1
|
Acimovic I, Gabrielová V, Martínková S, Eid M, Vlažný J, Moravčík P, Hlavsa J, Moráň L, Cakmakci RC, Staňo P, Procházka V, Kala Z, Trnka J, Vaňhara P. Ex-Vivo 3D Cellular Models of Pancreatic Ductal Adenocarcinoma: From Embryonic Development to Precision Oncology. Pancreas 2025; 54:e57-e71. [PMID: 39074056 DOI: 10.1097/mpa.0000000000002393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/31/2024]
Abstract
ABSTRACT Pancreas is a vital gland of gastrointestinal system with exocrine and endocrine secretory functions, interweaved into essential metabolic circuitries of the human body. Pancreatic ductal adenocarcinoma (PDAC) represents one of the most lethal malignancies, with a 5-year survival rate of 11%. This poor prognosis is primarily attributed to the absence of early symptoms, rapid metastatic dissemination, and the limited efficacy of current therapeutic interventions. Despite recent advancements in understanding the etiopathogenesis and treatment of PDAC, there remains a pressing need for improved individualized models, identification of novel molecular targets, and development of unbiased predictors of disease progression. Here we aim to explore the concept of precision medicine utilizing 3-dimensional, patient-specific cellular models of pancreatic tumors and discuss their potential applications in uncovering novel druggable molecular targets and predicting clinical parameters for individual patients.
Collapse
Affiliation(s)
- Ivana Acimovic
- From the Department of Histology and Embryology, Faculty of Medicine, Masaryk University, Brno
| | - Viktorie Gabrielová
- From the Department of Histology and Embryology, Faculty of Medicine, Masaryk University, Brno
| | - Stanislava Martínková
- Department of Biochemistry, Cell and Molecular Biology, Third Faculty of Medicine, Charles University, Prague
| | - Michal Eid
- Departments of Internal Medicine, Hematology and Oncology
| | | | - Petr Moravčík
- Surgery Clinic, University Hospital Brno, Faculty of Medicine, Masaryk University
| | - Jan Hlavsa
- Surgery Clinic, University Hospital Brno, Faculty of Medicine, Masaryk University
| | | | - Riza Can Cakmakci
- From the Department of Histology and Embryology, Faculty of Medicine, Masaryk University, Brno
| | - Peter Staňo
- Departments of Internal Medicine, Hematology and Oncology
| | - Vladimír Procházka
- Surgery Clinic, University Hospital Brno, Faculty of Medicine, Masaryk University
| | - Zdeněk Kala
- Surgery Clinic, University Hospital Brno, Faculty of Medicine, Masaryk University
| | - Jan Trnka
- Department of Biochemistry, Cell and Molecular Biology, Third Faculty of Medicine, Charles University, Prague
| | | |
Collapse
|
2
|
Kim S, Oh G, Kim YR, Chung E, Kwon HS. Infrared thermal modulation endoscopy for label-free tumor detection. Sci Rep 2024; 14:31575. [PMID: 39738048 PMCID: PMC11685564 DOI: 10.1038/s41598-024-76173-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 10/10/2024] [Indexed: 01/01/2025] Open
Abstract
In optical imaging of solid tumors, signal contrasts derived from inherent tissue temperature differences have been employed to distinguish tumor masses from surrounding tissue. Moreover, with the advancement of active infrared imaging, dynamic thermal characteristics in response to exogenous thermal modulation (heating and cooling) have been proposed as novel measures of tumor assessment. Contrast factors such as the average rate of temperature changes and thermal recovery time constants have been investigated through an active thermal modulation imaging approach, yielding promising tumor characterization results in a xenograft mouse model. Here, to assess its clinical potential, we developed and deployed an endoscopic infrared thermal modulation imaging system, incorporating anti-reflection germanium lenses. Employing tissue cooling, we evaluated the feasibility of detecting in situ tumors in a syngeneic rectal tumor mouse model. Consequently, early-stage tumors were successfully localized and evaluated based on their heat signatures. Notably, tumors exhibited a higher rate of temperature change induced by thermal modulation compared to adjacent tissues. Through the introduction of this label-free technology, Infrared Thermal Modulation Endoscopy (ITME), our study showcased an effective method for optically delineating and assessing solid tumors. This innovative diagnostic technology holds significant promise for enhancing our ability to detect, classify, and characterize abnormal tissues.
Collapse
Affiliation(s)
- Suhyeon Kim
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, Gwangju, 61005, South Korea
| | - Gyungseok Oh
- Medical Technology Examination Division, Korean Intellectual Property Office, Daejeon, 35208, South Korea
| | - Young Ro Kim
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, 02129, USA
- Department of Radiology, Harvard Medical School, Boston, MA, 02115, USA
| | - Euiheon Chung
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, Gwangju, 61005, South Korea
- AI Graduate School, Gwangju Institute of Science and Technology, Gwangju, 61005, South Korea
- Research Center for Photon Science Technology, Gwangju Institute of Science and Technology, Gwangju, 61005, South Korea
| | - Hyuk-Sang Kwon
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, Gwangju, 61005, South Korea.
- AI Graduate School, Gwangju Institute of Science and Technology, Gwangju, 61005, South Korea.
- Research Center for Photon Science Technology, Gwangju Institute of Science and Technology, Gwangju, 61005, South Korea.
| |
Collapse
|
3
|
Liu X, Baer JM, Stone ML, Knolhoff BL, Hogg GD, Turner MC, Kao YL, Weinstein AG, Ahmad F, Chen J, Schmidt AD, Klomp JA, Coho H, Coho KS, Coma S, Pachter JA, Bryant KL, Kang LI, Lim KH, Beatty GL, DeNardo DG. Stromal reprogramming overcomes resistance to RAS-MAPK inhibition to improve pancreas cancer responses to cytotoxic and immune therapy. Sci Transl Med 2024; 16:eado2402. [PMID: 39441902 DOI: 10.1126/scitranslmed.ado2402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 10/02/2024] [Indexed: 10/25/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a lethal malignancy that is often resistant to therapy. An immune suppressive tumor microenvironment (TME) and oncogenic mutations in KRAS have both been implicated as drivers of resistance to therapy. Mitogen-activated protein kinase (MAPK) inhibition has not yet shown clinical efficacy, likely because of rapid acquisition of tumor-intrinsic resistance. However, the unique PDAC TME may also be a driver of resistance. We found that long-term focal adhesion kinase (FAK) inhibitor treatment led to hyperactivation of the RAS/MAPK pathway in PDAC cells in mouse models and tissues from patients with PDAC. Concomitant inhibition of both FAK (with VS-4718) and rapidly accelerated fibrosarcoma and MAPK kinase (RAF-MEK) (with avutometinib) induced tumor growth inhibition and increased survival across multiple PDAC mouse models. In the TME, cancer-associated fibroblasts (CAFs) impaired the down-regulation of MYC by RAF-MEK inhibition in PDAC cells, resulting in resistance. By contrast, FAK inhibition reprogramed CAFs to suppress the production of FGF1, which can drive resistance to RAF-MEK inhibition. The addition of chemotherapy to combined FAK and RAF-MEK inhibition led to tumor regression, a decrease in liver metastasis, and improved survival in KRAS-driven PDAC mouse models. Combination of FAK and RAF-MEK inhibition alone improved antitumor immunity and priming of T cell responses in response to chemotherapy. These findings provided the rationale for an ongoing clinical trial evaluating the efficacy of avutometinib and defactinib in combination with gemcitabine and nab-paclitaxel in patients with PDAC and may suggest further paths for combined stromal and tumor-targeting therapies.
Collapse
Affiliation(s)
- Xiuting Liu
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - John M Baer
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Meredith L Stone
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Brett L Knolhoff
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Graham D Hogg
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Madeleine C Turner
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Yu-Lan Kao
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Alyssa G Weinstein
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Faiz Ahmad
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Jie Chen
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Andrew D Schmidt
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Jeffrey A Klomp
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Heather Coho
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Kayjana S Coho
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | | | | | - Kirsten L Bryant
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Liang-I Kang
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Kian-Huat Lim
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Gregory L Beatty
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - David G DeNardo
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO 63110, USA
| |
Collapse
|
4
|
Janitri V, ArulJothi KN, Ravi Mythili VM, Singh SK, Prasher P, Gupta G, Dua K, Hanumanthappa R, Karthikeyan K, Anand K. The roles of patient-derived xenograft models and artificial intelligence toward precision medicine. MedComm (Beijing) 2024; 5:e745. [PMID: 39329017 PMCID: PMC11424683 DOI: 10.1002/mco2.745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2024] [Revised: 08/22/2024] [Accepted: 08/22/2024] [Indexed: 09/28/2024] Open
Abstract
Patient-derived xenografts (PDX) involve transplanting patient cells or tissues into immunodeficient mice, offering superior disease models compared with cell line xenografts and genetically engineered mice. In contrast to traditional cell-line xenografts and genetically engineered mice, PDX models harbor the molecular and biologic features from the original patient tumor and are generationally stable. This high fidelity makes PDX models particularly suitable for preclinical and coclinical drug testing, therefore better predicting therapeutic efficacy. Although PDX models are becoming more useful, the several factors influencing their reliability and predictive power are not well understood. Several existing studies have looked into the possibility that PDX models could be important in enhancing our knowledge with regard to tumor genetics, biomarker discovery, and personalized medicine; however, a number of problems still need to be addressed, such as the high cost and time-consuming processes involved, together with the variability in tumor take rates. This review addresses these gaps by detailing the methodologies to generate PDX models, their application in cancer research, and their advantages over other models. Further, it elaborates on how artificial intelligence and machine learning were incorporated into PDX studies to fast-track therapeutic evaluation. This review is an overview of the progress that has been done so far in using PDX models for cancer research and shows their potential to be further improved in improving our understanding of oncogenesis.
Collapse
Affiliation(s)
| | - Kandasamy Nagarajan ArulJothi
- Department of Genetic Engineering, College of Engineering and TechnologySRM Institute of Science and TechnologyChengalpattuTamil NaduIndia
| | - Vijay Murali Ravi Mythili
- Department of Genetic Engineering, College of Engineering and TechnologySRM Institute of Science and TechnologyChengalpattuTamil NaduIndia
| | - Sachin Kumar Singh
- School of Pharmaceutical SciencesLovely Professional UniversityPhagwaraPunjabIndia
| | - Parteek Prasher
- Department of ChemistryUniversity of Petroleum & Energy Studies, Energy AcresDehradunIndia
| | - Gaurav Gupta
- Centre for Research Impact & Outcome, Chitkara College of PharmacyChitkara UniversityRajpuraPunjabIndia
| | - Kamal Dua
- Faculty of Health, Australian Research Center in Complementary and Integrative, MedicineUniversity of Technology SydneyUltimoNSWAustralia
- Discipline of Pharmacy, Graduate School of HealthUniversity of Technology SydneyUltimoNSWAustralia
| | - Rakshith Hanumanthappa
- JSS Banashankari Arts, Commerce, and SK Gubbi Science CollegeKarnatak UniversityDharwadKarnatakaIndia
| | - Karthikeyan Karthikeyan
- Centre of Excellence in PCB Design and Analysis, Department of Electronics and Communication EngineeringM. Kumarasamy College of EngineeringKarurTamil NaduIndia
| | - Krishnan Anand
- Department of Chemical Pathology, School of Pathology, Office of the Dean, Faculty of Health SciencesUniversity of the Free StateBloemfonteinSouth Africa
| |
Collapse
|
5
|
Wilcox RS, Marenda MS, Devlin JM, Wilks CR. Antimicrobial use in laboratory rodent facilities in Australia and New Zealand- a cross-sectional survey of veterinarians and facility managers. PLoS One 2024; 19:e0292908. [PMID: 39178211 PMCID: PMC11343402 DOI: 10.1371/journal.pone.0292908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Accepted: 04/24/2024] [Indexed: 08/25/2024] Open
Abstract
This cross-sectional study surveyed veterinarians and facility managers to characterise the use of antimicrobials in laboratory rodent facilities within Australia and New Zealand. Most facilities (71%) reported routine administration of antimicrobials. The indications for antibiotic use reflected those described in publications and differed significantly to reasons for use in non-laboratory animals. Antimicrobials used include those of critical importance to human health, and access to these drugs is unregulated, as prescription-only classes are ordered through research catalogues, without human or veterinary physician prescriptions. The ways in which antimicrobials are used in Australian and New Zealand rodent facilities are likely contributing to antimicrobial resistance within rodent populations, particularly as they are largely administered in drinking water, risking subtherapeutic dosing. Much antimicrobial use reported is unnecessary and could be replaced with changes to husbandry and handling. The generation of resistance in both pathogenic and commensal microbes may also represent a work health and safety issue for humans working with these animals. Reported disposal of antimicrobials included discharge into wastewater, without inactivation, and some respondents reported disposal of substrate, or soiled bedding, nesting material, and disposable enrichment items, from treated animals and medicated feed into landfill, without prior inactivation. Environmental contamination with resistant microbes and antimicrobials is a significant driver of antimicrobial resistance. As such, significant opportunities exist to implement judicious and responsible use of antimicrobials within research rodent facilities in Australia and New Zealand, with a particular focus on instituting aseptic surgery, optimising dosing regimens, and inactivation of medicated water and substrate before disposal.
Collapse
Affiliation(s)
- Rebbecca S. Wilcox
- Asia Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Parkville, Victoria, Australia
| | - Marc S. Marenda
- Asia Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Parkville, Victoria, Australia
| | - Joanne M. Devlin
- Asia Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Parkville, Victoria, Australia
| | - Colin R. Wilks
- Asia Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Parkville, Victoria, Australia
| |
Collapse
|
6
|
Grisendi G, Dall'Ora M, Casari G, Spattini G, Farshchian M, Melandri A, Masciale V, Lepore F, Banchelli F, Costantini RC, D'Esposito A, Chiavelli C, Spano C, Spallanzani A, Petrachi T, Veronesi E, Ferracin M, Roncarati R, Vinet J, Magistri P, Catellani B, Candini O, Marra C, Eccher A, Bonetti LR, Horwtiz EM, Di Benedetto F, Dominici M. Combining gemcitabine and MSC delivering soluble TRAIL to target pancreatic adenocarcinoma and its stroma. Cell Rep Med 2024; 5:101685. [PMID: 39168103 PMCID: PMC11384958 DOI: 10.1016/j.xcrm.2024.101685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 05/13/2024] [Accepted: 07/22/2024] [Indexed: 08/23/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) still has a poor response to therapies, partly due to their cancer-associated fibroblasts (CAFs). Here, we investigate the synergistic impact of a combinatory approach between a known chemotherapy agent, such as gemcitabine (GEM), and gene-modified human mesenchymal stromal/stem cells (MSCs) secreting the pro-apoptotic soluble (s)TRAIL (sTRAIL MSCs) on both PDAC cells and CAFs. The combo significantly impacts on PDAC survival in 2D and 3D models. In orthotopic xenograft models, GEM and sTRAIL MSCs induce tumor architecture shredding with a reduction of CK7- and CK8/18-positive cancer cells and the abrogation of spleen metastases. A cytotoxic effect on primary human CAFs is also observed along with an alteration of their transcriptome and a reduction of the related desmoplasia. Collectively, we demonstrate a promising therapeutic profile of combining GEM and sTRAIL MSCs to target both tumoral and stromal compartments in PDAC.
Collapse
Affiliation(s)
- Giulia Grisendi
- Laboratory of Cellular Therapy, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia (UNIMORE), Modena, Italy.
| | | | - Giulia Casari
- Department of Clinical Sciences, Section of Biochemistry, Biology and Physics, Polytechnic University of Marche, Ancona
| | | | - Moein Farshchian
- Laboratory of Cellular Therapy, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia (UNIMORE), Modena, Italy
| | - Aurora Melandri
- Laboratory of Cellular Therapy, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia (UNIMORE), Modena, Italy
| | - Valentina Masciale
- Laboratory of Cellular Therapy, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia (UNIMORE), Modena, Italy
| | - Fabio Lepore
- Laboratory of Cellular Therapy, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia (UNIMORE), Modena, Italy
| | - Federico Banchelli
- Center of Statistic, Department of Medical and Surgical Sciences, UNIMORE, Modena, Italy
| | | | - Angela D'Esposito
- Laboratory of Cellular Therapy, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia (UNIMORE), Modena, Italy
| | - Chiara Chiavelli
- Laboratory of Cellular Therapy, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia (UNIMORE), Modena, Italy
| | - Carlotta Spano
- Department of Biomedical, Metabolic, and Neural Sciences, UNIMORE, Modena, Italy
| | | | | | | | - Manuela Ferracin
- Department of Medical and Surgical Sciences, University of Bologna, Bologna; IRCCS AOU di Bologna, Policlinico S. Orsola-Malpighi, Bologna
| | | | | | - Paolo Magistri
- Hepato-pancreato-biliary Surgery and Liver Transplantation Unit, UNIMORE, Modena, Italy
| | - Barbara Catellani
- Hepato-pancreato-biliary Surgery and Liver Transplantation Unit, UNIMORE, Modena, Italy
| | | | - Caterina Marra
- Division of Plastic Surgery, University-Hospital of Modena and Reggio Emilia, Modena, Italy
| | | | | | - Edwin M Horwtiz
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Fabrizio Di Benedetto
- Hepato-pancreato-biliary Surgery and Liver Transplantation Unit, UNIMORE, Modena, Italy
| | - Massimo Dominici
- Laboratory of Cellular Therapy, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia (UNIMORE), Modena, Italy; Division of Oncology, University-Hospital of Modena, Modena, Italy; Division of Medical Oncology, Residency School of Medical Oncology, Program in Cellular Therapy and Immuno-oncology, Laboratory of Cellular Therapy, University Hospital of Modena and Reggio Emilia, Modena, Italy.
| |
Collapse
|
7
|
Kinslow CJ, Ll MB, Cai Y, Yan J, Lorkiewicz PK, Al-Attar A, Tan J, Higashi RM, Lane AN, Fan TWM. Stable isotope-resolved metabolomics analyses of metabolic phenotypes reveal variable glutamine metabolism in different patient-derived models of non-small cell lung cancer from a single patient. Metabolomics 2024; 20:87. [PMID: 39068202 PMCID: PMC11317205 DOI: 10.1007/s11306-024-02126-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 05/02/2024] [Indexed: 07/30/2024]
Abstract
INTRODUCTION Stable isotope tracers have been increasingly used in preclinical cancer model systems, including cell culture and mouse xenografts, to probe the altered metabolism of a variety of cancers, such as accelerated glycolysis and glutaminolysis and generation of oncometabolites. Comparatively little has been reported on the fidelity of the different preclinical model systems in recapitulating the aberrant metabolism of tumors. OBJECTIVES We have been developing several different experimental model systems for systems biochemistry analyses of non-small cell lung cancer (NSCLC1) using patient-derived tissues to evaluate appropriate models for metabolic and phenotypic analyses. METHODS To address the issue of fidelity, we have carried out a detailed Stable Isotope-Resolved Metabolomics study of freshly resected tissue slices, mouse patient derived xenografts (PDXs), and cells derived from a single patient using both 13C6-glucose and 13C5,15N2-glutamine tracers. RESULTS Although we found similar glucose metabolism in the three models, glutamine utilization was markedly higher in the isolated cell culture and in cell culture-derived xenografts compared with the primary cancer tissue or direct tissue xenografts (PDX). CONCLUSIONS This suggests that caution is needed in interpreting cancer biochemistry using patient-derived cancer cells in vitro or in xenografts, even at very early passage, and that direct analysis of patient derived tissue slices provides the optimal model for ex vivo metabolomics. Further research is needed to determine the generality of these observations.
