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Kim G, Cha Y, Baek SH. Identification of KANK1 as a tumor suppressor gene in pancreatic ductal adenocarcinoma. Biochem Biophys Res Commun 2025; 766:151885. [PMID: 40288262 DOI: 10.1016/j.bbrc.2025.151885] [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: 04/18/2025] [Accepted: 04/23/2025] [Indexed: 04/29/2025]
Abstract
Pancreatic cancer is a highly lethal malignancy with poor survival outcomes, primarily due to late-stage diagnosis and resistance to conventional therapies. Identifying key oncogenes and tumor suppressor genes is therefore critical for the development of effective treatment strategies. In this study, we identified KANK1 as a novel tumor suppressor gene in pancreatic ductal adenocarcinoma (PDAC) through an integrated mRNA-protein abundance correlation analysis. Elevated KANK1 expression was consistently associated with improved patient survival across multiple datasets, whereas its expression was markedly reduced in pancreatic tumors compared to normal tissues. Single-cell RNA sequencing and immunoblot analyses confirmed the downregulation of KANK1 at both the mRNA and protein levels in PDAC. Further investigation revealed that KANK1 downregulation is driven by copy number loss and tumor hypoxia, supported by data from the TCGA and CCLE databases and validated experimentally under hypoxic conditions. Functional assays demonstrated that KANK1 knockdown promotes pancreatic cancer cell proliferation and migration, along with activation of ERK signaling. Collectively, our findings establish KANK1 as a tumor suppressor in PDAC, whose loss facilitates tumor progression and presents a potential therapeutic target for pancreatic cancer treatment.
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Affiliation(s)
- Gibeom Kim
- Creative Research Initiatives Center for Epigenetic Code and Diseases, Seoul National University, Seoul, 08826, South Korea; Department of Biological Sciences, Seoul National University, Seoul, 08826, South Korea
| | - Yoonho Cha
- Creative Research Initiatives Center for Epigenetic Code and Diseases, Seoul National University, Seoul, 08826, South Korea; Department of Biological Sciences, Seoul National University, Seoul, 08826, South Korea
| | - Sung Hee Baek
- Creative Research Initiatives Center for Epigenetic Code and Diseases, Seoul National University, Seoul, 08826, South Korea; Department of Biological Sciences, Seoul National University, Seoul, 08826, South Korea.
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2
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Li F, Shen F. Metastatic pancreatic cancer with activating BRAF V600E mutations: A case report. World J Clin Cases 2025; 13:101665. [DOI: 10.12998/wjcc.v13.i16.101665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Revised: 12/06/2024] [Accepted: 01/11/2025] [Indexed: 02/10/2025] Open
Abstract
BACKGROUND Pancreatic cancer (PC) is a highly malignant tumor that is resistant to chemotherapy, radiotherapy and immunotherapy. Combination chemotherapy regimens are the standard first-line regimens for metastatic disease, with a median survival < 12 months. Although recurrent genomic alterations such as the BRAF V600E mutation have been reported in PC, evidence supporting the clinical effectiveness of molecularly guided targeted therapies is limited.
CASE SUMMARY We report a case of a 33-year-old male who was referred to our department with weight loss of 5 kg in 2 months, anorexia and abdominal pain. Imaging showed extensive lesions involving the pancreas, liver, bones, muscles and lymph nodes accompanied by elevated carbohydrate antigen 19-9 (CA19-9) and carcinoembryonic antigen (CEA). Biopsy yielded a diagnosis of PC. Treatment with gemcitabine and nab-paclitaxel was initiated, but the disease progressed in < 2 months even though the patient’s general condition improved. Molecular testing revealed the presence of BRAF mutation. Dabrafenib/trametinib combination therapy was introduced, and the patient was treated for 2 months with a decrease in CA19-9 and CEA levels, but he died after 2 months of treatment.
CONCLUSION BRAF alterations are infrequent in PC. This case highlights the significance of molecular profiling in patients with PC, especially in patients with a high tumor burden.
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Affiliation(s)
- Fang Li
- Department of Medical Oncology, Zhongshan Hospital (Xiamen), Fudan University, Xiamen 361015, Fujian Province, China
- Xiamen Clinical Research Center for Cancer, Xiamen 361015, Fujian Province, China
- Clinical Research Center for Precision Medicine of Abdominal Tumor of Fujian Province, Xiamen 361015, Fujian Province, China
| | - Feng Shen
- Department of Medical Oncology, Zhongshan Hospital (Xiamen), Fudan University, Xiamen 361015, Fujian Province, China
- Xiamen Clinical Research Center for Cancer, Xiamen 361015, Fujian Province, China
- Clinical Research Center for Precision Medicine of Abdominal Tumor of Fujian Province, Xiamen 361015, Fujian Province, China
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3
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Boubaddi M, Rossi J, Marichez A, Marty M, Amintas S, Laurent C, Dabernat S. Preoperative Prognostic Factors in Resectable Pancreatic Cancer: State of the Art and Prospects. Ann Surg Oncol 2025; 32:4117-4127. [PMID: 40095311 DOI: 10.1245/s10434-025-17062-w] [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: 12/20/2024] [Accepted: 02/09/2025] [Indexed: 03/19/2025]
Abstract
BACKGROUND Only 15% to 20% of patients with pancreatic ductal adenocarcinoma (PDAC) have access to surgical resection, which represents the only chance of curative treatment. Current resection classifications are almost exclusively anatomic and do not correlate sufficiently with patient survival. It is essential to develop preoperative prognostic factors to distinguish patients at high risk of early postoperative recurrence from those who will have prolonged survival after surgery. In some cases, PDACs may present biomolecular differences reflecting their aggressiveness that are not yet assessable by the current clinical-biologic assessment. This study aimed to assess the preoperative prognostic factors that are already available and the future perspectives being developed. METHOD This study reviewed the literature using the PubMed public database for preoperative prognostic factors for resectable PDAC. CONCLUSION Validated preoperative prognostic factors, whether clinical, biologic, radiologic, or histologic, are very important in anticipating the course of each patient's disease. The identification of potential new prognostic biomarkers such as genomic, transcriptomic, and proteomic analyses and the dosage of circulating tumor DNA are very serious avenues to be developed, but the extraction and analysis techniques as well as the interpretation of their results need to be standardized in prospective studies.
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Affiliation(s)
- Mehdi Boubaddi
- Colorectal Unit, Department of Digestive Surgery, Bordeaux University Hospital, Bordeaux, France.
- BRIC (BoRdeaux Institute of onCology), UMR1312, INSERM, University of Bordeaux, Bordeaux, France.
- Hepatobiliary and Pancreatic Surgery Department, Bordeaux University Hospital, Bordeaux, France.
| | - Julia Rossi
- BRIC (BoRdeaux Institute of onCology), UMR1312, INSERM, University of Bordeaux, Bordeaux, France
| | - Arthur Marichez
- Colorectal Unit, Department of Digestive Surgery, Bordeaux University Hospital, Bordeaux, France
- BRIC (BoRdeaux Institute of onCology), UMR1312, INSERM, University of Bordeaux, Bordeaux, France
| | - Marion Marty
- Tumor Biology and Tumor Bank Laboratory, CHU Bordeaux, Bordeaux, France
| | - Samuel Amintas
- BRIC (BoRdeaux Institute of onCology), UMR1312, INSERM, University of Bordeaux, Bordeaux, France
| | - Christophe Laurent
- Colorectal Unit, Department of Digestive Surgery, Bordeaux University Hospital, Bordeaux, France
| | - Sandrine Dabernat
- BRIC (BoRdeaux Institute of onCology), UMR1312, INSERM, University of Bordeaux, Bordeaux, France
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4
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Gupta T, Murtaza M. Advancing targeted therapies in pancreatic cancer: Leveraging molecular abberrations for therapeutic success. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2025; 196:19-32. [PMID: 39988056 DOI: 10.1016/j.pbiomolbio.2025.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2024] [Revised: 02/03/2025] [Accepted: 02/20/2025] [Indexed: 02/25/2025]
Abstract
Pancreatic cancer is one of the most deadly with poor prognosis and overall survival rate due to the dense stroma in the tumors which often is challenging for the delivery of drug to penetrate deep inside the tumor bed and usually results in the progression of cancer. The conventional treatment such as chemotherapy, radiotherapy or surgery shows a minimal benefit in the survival due to the drug resistance, poor penetration, less radiosensitivity or recurrence of tumor. There is an urgent demand to develop molecular-level targeted therapies to achieve therapeutic efficacy in the pancreatic ductal adenocarcinoma (PDAC) patients. The precision oncology focuses on the unique attributes of the patient such as epigenome, proteome, genome, microbiome, lifestyle and diet habits which contributes to promote oncogenesis. The targeted therapy helps to target the mutated proteins responsible for controlling growth, division and metastasis of tumor in the cancer cells. It is very important to consider all the attributes of the patient to provide the suitable personalized treatment to avoid any severe side effects. In this review, we have laid emphasis on the precision medicine; the utmost priority is to improve the survival of cancer patients by targeting molecular mutations through transmembrane proteins, inhibitors, signaling pathways, immunotherapy, gene therapy or the use of nanocarriers for the delivery at the tumor site. It will become beneficial therapeutic window to be considered for the advanced stage pancreatic cancer patients to prolong their survival rate.
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Affiliation(s)
- Tanvi Gupta
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, 704, Taiwan.
| | - Mohd Murtaza
- Fermentation & Microbial Biotechnology Division, CSIR- Indian Institute of Integrative Medicine, Jammu, 180016, India.
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5
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Papakonstantinou D, Wang H, Bani MA, Mulder K, Dunsmore G, Boilève A, Jules-Clément G, Panunzi L, de Sousa LR, de la Calle Fabregat C, Deloger M, Signolle N, Gessain G, Nikolaev SI, Ducreux M, Hollebecque A, Ginhoux F, Blériot C. Molecular analysis highlights TREM2 as a discriminating biomarker for patients suffering from pancreatic ductal adenocarcinoma. Cancer Treat Res Commun 2025; 43:100939. [PMID: 40354768 DOI: 10.1016/j.ctarc.2025.100939] [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: 02/06/2025] [Revised: 05/02/2025] [Accepted: 05/02/2025] [Indexed: 05/14/2025]
Abstract
Pancreatic cancer is projected to become the second leading cause of cancer-related deaths by 2030, with its mortality continuing to rise, unlike other common cancers such as breast or colorectal. Late-stage diagnosis, often accompanied by metastatic dissemination, drastically impairs patient survival and underscores the urgent need for improved biomarkers to guide therapeutic strategies. While molecular signatures have been proposed to stratify pancreatic cancer patients, their ability to predict outcomes remains limited. In this study, we applied established molecular signatures to our in-house transcriptomic data from a cohort of pancreatic cancer patients. We took advantage of published datasets to construct comprehensive atlases of cells present in primary and metastatic pancreatic cancers. The atlas of metastasis samples, representative of routinely harvested patient biopsies, revealed that monocyte/macrophage signatures provided superior discriminatory power compared to existing molecular classifications. Notably, the abundance of TREM2-expressing macrophages emerged as a significant parameter for stratifying patients. Our findings position TREM2+ macrophages as a promising biomarker for pancreatic cancer, with potential to enhance patient stratification and inform the development of targeted therapies. This work highlights the critical role of tumor-associated macrophages in pancreatic cancer progression and lays the groundwork for further functional and translational studies.
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Affiliation(s)
| | - Haiding Wang
- Gustave Roussy Cancer Campus, CNRS UMR9018, Villejuif, France
| | - Mohamed-Amine Bani
- Gustave Roussy Cancer Campus, Medical oncology department, Villejuif, France
| | - Kevin Mulder
- Gustave Roussy Cancer Campus, INSERM U1015, Villejuif, France
| | - Garett Dunsmore
- Gustave Roussy Cancer Campus, INSERM U1015, Villejuif, France
| | - Alice Boilève
- Gustave Roussy Cancer Campus, INSERM U1279, Université Paris Saclay, Villejuif, France; Gustave Roussy Cancer Campus, Biopathology department, Villejuif, France
| | - Gérôme Jules-Clément
- Gustave Roussy Cancer Campus, Bioinformatics Core Facility, CNRS, INSERM, Université Paris-Saclay, Villejuif, France
| | - Leonardo Panunzi
- Gustave Roussy Cancer Campus, INSERM U981, Université Paris Saclay, Villejuif, France
| | | | | | - Marc Deloger
- Gustave Roussy Cancer Campus, Bioinformatics Core Facility, CNRS, INSERM, Université Paris-Saclay, Villejuif, France
| | - Nicolas Signolle
- Gustave Roussy Cancer Campus, Biopathology department, Villejuif, France
| | - Grégoire Gessain
- Gustave Roussy Cancer Campus, Biopathology department, Villejuif, France
| | - Sergey I Nikolaev
- Gustave Roussy Cancer Campus, INSERM U981, Université Paris Saclay, Villejuif, France
| | - Michel Ducreux
- Gustave Roussy Cancer Campus, Medical oncology department, Villejuif, France
| | - Antoine Hollebecque
- Gustave Roussy Cancer Campus, Medical oncology department, Villejuif, France
| | - Florent Ginhoux
- Gustave Roussy Cancer Campus, INSERM U1015, Villejuif, France
| | - Camille Blériot
- Gustave Roussy Cancer Campus, INSERM U1015, Villejuif, France; Gustave Roussy Cancer Campus, CNRS UMR9018, Villejuif, France; Institut Necker Enfants Malades, CNRS, INSERM, Université Paris Cité, Paris, France.
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6
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Toriyama K, Masago K, Shibata N, Haneda M, Kuwahara T, Natsume S, Kobayashi S, Fujita Y, Sasaki E, Yamao K, Kawashima H, Shimizu Y, Hara K, Yatabe Y, Hosoda W. Clinicopathological and molecular characterization of KRAS wild-type pancreatic ductal adenocarcinomas reveals precursor lesions with oncogenic mutations and fusions in RAS pathway genes. J Pathol 2025. [PMID: 40317966 DOI: 10.1002/path.6432] [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: 09/02/2024] [Revised: 03/07/2025] [Accepted: 03/26/2025] [Indexed: 05/07/2025]
Abstract
Pancreatic ductal adenocarcinomas (PDACs) with wild-type KRAS constitute a small fraction of PDACs, and these tumors were recently shown to harbor frequent actionable oncogenic mutations and fusions. However, the clinicopathological features of KRAS wild-type PDAC have not been well studied. Additionally, precancerous lesions occurring in patients with KRAS wild-type PDACs have rarely been characterized. Here, we investigated the clinicopathological characteristics and outcomes of 75 patients with KRAS wild-type PDAC. Molecular analyses were performed in 40 patients using targeted DNA and whole-exome sequencing and targeted RNA sequencing. We demonstrated that patients with metastatic PDAC with wild-type KRAS were younger (median 59.5 years) than those with mutated KRAS (median 67 years, p < 0.000055). The wild-type KRAS status was not a significant prognostic factor for metastatic disease. Molecularly, genes in the RAS pathway are frequently mutated or rearranged (46%, 16/35), including mutations in BRAF, NRAS, HRAS, EGFR, MAP2K1, FGFR1, FGFR3 and ERBB4 and fusions of FGFR2 (FGFR2::CCDC147, FGFR2::CAT, FGFR2::TXLNA), ALK (STRN::ALK, EML4::ALK), and BRAF (TRIP11::BRAF). Mismatch repair deficiency was identified in 10% (4/39) of patients. Potentially actionable alterations were identified frequently in KRAS wild-type PDACs (30%, 12/40), in which nontubular-type carcinomas were significantly enriched with actionable alterations compared with tubular adenocarcinomas [67% (6/9) versus 16% (5/31); p = 0.007]. Finally, we investigated the precursors of PDACs in 13 pancreatectomy specimens from patients with KRAS wild-type PDAC. We identified three pancreatic intraepithelial neoplasias (PanINs) and two intraductal papillary mucinous neoplasms (IPMNs) harboring oncogenic fusions of ALK and BRAF and driver mutations in BRAF and AKT1. This study suggests that in the context of unmutated KRAS, PDAC is driven by alternative oncogenic mutations or fusions of RAS pathway genes, which may be introduced during the early phase of tumorigenesis. © 2025 The Author(s). The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Kazuhiro Toriyama
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center, Nagoya, Japan
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Katsuhiro Masago
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center, Nagoya, Japan
| | - Noriko Shibata
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center, Nagoya, Japan
| | - Masataka Haneda
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center, Nagoya, Japan
| | | | - Seiji Natsume
- Department of Gastroenterological Surgery, Aichi Cancer Center, Nagoya, Japan
| | - Shota Kobayashi
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center, Nagoya, Japan
| | - Yasuko Fujita
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center, Nagoya, Japan
| | - Eiichi Sasaki
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center, Nagoya, Japan
| | - Kenji Yamao
- Department of Gastroenterology, Narita Memorial Hospital, Toyohashi, Japan
| | - Hiroki Kawashima
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yasuhiro Shimizu
- Department of Gastroenterological Surgery, Aichi Cancer Center, Nagoya, Japan
| | - Kazuo Hara
- Department of Gastroenterology, Aichi Cancer Center, Nagoya, Japan
| | - Yasushi Yatabe
- Department of Diagnostic Pathology, National Cancer Center Hospital, Tokyo, Japan
| | - Waki Hosoda
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center, Nagoya, Japan
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7
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Endo G, Ishigaki K, Nakai Y, Nishio H, Fukuda K, Ishida K, Takaoka S, Tokito Y, Fukuda R, Noguchi K, Oyama H, Suzuki T, Sato T, Saito T, Hamada T, Miyabayashi K, Takahara N, Sato Y, Kage H, Oda K, Fujishiro M. Factors associated with actionable gene aberrations in pancreatic cancer based on the C-CAT database. J Gastroenterol 2025:10.1007/s00535-025-02253-9. [PMID: 40314773 DOI: 10.1007/s00535-025-02253-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Accepted: 04/23/2025] [Indexed: 05/03/2025]
Abstract
BACKGROUND Comprehensive genomic profiling (CGP) tests are increasingly used to explore the genomically matched therapies for solid tumors. The aim of this study is to investigate factors associated with actionable gene aberrations in pancreatic cancer (PC) using real-world data from the Center for Advanced Cancer Genome Therapy (C-CAT) database. METHODS Among 6768 patients with unresectable and recurrent PC registered in the C-CAT database between June 2019 and July 2023, we identified 4628 patients who underwent tissue-based CGP tests using either FoundationOne® CDx (F1CDx) or OncoGuide™ NCC Oncopanel (NOP). We investigated the incidence of actionable gene aberrations and the factors associated with their detection. RESULTS The cohort included 3,554 patients who underwent F1CDx and 1128 NOP, with surgical specimens in 50% of the cases. Adenocarcinoma was the predominant subtype (95%), and KRAS mutations were found in 90%. The overall incidence of actionable gene aberrations was 27%. The most common gene abnormalities were BRCA2 (3.4%), followed by ATM (2.9%), ERBB2 (2.8%), PIK3 CA (2.5%), and BRAF (1.9%). Multivariable analysis revealed that acinar cell carcinoma (ACC) (Odds ratio [OR] 1.87, 95% confidence interval [CI] 1.00-2.67), KRAS wild type (KRASWT) (OR 3.09, 95% CI 2.49-3.85), and use of F1CDx (OR 2.38, 95% CI 1.98-2.85) were significantly associated with actionable gene aberrations. CONCLUSIONS Actionable gene aberrations were more likely in cases of ACC, KRASWT, and F1CDx usage. The choice of CGP test should be made on a case-by-case basis, as other factors beyond actionable gene aberrations also need to be considered.
