1
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Sharma AK, Tonelli M, Dyba M, Gillette WK, Esposito D, Nissley DV, McCormick F, Maciag AE. NMR 1H, 13C, and 15N resonance assignments of the oncogenic Q61R variant of human NRAS in the active, GTP-bound conformation. BIOMOLECULAR NMR ASSIGNMENTS 2025; 19:195-203. [PMID: 40316884 DOI: 10.1007/s12104-025-10236-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2025] [Accepted: 04/23/2025] [Indexed: 05/04/2025]
Abstract
NRASQ61R is a frequent mutation in melanoma. Hydrolysis of GTP by NRASQ61R is reported to be much slower than other KRAS and NRAS mutants. Recent structural biology efforts for KRAS and NRAS proteins have been limited to X-ray crystallography and therefore lack insight into the structure and dynamics of these proteins in solution. Here we report the 1HN, 15N, and 13C backbone and sidechain resonance assignments of the G-domain of oncogenic NRASQ61R-GTP (MW 19.3 kDa; aa 1-169) using heteronuclear, multidimensional NMR spectroscopy. NRASQ61R-GTP is a conformationally stable protein in solution. The 1H-15N correlation cross-peaks in a 2D 1H-15N HSQC spectrum collected after 48 h at 298 K remained intact and only minimal signs of peak-broadening were noted for select residues. High resolution NMR allowed unambiguous assignments of the 1H-15N correlation cross-peaks for all aa residues, except Y40, in addition to a significantly large number of aliphatic and aromatic sidechain resonances. NRASQ61R-GTP exhibits canonical secondary structural elements in the 5 (five) α-helices, 6 (six) β-strands, and associated loop regions as predicted in TALOS-N and CSI. Order parameter (RCI-S2) values predicted by TALOS-N indicate that the NRASQ61R-GTP switch (SW) regions and overall backbone are less flexible than observed in KRAS4b-GTP. The SW region rigidification was validated in heteronuclear NOE measurements. 31P NMR experiments indicate that the G-domain of NRASQ61R-GTP is in a predominant state 2 (active) conformation.
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Affiliation(s)
- Alok K Sharma
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., 8560 Progress Drive, Post Office Box B, Frederick, MD, 21701, USA.
| | - Marco Tonelli
- Biochemistry Department, National Magnetic Resonance Facility at Madison, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Marcin Dyba
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., 8560 Progress Drive, Post Office Box B, Frederick, MD, 21701, USA
| | - William K Gillette
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., 8560 Progress Drive, Post Office Box B, Frederick, MD, 21701, USA
| | - Dominic Esposito
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., 8560 Progress Drive, Post Office Box B, Frederick, MD, 21701, USA
| | - Dwight V Nissley
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., 8560 Progress Drive, Post Office Box B, Frederick, MD, 21701, USA
| | - Frank McCormick
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., 8560 Progress Drive, Post Office Box B, Frederick, MD, 21701, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, 94158, USA
| | - Anna E Maciag
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., 8560 Progress Drive, Post Office Box B, Frederick, MD, 21701, USA
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2
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Sankar S, Kalidass B, Indrakumar J, Kodiveri Muthukaliannan G. NSAID-encapsulated nanoparticles as a targeted therapeutic platform for modulating chronic inflammation and inhibiting cancer progression: a review. Inflammopharmacology 2025:10.1007/s10787-025-01760-8. [PMID: 40285986 DOI: 10.1007/s10787-025-01760-8] [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: 03/24/2025] [Accepted: 04/11/2025] [Indexed: 04/29/2025]
Abstract
Recent advancements in nanotechnology have significantly advanced nanocarrier-mediated drug delivery systems, promoting therapeutic outcomes in mitigating chronic inflammation and cancer. Nanomaterials offer significant advantages over traditional small-molecule drugs, including a high surface-area-to-volume ratio, tunable structural features, and extended bloodstream circulation time. Chronic inflammation is a well-established mechanism for malignant initiation, progression, and metastasis, promoting the potent strategy for cancer prevention and therapy. Numerous studies revealed that nonsteroidal anti-inflammatory drugs (NSAIDs) have the therapeutic ability to manage disease progression via amolerating angiogenesis and inducing apoptosis. However, prolonged intake of NSAIDs is often limited by adverse side-effects and systemic toxicities. The encapsulation of NSAIDs in a nanocarrier have materialized as a dynamic approach to mitigate the limitations by improving pharmacokinetics and pharmacodynamics, reducing off-target effects, and enhancing the drug stability. This review encompasses recent progress in the development of NSAID-based nanotherapeutics, focusing on pivotal mechanisms underlying nanoparticle-mediated drug delivery, such as improved tumor-specific targeting and strategies to overcome drug resistance. The ability of these nano-cargoes to accommodate anti-inflammatory strategies with advanced drug delivery platforms is critically evaluated. This review also highlights the transformative potential of NSAID-encapsulated nanoparticles as a multifaceted therapeutic venue for addressing chronic inflammation and mitigating cancer progression.