Collapse
Affiliation(s)
- Connor J Kinslow
- Center for Environmental and Systems Biochemistry, Department of Toxicology and Cancer Biology, Markey Cancer Center, University of Kentucky, Lexington, KY, 40536, USA
- Department of Radiation Oncology, Columbia University Vagelos College of Physicians and Surgeons and NewYork-Presbyterian, 622 West 168th Street, BNH B-11, New York, NY, 10032, USA
| | - Michael Bousamra Ll
- Department of Cardiovascular and Thoracic Surgery, University of Louisville, Louisville, KY, 40202, USA
- AMG Cardiothoracic Surgical Associates SE MI, 22201 Moross Rd. #352, Detroit, MI, 48236, USA
| | - Yihua Cai
- Immuno-Oncology Program, James Graham Brown Cancer Center, University of Louisville, Louisville, KY, 40202, USA
- Center for Cellular Engineering, Department of Transfusion Medicine, NIH Clinical Center, Bethesda, MD, 20892, USA
| | - Jun Yan
- Immuno-Oncology Program, James Graham Brown Cancer Center, University of Louisville, Louisville, KY, 40202, USA
- Division of Immunotherapy, The Hiram C. Polk, Jr., MD Department of Surgery, University of Louisville, Louisville, KY, 40202, USA
| | - Pawel K Lorkiewicz
- Department of Chemistry, University of Louisville, Louisville, KY, 40202, USA
| | - Ahmad Al-Attar
- Center for Environmental and Systems Biochemistry, Department of Toxicology and Cancer Biology, Markey Cancer Center, University of Kentucky, Lexington, KY, 40536, USA
- Dept. Pathology, U. Mass Memorial Medical Center, University of Massachusetts, Worcester, MA, 01605, USA
| | - Jinlian Tan
- The Department of Oral Immunology and Infection Disease, School of Dentistry, University of Louisville, 501 South Preston, St. Louisville, KY, 40202, USA
| | - Richard M Higashi
- Center for Environmental and Systems Biochemistry, Department of Toxicology and Cancer Biology, Markey Cancer Center, University of Kentucky, Lexington, KY, 40536, USA
| | - Andrew N Lane
- Center for Environmental and Systems Biochemistry, Department of Toxicology and Cancer Biology, Markey Cancer Center, University of Kentucky, Lexington, KY, 40536, USA.
| | - Teresa W-M Fan
- Center for Environmental and Systems Biochemistry, Department of Toxicology and Cancer Biology, Markey Cancer Center, University of Kentucky, Lexington, KY, 40536, USA.
| |
Collapse
|
8
|
Hughes D, Evans A, Go S, Eyres M, Pan L, Mukherjee S, Soonawalla Z, Willenbrock F, O’Neill E. Development of human pancreatic cancer avatars as a model for dynamic immune landscape profiling and personalized therapy. SCIENCE ADVANCES 2024; 10:eadm9071. [PMID: 38968363 PMCID: PMC11225792 DOI: 10.1126/sciadv.adm9071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 06/04/2024] [Indexed: 07/07/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the most common form of pancreatic cancer, a disease with dismal overall survival. Advances in treatment are hindered by a lack of preclinical models. Here, we show how a personalized organotypic "avatar" created from resected tissue allows spatial and temporal reporting on a complete in situ tumor microenvironment and mirrors clinical responses. Our perfusion culture method extends tumor slice viability, maintaining stable tumor content, metabolism, stromal composition, and immune cell populations for 12 days. Using multiplexed immunofluorescence and spatial transcriptomics, we identify immune neighborhoods and potential for immunotherapy. We used avatars to assess the impact of a preclinically validated metabolic therapy and show recovery of stromal and immune phenotypes and tumor redifferentiation. To determine clinical relevance, we monitored avatar response to gemcitabine treatment and identify a patient avatar-predictable response from clinical follow-up. Thus, avatars provide valuable information for syngeneic testing of therapeutics and a truly personalized therapeutic assessment platform for patients.
Collapse
Affiliation(s)
- Daniel Hughes
- Department of Oncology, University of Oxford, Oxford OX3 7DQ, UK
| | - Alice Evans
- Department of Oncology, University of Oxford, Oxford OX3 7DQ, UK
| | - Simei Go
- Department of Oncology, University of Oxford, Oxford OX3 7DQ, UK
| | - Michael Eyres
- Medicines Discovery Catapult, Alderley Park SK10 4ZF, UK
| | - Liuliu Pan
- NanoString Technologies Inc., Seattle, WA, USA
| | | | - Zahir Soonawalla
- Department of HPB surgery, Oxford University Hospitals NHS Foundation Trust, Oxford OX3 7DQ, UK
| | | | - Eric O’Neill
- Department of Oncology, University of Oxford, Oxford OX3 7DQ, UK
| |
Collapse
|
9
|
Tansi FL, Schrepper A, Schwarzer M, Teichgräber U, Hilger I. Identifying the Morphological and Molecular Features of a Cell-Based Orthotopic Pancreatic Cancer Mouse Model during Growth over Time. Int J Mol Sci 2024; 25:5619. [PMID: 38891809 PMCID: PMC11171605 DOI: 10.3390/ijms25115619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Revised: 05/13/2024] [Accepted: 05/15/2024] [Indexed: 06/21/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC), characterized by hypovascularity, hypoxia, and desmoplastic stroma is one of the deadliest malignancies in humans, with a 5-year survival rate of only 7%. The anatomical location of the pancreas and lack of symptoms in patients with early onset of disease accounts for late diagnosis. Consequently, 85% of patients present with non-resectable, locally advanced, or advanced metastatic disease at diagnosis and rely on alternative therapies such as chemotherapy, immunotherapy, and others. The response to these therapies highly depends on the stage of disease at the start of therapy. It is, therefore, vital to consider the stages of PDAC models in preclinical studies when testing new therapeutics and treatment modalities. We report a standardized induction of cell-based orthotopic pancreatic cancer models in mice and the identification of vital features of their progression by ultrasound imaging and histological analysis of the level of pancreatic stellate cells, mature fibroblasts, and collagen. The results highlight that early-stage primary tumors are secluded in the pancreas and advance towards infiltrating the omentum at week 5-7 post implantation of the BxPC-3 and Panc-1 models investigated. Late stages show extensive growth, the infiltration of the omentum and/or stomach wall, metastases, augmented fibroblasts, and collagen levels. The findings can serve as suggestions for defining growth parameter-based stages of orthotopic pancreatic cancer models for the preclinical testing of drug efficacy in the future.
Collapse
Affiliation(s)
- Felista L. Tansi
- Experimental Radiology, Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747 Jena, Germany
| | - Andrea Schrepper
- Department of Cardiothoracic Surgery, Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747 Jena, Germany (M.S.)
| | - Michael Schwarzer
- Department of Cardiothoracic Surgery, Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747 Jena, Germany (M.S.)
| | - Ulf Teichgräber
- Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747 Jena, Germany
| | - Ingrid Hilger
- Experimental Radiology, Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747 Jena, Germany
| |
Collapse
|
10
|
Vendramini-Costa DB, Francescone R, Franco-Barraza J, Luong T, Graves M, de Aquino AM, Steele N, Gardiner JC, Dos Santos SAA, Ogier C, Malloy E, Borghaei L, Martinez E, Zhigarev DI, Tan Y, Lee H, Zhou Y, Cai KQ, Klein-Szanto AJ, Wang H, Andrake M, Dunbrack RL, Campbell K, Cukierman E. Netrin G1 Ligand is a new stromal immunomodulator that promotes pancreatic cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.15.594354. [PMID: 38798370 PMCID: PMC11118300 DOI: 10.1101/2024.05.15.594354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Understanding pancreatic cancer biology is fundamental for identifying new targets and for developing more effective therapies. In particular, the contribution of the stromal microenvironment to pancreatic cancer tumorigenesis requires further exploration. Here, we report the stromal roles of the synaptic protein Netrin G1 Ligand (NGL-1) in pancreatic cancer, uncovering its pro-tumor functions in cancer-associated fibroblasts and in immune cells. We observed that the stromal expression of NGL-1 inversely correlated with patients' overall survival. Moreover, germline knockout (KO) mice for NGL-1 presented decreased tumor burden, with a microenvironment that is less supportive of tumor growth. Of note, tumors from NGL-1 KO mice produced less immunosuppressive cytokines and displayed an increased percentage of CD8 + T cells than those from control mice, while preserving the physical structure of the tumor microenvironment. These effects were shown to be mediated by NGL-1 in both immune cells and in the local stroma, in a TGF-β-dependent manner. While myeloid cells lacking NGL-1 decreased the production of immunosuppressive cytokines, NGL-1 KO T cells showed increased proliferation rates and overall polyfunctionality compared to control T cells. CAFs lacking NGL-1 were less immunosuppressive than controls, with overall decreased production of pro-tumor cytokines and compromised ability to inhibit CD8 + T cells activation. Mechanistically, these CAFs downregulated components of the TGF-β pathway, AP-1 and NFAT transcription factor families, resulting in a less tumor-supportive phenotype. Finally, targeting NGL-1 genetically or using a functionally antagonistic small peptide phenocopied the effects of chemotherapy, while modulating the immunosuppressive tumor microenvironment (TME), rather than eliminating it. We propose NGL-1 as a new local stroma and immunomodulatory molecule, with pro-tumor roles in pancreatic cancer. Statement of Significance Here we uncovered the pro-tumor roles of the synaptic protein NGL-1 in the tumor microenvironment of pancreatic cancer, defining a new target that simultaneously modulates tumor cell, fibroblast, and immune cell functions. This study reports a new pathway where NGL-1 controls TGF-β, AP-1 transcription factor members and NFAT1, modulating the immunosuppressive microenvironment in pancreatic cancer. Our findings highlight NGL-1 as a new stromal immunomodulator in pancreatic cancer.
Collapse
|
11
|
Stribbling SM, Beach C, Ryan AJ. Orthotopic and metastatic tumour models in preclinical cancer research. Pharmacol Ther 2024; 257:108631. [PMID: 38467308 PMCID: PMC11781865 DOI: 10.1016/j.pharmthera.2024.108631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 02/27/2024] [Accepted: 03/08/2024] [Indexed: 03/13/2024]
Abstract
Mouse models of disease play a pivotal role at all stages of cancer drug development. Cell-line derived subcutaneous tumour models are predominant in early drug discovery, but there is growing recognition of the importance of the more complex orthotopic and metastatic tumour models for understanding both target biology in the correct tissue context, and the impact of the tumour microenvironment and the immune system in responses to treatment. The aim of this review is to highlight the value that orthotopic and metastatic models bring to the study of tumour biology and drug development while pointing out those models that are most likely to be encountered in the literature. Important developments in orthotopic models, such as the increasing use of early passage patient material (PDXs, organoids) and humanised mouse models are discussed, as these approaches have the potential to increase the predictive value of preclinical studies, and ultimately improve the success rate of anticancer drugs in clinical trials.
Collapse
Affiliation(s)
- Stephen M Stribbling
- Department of Chemistry, University College London, Gower Street, London WC1E 6BT, UK.
| | - Callum Beach
- Department of Oncology, University of Oxford, ORCRB, Roosevelt Drive, Oxford OX3 7DQ, UK
| | - Anderson J Ryan
- Department of Oncology, University of Oxford, ORCRB, Roosevelt Drive, Oxford OX3 7DQ, UK; Fast Biopharma, Aston Rowant, Oxfordshire, OX49 5SW, UK.
| |
Collapse
|
12
|
Di Chiaro P, Nacci L, Arco F, Brandini S, Polletti S, Palamidessi A, Donati B, Soriani C, Gualdrini F, Frigè G, Mazzarella L, Ciarrocchi A, Zerbi A, Spaggiari P, Scita G, Rodighiero S, Barozzi I, Diaferia GR, Natoli G. Mapping functional to morphological variation reveals the basis of regional extracellular matrix subversion and nerve invasion in pancreatic cancer. Cancer Cell 2024; 42:662-681.e10. [PMID: 38518775 DOI: 10.1016/j.ccell.2024.02.017] [Citation(s) in RCA: 26] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 12/07/2023] [Accepted: 02/27/2024] [Indexed: 03/24/2024]
Abstract
Intratumor morphological heterogeneity of pancreatic ductal adenocarcinoma (PDAC) predicts clinical outcomes but is only partially understood at the molecular level. To elucidate the gene expression programs underpinning intratumor morphological variation in PDAC, we investigated and deconvoluted at single cell level the molecular profiles of histologically distinct clusters of PDAC cells. We identified three major morphological and functional variants that co-exist in varying proportions in all PDACs, display limited genetic diversity, and are associated with a distinct organization of the extracellular matrix: a glandular variant with classical ductal features; a transitional variant displaying abortive ductal structures and mixed endodermal and myofibroblast-like gene expression; and a poorly differentiated variant lacking ductal features and basement membrane, and showing neuronal lineage priming. Ex vivo and in vitro evidence supports the occurrence of dynamic transitions among these variants in part influenced by extracellular matrix composition and stiffness and associated with local, specifically neural, invasion.
Collapse
Affiliation(s)
- Pierluigi Di Chiaro
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy.
| | - Lucia Nacci
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Fabiana Arco
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Stefania Brandini
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Sara Polletti
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Andrea Palamidessi
- IFOM, The FIRC Institute for Molecular Oncology, Via Adamello 16, 20139 Milan, Italy
| | - Benedetta Donati
- Laboratory of Translational Research, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Chiara Soriani
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Francesco Gualdrini
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Gianmaria Frigè
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Luca Mazzarella
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy; Division of Gastrointestinal Medical Oncology and Neuroendocrine Tumors, IEO, European Institute of Oncology, IRCCS, Milano, Italy
| | - Alessia Ciarrocchi
- Laboratory of Translational Research, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Alessandro Zerbi
- IRCCS Humanitas Research Hospital, Rozzano, Milano, Italy; Humanitas University, Pieve Emanuele - Milano, Italy
| | | | - Giorgio Scita
- IFOM, The FIRC Institute for Molecular Oncology, Via Adamello 16, 20139 Milan, Italy; Department of Oncology and Haemato-Oncology, University of Milan, Milano, Italy
| | - Simona Rodighiero
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Iros Barozzi
- Center for Cancer Research, Medical University of Vienna, Vienna, Austria
| | - Giuseppe R Diaferia
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy.
| | - Gioacchino Natoli
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy.
| |
Collapse
|
13
|
Creeden JF, Sevier J, Zhang JT, Lapitsky Y, Brunicardi FC, Jin G, Nemunaitis J, Liu JY, Kalinoski A, Rao D, Liu SH. Smart exosomes enhance PDAC targeted therapy. J Control Release 2024; 368:413-429. [PMID: 38431093 DOI: 10.1016/j.jconrel.2024.02.037] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 02/21/2024] [Accepted: 02/25/2024] [Indexed: 03/05/2024]
Abstract
Exosomes continue to attract interest as a promising nanocarrier drug delivery technology. They are naturally derived nanoscale extracellular vesicles with innate properties well suited to shuttle proteins, lipids, and nucleic acids between cells. Nonetheless, their clinical utility is currently limited by several major challenges, such as their inability to target tumor cells and a high proportion of clearance by the mononuclear phagocyte system (MPS) of the liver and spleen. To overcome these limitations, we developed "Smart Exosomes" that co-display RGD and CD47p110-130 through CD9 engineering (ExoSmart). The resultant ExoSmart demonstrates enhanced binding capacity to αvβ3 on pancreatic ductal adenocarcinoma (PDAC) cells, resulting in amplified cellular uptake in in vitro and in vivo models and increased chemotherapeutic efficacies. Simultaneously, ExoSmart significantly reduced liver and spleen clearance of exosomes by inhibiting macrophage phagocytosis via CD47p110-130 interaction with signal regulatory proteins (SIRPα) on macrophages. These studies demonstrate that an engineered exosome drug delivery system increases PDAC therapeutic efficacy by enhancing active PDAC targeting and prolonging circulation times, and their findings hold tremendous translational potential for cancer therapy while providing a concrete foundation for future work utilizing novel peptide-engineered exosome strategies.
Collapse
Affiliation(s)
- Justin F Creeden
- Department of Cell and Cancer Biology, University of Toledo, Toledo, OH, USA
| | - Jonathan Sevier
- Department of Cell and Cancer Biology, University of Toledo, Toledo, OH, USA
| | - Jian-Ting Zhang
- Department of Cell and Cancer Biology, University of Toledo, Toledo, OH, USA
| | - Yakov Lapitsky
- Department of Chemical Engineering, University of Toledo, Toledo, OH, USA
| | - F Charles Brunicardi
- Department of Surgery, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
| | - Ge Jin
- Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | | | - Jing-Yuan Liu
- Department of Medicine, University of Toledo, Toledo, OH, USA
| | | | | | - Shi-He Liu
- Department of Cell and Cancer Biology, University of Toledo, Toledo, OH, USA.
| |
Collapse
|
14
|
Chen GY, O’Leary BR, Du J, Carroll RS, Steers GJ, Buettner GR, Cullen JJ. Pharmacologic Ascorbate Radiosensitizes Pancreatic Cancer but Radioprotects Normal Tissue: The Role of Oxidative Stress-Induced Lipid Peroxidation. Antioxidants (Basel) 2024; 13:361. [PMID: 38539894 PMCID: PMC10967795 DOI: 10.3390/antiox13030361] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 02/29/2024] [Accepted: 03/13/2024] [Indexed: 12/08/2024] Open
Abstract
The toxicity of ionizing radiation limits its effectiveness in the treatment of pancreatic ductal adenocarcinoma. Pharmacologic ascorbate (P-AscH-) has been shown to radiosensitize pancreatic cancer cells while simultaneously radioprotecting normal cells. We hypothesize that P-AscH- protects the small intestine while radiosensitizing pancreatic cancer cells partially through an oxidative stress mechanism. Duodenal samples from pancreaticoduodenectomy specimens of patients who underwent radio-chemotherapy ± P-AscH- and mouse tumor and jejunal samples treated with radiation ± P-AscH- were evaluated. Pancreatic cancer and non-tumorigenic cells were treated with radiation ± P-AscH- to assess lipid peroxidation. To determine the mechanism, pancreatic cancer cells were treated with selenomethionine or RSL3, an inhibitor of glutathione peroxidase 4 (GPx4). Radiation-induced decreases in villi length and increases in 4-HNE immunofluorescence were reversed with P-AscH- in human duodenum. In vivo, radiation-induced decreases in villi length and increased collagen deposition were reversed in P-AscH--treated jejunal samples. P-AscH- and radiation increased BODIPY oxidation in pancreatic cancer cells but not in non-tumorigenic cells. Selenomethionine increased GPx4 protein and activity in pancreatic cancer and reversed P-AscH--induced toxicity and lipid peroxidation. RSL3 treatment inhibited GPx4 activity and increased lipid peroxidation. Differences in oxidative stress may play a role in radioprotecting normal cells while radiosensitizing pancreatic cancer cells when treated with P-AscH-.
Collapse
Affiliation(s)
- Gloria Y. Chen
- Departments of Surgery, Carver College of Medicine, The University of Iowa, Iowa City, IA 52242, USA; (G.Y.C.); (B.R.O.); (J.D.); (R.S.C.); (G.J.S.)
| | - Brianne R. O’Leary
- Departments of Surgery, Carver College of Medicine, The University of Iowa, Iowa City, IA 52242, USA; (G.Y.C.); (B.R.O.); (J.D.); (R.S.C.); (G.J.S.)