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Affiliation(s)
- Go Endo
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Kazunaga Ishigaki
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
- Department of Clinical Oncology, The University of Tokyo Hospital, Tokyo, Japan
| | - Yousuke Nakai
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
- Department of Endoscopy and Endoscopic Surgery, The University of Tokyo Hospital, Tokyo, Japan
| | - Hiroto Nishio
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Koshiro Fukuda
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Kota Ishida
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Shinya Takaoka
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
- Department of Endoscopy and Endoscopic Surgery, The University of Tokyo Hospital, Tokyo, Japan
| | - Yurie Tokito
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Rintaro Fukuda
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Kensaku Noguchi
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Hiroki Oyama
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Tatsunori Suzuki
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Tatsuya Sato
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Tomotaka Saito
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Tsuyoshi Hamada
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
- Department of Hepato-Biliary-Pancreatic Medicine, The Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Koji Miyabayashi
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Naminatsu Takahara
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan.
| | - Yasuyoshi Sato
- Department of Clinical Oncology, The University of Tokyo Hospital, Tokyo, Japan
| | - Hidenori Kage
- Department of Respiratory Medicine, The University of Tokyo, Tokyo, Japan
| | - Katsutoshi Oda
- Department of Clinical Genomics, The University of Tokyo, Tokyo, Japan
| | - Mitsuhiro Fujishiro
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan
- Department of Clinical Oncology, The University of Tokyo Hospital, Tokyo, Japan
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8
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Kyuno D, Asano H, Okumura R, Takasawa K, Takasawa A, Konno T, Nakamori Y, Magara K, Ono Y, Imamura M, Kimura Y, Kojima T, Osanai M. The Role of Claudin-1 in Enhancing Pancreatic Cancer Aggressiveness and Drug Resistance via Metabolic Pathway Modulation. Cancers (Basel) 2025; 17:1469. [PMID: 40361399 PMCID: PMC12070999 DOI: 10.3390/cancers17091469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2025] [Revised: 04/17/2025] [Accepted: 04/24/2025] [Indexed: 05/15/2025] Open
Abstract
BACKGROUND/OBJECTIVES Pancreatic ductal adenocarcinoma is a lethal malignancy, necessitating an understanding of its molecular mechanisms for the development of new therapeutic strategies. The tight junction protein claudin-1, known to influence cellular functions in various cancers and is considered a therapeutic target, remains unclear in pancreatic cancer. METHODS This study assessed claudin-1 expression in resected pancreatic cancer samples, public databases, and pancreatic cancer cell lines. Claudin-1 knockout with CRISPR/Cas9 on poorly differentiated pancreatic cancer cell lines and a proteome analysis were performed to investigate the intracellular mechanisms of claudin-1. RESULTS Claudin-1 was markedly overexpressed in pancreatic ductal adenocarcinoma and intraepithelial neoplasia compared to normal ducts, and high claudin-1 levels were an independent predictor of poor prognosis. Claudin-1 knockout diminished cell proliferation, migration, invasion, and chemoresistance in pancreatic ductal adenocarcinoma. Proteome analysis revealed the significant downregulation of aldo-keto reductase family proteins (AKR1C2, AKR1C3, and AKR1B1) in claudin-1 knockout cells, which are linked to metabolic pathways. Aldo-keto reductase knockdown reduced chemoresistance, proliferation, and invasion in these cell lines. CONCLUSIONS These findings indicate that the abnormal expression of claudin-1 promotes tumor progression and drug resistance through its interaction with aldo-keto reductase proteins, highlighting claudin-1 and aldo-keto reductase family proteins as potential biomarkers and therapeutic targets for pancreatic cancer.
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Affiliation(s)
- Daisuke Kyuno
- Department of Pathology, Sapporo Medical University School of Medicine, Sapporo 060-8556, Japan
- Department of Surgery, Division of Gastroenterological Surgery, Sapporo Medical University, Sapporo 060-8556, Japan
| | - Hinae Asano
- Department of Pathology, Sapporo Medical University School of Medicine, Sapporo 060-8556, Japan
| | - Reona Okumura
- Department of Pathology, Sapporo Medical University School of Medicine, Sapporo 060-8556, Japan
| | - Kumi Takasawa
- Division of Tumor Pathology, Department of Pathology, Asahikawa Medical University, Asahikawa 078-8510, Japan
| | - Akira Takasawa
- Division of Tumor Pathology, Department of Pathology, Asahikawa Medical University, Asahikawa 078-8510, Japan
| | - Takumi Konno
- Department of Cell Science, Institute of Cancer Research, Sapporo Medical University School of Medicine, Sapporo 060-8556, Japan
| | - Yuna Nakamori
- Department of Pathology, Sapporo Medical University School of Medicine, Sapporo 060-8556, Japan
| | - Kazufumi Magara
- Department of Pathology, Sapporo Medical University School of Medicine, Sapporo 060-8556, Japan
| | - Yusuke Ono
- Department of Pathology, Sapporo Medical University School of Medicine, Sapporo 060-8556, Japan
| | - Masafumi Imamura
- Department of Surgery, Division of Gastroenterological Surgery, Sapporo Medical University, Sapporo 060-8556, Japan
| | - Yasutoshi Kimura
- Department of Surgery, Division of Gastroenterological Surgery, Sapporo Medical University, Sapporo 060-8556, Japan
| | - Takashi Kojima
- Department of Cell Science, Institute of Cancer Research, Sapporo Medical University School of Medicine, Sapporo 060-8556, Japan
| | - Makoto Osanai
- Department of Pathology, Sapporo Medical University School of Medicine, Sapporo 060-8556, Japan
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9
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Doi T, Ishikawa T, Moriguchi M, Itoh Y. Current status of cancer genome medicine for pancreatic ductal adenocarcinoma. Jpn J Clin Oncol 2025; 55:443-452. [PMID: 39893577 DOI: 10.1093/jjco/hyaf012] [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: 09/21/2024] [Accepted: 01/17/2025] [Indexed: 02/04/2025] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) has a poor prognosis; however, advancements in cancer genome profiling using next-generation sequencing have provided new perspectives. KRAS mutations are the most frequently observed genomic alterations in patients with PDAC. However, until recently, it was not considered a viable therapeutic target. Although KRAS G12C mutations for which targeted therapies are already available are infrequent in PDAC, treatments targeting KRAS G12D and pan-KRAS are still under development. Similarly, new treatment methods for KRAS, such as chimeric antigen receptor T-cell therapy, have been developed. Several other potential therapeutic targets have been identified for KRAS wild-type PDAC. For instance, immune checkpoint inhibitors have demonstrated efficacy in PDAC treatment with microsatellite instability-high/deficient mismatch repair and tumor mutation burden-high profiles. However, for other PDAC cases with low immunogenicity, combination therapies that enhance the effectiveness of immune checkpoint inhibitors are being considered. Additionally, homologous recombination repair deficiencies, including BRCA1/2 mutations, are prevalent in PDAC and serve as important biomarkers for therapies involving poly (adenosine diphosphate-ribose) polymerase inhibitors and platinum-based therapies. Currently, olaparib is available for maintenance therapy of BRCA1/2 mutation-positive PDAC. Further therapeutic developments are ongoing for genetic abnormalities involving BRAF V600E and the fusion genes RET, NTRK, NRG, ALK, FGFR2, and ROS1. Overcoming advanced PDAC remains a formidable challenge; however, this review outlines the latest therapeutic strategies that are expected to lead to significant advancements.
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Affiliation(s)
- Toshifumi Doi
- Molecular Gastroenterology and Hepatology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-ku, Kyoto 602-8566, Japan
- Cancer Genome Medical Center, University Hospital, Kyoto Prefectural University of Medicine, Kamigyo-ku, Kyoto 602-8566, Japan
| | - Takeshi Ishikawa
- Molecular Gastroenterology and Hepatology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-ku, Kyoto 602-8566, Japan
- Cancer Genome Medical Center, University Hospital, Kyoto Prefectural University of Medicine, Kamigyo-ku, Kyoto 602-8566, Japan
- Department of Medical Oncology Unit, University Hospital, Kyoto Prefectural University of Medicine, Kamigyo-ku, Kyoto 602-8566, Japan
| | - Michihisa Moriguchi
- Molecular Gastroenterology and Hepatology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-ku, Kyoto 602-8566, Japan
| | - Yoshito Itoh
- Molecular Gastroenterology and Hepatology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-ku, Kyoto 602-8566, Japan
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10
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El Zaitouni S, Laraqui A, Boustany Y, Benmokhtar S, El Annaz H, Abi R, Tagajdid MR, El Kochri S, Bouaiti EA, Amine IL, Ameziane El Hassani R, Ennibi K. Potency and Safety of KRAS G12C Inhibitors in Solid Tumors: A Systematic Review. Clin Med Insights Oncol 2025; 19:11795549251331759. [PMID: 40297021 PMCID: PMC12035108 DOI: 10.1177/11795549251331759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 03/13/2025] [Indexed: 04/30/2025] Open
Abstract
Background The Kirsten rat sarcoma viral oncogene homolog (KRAS) gene, specifically the cysteine residue mutation KRAS (G12C), has garnered significant attention as a therapeutic target for solid cancer patients with KRAS mutations. Despite this interest, the efficacy and safety profiles of KRAS G12C inhibitors remain incompletely understood. In this study, we comprehensively evaluate the effectiveness and toxicity of relevant KRAS G12C inhibitors (Sotorasib, Adagrasib, Garsorasib, and Divarasib) in patients with colorectal cancer (CRC), non-small-cell lung cancer (NSCLC), and pancreatic ductal adenocarcinomas (PDAC). Methods Our systematic review is guided by Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. We review the available clinical trials data on KRAS G12C inhibitors in KRAS G12C-mutated solid tumors. We searched PubMed, EMBASE, Cochrane Library, and major international conferences for clinical trials from January 2020 until August 2023. Results A total of 17 eligible studies were included. KRAS G12C inhibitions with Sotorasib (41.2%) and Adagrasib (41.2%) each of them were reported in 7 studies. Divarasib was reported in 2 studies (11.8%) and Garsorasib was reported in 1 study (6.7%). Sotorasib showed a significant clinical benefit in terms of objective response rate (ORR) (7.1%-47%), progression-free survival (PFS) (4-6.8 months), and overall survival (OS) (4-24 months); it is more efficient in NSCLC patients with an OS of 2 years, PFS of 6.3 months, and an ORR of 41%. Adagrasib also showed significant clinical activity with an ORR (19%-53%), PFS (3.3-11.1 months), and OS (10.5-23.4 months), with more effectiveness in NSCLC patients with an OS of 23.4 months, PFS of 11.1 months, and an ORR of 53.3%. Adagrasib is more efficient with an ORR of 35.1%, PFS of 7.4 months, and an OS of 14 months in patients with PDAC, than Sotorasib which showed an ORR of 21%, PFS of 4 months, and an OS of 6.9 months. However, Adagrasib and Sotorasib are moderately efficient in CRC clinical trials. Conclusion This study confirms that patients treated with these KRAS G12C inhibitors, exclusively or combined with conventional therapies, achieve better treatment responses and modulate the progressions of these solid tumors.
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Affiliation(s)
- Sara El Zaitouni
- Laboratory of Biology of Human Pathologies, Genomic Center of Human Pathologies, Department of Biology, Faculty of Sciences, Mohammed V University in Rabat, Rabat, Morocco
| | - Abdelilah Laraqui
- Royal School of Military Health Service, Sequencing Unit, Laboratory of Virology, Center of Virology, Infectious and Tropical Diseases, Mohammed V Military Teaching Hospital in Rabat, Rabat, Morocco
| | - Youssra Boustany
- Microbiology and Molecular Biology Team, Department of Biology, Faculty of Sciences, Mohammed V University in Rabat, Rabat, Morocco
| | - Soukaina Benmokhtar
- Laboratory of Biology of Human Pathologies, Genomic Center of Human Pathologies, Department of Biology, Faculty of Sciences, Mohammed V University in Rabat, Rabat, Morocco
| | - Hicham El Annaz
- Royal School of Military Health Service, Sequencing Unit, Laboratory of Virology, Center of Virology, Infectious and Tropical Diseases, Mohammed V Military Teaching Hospital in Rabat, Rabat, Morocco
| | - Rachid Abi
- Royal School of Military Health Service, Sequencing Unit, Laboratory of Virology, Center of Virology, Infectious and Tropical Diseases, Mohammed V Military Teaching Hospital in Rabat, Rabat, Morocco
| | - Mohamed Rida Tagajdid
- Royal School of Military Health Service, Sequencing Unit, Laboratory of Virology, Center of Virology, Infectious and Tropical Diseases, Mohammed V Military Teaching Hospital in Rabat, Rabat, Morocco
| | - Safae El Kochri
- Royal School of Military Health Service, Sequencing Unit, Laboratory of Virology, Center of Virology, Infectious and Tropical Diseases, Mohammed V Military Teaching Hospital in Rabat, Rabat, Morocco
| | - El Arbi Bouaiti
- Laboratory of Biostatistics, Clinical Research and Epidemiology, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Rabat, Morocco
| | - Idriss Lahlou Amine
- Royal School of Military Health Service, Sequencing Unit, Laboratory of Virology, Center of Virology, Infectious and Tropical Diseases, Mohammed V Military Teaching Hospital in Rabat, Rabat, Morocco
| | - Rabii Ameziane El Hassani
- Laboratory of Biology of Human Pathologies, Genomic Center of Human Pathologies, Department of Biology, Faculty of Sciences, Mohammed V University in Rabat, Rabat, Morocco
| | - Khalid Ennibi
- Royal School of Military Health Service, Sequencing Unit, Laboratory of Virology, Center of Virology, Infectious and Tropical Diseases, Mohammed V Military Teaching Hospital in Rabat, Rabat, Morocco
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11
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Kang JH, Cho YJ, Hwang JY, Park SY, Choi JJ, Paik ES, Kim HS, Lee JW, Shin US. Temperature-Controlled pNIB/PTX Micelles for Improved Paclitaxel Delivery in Ovarian Cancer Treatment. ACS Biomater Sci Eng 2025; 11:2167-2179. [PMID: 40094480 DOI: 10.1021/acsbiomaterials.4c02060] [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] [Indexed: 03/19/2025]
Abstract
Paclitaxel (PTX) is a widely used anticancer drug for ovarian cancer treatment, but its clinical application is limited by poor water solubility and dose-limiting toxicities. To overcome these challenges, we developed a thermoresponsive, multistep drug delivery system, pNIB/PTX, designed to improve PTX solubility and provide controlled drug release. The pNIB/PTX-3 complex exhibited an initial rapid drug release phase followed by sustained slow release, optimizing both short-term and long-term therapeutic efficacy. At physiological temperatures, the complex demonstrated a precisely controlled drug release mechanism driven by changes in the polymeric micelle structure. In vitro studies showed that pNIB/PTX-3 significantly enhanced therapeutic effects in human ovarian cancer cell lines HeyA8 and SKOV3ip1, compared to PTX alone. In orthotopic ovarian cancer mouse models, a single intraperitoneal injection of pNIB/PTX-3 led to a substantial reduction in tumor size and prolonged survival. This multistep, thermoresponsive delivery system shows strong potential as a promising therapeutic option for dose-dense ovarian cancer treatments, providing improved drug stability, controlled release, and minimized side effects.
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Affiliation(s)
- Ji-Hye Kang
- Institute of Tissue Regeneration Engineering (ITREN), Dankook University, 119 Dandae-ro, Dongnam-gu, Cheonan 31116, Republic of Korea
| | - Young-Jae Cho
- Department of Obstetrics and Gynecology, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul 06351, Republic of Korea
| | - Ji-Young Hwang
- Convergence Research Division, Korea Carbon Industry Promotion Agency (KCARBON), 110-11 Ballyong-ro, Deokjin-gu, Jeonju 54853, Republic of Korea
| | - Sang-Yu Park
- Institute of Tissue Regeneration Engineering (ITREN), Dankook University, 119 Dandae-ro, Dongnam-gu, Cheonan 31116, Republic of Korea
- Department of Nano-biomedical Science BK21 FOUR NBM Global Research Center for Regenerative Medicine, Dankook University, 119 Dandae-ro, Dongnam-gu, Cheonan 31116, Republic of Korea
| | - Jung-Joo Choi
- Department of Obstetrics and Gynecology, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul 06351, Republic of Korea
| | - E Sun Paik
- Department of Obstetrics and Gynecology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, 29 Saemunan-ro, Jongno-gu, Seoul 03181, Republic of Korea
| | - Han-Sem Kim
- Institute of Tissue Regeneration Engineering (ITREN), Dankook University, 119 Dandae-ro, Dongnam-gu, Cheonan 31116, Republic of Korea
| | - Jeong-Won Lee
- Department of Obstetrics and Gynecology, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul 06351, Republic of Korea
- Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul 06351, Republic of Korea
| | - Ueon Sang Shin
- Institute of Tissue Regeneration Engineering (ITREN), Dankook University, 119 Dandae-ro, Dongnam-gu, Cheonan 31116, Republic of Korea
- Department of Nano-biomedical Science BK21 FOUR NBM Global Research Center for Regenerative Medicine, Dankook University, 119 Dandae-ro, Dongnam-gu, Cheonan 31116, Republic of Korea
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12
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Vivalda F, Gatti M, Manfredi L, Dogan H, Porro A, Collotta G, Ceppi I, von Aesch C, van Ackeren V, Wild S, Steger M, Canovas B, Cubillos-Rojas M, Riera A, Cejka P, Nebreda A, Dibitetto D, Rottenberg S, Sartori A. The PIN1-p38-CtIP signalling axis protects stalled replication forks from deleterious degradation. Nucleic Acids Res 2025; 53:gkaf278. [PMID: 40207632 PMCID: PMC11983131 DOI: 10.1093/nar/gkaf278] [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: 07/09/2024] [Revised: 03/20/2025] [Accepted: 03/26/2025] [Indexed: 04/11/2025] Open
Abstract
Human CtIP plays a critical role in homologous recombination (HR) by promoting the resection of DNA double-strand breaks. Moreover, CtIP maintains genome stability through protecting stalled replication forks from nucleolytic degradation. However, the upstream signalling mechanisms governing the molecular switch between these two CtIP-dependent processes remain largely elusive. Here, we show that phosphorylation of CtIP by the p38α stress kinase and subsequent PIN1-mediated CtIP cis-to-trans isomerization is required for fork stabilization but dispensable for HR. We found that stalled forks are degraded in cells expressing non-phosphorylatable CtIP or lacking PIN1-p38α activity, while expression of a CtIP trans-locked mutant overcomes the requirement for PIN1-p38α in fork protection. We further reveal that Brca1-deficient mammary tumour cells that have acquired PARP inhibitor (PARPi) resistance regain chemosensitivity after PIN1 or p38α inhibition. Collectively, our findings identify the PIN1-p38-CtIP signalling pathway as a critical regulator of replication fork integrity.