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Affiliation(s)
- Srivarshini Sankar
- Department of Biotechnology, School of Bioscience and Technology, Vellore Institute of Technology, Tamil Nadu, Vellore, 632 014, India
| | - Bharathi Kalidass
- Department of Biotechnology, School of Bioscience and Technology, Vellore Institute of Technology, Tamil Nadu, Vellore, 632 014, India
| | - Janani Indrakumar
- Department of Biotechnology, School of Bioscience and Technology, Vellore Institute of Technology, Tamil Nadu, Vellore, 632 014, India
| | - Gothandam Kodiveri Muthukaliannan
- Department of Biotechnology, School of Bioscience and Technology, Vellore Institute of Technology, Tamil Nadu, Vellore, 632 014, India.
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3
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Zhou Y, Ding Y, Xu B, Fei H, Wang Z. Genetically druggable targets for MAPK-activated colorectal cancer by a two-sample mendelian randomization analysis. Sci Rep 2025; 15:12239. [PMID: 40210889 PMCID: PMC11986099 DOI: 10.1038/s41598-024-82567-5] [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: 02/18/2024] [Accepted: 12/06/2024] [Indexed: 04/12/2025] Open
Abstract
Colorectal cancer (CRC) is a significant worldwide health issue, ranking second in women and third in men. Predictions estimate a rise to 2.5 million cases by 2035, with CRC being the fourth deadliest cancer due to delayed diagnosis and the scarcity of effective treatment options. Over 60% of CRC cases involve MAPK-activated signal pathways, particularly driven by RAS oncogene mutations, which hinder treatment responses, making them 'undruggable.' This study conducts a two-sample Mendelian randomization protein quantitative trait loci (pQTL) analysis to investigate the causal association between plasma proteins and MAPK-activated CRCs. The study indicates that four plasma proteins-MHC class I polypeptide-related sequence B (MICB), complement C4A, C4B, and interleukin-21 (IL-21) are associated with an increased risk of MAPK-activated CRCs. These findings highlight the possibility of utilizing plasma proteins as therapeutic targets and diagnostic markers to advance the fight against CRCs, indicating promising results for more effective interventions. To ascertain and expand upon these discoveries, further research is imperative to fully harness the potential of these discoveries.
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Affiliation(s)
- Yuxuan Zhou
- Department of Gastrointestinal Surgery/Hernia Surgery, Jilin Province People's Hospital, No. 1183 Gongnong Road, Changchun, Jilin, China
| | - Yunlong Ding
- Department of Emergency General Surgery, Weifang People's Hospital, Weifang, Shandong, China
| | - Bangyue Xu
- Jilin Central General Hospital, Changchun, Jilin, China
| | - Hongyang Fei
- Department of Hepatobiliary and Pancreatic Surgery, Jilin Province People's Hospital, No. 1183 Gongnong Road, Changchun, Jilin, China
| | - Zheng Wang
- Department of Gastrointestinal Surgery/Hernia Surgery, Jilin Province People's Hospital, No. 1183 Gongnong Road, Changchun, Jilin, China.
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4
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Yonezawa A, Shimomura K, Okamoto K, Takeda H. Inhibition of BRD4 attenuated IFNγ-induced apoptosis in colorectal cancer organoids. BMC Cancer 2025; 25:136. [PMID: 39849410 PMCID: PMC11759431 DOI: 10.1186/s12885-025-13544-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: 10/15/2024] [Accepted: 01/16/2025] [Indexed: 01/30/2025] Open
Abstract
BACKGROUND This study aimed to analyze the functional role of Brd4 in colorectal cancer (CRC) organoids. Brd4 was identified as a CRC-related gene by our previous Sleeping Beauty mutagenesis transposon screening in mice. Brd4 is a transcriptional regulator that recognizes acetylated histones and is known to be involved in inflammatory responses. The role of Brd4 in CRC development remains largely unknown. METHODS We knocked out Brd4 in tumor organoids carrying mutations in Apc and Kras to generate Brd4KO organoids, and performed RNA-seq. The response of Brd4KO organoids to IFNγ was analyzed via a cell viability assay, an apoptosis assay, and RNAseq. The results were validated by pharmacological inhibition experiments with JQ1 in human CRC organoids. RESULTS In Brd4KO organoids, the IFNγ signaling genes Il33 and Myc target genes were downregulated. The addition of IFNγ to the colon organoids induced apoptosis, but IFNγ-induced apoptosis was attenuated in the Brd4KO organoids compared with the control organoids (two-sided t-test, P < 0.05). Similar results were obtained from pharmacological inhibition with JQ1 in human CRC organoids; IL33 expression was decreased, and IFNγ-induced apoptosis was attenuated in the presence of JQ1. CONCLUSIONS Our results showed that the inhibition of Brd4 suppressed IFNγ-induced cytotoxicity by modulating the Jak-Stat pathway. These data suggested that the inhibition of Brd4 could increase cell viability in the cancer microenvironment where IFNγ is abundant, revealing a new aspect of the molecular mechanism of CRC development. Our results may help in evaluating the application of Bet inhibitors in treating CRC. Additionally, our RNA-seq data sets will be helpful for clarifying the relationship between Brd4 and immunomodulators, such as Il33, or for studying the responses of colonic epithelial cells to IFNγ.