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Carver College of Medicine, The University of Iowa, Iowa City, IA 52242, USA;
| | - Juan Du
- Departments of Surgery, Carver College of Medicine, The University of Iowa, Iowa City, IA 52242, USA; (G.Y.C.); (B.R.O.); (J.D.); (R.S.C.); (G.J.S.)
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Carver College of Medicine, The University of Iowa, Iowa City, IA 52242, USA;
| | - Rory S. Carroll
- Departments of Surgery, Carver College of Medicine, The University of Iowa, Iowa City, IA 52242, USA; (G.Y.C.); (B.R.O.); (J.D.); (R.S.C.); (G.J.S.)
| | - Garett J. Steers
- Departments of Surgery, Carver College of Medicine, The University of Iowa, Iowa City, IA 52242, USA; (G.Y.C.); (B.R.O.); (J.D.); (R.S.C.); (G.J.S.)
| | - Garry R. Buettner
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Carver College of Medicine, The University of Iowa, Iowa City, IA 52242, USA;
| | - Joseph J. Cullen
- Departments of Surgery, Carver College of Medicine, The University of Iowa, Iowa City, IA 52242, USA; (G.Y.C.); (B.R.O.); (J.D.); (R.S.C.); (G.J.S.)
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Carver College of Medicine, The University of Iowa, Iowa City, IA 52242, USA;
| |
Collapse
|
15
|
Ho IL, Li CY, Wang F, Zhao L, Liu J, Yen EY, Dyke CA, Shah R, Liu Z, Çetin AO, Chu Y, Citron F, Attanasio S, Corti D, Darbaniyan F, Del Poggetto E, Loponte S, Liu J, Soeung M, Chen Z, Jiang S, Jiang H, Inoue A, Gao S, Deem A, Feng N, Ying H, Kim M, Giuliani V, Genovese G, Zhang J, Futreal A, Maitra A, Heffernan T, Wang L, Do KA, Gargiulo G, Draetta G, Carugo A, Lin R, Viale A. Clonal dominance defines metastatic dissemination in pancreatic cancer. SCIENCE ADVANCES 2024; 10:eadd9342. [PMID: 38478609 DOI: 10.1126/sciadv.add9342] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 02/08/2024] [Indexed: 02/08/2025]
Abstract
Tumors represent ecosystems where subclones compete during tumor growth. While extensively investigated, a comprehensive picture of the interplay of clonal lineages during dissemination is still lacking. Using patient-derived pancreatic cancer cells, we created orthotopically implanted clonal replica tumors to trace clonal dynamics of unperturbed tumor expansion and dissemination. This model revealed the multifaceted nature of tumor growth, with rapid changes in clonal fitness leading to continuous reshuffling of tumor architecture and alternating clonal dominance as a distinct feature of cancer growth. Regarding dissemination, a large fraction of tumor lineages could be found at secondary sites each having distinctive organ growth patterns as well as numerous undescribed behaviors such as abortive colonization. Paired analysis of primary and secondary sites revealed fitness as major contributor to dissemination. From the analysis of pro- and nonmetastatic isogenic subclones, we identified a transcriptomic signature able to identify metastatic cells in human tumors and predict patients' survival.
Collapse
Affiliation(s)
- I-Lin Ho
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Chieh-Yuan Li
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Fuchenchu Wang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Li Zhao
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jingjing Liu
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Er-Yen Yen
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Charles A Dyke
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Rutvi Shah
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Zhaoliang Liu
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ali Osman Çetin
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Robert-Rössle-Str. 10, 13125 Berlin, Germany
| | - Yanshuo Chu
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Francesca Citron
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sergio Attanasio
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Denise Corti
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Faezeh Darbaniyan
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Edoardo Del Poggetto
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sara Loponte
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jintan Liu
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Melinda Soeung
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ziheng Chen
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Shan Jiang
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hong Jiang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Akira Inoue
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sisi Gao
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Angela Deem
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ningping Feng
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Haoqiang Ying
- Department of Cellular and Molecular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael Kim
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Virginia Giuliani
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Robert-Rössle-Str. 10, 13125 Berlin, Germany
| | - Giannicola Genovese
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jianhua Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Andrew Futreal
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Anirban Maitra
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Timothy Heffernan
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Linghua Wang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kim-Anh Do
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Gaetano Gargiulo
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Robert-Rössle-Str. 10, 13125 Berlin, Germany
| | - Giulio Draetta
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alessandro Carugo
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ruitao Lin
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Andrea Viale
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| |
Collapse
|
16
|
Asumda FZ, Campbell NA, Hassan MA, Fathi R, Vasquez Rico DF, Kiem M, Vang EV, Kim YH, Luo X, O’Brien DR, Buhrow SA, Reid JM, Moore MJ, Ben-Yair VK, Levitt ML, Leiting JL, Abdelrahman AM, Zhu X, Lucien F, Truty MJ, Roberts LR. Combined Antitumor Effect of the Serine Protease Urokinase Inhibitor Upamostat and the Sphingosine Kinase 2 Inhibitor Opaganib on Cholangiocarcinoma Patient-Derived Xenografts. Cancers (Basel) 2024; 16:1050. [PMID: 38473407 PMCID: PMC10930726 DOI: 10.3390/cancers16051050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 02/16/2024] [Accepted: 02/18/2024] [Indexed: 03/14/2024] Open
Abstract
Upamostat is an orally available small-molecule serine protease inhibitor that is a highly potent inhibitor of trypsin 1, trypsin 2, trypsin 3 (PRSS1/2/3), and the urokinase-type plasminogen activator (uPA). These enzymes are expressed in many cancers, especially during tissue remodeling and subsequent tumor cell invasion. Opaganib (ABC294640), a novel, orally available small molecule is a selective inhibitor of the phosphorylation of sphingosine to sphingosine-1-phosphate (S-1-P) by sphingosine kinase 2 (SPHK2). Both sphingosine kinase 1 (SPHK1) and SPHK2 are known to regulate the proliferation-inducing compound S-1-P. However, SPHK2 is more critical in cancer pathogenesis. The goal of this project was to investigate the potential antitumor effects of upamostat and opaganib, individually and in combination, on cholangiocarcinoma (CCA) xenografts in nude mice. PAX165, a patient-derived xenograft (PDX) from a surgically resected CCA, expresses substantial levels of SPHK2, PRSS1, PRSS2, and PRSS3. Four groups of 18 mice each were treated with upamostat, opaganib, both, or vehicle. Mouse weights and PAX165 tumor volumes were measured. Tumor volumes in the upamostat, opaganib, and upamostat plus opaganib groups were significantly decreased compared to the control group.
Collapse
Affiliation(s)
- Faizal Z. Asumda
- Departments of Pediatrics and Pathology, Medical College of Georgia-Augusta University Medical Center, Augusta, GA 30912, USA;
| | - Nellie A. Campbell
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Mayo Clinic Cancer Center, Rochester, MN 55905, USA; (N.A.C.); (M.J.M.); (X.Z.)
| | | | - Reza Fathi
- RedHill Biopharma, Ltd., 21 Ha’arba’a St., Tel Aviv 6473921, Israel; (R.F.); (M.L.L.)
| | | | - Melanie Kiem
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Mayo Clinic Cancer Center, Rochester, MN 55905, USA; (N.A.C.); (M.J.M.); (X.Z.)
- Study of Human Medicine, Paracelsus Medical University, Strubergasse 21, 5020 Salzburg, Austria
| | - Ethan V. Vang
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Mayo Clinic Cancer Center, Rochester, MN 55905, USA; (N.A.C.); (M.J.M.); (X.Z.)
| | - Yo Han Kim
- Department of Urology, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA; (Y.H.K.); (F.L.)
| | - Xin Luo
- Hepatic Surgery Center and Hubei Key Laboratory of Hepato-Pancreatic-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430074, China
| | - Daniel R. O’Brien
- Department of Quantitative Health Sciences, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA;
| | - Sarah A. Buhrow
- Department of Oncology and Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA; (S.A.B.); (J.M.R.)
| | - Joel M. Reid
- Department of Oncology and Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA; (S.A.B.); (J.M.R.)
| | - Michael J. Moore
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Mayo Clinic Cancer Center, Rochester, MN 55905, USA; (N.A.C.); (M.J.M.); (X.Z.)
| | - Vered Katz Ben-Yair
- RedHill Biopharma, Ltd., 21 Ha’arba’a St., Tel Aviv 6473921, Israel; (R.F.); (M.L.L.)
| | - Mark L. Levitt
- RedHill Biopharma, Ltd., 21 Ha’arba’a St., Tel Aviv 6473921, Israel; (R.F.); (M.L.L.)
| | - Jennifer L. Leiting
- Division of Subspecialty General Surgery, Department of Surgery, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA;
| | - Amro M. Abdelrahman
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA; (A.M.A.); (M.J.T.)
| | - Xinli Zhu
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Mayo Clinic Cancer Center, Rochester, MN 55905, USA; (N.A.C.); (M.J.M.); (X.Z.)
- Department of Radiation Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310030, China
| | - Fabrice Lucien
- Department of Urology, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA; (Y.H.K.); (F.L.)
| | - Mark J. Truty
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA; (A.M.A.); (M.J.T.)
| | - Lewis R. Roberts
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Mayo Clinic Cancer Center, Rochester, MN 55905, USA; (N.A.C.); (M.J.M.); (X.Z.)
| |
Collapse
|
17
|
Huang YK, Cheng WC, Kuo TT, Yang JC, Wu YC, Wu HH, Lo CC, Hsieh CY, Wong SC, Lu CH, Wu WL, Liu SJ, Li YC, Lin CC, Shen CN, Hung MC, Lin JT, Yeh CC, Sher YP. Inhibition of ADAM9 promotes the selective degradation of KRAS and sensitizes pancreatic cancers to chemotherapy. NATURE CANCER 2024; 5:400-419. [PMID: 38267627 DOI: 10.1038/s43018-023-00720-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Accepted: 12/19/2023] [Indexed: 01/26/2024]
Abstract
Kirsten rat sarcoma virus (KRAS) signaling drives pancreatic ductal adenocarcinoma (PDAC) malignancy, which is an unmet clinical need. Here, we identify a disintegrin and metalloproteinase domain (ADAM)9 as a modulator of PDAC progression via stabilization of wild-type and mutant KRAS proteins. Mechanistically, ADAM9 loss increases the interaction of KRAS with plasminogen activator inhibitor 1 (PAI-1), which functions as a selective autophagy receptor in conjunction with light chain 3 (LC3), triggering lysosomal degradation of KRAS. Suppression of ADAM9 by a small-molecule inhibitor restricts disease progression in spontaneous models, and combination with gemcitabine elicits dramatic regression of patient-derived tumors. Our findings provide a promising strategy to target the KRAS signaling cascade and demonstrate a potential modality to enhance sensitivity to chemotherapy in PDAC.
Collapse
Affiliation(s)
- Yu-Kai Huang
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
| | - Wei-Chung Cheng
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
- Cancer Biology and Precision Therapeutics Center, China Medical University, Taichung, Taiwan
- Ph.D. Program for Cancer Biology and Drug Discovery, China Medical University and Academia Sinica, Taichung, Taiwan
| | - Ting-Ting Kuo
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
| | - Juan-Cheng Yang
- School of Chinese Medicine, College of Chinese Medicine, China Medical University, Taichung, Taiwan
| | - Yang-Chang Wu
- Graduate Institute of Integrated Medicine, College of Chinese Medicine, China Medical University, Taichung, Taiwan
- Department of Medical Laboratory Science and Biotechnology, College of Medical and Health Science, Asia University, Taichung, Taiwan
| | - Heng-Hsiung Wu
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
| | - Chia-Chien Lo
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
- Center for Molecular Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Chih-Ying Hsieh
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
| | - Sze-Ching Wong
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
| | - Chih-Hao Lu
- Institute of Bioinformatics and Systems Biology, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Wan-Ling Wu
- National Institute of Infectious Diseases and Vaccinology, National Health Research Institutes, Miaoli, Taiwan
| | - Shih-Jen Liu
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
- National Institute of Infectious Diseases and Vaccinology, National Health Research Institutes, Miaoli, Taiwan
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Yi-Chuan Li
- Department of Biological Science and Technology, China Medical University, Taichung, Taiwan
| | - Ching-Chan Lin
- Division of Hematology and Oncology, China Medical University Hospital, Taichung, Taiwan
| | - Chia-Ning Shen
- Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Mien-Chie Hung
- Cancer Biology and Precision Therapeutics Center, China Medical University, Taichung, Taiwan
- Center for Molecular Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Jaw-Town Lin
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, E-Da Hospital, Kaohsiung, Taiwan
| | - Chun-Chieh Yeh
- Department of Medicine, School of Medicine, China Medical University, Taichung, Taiwan.
- Department of Surgery, Organ Transplantation Center, China Medical University Hospital, Taichung, Taiwan.
| | - Yuh-Pyng Sher
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan.
- Cancer Biology and Precision Therapeutics Center, China Medical University, Taichung, Taiwan.
- Ph.D. Program for Cancer Biology and Drug Discovery, China Medical University and Academia Sinica, Taichung, Taiwan.
- Center for Molecular Medicine, China Medical University Hospital, Taichung, Taiwan.
- Institute of Biochemistry and Molecular Biology, China Medical University, Taichung, Taiwan.
| |
Collapse
|
18
|
Kazi A, Ranjan A, Kumar M.V. V, Agianian B, Garcia Chavez M, Vudatha V, Wang R, Vangipurapu R, Chen L, Kennedy P, Subramanian K, Quirke JC, Beato F, Underwood PW, Fleming JB, Trevino J, Hergenrother PJ, Gavathiotis E, Sebti SM. Discovery of KRB-456, a KRAS G12D Switch-I/II Allosteric Pocket Binder That Inhibits the Growth of Pancreatic Cancer Patient-derived Tumors. CANCER RESEARCH COMMUNICATIONS 2023; 3:2623-2639. [PMID: 38051103 PMCID: PMC10754035 DOI: 10.1158/2767-9764.crc-23-0222] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 08/26/2023] [Accepted: 11/15/2023] [Indexed: 12/07/2023]
Abstract
Currently, there are no clinically approved drugs that directly thwart mutant KRAS G12D, a major driver of human cancer. Here, we report on the discovery of a small molecule, KRB-456, that binds KRAS G12D and inhibits the growth of pancreatic cancer patient-derived tumors. Protein nuclear magnetic resonance studies revealed that KRB-456 binds the GDP-bound and GCP-bound conformation of KRAS G12D by forming interactions with a dynamic allosteric binding pocket within the switch-I/II region. Isothermal titration calorimetry demonstrated that KRB-456 binds potently to KRAS G12D with 1.5-, 2-, and 6-fold higher affinity than to KRAS G12V, KRAS wild-type, and KRAS G12C, respectively. KRB-456 potently inhibits the binding of KRAS G12D to the RAS-binding domain (RBD) of RAF1 as demonstrated by GST-RBD pulldown and AlphaScreen assays. Treatment of KRAS G12D-harboring human pancreatic cancer cells with KRB-456 suppresses the cellular levels of KRAS bound to GTP and inhibits the binding of KRAS to RAF1. Importantly, KRB-456 inhibits P-MEK, P-AKT, and P-S6 levels in vivo and inhibits the growth of subcutaneous and orthotopic xenografts derived from patients with pancreatic cancer whose tumors harbor KRAS G12D and KRAS G12V and who relapsed after chemotherapy and radiotherapy. These results warrant further development of KRB-456 for pancreatic cancer. SIGNIFICANCE There are no clinically approved drugs directly abrogating mutant KRAS G12D. Here, we discovered a small molecule, KRB-456, that binds a dynamic allosteric binding pocket within the switch-I/II region of KRAS G12D. KRB-456 inhibits P-MEK, P-AKT, and P-S6 levels in vivo and inhibits the growth of subcutaneous and orthotopic xenografts derived from patients with pancreatic cancer. This discovery warrants further advanced preclinical and clinical studies in pancreatic cancer.
Collapse
Affiliation(s)
- Aslamuzzaman Kazi
- Department of Pharmacology and Toxicology and Massey Comprehensive Cancer Center, Virginia Commonwealth University, Richmond, Virginia
- Drug Discovery Department, Moffitt Cancer Center, Tampa, Florida
| | - Alok Ranjan
- Department of Pharmacology and Toxicology and Massey Comprehensive Cancer Center, Virginia Commonwealth University, Richmond, Virginia
| | - Vasantha Kumar M.V.
- Department of Biochemistry, Department of Medicine, Montefiore Einstein Comprehensive Cancer Center, Albert Einstein College of Medicine, Bronx, New York
| | - Bogos Agianian
- Department of Biochemistry, Department of Medicine, Montefiore Einstein Comprehensive Cancer Center, Albert Einstein College of Medicine, Bronx, New York
| | - Martin Garcia Chavez
- Department of Chemistry, Cancer Center at Illinois, University of Illinois at Urbana-Champaign, Urbana, Illinois
| | - Vignesh Vudatha
- Department of Surgery, Virginia Commonwealth University, Richmond, Virginia
| | - Rui Wang
- Department of Pharmacology and Toxicology and Massey Comprehensive Cancer Center, Virginia Commonwealth University, Richmond, Virginia
| | | | - Liwei Chen
- Drug Discovery Department, Moffitt Cancer Center, Tampa, Florida
| | - Perry Kennedy
- Drug Discovery Department, Moffitt Cancer Center, Tampa, Florida
| | - Karthikeyan Subramanian
- Department of Pharmacology and Toxicology and Massey Comprehensive Cancer Center, Virginia Commonwealth University, Richmond, Virginia
| | - Jonathan C.K. Quirke
- Department of Chemistry, Cancer Center at Illinois, University of Illinois at Urbana-Champaign, Urbana, Illinois
| | - Francisca Beato
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, Florida
| | | | - Jason B. Fleming
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, Florida
| | - Jose Trevino
- Department of Surgery, Virginia Commonwealth University, Richmond, Virginia
- Department of Surgery, University of Florida, Gainesville, Florida
| | - Paul J. Hergenrother
- Department of Chemistry, Cancer Center at Illinois, University of Illinois at Urbana-Champaign, Urbana, Illinois
| | - Evripidis Gavathiotis
- Department of Biochemistry, Department of Medicine, Montefiore Einstein Comprehensive Cancer Center, Albert Einstein College of Medicine, Bronx, New York
| | - Said M. Sebti
- Department of Pharmacology and Toxicology and Massey Comprehensive Cancer Center, Virginia Commonwealth University, Richmond, Virginia
- Drug Discovery Department, Moffitt Cancer Center, Tampa, Florida
| |
Collapse
|
19
|
Maurin M, Ranjouri M, Megino-Luque C, Newberg JY, Du D, Martin K, Miner RE, Prater MS, Wee DKB, Centeno B, Pruett-Miller SM, Stewart P, Fleming JB, Yu X, Bravo-Cordero JJ, Guccione E, Black MA, Mann KM. RBFOX2 deregulation promotes pancreatic cancer progression and metastasis through alternative splicing. Nat Commun 2023; 14:8444. [PMID: 38114498 PMCID: PMC10730836 DOI: 10.1038/s41467-023-44126-w] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 11/30/2023] [Indexed: 12/21/2023] Open
Abstract
RNA splicing is an important biological process associated with cancer initiation and progression. However, the contribution of alternative splicing to pancreatic cancer (PDAC) development is not well understood. Here, we identify an enrichment of RNA binding proteins (RBPs) involved in splicing regulation linked to PDAC progression from a forward genetic screen using Sleeping Beauty insertional mutagenesis in a mouse model of pancreatic cancer. We demonstrate downregulation of RBFOX2, an RBP of the FOX family, promotes pancreatic cancer progression and liver metastasis. Specifically, we show RBFOX2 regulates exon splicing events in transcripts encoding proteins involved in cytoskeletal remodeling programs. These exons are differentially spliced in PDAC patients, with enhanced exon skipping in the classical subtype for several RBFOX2 targets. RBFOX2 mediated splicing of ABI1, encoding the Abelson-interactor 1 adapter protein, controls the abundance and localization of ABI1 protein isoforms in pancreatic cancer cells and promotes the relocalization of ABI1 from the cytoplasm to the periphery of migrating cells. Using splice-switching antisense oligonucleotides (AONs) we demonstrate the ABI1 ∆Ex9 isoform enhances cell migration. Together, our data identify a role for RBFOX2 in promoting PDAC progression through alternative splicing regulation.