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Affiliation(s)
- Francesca Vivalda
- Institute of Molecular Cancer Research, University of Zurich, 8057 Zurich, Switzerland
| | - Marco Gatti
- Institute of Molecular Cancer Research, University of Zurich, 8057 Zurich, Switzerland
| | - Letizia Manfredi
- Institute of Molecular Cancer Research, University of Zurich, 8057 Zurich, Switzerland
| | - Hülya Dogan
- Institute of Animal Pathology and Bern Center for Precision Medicine, University of Bern, 3001 Bern, Switzerland
| | - Antonio Porro
- Institute of Molecular Cancer Research, University of Zurich, 8057 Zurich, Switzerland
| | - Giulio Collotta
- Institute of Molecular Cancer Research, University of Zurich, 8057 Zurich, Switzerland
| | - Ilaria Ceppi
- Institute for Research in Biomedicine, Università della Svizzera italiana, 6500 Bellinzona, Switzerland
| | - Christine von Aesch
- Institute of Molecular Cancer Research, University of Zurich, 8057 Zurich, Switzerland
| | - Vanessa van Ackeren
- Institute of Molecular Cancer Research, University of Zurich, 8057 Zurich, Switzerland
| | - Sebastian Wild
- Institute of Molecular Cancer Research, University of Zurich, 8057 Zurich, Switzerland
| | - Martin Steger
- NEOsphere Biotechnologies, 82152 Martinsried, Germany
| | - Begoña Canovas
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, 08028 Barcelona, Spain
| | - Monica Cubillos-Rojas
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, 08028 Barcelona, Spain
| | - Antoni Riera
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, 08028 Barcelona, Spain
- Departament de Química Inorgànica i Orgànica, Secció de Química Orgànica, Universitat de Barcelona, 08028 Barcelona, Spain
| | - Petr Cejka
- Institute for Research in Biomedicine, Università della Svizzera italiana, 6500 Bellinzona, Switzerland
| | - Angel R Nebreda
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, 08028 Barcelona, Spain
- ICREA, 08010 Barcelona, Spain
| | - Diego Dibitetto
- Institute of Animal Pathology and Bern Center for Precision Medicine, University of Bern, 3001 Bern, Switzerland
- Department of Experimental Oncology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, 20156 Milan, Italy
| | - Sven Rottenberg
- Institute of Animal Pathology and Bern Center for Precision Medicine, University of Bern, 3001 Bern, Switzerland
- Cancer Therapy Resistance Cluster, Department for Biomedical Research, University of Bern, 3008 Bern, Switzerland
| | - Alessandro A Sartori
- Institute of Molecular Cancer Research, University of Zurich, 8057 Zurich, Switzerland
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13
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Liaki V, Rosas-Perez B, Guerra C. Unlocking the Genetic Secrets of Pancreatic Cancer: KRAS Allelic Imbalances in Tumor Evolution. Cancers (Basel) 2025; 17:1226. [PMID: 40227826 PMCID: PMC11987834 DOI: 10.3390/cancers17071226] [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: 01/05/2025] [Revised: 03/13/2025] [Accepted: 03/31/2025] [Indexed: 04/15/2025] Open
Abstract
Pancreatic Ductal Adenocarcinoma (PDAC) belongs to the types of cancer with the highest lethality. It is also remarkably chemoresistant to the few available cytotoxic therapeutic options. PDAC is characterized by limited mutational heterogeneity of the known driver genes, KRAS, CDKN2A, TP53, and SMAD4, observed in both early-stage and advanced tumors. In this review, we summarize the two proposed models of genetic evolution of pancreatic cancer. The gradual or stepwise accumulated mutations model has been widely studied. On the contrary, less evidence exists on the more recent simultaneous model, according to which rapid tumor evolution is driven by the concurrent accumulation of genetic alterations. In both models, oncogenic KRAS mutations are the main initiating event. Here, we analyze the emerging topic of KRAS allelic imbalances and how it arises during tumor evolution, as it is often detected in advanced and metastatic PDAC. We also summarize recent evidence on how it affects tumor biology, metastasis, and response to therapy. To this extent, we highlight the necessity to include studies of KRAS allelic frequencies in the design of future therapeutic strategies against pancreatic cancer.
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Affiliation(s)
- Vasiliki Liaki
- Molecular Oncology Program, Spanish National Cancer Research Center (CNIO), 28029 Madrid, Spain; (B.R.-P.); (C.G.)
| | - Blanca Rosas-Perez
- Molecular Oncology Program, Spanish National Cancer Research Center (CNIO), 28029 Madrid, Spain; (B.R.-P.); (C.G.)
| | - Carmen Guerra
- Molecular Oncology Program, Spanish National Cancer Research Center (CNIO), 28029 Madrid, Spain; (B.R.-P.); (C.G.)
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Instituto de Salud Carlos III, 28029 Madrid, Spain
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14
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Fu R, Wang C, Yin T, Zhang X, Xu Y, Shi Y, Xu J, Zhang W, Ding Z. A novel and promising therapeutic approach for treating pancreatic cancer: Nectin‑4‑targeted antibody‑drug conjugates alone or combined with autophagy inhibitors. Int J Mol Med 2025; 55:66. [PMID: 40017149 PMCID: PMC11875723 DOI: 10.3892/ijmm.2025.5507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Accepted: 02/05/2025] [Indexed: 03/01/2025] Open
Abstract
Antibody‑drug conjugates (ADCs) are rapidly advancing the treatment of solid tumors, and Nectin‑4‑targeted ADCs have been approved by the FDA to treat certain cancers. Although Nectin‑4 is overexpressed in the tissues of patients with pancreatic cancer, whether Nectin‑4‑targeted ADCs can effectively treat pancreatic cancer remains unclear. The present study evaluated the therapeutic effects and mechanisms of Nectin‑4‑targeted ADCs in pancreatic cancer. A Nectin‑4‑directed ADC was chosen, Nectin‑4‑MMAE, which triggered apoptosis and induced cell death in the Nectin‑4‑positive pancreatic cancer cell lines BxPC‑3 and YAPC. Nectin‑4‑MMAE also induced autophagy in BxPC‑3 and YAPC cells by inactivating the AKT/mTOR pathway. The entire autophagy process was observed by electron microscopy and laser confocal microscopy. The autophagy inhibitors LY294002 and chloroquine significantly increased the lethal effects of Nectin‑4‑MMAE on BxPC‑3 and YAPC cells by inducing apoptosis. In the xenograft tumor model, Nectin‑4‑MMAE alone elicited potent antitumor effects. When Nectin‑4‑MMAE was combined with autophagy inhibitors, the tumor burden of mice was decreased compared with treatment with either drug alone. The present study confirmed the potent therapeutic effects of Nectin‑4‑MMAE against pancreatic cancer, and its unique antitumor mechanism provides new approaches to treatment.
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Affiliation(s)
- Rong Fu
- Department of Pharmacy, Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng Third People's Hospital, Yancheng, Jiangsu 224008, P.R. China
| | - Chunbin Wang
- Department of Oncology, Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng Third People's Hospital, Yancheng, Jiangsu 224008, P.R. China
| | - Tongjin Yin
- Department of Pediatrics, Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng Third People's Hospital, Yancheng, Jiangsu 224008, P.R. China
| | - Xuyao Zhang
- Department of Biological Medicines and Shanghai Engineering Research Center of Immunotherapeutic, Fudan University School of Pharmacy, Shanghai 201203, P.R. China
| | - Ying Xu
- Department of Pharmacy, Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng Third People's Hospital, Yancheng, Jiangsu 224008, P.R. China
| | - Yue Shi
- Department of Pharmacy, Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng Third People's Hospital, Yancheng, Jiangsu 224008, P.R. China
| | - Jing Xu
- Department of Pharmacy, Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng Third People's Hospital, Yancheng, Jiangsu 224008, P.R. China
| | - Wei Zhang
- Department of Pharmacy, Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng Third People's Hospital, Yancheng, Jiangsu 224008, P.R. China
| | - Zhe Ding
- Department of Pharmacy, Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng Third People's Hospital, Yancheng, Jiangsu 224008, P.R. China
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15
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Ramesh RPG, Yasmin H, Ponnachan P, Al-Ramadi B, Kishore U, Joseph AM. Phenotypic heterogeneity and tumor immune microenvironment directed therapeutic strategies in pancreatic ductal adenocarcinoma. Front Immunol 2025; 16:1573522. [PMID: 40230862 PMCID: PMC11994623 DOI: 10.3389/fimmu.2025.1573522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2025] [Accepted: 03/04/2025] [Indexed: 04/16/2025] Open
Abstract
Pancreatic cancer is an aggressive tumor with high metastatic potential which leads to decreased survival rate and resistance to chemotherapy and immunotherapy. Nearly 90% of pancreatic cancer comprises pancreatic ductal adenocarcinoma (PDAC). About 80% of diagnoses takes place at the advanced metastatic stage when it is unresectable, which renders chemotherapy regimens ineffective. There is also a dearth of specific biomarkers for early-stage detection. Advances in next generation sequencing and single cell profiling have identified molecular alterations and signatures that play a role in PDAC progression and subtype plasticity. Most chemotherapy regimens have shown only modest survival benefits, and therefore, translational approaches for immunotherapies and combination therapies are urgently required. In this review, we have examined the immunosuppressive and dense stromal network of tumor immune microenvironment with various metabolic and transcriptional changes that underlie the pro-tumorigenic properties in PDAC in terms of phenotypic heterogeneity, plasticity and subtype co-existence. Moreover, the stromal heterogeneity as well as genetic and epigenetic changes that impact PDAC development is discussed. We also review the PDAC interaction with sequestered cellular and humoral components present in the tumor immune microenvironment that modify the outcome of chemotherapy and radiation therapy. Finally, we discuss different therapeutic interventions targeting the tumor immune microenvironment aimed at better prognosis and improved survival in PDAC.
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Affiliation(s)
- Remya P. G. Ramesh
- Department of Veterinary Medicine, UAE University, Al Ain, United Arab Emirates
| | - Hadida Yasmin
- Immunology and Cell Biology Laboratory, Department of Zoology, Cooch Behar Panchanan Barma University, Cooch Behar, West Bengal, India
| | - Pretty Ponnachan
- Department of Veterinary Medicine, UAE University, Al Ain, United Arab Emirates
| | - Basel Al-Ramadi
- Department of Medical Microbiology and Immunology, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
- Zayed Center for Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
- ASPIRE Precision Medicine Research Institute Abu Dhabi, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Uday Kishore
- Department of Veterinary Medicine, UAE University, Al Ain, United Arab Emirates
- Zayed Center for Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Ann Mary Joseph
- Department of Veterinary Medicine, UAE University, Al Ain, United Arab Emirates
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16
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Levi A, Blais E, Davelaar J, Ebia MI, Minasyan A, Nikravesh N, Gresham G, Zheng L, Chuy JW, Shroff RT, Wadlow RC, DeArbeloa P, Matrisian LM, Petricoin E, Pishvaian MJ, Gong J, Hendifar AE, Osipov A. Clinical outcomes and molecular characteristics of lung-only and liver-only metastatic pancreatic cancer: results from a real-world evidence database. Oncologist 2025; 30:oyaf007. [PMID: 40079530 PMCID: PMC11904785 DOI: 10.1093/oncolo/oyaf007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Accepted: 01/03/2025] [Indexed: 03/15/2025] Open
Abstract
BACKGROUND Previous research demonstrates longer survival for patients with lung-only metastatic pancreatic adenocarcinoma (mPDAC) compared to liver-only mPDAC. The objective of this study is to understand the survival differences, impact of chemotherapy, and associated genomic features of mPDAC that is isolated to either the liver or lung. PATIENTS AND METHODS Longitudinal clinical outcomes and molecular sequencing data were retrospectively analyzed across 831 patients with PDAC across all stages whose tumors first metastasized to the liver or lung. Survival differences were evaluated using Cox regression. Mutational frequency differences were evaluated using Fisher's exact test. RESULTS Median overall survival (mOS) was shorter in patients with liver-only metastasis (1.3y [1.2-1.4], n = 689) compared to lung-only metastasis (2.1y [1.9-2.5], n = 142) (P = .000000588, HR = 2.00 [1.53-2.63]. Survival differences were observed regardless of choice of 1st-line standard-of-care therapy. For 5-fluorouracil-based therapies, mOS for liver-only mPDAC was 1.4y [1.3-1.6] (n = 211) compared to 2.1y [1.8-3.3] for lung-only mPDAC (n = 175) (P = .008113, HR = 1.75 [1.16-2.65]). For gemcitabine/nab-paclitaxel therapy, mOS for liver-only mPDAC was 1.2y [1.1-1.5] (n = 175) compared to 2.1y [1.6-3.4] for lung-only disease (n = 32) (P = .01863, HR = 1.84 [1.11-3.06]). PDAC tumors with liver-only metastases were modestly enriched (unadjustable P < .05) for: TP53 mutations, MYC amplifications, inactivating CDK2NA alterations, inactivating SMAD alterations, and SWI/SWF pathway mutations. PDAC tumors with lung-only metastases were enriched for: STK11 mutations, CCND1 amplifications, and GNAS alterations. CONCLUSION Patients with lung-only mPDAC demonstrate an improved prognosis relative to those with liver-only mPDAC. Responses to chemotherapy do not explain these differences. Organotropic metastatic tumor diversity is mirrored at the molecular level in PDAC.
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Affiliation(s)
- Abrahm Levi
- Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Edik Blais
- Perthera Inc., McLean, VA, United States
| | - John Davelaar
- Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Matthew I Ebia
- Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | | | - Nima Nikravesh
- Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | | | - Lei Zheng
- University of Texas Health Science Center San Antonio, Hematology and Oncology, San Antonio, TX, United States
| | | | - Rachna T Shroff
- University of Arizona College of Medicine, Hematology and Oncology, Tucson, AZ, United States
| | | | | | | | | | - Michael J Pishvaian
- University of Texas Health Science Center San Antonio, Hematology and Oncology, San Antonio, TX, United States
- Johns Hopkins Medicine, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, United States
| | - Jun Gong
- Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | | | - Arsen Osipov
- Cedars-Sinai Medical Center, Los Angeles, CA, United States
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17
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Yin X, Shen H, Wang H, Wang Q, Zhang S, Zhang C, Jia Q, Guo S, Xu X, Zhang W, Li B, Shi X, Gao S, Shi M, Zhao X, Wang S, Han J, Zhang G, Li Y, Li P, Jing W, Song B, Zheng K, Li G, Zhang Y, Jiang H, Wu C, Song Z, Niu G, Zhang Q, Guo J, Sun Z, Han F, Li Y, Gao D, Jin H, Yang H, Li J, Jin G. Pathogenic germline variants in Chinese pancreatic adenocarcinoma patients. Nat Commun 2025; 16:2214. [PMID: 40044664 PMCID: PMC11882848 DOI: 10.1038/s41467-025-57520-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Accepted: 02/25/2025] [Indexed: 03/09/2025] Open
Abstract
Putting pancreatic adenocarcinoma (PAAD) screening into perspective for high-risk individuals could significantly reduce cancer morbidity and mortality. Previous studies have profiled somatic mutations in PAAD. In contrast, the prevalence of mutations in PAAD predisposition genes has not been defined, especially in the Asian population. Using a multi-tier cohort design and whole genome/exome sequencing, we create a comprehensive germline mutation map of PAAD in 1,123 Chinese cancer patients in comparison with 11 pan-ethnic studies. For well-known pathogenic/likely pathogenic germline variants, Chinese patients exhibit overlapping but distinct germline mutation patterns comparing with Western cohorts, highlighted by lower mutation rates in known PAAD genes including BRCA1, BRCA2, ATM, CDKN2A, and CHEK2, and distinct mutations in CFTR, RAD51D, FANCA, ERCC2, and GNAS exclusive to Chinese patients. CFTR emerges as a top candidate gene following loss of heterozygosity analysis. Using an integrative multi-omics and functional validation paradigm, we discover that deleterious variants of uncertain significance may compromise CFTR's tumor suppressor function, and demonstrate the clinical relevance by using patient derived organoids for drug screen. Our multifaceted approach not only deepens the knowledge of population differences in PAAD germline mutations but also unveils potential avenues for targeted therapeutic interventions.
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Affiliation(s)
- Xiaoyi Yin
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
- Department of Pathology, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Hui Shen
- Department of Otorhinolaryngology, Head and Neck Surgery, Yantai Yuhuangding Hospital, Qingdao University, Yantai, 264000, China
- Shandong Provincial Key Laboratory of Neuroimmune Interaction and Regulation, Yantai, 264000, China
- Center for Translational Medicine, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Huan Wang
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Qingchen Wang
- Obstetrics and Gynecology Hospital, Institute of Reproduction and Development, Fudan University, Shanghai, China
| | - Shan Zhang
- Center for Translational Medicine, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Chunming Zhang
- Western Institute of Advanced Technology, Chinese Academy of Science, Chongqing, China
| | - Qi Jia
- Shanghai Cancer Institute, State Key Laboratory of Systems Medicine for Cancer, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200032, China
| | - Shiwei Guo
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Xiongfei Xu
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Wenhui Zhang
- Department of Urology, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Bo Li
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Xiaohan Shi
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Suizhi Gao
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Meilong Shi
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Xuenan Zhao
- Center for Translational Medicine, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Sheng Wang
- Center for Translational Medicine, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Jiawei Han
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
- Department of General Surgery, Tong Ren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200433, China
| | - Guoxiao Zhang
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
- Department of General Surgery, The 72nd Group Army Hospital of Chinese People's Liberation Army, Huzhou, China
| | - Yikai Li
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Penghao Li
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Wei Jing
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Bin Song
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Kailian Zheng
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Gang Li
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Yijie Zhang
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Hui Jiang
- Department of Pathology, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | - Cong Wu
- Clinical Research Unit, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
| | | | - Gang Niu
- Western Institute of Advanced Technology, Chinese Academy of Science, Chongqing, China
| | - Qiangzu Zhang
- Western Institute of Advanced Technology, Chinese Academy of Science, Chongqing, China
| | - Jianglong Guo
- Shanghai Cancer Institute, State Key Laboratory of Systems Medicine for Cancer, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200032, China
| | - Zhen Sun
- Shanghai Cancer Institute, State Key Laboratory of Systems Medicine for Cancer, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200032, China
| | - Fengxian Han
- Center for Translational Medicine, Second Military Medical University (Naval Medical University), Shanghai, 200433, China
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, 200093, China
| | - Yunguang Li
- State Key Laboratory of Cell Biology, Shanghai Key Laboratory of Molecular Andrology, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Dong Gao
- State Key Laboratory of Cell Biology, Shanghai Key Laboratory of Molecular Andrology, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Haojie Jin
- Shanghai Cancer Institute, State Key Laboratory of Systems Medicine for Cancer, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200032, China.
| | - Hongbo Yang
- Obstetrics and Gynecology Hospital, Institute of Reproduction and Development, Fudan University, Shanghai, China.
| | - Jing Li
- Center for Translational Medicine, Second Military Medical University (Naval Medical University), Shanghai, 200433, China.
- Department of Precision Medicine, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China.
| | - Gang Jin
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, 200433, China.
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18
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Dho SE, Othman K, Zhang Y, McGlade CJ. NUMB alternative splicing and isoform-specific functions in development and disease. J Biol Chem 2025; 301:108215. [PMID: 39863103 PMCID: PMC11889595 DOI: 10.1016/j.jbc.2025.108215] [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: 10/04/2023] [Revised: 01/06/2025] [Accepted: 01/11/2025] [Indexed: 01/27/2025] Open
Abstract
The NUMB gene encodes a conserved adaptor protein with roles in asymmetric cell division and cell fate determination. First described as an inhibitor of Notch signaling, multifunctional NUMB proteins regulate multiple cellular pathways through protein complexes with ubiquitin ligases, polarity proteins and the endocytic machinery. The vertebrate NUMB protein isoforms were identified over 2 decades ago, yet the majority of functional studies exploring NUMB function in endocytosis, cell migration and adhesion, development and disease have largely neglected the potential for distinct isoform activity in design and interpretation. In this review we consolidate the literature that has directly addressed individual NUMB isoform functions, as well as interpret other functional studies through the lens of the specific isoforms that were utilized. We also summarize the emerging literature on the mechanisms that regulate alternative splicing of NUMB, and how this is subverted in disease. Finally, the importance of relative NUMB isoform expression as a determinant of activity and considerations for future studies of NUMB isoforms as unique proteins with distinct functions are discussed.
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Affiliation(s)
- Sascha E Dho
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Kamal Othman
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Yangjing Zhang
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - C Jane McGlade
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.
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Notoya G, Kishikawa T, Yasugi K, Iwata T, Seimiya T, Miyabayashi K, Takahashi R, Yamamoto K, Ijichi H, Otsuka M, Fujishiro M. WWP1 inhibition suppresses the proliferation of pancreatic cancer cells by regulating the PI3K-AKT pathway. J Gastroenterol 2025; 60:370-384. [PMID: 39656237 PMCID: PMC11880106 DOI: 10.1007/s00535-024-02192-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: 09/12/2024] [Accepted: 11/23/2024] [Indexed: 02/07/2025]
Abstract
BACKGROUND The proto-oncogene WWP1 is overexpressed in various cancers and contributes to tumor growth and poor prognosis. Recently, WWP1 inhibition was reported to suppress tumor development and cell proliferation by activating the PTEN function. However, the expression profiles and clinical significance of WWP1 in pancreatic ductal adenocarcinoma (PDAC) tissues remain undetermined. Therefore, this study aimed to evaluate the WWP1 expression in PDAC and investigate the therapeutic potential of WWP1 inhibition. METHODS Cellular proliferation assays were performed using a doxycycline-inducible shWWP1 expression system. Transcriptome analyses were conducted to identify the altered pathways in WWP1-depleted cells. PTEN ubiquitination by WWP1 was confirmed using immunoprecipitation assays. In vivo xenograft and drug screening assays were performed to evaluate the clinical significance of WWP1 inhibition. RESULTS WWP1 was significantly upregulated in PDAC tissues and associated with poor prognosis. WWP1 depletion significantly reduced the proliferation of PDAC cell lines, correlating with the suppression of the PI3K-AKT pathway. Mechanistically, as reported in other cancer types, PTEN is a target of WWP1 in PDAC cells. PTEN silencing abrogated the growth-inhibitory effects in WWP1-depleted cells, suggesting that the anti-tumor effects of WWP1 inhibition are mediated through PTEN activation. In vivo xenograft studies confirmed that WWP1 depletion substantially inhibited tumor growth. Moreover, drug screening assays revealed that WWP1 depletion had an additive effect with the PI3K-AKT pathway inhibitors on hindering tumor growth. CONCLUSION WWP1 inhibition enhances the anti-tumor effects of PI3K-AKT pathway inhibitors through PTEN activation. Thus, WWP1 could be a potential therapeutic target in PDAC.