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Affiliation(s)
- Akimi Yonezawa
- Laboratory of Molecular Genetics, National Cancer Center Research Institute, Tokyo, Japan
| | - Kana Shimomura
- Laboratory of Molecular Genetics, National Cancer Center Research Institute, Tokyo, Japan
| | - Koji Okamoto
- Advanced Comprehensive Research Organization, Teikyo University, Tokyo, Japan
| | - Haruna Takeda
- Laboratory of Molecular Genetics, National Cancer Center Research Institute, Tokyo, Japan.
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Khattab S, Berisha A, Baran N, Piccaluga PP. Rat Sarcoma Virus Family Genes in Acute Myeloid Leukemia: Pathogenetic and Clinical Implications. Biomedicines 2025; 13:202. [PMID: 39857784 PMCID: PMC11760468 DOI: 10.3390/biomedicines13010202] [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: 09/18/2024] [Revised: 01/11/2025] [Accepted: 01/13/2025] [Indexed: 01/27/2025] Open
Abstract
Acute myeloid leukemias (AMLs) comprise a group of genetically heterogeneous hematological malignancies that result in the abnormal growth of leukemic cells and halt the maturation process of normal hematopoietic stem cells. Despite using molecular and cytogenetic risk classification to guide treatment decisions, most AML patients survive for less than five years. A deeper comprehension of the disease's biology and the use of new, targeted therapy approaches could potentially increase cure rates. RAS oncogene mutations are common in AML patients, being observed in about 15-20% of AML cases. Despite extensive efforts to find targeted therapy for RAS-mutated AMLs, no effective and tolerable RAS inhibitor has received approval for use against AMLs. The frequency of RAS mutations increases in the context of AMLs' chemoresistance; thus, novel anti-RAS strategies to overcome drug resistance and improve patients' therapy responses and overall survival are the need of the hour. In this article, we aim to update the current knowledge on the role of RAS mutations and anti-RAS strategies in AML treatments.
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Affiliation(s)
- Shaimaa Khattab
- Biobank of Research, IRCCS Azienda Ospedaliera, Universitaria di Bologna, Policlinico di S. Orsola, 40138 Bologna, Italy;
- Department of Medical and Surgical Sciences, Bologna University School of Medicine, 40138 Bologna, Italy
- Medical Research Institute, Alexandria University, Alexandria 21526, Egypt
| | - Adriatik Berisha
- Division of Hematology, University of Pristina, 10000 Pristina, Kosovo
- School of Medicine, University of Zagreb, 10000 Zagreb, Croatia
| | - Natalia Baran
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Section of Experimental Hematology, Institute of Hematology and Transfusion Medicine, 02-776 Warsaw, Poland
| | - Pier Paolo Piccaluga
- Biobank of Research, IRCCS Azienda Ospedaliera, Universitaria di Bologna, Policlinico di S. Orsola, 40138 Bologna, Italy;
- Department of Medical and Surgical Sciences, Bologna University School of Medicine, 40138 Bologna, Italy
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Hrckulak D, Onhajzer J, Krausova M, Stastna M, Kriz V, Janeckova L, Korinek V. Development of a new flippase-dependent mouse model for red fluorescence-based isolation of KRAS G12D oncogene-expressing tumor cells. Transgenic Res 2025; 34:9. [PMID: 39786607 PMCID: PMC11717838 DOI: 10.1007/s11248-024-00429-2] [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] [Received: 07/29/2024] [Accepted: 10/10/2024] [Indexed: 01/12/2025]
Abstract
Proto-oncogene KRAS, GTPase (KRAS) is one of the most intensively studied oncogenes in cancer research. Although several mouse models allow for regulated expression of mutant KRAS, selective isolation and analysis of transforming or tumor cells that produce the KRAS oncogene remains a challenge. In our study, we present a knock-in model of oncogenic variant KRASG12D that enables the "activation" of KRASG12D expression together with production of red fluorescent protein tdTomato. Both proteins are expressed from the endogenous Kras locus after recombination of a transcriptional stop box in the genomic DNA by the enzyme flippase (Flp). We have demonstrated the functionality of the allele termed RedRas (abbreviated KrasRR) under in vitro conditions with mouse embryonic fibroblasts and organoids and in vivo in the lung and colon epithelium. After recombination with adenoviral vectors carrying the Flp gene, the KrasRR allele itself triggers formation of lung adenomas. In the colon epithelium, it causes the progression of adenomas that are triggered by the loss of tumor suppressor adenomatous polyposis coli (APC). Importantly, cells in which recombination has successfully occurred can be visualized and isolated using the fluorescence emitted by tdTomato. Furthermore, we show that KRASG12D production enables intestinal organoid growth independent of epidermal growth factor (EGF) signaling and that the KRASG12D function is effectively suppressed by specific inhibitor MRTX1133.