Collapse
Affiliation(s)
- Michelle Maurin
- Department of Molecular Oncology, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | | | - Cristina Megino-Luque
- Division of Hematology and Oncology, Department of Medicine, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Justin Y Newberg
- Department of Molecular Oncology, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | - Dongliang Du
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | - Katelyn Martin
- Department of Molecular Oncology, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | - Robert E Miner
- Department of Molecular Oncology, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | - Mollie S Prater
- Department of Cell and Molecular Biology and Center for Advanced Genome Engineering (CAGE), St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Dave Keng Boon Wee
- Institute for Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore, 138673, Republic of Singapore
| | - Barbara Centeno
- Department of Anatomic Pathology, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | - Shondra M Pruett-Miller
- Department of Cell and Molecular Biology and Center for Advanced Genome Engineering (CAGE), St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Paul Stewart
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | - Jason B Fleming
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | - Xiaoqing Yu
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | - Jose Javier Bravo-Cordero
- Division of Hematology and Oncology, Department of Medicine, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Ernesto Guccione
- Center for OncoGenomics and Innovative Therapeutics (COGIT), Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Center for Therapeutics Discovery, Department of Oncological Sciences and Pharmacological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Michael A Black
- Department of Biochemistry, University of Otago, Dunedin, 9054, New Zealand
| | - Karen M Mann
- Department of Molecular Oncology, Moffitt Cancer Center, Tampa, FL, 33612, USA.
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL, 33612, USA.
| |
Collapse
|
20
|
Obreque J, Vergara-Gómez L, Venegas N, Weber H, Owen GI, Pérez-Moreno P, Leal P, Roa JC, Bizama C. Advances towards the use of gastrointestinal tumor patient-derived organoids as a therapeutic decision-making tool. Biol Res 2023; 56:63. [PMID: 38041132 PMCID: PMC10693174 DOI: 10.1186/s40659-023-00476-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 11/16/2023] [Indexed: 12/03/2023] Open
Abstract
In December 2022 the US Food and Drug Administration (FDA) removed the requirement that drugs in development must undergo animal testing before clinical evaluation, a declaration that now demands the establishment and verification of ex vivo preclinical models that closely represent tumor complexity and that can predict therapeutic response. Fortunately, the emergence of patient-derived organoid (PDOs) culture has enabled the ex vivo mimicking of the pathophysiology of human tumors with the reassembly of tissue-specific features. These features include histopathological variability, molecular expression profiles, genetic and cellular heterogeneity of parental tissue, and furthermore growing evidence suggests the ability to predict patient therapeutic response. Concentrating on the highly lethal and heterogeneous gastrointestinal (GI) tumors, herein we present the state-of-the-art and the current methodology of PDOs. We highlight the potential additions, improvements and testing required to allow the ex vivo of study the tumor microenvironment, as well as offering commentary on the predictive value of clinical response to treatments such as chemotherapy and immunotherapy.
Collapse
Affiliation(s)
- Javiera Obreque
- Department of Pathology, School of Medicine, Pontificia Universidad Católica de Chile, Diagonal Paraguay 362, Office 526, 8330024, Santiago, Chile
- Millennium Institute on Immunology and Immunotherapy, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile
- Centro de Prevención y Control de Cáncer (CECAN), Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Luis Vergara-Gómez
- Centre of Excellence in Translational Medicine (CEMT) and Scientific and Technological Bioresource Nucleus (BIOREN), Biomedicine and Translational Research Lab, Universidad de La Frontera, 4810296, Temuco, Chile
| | - Nicolás Venegas
- Department of Pathology, School of Medicine, Pontificia Universidad Católica de Chile, Diagonal Paraguay 362, Office 526, 8330024, Santiago, Chile
| | - Helga Weber
- Centre of Excellence in Translational Medicine (CEMT) and Scientific and Technological Bioresource Nucleus (BIOREN), Biomedicine and Translational Research Lab, Universidad de La Frontera, 4810296, Temuco, Chile
| | - Gareth I Owen
- Millennium Institute on Immunology and Immunotherapy, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile
- Department of Physiology, Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile
- Advanced Center for Chronic Diseases, Pontificia Universidad Católica de Chile, Santiago, Chile
- Centro de Prevención y Control de Cáncer (CECAN), Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Pablo Pérez-Moreno
- Department of Pathology, School of Medicine, Pontificia Universidad Católica de Chile, Diagonal Paraguay 362, Office 526, 8330024, Santiago, Chile
- Millennium Institute on Immunology and Immunotherapy, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile
| | - Pamela Leal
- Centre of Excellence in Translational Medicine (CEMT) and Scientific and Technological Bioresource Nucleus (BIOREN), Biomedicine and Translational Research Lab, Universidad de La Frontera, 4810296, Temuco, Chile
| | - Juan Carlos Roa
- Department of Pathology, School of Medicine, Pontificia Universidad Católica de Chile, Diagonal Paraguay 362, Office 526, 8330024, Santiago, Chile
- Millennium Institute on Immunology and Immunotherapy, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile
- Centro de Prevención y Control de Cáncer (CECAN), Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Carolina Bizama
- Department of Pathology, School of Medicine, Pontificia Universidad Católica de Chile, Diagonal Paraguay 362, Office 526, 8330024, Santiago, Chile.
- Millennium Institute on Immunology and Immunotherapy, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile.
- Advanced Center for Chronic Diseases, Pontificia Universidad Católica de Chile, Santiago, Chile.
- Centro de Prevención y Control de Cáncer (CECAN), Pontificia Universidad Católica de Chile, Santiago, Chile.
| |
Collapse
|
21
|
Briseño-Díaz P, Schnoor M, Bello-Ramirez M, Correa-Basurto J, Rojo-Domínguez A, Arregui L, Vega L, Núñez-González E, Palau-Hernández LA, Parra-Torres CG, García Córdova ÓM, Zepeda-Castilla E, Torices-Escalante E, Domínguez-Camacho L, Xoconostle-Cazares B, Meraz-Ríos MA, Delfín-Azuara S, Carrión-Estrada DA, Villegas-Sepúlveda N, Hernández-Rivas R, Thompson-Bonilla MDR, Vargas M. Synergistic effect of antagonists to KRas4B/PDE6 molecular complex in pancreatic cancer. Life Sci Alliance 2023; 6:e202302019. [PMID: 37813486 PMCID: PMC10561825 DOI: 10.26508/lsa.202302019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 09/20/2023] [Accepted: 09/25/2023] [Indexed: 10/12/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) has the worst prognosis among all human cancers as it is highly resistant to chemotherapy. K-Ras mutations usually trigger the development and progression of PDAC. We hypothesized that compounds stabilizing the KRas4B/PDE6δ complex could serve as PDAC treatments. Using in silico approaches, we identified the small molecules C14 and P8 that reduced K-Ras activation in primary PDAC cells. Importantly, C14 and P8 significantly prevented tumor growth in patient-derived xenotransplants. Combined treatment with C14 and P8 strongly increased cytotoxicity in PDAC cell lines and primary cultures and showed strong synergistic antineoplastic effects in preclinical murine PDAC models that were superior to conventional therapeutics without causing side effects. Mechanistically, C14 and P8 reduced tumor growth by inhibiting AKT and ERK signaling downstream of K-RAS leading to apoptosis, specifically in PDAC cells. Thus, combined treatment with C14 and P8 may be a superior pharmaceutical strategy to improve the outcome of PDAC.
Collapse
Affiliation(s)
- Paola Briseño-Díaz
- Department of Molecular Biomedicine, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV-IPN), México City, Mexico
| | - Michael Schnoor
- Department of Molecular Biomedicine, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV-IPN), México City, Mexico
| | - Martiniano Bello-Ramirez
- Laboratory of Molecular Modeling and Drug Design of the Higher School of Medicine, National Polytechnic Institute, Mexico City, Mexico
| | - Jose Correa-Basurto
- Laboratory of Molecular Modeling and Drug Design of the Higher School of Medicine, National Polytechnic Institute, Mexico City, Mexico
| | - Arturo Rojo-Domínguez
- Department of Natural Sciences, Metropolitan Autonomous University, Mexico City, Mexico
| | - Leticia Arregui
- Department of Natural Sciences, Metropolitan Autonomous University, Mexico City, Mexico
| | - Libia Vega
- Toxicology Department, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV-IPN), Mexico City, Mexico
| | - Enrique Núñez-González
- Department of Surgical Oncology and General Surgery, Hospital 1 de Octubre, ISSSTE, Mexico City, Mexico
| | | | | | | | - Ernesto Zepeda-Castilla
- Department of Surgical Oncology and General Surgery, Hospital 1 de Octubre, ISSSTE, Mexico City, Mexico
| | - Eduardo Torices-Escalante
- Department of Surgical Oncology and General Surgery, Hospital 1 de Octubre, ISSSTE, Mexico City, Mexico
| | - Leticia Domínguez-Camacho
- Department of Surgical Oncology and General Surgery, Hospital 1 de Octubre, ISSSTE, Mexico City, Mexico
| | - Beatriz Xoconostle-Cazares
- Department of Biotechnology, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV-IPN), México City, Mexico
| | - Marco Antonio Meraz-Ríos
- Department of Molecular Biomedicine, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV-IPN), México City, Mexico
| | - Sandra Delfín-Azuara
- Department of Molecular Biomedicine, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV-IPN), México City, Mexico
| | - Dayan Andrea Carrión-Estrada
- Department of Molecular Biomedicine, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV-IPN), México City, Mexico
| | - Nicolas Villegas-Sepúlveda
- Department of Molecular Biomedicine, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV-IPN), México City, Mexico
| | - Rosaura Hernández-Rivas
- Department of Molecular Biomedicine, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV-IPN), México City, Mexico
| | | | - Miguel Vargas
- Department of Molecular Biomedicine, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV-IPN), México City, Mexico
| |
Collapse
|
22
|
Xiang F, Luo F. Stem cell factor modulates HIF-1α levels and diminishes 5-FU sensitivity in 5-FU resistant pancreatic cells by altering the anabolic glucose metabolism. J Biochem Mol Toxicol 2023; 37:e23487. [PMID: 37718545 DOI: 10.1002/jbt.23487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 06/19/2023] [Accepted: 07/31/2023] [Indexed: 09/19/2023]
Abstract
Resistance to chemotherapy in cancer leads to poor therapeutic outcomes and also leads to challenges in treatment. The present work evaluated the mechanism involved in the resistance of 5-flurouracil (5-FU) in pancreatic cancer. At least 14 different pancreatic cancer (PC) cell lines were used for the study. For in vivo study female nude mice were selected. Patient-derived tumor xenograft samples were obtained from patients. The study involved, study for glucose uptake, fluorescence-activated cell sorting for glucose transporter, 3-[4,5-dimethylthiazol-2-yl]-2,5-diphenyltetrazolium bromide for cell survival, Picto-micrography for clonogenic assay, glutamine uptake assay, extracellular acidification and oxygen consumption rate, carbon dioxide release assay and lactate assay were also done. In addition to this, quantitative real-time polymerase chain reaction analysis for expression of genes, chromatin immunoprecipitation assay, western blot for protein expression, and immunohistochemical analysis in tumor sections, the tumors were studied by imaging for hypoxia and localization of TKT and CTPS-2. Also, patient-derived xenograft tumors were engrafted in nude mice, followed by a glucose uptake assay. We reported that elevated glycolytic flux causes dependence on glucose in cancer cells and, at the same time, increases pyrimidine biosynthesis. It was also found that stem cell factor-mediated stabilization of hypoxia-inducible factor-1a (HIF-1α) modulates the resistance in PC. Targeting HIF-1α in combination with 5-FU, strongly reduced the tumor burden. The study concludes that stem cell factor modulates HIF-1α and decreases the sensitivity in 5-FU resistant pancreatic cancer cells by targeting glucose metabolism. Deceased expression levels of CTPS-2 and TKT, which are regulators of pyrimidine biosynthesis could better the chance of survival in patients of pancreatic cancer receiving treatment of 5-FU.
Collapse
Affiliation(s)
- Fu Xiang
- Department of General Surgery, Dalian Medical University, Dalian, Liaoning, China
| | - Fuwen Luo
- Department of Acute Abdominal Surgery, Dalian Medical University, Dalian, Liaoning, China
| |
Collapse
|
23
|
Hernández Guerrero T, Baños N, del Puerto Nevado L, Mahillo-Fernandez I, Doger De-Speville B, Calvo E, Wick M, García-Foncillas J, Moreno V. Patient Characteristics Associated with Growth of Patient-Derived Tumor Implants in Mice (Patient-Derived Xenografts). Cancers (Basel) 2023; 15:5402. [PMID: 38001663 PMCID: PMC10670531 DOI: 10.3390/cancers15225402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 10/26/2023] [Accepted: 11/04/2023] [Indexed: 11/26/2023] Open
Abstract
Background: patient-derived xenografts (PDXs) have defined the field of translational cancer research in recent years, becoming one of the most-used tools in early drug development. The process of establishing cancer models in mice has turned out to be challenging, since little research focuses on evaluating which factors impact engraftment success. We sought to determine the clinical, pathological, or molecular factors which may predict better engraftment rates in PDXs. Methods: between March 2017 and January 2021, tumor samples obtained from patients with primary or metastatic cancer were implanted into athymic nude mice. A full comprehensive evaluation of baseline factors associated with the patients and patients' tumors was performed, with the goal of potentially identifying predictive markers of engraftment. We focused on clinical (patient factors) pathological (patients' tumor samples) and molecular (patients' tumor samples) characteristics, analyzed either by immunohistochemistry (IHC) or next-generation sequencing (NGS), which were associated with the likelihood of final engraftment, as well as with tumor growth rates in xenografts. Results: a total of 585 tumor samples were collected and implanted. Twenty-one failed to engraft, due to lack of malignant cells. Of 564 tumor-positive samples, 187 (33.2%) grew at time of analysis. The study was able to find correlation and predictive value for engraftment for the following: the use of systemic antibiotics by the patient within 2 weeks of sampling (38.1% (72/189) antibiotics- group vs. 30.7% (115/375) no-antibiotics) (p = 0.048), and the administration of systemic steroids to the patients within 2 weeks of sampling (41.5% (34/48) steroids vs. 31.7% (153/329), no-steroids) (p = 0.049). Regarding patient's baseline tests, we found certain markers could help predict final engraftment success: for lactate dehydrogenase (LDH) levels, 34.1% (140/411) of tumors derived from patients with baseline blood LDH levels above the upper limit of normality (ULN) achieved growth, against 30.7% (47/153) with normal LDH (p = 0.047). Histological tumor characteristics, such as grade of differentiation, were also correlated. Grade 1: 25.4% (47/187), grade 2: 34.8% (65/187) and grade 3: 40.1% (75/187) tumors achieved successful growth (p = 0.043), suggesting the higher the grade, the higher the likelihood of success. Similarly, higher ki67 levels were also correlated with better engraftment rates: low (Ki67 < 15%): 8.9% (9/45) achieved growth vs. high (Ki67 ≥ 15%): 31% (35/113) (p: 0.002). Other markers of aggressiveness such as the presence of lymphovascular invasion in tumor sample of origin was also predictive: 42.2% (97/230) with lymphovascular vs. 26.9% (90/334) of samples with no invasion (p = 0.0001). From the molecular standpoint, mismatch-repair-deficient (MMRd) tumors showed better engraftment rates: 62.1% (18/29) achieved growth vs. 40.8% (75/184) of proficient tumors (p = 0.026). A total of 84 PDX were breast models, among which 57.9% (11/19) ER-negative models grew, vs. 15.4% (10/65) of ER-positive models (p = 0.0001), also consonant with ER-negative tumors being more aggressive. BRAFmut cancers are more likely to achieve engraftment during the development of PDX models. Lastly, tumor growth rates during first passages can help establish a cutoff point for the decision-making process during PDX development, since the higher the tumor grades, the higher the likelihood of success. Conclusions: tumors with higher grade and Ki67 protein expression, lymphovascular and/or perineural invasion, with dMMR and are negative for ER expression have a higher probability of achieving growth in the process of PDX development. The use of steroids and/or antibiotics in the patient prior to sampling can also impact the likelihood of success in PDX development. Lastly, establishing a cutoff point for tumor growth rates could guide the decision-making process during PDX development.
Collapse
Affiliation(s)
| | - Natalia Baños
- START Madrid—Fundación Jimenez Díaz University Hospital, Avenida Reyes Católicos 2, 28040 Madrid, Spain (I.M.-F.); (B.D.D.-S.); (J.G.-F.); (V.M.)
| | | | - Ignacio Mahillo-Fernandez
- START Madrid—Fundación Jimenez Díaz University Hospital, Avenida Reyes Católicos 2, 28040 Madrid, Spain (I.M.-F.); (B.D.D.-S.); (J.G.-F.); (V.M.)
- Translational Oncology Division, IIS-Fundación Jiménez Díaz-UAM, 28040 Madrid, Spain;
| | - Bernard Doger De-Speville
- START Madrid—Fundación Jimenez Díaz University Hospital, Avenida Reyes Católicos 2, 28040 Madrid, Spain (I.M.-F.); (B.D.D.-S.); (J.G.-F.); (V.M.)
| | - Emiliano Calvo
- START Madrid—CIOCC HM Sanchinarro, C. de Oña, 10, 28050 Madrid, Spain;
| | - Michael Wick
- XENOStart START San Antonio, 4383 Medical Dr, San Antonio, TX 78229, USA;
| | - Jesús García-Foncillas
- START Madrid—Fundación Jimenez Díaz University Hospital, Avenida Reyes Católicos 2, 28040 Madrid, Spain (I.M.-F.); (B.D.D.-S.); (J.G.-F.); (V.M.)