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Grants
- 22K15390 Ministry of Education, Culture, Sports, Science and Technology
- 22K19517 Ministry of Education, Culture, Sports, Science and Technology
- 21H02893 Ministry of Education, Culture, Sports, Science and Technology
- 22H02828 Ministry of Education, Culture, Sports, Science and Technology
- JP23ck0106807 Japan Agency for Medical Research and Development
- Mochida Memorial Foundation for Medical and Pharmaceutical Research
- Kobayashi Foundation for Cancer Research
- The University of Tokyo
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Affiliation(s)
- Genso Notoya
- Department of Endoscopy and Endoscopic Surgery, Graduate School of Medicine, The University of Tokyo, Tokyo, 113-8655, Japan
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Takahiro Kishikawa
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.
| | - Kengo Yasugi
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Takuma Iwata
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Takahiro Seimiya
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Koji Miyabayashi
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Ryota Takahashi
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Keisuke Yamamoto
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Hideaki Ijichi
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
- Clinical Nutrition Center, Graduate School of Medicine, The University of Tokyo, Tokyo, 113-8655, Japan
| | - Motoyuki Otsuka
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Mitsuhiro Fujishiro
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
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20
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Wu J, Qian P, Han Y, Xu C, Xia M, Zhan P, Wei J, Dong J. GLP1 alleviates oleic acid-propelled lipocalin-2 generation by tumor-infiltrating CD8 + T cells to reduce polymorphonuclear MDSC recruitment and enhances viral immunotherapy in pancreatic cancer. Cell Mol Immunol 2025; 22:282-299. [PMID: 39910336 PMCID: PMC11868399 DOI: 10.1038/s41423-025-01260-3] [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: 08/01/2024] [Accepted: 01/12/2025] [Indexed: 02/07/2025] Open
Abstract
Recruitment of polymorphonuclear MDSCs (PMN-MDSCs) in the TME suppresses the antitumor activity of tumor-infiltrating CD8+ T cells (CD8+ TILs). Little is known about the role of antitumoral CD8+ TILs in actively initiating an immune-tolerant microenvironment, particularly in the recruitment of PMN-MDSCs. In this study, we found that immunotherapy-activated CD8+ TILs significantly increased PNM-MDSC infiltration in the TME, resulting in antitumor resistance. When CD8+ T cells are activated, lipocalin-2 (LCN2) expression is strongly upregulated, which significantly enhances PMN-MDSC chemotaxis. Mechanistically, immune activation increased fatty acid synthesis in CD8+ T cells, particularly oleic acid (OA), which induced lysosomal membrane permeabilization, releasing cathepsin B and subsequently activating NF-κB to promote LCN2 expression. Moreover, we showed that glucagon-like peptide 1 (GLP1) effectively inhibited OA synthesis in activated CD8+ T cells, reducing LCN2 production. We then developed a recombinant adenovirus encoding GLP1 (AdV-GLP1), which significantly reduced PMN-MDSC infiltration and reinvigorated the antitumor activity of CD8+ TILs. In various pancreatic cancer models, including subcutaneous, orthotopic, and humanized CDX/PDX models, AdV-GLP1 displayed excellent antitumor efficacy. Our work advances the understanding of how immunotherapy-activated CD8+ TILs initiate PMN-MDSC infiltration and provides a clinically relevant strategy to target this interaction and improve cancer immunotherapy.
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Affiliation(s)
- Jingyi Wu
- State Key Laboratory of Pharmaceutical Biotechnology and Jiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing University, Nanjing, Jiangsu, China
| | - Peng Qian
- State Key Laboratory of Pharmaceutical Biotechnology and Jiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing University, Nanjing, Jiangsu, China
| | - Yifeng Han
- State Key Laboratory of Pharmaceutical Biotechnology and Jiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing University, Nanjing, Jiangsu, China
| | - Chuning Xu
- State Key Laboratory of Pharmaceutical Biotechnology and Jiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing University, Nanjing, Jiangsu, China
| | - Mao Xia
- Department of Clinical Laboratory Medicine, the Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Ping Zhan
- Department of Respiratory Medicine, Jinling Hospital, Medical School of Nanjing University, Nanjing, Jiangsu, China
| | - Jiwu Wei
- State Key Laboratory of Pharmaceutical Biotechnology and Jiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing University, Nanjing, Jiangsu, China.
| | - Jie Dong
- State Key Laboratory of Pharmaceutical Biotechnology and Jiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing University, Nanjing, Jiangsu, China.
- Department of Pathogen Biology, School of Medicine, Nantong University, Nantong, Jiangsu, 226001, China.
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21
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Shi W, Wang M, Lin Q, Lv Z, Gao K, Wan X. RBM10 suppresses malignant transformation in endometrial cancer via the Hippo-YAP signaling pathway. Am J Transl Res 2025; 17:1480-1494. [PMID: 40092130 PMCID: PMC11909570 DOI: 10.62347/fhxk9469] [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: 03/19/2024] [Accepted: 01/20/2025] [Indexed: 03/19/2025]
Abstract
OBJECTIVE To explore the genetic alterations, pathobiological functions, and downstream molecular mediators of RBM10 in endometrial cancer (EC) cells. METHODS Targeted sequencing and The Cancer Genome Atlas (TCGA) dataset analysis were performed. Following knockout (KO) or exogenous overexpression of RBM10 in EC cell lines, the biological functions and underlying mechanism of RBM10 in EC cells were evaluated by Western blot, qRT-PCR, CCK-8, Transwell, RNA-sequencing (RNA-seq), and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis. RESULTS RBM10 mutation was present in a subset of ECs. RBM10 KO EC cells showed increased growth, migration, and invasion, compared to parental cells. Conversely, RBM10 overexpression reduced EC cell growth, migration, and invasion. KEGG pathway enrichment analysis showed that the expression of the Hippo-YAP pathway downstream targets was markedly upregulated in RBM10 KO EC cells. Mechanistically, RBM10 suppressed Yes Kinase-associated Protein (YAP) activity by promoting YAP phosphorylation. CONCLUSION RBM10 acts as tumor suppressor in EC by modulating the Hippo-YAP signaling pathway.
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Affiliation(s)
- Wei Shi
- Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji UniversityShanghai 200092, China
| | - Mengfei Wang
- Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji UniversityShanghai 200092, China
| | - Qin Lin
- Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji UniversityShanghai 200092, China
| | - Zeheng Lv
- Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji UniversityShanghai 200092, China
| | - Kun Gao
- Department of Clinical Laboratory, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji UniversityShanghai 200092, China
| | - Xiaoping Wan
- Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji UniversityShanghai 200092, China
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22
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Venetis K, Frascarelli C, Bielo LB, Cursano G, Adorisio R, Ivanova M, Mane E, Peruzzo V, Concardi A, Negrelli M, D'Ercole M, Porta FM, Zhan Y, Marra A, Trapani D, Criscitiello C, Curigliano G, Guerini-Rocco E, Fusco N. Mismatch repair (MMR) and microsatellite instability (MSI) phenotypes across solid tumors: A comprehensive cBioPortal study on prevalence and prognostic impact. Eur J Cancer 2025; 217:115233. [PMID: 39827722 DOI: 10.1016/j.ejca.2025.115233] [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: 12/27/2024] [Accepted: 01/08/2025] [Indexed: 01/22/2025]
Abstract
Mismatch repair deficiency (MMR-d) and microsatellite instability (MSI) are prognostic and predictive biomarkers in oncology. Current testing for MMR/MSI relies on immunohistochemistry (IHC) for MMR proteins and molecular assays for MSI detection. This combined diagnostic strategy, however, lacks tumor specificity and does not account for gene variants. This study provides an in-depth analysis of MMR mutations frequency, spectrum, and distribution in solid tumors. Data from 23,893 patients across 11 tumor types, using 66 publicly available studies, were analyzed. MMR-mutated (MMR-m) status was defined by alterations in MLH1, PMS2, MSH2, and/or MSH6; MSI was assessed by MSIsensor. Cases with indeterminate labelling were excluded. Survival was analyzed using the Kaplan-Meier method. Among 19,353 tumors, 949 MMR variants were identified, comprising 432 pathogenic and 517 variants of unknown significance (VUS), as defined by OncoKB. MSH6 mutations were the most frequent (n = 279, 29.4 %), followed by MSH2 (n = 198, 20.9 %), MLH1 (n = 187, 19.7 %), and PMS2 (n = 161, 16.9 %). MMR-m cases were more frequent in endometrial (EC, 20.5 %), colorectal (CRC, 8.2 %), bladder (BLCA, 8.7 %), and gastroesophageal cancers (GEC, 5.4 %). Pathogenic mutations were more common than non-pathogenic in EC, CRC, and GEC (p < 0.001, p = 0.01, p = 0.32, respectively). MMR-m status was not associated with MSI in 247 (48.9 %) cases, including 67 (13.2 %) with pathogenic mutations. The highest concordance between MMR-m and MSI was observed in CRC (65.7 %), EC (91.2 %), and GEC (69.6 %), while the lowest in pancreatic (0.2 %) and lung cancers (0.1 %). MMR-m GECs showed improved overall survival compared to MMR-wt (p = 0.009), a relationship not observed in other tumor types. This study demonstrates that the MMR spectrum is extremely hetoerogeneous in solid tumors, highliting the need for comprehensive and tumor-specific testing strategies.
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Affiliation(s)
| | - Chiara Frascarelli
- Division of Pathology, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Luca Boscolo Bielo
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Milan, Italy
| | - Giulia Cursano
- Division of Pathology, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Riccardo Adorisio
- Division of Pathology, European Institute of Oncology IRCCS, Milan, Italy
| | - Mariia Ivanova
- Division of Pathology, European Institute of Oncology IRCCS, Milan, Italy
| | - Eltjona Mane
- Division of Pathology, European Institute of Oncology IRCCS, Milan, Italy
| | - Virginia Peruzzo
- Division of Pathology, European Institute of Oncology IRCCS, Milan, Italy
| | - Alberto Concardi
- Division of Pathology, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Marianna D'Ercole
- Division of Pathology, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Yinxiu Zhan
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Antonio Marra
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Milan, Italy
| | - Dario Trapani
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy; Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Milan, Italy
| | - Carmen Criscitiello
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy; Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Milan, Italy
| | - Giuseppe Curigliano
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy; Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Milan, Italy
| | - Elena Guerini-Rocco
- Division of Pathology, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Nicola Fusco
- Division of Pathology, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.
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23
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Leiphrakpam PD, Chowdhury S, Zhang M, Bajaj V, Dhir M, Are C. Trends in the Global Incidence of Pancreatic Cancer and a Brief Review of its Histologic and Molecular Subtypes. J Gastrointest Cancer 2025; 56:71. [PMID: 39992560 DOI: 10.1007/s12029-025-01183-2] [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] [Accepted: 01/25/2025] [Indexed: 02/25/2025]
Abstract
The global burden of pancreatic cancer has more than doubled in recent decades. It is now the sixth leading cause of cancer-related death worldwide, with an estimated 510,922 new cases and 467,409 deaths in 2022. The incidence of the disease continues to rise annually, with projections indicating a 95.4% increase in new cases by 2050, potentially reaching a total of 998,663 new cases globally. The overall five-year survival rate for pancreatic cancer is 10% worldwide, showing only a modest improvement compared to the past decade. The rising trends in the incidence rates are likely to continue as the global population ages and access to healthcare improves. The relatively low survival rate is primarily attributed to late-stage diagnoses and the lack of an effective screening method. Currently, population-based screening for asymptomatic individuals is not recommended, highlighting the importance of identifying and monitoring individuals at high risk for pancreatic cancer. Numerous studies have highlighted the differences in the molecular pathology of pancreatic cancer, underscoring the need for continued research to better understand these differences. The silent progression of the disease, poor prognosis, lack of screening options, and the necessity to improve our comprehension of its molecular characteristics emphasize the critical need for ongoing monitoring of disease trends at the population level. This review article analyses trends in the incidence of pancreatic cancer and its histological subtypes and provides an update on its molecular subtypes.
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Affiliation(s)
- Premila Devi Leiphrakpam
- Graduate Medical Education, College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA
- Division of Surgical Oncology, Department of Surgery, College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Sanjib Chowdhury
- Department of Surgery, College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Michelle Zhang
- Department of Surgery, College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Varnica Bajaj
- Department of Surgery, College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Mashaal Dhir
- Department of Surgery, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Chandrakanth Are
- Graduate Medical Education, College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA.
- Division of Surgical Oncology, Department of Surgery, College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA.
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24
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Jiang Z, Allkanjari MS, Chung PED, Tran H, Ghanbari-Azarnier R, Wang DY, Lin DJ, Min JY, Ben-David Y, Zacksenhaus E. Recent Advances in Pineoblastoma Research: Molecular Classification, Modelling and Targetable Vulnerabilities. Cancers (Basel) 2025; 17:720. [PMID: 40075567 PMCID: PMC11898778 DOI: 10.3390/cancers17050720] [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: 01/13/2025] [Revised: 02/17/2025] [Accepted: 02/17/2025] [Indexed: 03/14/2025] Open
Abstract
Pineoblastoma (PB) is a rare yet lethal pediatric brain cancer of the pineal gland, a small endocrine organ that secretes melatonin to regulate the circadian rhythm. For PB patients ≤5 years of age, the overall survival rate is approximately 15%; metastatic PB is incurable. Standard treatment, including surgical resection, radiation, and systemic chemotherapy, improves survival but compromises neurocognitive function. A better understanding of the disease and the generation of preclinical models may enable re-evaluation of previous clinical trials, development of precision therapeutic strategies and improve patient outcome. Over the past 5 years, PB has been recognized to include several major subtypes driven by (i) loss of microRNA processing factors DICER and DROSHA characterized by a relatively good prognosis; (ii) loss of the retinoblastoma tumor suppressor RB1; and (iii) amplification or induction of the cMYC protooncogene, with the latter two subtypes exhibiting exceedingly poor prognosis. Recently, mouse models for the major PB subtypes (RB1-, DICER1- and DROSHA-) except MYC- have been established. This progress, including better understanding of the disease, cell of origin, tumor progression, role of autophagy, and targetable vulnerabilities, holds promise for novel therapeutic strategies to combat each subtype of this lethal childhood malignancy.
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Affiliation(s)
- Zhe Jiang
- Toronto General Research Institute, University Health Network, 101 College Street, Max Bell Research Centre, Suite 5R406, Toronto, ON M5G 1L7, Canada; (M.S.A.); (H.T.); (R.G.-A.); (D.-Y.W.)
| | - Michelle S. Allkanjari
- Toronto General Research Institute, University Health Network, 101 College Street, Max Bell Research Centre, Suite 5R406, Toronto, ON M5G 1L7, Canada; (M.S.A.); (H.T.); (R.G.-A.); (D.-Y.W.)
| | - Philip E. D. Chung
- Toronto General Research Institute, University Health Network, 101 College Street, Max Bell Research Centre, Suite 5R406, Toronto, ON M5G 1L7, Canada; (M.S.A.); (H.T.); (R.G.-A.); (D.-Y.W.)
| | - Hanna Tran
- Toronto General Research Institute, University Health Network, 101 College Street, Max Bell Research Centre, Suite 5R406, Toronto, ON M5G 1L7, Canada; (M.S.A.); (H.T.); (R.G.-A.); (D.-Y.W.)
| | - Ronak Ghanbari-Azarnier
- Toronto General Research Institute, University Health Network, 101 College Street, Max Bell Research Centre, Suite 5R406, Toronto, ON M5G 1L7, Canada; (M.S.A.); (H.T.); (R.G.-A.); (D.-Y.W.)
| | - Dong-Yu Wang
- Toronto General Research Institute, University Health Network, 101 College Street, Max Bell Research Centre, Suite 5R406, Toronto, ON M5G 1L7, Canada; (M.S.A.); (H.T.); (R.G.-A.); (D.-Y.W.)
| | - Daniel J. Lin
- Toronto General Research Institute, University Health Network, 101 College Street, Max Bell Research Centre, Suite 5R406, Toronto, ON M5G 1L7, Canada; (M.S.A.); (H.T.); (R.G.-A.); (D.-Y.W.)
| | - Jung Yeon Min
- Toronto General Research Institute, University Health Network, 101 College Street, Max Bell Research Centre, Suite 5R406, Toronto, ON M5G 1L7, Canada; (M.S.A.); (H.T.); (R.G.-A.); (D.-Y.W.)
| | - Yaacov Ben-David
- State Key Laboratory for Functions and Applications of Medicinal Plants, Guizhou Medical University, Guiyang 550014, China
- Natural Products Research Center of Guizhou Province, Guiyang 550004, China
| | - Eldad Zacksenhaus
- Toronto General Research Institute, University Health Network, 101 College Street, Max Bell Research Centre, Suite 5R406, Toronto, ON M5G 1L7, Canada; (M.S.A.); (H.T.); (R.G.-A.); (D.-Y.W.)
- Department of Medicine, University of Toronto, Toronto, ON M5S 1A1, Canada
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25
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Maeng JE, Kim JH, Kim SC, Yun WG, Kwon W, Han Y, Oh DY, Lee SH, Jang JY, Ku JL. Comprehensive molecular analysis of 26 newly established human pancreatic ductal adenocarcinoma cell lines reveals two clusters with variating drug sensitivities. Cancer Cell Int 2025; 25:53. [PMID: 39972450 PMCID: PMC11837577 DOI: 10.1186/s12935-025-03671-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Accepted: 02/01/2025] [Indexed: 02/21/2025] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is a malignant form of cancer with the worst survival rate and an extremely low rate of response to treatments. The development and molecular characterization of pancreatic cancer cell lines (PCCLs) are essential for studying the biology of highly aggressive pancreatic adenocarcinoma. METHODS We applied whole exome sequencing (WES) and RNA-seq to identify molecular characteristics of 26 newly established PCCLs. Eighteen clinically relevant anti-cancer drugs were used to assess highly heterogeneous drug responses across the 26 cell lines. RESULTS We confirmed that common driver mutations of PDAC were well retained in our cell lines through WES analysis. Transcriptomic analysis identified two representative clusters that correlated with responses to certain drugs. By using Moffitt's classification method, the two clusters, C1 and C2, showed comparable expression patterns to "Basal-like" and "Classical" types, respectively. Drug screening results showed varying responses among different cell lines. In our cohort, C2 displayed greater sensitivity to anti-cancer drugs compared to C1. Furthermore, drugs targeting similar molecular pathways exhibited corresponding reactions among cell lines. CONCLUSIONS Our results underscored that transcriptomic features of pancreatic cancer correlate with drug sensitivity rather than with the effects of targeted drugs. Cell lines are useful in vitro model systems for studying the molecular mechanisms of PDAC.