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Grants
- 20-31322S Grantová Agentura České Republiky
- 20-31322S Grantová Agentura České Republiky
- 20-31322S Grantová Agentura České Republiky
- 20-31322S Grantová Agentura České Republiky
- 20-31322S Grantová Agentura České Republiky
- 20-31322S Grantová Agentura České Republiky
- 20-31322S Grantová Agentura České Republiky
- EXCELES, LX22NPO5102 Ministerstvo Školství, Mládeže a Tělovýchovy
- EXCELES, LX22NPO5102 Ministerstvo Školství, Mládeže a Tělovýchovy
- EXCELES, LX22NPO5102 Ministerstvo Školství, Mládeže a Tělovýchovy
- EXCELES, LX22NPO5102 Ministerstvo Školství, Mládeže a Tělovýchovy
- EXCELES, LX22NPO5102 Ministerstvo Školství, Mládeže a Tělovýchovy
- EXCELES, LX22NPO5102 Ministerstvo Školství, Mládeže a Tělovýchovy
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Affiliation(s)
- Dusan Hrckulak
- Laboratory of Cell and Developmental Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, Videnska 1083, 142 20, Prague 4, Czech Republic
| | - Jakub Onhajzer
- Laboratory of Cell and Developmental Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, Videnska 1083, 142 20, Prague 4, Czech Republic
| | - Michaela Krausova
- Laboratory of Cell and Developmental Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, Videnska 1083, 142 20, Prague 4, Czech Republic
- Institute of Pathology 1St Faculty of Medicine Charles University and General University Hospital, Prague, Czech Republic
| | - Monika Stastna
- Laboratory of Cell and Developmental Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, Videnska 1083, 142 20, Prague 4, Czech Republic
| | - Vitezslav Kriz
- Laboratory of Cell and Developmental Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, Videnska 1083, 142 20, Prague 4, Czech Republic
| | - Lucie Janeckova
- Laboratory of Cell and Developmental Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, Videnska 1083, 142 20, Prague 4, Czech Republic
| | - Vladimir Korinek
- Laboratory of Cell and Developmental Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, Videnska 1083, 142 20, Prague 4, Czech Republic.
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Unal Kocabey D, Cakir IE. The prognostic significance of growth pattern, tumor budding, poorly differentiated clusters, desmoplastic reaction pattern and tumor-stroma ratio in colorectal cancer and an evaluation of their relationship with KRAS, NRAS, BRAF mutations. Ann Diagn Pathol 2024; 73:152375. [PMID: 39312865 DOI: 10.1016/j.anndiagpath.2024.152375] [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: 07/27/2024] [Revised: 09/07/2024] [Accepted: 09/11/2024] [Indexed: 09/25/2024]
Abstract
Growth pattern (GP), tumor budding (TB), poorly differentiated clusters (PDC), desmoplastic reaction pattern (DRP) and tumor-stroma ratio (TSR) are prognostic histomorphological parameters in colorectal cancer (CRC). Correlations between these parameters, their individual prognostic values, and their relationship with KRAS/NRAS/BRAF mutations have not been comprehensively examined. We aimed to investigate these associations, which have not been previously explored in this combination. 126 CRC cases were included. GP, TB, PDC, DRP and TSR were evaluated by two experienced pathologists. KRAS/NRAS/BRAF mutation profile were determined using qPCR. Demographic, clinicopathological and survival data were recorded. Interrelations were investigated by statistical analysis. Infiltrative GP was more frequent in high-score TB, PDC-G3, and stroma-high tumors (p < 0.05). High-score TB was more common in PDC-G3 and stroma-high tumors (p < 0.05). Immature DRP was more frequent in stroma-high tumors (p = 0.014). Among histomorphological parameters, a significant relationship was found only between infiltrative GP and the presence of KRAS mutation (p = 0.023). Moreover, GP was significantly associated with pT, lymphatic invasion, perineural invasion (p < 0.05). Effects on survival were assessed using Kaplan-Meier method and Cox proportional hazards model. TB and PDC were identified as independent predictors of overall survival. Higher TB score (p = 0.008) and higher PDC grade (p = 0.013) lead to worse survival. Interestingly, GP, DRP, TSR or KRAS/NRAS/BRAF mutations were not associated with overall survival. Our results highlight the prognostic significance of TB and PDC. We suggest incorporating TB and PDC into routine CRC reports. The association of KRAS mutation with infiltrative GP supports its role in the acquisition of invasive behavior.