- Translational Oncology Division, IIS-Fundación Jiménez Díaz-UAM, 28040 Madrid, Spain;
| | - Victor Moreno
- START Madrid—Fundación Jimenez Díaz University Hospital, Avenida Reyes Católicos 2, 28040 Madrid, Spain (I.M.-F.); (B.D.D.-S.); (J.G.-F.); (V.M.)
| |
Collapse
|
24
|
O’Leary BR, Kalen AL, Pope AN, Goswami PC, Cullen JJ. Hydrogen Peroxide Mediates Pharmacological Ascorbate Induced Radio-Sensitization of Pancreatic Cancer Cells by Enhancing G2-accumulation and Reducing Cyclin B1 Protein Levels. Radiat Res 2023; 200:444-455. [PMID: 37758045 PMCID: PMC10699322 DOI: 10.1667/rade-22-00182.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 08/24/2023] [Indexed: 10/03/2023]
Abstract
Pharmacological ascorbate (P-AscH-, high dose, intravenous vitamin C) preferentially sensitizes human pancreas ductal adenocarcinoma (PDAC) cells to radiation-induced toxicity compared to non-tumorigenic epithelial cells. Radiation-induced G2-checkpoint activation contributes to the resistance of cancer cells to DNA damage induced toxicity. We hypothesized that P-AscH- induced radio-sensitization of PDAC cells is mediated by perturbations in the radiation induced activation of the G2-checkpoint pathway. Both non-tumorigenic pancreatic ductal epithelial and PDAC cells display decreased clonogenic survival and increased doubling times after radiation treatment. In contrast, the addition of P-AscH- to radiation increases clonogenic survival and decreases the doubling time of non-tumorigenic epithelial cells but decreasing clonogenic survival and increasing the doubling time of PDAC cells. Results from the mitotic index and propidium iodide assays showed that while the P-AscH- treatments did not affect radiation-induced G2-checkpoint activation, it enhanced G2-accumulation. The addition of catalase reverses the increases in G2-accumulation, indicating a peroxide-mediated mechanism. In addition, P-AscH- treatment of PDAC cells suppresses radiation-induced accumulation of cyclin B1 protein levels. Both translational and post-translational pathways appear to regulate cyclin B1 protein levels after the combination treatment of PDAC cells with P-AscH- and radiation. The protein changes seen are reversed by the addition of catalase suggesting that hydrogen peroxide mediates P-AscH- induced radiation sensitization of PDAC cells by enhancing G2-accumulation and reducing cyclin B1 protein levels.
Collapse
Affiliation(s)
- Brianne R. O’Leary
- Departments of Surgery and Free Radical and Radiation Biology Division, The University of Iowa Carver College of Medicine, Iowa City, Iowa
| | - Amanda L. Kalen
- Department of Radiation Oncology, The University of Iowa Carver College of Medicine, Iowa City, Iowa
| | - Amanda N. Pope
- Department of Radiation Oncology, The University of Iowa Carver College of Medicine, Iowa City, Iowa
| | - Prabhat C. Goswami
- Department of Radiation Oncology, The University of Iowa Carver College of Medicine, Iowa City, Iowa
| | - Joseph J. Cullen
- Departments of Surgery and Free Radical and Radiation Biology Division, The University of Iowa Carver College of Medicine, Iowa City, Iowa
- Department of Radiation Oncology, The University of Iowa Carver College of Medicine, Iowa City, Iowa
| |
Collapse
|
25
|
Li J, D’Amico S, Kirillov V, Petrenko O, Reich NC. Oncogenic dependency plays a dominant role in the immune response to cancer. Proc Natl Acad Sci U S A 2023; 120:e2308635120. [PMID: 37782788 PMCID: PMC10576078 DOI: 10.1073/pnas.2308635120] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 09/01/2023] [Indexed: 10/04/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the deadliest human malignancies. Advanced PDAC is considered incurable. Nearly 90% of pancreatic cancers are caused by oncogenic KRAS mutations. The mechanisms of primary or acquired resistance to KRAS inhibition are currently unknown. Here, we propose that oncogenic dependency, rather than KRAS mutation per se, plays a dominant role in the immune response to cancer, including late-stage PDAC. Classifying tumor samples according to KRAS activity scores allows accurate prediction of tumor immune composition and therapy response. Dual RAS/MAPK pathway blockade combining KRAS and MEK inhibitors is more effective than the selective KRAS inhibitor alone in attenuating MAPK activation and unblocking the influx of T cells into the tumor. Lowering KRAS activity in established tumors promotes immune infiltration, but with a limited antitumor effect, whereas combining KRAS/MEK inhibition with immune checkpoint blockade achieves durable regression in preclinical models. The results are directly applicable to stratifying human PDAC based on KRAS dependency values and immune cell composition to improve therapeutic design.
Collapse
Affiliation(s)
- Jinyu Li
- Department of Pathology, Stony Brook University, Stony Brook, NY11794
| | - Stephen D’Amico
- Department of Molecular Genetics and Microbiology, Stony Brook University, Stony Brook, NY11794
| | - Varvara Kirillov
- Department of Molecular Genetics and Microbiology, Stony Brook University, Stony Brook, NY11794
| | - Oleksi Petrenko
- Department of Molecular Genetics and Microbiology, Stony Brook University, Stony Brook, NY11794
| | - Nancy C. Reich
- Department of Molecular Genetics and Microbiology, Stony Brook University, Stony Brook, NY11794
| |
Collapse
|
26
|
Kim DW, Beato F, Kim Y, Tassielli AF, Dai R, Denbo JW, Hodul PJ, Malafa MP, Fleming JB. Real time ex vivo chemosensitivity assay for pancreatic adenocarcinoma. Oncotarget 2023; 14:811-818. [PMID: 37713330 PMCID: PMC10503742 DOI: 10.18632/oncotarget.28508] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 08/19/2023] [Indexed: 09/17/2023] Open
Abstract
BACKGROUND Patient-derived organoids (PDOs) and xenografts (PDXs) have been extensively studied for drug-screening. However, their usage is limited due to lengthy establishment time, high engraftment failure rates and different tumor microenvironment from original tumors. To overcome the limitations, we developed real time-live tissue sensitivity assay (RT-LTSA) using fresh tumor samples. METHODS Tissue slices from resected pancreatic cancer samples were placed in 96-well plates, and the slices were treated with chemotherapeutic agents. The correlation between the chemo-sensitivity of tissue slices and each patient's clinical outcome was analyzed. RESULTS The viability and tumor microenvironment of the tissue slices are well-preserved over 5 days. The drug sensitivity assay results are available within 5 days after tissue collection. While all 4 patients who received RT-LTSA sensitive adjuvant regimens did not develop recurrence, 7 of 8 patients who received resistant adjuvant regimens developed recurrence. We observed significantly improved disease-free survival in the patients who received RT-LTSA sensitive adjuvant regimens (median: not reached versus 10.6 months, P = 0.02) compared with the patient who received resistant regimens. A significant negative correlation between RT-LTSA value and relapse-free survival was observed (Somer's D: -0.58; P = 0.016). CONCLUSIONS RT-LTSA which maintains the tumor microenvironment and architecture as found in patients may reflect clinical outcome and could be used as a personalized strategy for pancreatic adenocarcinoma. Further, studies are warranted to verify the findings.
Collapse
Affiliation(s)
- Dae Won Kim
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA
- These authors contributed equally to this work
| | - Francisca Beato
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA
- These authors contributed equally to this work
| | - Youngchul Kim
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL 33612, USA
| | | | - Ruifan Dai
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Jason W. Denbo
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Pamela J. Hodul
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Mokenge P. Malafa
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Jason B. Fleming
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA
| |
Collapse
|
27
|
Lv X, Lu X, Cao J, Luo Q, Ding Y, Peng F, Pataer A, Lu D, Han D, Malmberg E, Chan DW, Wang X, Savage SR, Mao S, Yu J, Peng F, Yan L, Meng H, Maneix L, Han Y, Chen Y, Yao W, Chang EC, Catic A, Lin X, Miles G, Huang P, Sun Z, Burt B, Wang H, Wang J, Yao QC, Zhang B, Roth JA, O’Malley BW, Ellis MJ, Rimawi MF, Ying H, Chen X. Modulation of the proteostasis network promotes tumor resistance to oncogenic KRAS inhibitors. Science 2023; 381:eabn4180. [PMID: 37676964 PMCID: PMC10720158 DOI: 10.1126/science.abn4180] [Citation(s) in RCA: 49] [Impact Index Per Article: 24.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Accepted: 07/28/2023] [Indexed: 09/09/2023]
Abstract
Despite substantial advances in targeting mutant KRAS, tumor resistance to KRAS inhibitors (KRASi) remains a major barrier to progress. Here, we report proteostasis reprogramming as a key convergence point of multiple KRASi-resistance mechanisms. Inactivation of oncogenic KRAS down-regulated both the heat shock response and the inositol-requiring enzyme 1α (IRE1α) branch of the unfolded protein response, causing severe proteostasis disturbances. However, IRE1α was selectively reactivated in an ER stress-independent manner in acquired KRASi-resistant tumors, restoring proteostasis. Oncogenic KRAS promoted IRE1α protein stability through extracellular signal-regulated kinase (ERK)-dependent phosphorylation of IRE1α, leading to IRE1α disassociation from 3-hydroxy-3-methylglutaryl reductase degradation (HRD1) E3-ligase. In KRASi-resistant tumors, both reactivated ERK and hyperactivated AKT restored IRE1α phosphorylation and stability. Suppression of IRE1α overcame resistance to KRASi. This study reveals a druggable mechanism that leads to proteostasis reprogramming and facilitates KRASi resistance.
Collapse
Affiliation(s)
- Xiangdong Lv
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Xuan Lu
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Jin Cao
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Qin Luo
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Yao Ding
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Fanglue Peng
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Apar Pataer
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, USA
| | - Dong Lu
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Department of Pharmacology and Chemical Biology, Baylor College of Medicine, USA
- Center for Drug Discovery, Baylor College of Medicine, USA
| | - Dong Han
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Eric Malmberg
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Doug W. Chan
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Xiaoran Wang
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Sara R. Savage
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
- Department of Molecular and Human Genetics, Baylor College of Medicine, USA
| | - Sufeng Mao
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Jingjing Yu
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Fei Peng
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Department of Medicine, Division of Diabetes, Endocrinology and Metabolism, Baylor College of Medicine, USA
| | - Liang Yan
- Department of Molecular and Cellular Oncology, University of Texas MD Anderson Cancer Center, USA
| | - Huan Meng
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Laure Maneix
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Huffington Center on Aging, Baylor College of Medicine, USA
| | - Yumin Han
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Yiwen Chen
- Department of Bioinformatics and Computational Biology, University of Texas MD Anderson Cancer Center, USA
| | - Wantong Yao
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, USA
| | - Eric C. Chang
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Andre Catic
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Huffington Center on Aging, Baylor College of Medicine, USA
| | - Xia Lin
- Division of Surgical Oncology, Michael E. DeBakey Department of Surgery
| | - George Miles
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
- Department of Molecular and Human Genetics, Baylor College of Medicine, USA
| | - Pengxiang Huang
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Zheng Sun
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Department of Medicine, Division of Diabetes, Endocrinology and Metabolism, Baylor College of Medicine, USA
| | - Bryan Burt
- Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, USA
| | - Huamin Wang
- Department of Pathology, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Jin Wang
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Department of Pharmacology and Chemical Biology, Baylor College of Medicine, USA
- Center for Drug Discovery, Baylor College of Medicine, USA
| | - Qizhi Cathy Yao
- Division of Surgical Oncology, Michael E. DeBakey Department of Surgery
| | - Bing Zhang
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
- Department of Molecular and Human Genetics, Baylor College of Medicine, USA
| | - Jack A. Roth
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, USA
| | - Bert W. O’Malley
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Matthew J. Ellis
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
- Early Oncology, Oncology R&D, AstraZeneca, Gaithersburg, MD, USA
| | - Mothaffar F. Rimawi
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Haoqiang Ying
- Department of Molecular and Cellular Oncology, University of Texas MD Anderson Cancer Center, USA
| | - Xi Chen
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
- Lester and Sue Smith Breast Center and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| |
Collapse
|
28
|
Steers GJ, O’Leary BR, Du J, Wagner BA, Carroll RS, Domann FE, Goswami PC, Buettner GR, Cullen JJ. Pharmacologic Ascorbate and DNMT Inhibitors Increase DUOX Expression and Peroxide-Mediated Toxicity in Pancreatic Cancer. Antioxidants (Basel) 2023; 12:1683. [PMID: 37759986 PMCID: PMC10525653 DOI: 10.3390/antiox12091683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 08/23/2023] [Accepted: 08/25/2023] [Indexed: 09/29/2023] Open
Abstract
Recent studies have demonstrated an important role for vitamin C in the epigenetic regulation of cancer-related genes via DNA demethylation by the ten-eleven translocation (TET) methylcytosine dioxygenase enzymes. DNA methyltransferase (DNMT) reverses this, increasing DNA methylation and decreasing gene expression. Dual oxidase (DUOX) enzymes produce hydrogen peroxide (H2O2) in normal pancreatic tissue but are silenced in pancreatic cancer (PDAC). Treatment of PDAC with pharmacologic ascorbate (P-AscH-, intravenous, high dose vitamin C) increases DUOX expression. We hypothesized that inhibiting DNMT may act synergistically with P-AscH- to further increase DUOX expression and cytotoxicity of PDAC. PDAC cells demonstrated dose-dependent increases in DUOX mRNA and protein expression when treated with DNMT inhibitors. PDAC cells treated with P-AscH- + DNMT inhibitors demonstrated increased DUOX expression, increased intracellular oxidation, and increased cytotoxicity in vitro and in vivo compared to either treatment alone. These findings suggest a potential therapeutic, epigenetic mechanism to treat PDAC.
Collapse
Affiliation(s)
- Garett J. Steers
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
- The Department of Surgery, The University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Brianne R. O’Leary
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
- The Department of Surgery, The University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Juan Du
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
- The Department of Surgery, The University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Brett A. Wagner
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
| | - Rory S. Carroll
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
- The Department of Surgery, The University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Frederick E. Domann
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
| | - Prabhat C. Goswami
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
| | - Garry R. Buettner
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
| | - Joseph J. Cullen
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
- The Department of Surgery, The University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| |
Collapse
|
29
|
Cao F, Jiang Y, Chang L, Du H, Chang D, Pan C, Huang X, Yu D, Zhang M, Fan Y, Bian X, Li K. High-throughput functional screen identifies YWHAZ as a key regulator of pancreatic cancer metastasis. Cell Death Dis 2023; 14:431. [PMID: 37452033 PMCID: PMC10349114 DOI: 10.1038/s41419-023-05951-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 06/27/2023] [Accepted: 07/05/2023] [Indexed: 07/18/2023]
Abstract
Pancreatic cancer is a leading cause of cancer death due to its early metastasis and limited response to the current therapies. Metastasis is a complicated multistep process, which is determined by complex genetic alterations. Despite the identification of many metastasis-related genes, distinguishing the drivers from numerous passengers and establishing the causality in cancer pathophysiology remains challenging. Here, we established a high-throughput and piggyBac transposon-based genetic screening platform, which enables either reduced or increased expression of chromosomal genes near the incorporation site of the gene search vector cassette that contains a doxycycline-regulated promoter. Using this strategy, we identified YWHAZ as a key regulator of pancreatic cancer metastasis. We demonstrated that functional activation of Ywhaz by the gene search vector led to enhanced metastatic capability in mouse pancreatic cancer cells. The metastasis-promoting role of YWHAZ was further validated in human pancreatic cancer cells. Overexpression of YWHAZ resulted in more aggressive metastatic phenotypes in vitro and a shorter survival rate in vivo by modulating epithelial-to-mesenchymal transition. Hence, our study established a high-throughput screening method to investigate the functional relevance of novel genes and validated YWHAZ as a key regulator of pancreatic cancer metastasis.
Collapse
Affiliation(s)
- Fang Cao
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Pathology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Yunpeng Jiang
- Department of Biochemistry and Biophysics, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Lin Chang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Endoscopy Center, Peking University Cancer Hospital & Institute, Beijing, China
- Department of Pathology, Cell Resource Center, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & School of Basic Medicine, Peking Union Medical College (PUMC), Beijing, China
| | - Hongzhen Du
- Department of Pathology, Cell Resource Center, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & School of Basic Medicine, Peking Union Medical College (PUMC), Beijing, China
| | - De Chang
- Department of Pulmonary and Critical Care Medicine, 7th Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Chunxiao Pan
- Department of Pathology, Cell Resource Center, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & School of Basic Medicine, Peking Union Medical College (PUMC), Beijing, China
| | - Xiaozheng Huang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Pathology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Donglin Yu
- Department of Biochemistry and Biophysics, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Mi Zhang
- Department of Pulmonary and Critical Care Medicine, 7th Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Yongna Fan
- Department of Pathology, Cell Resource Center, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & School of Basic Medicine, Peking Union Medical College (PUMC), Beijing, China
| | - Xiaocui Bian
- Department of Pathology, Cell Resource Center, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & School of Basic Medicine, Peking Union Medical College (PUMC), Beijing, China.
| | - Kailong Li
- Department of Biochemistry and Biophysics, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China.
| |
Collapse
|
30
|
Alem D, Yang X, Beato F, Sarcar B, Tassielli AF, Dai R, Hogenson TL, Park MA, Jiang K, Cai J, Yuan Y, Fernandez-Zapico ME, Tan AC, Fleming JB, Xie H. Translational relevance of SOS1 targeting for KRAS-mutant colorectal cancer. Mol Carcinog 2023; 62:1025-1037. [PMID: 37042566 PMCID: PMC10330439 DOI: 10.1002/mc.23543] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 03/29/2023] [Accepted: 03/30/2023] [Indexed: 04/13/2023]
Abstract
It has been challenging to target mutant KRAS (mKRAS) in colorectal cancer (CRC) and other malignancies. Recent efforts have focused on developing inhibitors blocking molecules essential for KRAS activity. In this regard, SOS1 inhibition has arisen as an attractive approach for mKRAS CRC given its essential role as a guanine nucleotide exchange factor for this GTPase. Here, we demonstrated the translational value of SOS1 blockade in mKRAS CRC. We used CRC patient-derived organoids (PDOs) as preclinical models to evaluate their sensitivity to SOS1 inhibitor BI3406. A combination of in silico analyses and wet lab techniques was utilized to define potential predictive markers for SOS1 sensitivity and potential mechanisms of resistance in CRC. RNA-seq analysis of CRC PDOs revealed two groups of CRC PDOs with differential sensitivities to SOS1 inhibitor BI3406. The resistant group was enriched in gene sets involving cholesterol homeostasis, epithelial-mesenchymal transition, and TNF-α/NFκB signaling. Expression analysis identified a significant correlation between SOS1 and SOS2 mRNA levels (Spearman's ρ 0.56, p < 0.001). SOS1/2 protein expression was universally present with heterogeneous patterns in CRC cells but only minimal to none in surrounding nonmalignant cells. Only SOS1 protein expression was associated with worse survival in patients with RAS/RAF mutant CRC (p = 0.04). We also found that SOS1/SOS2 protein expression ratio >1 by immunohistochemistry (p = 0.03) instead of KRAS mutation (p = 1) was a better predictive marker to BI3406 sensitivity of CRC PDOs, concordant with the significant positive correlation between SOS1/SOS2 protein expression ratio and SOS1 dependency. Finally, we showed that GTP-bound RAS level underwent rebound even in BI3406-sensitive PDOs with no change of KRAS downstream effector genes, thus suggesting upregulation of guanine nucleotide exchange factor as potential cellular adaptation mechanisms to SOS1 inhibition. Taken together, our results show that high SOS1/SOS2 protein expression ratio predicts sensitivity to SOS1 inhibition and support further clinical development of SOS1-targeting agents in CRC.