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Affiliation(s)
- Ju Eun Maeng
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, 03080, Korea
- Laboratory of Cell Biology, Cancer Research Institute, Seoul National University College of Medicine, 101, Daehak-Ro, Jongno-Gu, Seoul, 03080, Korea
| | - Jae-Hyeon Kim
- Laboratory of Cell Biology, Cancer Research Institute, Seoul National University College of Medicine, 101, Daehak-Ro, Jongno-Gu, Seoul, 03080, Korea
| | - Soon-Chan Kim
- Laboratory of Cell Biology, Cancer Research Institute, Seoul National University College of Medicine, 101, Daehak-Ro, Jongno-Gu, Seoul, 03080, Korea
- Ischemic/Hypoxic Disease Institute, Seoul National University College of Medicine, Seoul, 03080, Korea
| | - Won-Gun Yun
- Department of Surgery, Seoul National University College of Medicine, 103 Daehak-Ro, Jongno-Gu, Seoul, 03080, Korea
| | - Wooil Kwon
- Department of Surgery, Seoul National University College of Medicine, 103 Daehak-Ro, Jongno-Gu, Seoul, 03080, Korea
| | - Youngmin Han
- Department of Surgery, Seoul National University College of Medicine, 103 Daehak-Ro, Jongno-Gu, Seoul, 03080, Korea
| | - Do-Youn Oh
- Department of Internal Medicine, Seoul National University Hospital, Seoul, 03080, Korea
| | - Sang Hyub Lee
- Department of Internal Medicine, Seoul National University Hospital, Seoul, 03080, Korea
| | - Jin-Young Jang
- Department of Surgery, Seoul National University College of Medicine, 103 Daehak-Ro, Jongno-Gu, Seoul, 03080, Korea.
| | - Ja-Lok Ku
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, 03080, Korea.
- Laboratory of Cell Biology, Cancer Research Institute, Seoul National University College of Medicine, 101, Daehak-Ro, Jongno-Gu, Seoul, 03080, Korea.
- Ischemic/Hypoxic Disease Institute, Seoul National University College of Medicine, Seoul, 03080, Korea.
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26
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Zhao Y, Liang X, Wei R, Guo F, Qin G, Yu H, Liu J, Xia W, Gou S, Wu H, Zhou Y. BAP1 Represses Sequential Activation of IRAKs and NF-κB Signaling in Pancreatic Cancer. Int J Biol Sci 2025; 21:1949-1965. [PMID: 40083694 PMCID: PMC11900812 DOI: 10.7150/ijbs.104977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Accepted: 02/05/2025] [Indexed: 03/16/2025] Open
Abstract
The deubiquitinating enzyme BRCA1 Associated Protein-1 (BAP1) has been reported to be shallowly deleted in a subset of pancreatic ductal adenocarcinomas (PDAC) and is believed to play a significant role in the development of chronic pancreatitis-driven PDAC. However, evidence suggests that BAP1 may also be involved in the progression and metastasis of PDAC, though the underlying mechanism remains unclear. Here, we demonstrate that BAP1 deletion leads to the overactivation of the nuclear factor-κB (NF-κB) signaling in PDAC, thereby promoting the proliferation, migration, and invasion of PDAC models both in vivo and in vitro. Mechanistically, BAP1 inhibits the sequential activation of interleukin-1 receptor-associated kinases (IRAKs) in an enzyme-independent manner. BAP1 binds to IRAK1 and inhibits the interaction between IRAK4 and IRAK1, as well as the IRAK4-mediated initiation of IRAK1 phosphorylation and autophosphorylation. This, in turn, prevents the dissociation of IRAK1 from the Myddosome complex and sequential activation of NF-κB. Based on this, we further identified that dual-target inhibitors of IRAK1/4 exhibited significant inhibitory effects on BAP1-deficient tumors in both in vivo and in vitro PDAC models. Our findings elucidate the mechanism by which BAP1 inhibits the NF-κB signaling and present a promising strategy for the targeted treatment of BAP1-deficient pancreatic cancer.
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Affiliation(s)
- Yuhan Zhao
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 Hubei China
- Sino-German Laboratory of Personalized Medicine for Pancreatic Cancer, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 China
| | - Xueyi Liang
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 Hubei China
- Sino-German Laboratory of Personalized Medicine for Pancreatic Cancer, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 China
| | - Ruozheng Wei
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 Hubei China
- Sino-German Laboratory of Personalized Medicine for Pancreatic Cancer, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 China
| | - Feng Guo
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 Hubei China
- Sino-German Laboratory of Personalized Medicine for Pancreatic Cancer, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 China
| | - Gengdu Qin
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 Hubei China
- Sino-German Laboratory of Personalized Medicine for Pancreatic Cancer, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 China
| | - Haixin Yu
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 China
| | - Jiaying Liu
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Wentao Xia
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 Hubei China
- Sino-German Laboratory of Personalized Medicine for Pancreatic Cancer, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 China
| | - Shanmiao Gou
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 Hubei China
- Sino-German Laboratory of Personalized Medicine for Pancreatic Cancer, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 China
| | - Heshui Wu
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 Hubei China
- Sino-German Laboratory of Personalized Medicine for Pancreatic Cancer, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 China
| | - Yingke Zhou
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 Hubei China
- Sino-German Laboratory of Personalized Medicine for Pancreatic Cancer, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 China
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27
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Kalfakakou D, Cameron DC, Kawaler EA, Tsuda M, Wang L, Jing X, Hajdu C, Tamayo DL, Shim Y, Ackermann A, Weissinger D, Zimny H, Hernandez R, Beier M, Dimartino D, Meyn P, Rice K, Selvaraj S, Loomis C, Heguy A, Lund AW, Sears RC, Welling TH, Dolgalev I, Tsirigos A, Simeone DM. Clonal Heterogeneity in Human Pancreatic Ductal Adenocarcinoma and Its Impact on Tumor Progression. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.11.637729. [PMID: 39990481 PMCID: PMC11844494 DOI: 10.1101/2025.02.11.637729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/25/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is an aggressive cancer characterized by profound desmoplasia and cellular heterogeneity, which cannot be fully resolved using traditional bulk sequencing approaches. To understand the contribution of this heterogeneity to PDAC biology, we analyzed a large cohort of primary human PDAC samples (n = 62), profiling 443,451 single cells and 53,236 spatial transcriptomic spots using a combined single-cell RNA sequencing and spatial transcriptomics approach. Our analysis revealed significant intratumoral heterogeneity, with multiple genetically distinct neoplastic clones co-existing within individual tumors. These clones exhibited diverse transcriptional states and subtype profiles, challenging the traditional binary classification of PDAC into basal and classical subtypes; instead, our findings support a transcriptional continuum influenced by clonal evolution and spatial organization. Additionally, these clones each interacted uniquely with surrounding cell types in the tumor microenvironment. Phylogenetic analysis uncovered a rare but consistent classical-to-basal clonal transition associated with MYC amplification and immune response depletion, which were validated experimentally, suggesting a mechanism driving the emergence of a more aggressive basal clonal phenotype. Spatial analyses further revealed dispersed clones enriched for epithelial-to-mesenchymal transition (EMT) activity and immune suppression, correlating with metastatic potential and colonization of lymph node niches. These dispersed clones tended to transition toward a basal phenotype, contributing to disease progression. Our findings highlight the critical role of clonal diversity, transcriptional plasticity, and TME interactions in shaping human PDAC biology. This work provides new insights into the molecular and spatial heterogeneity of PDAC and offers potential avenues for therapeutic intervention targeting clonal evolution and the mechanisms driving metastasis.
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28
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McMillan MT, Soares KC. Advances in Vaccine-Based Therapies for Pancreatic Cancer. J Gastrointest Cancer 2025; 56:62. [PMID: 39939414 PMCID: PMC11821674 DOI: 10.1007/s12029-025-01165-4] [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] [Accepted: 01/01/2025] [Indexed: 02/14/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) remains one of the most lethal cancers, with a 5-year survival rate that has improved only marginally over the past 30 years, despite numerous clinical trials. PDAC poses several unique challenges, including early metastatic spread and a predilection for liver metastasis. It is also highly resistant to anti-tumor immunity and immunotherapy due to its dense and immunosuppressive tumor microenvironment, low immunogenicity, and systemic immune suppression. PDAC has a low mutational burden, defective antigen presentation, and immune checkpoint molecule upregulation, which reduce immune recognition. Together, these factors leave PDAC as an "immune cold" tumor with minimal cytotoxic T-cell activity. Novel therapeutic approaches are urgently needed to reinvigorate anti-tumor immunity. Recent advances, such as adjuvant personalized mRNA neoantigen vaccines and mutant-KRAS targeted vaccines, have demonstrated sustained vaccine-induced T cell responses that are associated with improved recurrence-free survival in surgically resected PDAC. Combining different vaccine approaches with optimal sequencing of chemotherapy, surgery, radiotherapy, and other immunotherapies may further enhance outcomes. PDAC vaccines represent a promising strategy for overcoming PDAC's resistance to conventional therapies, with ongoing trials exploring their potential to improve long-term survival.
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Affiliation(s)
- Matthew T McMillan
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical School, 1275 York Ave, C887, New York, NY, 10065, USA
| | - Kevin C Soares
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical School, 1275 York Ave, C887, New York, NY, 10065, USA.
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29
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de la Torre Medina J, Joshi U, Sonowal H, Kuang Y, Ren T, Chen DH, Tharuka MDN, Nguyen-Ta K, Gros H, Mikulski Z, Chen Y, White RR. Immunomodulation of Pancreatic Cancer via Inhibition of SUMOylation and CD155/TIGIT Pathway. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.06.636475. [PMID: 39975177 PMCID: PMC11839032 DOI: 10.1101/2025.02.06.636475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the deadliest major cancer and has a profoundly immunosuppressive tumor microenvironment (TME). Previous studies have shown that inhibition of the E1 enzyme, which catalyzes the small ubiquitin-like modifiers (SUMO), with the small molecule TAK-981, can reprogram the TME to enhance immune activation and suppress tumor growth. We found that the CD-155/TIGIT pathway, a key regulator of immune evasion in PDAC, is influenced by SUMOylation. We hypothesized that the combination of SUMO E1 and TIGIT inhibition would synergistically induce anti-tumor immune effects. We used a clinically relevant orthotopic mouse model that consistently develops liver metastases to study this combination therapy alone and in the perioperative setting with surgical resection. The combination of SUMO E1 and TIGIT inhibition significantly prolonged survival. Complete responders exhibited protective immunity and enhanced T cell reactivity to model-specific alloantigens. Complementary immune analyses of resected tumors demonstrated that combination therapy more significantly reduces the abundance of regulatory FOXP3+CD4+ T cells than each monotherapy alone. The findings suggest that SUMO E1 inhibition enhances antibody-mediated elimination of Tregs through innate immune cells, potentially by activation of type I interferon responses. Our results highlight a mechanism to enhance the efficacy of anti-TIGIT therapy. Brief Summary SUMOylation is a post-translational modification process critical for cancer. Inhibition of SUMOylation can improve the sensitivity of pancreatic cancer to immune checkpoint inhibition.
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30
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Mullen KM, Hong J, Attiyeh MA, Hayashi A, Sakamoto H, Kohutek ZA, McIntyre CA, Zhang H, Makohon-Moore AP, Zucker A, Wood LD, Myers MA, Arnold BJ, Zaccaria S, Chou JF, Capanu M, Socci ND, Raphael BJ, Iacobuzio-Donahue CA. The Evolutionary Forest of Pancreatic Cancer. Cancer Discov 2025; 15:329-345. [PMID: 39378050 PMCID: PMC11803399 DOI: 10.1158/2159-8290.cd-23-1541] [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: 01/18/2024] [Revised: 08/06/2024] [Accepted: 10/04/2024] [Indexed: 02/08/2025]
Abstract
SIGNIFICANCE Although the pancreatic cancer genome has been described, it has not been explored with respect to stages of diagnosis or treatment bottlenecks. We now describe and quantify the genomic features of PDAC in the context of evolutionary metrics and in doing so have identified a novel prognostic biomarker.
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Affiliation(s)
- Katelyn M. Mullen
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jungeui Hong
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Marc A. Attiyeh
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Akimasa Hayashi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Hitomi Sakamoto
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Zachary A. Kohutek
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Caitlin A. McIntyre
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Haochen Zhang
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Amanda Zucker
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Laura D. Wood
- Division of Gastrointestinal Pathology, Department of Pathology, Johns Hopkins Hospital, Baltimore, Maryland
| | - Matthew A. Myers
- Department of Computer Science, Princeton University, Princeton, New Jersey
| | - Brian J. Arnold
- Department of Computer Science, Princeton University, Princeton, New Jersey
| | - Simone Zaccaria
- Department of Computer Science, Princeton University, Princeton, New Jersey
| | - Joanne F. Chou
- Biostatistics and Epidemiology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Marinela Capanu
- Biostatistics and Epidemiology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Nicholas D. Socci
- Bioinformatics Core, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Christine A. Iacobuzio-Donahue
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
- The David M. Rubenstein Center for Pancreatic Cancer Research, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
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31
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Ems M, Brichkina A, Lauth M. A safe haven for cancer cells: tumor plus stroma control by DYRK1B. Oncogene 2025; 44:341-347. [PMID: 39863750 PMCID: PMC11790486 DOI: 10.1038/s41388-025-03275-6] [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: 10/29/2024] [Revised: 12/18/2024] [Accepted: 01/14/2025] [Indexed: 01/27/2025]
Abstract
The development of resistance remains one of the biggest challenges in clinical cancer patient care and it comprises all treatment modalities from chemotherapy to targeted or immune therapy. In solid malignancies, drug resistance is the result of adaptive processes occurring in cancer cells or the surrounding tumor microenvironment (TME). Future therapy attempts will therefore benefit from targeting both, tumor and stroma compartments and drug targets which affect both sides will be highly appreciated. In this review, we describe a seemingly paradoxical oncogenic mediator with this potential: The dual-specificity tyrosine-phosphorylation regulated kinase 1B (DYRK1B). DYRK1B promotes proliferative quiescence and yet is overexpressed or amplified in many hyperproliferative malignancies including ovarian cancer and pancreatic cancer. In particular the latter disease is a paradigmatic example for a therapy-recalcitrant and highly stroma-rich cancer entity. Here, recent evidence suggests that DYRK1B exerts its oncogenic features by installing a protective niche for cancer cells by directly affecting cancer cells but also the TME. Specifically, DYRK1B not only fosters cell-intrinsic processes like cell survival, chemoresistance, and disease recurrence, but it also upregulates TME and cancer cell-protective innate immune checkpoints and down-modulates anti-tumoral macrophage functionality. In this article, we outline the well-established cell-autonomous roles of DYRK1B and extend its importance to the TME and the control of the tumor immune stroma. In summary, DYRK1B appears as a single novel key player creating a safe haven for cancer cells by acting cell-intrinsically and-extrinsically, leading to the promotion of cancer cell survival, chemoresistance, and relapse. Thus, DYRK1B appears as an attractive drug target for future therapeutic approaches.
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Affiliation(s)
- Miriam Ems
- Department of Gastroenterology, Endocrinology and Metabolism, Center for Tumor and Immune Biology, Philipps University Marburg, Marburg, Germany
| | - Anna Brichkina
- Institute of Systems Immunology, Philipps University Marburg, Marburg, Germany
| | - Matthias Lauth
- Department of Gastroenterology, Endocrinology and Metabolism, Center for Tumor and Immune Biology, Philipps University Marburg, Marburg, Germany.
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32
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Manoukian P, Kuhnen LC, van Laarhoven HWM, Bijlsma MF. Association of epigenetic landscapes with heterogeneity and plasticity in pancreatic cancer. Crit Rev Oncol Hematol 2025; 206:104573. [PMID: 39581245 DOI: 10.1016/j.critrevonc.2024.104573] [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: 07/22/2024] [Revised: 11/13/2024] [Accepted: 11/17/2024] [Indexed: 11/26/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) has a poor prognosis. Due to a lack of clear symptoms, patients often present with advanced disease, with limited clinical intervention options. The high mortality rate of PDAC is, however, also a result of several other factors that include a high degree of heterogeneity and treatment resistant cellular phenotypes. Molecular subtypes of PDAC have been identified that are thought to represent cellular phenotypes at the tissue level. The epigenetic landscape is an important factor that dictates these subtypes. Permissive epigenetic landscapes serve as drivers of molecular heterogeneity and cellular plasticity in developing crypts as well as metaplastic lesions. Drawing parallels with other cancers, we hypothesize that epigenetic permissiveness is a potential driver of cellular plasticity in PDAC. In this review will explore the epigenetic alterations that underlie PDAC cell states and relate them to cellular plasticity from other contexts. In doing so, we aim to highlight epigenomic drivers of PDAC heterogeneity and plasticity and, with that, offer some insight to guide pre-clinical research.
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Affiliation(s)
- Paul Manoukian
- Amsterdam UMC location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory of Experimental Oncology and Radiobiology, Amsterdam, the Netherlands; Cancer Center Amsterdam, Cancer Biology, Amsterdam, the Netherlands.
| | - Leo C Kuhnen
- Amsterdam UMC location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory of Experimental Oncology and Radiobiology, Amsterdam, the Netherlands
| | - Hanneke W M van Laarhoven
- Cancer Center Amsterdam, Cancer Biology, Amsterdam, the Netherlands; Amsterdam UMC location University of Amsterdam, Department of Medical Oncology, Amsterdam, the Netherlands
| | - Maarten F Bijlsma
- Amsterdam UMC location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory of Experimental Oncology and Radiobiology, Amsterdam, the Netherlands; Cancer Center Amsterdam, Cancer Biology, Amsterdam, the Netherlands
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33
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Ferreira N, Kulkarni A, Agorku D, Midelashvili T, Hardt O, Legler TJ, Ströbel P, Conradi LC, Alves F, Ramos-Gomes F, Markus MA. OrganoIDNet: a deep learning tool for identification of therapeutic effects in PDAC organoid-PBMC co-cultures from time-resolved imaging data. Cell Oncol (Dordr) 2025; 48:101-122. [PMID: 38805131 PMCID: PMC11850476 DOI: 10.1007/s13402-024-00958-2] [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] [Accepted: 05/06/2024] [Indexed: 05/29/2024] Open
Abstract
PURPOSE Pancreatic Ductal Adenocarcinoma (PDAC) remains a challenging disease due to its complex biology and aggressive behavior with an urgent need for efficient therapeutic strategies. To assess therapy response, pre-clinical PDAC organoid-based models in combination with accurate real-time monitoring are required. METHODS We established stable live-imaging organoid/peripheral blood mononuclear cells (PBMCs) co-cultures and introduced OrganoIDNet, a deep-learning-based algorithm, capable of analyzing bright-field images of murine and human patient-derived PDAC organoids acquired with live-cell imaging. We investigated the response to the chemotherapy gemcitabine in PDAC organoids and the PD-L1 inhibitor Atezolizumab, cultured with or without HLA-matched PBMCs over time. Results obtained with OrganoIDNet were validated with the endpoint proliferation assay CellTiter-Glo. RESULTS Live cell imaging in combination with OrganoIDNet accurately detected size-specific drug responses of organoids to gemcitabine over time, showing that large organoids were more prone to cytotoxic effects. This approach also allowed distinguishing between healthy and unhealthy status and measuring eccentricity as organoids' reaction to therapy. Furthermore, imaging of a new organoids/PBMCs sandwich-based co-culture enabled longitudinal analysis of organoid responses to Atezolizumab, showing an increased potency of PBMCs tumor-killing in an organoid-individual manner when Atezolizumab was added. CONCLUSION Optimized PDAC organoid imaging analyzed by OrganoIDNet represents a platform capable of accurately detecting organoid responses to standard PDAC chemotherapy over time. Moreover, organoid/immune cell co-cultures allow monitoring of organoid responses to immunotherapy, offering dynamic insights into treatment behavior within a co-culture setting with PBMCs. This setup holds promise for real-time assessment of immunotherapeutic effects in individual patient-derived PDAC organoids.