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Affiliation(s)
- Duygu Unal Kocabey
- Izmir Katip Celebi University, Ataturk Training and Research Hospital, Department of Pathology, IZMIR, Turkey.
| | - I Ebru Cakir
- Izmir Katip Celebi University, Ataturk Training and Research Hospital, Department of Pathology, IZMIR, Turkey
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8
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Yang X, Wu H. RAS signaling in carcinogenesis, cancer therapy and resistance mechanisms. J Hematol Oncol 2024; 17:108. [PMID: 39522047 PMCID: PMC11550559 DOI: 10.1186/s13045-024-01631-9] [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: 08/26/2024] [Accepted: 11/01/2024] [Indexed: 11/16/2024] Open
Abstract
Variants in the RAS family (HRAS, NRAS and KRAS) are among the most common mutations found in cancer. About 19% patients with cancer harbor RAS mutations, which are typically associated with poor clinical outcomes. Over the past four decades, KRAS has long been considered an undruggable target due to the absence of suitable small-molecule binding sites within its mutant isoforms. However, recent advancements in drug design have made RAS-targeting therapies viable, particularly with the approval of direct KRASG12C inhibitors, such as sotorasib and adagrasib, for treating non-small cell lung cancer (NSCLC) with KRASG12C mutations. Other KRAS-mutant inhibitors targeting KRASG12D are currently being developed for use in the clinic, particularly for treating highly refractory malignancies like pancreatic cancer. Herein, we provide an overview of RAS signaling, further detailing the roles of the RAS signaling pathway in carcinogenesis. This includes a summary of RAS mutations in human cancers and an emphasis on therapeutic approaches, as well as de novo, acquired, and adaptive resistance in various malignancies.
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Affiliation(s)
- Xiaojuan Yang
- Liver Digital Transformation Research Laboratory, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center of Biotherapy, Chengdu, Sichuan, 610041, P.R. China
| | - Hong Wu
- Liver Digital Transformation Research Laboratory, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center of Biotherapy, Chengdu, Sichuan, 610041, P.R. China.
- Liver Transplantation Center, Liver Digital Transformation Research Laboratory, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center of Biotherapy, Chengdu, Sichuan, 610041, P.R. China.
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9
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Kwon JJ, Dilly J, Liu S, Kim E, Bian Y, Dharmaiah S, Tran TH, Kapner KS, Ly SH, Yang X, Rabara D, Waybright TJ, Giacomelli AO, Hong AL, Misek S, Wang B, Ravi A, Doench JG, Beroukhim R, Lemke CT, Haigis KM, Esposito D, Root DE, Nissley DV, Stephen AG, McCormick F, Simanshu DK, Hahn WC, Aguirre AJ. Comprehensive structure-function analysis reveals gain- and loss-of-function mechanisms impacting oncogenic KRAS activity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.22.618529. [PMID: 39484452 PMCID: PMC11526993 DOI: 10.1101/2024.10.22.618529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
To dissect variant-function relationships in the KRAS oncoprotein, we performed deep mutational scanning (DMS) screens for both wild-type and KRASG12D mutant alleles. We defined the spectrum of oncogenic potential for nearly all possible KRAS variants, identifying several novel transforming alleles and elucidating a model to describe the frequency of KRAS mutations in human cancer as a function of transforming potential, mutational probability, and tissue-specific mutational signatures. Biochemical and structural analyses of variants identified in a KRASG12D second-site suppressor DMS screen revealed that attenuation of oncogenic KRAS can be mediated by protein instability and conformational rigidity, resulting in reduced binding affinity to effector proteins, such as RAF and PI3-kinases, or reduced SOS-mediated nucleotide exchange activity. These studies define the landscape of single amino acid alterations that modulate the function of KRAS, providing a resource for the clinical interpretation of KRAS variants and elucidating mechanisms of oncogenic KRAS inactivation for therapeutic exploitation.