Collapse
Affiliation(s)
- Diego Alem
- Department of Gastrointestinal Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Xinrui Yang
- Department of Gastrointestinal Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Francisca Beato
- Department of Gastrointestinal Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Bhaswati Sarcar
- Department of Gastrointestinal Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Alexandra F Tassielli
- Department of Gastrointestinal Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Ruifan Dai
- Department of Gastrointestinal Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Tara L Hogenson
- Department of Oncology, Schulze Center for Novel Therapeutics, Mayo Clinic, Rochester, Minnesota, USA
| | - Margaret A Park
- Department of Gastrointestinal Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Kun Jiang
- Department of Pathology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Jianfeng Cai
- Department of Chemistry, University of South Florida, Tampa, Florida, USA
| | - Yu Yuan
- Department of Chemistry, University of Central Florida, Orlando, Florida, USA
| | - Martin E Fernandez-Zapico
- Department of Oncology, Schulze Center for Novel Therapeutics, Mayo Clinic, Rochester, Minnesota, USA
| | - Aik Choon Tan
- Department of Biostatistics and Bioinformatics, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Jason B Fleming
- Department of Gastrointestinal Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Hao Xie
- Department of Gastrointestinal Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| |
Collapse
|
31
|
Liu X, Hogg GD, Zuo C, Borcherding NC, Baer JM, Lander VE, Kang LI, Knolhoff BL, Ahmad F, Osterhout RE, Galkin AV, Bruey JM, Carter LL, Mpoy C, Vij KR, Fields RC, Schwarz JK, Park H, Gupta V, DeNardo DG. Context-dependent activation of STING-interferon signaling by CD11b agonists enhances anti-tumor immunity. Cancer Cell 2023; 41:1073-1090.e12. [PMID: 37236195 PMCID: PMC10281762 DOI: 10.1016/j.ccell.2023.04.018] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 04/14/2023] [Accepted: 04/27/2023] [Indexed: 05/28/2023]
Abstract
Chronic activation of inflammatory pathways and suppressed interferon are hallmarks of immunosuppressive tumors. Previous studies have shown that CD11b integrin agonists could enhance anti-tumor immunity through myeloid reprograming, but the underlying mechanisms remain unclear. Herein we find that CD11b agonists alter tumor-associated macrophage (TAM) phenotypes by repressing NF-κB signaling and activating interferon gene expression simultaneously. Repression of NF-κB signaling involves degradation of p65 protein and is context independent. In contrast, CD11b agonism induces STING/STAT1 pathway-mediated interferon gene expression through FAK-mediated mitochondrial dysfunction, with the magnitude of induction dependent on the tumor microenvironment and amplified by cytotoxic therapies. Using tissues from phase I clinical studies, we demonstrate that GB1275 treatment activates STING and STAT1 signaling in TAMs in human tumors. These findings suggest potential mechanism-based therapeutic strategies for CD11b agonists and identify patient populations more likely to benefit.
Collapse
Affiliation(s)
- Xiuting Liu
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Graham D Hogg
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Chong Zuo
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Nicholas C Borcherding
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - John M Baer
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Varintra E Lander
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Liang-I Kang
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA; Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Brett L Knolhoff
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Faiz Ahmad
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | | | | | | | | | - Cedric Mpoy
- Department of Surgery, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Kiran R Vij
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Ryan C Fields
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO 63110, USA; Department of Surgery, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Julie K Schwarz
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO 63110, USA; Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO 63110, USA; Department of Cell Biology & Physiology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Haeseong Park
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA; Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Vineet Gupta
- Drug Discovery Center, Department of Internal Medicine, Rush University Medical Center, Chicago, IL, USA
| | - David G DeNardo
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA; Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA; Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO 63110, USA.
| |
Collapse
|
32
|
Zuo C, Baer JM, Knolhoff BL, Belle JI, Liu X, Alarcon De La Lastra A, Fu C, Hogg GD, Kingston NL, Breden MA, Dodhiawala PB, Zhou DC, Lander VE, James CA, Ding L, Lim KH, Fields RC, Hawkins WG, Weber JD, Zhao G, DeNardo DG. Stromal and therapy-induced macrophage proliferation promotes PDAC progression and susceptibility to innate immunotherapy. J Exp Med 2023; 220:e20212062. [PMID: 36951731 PMCID: PMC10072222 DOI: 10.1084/jem.20212062] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 07/08/2022] [Accepted: 02/01/2023] [Indexed: 03/24/2023] Open
Abstract
Tumor-associated macrophages (TAMs) are abundant in pancreatic ductal adenocarcinomas (PDACs). While TAMs are known to proliferate in cancer tissues, the impact of this on macrophage phenotype and disease progression is poorly understood. We showed that in PDAC, proliferation of TAMs could be driven by colony stimulating factor-1 (CSF1) produced by cancer-associated fibroblasts. CSF1 induced high levels of p21 in macrophages, which regulated both TAM proliferation and phenotype. TAMs in human and mouse PDACs with high levels of p21 had more inflammatory and immunosuppressive phenotypes. p21 expression in TAMs was induced by both stromal interaction and/or chemotherapy treatment. Finally, by modeling p21 expression levels in TAMs, we found that p21-driven macrophage immunosuppression in vivo drove tumor progression. Serendipitously, the same p21-driven pathways that drive tumor progression also drove response to CD40 agonist. These data suggest that stromal or therapy-induced regulation of cell cycle machinery can regulate both macrophage-mediated immune suppression and susceptibility to innate immunotherapy.
Collapse
Affiliation(s)
- Chong Zuo
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - John M. Baer
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Brett L. Knolhoff
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Jad I. Belle
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Xiuting Liu
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | | | - Christina Fu
- Department of Biology, Grinnell College, Grinnell, IA, USA
| | - Graham D. Hogg
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Natalie L. Kingston
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
| | - Marcus A. Breden
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Paarth B. Dodhiawala
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Daniel Cui Zhou
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Varintra E. Lander
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
| | - C. Alston James
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
- Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Li Ding
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Kian-Huat Lim
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Ryan C. Fields
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
- Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - William G. Hawkins
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
- Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Jason D. Weber
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
- Department of Cell Biology and Physiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Guoyan Zhao
- Department of Cell Biology and Physiology, Washington University School of Medicine, St. Louis, MO, USA
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
| | - David G. DeNardo
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
| |
Collapse
|
33
|
Mundi PS, Dela Cruz FS, Grunn A, Diolaiti D, Mauguen A, Rainey AR, Guillan K, Siddiquee A, You D, Realubit R, Karan C, Ortiz MV, Douglass EF, Accordino M, Mistretta S, Brogan F, Bruce JN, Caescu CI, Carvajal RD, Crew KD, Decastro G, Heaney M, Henick BS, Hershman DL, Hou JY, Iwamoto FM, Jurcic JG, Kiran RP, Kluger MD, Kreisl T, Lamanna N, Lassman AB, Lim EA, Manji GA, McKhann GM, McKiernan JM, Neugut AI, Olive KP, Rosenblat T, Schwartz GK, Shu CA, Sisti MB, Tergas A, Vattakalam RM, Welch M, Wenske S, Wright JD, Hibshoosh H, Kalinsky K, Aburi M, Sims PA, Alvarez MJ, Kung AL, Califano A. A Transcriptome-Based Precision Oncology Platform for Patient-Therapy Alignment in a Diverse Set of Treatment-Resistant Malignancies. Cancer Discov 2023; 13:1386-1407. [PMID: 37061969 PMCID: PMC10239356 DOI: 10.1158/2159-8290.cd-22-1020] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 01/14/2023] [Accepted: 03/14/2023] [Indexed: 04/17/2023]
Abstract
Predicting in vivo response to antineoplastics remains an elusive challenge. We performed a first-of-kind evaluation of two transcriptome-based precision cancer medicine methodologies to predict tumor sensitivity to a comprehensive repertoire of clinically relevant oncology drugs, whose mechanism of action we experimentally assessed in cognate cell lines. We enrolled patients with histologically distinct, poor-prognosis malignancies who had progressed on multiple therapies, and developed low-passage, patient-derived xenograft models that were used to validate 35 patient-specific drug predictions. Both OncoTarget, which identifies high-affinity inhibitors of individual master regulator (MR) proteins, and OncoTreat, which identifies drugs that invert the transcriptional activity of hyperconnected MR modules, produced highly significant 30-day disease control rates (68% and 91%, respectively). Moreover, of 18 OncoTreat-predicted drugs, 15 induced the predicted MR-module activity inversion in vivo. Predicted drugs significantly outperformed antineoplastic drugs selected as unpredicted controls, suggesting these methods may substantively complement existing precision cancer medicine approaches, as also illustrated by a case study. SIGNIFICANCE Complementary precision cancer medicine paradigms are needed to broaden the clinical benefit realized through genetic profiling and immunotherapy. In this first-in-class application, we introduce two transcriptome-based tumor-agnostic systems biology tools to predict drug response in vivo. OncoTarget and OncoTreat are scalable for the design of basket and umbrella clinical trials. This article is highlighted in the In This Issue feature, p. 1275.
Collapse
Affiliation(s)
- Prabhjot S. Mundi
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Filemon S. Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Adina Grunn
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Daniel Diolaiti
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Audrey Mauguen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Allison R. Rainey
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Kristina Guillan
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Armaan Siddiquee
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Daoqi You
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Ronald Realubit
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Charles Karan
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Michael V. Ortiz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Eugene F. Douglass
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Melissa Accordino
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Suzanne Mistretta
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Frances Brogan
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Jeffrey N. Bruce
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Neurological Surgery, Columbia University Irving Medical Center, 710 W 168th Street, New York, NY USA 10032
| | - Cristina I. Caescu
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Richard D. Carvajal
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Katherine D Crew
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Guarionex Decastro
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Urology, Columbia University Irving Medical Center, 160 Fort Washington Ave, New York, NY USA 10032
| | - Mark Heaney
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Brian S Henick
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Dawn L Hershman
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 West 168th St. NY, NY 10032
| | - June Y. Hou
- Department of Obstetrics & Gynecology, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY USA 10032
| | - Fabio M. Iwamoto
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Neurology, Columbia University Irving Medical Center, 710 W 168th Street, New York, NY USA 10032
| | - Joseph G. Jurcic
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Ravi P. Kiran
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Surgery, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY USA 10032
| | - Michael D Kluger
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Surgery, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY USA 10032
| | - Teri Kreisl
- Novartis Five Cambridge, MA 02142, United States
| | - Nicole Lamanna
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Andrew B. Lassman
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Neurology, Columbia University Irving Medical Center, 710 W 168th Street, New York, NY USA 10032
| | - Emerson A. Lim
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Gulam A. Manji
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Guy M McKhann
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Neurological Surgery, Columbia University Irving Medical Center, 710 W 168th Street, New York, NY USA 10032
| | - James M. McKiernan
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Urology, Columbia University Irving Medical Center, 160 Fort Washington Ave, New York, NY USA 10032
| | - Alfred I Neugut
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 West 168th St. NY, NY 10032
| | - Kenneth P. Olive
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Todd Rosenblat
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Gary K. Schwartz
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Catherine A Shu
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Michael B. Sisti
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Neurological Surgery, Columbia University Irving Medical Center, 710 W 168th Street, New York, NY USA 10032
- Department of Otolaryngology Head and Neck Surgery, Columbia University Irving Medical Center, 710 W 168th Street, New York, NY USA 10032
- Department of Radiation Oncology, Columbia University Irving Medical Center, 161 Fort Washington Avenue, New York, NY 10032, United States
| | - Ana Tergas
- Department of Obstetrics & Gynecology, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY USA 10032
| | - Reena M Vattakalam
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Obstetrics & Gynecology, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY USA 10032
| | - Mary Welch
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Neurology, Columbia University Irving Medical Center, 710 W 168th Street, New York, NY USA 10032
| | - Sven Wenske
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Urology, Columbia University Irving Medical Center, 160 Fort Washington Ave, New York, NY USA 10032
| | - Jason D. Wright
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Obstetrics & Gynecology, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY USA 10032
| | - Hanina Hibshoosh
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Kevin Kalinsky
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Winship Cancer Institute of Emory University and Department of Hematology and Medical Oncology, Emory University School of Medicine, 1365-C Clifton Road NE, Atlanta, GA 30322, United States
| | - Mahalaxmi Aburi
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Peter A. Sims
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Biochemistry & Molecular Biophysics, Columbia University Irving Medical Center, 701 W 168th Street, New York, NY USA 10032
| | - Mariano J. Alvarez
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- DarwinHealth Inc. New York
| | - Andrew L. Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Andrea Califano
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
- Department of Biochemistry & Molecular Biophysics, Columbia University Irving Medical Center, 701 W 168th Street, New York, NY USA 10032
- Department of Biomedical Informatics, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY USA 10032
- J.P. Sulzberger Columbia Genome Center, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY USA 10032
| |
Collapse
|
34
|
Shapiro DD, Zacharias NM, Tripathi DN, Karki M, Bertocchio J, Soeung M, He R, Westerman ME, Gao J, Rao P, Lam TNA, Jonasch E, Perelli L, Cheng EH, Carugo A, Heffernan TP, Walker CL, Genovese G, Tannir NM, Karam JA, Msaouel P. Neddylation inhibition sensitises renal medullary carcinoma tumours to platinum chemotherapy. Clin Transl Med 2023; 13:e1267. [PMID: 37226898 PMCID: PMC10210052 DOI: 10.1002/ctm2.1267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 04/26/2023] [Accepted: 05/09/2023] [Indexed: 05/26/2023] Open
Abstract
BACKGROUND Renal medullary carcinoma (RMC) is a highly aggressive cancer in need of new therapeutic strategies. The neddylation pathway can protect cells from DNA damage induced by the platinum-based chemotherapy used in RMC. We investigated if neddylation inhibition with pevonedistat will synergistically enhance antitumour effects of platinum-based chemotherapy in RMC. METHODS We evaluated the IC50 concentrations of the neddylation-activating enzyme inhibitor pevonedistat in vitro in RMC cell lines. Bliss synergy scores were calculated using growth inhibition assays following treatment with varying concentrations of pevonedistat and carboplatin. Protein expression was assessed by western blot and immunofluorescence assays. The efficacy of pevonedistat alone or in combination with platinum-based chemotherapy was evaluated in vivo in platinum-naïve and platinum-experienced patient-derived xenograft (PDX) models of RMC. RESULTS The RMC cell lines demonstrated IC50 concentrations of pevonedistat below the maximum tolerated dose in humans. When combined with carboplatin, pevonedistat demonstrated a significant in vitro synergistic effect. Treatment with carboplatin alone increased nuclear ERCC1 levels used to repair the interstrand crosslinks induced by platinum salts. Conversely, the addition of pevonedistat to carboplatin led to p53 upregulation resulting in FANCD2 suppression and reduced nuclear ERCC1 levels. The addition of pevonedistat to platinum-based chemotherapy significantly inhibited tumour growth in both platinum-naïve and platinum-experienced PDX models of RMC (p < .01). CONCLUSIONS Our results suggest that pevonedistat synergises with carboplatin to inhibit RMC cell and tumour growth through inhibition of DNA damage repair. These findings support the development of a clinical trial combining pevonedistat with platinum-based chemotherapy for RMC.
Collapse
Affiliation(s)
- Daniel D. Shapiro
- Department of UrologyUniversity of Wisconsin School of Medicine and Public HealthMadisonWisconsinUSA
- Division of UrologyWilliam S. Middleton Memorial Veterans HospitalMadisonWisconsinUSA
| | | | - Durga N. Tripathi
- Center for Precision Environmental HealthBaylor College of MedicineHoustonTexasUSA
| | - Menuka Karki
- Department of Genitourinary Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Jean‐Philippe Bertocchio
- Department of Genitourinary Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Melinda Soeung
- Department of Genitourinary Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Rong He
- Department of Genitourinary Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Mary E. Westerman
- Department of UrologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Jianjun Gao
- Department of Genitourinary Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Priya Rao
- Department of PathologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Truong N. A. Lam
- Department of Genitourinary Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Eric Jonasch
- Department of Genitourinary Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Luigi Perelli
- Department of Genitourinary Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Emily H. Cheng
- Human Oncology & Pathogenesis Program and Department of PathologyMemorial Sloan Kettering Cancer InstituteNew YorkNew YorkUSA
| | - Alessandro Carugo
- Institute for Applied Cancer ScienceThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- Translational Research to Advance Therapeutics and Innovation in OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- Department of OncologyIRBM SpaRomeItaly
| | - Timothy P. Heffernan
- Institute for Applied Cancer ScienceThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- Translational Research to Advance Therapeutics and Innovation in OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Cheryl L. Walker
- Center for Precision Environmental HealthBaylor College of MedicineHoustonTexasUSA
| | - Giannicola Genovese
- Department of Genitourinary Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- Department of Genomic MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- David H. Koch Center for Applied Research of Genitourinary CancersThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Nizar M. Tannir
- Department of Genitourinary Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Jose A. Karam
- Department of UrologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- Department of Translational Molecular PathologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Pavlos Msaouel
- Center for Precision Environmental HealthBaylor College of MedicineHoustonTexasUSA
- Department of Genitourinary Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- David H. Koch Center for Applied Research of Genitourinary CancersThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- Department of Translational Molecular PathologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| |
Collapse
|
35
|
Park JY, Park JY, Jeong YG, Park JH, Park YH, Kim SH, Khang D. Pancreatic Tumor-Targeting Stemsome Therapeutics. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2023:e2300934. [PMID: 37114740 DOI: 10.1002/adma.202300934] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 04/18/2023] [Indexed: 06/13/2023]
Abstract
Owing to the intrinsic ability of stem cells to target the tumor environment, stem-cell-membrane-functionalized nanocarriers can target and load active anticancer drugs. In this work, a strategy that focuses on stem cells that self-target pancreatic cancer cells is developed. In particular, malignant deep tumors such as pancreatic cancer cells, one of the intractable tumors that currently have no successful clinical strategy, are available for targeting and destruction. By gaining the targeting ability of stem cells against pancreatic tumor cells, stem cell membranes can encapsulate nano-polylactide-co-glycolide loaded with doxorubicin to target and reduce deep pancreatic tumor tissues. Considering the lack of known target proteins on pancreatic tumor cells, the suggested platform technology can be utilized for targeting any malignant tumors in which surface target receptors are unavailable.
Collapse
Affiliation(s)
- Jun-Young Park
- Lee Gil Ya Cancer and Diabetes Institute, Gachon University, Incheon, 21999, South Korea
| | - Jun Young Park
- Department of Health Sciences and Technology, GAIHST, Gachon University, Incheon, 21999, South Korea
| | - Yong-Gyu Jeong
- Department of Health Sciences and Technology, GAIHST, Gachon University, Incheon, 21999, South Korea
| | - Joo-Hwan Park
- Division of Medical Oncology, Department of Internal Medicine, Gil Medical Center, College of Medicine, Gachon University, Incheon, 21565, South Korea
| | - Yeon Ho Park
- Department of Surgery, Gil Medical Center, College of Medicine, Gachon University, Incheon, 21565, South Korea
| | - Sang-Hyun Kim
- CMRI, Department of Pharmacology, College of Medicine, Kyungpook National University, Daegu, 41944, South Korea
| | - Dongwoo Khang
- Lee Gil Ya Cancer and Diabetes Institute, Gachon University, Incheon, 21999, South Korea
- Department of Health Sciences and Technology, GAIHST, Gachon University, Incheon, 21999, South Korea
- Department of Physiology, College of Medicine, Gachon University, Incheon, 21999, South Korea
- Ectosome Inc., Incheon, 21999, South Korea
| |
Collapse
|
36
|
Vudatha V, Herremans KM, Freudenberger DC, Liu C, Trevino JG. In vivo models of pancreatic ductal adenocarcinoma. Adv Cancer Res 2023; 159:75-112. [PMID: 37268402 DOI: 10.1016/bs.acr.2023.02.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is an aggressive malignancy with high mortality rate. Within the next decade, PDAC is projected to become the second leading cause of cancer-associated death in the United States. Understanding the pathophysiology of PDAC tumorigenesis and metastases is crucial toward developing new therapeutics. One of the challenges in cancer research is generating in vivo models that closely recapitulate the genomic, histological, and clinical characteristics of human tumors. An ideal model for PDAC not only captures the tumor and stromal environment of human disease, but also allows for mutational control and is easy to reproduce in terms of time and cost. In this review, we highlight evolution of in vivo models for PDAC including spontaneous tumors models (i.e., chemical induction, genetic modification, viral delivery), implantation models including patient derived xenografts (PDX), and humanized PDX. We discuss the implementation of each system and evaluate the benefits and shortcomings of these models. Overall, this review provides a broad overview of prior and current techniques of in vivo PDAC modeling and their associated challenges.