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Affiliation(s)
- Nathalia Ferreira
- Translational Molecular Imaging, Max-Planck-Institute for Multidisciplinary Sciences, Göttingen, Germany
| | - Ajinkya Kulkarni
- Translational Molecular Imaging, Max-Planck-Institute for Multidisciplinary Sciences, Göttingen, Germany
| | - David Agorku
- Miltenyi Biotec B.V. & Co. KG, Bergisch Gladbach, Germany
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Teona Midelashvili
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
| | - Olaf Hardt
- Miltenyi Biotec B.V. & Co. KG, Bergisch Gladbach, Germany
| | - Tobias J Legler
- Department of Transfusion Medicine, University Medical Center Göttingen, Göttingen, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Lena-Christin Conradi
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
| | - Frauke Alves
- Translational Molecular Imaging, Max-Planck-Institute for Multidisciplinary Sciences, Göttingen, Germany
- Clinic of Hematology and Medical Oncology, Department of Diagnostic and Interventional Radiology, University Medical Center Göttingen, Göttingen, Germany
| | - Fernanda Ramos-Gomes
- Translational Molecular Imaging, Max-Planck-Institute for Multidisciplinary Sciences, Göttingen, Germany
| | - M Andrea Markus
- Translational Molecular Imaging, Max-Planck-Institute for Multidisciplinary Sciences, Göttingen, Germany.
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Tost J, Ak-Aksoy S, Campa D, Corradi C, Farinella R, Ibáñez-Costa A, Dubrot J, Earl J, Melian EB, Kataki A, Kolnikova G, Madjarov G, Chaushevska M, Strnadel J, Tanić M, Tomas M, Dubovan P, Urbanova M, Buocikova V, Smolkova B. Leveraging epigenetic alterations in pancreatic ductal adenocarcinoma for clinical applications. Semin Cancer Biol 2025; 109:101-124. [PMID: 39863139 DOI: 10.1016/j.semcancer.2025.01.003] [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: 10/01/2024] [Revised: 01/10/2025] [Accepted: 01/13/2025] [Indexed: 01/27/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive malignancy characterized by late detection and poor prognosis. Recent research highlights the pivotal role of epigenetic alterations in driving PDAC development and progression. These changes, in conjunction with genetic mutations, contribute to the intricate molecular landscape of the disease. Specific modifications in DNA methylation, histone marks, and non-coding RNAs are emerging as robust predictors of disease progression and patient survival, offering the potential for more precise prognostic tools compared to conventional clinical staging. Moreover, the detection of epigenetic alterations in blood and other non-invasive samples holds promise for earlier diagnosis and improved management of PDAC. This review comprehensively summarises current epigenetic research in PDAC and identifies persisting challenges. These include the complex nature of epigenetic profiles, tumour heterogeneity, limited access to early-stage samples, and the need for highly sensitive liquid biopsy technologies. Addressing these challenges requires the standardisation of methodologies, integration of multi-omics data, and leveraging advanced computational tools such as machine learning and artificial intelligence. While resource-intensive, these efforts are essential for unravelling the functional consequences of epigenetic changes and translating this knowledge into clinical applications. By overcoming these hurdles, epigenetic research has the potential to revolutionise the management of PDAC and improve patient outcomes.
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Affiliation(s)
- Jorg Tost
- Centre National de Recherche en Génomique Humaine, CEA - Institut de Biologie François Jacob, University Paris - Saclay, Evry, France.
| | - Secil Ak-Aksoy
- Bursa Uludag University Faculty of Medicine, Medical Microbiology, Bursa 16059, Turkey.
| | - Daniele Campa
- Department of Biology, University of Pisa, via Derna 1, Pisa 56126, Italy.
| | - Chiara Corradi
- Department of Biology, University of Pisa, via Derna 1, Pisa 56126, Italy.
| | - Riccardo Farinella
- Department of Biology, University of Pisa, via Derna 1, Pisa 56126, Italy.
| | - Alejandro Ibáñez-Costa
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Department of Cell Biology, Physiology, and Immunology, University of Cordoba, Reina Sofia University Hospital, Edificio IMIBIC, Avenida Men´endez Pidal s/n, Cordoba 14004, Spain.
| | - Juan Dubrot
- Solid Tumors Program, Cima Universidad de Navarra, Cancer Center Clínica Universidad de Navarra (CCUN), Pamplona, Spain.
| | - Julie Earl
- Biomarkers and Personalized Approach to Cancer (BIOPAC) Group, Ramón y Cajal Institute for Health Research (IRYCIS), Ctra Colmenar Viejo Km 9.100, CIBERONC, Madrid 28034, Spain.
| | - Emma Barreto Melian
- Biomarkers and Personalized Approach to Cancer (BIOPAC) Group, Ramón y Cajal Institute for Health Research (IRYCIS), Ctra Colmenar Viejo Km 9.100, CIBERONC, Madrid 28034, Spain
| | - Agapi Kataki
- A' Department of Propaedeutic Surgery, National and Kapodistrian University of Athens, Vas. Sofias 114, Athens 11527, Greece.
| | - Georgina Kolnikova
- Department of Pathology, National Cancer Institute in Bratislava, Klenova 1, Bratislava 83310, Slovakia.
| | - Gjorgji Madjarov
- Ss. Cyril and Methodius University - Faculty of Computer Science and Engineering, Rudjer Boshkovikj 16, Skopje 1000, Macedonia.
| | - Marija Chaushevska
- Ss. Cyril and Methodius University - Faculty of Computer Science and Engineering, Rudjer Boshkovikj 16, Skopje 1000, Macedonia; gMendel ApS, Fruebjergvej 3, Copenhagen 2100, Denmark.
| | - Jan Strnadel
- Biomedical Centre Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin 036 01, Slovakia.
| | - Miljana Tanić
- Experimental Oncology Department, Institute for Oncology and Radiology of Serbia, Serbia; UCL Cancer Institute, University College London, London WC1E 6DD, UK.
| | - Miroslav Tomas
- Department of Surgical Oncology, National Cancer Institute in Bratislava and Slovak Medical University in Bratislava, Klenova 1, Bratislava 83310, Slovakia.
| | - Peter Dubovan
- Department of Surgical Oncology, National Cancer Institute in Bratislava and Slovak Medical University in Bratislava, Klenova 1, Bratislava 83310, Slovakia.
| | - Maria Urbanova
- Biomedical Research Center, Slovak Academy of Sciences, Dubravska Cesta 9, Bratislava 84505, Slovakia.
| | - Verona Buocikova
- Biomedical Research Center, Slovak Academy of Sciences, Dubravska Cesta 9, Bratislava 84505, Slovakia.
| | - Bozena Smolkova
- Biomedical Research Center, Slovak Academy of Sciences, Dubravska Cesta 9, Bratislava 84505, Slovakia.
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Alver TN, Bergholtz H, Holm MB, Dorg LT, Skrede ML, Kure EH, Verbeke CS. Spatial Transcriptomics Reveals Cancer and Stromal Cell Heterogeneity Between Center and Invasive Front of Pancreatic Cancer. Mod Pathol 2025; 38:100726. [PMID: 39889965 DOI: 10.1016/j.modpat.2025.100726] [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: 06/21/2024] [Revised: 12/19/2024] [Accepted: 01/20/2025] [Indexed: 02/03/2025]
Abstract
Intratumor heterogeneity is considered a major cause of treatment failure in pancreatic ductal adenocarcinoma (PDAC). In recent years, marked heterogeneity at the genomic and transcriptional level has been revealed, but the spatial distribution of the heterogeneous cell populations has not been considered. Yet, it is assumed that cancer cells at the invasive front are endowed with enhanced migratory and invasive properties, although evidence is scanty, and cancer-associated fibroblasts (CAFs) in this location have not been characterized. In this study, digital spatial profiling was used to compare the transcriptional profiles of cancer cells and CAFs in the tumor center versus the invasive front of human PDAC. Four well-differentiated PDACs with conventional morphology were investigated with the GeoMx system (Nanostring). Regions of interest were analyzed in the tumor center and at the invasive front using a whole transcriptome assay in the cancer cell and CAF segments separately. Three of the PDACs harbored mutated KRAS, whereas the fourth case was confirmed wild-type KRAS. Substantial inter-regional heterogeneity was identified, with increased activity of pathways associated with cellular stress (including TNFα-signaling via NFκB, hypoxia, P53 pathway), proliferation (MYC targets, mitotic spindle), glycolysis, and epithelial-mesenchymal transition (EMT) at the invasive front in both the cancer cell and CAF segments compared with the center of the tumor. Immunohistochemical validation on 17 PDACs of well, moderate, and poor differentiation confirmed significant inter-regional heterogeneity in the expression level of markers of EMT and glycolysis. The results of this study show that in PDAC, transcriptional profiles of both cancer cells and CAFs differ between the center of the tumor and the invasive front.
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Affiliation(s)
- Tine Norman Alver
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Norway.
| | - Helga Bergholtz
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Norway
| | - Maia Blomhoff Holm
- Department of Pathology, Oslo University Hospital, Rikshospitalet, Norway; Department of Pathology, Institute of Clinical Medicine, University of Oslo, Norway
| | - Linda Trobe Dorg
- Department of Pathology, Institute of Clinical Medicine, University of Oslo, Norway
| | | | - Elin Hegland Kure
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Norway
| | - Caroline Sophie Verbeke
- Department of Pathology, Oslo University Hospital, Rikshospitalet, Norway; Department of Pathology, Institute of Clinical Medicine, University of Oslo, Norway
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Nwosu ZC, Giza HM, Nassif M, Charlestin V, Menjivar RE, Kim D, Kemp SB, Sajjakulnukit P, Andren A, Zhang L, Lai WK, Loveless I, Steele N, Hu J, Hu B, Wang S, Pasca di Magliano M, Lyssiotis CA. Multidimensional analyses identify genes of high priority for pancreatic cancer research. JCI Insight 2025; 10:e174264. [PMID: 39774001 PMCID: PMC11949049 DOI: 10.1172/jci.insight.174264] [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] [Indexed: 01/11/2025] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a drug-resistant and lethal cancer. Identification of the genes that consistently show altered expression across patient cohorts can expose effective therapeutic targets and strategies. To identify such genes, we separately analyzed 5 human PDAC microarray datasets. We defined genes as "consistent" if upregulated or downregulated in 4 or more datasets (adjusted P < 0.05). The genes were subsequently queried in additional datasets, including single-cell RNA-sequencing data, and we analyzed their pathway enrichment, tissue specificity, essentiality for cell viability, and association with cancer features, e.g., tumor subtype, proliferation, metastasis, and poor survival outcome. We identified 2,010 consistently upregulated and 1,928 downregulated genes, of which more than 50% to our knowledge were uncharacterized in PDAC. These genes spanned multiple processes, including cell cycle, immunity, transport, metabolism, signaling, and transcriptional/epigenetic regulation - cell cycle and glycolysis being the most altered. Several upregulated genes correlated with cancer features, and their suppression impaired PDAC cell viability in prior CRISPR/Cas9 and RNA interference screens. Furthermore, the upregulated genes predicted sensitivity to bromodomain and extraterminal (epigenetic) protein inhibition, which, in combination with gemcitabine, disrupted amino acid metabolism and in vivo tumor growth. Our results highlight genes for further studies in the quest for PDAC mechanisms, therapeutic targets, and biomarkers.
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Affiliation(s)
- Zeribe C. Nwosu
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Heather M. Giza
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Maya Nassif
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Verodia Charlestin
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, Indiana, USA
| | | | - Daeho Kim
- Department of Surgery, University of Michigan, Ann Arbor, Michigan, USA
| | - Samantha B. Kemp
- Department of Surgery, University of Michigan, Ann Arbor, Michigan, USA
| | - Peter Sajjakulnukit
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Anthony Andren
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Li Zhang
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, Michigan, USA
| | - William K.M. Lai
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, New York, USA
| | - Ian Loveless
- Center for Bioinformatics, Department of Public Health Sciences, Henry Ford Health, Detroit, Michigan, USA
- Department of Computational Mathematics, Science, and Engineering; Medical Imaging and Data Integration Lab; Michigan State University, East Lansing, Michigan, USA
| | - Nina Steele
- Henry Ford Pancreatic Cancer Center, Department of Surgery, Detroit, Michigan, USA
- Department of Pathology and Oncology, Wayne State University, Detroit, Michigan, USA
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, Michigan, USA
| | - Jiantao Hu
- Department of Internal Medicine, Medical School
| | - Biao Hu
- Department of Internal Medicine, Medical School
| | - Shaomeng Wang
- Department of Internal Medicine, Medical School
- Department of Pharmacology, Medical School
- Department of Medicinal Chemistry, College of Pharmacy
- Rogel Cancer Center
| | - Marina Pasca di Magliano
- Department of Surgery, University of Michigan, Ann Arbor, Michigan, USA
- Rogel Cancer Center
- Department of Cell and Developmental Biology, and
| | - Costas A. Lyssiotis
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, Michigan, USA
- Rogel Cancer Center
- Department of Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, Michigan, USA
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37
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Nagarajan Y, Chandrasekaran N, Deepa Parvathi V. Functionalized Nanomaterials In Pancreatic Cancer Theranostics And Molecular Imaging. ChemistryOpen 2025; 14:e202400232. [PMID: 39434498 PMCID: PMC11726697 DOI: 10.1002/open.202400232] [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: 07/09/2024] [Revised: 08/13/2024] [Indexed: 10/23/2024] Open
Abstract
Pancreatic cancer (PC) is one of the most fatal malignancies in the world. This lethality persists due to lack of effective and efficient treatment strategies. Pancreatic ductal adenocarcinoma (PDAC) is an aggressive epithelial malignancy which has a high incidence rate and contributes to overall cancer fatalities. As of 2022, pancreatic cancer contributes to about 3 % of all cancers globally. Over the years, research has characterised germline predisposition, the origin cell, precursor lesions, genetic alterations, structural alterations, transcriptional changes, tumour heterogeneity, metastatic progression, and the tumour microenvironment, which has improved the understanding of PDAC carcinogenesis. By using molecular-based target therapies, these fundamental advancements support primary prevention, screening, early detection, and treatment. The focus of this review is the use of targeted nanoparticles as an alternative to conventional pancreatic cancer treatment due to the various side effects of the latter. The principles of nanoparticle based cancer therapy is efficient targeting of tumour cells via enhanced permeability and retention (EPR) effects and decrease the chemotherapy side effects due to their non-specificity. To increase the efficiency of existing therapies and modify target nanoparticles, several molecular markers of pancreatic cancer cells have been identified. Thus pancreatic cancer cells can be detected using appropriately functionalized nanoparticles with specific signalling molecules. Once cancer has been identified, these nanoparticles can kill the tumour by inducing hyperthermia, medication delivery, immunotherapy or gene therapy. As potent co-delivery methods for adjuvants and tumor-associated antigens; nanoparticles (NPs) have demonstrated significant promise as delivery vehicles in cancer therapy. This ensures the precise internalization of the functionalized nanoparticle and thus also activates the immune system effectively against tumor cells. This review also discusses the immunological factors behind the uptake of functionalized nanoparticles in cancer therapies. Theranostics, which combine imaging and therapeutic chemicals in a single nanocarrier, are the next generation of medicines. Pancreatic cancer treatment may be revolutionised by the development of a tailored nanocarrier with diagnostic, therapeutic, and imaging capabilities. It is extremely difficult to incorporate various therapeutic modalities into a single nanocarrier without compromising the individual functionalities. Surface modification of nanocarriers with antibodies or proteins will enable to attain multifunctionality which increases the efficiency of pancreatic cancer therapy.
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Affiliation(s)
- Yoghalakshmi Nagarajan
- Department of Biomedical SciencesFaculty of Biomedical Sciences & TechnologySri Ramachandra Institute of Higher Education and Research (SRIHER)Tamil NaduChennai600116India
| | - Natarajan Chandrasekaran
- Senior Professor & Former DirectorCentre for NanobiotechnologyVellore Institute of Technology (VIT)Vellore Campus, Tiruvalam roadTamil NaduKatpadiVellore 632014
| | - Venkatachalam Deepa Parvathi
- Department of Biomedical SciencesFaculty of Biomedical Sciences & TechnologySri Ramachandra Institute of Higher Education and Research (SRIHER)Tamil NaduChennai600116India
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Broseghini E, Venturi F, Veronesi G, Scotti B, Migliori M, Marini D, Ricci C, Casadei R, Ferracin M, Dika E. Exploring the Common Mutational Landscape in Cutaneous Melanoma and Pancreatic Cancer. Pigment Cell Melanoma Res 2025; 38:e13210. [PMID: 39609109 DOI: 10.1111/pcmr.13210] [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: 07/26/2024] [Revised: 10/01/2024] [Accepted: 10/15/2024] [Indexed: 11/30/2024]
Abstract
Cutaneous melanoma (CM) and pancreatic cancer are aggressive tumors whose incidences are rapidly increasing in the last years. This review aims to provide a complete and update description about mutational landscape in CM and pancreatic cancer, focusing on similarities of these two apparently so different tumors in terms of site, type of cell involved, and embryonic origin. The familial forms of CM and pancreatic cancers are often characterized by a common mutated gene, namely CDKN2A. In fact, a germline mutation in CDKN2A gene can be responsible for the development of the familial atypical multiple mole and melanoma syndrome (FAMMM), which is characterized by melanomas and pancreatic cancer development. Sporadic melanoma and pancreatic cancer showed different key-driven genes. The open-access resource cBioPortal has been explored to deepen and investigate the common mutational landscape of these two tumors. We investigated the common mutated genes found in both melanoma and pancreatic cancer with a frequency of at least 5% of tested patients and copy number alterations with a frequency of at least of 3%. Data showed that 18 mutated genes and 3 copy number alterations are present in both melanoma and pancreatic cancers types. Since we found two patients that developed both melanoma and pancreatic cancer, we compared mutation landscape between the two tumors and identified a pathogenic variant in BRCA2 gene. This review gives valuable insights into the genetic underpinnings of melanoma and pancreatic cancer, urging the continued exploration and research of new genetic biomarkers able to identify patients and families at high risk of developing both cancers and to address to screening and to an effective clinical management of the patient.
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Affiliation(s)
| | - Federico Venturi
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- Oncologic Dermatology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Giulia Veronesi
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- Oncologic Dermatology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Biagio Scotti
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- Oncologic Dermatology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Marina Migliori
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- Internal Medicine Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Desy Marini
- Internal Medicine Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Claudio Ricci
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- Pancreas and Endocrine Surgery Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Riccardo Casadei
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- Pancreas and Endocrine Surgery Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Manuela Ferracin
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
| | - Emi Dika
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- Oncologic Dermatology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
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Hussung S, Hess ME, Haghighi EB, Wittel UA, Boerries M, Fritsch RM. Integrated Analysis of Cell-Free DNA and Novel Protein Biomarkers for Stratification and Therapy Monitoring in Stage IV Pancreatic Cancer: A Preliminary Study. Diagnostics (Basel) 2024; 15:49. [PMID: 39795577 PMCID: PMC11720586 DOI: 10.3390/diagnostics15010049] [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: 12/03/2024] [Revised: 12/25/2024] [Accepted: 12/26/2024] [Indexed: 01/13/2025] Open
Abstract
Background: Given the poor prognosis of metastatic pancreatic adenocarcinoma (mPDAC), closer disease monitoring through liquid biopsy, most frequently based on serial measurements of cell-free mutated KRAS (KRASmut cfDNA), has become a highly active research focus, aimed at improving patients' long-term outcomes. However, most of the available data show only a limited predictive and prognostic value of single-parameter-based methods. We hypothesized that a combined longitudinal analysis of KRASmut cfDNA and novel protein biomarkers could improve risk stratification and molecular monitoring of patients with mPDAC. Methods: We prospectively collected 160 plasma samples from 47 patients with mPDAC at our institution. Highly sensitive single-target ddPCR assays were employed to detect and quantify KRASmut cfDNA. Additionally, analysis of ten protein biomarkers was performed through Enzyme-linked Immunosorbent Assay (ELISA), and Carbohydrate-Antigen 19-9 (CA 19-9) dynamics were registered. Results: KRASmut cfDNA was detectable in 37/47 (78.7%) patients throughout the course of study, and CA 19-9 levels were elevated in 40 out of 47 (85.1%) patients. KRASmut cfDNA increase at the time of the first follow-up could predict inferior progression-free survival (PFS) (Hazard ratio (HR) = 3.40, p = 0.0003) and overall survival (OS) (HR = 4.91, p < 0.0001). In contrast to CA 19-9 kinetics, which were not predictive of outcome, integrated analysis of KRASmut cfDNA combined with six evaluated circulating protein biomarkers allowed basal risk stratification at the time of the first follow-up (HR = 10.2, p = 0.0014). Conclusions: A combined longitudinal analysis of KRASmut cfDNA with selected protein biomarkers offers significantly improved prognostic value for patients with mPDAC compared to single-parameter methods. This innovative approach is a step forward in the molecular monitoring of mPDAC and should be validated in further prospective studies.