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Affiliation(s)
- Jason J. Kwon
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02115, USA
- Harvard Medical School, Boston, MA, 02115, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Julien Dilly
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02115, USA
- Harvard Medical School, Boston, MA, 02115, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Shengwu Liu
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02115, USA
- Harvard Medical School, Boston, MA, 02115, USA
| | - Eejung Kim
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02115, USA
- Harvard Medical School, Boston, MA, 02115, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Yuemin Bian
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Srisathiyanarayanan Dharmaiah
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Timothy H. Tran
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Kevin S. Kapner
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02115, USA
- Harvard Medical School, Boston, MA, 02115, USA
| | - Seav Huong Ly
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02115, USA
- Harvard Medical School, Boston, MA, 02115, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Xiaoping Yang
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Dana Rabara
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Timothy J. Waybright
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | | | - Andrew L. Hong
- Department of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, GA, USA
| | - Sean Misek
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02115, USA
- Harvard Medical School, Boston, MA, 02115, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Belinda Wang
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02115, USA
- Harvard Medical School, Boston, MA, 02115, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Arvind Ravi
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02115, USA
- Harvard Medical School, Boston, MA, 02115, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - John G. Doench
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Rameen Beroukhim
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02115, USA
- Harvard Medical School, Boston, MA, 02115, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | | | - Kevin M. Haigis
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02115, USA
- Harvard Medical School, Boston, MA, 02115, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Dominic Esposito
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - David E. Root
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Dwight V. Nissley
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Andrew G. Stephen
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Frank McCormick
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
- University of California, San Francisco Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA
| | - Dhirendra K. Simanshu
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - William C. Hahn
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02115, USA
- Harvard Medical School, Boston, MA, 02115, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Andrew J. Aguirre
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02115, USA
- Harvard Medical School, Boston, MA, 02115, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
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10
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Fran MAG, Leaño DMG, de Borja JAD, Uy CJT, Andresan AAR, Sacdalan DL, Garcia RL. Atypical Exon 2/3 Mutants G48C, Q43K, and E37K Present Oncogenic Phenotypes Distinct from Characterized NRAS Variants. Cells 2024; 13:1691. [PMID: 39451209 PMCID: PMC11506670 DOI: 10.3390/cells13201691] [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: 09/10/2024] [Revised: 10/06/2024] [Accepted: 10/08/2024] [Indexed: 10/26/2024] Open
Abstract
NRAS belongs to the RAS family of GTPases. In colorectal cancer (CRC), NRAS mutations are rare compared to KRAS, but may lead to worse outcomes. We report the functional characterization of the novel NRAS mutants-G48C, Q43K, and E37K-identified in Filipino young-onset CRC patients. Unlike previously characterized NRAS mutants with no apparent effects on cell proliferation, these mutants enhanced proliferation of both HCT116 and NIH3T3 cells. This was confirmed in 3D spheroid assays to mimic the spatial organization of cells. G48C and E37K showed apoptosis resistance in both cell lines, and Q43K showed resistance in HCT116 cells. All three showed no effect on cellular migration in NIH3T3, but G48C enhanced the migration rate of HCT116 cells. Actin staining of NIH3T3 cells expressing the mutants showed a shrunken cytoplasm and transient structures associated with motility and invasiveness. Docking simulations show that GDP is only able to bind fully within the binding pocket of wild-type NRAS, but not in the mutants. Further, G48C, Q43K, and E37K all have less negative ΔG values, indicating a weaker GDP-binding affinity compared to wild-type NRAS. Taken together, the results suggest that oncogenic readouts of NRAS mutants are codon- and mutation-specific, with potential repercussions on the aggressiveness, resistance, and therapeutic response.
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Affiliation(s)
- Mark Anthony G. Fran
- The Graduate School, Thomas Aquinas Research Complex, University of Santo Tomas, España, Manila 1008, Philippines;
| | - Dominique Mickai G. Leaño
- Disease Molecular Biology and Epigenetics Laboratory, National Institute of Molecular Biology and Biotechnology, University of the Philippines Diliman, Quezon City 1101, Philippines; (D.M.G.L.); (J.A.D.d.B.); (C.J.T.U.); (A.A.R.A.); (D.L.S.)
| | - James Allen D. de Borja
- Disease Molecular Biology and Epigenetics Laboratory, National Institute of Molecular Biology and Biotechnology, University of the Philippines Diliman, Quezon City 1101, Philippines; (D.M.G.L.); (J.A.D.d.B.); (C.J.T.U.); (A.A.R.A.); (D.L.S.)
| | - Charles John T. Uy
- Disease Molecular Biology and Epigenetics Laboratory, National Institute of Molecular Biology and Biotechnology, University of the Philippines Diliman, Quezon City 1101, Philippines; (D.M.G.L.); (J.A.D.d.B.); (C.J.T.U.); (A.A.R.A.); (D.L.S.)
| | - Aleq Adrianne R. Andresan
- Disease Molecular Biology and Epigenetics Laboratory, National Institute of Molecular Biology and Biotechnology, University of the Philippines Diliman, Quezon City 1101, Philippines; (D.M.G.L.); (J.A.D.d.B.); (C.J.T.U.); (A.A.R.A.); (D.L.S.)
| | - Dennis L. Sacdalan
- Disease Molecular Biology and Epigenetics Laboratory, National Institute of Molecular Biology and Biotechnology, University of the Philippines Diliman, Quezon City 1101, Philippines; (D.M.G.L.); (J.A.D.d.B.); (C.J.T.U.); (A.A.R.A.); (D.L.S.)
- Division of Medical Oncology, Department of Medicine, University of the Philippines, Manila City 1000, Philippines
| | - Reynaldo L. Garcia
- Disease Molecular Biology and Epigenetics Laboratory, National Institute of Molecular Biology and Biotechnology, University of the Philippines Diliman, Quezon City 1101, Philippines; (D.M.G.L.); (J.A.D.d.B.); (C.J.T.U.); (A.A.R.A.); (D.L.S.)