Collapse
Affiliation(s)
- Vignesh Vudatha
- Department of Surgery, Virginia Commonwealth University School of Medicine, Richmond, VA, United States
| | - Kelly M Herremans
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL, United States
| | - Devon C Freudenberger
- Department of Surgery, Virginia Commonwealth University School of Medicine, Richmond, VA, United States
| | - Christopher Liu
- Department of Surgery, Virginia Commonwealth University School of Medicine, Richmond, VA, United States
| | - Jose G Trevino
- Department of Surgery, Virginia Commonwealth University School of Medicine, Richmond, VA, United States; Division of Surgical Oncology, VCU Massey Cancer Center, Virginia Commonwealth University, School of Medicine, Richmond, VA, United States.
| |
Collapse
|
37
|
Baart VM, van Manen L, Bhairosingh SS, Vuijk FA, Iamele L, de Jonge H, Scotti C, Resnati M, Cordfunke RA, Kuppen PJK, Mazar AP, Burggraaf J, Vahrmeijer AL, Sier CFM. Side-by-Side Comparison of uPAR-Targeting Optical Imaging Antibodies and Antibody Fragments for Fluorescence-Guided Surgery of Solid Tumors. Mol Imaging Biol 2023; 25:122-132. [PMID: 34642899 PMCID: PMC9970952 DOI: 10.1007/s11307-021-01657-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 08/27/2021] [Accepted: 09/21/2021] [Indexed: 01/22/2023]
Abstract
PURPOSE Radical resection is paramount for curative oncological surgery. Fluorescence-guided surgery (FGS) aids in intraoperative identification of tumor-positive resection margins. This study aims to assess the feasibility of urokinase plasminogen activator receptor (uPAR) targeting antibody fragments for FGS in a direct comparison with their parent IgG in various relevant in vivo models. PROCEDURES Humanized anti-uPAR monoclonal antibody MNPR-101 (uIgG) was proteolytically digested into F(ab')2 and Fab fragments named uFab2 and uFab. Surface plasmon resonance (SPR) and cell assays were used to determine in vitro binding before and after fluorescent labeling with IRDye800CW. Mice bearing subcutaneous HT-29 human colonic cancer cells were imaged serially for up to 120 h after fluorescent tracer administration. Imaging characteristics and ex vivo organ biodistribution were further compared in orthotopic pancreatic ductal adenocarcinoma (BxPc-3-luc2), head-and-neck squamous cell carcinoma (OSC-19-luc2-GFP), and peritoneal carcinomatosis (HT29-luc2) models using the clinical Artemis fluorescence imaging system. RESULTS Unconjugated and conjugated uIgG, uFab2, and uFab specifically recognized uPAR in the nanomolar range as determined by SPR and cell assays. Subcutaneous tumors were clearly identifiable with tumor-to-background ratios (TBRs) > 2 after 72 h for uIgG-800F and 24 h for uFab2-800F and uFab-800F. For the latter two, mean fluorescence intensities (MFIs) dipped below predetermined threshold after 72 h and 36 h, respectively. Tumors were easily identified in the orthotopic models with uIgG-800F consistently having the highest MFIs and uFab2-800F and uFab-800F having similar values. In biodistribution studies, kidney and liver fluorescence approached tumor fluorescence after uIgG-800F administration and surpassed tumor fluorescence after uFab2-800F or uFab-800F administration, resulting in interference in the abdominal orthotopic mouse models. CONCLUSIONS In a side-by-side comparison, FGS with uPAR-targeting antibody fragments compared with the parent IgG resulted in earlier tumor visualization at the expense of peak fluorescence intensity.
Collapse
Affiliation(s)
- Victor M Baart
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands.
| | - Labrinus van Manen
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Floris A Vuijk
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands
| | - Luisa Iamele
- Unit of Immunology and General Pathology, Department of Molecular Medicine, University of Pavia, Pavia, Italy.,Ardis Srl, Pavia, Italy
| | - Hugo de Jonge
- Unit of Immunology and General Pathology, Department of Molecular Medicine, University of Pavia, Pavia, Italy.,Ardis Srl, Pavia, Italy
| | - Claudia Scotti
- Unit of Immunology and General Pathology, Department of Molecular Medicine, University of Pavia, Pavia, Italy.,Ardis Srl, Pavia, Italy
| | - Massimo Resnati
- Age Related Diseases Unit, Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milano, Italy
| | - Robert A Cordfunke
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden, The Netherlands
| | - Peter J K Kuppen
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Jacobus Burggraaf
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands.,Centre for Human Drug Research, Leiden, The Netherlands
| | | | - Cornelis F M Sier
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands.,Percuros BV, Leiden, The Netherlands
| |
Collapse
|
38
|
Bi Y, Li S, Tang H, Wang Q, Wang Q, Yang Y, Zhang X, Shu Z, Duan Z, Chen Y, Hong F. A novel xenograft model of human hepatocellular carcinoma in immunocompetent mice based on the microcarrier-6. Transpl Immunol 2023; 76:101738. [PMID: 36368468 DOI: 10.1016/j.trim.2022.101738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 08/25/2022] [Accepted: 11/05/2022] [Indexed: 11/11/2022]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is one of the most common malignant tumors that threaten human health; thus, the establishment of an animal model with clinical features similar to human hepatocellular carcinoma is of important practical significance. METHODS Taking advantage of the novel microcarrier-6, human HCC cells were injected into immunocompetent mice to establish a novel human HCC patient-derived xenograft (PDX) model. Primary HCC cells were isolated from fresh hepatocellular carcinoma tissues, which were subsequently co-cultured with microcarrier-6 to construct a three-dimensional tumor cell culture model in vitro. The HCC-microcarrier complex was implanted into mice by subcutaneous inoculation, and the tumor formation time, tumor formation rate, and pathological manifestation were recorded. Changes of immune parameters in mice were detected by flow cytometry. RESULTS The success rate was 60% (6/10) in the establishment of hepatocellular carcinoma PDX mouse model, and the total tumor formation rate of the tumor-forming model is 90-100%. H&E staining and immunohistochemical experiments indicate that the model well retained the characteristics of the primary tumor. Interestingly, M2 macrophages in tumor-bearing mice increased significantly, and the levels of CD4+ T cells were significantly reduced. CONCLUSIONS Through the application of the microcarrier-6 in immunocompetent mice, we successfully established a novel human HCC PDX model, which can be used to better study and further elucidate the occurrence and pathogenic mechanism of HCC, improve the predictability of toxicity and drug sensitivity in HCC.
Collapse
Affiliation(s)
- Yanzhen Bi
- Department of Infectious Disease, Qingdao Municipal Hospital, Qingdao, Shandong, PR China
| | - Shanshan Li
- The Fourth Liver Disease Center, Beijing Youan Hospital, Capital Medical University, Beijing, PR China; Beijing Municipal Key Laboratory of Liver Failure and Artificial Liver Treatment Research, Beijing, PR China
| | - Huixin Tang
- The Fourth Liver Disease Center, Beijing Youan Hospital, Capital Medical University, Beijing, PR China; Beijing Municipal Key Laboratory of Liver Failure and Artificial Liver Treatment Research, Beijing, PR China
| | - Quanquan Wang
- Department of Neurology, Qilu Hospital of Shandong University (Qingdao), Qingdao, Shandong, PR China
| | - Quanyi Wang
- Institute of Liver Diseases, Affiliated Hospital of Jining Medical University, Shandong, PR China
| | - Yonghong Yang
- Institute of Liver Diseases, Affiliated Hospital of Jining Medical University, Shandong, PR China
| | - Xiaobei Zhang
- Institute of Liver Diseases, Affiliated Hospital of Jining Medical University, Shandong, PR China
| | - Zhenfeng Shu
- Shanghai Meifeng Biotechnology Co., Ltd, Shanghai, PR China
| | - Zhongping Duan
- The Fourth Liver Disease Center, Beijing Youan Hospital, Capital Medical University, Beijing, PR China; Beijing Municipal Key Laboratory of Liver Failure and Artificial Liver Treatment Research, Beijing, PR China
| | - Yu Chen
- The Fourth Liver Disease Center, Beijing Youan Hospital, Capital Medical University, Beijing, PR China; Beijing Municipal Key Laboratory of Liver Failure and Artificial Liver Treatment Research, Beijing, PR China.
| | - Feng Hong
- Institute of Liver Diseases, Affiliated Hospital of Jining Medical University, Shandong, PR China.
| |
Collapse
|
39
|
Lander VE, Belle JI, Kingstonl NL, Herndon JM, Hogg GD, Liu X, Kang LI, Knolhoff BL, Bogner SJ, Baer JM, Zuo C, Borcherding NC, Lander DP, Mpoy C, Scott J, Zahner M, Rogers BE, Schwarz JK, Kim H, DeNardo DG. Stromal Reprogramming by FAK Inhibition Overcomes Radiation Resistance to Allow for Immune Priming and Response to Checkpoint Blockade. Cancer Discov 2022; 12:2774-2799. [PMID: 36165893 PMCID: PMC9722639 DOI: 10.1158/2159-8290.cd-22-0192] [Citation(s) in RCA: 54] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 07/16/2022] [Accepted: 09/22/2022] [Indexed: 01/12/2023]
Abstract
The effects of radiotherapy (RT) on tumor immunity in pancreatic ductal adenocarcinoma (PDAC) are not well understood. To better understand if RT can prime antigen-specific T-cell responses, we analyzed human PDAC tissues and mouse models. In both settings, there was little evidence of RT-induced T-cell priming. Using in vitro systems, we found that tumor-stromal components, including fibroblasts and collagen, cooperate to blunt RT efficacy and impair RT-induced interferon signaling. Focal adhesion kinase (FAK) inhibition rescued RT efficacy in vitro and in vivo, leading to tumor regression, T-cell priming, and enhanced long-term survival in PDAC mouse models. Based on these data, we initiated a clinical trial of defactinib in combination with stereotactic body RT in patients with PDAC (NCT04331041). Analysis of PDAC tissues from these patients showed stromal reprogramming mirroring our findings in genetically engineered mouse models. Finally, the addition of checkpoint immunotherapy to RT and FAK inhibition in animal models led to complete tumor regression and long-term survival. SIGNIFICANCE Checkpoint immunotherapeutics have not been effective in PDAC, even when combined with RT. One possible explanation is that RT fails to prime T-cell responses in PDAC. Here, we show that FAK inhibition allows RT to prime tumor immunity and unlock responsiveness to checkpoint immunotherapy. This article is highlighted in the In This Issue feature, p. 2711.
Collapse
Affiliation(s)
- Varintra E. Lander
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Jad I. Belle
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Natalie L. Kingstonl
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - John M. Herndon
- Department of Surgery, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Graham D. Hogg
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Xiuting Liu
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Liang-I Kang
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Brett L. Knolhoff
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Savannah J. Bogner
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - John M. Baer
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Chong Zuo
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Nicholas C. Borcherding
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Daniel P. Lander
- Department of Otolaryngology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Cedric Mpoy
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Jalen Scott
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Michael Zahner
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Buck E. Rogers
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Julie K. Schwarz
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO 63110, USA
- Department of Cell Biology & Physiology, Washington University School of Medicine, St. Louis, MO 63110, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Hyun Kim
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO 63110, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - David G. DeNardo
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO 63110, USA
| |
Collapse
|
40
|
Wang E, Xiang K, Zhang Y, Wang XF. Patient-derived organoids (PDOs) and PDO-derived xenografts (PDOXs): New opportunities in establishing faithful pre-clinical cancer models. JOURNAL OF THE NATIONAL CANCER CENTER 2022; 2:263-276. [PMID: 39036550 PMCID: PMC11256726 DOI: 10.1016/j.jncc.2022.10.001] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 10/11/2022] [Accepted: 10/13/2022] [Indexed: 11/05/2022] Open
Abstract
One of the major bottlenecks in advancing basic cancer research and developing novel cancer therapies is the lack of in vitro pre-clinical models that faithfully recapitulate tumor properties in the patients. Monolayer cultures of cancer cell lines usually lose the heterogeneity of the parental tumors, while patient-derived xenograft (PDX) suffers from its time- and resource-intensive nature. The emergence of organoid culture system and its application in cancer research provides a unique opportunity to develop novel in vitro cancer pre-clinical models. Here we review the recent advances in utilizing organoids culture system and other related three-dimensional culture systems in studying cancer biology, performing drug screening, and developing cancer therapies. In particular, we discuss the advantages of applying xenograft initiated from patient-derived organoids (PDOs) as a faithful cancer pre-clinical model in basic cancer research and precision medicine.
Collapse
Affiliation(s)
- Ergang Wang
- Department of Pharmacology and Cancer Biology, Duke University, Durham, United States
| | - Kun Xiang
- Department of Pharmacology and Cancer Biology, Duke University, Durham, United States
| | - Yun Zhang
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiao-Fan Wang
- Department of Pharmacology and Cancer Biology, Duke University, Durham, United States
| |
Collapse
|
41
|
Long Y, Xie B, Shen HC, Wen D. Translation Potential and Challenges of In Vitro and Murine Models in Cancer Clinic. Cells 2022; 11:cells11233868. [PMID: 36497126 PMCID: PMC9741314 DOI: 10.3390/cells11233868] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 11/20/2022] [Accepted: 11/23/2022] [Indexed: 12/05/2022] Open
Abstract
As one of the leading causes of death from disease, cancer continues to pose a serious threat to human health globally. Despite the development of novel therapeutic regimens and drugs, the long-term survival of cancer patients is still very low, especially for those whose diagnosis is not caught early enough. Meanwhile, our understanding of tumorigenesis is still limited. Suitable research models are essential tools for exploring cancer mechanisms and treatments. Herein we review and compare several widely used in vitro and in vivo murine cancer models, including syngeneic tumor models, genetically engineered mouse models (GEMM), cell line-derived xenografts (CDX), patient-derived xenografts (PDX), conditionally reprogrammed (CR) cells, organoids, and MiniPDX. We will summarize the methodology and feasibility of various models in terms of their advantages and limitations in the application prospects for drug discovery and development and precision medicine.
Collapse
Affiliation(s)
- Yuan Long
- Shanghai LIDE Biotech Co., Ltd., Shanghai 201203, China
| | - Bin Xie
- Shanghai LIDE Biotech Co., Ltd., Shanghai 201203, China
| | - Hong C. Shen
- China Innovation Center of Roche, Roche R & D Center, Shanghai 201203, China
- Correspondence: (H.C.S.); (D.W.); Tel.: +86-21-68585628 (D.W.)
| | - Danyi Wen
- Shanghai LIDE Biotech Co., Ltd., Shanghai 201203, China
- Correspondence: (H.C.S.); (D.W.); Tel.: +86-21-68585628 (D.W.)
| |
Collapse
|
42
|
Chuang CH, Cheng TL, Chen WC, Huang YJ, Wang HE, Lo YC, Hsieh YC, Lin WW, Hsieh YJ, Ke CC, Huang KC, Lee JC, Huang MY. Micro-PET imaging of hepatitis C virus NS3/4A protease activity using a protease-activatable retention probe. Front Microbiol 2022; 13:896588. [PMID: 36406412 PMCID: PMC9672079 DOI: 10.3389/fmicb.2022.896588] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 09/27/2022] [Indexed: 11/03/2023] Open
Abstract
Hepatitis C virus (HCV) NS3/4A protease is an attractive target for direct-acting antiviral agents. Real-time tracking of the NS3/4A protease distribution and activity is useful for clinical diagnosis and disease management. However, no approach has been developed that can systemically detect NS3/4A protease activity or distribution. We designed a protease-activatable retention probe for tracking HCV NS3/4A protease activity via positron emission topography (PET) imaging. A cell-penetrating probe was designed that consisted of a cell-penetrating Tat peptide, HCV NS3/4A protease substrate, and a hydrophilic domain. The probe was labeled by fluorescein isothiocyanate (FITC) and 124I in the hydrophilic domain to form a TAT-ΔNS3/4A-124I-FITC probe. Upon cleavage at NS3/4A substrate, the non-penetrating hydrophilic domain is released and accumulated in the cytoplasm allowing PET or optical imaging. The TAT-ΔNS3/4A-FITC probe selectively accumulated in NS3/4A-expressing HCC36 (NS3/4A-HCC36) cells/tumors and HCV-infected HCC36 cells. PET imaging showed that the TAT-ΔNS3/4A-124I-FITC probe selectively accumulated in the NS3/4A-HCC36 xenograft tumors and liver-implanted NS3/4A-HCC36 tumors, but not in the control HCC36 tumors. The TAT-ΔNS3/4A-124I-FITC probe can be used to represent NS3/4 protease activity and distribution via a clinical PET imaging system allowing. This strategy may be extended to detect any cellular protease activity for optimization the protease-based therapies.
Collapse
Affiliation(s)
- Chih-Hung Chuang
- Department of Medical Laboratory Science and Biotechnology, Kaohsiung Medical University, Kaohsiung, Taiwan
- Drug Development and Value Creation Research Center, Kaohsiung Medical University, Kaohsiung, Taiwan
- College of Medicine, Graduate Institute of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Tian-Lu Cheng
- Drug Development and Value Creation Research Center, Kaohsiung Medical University, Kaohsiung, Taiwan
- College of Medicine, Graduate Institute of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Biomedical and Environmental Biology, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Wei-Chun Chen
- Department of Marine Biotechnology and Resources, National Sun Yat-sen University, Kaohsiung, Taiwan
| | - Yi-Jung Huang
- Drug Development and Value Creation Research Center, Kaohsiung Medical University, Kaohsiung, Taiwan
- College of Medicine, Graduate Institute of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Hsin-Ell Wang
- Department of Biomedical Imaging and Radiological Sciences, National Yang-Ming University, Taipei City, Taiwan
| | - Yen-Chen Lo
- Department of Biomedical Imaging and Radiological Sciences, National Yang-Ming University, Taipei City, Taiwan
| | - Yuan-Chin Hsieh
- School of Medicine for International Students, I-Shou University, Kaohsiung, Taiwan
| | - Wen-Wei Lin
- Drug Development and Value Creation Research Center, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Laboratory Medicine, School of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ya-Ju Hsieh
- Drug Development and Value Creation Research Center, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Medical Imaging and Radiological Sciences, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chien-Chih Ke
- Drug Development and Value Creation Research Center, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Medical Imaging and Radiological Sciences, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Kang-Chieh Huang
- Drug Development and Value Creation Research Center, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Jin-Ching Lee
- Department of Marine Biotechnology and Resources, National Sun Yat-sen University, Kaohsiung, Taiwan
- Department of Biotechnology, College of Life Science, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ming-Yii Huang
- College of Medicine, Graduate Institute of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Radiation Oncology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Radiation Oncology, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Center for Cancer Research, Kaohsiung Medical University, Kaohsiung, Taiwan
| |
Collapse
|
43
|
Song SL, Li B, Carvalho MR, Wang HJ, Mao DL, Wei JT, Chen W, Weng ZH, Chen YC, Deng CX, Reis RL, Oliveira JM, He YL, Yan LP, Zhang CH. Complex in vitro 3D models of digestive system tumors to advance precision medicine and drug testing: Progress, challenges, and trends. Pharmacol Ther 2022; 239:108276. [DOI: 10.1016/j.pharmthera.2022.108276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 08/19/2022] [Accepted: 08/25/2022] [Indexed: 10/14/2022]
|
44
|
Qin T, Fan J, Lu F, Zhang L, Liu C, Xiong Q, Zhao Y, Chen G, Sun C. Harnessing preclinical models for the interrogation of ovarian cancer. J Exp Clin Cancer Res 2022; 41:277. [PMID: 36114548 PMCID: PMC9479310 DOI: 10.1186/s13046-022-02486-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2022] [Accepted: 09/05/2022] [Indexed: 12/24/2022] Open
Abstract
Ovarian cancer (OC) is a heterogeneous malignancy with various etiology, histopathology, and biological feature. Despite accumulating understanding of OC in the post-genomic era, the preclinical knowledge still undergoes limited translation from bench to beside, and the prognosis of ovarian cancer has remained dismal over the past 30 years. Henceforth, reliable preclinical model systems are warranted to bridge the gap between laboratory experiments and clinical practice. In this review, we discuss the status quo of ovarian cancer preclinical models which includes conventional cell line models, patient-derived xenografts (PDXs), patient-derived organoids (PDOs), patient-derived explants (PDEs), and genetically engineered mouse models (GEMMs). Each model has its own strengths and drawbacks. We focus on the potentials and challenges of using these valuable tools, either alone or in combination, to interrogate critical issues with OC.