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Affiliation(s)
- Saskia Hussung
- Department of Medicine I (Hematology, Oncology and Stem Cell Transplantation), Freiburg University Medical Center, 79106 Freiburg, Germany;
- Department of Medical Oncology and Hematology, Zurich University Hospital, 8091 Zurich, Switzerland
| | - Maria E. Hess
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (M.E.H.); (E.B.H.); (M.B.)
- Faculty of Biology, University of Freiburg, 79104 Freiburg, Germany
| | - Elham Bavafaye Haghighi
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (M.E.H.); (E.B.H.); (M.B.)
| | - Uwe A. Wittel
- Department of Surgery, Freiburg University Medical Center, 79106 Freiburg, Germany;
| | - Melanie Boerries
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (M.E.H.); (E.B.H.); (M.B.)
- German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- German Cancer Consortium (DKTK), Partner Site Freiburg, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- Comprehensive Cancer Center Freiburg (CCCF), Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany
| | - Ralph M. Fritsch
- Department of Medicine I (Hematology, Oncology and Stem Cell Transplantation), Freiburg University Medical Center, 79106 Freiburg, Germany;
- Department of Medical Oncology and Hematology, Zurich University Hospital, 8091 Zurich, Switzerland
- Department of Surgery, Freiburg University Medical Center, 79106 Freiburg, Germany;
- German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- German Cancer Consortium (DKTK), Partner Site Freiburg, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
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Zeng J, Wang C, Ruge F, Ji EK, Martin TA, Sanders AJ, Jia S, Hao C, Jiang WG. EPLIN, a prospective oncogenic molecule with contribution to growth, migration and drug resistance in pancreatic cancer. Sci Rep 2024; 14:30850. [PMID: 39730634 DOI: 10.1038/s41598-024-81485-w] [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: 03/26/2024] [Accepted: 11/26/2024] [Indexed: 12/29/2024] Open
Abstract
Most pancreatic cancer patients are diagnosed at advanced stages, with poor survival rates and drug resistance making pancreatic cancer one of the highest causes of cancer death in the UK. Understanding the underlying mechanism behind its carcinogenesis, metastasis and drug resistance has become an essential task for researchers. We have discovered that a well-established tumour suppressor, EPLIN, has an oncogenic rather than suppressive role in pancreatic cancer. Notably, upregulation of EPLIN was observed in pancreatic cancer samples compared to normal samples at RNA and protein levels. Moreover, the presence of EPLIN resulted in poor clinical outcomes in patients. We also report that inhibition of EPLIN led to reduced cellular growth and migration in pancreatic cancer cells. EPLIN regulates expression and phosphorylation levels of several key players in MAPK and PIK3CA-AKT signalling pathways, as well as key contributors of EMT. Furthermore, EPLIN mediates the inhibitory ability PIK3 kinases, MEK and ERK inhibitors have on cell migration. EPLIN was also found to have an impact on pancreatic cancer cells response to chemotherapeutic and EGFR/HER2 targeted therapeutic agents, namely gemcitabine, fluorouracil (5FU) and neratinib (Nerlynx).
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Affiliation(s)
- Jianyuan Zeng
- School of Medicine, Cardiff University, Henry Wellcome Building, Cardiff, CF14 4XN, UK
| | - Cai Wang
- School of Medicine, Cardiff University, Henry Wellcome Building, Cardiff, CF14 4XN, UK
| | - Fiona Ruge
- School of Medicine, Cardiff University, Henry Wellcome Building, Cardiff, CF14 4XN, UK
| | - Edison Ke Ji
- Gastrointestinal Cancer Centre, Peking University Cancer Hospital, Peking University, Fucheng Road, Haidian District, Beijing, China
| | - Tracey A Martin
- School of Medicine, Cardiff University, Henry Wellcome Building, Cardiff, CF14 4XN, UK
| | - Andrew J Sanders
- School of Education and Science, University of Gloucestershire, Francis Close Hall, Swindon Road, Cheltenham, GL50 4AZ, UK
| | - Shuqin Jia
- Gastrointestinal Cancer Centre, Peking University Cancer Hospital, Peking University, Fucheng Road, Haidian District, Beijing, China
| | - Chunyi Hao
- Gastrointestinal Cancer Centre, Peking University Cancer Hospital, Peking University, Fucheng Road, Haidian District, Beijing, China
| | - Wen G Jiang
- School of Medicine, Cardiff University, Henry Wellcome Building, Cardiff, CF14 4XN, UK.
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Ahmed F, Zhong J. Advances in DNA/RNA Sequencing and Their Applications in Acute Myeloid Leukemia (AML). Int J Mol Sci 2024; 26:71. [PMID: 39795930 PMCID: PMC11720148 DOI: 10.3390/ijms26010071] [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: 11/04/2024] [Revised: 11/24/2024] [Accepted: 12/19/2024] [Indexed: 01/13/2025] Open
Abstract
Acute myeloid leukemia (AML) is an aggressive malignancy that poses significant challenges due to high rates of relapse and resistance to treatment, particularly in older populations. While therapeutic advances have been made, survival outcomes remain suboptimal. The evolution of DNA and RNA sequencing technologies, including whole-genome sequencing (WGS), whole-exome sequencing (WES), and RNA sequencing (RNA-Seq), has significantly enhanced our understanding of AML at the molecular level. These technologies have led to the discovery of driver mutations and transcriptomic alterations critical for improving diagnosis, prognosis, and personalized therapy development. Furthermore, single-cell RNA sequencing (scRNA-Seq) has uncovered rare subpopulations of leukemia stem cells (LSCs) contributing to disease progression and relapse. However, widespread clinical integration of these tools remains limited by costs, data complexity, and ethical challenges. This review explores recent advancements in DNA/RNA sequencing in AML and highlights both the potential and limitations of these techniques in clinical practice.
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Affiliation(s)
| | - Jiang Zhong
- Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA 92350, USA;
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Naro C, Ruta V, Sette C. Splicing dysregulation: hallmark and therapeutic opportunity in pancreatic cancer. Trends Mol Med 2024:S1471-4914(24)00308-3. [PMID: 39648052 DOI: 10.1016/j.molmed.2024.11.007] [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: 09/16/2024] [Revised: 11/12/2024] [Accepted: 11/13/2024] [Indexed: 12/10/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is an aggressive cancer characterized by dismal prognosis. Late diagnosis, resistance to chemotherapy, and lack of efficacious targeted therapies render PDAC almost untreatable. Dysregulation of splicing, the process that excises the introns from nascent transcripts, is emerging as a hallmark of PDAC and a possible vulnerability of this devastating cancer. Splicing factors are deregulated in PDAC and contribute to all steps of tumorigenesis, from inflammation-related early events to metastasis and acquisition of chemoresistance. At the same time, splicing dysregulation offers a therapeutic opportunity to target cancer-specific vulnerabilities. We discuss mounting evidence that splicing plays a key role in PDAC and the opportunities that this essential process offers for developing new targeted therapies.
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Affiliation(s)
- Chiara Naro
- Department of Neuroscience, Section of Human Anatomy, Catholic University of the Sacred Heart, 00168 Rome, Italy; Gemelli Science and Technology Park (GSTeP) Organoids Research Core Facility, Fondazione Policlinico A. Gemelli, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 00168 Rome, Italy
| | - Veronica Ruta
- Department of Neuroscience, Section of Human Anatomy, Catholic University of the Sacred Heart, 00168 Rome, Italy
| | - Claudio Sette
- Department of Neuroscience, Section of Human Anatomy, Catholic University of the Sacred Heart, 00168 Rome, Italy; Gemelli Science and Technology Park (GSTeP) Organoids Research Core Facility, Fondazione Policlinico A. Gemelli, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 00168 Rome, Italy.
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Koko M, Fabian L, Popov I, Eberhardt RY, Zakharov G, Huang QQ, Wade EE, Azad R, Danecek P, Ho K, Hough A, Huang W, Lindsay SJ, Malawsky DS, Bonfanti D, Mason D, Plowman D, Quail MA, Ring SM, Shireby G, Widaa S, Fitzsimons E, Iyer V, Bann D, Timpson NJ, Wright J, Hurles ME, Martin HC. Exome sequencing of UK birth cohorts. Wellcome Open Res 2024; 9:390. [PMID: 39839975 PMCID: PMC11747307 DOI: 10.12688/wellcomeopenres.22697.2] [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] [Accepted: 11/26/2024] [Indexed: 01/23/2025] Open
Abstract
Birth cohort studies involve repeated surveys of large numbers of individuals from birth and throughout their lives. They collect information useful for a wide range of life course research domains, and biological samples which can be used to derive data from an increasing collection of omic technologies. This rich source of longitudinal data, when combined with genomic data, offers the scientific community valuable insights ranging from population genetics to applications across the social sciences. Here we present quality-controlled whole exome sequencing data from three UK birth cohorts: the Avon Longitudinal Study of Parents and Children (8,436 children and 3,215 parents), the Millenium Cohort Study (7,667 children and 6,925 parents) and Born in Bradford (8,784 children and 2,875 parents). The overall objective of this coordinated effort is to make the resulting high-quality data widely accessible to the global research community in a timely manner. We describe how the datasets were generated and subjected to quality control at the sample, variant and genotype level. We then present some preliminary analyses to illustrate the quality of the datasets and probe potential sources of bias. We introduce measures of ultra-rare variant burden to the variables available for researchers working on these cohorts, and show that the exome-wide burden of deleterious protein-truncating variants, S het burden, is associated with educational attainment and cognitive test scores. The whole exome sequence data from these birth cohorts (CRAM & VCF files) are available through the European Genome-Phenome Archive, and here we provide guidance for their use.
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Affiliation(s)
- Mahmoud Koko
- Human Genetics, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
| | - Laurie Fabian
- Population Health Sciences, University of Bristol Medical School, Bristol, England, BS8 2BN, UK
| | - Iaroslav Popov
- Human Genetics, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
| | - Ruth Y. Eberhardt
- Human Genetics, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
| | - Gennadii Zakharov
- Human Genetics, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
| | - Qin Qin Huang
- Human Genetics, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
| | - Emma E. Wade
- Human Genetics, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
| | - Rafaq Azad
- Bradford Institute for Health Research, Bradford Royal Infirmary, Bradford, England, BD9 6RJ, UK
| | - Petr Danecek
- Human Genetics, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
| | - Karen Ho
- Population Health Sciences, University of Bristol Medical School, Bristol, England, BS8 2BN, UK
| | - Amy Hough
- Bradford Institute for Health Research, Bradford Royal Infirmary, Bradford, England, BD9 6RJ, UK
| | - Wei Huang
- Human Genetics, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
| | - Sarah J. Lindsay
- Human Genetics, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
| | - Daniel S. Malawsky
- Human Genetics, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
| | - Davide Bonfanti
- Human Genetics, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
| | - Dan Mason
- Bradford Institute for Health Research, Bradford Royal Infirmary, Bradford, England, BD9 6RJ, UK
| | - Deborah Plowman
- Human Genetics, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
| | - Michael A. Quail
- Sequencing R&D, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
| | - Susan M. Ring
- Population Health Sciences, University of Bristol Medical School, Bristol, England, BS8 2BN, UK
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, England, BS8 2BN, UK
| | - Gemma Shireby
- Centre for Longitudinal Studies, University College London Institute of Education, London, England, WC1H 0NU, UK
| | - Sara Widaa
- Sequencing R&D, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
| | - Emla Fitzsimons
- Centre for Longitudinal Studies, University College London Institute of Education, London, England, WC1H 0NU, UK
| | - Vivek Iyer
- Human Genetics, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
| | - David Bann
- Centre for Longitudinal Studies, University College London Institute of Education, London, England, WC1H 0NU, UK
| | - Nicholas J. Timpson
- Population Health Sciences, University of Bristol Medical School, Bristol, England, BS8 2BN, UK
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, England, BS8 2BN, UK
| | - John Wright
- Bradford Institute for Health Research, Bradford Royal Infirmary, Bradford, England, BD9 6RJ, UK
| | - Matthew E. Hurles
- Human Genetics, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
| | - Hilary C. Martin
- Human Genetics, Wellcome Sanger Institute, Hinxton, England, CB10 1SA, UK
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Chao T, Wang ZX, Bowne WB, Yudkoff CJ, Torjani A, Swaminathan V, Kavanagh TR, Roadarmel A, Sholevar CJ, Cannaday S, Krampitz G, Zhan T, Gorgov E, Nevler A, Lavu H, Yeo CJ, Peiper SC, Jiang W. Association of Mutant KRAS Alleles With Morphology and Clinical Outcomes in Pancreatic Ductal Adenocarcinoma. Arch Pathol Lab Med 2024; 148:1299-1309. [PMID: 38452805 DOI: 10.5858/arpa.2023-0005-oa] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/21/2023] [Indexed: 03/09/2024]
Abstract
CONTEXT.— Mutant KRAS is the main oncogenic driver in pancreatic ductal adenocarcinomas (PDACs). However, the clinical and phenotypic implications of harboring different mutant KRAS alleles remain poorly understood. OBJECTIVE.— To characterize the potential morphologic and clinical outcome differences in PDACs harboring distinct mutant KRAS alleles. DESIGN.— Cohort 1 consisted of 127 primary conventional PDACs with no neoadjuvant therapy, excluding colloid/mucinous, adenosquamous, undifferentiated, and intraductal papillary mucinous neoplasm-associated carcinomas, for which an in-house 42-gene mutational panel had been performed. A morphologic classification system was devised wherein each tumor was assigned as conventional, papillary/large duct (P+LD, defined as neoplastic glands with papillary structure and/or with length ≥0.5 mm), or poorly differentiated (when the aforementioned component was 60% or more of the tumor). Cohort 2 was a cohort of 88 PDACs in The Cancer Genome Atlas, which were similarly analyzed. RESULTS.— In both cohorts, there was significant enrichment of P+LD morphology in PDACs with KRAS G12V and G12R compared with G12D. In the entire combined cohort, Kaplan-Meier analyses showed longer overall survival (OS) with KRAS G12R as compared with G12D (median OS of 1255 versus 682 days, P = .03) and in patients whose PDACs displayed P+LD morphology as compared with conventional morphology (median OS of 1175 versus 684 days, P = .04). In the adjuvant-only subset, KRAS G12R had the longest OS compared with G12D, G12V, and other alleles (median OS unreached/undefined versus 1009, 1129, and 1222 days, respectively). CONCLUSIONS.— PDACs with different mutant KRAS alleles are associated with distinct morphologies and clinical outcomes, with KRAS G12R allele associated with P+LD morphology and longer OS when compared with G12D using Kaplan-Meier studies.
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Affiliation(s)
- Timothy Chao
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Zi-Xuan Wang
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Wilbur B Bowne
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
- the Pancreatic, Biliary and Related Cancer Center, Sidney Kimmel Cancer Center, Jefferson Health, Philadelphia, Pennsylvania (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo, Jiang)
| | - Clifford J Yudkoff
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Ava Torjani
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Vishal Swaminathan
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Taylor R Kavanagh
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Austin Roadarmel
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Cyrus J Sholevar
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Shawnna Cannaday
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
- the Pancreatic, Biliary and Related Cancer Center, Sidney Kimmel Cancer Center, Jefferson Health, Philadelphia, Pennsylvania (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo, Jiang)
| | - Geoffrey Krampitz
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
- the Pancreatic, Biliary and Related Cancer Center, Sidney Kimmel Cancer Center, Jefferson Health, Philadelphia, Pennsylvania (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo, Jiang)
| | - Tingting Zhan
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Eliyahu Gorgov
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
- the Pancreatic, Biliary and Related Cancer Center, Sidney Kimmel Cancer Center, Jefferson Health, Philadelphia, Pennsylvania (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo, Jiang)
| | - Avinoam Nevler
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
- the Pancreatic, Biliary and Related Cancer Center, Sidney Kimmel Cancer Center, Jefferson Health, Philadelphia, Pennsylvania (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo, Jiang)
| | - Harish Lavu
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
- the Pancreatic, Biliary and Related Cancer Center, Sidney Kimmel Cancer Center, Jefferson Health, Philadelphia, Pennsylvania (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo, Jiang)
| | - Charles J Yeo
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
- the Pancreatic, Biliary and Related Cancer Center, Sidney Kimmel Cancer Center, Jefferson Health, Philadelphia, Pennsylvania (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo, Jiang)
| | - Stephen C Peiper
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Wei Jiang
- From the Department of Pathology and Genomic Medicine (Chao, Wang, Peiper, Jiang), the Department of Surgery (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo), Sidney Kimmel Medical College (Yudkoff, Torjani, Swaminathan, Kavanagh, Roadarmel, Sholevar), and the Division of Biostatistics in the Department of Pharmacology & Experimental Therapeutics (Zhan), Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
- the Pancreatic, Biliary and Related Cancer Center, Sidney Kimmel Cancer Center, Jefferson Health, Philadelphia, Pennsylvania (Bowne, Cannaday, Krampitz, Gorgov, Nevler, Lavu, Yeo, Jiang)
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Addeo P, Canali G, Paul C, de Mathelin P, Averous G, Bachellier P. Long-term survival after resection of invasive pancreatic intraductal papillary mucinous neoplasm. Langenbecks Arch Surg 2024; 409:361. [PMID: 39589407 DOI: 10.1007/s00423-024-03550-2] [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: 09/07/2024] [Accepted: 11/13/2024] [Indexed: 11/27/2024]
Abstract
BACKGROUND This study aimed to report the long-term outcomes after surgical resection for invasive (I) intraductal papillary mucinous neoplasm (IPMN) and to define prognostic factors for survival. METHODS We retrospectively evaluated all consecutive pancreatic resections performed IPMN between January 1, 2007, and December 31, 2022. Multivariate Cox analysis identified risk factors for survival. RESULTS Surgery for IPMN was performed in 125 patients including 78 I-IPMN (62%). Ninety-day mortality rates was 1.6% (n = 2) with an overall morbidity rate of 44.4%. I-IPMN showed higher serum CA 19 - 9 serum values (p < 0.0001), more frequently jaundice (p = 0.008), more high-risk stigmata (p = 0.002) and diffuse IPMN form (p = 0.005) compared with non-invasive IPMN. The median overall survival for I-IPMN was 178.36 months (95% confidence interval [CI]: 87.01-NR) with overall survival rates at one, three, five, and 10 years of 91%, 75%, 72%, and 62%, respectively. Jaundice (hazard ratio [HR]: 4.23; 95% CI: 1.48-12.07; p = 0.006), T3 lesions (HR: 3.24; 95% CI: 1.65-6.39; p = 0.006), absence of lymph node involvement (HR: 0.15; 95% CI: 0.04-0.60; p = 0.0007), R1 margin status (HR: 2.96;95%CI:1.08-8:15;p = 0.03) and need for venous resection (HR: 4.30; 95% CI: 1.26-14.6; p = 0.006) were identified as independent risk factors for survival. CONCLUSIONS Long-term survival and cure can be observed after surgical resection of pancreatic adenocarcinomas originating from I-IPMN when resected at early stage (Tis, T1, T2). I-IPMN spreading beyond pancreatic ducts (jaundice, T3 lesions, lymph nodes, Veins) have limited long-term survival.