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11
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Healy FM, Turner AL, Marensi V, MacEwan DJ. Mediating kinase activity in Ras-mutant cancer: potential for an individualised approach? Front Pharmacol 2024; 15:1441938. [PMID: 39372214 PMCID: PMC11450236 DOI: 10.3389/fphar.2024.1441938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 09/06/2024] [Indexed: 10/08/2024] Open
Abstract
It is widely acknowledged that there is a considerable number of oncogenic mutations within the Ras superfamily of small GTPases which are the driving force behind a multitude of cancers. Ras proteins mediate a plethora of kinase pathways, including the MAPK, PI3K, and Ral pathways. Since Ras was considered undruggable until recently, pharmacological targeting of pathways downstream of Ras has been attempted to varying success, though drug resistance has often proven an issue. Nuances between kinase pathway activation in the presence of various Ras mutants are thought to contribute to the resistance, however, the reasoning behind activation of different pathways in different Ras mutational contexts is yet to be fully elucidated. Indeed, such disparities often depend on cancer type and disease progression. However, we are in a revolutionary age of Ras mutant targeted therapy, with direct-targeting KRAS-G12C inhibitors revolutionising the field and achieving FDA-approval in recent years. However, these are only beneficial in a subset of patients. Approximately 90% of Ras-mutant cancers are not KRAS-G12C mutant, and therefore raises the question as to whether other distinct amino acid substitutions within Ras may one day be targetable in a similar manner, and indeed whether better understanding of the downstream pathways these various mutants activate could further improve therapy. Here, we discuss the favouring of kinase pathways across an array of Ras-mutant oncogenic contexts and assess recent advances in pharmacological targeting of various Ras mutants. Ultimately, we will examine the utility of individualised pharmacological approaches to Ras-mediated cancer.
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Affiliation(s)
- Fiona M. Healy
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - Amy L. Turner
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - Vanessa Marensi
- Department of Biochemistry, Cell and Systems Biology, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
- Chester Medical School, University of Chester, Chester, United Kingdom
| | - David J. MacEwan
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
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12
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López-Estévez AM, Sanjurjo L, Turrero Á, Arriaga I, Abrescia NGA, Poveda A, Jiménez-Barbero J, Vidal A, Torres D, Alonso MJ. Nanotechnology-assisted intracellular delivery of antibody as a precision therapy approach for KRAS-driven tumors. J Control Release 2024; 373:277-292. [PMID: 39019086 DOI: 10.1016/j.jconrel.2024.07.032] [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: 05/14/2024] [Revised: 07/03/2024] [Accepted: 07/12/2024] [Indexed: 07/19/2024]
Abstract
The Kirsten Rat Sarcoma Virus (KRAS) oncoprotein, one of the most prevalent mutations in cancer, has been deemed undruggable for decades. The hypothesis of this work was that delivering anti-KRAS monoclonal antibody (mAb) at the intracellular level could effectively target the KRAS oncoprotein. To reach this goal, we designed and developed tLyP1-targeted palmitoyl hyaluronate (HAC16)-based nanoassemblies (HANAs) adapted for the association of bevacizumab as a model mAb. Selected candidates with adequate physicochemical properties (below 150 nm, neutral surface charge), and high drug loading capacity (>10%, w/w) were adapted to entrap the antiKRASG12V mAb. The resulting antiKRASG12V-loaded HANAs exhibited a bilayer composed of HAC16 polymer and phosphatidylcholine (PC) enclosing a hydrophilic core, as evidenced by cryogenic-transmission electron microscopy (cryo-TEM) and X-ray photoelectron spectroscopy (XPS). Selected prototypes were found to efficiently engage the target KRASG12V and, inhibit proliferation and colony formation in KRASG12V-mutated lung cancer cell lines. In vivo, a selected formulation exhibited a tumor growth reduction in a pancreatic tumor-bearing mouse model. In brief, this study offers evidence of the potential to use nanotechnology for developing anti-KRAS precision therapy and provides a rational framework for advancing mAb intracellular delivery against intracellular targets.
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Affiliation(s)
- Ana M López-Estévez
- Center for Research in Molecular Medicine and Chronic Diseases (CiMUS), University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; Health Research Institute of Santiago de Compostela, 15782 Santiago de Compostela, Spain; Department of Pharmacology, Pharmacy and Pharmaceutical Technology, School of Pharmacy, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Lucía Sanjurjo
- Center for Research in Molecular Medicine and Chronic Diseases (CiMUS), University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; Health Research Institute of Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Ángela Turrero
- Center for Research in Molecular Medicine and Chronic Diseases (CiMUS), University of Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Iker Arriaga
- Structure and Cell Biology of Viruses Lab, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), 48160 Derio, Spain
| | - Nicola G A Abrescia
- Structure and Cell Biology of Viruses Lab, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), 48160 Derio, Spain; Ikerbasque, Basque Foundation for Science, 48009 Bilbao, Spain
| | - Ana Poveda
- Chemical Glycobiology Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), 48160 Derio, Spain
| | - Jesús Jiménez-Barbero
- Ikerbasque, Basque Foundation for Science, 48009 Bilbao, Spain; Chemical Glycobiology Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), 48160 Derio, Spain
| | - Anxo Vidal
- Center for Research in Molecular Medicine and Chronic Diseases (CiMUS), University of Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Dolores Torres
- Department of Pharmacology, Pharmacy and Pharmaceutical Technology, School of Pharmacy, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - María José Alonso
- Center for Research in Molecular Medicine and Chronic Diseases (CiMUS), University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; Health Research Institute of Santiago de Compostela, 15782 Santiago de Compostela, Spain; Department of Pharmacology, Pharmacy and Pharmaceutical Technology, School of Pharmacy, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain.