Collapse
|
45
|
Lee JH, Kim H, Lee SH, Ku JL, Chun JW, Seo HY, Kim SC, Paik WH, Ryu JK, Lee SK, Lowy AM, Kim YT. Establishment of Patient-Derived Pancreatic Cancer Organoids from Endoscopic Ultrasound-Guided Fine-Needle Aspiration Biopsies. Gut Liver 2022; 16:625-636. [PMID: 34916338 PMCID: PMC9289822 DOI: 10.5009/gnl210166] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Revised: 07/08/2021] [Accepted: 08/03/2021] [Indexed: 11/18/2022] Open
Abstract
Background/Aims Three-dimensional cultures of human pancreatic cancer tissue also known as "organoids" have largely been developed from surgical specimens. Given that most patients present with locally advanced and/or metastatic disease, such organoids are not representative of the majority of patients. Therefore, we used endoscopic ultrasound-guided fine-needle aspiration (EUS-FNA) to collect pancreatic cancer tissues from patients with advanced pancreatic cancer to create organoids, and evaluated their utility in pancreatic cancer research. Methods Single-pass EUS-FNA samplings were employed to obtain the tissue for organoid generation. After establishment of the organoid, we compared the core biopsy tissues with organoids using hematoxylin and eosin staining, and performed whole exome sequencing (WES) to detect mutational variants. Furthermore, we compared patient outcome with the organoid drug response to determine the potential utility of the clinical application of such organoid-based assays. Results Organoids were successfully generated in 14 of 20 tumors (70%) and were able to be passaged greater than 5 times in 12 of 20 tumors (60%). Among them, we selected eight pairs of organoid and core biopsy tissues for detailed analyses. They showed similar patterns in hematoxylin and eosin staining. WES revealed mutations in KRAS, TP53, CDKN2A, SMAD4, BRCA1, and BRCA2 which were 93% homologous, and the mean nonreference discordance rate was 5.47%. We observed moderate drug response correlations between the organoids and clinical outcomes in patients who underwent FOLFIRINOX chemotherapy. Conclusions The established organoids from EUS-FNA core biopsies can be used for a suitable model system for pancreatic cancer research.
Collapse
Affiliation(s)
- Jee Hyung Lee
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
- Natural Products Research Institute, Seoul National University College of Pharmacy, Seoul, Korea
| | - Haeryoung Kim
- Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Sang Hyub Lee
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Ja-Lok Ku
- Department of Biomedical Sciences, Korean Cell Line Bank, Laboratory of Cell Biology and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Jung Won Chun
- Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang, Korea
| | - Ha Young Seo
- Department of Biomedical Sciences, Korean Cell Line Bank, Laboratory of Cell Biology and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Soon Chan Kim
- Department of Biomedical Sciences, Korean Cell Line Bank, Laboratory of Cell Biology and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Woo Hyun Paik
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Ji Kon Ryu
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Sang Kook Lee
- Natural Products Research Institute, Seoul National University College of Pharmacy, Seoul, Korea
| | - Andrew M. Lowy
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Yong-Tae Kim
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| |
Collapse
|
46
|
O’Leary BR, Ruppenkamp EK, Steers GJ, Du J, Carroll RS, Wagner BA, Buettner GR, Cullen JJ. Pharmacological Ascorbate Enhances Chemotherapies in Pancreatic Ductal Adenocarcinoma. Pancreas 2022; 51:684-693. [PMID: 36099493 PMCID: PMC9547864 DOI: 10.1097/mpa.0000000000002086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
OBJECTIVES Pharmacological ascorbate (P-AscH - , high-dose, intravenous vitamin C) has shown promise as an adjuvant therapy for pancreatic ductal adenocarcinoma (PDAC) treatment. The objective of this study was to determine the effects of P-AscH - when combined with PDAC chemotherapies. METHODS Clonogenic survival, combination indices, and DNA damage were determined in human PDAC cell lines treated with P-AscH - in combination with 5-fluorouracil, paclitaxel, or FOLFIRINOX (combination of leucovorin, 5-fluorouracil, irinotecan, oxaliplatin). Tumor volume changes, overall survival, blood analysis, and plasma ascorbate concentration were determined in vivo in mice treated with P-AscH - with or without FOLFIRINOX. RESULTS P-AscH - combined with 5-fluorouracil, paclitaxel, or FOLFIRINOX significantly reduced clonogenic survival in vitro. The DNA damage, measured by γH2AX protein expression, was increased after treatment with P-AscH - , FOLFIRINOX, and their combination. In vivo, tumor growth rate was significantly reduced by P-AscH - , FOLFIRINOX, and their combination. Overall survival was significantly increased by the combination of P-AscH - and FOLFIRINOX. Treatment with P-AscH - increased red blood cell and hemoglobin values but had no effect on white blood cell counts. Plasma ascorbate concentrations were significantly elevated in mice treated with P-AscH - with or without FOLFIRINOX. CONCLUSIONS The addition of P-AscH - to standard of care chemotherapy has the potential to be an effective adjuvant for PDAC treatment.
Collapse
Affiliation(s)
- Brianne R. O’Leary
- Department of Surgery, The University of Iowa Carver College of Medicine, Iowa City, IA
- Free Radical and Radiation Biology Program, Department of Radiation Oncology, The University of Iowa Carver College of Medicine, Iowa City, IA
| | - Elena K. Ruppenkamp
- Department of Surgery, The University of Iowa Carver College of Medicine, Iowa City, IA
| | - Garett J. Steers
- Department of Surgery, The University of Iowa Carver College of Medicine, Iowa City, IA
| | - Juan Du
- Department of Surgery, The University of Iowa Carver College of Medicine, Iowa City, IA
| | - Rory S. Carroll
- Department of Surgery, The University of Iowa Carver College of Medicine, Iowa City, IA
| | - Brett A. Wagner
- Free Radical and Radiation Biology Program, Department of Radiation Oncology, The University of Iowa Carver College of Medicine, Iowa City, IA
| | - Garry R. Buettner
- Free Radical and Radiation Biology Program, Department of Radiation Oncology, The University of Iowa Carver College of Medicine, Iowa City, IA
| | - Joseph J. Cullen
- Department of Surgery, The University of Iowa Carver College of Medicine, Iowa City, IA
- Free Radical and Radiation Biology Program, Department of Radiation Oncology, The University of Iowa Carver College of Medicine, Iowa City, IA
| |
Collapse
|
47
|
Bae J, Choi YS, Cho G, Jang SJ. The Patient-Derived Cancer Organoids: Promises and Challenges as Platforms for Cancer Discovery. Cancers (Basel) 2022; 14:cancers14092144. [PMID: 35565273 PMCID: PMC9105149 DOI: 10.3390/cancers14092144] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 04/21/2022] [Accepted: 04/22/2022] [Indexed: 02/01/2023] Open
Abstract
The cancer burden is rapidly increasing in most countries, and thus, new anticancer drugs for effective cancer therapy must be developed. Cancer model systems that recapitulate the biological processes of human cancers are one of the cores of the drug development process. PDCO has emerged as a unique model that preserves the genetic, physiological, and histologic characteristics of original cancer, including inter- and intratumoral heterogeneities. Due to these advantages, the PCDO model is increasingly investigated for anticancer drug screening and efficacy testing, preclinical patient stratification, and precision medicine for selecting the most effective anticancer therapy for patients. Here, we review the prospects and limitations of PDCO compared to the conventional cancer models. With advances in culture success rates, co-culture systems with the tumor microenvironment, organoid-on-a-chip technology, and automation technology, PDCO will become the most promising model to develop anticancer drugs and precision medicine.
Collapse
Affiliation(s)
- JuneSung Bae
- Department of Research and Development, OncoClew Co., Ltd., Seoul 04778, Korea; (J.B.); (Y.S.C.); (G.C.)
| | - Yun Sik Choi
- Department of Research and Development, OncoClew Co., Ltd., Seoul 04778, Korea; (J.B.); (Y.S.C.); (G.C.)
| | - Gunsik Cho
- Department of Research and Development, OncoClew Co., Ltd., Seoul 04778, Korea; (J.B.); (Y.S.C.); (G.C.)
| | - Se Jin Jang
- Department of Research and Development, OncoClew Co., Ltd., Seoul 04778, Korea; (J.B.); (Y.S.C.); (G.C.)
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea
- Asan Center for Cancer Genome Discovery, Asan Institute for Life Sciences, Seoul 05505, Korea
- Correspondence: ; Tel.: +82-2-498-2644; Fax: +82-2-498-2655
| |
Collapse
|
48
|
Yu S, Wang L, Che D, Zhang M, Li M, Naito M, Xin W, Zhou L. Targeting CRABP-II overcomes pancreatic cancer drug resistance by reversing lipid raft cholesterol accumulation and AKT survival signaling. J Exp Clin Cancer Res 2022; 41:88. [PMID: 35260193 PMCID: PMC8903155 DOI: 10.1186/s13046-022-02261-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 01/18/2022] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Resistance to standard therapy is a major reason for the poor prognosis of pancreatic ductal adenocarcinoma (PDAC). Developing novel therapy to overcome PDAC drug-resistance is urgently needed. CRABP-II was highly expressed in all PDAC but not expressed in normal pancreatic tissues and chronic pancreatitis. CRABP-II was shown to promote PDAC migration and metastasis while its potential role in promoting PDAC drug-resistance was not known. METHODS A paired cohort of human primary and relapsing PDAC tissues was assessed for CRABP-II expression by immunohistochemistry. CRISPR/cas9 gene editing was used to establish CRABP-II knockout cell lines and MTT assays were performed to assess gemcitabine sensitivity in vitro. Cleaved caspase-3/PARP blots and Annexin V staining were conducted to detect cell apoptosis. Gene expression microarray, Q-PCR, western blots, Co-IP and RNA-IP were used to study the molecular function of CRABP-II. Sucrose gradient ultracentrifugation was applied to isolate lipid rafts and LC-MS-MS was used to assess cholesterol content. Both subcutaneous CDX models and orthotopic PDX models were established to examine the efficacy of SNIPER-11 and the synergistic effect between SNIPER-11 and gemcitabine in vivo. RESULTS A higher expression of CRABP-II was found in relapsing PDAC tissue and was associated with poor prognosis. Gemcitabine-resistant cell lines exhibited increased level of CRABP-II, while CRABP-II knockout resensitized PDAC cells to gemcitabine. Mechanistically, aberrant expression of CRABP-II increased the stability of SREBP-1c mRNA through cooperation with HuR and upregulated the downstream genes of SREBP-1c to favor cholesterol uptake and accumulation in lipid rafts. Increased lipid raft cholesterol accumulation facilitated ATK survival signaling and PDAC drug resistance. The small compound SNIPER-11 treatment effectively induced CRABP-II protein degradation, induced apoptosis, and suppressed tumor growth. Combination of SNIPER-11 and gemcitabine significantly reduced the lipid raft cholesterol content in CDX/PDX and profoundly inhibited tumor progression. CONCLUSIONS These findings identified CRABP-II as a novel regulator of cholesterol metabolism and suggested that CRABP-II is a selective target for overcoming PDAC drug resistance.
Collapse
Affiliation(s)
- Shuiliang Yu
- Department of Pathology, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Lei Wang
- Department of Pathology, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Danian Che
- Department of Pathology, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Mei Zhang
- Department of Biomedical Engineering, School of Engineering, Case Western Reserve University, Cleveland, OH, USA
| | - Ming Li
- Biostatistics and Bioinformatics Core Facility, Case Comprehensive Cancer Center, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
- Division of Biostatistics of the Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angles, California, USA
| | - Mikihiko Naito
- Division of Molecular Target and Gene Therapy Products, National Institute of Health Sciences, Kanagawa, Japan
| | - Wei Xin
- Department of Pathology, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
- Department of Pathology, University Hospitals Case Medical Center, Cleveland, OH, USA
| | - Lan Zhou
- Department of Pathology, School of Medicine, Case Western Reserve University, Cleveland, OH, USA.
- Department of Pathology, University Hospitals Case Medical Center, Cleveland, OH, USA.
| |
Collapse
|
49
|
Sharma SK, Mack KN, Piersigilli A, Pourat J, Edwards KJ, Keinänen O, Jiao MS, Zhao H, White B, Brooks CL, de Stanchina E, Madiyalakan MR, Hollingsworth MA, Radhakrishnan P, Lewis JS, Zeglis BM. ImmunoPET of Ovarian and Pancreatic Cancer with AR9.6, a Novel MUC16-Targeted Therapeutic Antibody. Clin Cancer Res 2022; 28:948-959. [PMID: 34907079 PMCID: PMC8898287 DOI: 10.1158/1078-0432.ccr-21-1798] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 08/17/2021] [Accepted: 12/08/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE Advances in our understanding of the contribution of aberrant glycosylation to the pro-oncogenic signaling and metastasis of tumor cells have reinvigorated the development of mucin-targeted therapies. Here, we validate the tumor-targeting ability of a novel monoclonal antibody (mAb), AR9.6, that binds MUC16 and abrogates downstream oncogenic signaling to confer a therapeutic response. EXPERIMENTAL DESIGN The in vitro and ex vivo validation of the binding of AR9.6 to MUC16 was achieved via flow cytometry, radioligand binding assay (RBA), and immunohistochemistry (IHC). The in vivo MUC16 targeting of AR9.6 was validated by creating a 89Zr-labeled radioimmunoconjugate of the mAb and utilizing immunoPET and ex vivo biodistribution studies in xenograft models of human ovarian and pancreatic cancer. RESULTS Flow cytometry, RBA, and IHC revealed that AR9.6 binds to ovarian and pancreatic cancer cells in an MUC16-dependent manner. The in vivo radiopharmacologic profile of 89Zr-labeled AR9.6 in mice bearing ovarian and pancreatic cancer xenografts confirmed the MUC16-dependent tumor targeting by the radioimmunoconjugate. Radioactivity uptake was also observed in the distant lymph nodes (LNs) of mice bearing xenografts with high levels of MUC16 expression (i.e., OVCAR3 and Capan-2). IHC analyses of these PET-positive LNs highlighted the presence of shed antigen as well as necrotic, phagocytized, and actively infiltrating neoplastic cells. The humanization of AR9.6 did not compromise its ability to target MUC16-expressing tumors. CONCLUSIONS The unique therapeutic mechanism of AR9.6 combined with its excellent in vivo tumor targeting makes it a highly promising theranostic agent. huAR9.6 is poised for clinical translation to impact the management of metastatic ovarian and pancreatic cancers.
Collapse
Affiliation(s)
- Sai Kiran Sharma
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Kyeara N. Mack
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Pharmacology, Weill Cornell Medical College, New York, New York
- Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Alessandra Piersigilli
- Tri-Institutional Laboratory of Comparative Pathology, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, and The Rockefeller University, New York
| | - Jacob Pourat
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Kimberly J. Edwards
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Outi Keinänen
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Chemistry, Hunter College, City University of New York, New York, New York
| | - Maria S. Jiao
- Tri-Institutional Laboratory of Comparative Pathology, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, and The Rockefeller University, New York
| | - Huiyong Zhao
- Anti-Tumor Assessment Core, Memorial Sloan Kettering Cancer Center, New York
| | - Brandy White
- Department of Chemistry, California State University, Fresno, California
| | - Cory L. Brooks
- Department of Chemistry, California State University, Fresno, California
| | - Elisa de Stanchina
- Anti-Tumor Assessment Core, Memorial Sloan Kettering Cancer Center, New York
| | | | - Michael A. Hollingsworth
- Eppley Institute for Research in Cancer and Allied Diseases, Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska
| | - Prakash Radhakrishnan
- Eppley Institute for Research in Cancer and Allied Diseases, Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska
| | - Jason S. Lewis
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York
- Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Radiology, Weill Cornell Medical College, New York, New York
- Radiochemistry and Molecular Imaging Probes Core, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Brian M. Zeglis
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Chemistry, Hunter College, City University of New York, New York, New York
- Department of Radiology, Weill Cornell Medical College, New York, New York
- Ph.D. Program in Chemistry, The Graduate Center of the City University of New York, New York, New York
- Ph.D. Program in Biochemistry, The Graduate Center of the City University of New York, New York, New York
| |
Collapse
|
50
|
Riedesser JE, Ebert MP, Betge J. Precision medicine for metastatic colorectal cancer in clinical practice. Ther Adv Med Oncol 2022; 14:17588359211072703. [PMID: 35237350 PMCID: PMC8882813 DOI: 10.1177/17588359211072703] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 12/17/2021] [Indexed: 12/22/2022] Open
Abstract
Globally, metastatic colorectal cancer is one of the leading causes for cancer-related death. Treatment limited to conventional chemotherapeutics extended life for only a few months. However, advances in surgical approaches and medical treatment regimens have greatly increased survival, even leading to long-term remission in selected patients. Advances in multiomics analysis of tumors have built a foundation for molecular-targeted therapies. Furthermore, immunotherapies are on the edge of revolutionizing oncological practice. This review summarizes recent advances in the growing toolbox of personalized treatment for patients with metastatic colorectal cancer. We provide an overview of current multimodal therapy and explain novel immunotherapy and targeted therapy approaches in detail. We emphasize clinically relevant therapies, such as inhibitors of MAPK signaling, and give recommendations for clinical practice. Finally, we describe the potential predictive impact of molecular subtypes and provide an outlook on novel concepts, such as functional precision medicine.
Collapse
Affiliation(s)
- Julian E. Riedesser
- Junior Clinical Cooperation Unit Translational
Gastrointestinal Oncology and Preclinical Models, German Cancer Research
Center (DKFZ), Heidelberg, Germany
| | - Matthias P. Ebert
- Department of Medicine II, University Medical
Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim,
GermanyMannheim Cancer Center, University Medical Center Mannheim, Medical
Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Johannes Betge
- Junior Clinical Cooperation Unit Translational
Gastrointestinal Oncology and Preclinical Models, German Cancer Research
Center (DKFZ), Im Neuenheimer Feld 580, Heidelberg 69120, GermanyDKFZ-Hector
Cancer Institute at University Medical Center Mannheim, Mannheim,
Germany.Department of Medicine II, University Medical Center Mannheim,
Medical Faculty Mannheim, Heidelberg University, Mannheim, GermanyMannheim
Cancer Center, University Medical Center Mannheim, Medical Faculty Mannheim,
Heidelberg University, Mannheim, Germany
| |
Collapse
|