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Affiliation(s)
- Pietro Addeo
- Hepato-Pancreato-Biliary Surgery and Liver transplantation, Pôle des Pathologies Digestives et Hépatiques, Hôpital de Hautepierre-Hôpitaux Universitaires de Strasbourg, Université de Strasbourg, 1 Avenue Moliere, Strasbourg, 67098, France.
| | - Giulia Canali
- Hepato-Pancreato-Biliary Surgery and Liver transplantation, Pôle des Pathologies Digestives et Hépatiques, Hôpital de Hautepierre-Hôpitaux Universitaires de Strasbourg, Université de Strasbourg, 1 Avenue Moliere, Strasbourg, 67098, France
| | - Chloe Paul
- Hepato-Pancreato-Biliary Surgery and Liver transplantation, Pôle des Pathologies Digestives et Hépatiques, Hôpital de Hautepierre-Hôpitaux Universitaires de Strasbourg, Université de Strasbourg, 1 Avenue Moliere, Strasbourg, 67098, France
| | - Pierre de Mathelin
- Hepato-Pancreato-Biliary Surgery and Liver transplantation, Pôle des Pathologies Digestives et Hépatiques, Hôpital de Hautepierre-Hôpitaux Universitaires de Strasbourg, Université de Strasbourg, 1 Avenue Moliere, Strasbourg, 67098, France
| | - Gerlinde Averous
- Department of Pathology, University of Strasbourg, Hôpital de Hautepierre-Hôpitaux Universitaires de Strasbourg, Université de Strasbourg, Strasbourg, France
| | - Philippe Bachellier
- Hepato-Pancreato-Biliary Surgery and Liver transplantation, Pôle des Pathologies Digestives et Hépatiques, Hôpital de Hautepierre-Hôpitaux Universitaires de Strasbourg, Université de Strasbourg, 1 Avenue Moliere, Strasbourg, 67098, France
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Ferrari I, De Grossi F, Lai G, Oliveto S, Deroma G, Biffo S, Manfrini N. CancerHubs: a systematic data mining and elaboration approach for identifying novel cancer-related protein interaction hubs. Brief Bioinform 2024; 26:bbae635. [PMID: 39657701 PMCID: PMC11631132 DOI: 10.1093/bib/bbae635] [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: 08/14/2024] [Revised: 10/31/2024] [Accepted: 11/22/2024] [Indexed: 12/12/2024] Open
Abstract
Conventional approaches to predict protein involvement in cancer often rely on defining either aberrant mutations at the single-gene level or correlating/anti-correlating transcript levels with patient survival. These approaches are typically conducted independently and focus on one protein at a time, overlooking nucleotide substitutions outside of coding regions or mutational co-occurrences in genes within the same interaction network. Here, we present CancerHubs, a method that integrates unbiased mutational data, clinical outcome predictions and interactomics to define novel cancer-related protein hubs. Through this approach, we identified TGOLN2 as a putative novel broad cancer tumour suppressor and EFTUD2 as a putative novel multiple myeloma oncogene.
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Affiliation(s)
- Ivan Ferrari
- INGM, Istituto Nazionale Genetica Molecolare Romeo ed Enrica Invernizzi, Milan, Italy
- Department of Biosciences, University of Milan, Milan, Italy
| | - Federica De Grossi
- INGM, Istituto Nazionale Genetica Molecolare Romeo ed Enrica Invernizzi, Milan, Italy
- Department of Biosciences, University of Milan, Milan, Italy
| | - Giancarlo Lai
- INGM, Istituto Nazionale Genetica Molecolare Romeo ed Enrica Invernizzi, Milan, Italy
- Department of Biosciences, University of Milan, Milan, Italy
| | - Stefania Oliveto
- INGM, Istituto Nazionale Genetica Molecolare Romeo ed Enrica Invernizzi, Milan, Italy
- Department of Biosciences, University of Milan, Milan, Italy
| | - Giorgia Deroma
- INGM, Istituto Nazionale Genetica Molecolare Romeo ed Enrica Invernizzi, Milan, Italy
- Department of Biosciences, University of Milan, Milan, Italy
| | - Stefano Biffo
- INGM, Istituto Nazionale Genetica Molecolare Romeo ed Enrica Invernizzi, Milan, Italy
- Department of Biosciences, University of Milan, Milan, Italy
| | - Nicola Manfrini
- INGM, Istituto Nazionale Genetica Molecolare Romeo ed Enrica Invernizzi, Milan, Italy
- Department of Biosciences, University of Milan, Milan, Italy
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Zhu Y, Huang Z, Li C, Li C, Wei M, Deng L, Deng W, Zhou X, Wu K, Yang B, Qu Y, Liu Q, Chen X, Li D, Wang C. Blood mir-331-3p is a potential diagnostic marker for giant panda (Ailuropoda melanoleuca) testicular tumor. BMC Vet Res 2024; 20:515. [PMID: 39548579 PMCID: PMC11566409 DOI: 10.1186/s12917-024-04326-y] [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: 08/08/2024] [Accepted: 10/10/2024] [Indexed: 11/18/2024] Open
Abstract
BACKGROUND In recent years, several giant pandas have suffered from testicular tumor, which has seriously affected giant panda health. However, the pathogenesis of testicular tumor in giant panda is still unclear. Studies have shown that miRNAs are involved in the occurrence and development of a variety of cancers. However, the effect of miRNAs on giant panda testicular tumor has been little studied. Therefore, this study explored the pathogenesis of giant panda testicular tumor through miRNA and mRNA sequencing, and screened out diagnostic markers of testicular tumor. RESULTS Combined with phenotypic symptoms and pathological section results, three giant pandas were diagnosed with testicular tumor and divided into tumor group, and three other giant pandas were divided into normal group. A total of 29 differentially expressed miRNAs (DEmiRNAs) were screened by blood miRNA-seq, and 3149 target gene candidates were predicted. Functional enrichment analysis showed that the target genes were mainly involved in intermembrane lipid transfer and ATP-dependent chromatin remodeling. However, only 5 DEmiRNAs were screened by miRNA-seq of blood-derived exosomes and 364 target genes were predicted, which were mainly involved in antigen processing and presentation. In addition, 216 differentially expressed genes (DEGs) were screened by RNA-seq, and functional enrichment analysis showed that tumor-specific DEGs significantly enriched to protein phosphorylation. Spearman correlation analysis of miRNA-mRNA showed that the expressions of miR-331-3p and PKIG were significantly positively correlated (spearman = 0.943, p < 0.01), while the expressions of miR-331-3p and ENSAMEG00000013628 were significantly negatively correlated (spearman= -0.829, p < 0.05). RT-PCR showed that the expression of miR-331-3p was significantly decreased in giant panda with tumor (p < 0.01). CONCLUSIONS blood miRNAs and exosomal miRNAs exhibit distinct regulatory patterns concerning giant panda testicular tumor, potentially reflecting divergent biological processes in the disease's etiology. Meanwhile, miR-331-3p could be used as a potential diagnostic marker for giant panda testicular tumor. Our findings are conducive to the rapid clinical diagnosis of testicular tumor in giant pandas, and are also expected to provide scientific reference for further research on the pathogenesis of testicular tumor.
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Affiliation(s)
- Yan Zhu
- State Forestry and Grassland Administration Key Laboratory of Conservation Biology for Rare Animals of the Giant Panda State Park, China Conservation and Research Center for the Giant Panda, Chengdu, 610081, China
| | - Zhi Huang
- State Forestry and Grassland Administration Key Laboratory of Conservation Biology for Rare Animals of the Giant Panda State Park, China Conservation and Research Center for the Giant Panda, Chengdu, 610081, China
| | - Caiwu Li
- State Forestry and Grassland Administration Key Laboratory of Conservation Biology for Rare Animals of the Giant Panda State Park, China Conservation and Research Center for the Giant Panda, Chengdu, 610081, China
| | - Chengyao Li
- State Forestry and Grassland Administration Key Laboratory of Conservation Biology for Rare Animals of the Giant Panda State Park, China Conservation and Research Center for the Giant Panda, Chengdu, 610081, China
| | - Ming Wei
- State Forestry and Grassland Administration Key Laboratory of Conservation Biology for Rare Animals of the Giant Panda State Park, China Conservation and Research Center for the Giant Panda, Chengdu, 610081, China
| | - Linhua Deng
- State Forestry and Grassland Administration Key Laboratory of Conservation Biology for Rare Animals of the Giant Panda State Park, China Conservation and Research Center for the Giant Panda, Chengdu, 610081, China
| | - Wenwen Deng
- State Forestry and Grassland Administration Key Laboratory of Conservation Biology for Rare Animals of the Giant Panda State Park, China Conservation and Research Center for the Giant Panda, Chengdu, 610081, China
| | - Xiao Zhou
- State Forestry and Grassland Administration Key Laboratory of Conservation Biology for Rare Animals of the Giant Panda State Park, China Conservation and Research Center for the Giant Panda, Chengdu, 610081, China
| | - Kai Wu
- State Forestry and Grassland Administration Key Laboratory of Conservation Biology for Rare Animals of the Giant Panda State Park, China Conservation and Research Center for the Giant Panda, Chengdu, 610081, China
| | - Bo Yang
- State Forestry and Grassland Administration Key Laboratory of Conservation Biology for Rare Animals of the Giant Panda State Park, China Conservation and Research Center for the Giant Panda, Chengdu, 610081, China
| | - Yuanyuan Qu
- State Forestry and Grassland Administration Key Laboratory of Conservation Biology for Rare Animals of the Giant Panda State Park, China Conservation and Research Center for the Giant Panda, Chengdu, 610081, China
| | - Qin Liu
- State Forestry and Grassland Administration Key Laboratory of Conservation Biology for Rare Animals of the Giant Panda State Park, China Conservation and Research Center for the Giant Panda, Chengdu, 610081, China
| | - Xuemei Chen
- State Forestry and Grassland Administration Key Laboratory of Conservation Biology for Rare Animals of the Giant Panda State Park, China Conservation and Research Center for the Giant Panda, Chengdu, 610081, China
| | - Desheng Li
- State Forestry and Grassland Administration Key Laboratory of Conservation Biology for Rare Animals of the Giant Panda State Park, China Conservation and Research Center for the Giant Panda, Chengdu, 610081, China.
| | - Chengdong Wang
- State Forestry and Grassland Administration Key Laboratory of Conservation Biology for Rare Animals of the Giant Panda State Park, China Conservation and Research Center for the Giant Panda, Chengdu, 610081, China.
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Maulat C, Canivet C, Cabarrou B, Pradines A, Selves J, Casanova A, Doussine A, Hanoun N, Cuellar E, Boulard P, Carrère N, Buscail L, Bournet B, Muscari F, Cordelier P. Prognostic impact of circulating tumor DNA detection in portal and peripheral blood in resected pancreatic ductal adenocarcinoma patients. Sci Rep 2024; 14:27296. [PMID: 39516243 PMCID: PMC11549393 DOI: 10.1038/s41598-024-76903-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 10/17/2024] [Indexed: 11/16/2024] Open
Abstract
In PDAC patients, ctDNA detection's prognostic significance needs validation especially in resected patients. This study investigated ctDNA kinetics in portal and peripheral blood before and after resection, and whether tissue mobilization during surgery influences ctDNA detection. In this single-center prospective cohort, portal and peripheral blood were drawn during pancreaticoduodenectomy before and after tissue mobilization, during 12 postoperative months and were associated with overall survival (OS), recurrence-free survival (RFS) and CA19-9 (secondary endpoints). Tumor mutations were identified using next-generation-sequencing and ctDNA detected by digital droplet PCR. From 2018 to 2022, 34 patients were included. The 2-year RFS and OS were 47.6%(95%CI[29.5; 63.6]) and 65.7%(95%CI[46.5; 79.4]) respectively. Intraoperatively, ctDNA detection in portal or peripheral blood was associated with worse RFS (HR[95%CI]3.26[1.26; 8.45],p = 0.010) and OS (HR[95%CI]5.46[1.65;18.01],p = 0.002). Portal vein sampling did not improve ctDNA detection. CtDNA levels were increased by 2.5-fold (p = 0.031) in peripheral blood after tissue mobilization but not significantly linked to RFS or OS. Detecting ctDNA intraoperatively was correlated with poorer RFS (HR [95% CI] 3.26 [1.26;8.45], p = 0.010) and 0S (HR [95% CI] 5.46 [1.65;18.01], p = 0.002). Portal vein sampling did not improve ctDNA detection. Tissue mobilization increases ctDNA levels. Intraoperative detection of ctDNA is associated with a worse prognosis.
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Affiliation(s)
- Charlotte Maulat
- Digestive Surgery, Hepatobiliary and Pancreatic Surgery Department and Liver Transplantation Unit, Toulouse University Hospital, Toulouse, France.
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France.
- Service de Chirurgie Digestive et Transplantation , CHU Rangueil , 1, avenue Jean Poulhès, Toulouse, 31059, France.
| | - Cindy Canivet
- Gastroenterology and Pancreatology Department, Toulouse University Hospital, Toulouse, France
| | - Bastien Cabarrou
- Biostatistics and Health Data Science Unit, Institut Claudius-Regaud, IUCT-Oncopole, Toulouse, France
| | - Anne Pradines
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France
- Prospective Biology Unit, Medicine Laboratory, Oncopole Claudius Regaud, IUCT-Oncopole, Toulouse, France
| | - Janick Selves
- Pathology Department, IUCT-Oncopole, Toulouse University Hospital Center (CHU), Toulouse, France
| | - Anne Casanova
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France
- Prospective Biology Unit, Medicine Laboratory, Oncopole Claudius Regaud, IUCT-Oncopole, Toulouse, France
| | - Aurélia Doussine
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France
- Prospective Biology Unit, Medicine Laboratory, Oncopole Claudius Regaud, IUCT-Oncopole, Toulouse, France
| | - Naïma Hanoun
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France
| | - Emmanuel Cuellar
- Digestive Surgery, Hepatobiliary and Pancreatic Surgery Department and Liver Transplantation Unit, Toulouse University Hospital, Toulouse, France
| | - Paul Boulard
- Digestive Surgery, Hepatobiliary and Pancreatic Surgery Department and Liver Transplantation Unit, Toulouse University Hospital, Toulouse, France
| | - Nicolas Carrère
- Digestive Surgery, Hepatobiliary and Pancreatic Surgery Department and Liver Transplantation Unit, Toulouse University Hospital, Toulouse, France
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France
| | - Louis Buscail
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France
- Gastroenterology and Pancreatology Department, Toulouse University Hospital, Toulouse, France
| | - Barbara Bournet
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France
- Gastroenterology and Pancreatology Department, Toulouse University Hospital, Toulouse, France
| | - Fabrice Muscari
- Digestive Surgery, Hepatobiliary and Pancreatic Surgery Department and Liver Transplantation Unit, Toulouse University Hospital, Toulouse, France
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France
| | - Pierre Cordelier
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France.
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Vashisht V, Vashisht A, Mondal AK, Woodall J, Kolhe R. From Genomic Exploration to Personalized Treatment: Next-Generation Sequencing in Oncology. Curr Issues Mol Biol 2024; 46:12527-12549. [PMID: 39590338 PMCID: PMC11592618 DOI: 10.3390/cimb46110744] [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: 09/04/2024] [Revised: 10/29/2024] [Accepted: 11/03/2024] [Indexed: 11/28/2024] Open
Abstract
Next-generation sequencing (NGS) has revolutionized personalized oncology care by providing exceptional insights into the complex genomic landscape. NGS offers comprehensive cancer profiling, which enables clinicians and researchers to better understand the molecular basis of cancer and to tailor treatment strategies accordingly. Targeted therapies based on genomic alterations identified through NGS have shown promise in improving patient outcomes across various cancer types, circumventing resistance mechanisms and enhancing treatment efficacy. Moreover, NGS facilitates the identification of predictive biomarkers and prognostic indicators, aiding in patient stratification and personalized treatment approaches. By uncovering driver mutations and actionable alterations, NGS empowers clinicians to make informed decisions regarding treatment selection and patient management. However, the full potential of NGS in personalized oncology can only be realized through bioinformatics analyses. Bioinformatics plays a crucial role in processing raw sequencing data, identifying clinically relevant variants, and interpreting complex genomic landscapes. This comprehensive review investigates the diverse NGS techniques, including whole-genome sequencing (WGS), whole-exome sequencing (WES), and single-cell RNA sequencing (sc-RNA-Seq), elucidating their roles in understanding the complex genomic/transcriptomic landscape of cancer. Furthermore, the review explores the integration of NGS data with bioinformatics tools to facilitate personalized oncology approaches, from understanding tumor heterogeneity to identifying driver mutations and predicting therapeutic responses. Challenges and future directions in NGS-based cancer research are also discussed, underscoring the transformative impact of these technologies on cancer diagnosis, management, and treatment strategies.
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Affiliation(s)
| | | | | | | | - Ravindra Kolhe
- Department of Pathology, Medical College of Georgia, Augusta University, Augusta, GA 30912, USA; (V.V.); (A.V.); (A.K.M.); (J.W.)
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50
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Gong J, Li X, Feng Z, Lou J, Pu K, Sun Y, Hu S, Zhou Y, Song T, Shangguan M, Zhang K, Lu W, Dong X, Wu J, Zhu H, He Q, Xu H, Wu Y. Sorcin can trigger pancreatic cancer-associated new-onset diabetes through the secretion of inflammatory cytokines such as serpin E1 and CCL5. Exp Mol Med 2024; 56:2535-2547. [PMID: 39516378 PMCID: PMC11612510 DOI: 10.1038/s12276-024-01346-4] [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: 11/18/2023] [Revised: 07/28/2024] [Accepted: 08/19/2024] [Indexed: 11/16/2024] Open
Abstract
A rise in blood glucose is an early warning sign of underlying pancreatic cancer (PC) and may be an indicator of genetic events in PC progression. However, there is still a lack of mechanistic research on pancreatic cancer-associated new-onset diabetes (PCAND). In the present study, we identified a gene SRI, which possesses a SNP with the potential to distinguish PCAND and Type 2 diabetes mellitus (T2DM), by machine learning on the basis of the UK Biobank database. In vitro and in vivo, sorcin overexpression induced pancreatic β-cell dysfunction. Sorcin can form a positive feedback loop with STAT3 to increase the transcription of serpin E1 and CCL5, which may directly induce β-cell dysfunction. In 88 biopsies, the expression of sorcin was elevated in PC tissues, especially in PCAND samples. Furthermore, plasma serpin E1 levels are higher in peripheral blood samples from PCAND patients than in those from T2DM patients. In conclusion, sorcin may be the key driver in PCAND, and further study on the sorcin-STAT3-serpin E1/CCL5 signaling axis may help us better understand the pathogenesis of PCAND and identify potential biomarkers.
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Affiliation(s)
- Jiali Gong
- Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Cancer Institute, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
- Department of Surgery, Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, Zhejiang, China
| | - Xiawei Li
- Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Cancer Institute, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Zengyu Feng
- Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Cancer Institute, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
| | - Jianyao Lou
- Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Cancer Institute, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
| | - Kaiyue Pu
- Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Cancer Institute, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
| | - Yongji Sun
- Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Cancer Institute, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
- Department of Surgery, Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, Zhejiang, China
| | - Sien Hu
- Department of Surgery, Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, Zhejiang, China
| | - Yizhao Zhou
- Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Cancer Institute, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
| | - Tianyu Song
- Department of Surgery, Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, Zhejiang, China
| | - Meihua Shangguan
- Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Cancer Institute, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
| | - Kai Zhang
- School of Public Health and Eye Center The Second Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Wenjie Lu
- Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Cancer Institute, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
| | - Xin Dong
- Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Cancer Institute, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
| | - Jian Wu
- Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Institute of Wenzhou, Zhejiang University, Wenzhou, Zhejiang, China
| | - Hong Zhu
- Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Zhejiang Province Key Laboratory of Anti-Cancer Drug Research, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, Zhejiang, China
- Center for Drug Safety Evaluation and Research of Zhejiang University, Hangzhou, Zhejiang, China
| | - Qiaojun He
- Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
- Zhejiang Province Key Laboratory of Anti-Cancer Drug Research, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, Zhejiang, China.
- Center for Drug Safety Evaluation and Research of Zhejiang University, Hangzhou, Zhejiang, China.
| | - Hongxia Xu
- Innovation Institute for Artificial Intelligence in Medicine and Liangzhu Laboratory, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China.
| | - Yulian Wu
- Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
- Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Cancer Institute, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China.
- Department of Surgery, Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, Zhejiang, China.
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