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13
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Casacuberta-Serra S, González-Larreategui Í, Capitán-Leo D, Soucek L. MYC and KRAS cooperation: from historical challenges to therapeutic opportunities in cancer. Signal Transduct Target Ther 2024; 9:205. [PMID: 39164274 PMCID: PMC11336233 DOI: 10.1038/s41392-024-01907-z] [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: 01/12/2024] [Revised: 06/05/2024] [Accepted: 06/24/2024] [Indexed: 08/22/2024] Open
Abstract
RAS and MYC rank amongst the most commonly altered oncogenes in cancer, with RAS being the most frequently mutated and MYC the most amplified. The cooperative interplay between RAS and MYC constitutes a complex and multifaceted phenomenon, profoundly influencing tumor development. Together and individually, these two oncogenes regulate most, if not all, hallmarks of cancer, including cell death escape, replicative immortality, tumor-associated angiogenesis, cell invasion and metastasis, metabolic adaptation, and immune evasion. Due to their frequent alteration and role in tumorigenesis, MYC and RAS emerge as highly appealing targets in cancer therapy. However, due to their complex nature, both oncogenes have been long considered "undruggable" and, until recently, no drugs directly targeting them had reached the clinic. This review aims to shed light on their complex partnership, with special attention to their active collaboration in fostering an immunosuppressive milieu and driving immunotherapeutic resistance in cancer. Within this review, we also present an update on the different inhibitors targeting RAS and MYC currently undergoing clinical trials, along with their clinical outcomes and the different combination strategies being explored to overcome drug resistance. This recent clinical development suggests a paradigm shift in the long-standing belief of RAS and MYC "undruggability", hinting at a new era in their therapeutic targeting.
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Affiliation(s)
| | - Íñigo González-Larreategui
- Models of cancer therapies Laboratory, Vall d'Hebron Institute of Oncology, Cellex Centre, Hospital University Vall d'Hebron Campus, Barcelona, Spain
| | - Daniel Capitán-Leo
- Models of cancer therapies Laboratory, Vall d'Hebron Institute of Oncology, Cellex Centre, Hospital University Vall d'Hebron Campus, Barcelona, Spain
| | - Laura Soucek
- Peptomyc S.L., Barcelona, Spain.
- Models of cancer therapies Laboratory, Vall d'Hebron Institute of Oncology, Cellex Centre, Hospital University Vall d'Hebron Campus, Barcelona, Spain.
- Institució Catalana de Recerca i Estudis Avançats, Barcelona, Spain.
- Department of Biochemistry and Molecular Biology, Universitat Autonoma de Barcelona, Bellaterra, Spain.
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14
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Sekihara K, Himuro H, Toda S, Saito N, Hirayama R, Suganuma N, Sasada T, Hoshino D. Recent Trends and Potential of Radiotherapy in the Treatment of Anaplastic Thyroid Cancer. Biomedicines 2024; 12:1286. [PMID: 38927493 PMCID: PMC11201408 DOI: 10.3390/biomedicines12061286] [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: 04/26/2024] [Revised: 06/04/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024] Open
Abstract
Anaplastic thyroid cancer (ATC) is a rare but highly aggressive malignancy characterized by advanced disease at diagnosis and a poor prognosis. Despite multimodal therapeutic approaches that include surgery, radiotherapy, and chemotherapy, an optimal treatment strategy remains elusive. Current developments in targeted therapies and immunotherapy offer promising avenues for improved outcomes, particularly for BRAF-mutant patients. However, challenges remain regarding overcoming drug resistance and developing effective treatments for BRAF-wild-type tumors. This comprehensive review examines the clinical and biological features of ATC, outlines the current standards of care, and discusses recent developments with a focus on the evolving role of radiotherapy. Moreover, it emphasizes the necessity of a multidisciplinary approach and highlights the urgent need for further research to better understand ATC pathogenesis and identify new therapeutic targets. Collaborative efforts, including large-scale clinical trials, are essential for translating these findings into improved patient outcomes.
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Affiliation(s)
- Kazumasa Sekihara
- Cancer Biology Division, Kanagawa Cancer Center Research Institute, Yokohama 2418515, Japan; (K.S.); (S.T.); (N.S.)
- Biospecimen Center, Kanagawa Cancer Center, Yokohama 2418515, Japan
| | - Hidetomo Himuro
- Division of Cancer Immunotherapy, Kanagawa Cancer Center Research Institute, Yokohama 2418515, Japan; (H.H.); (T.S.)
- Department of Radiation Oncology, Kanagawa Cancer Center, Yokohama 2418515, Japan
| | - Soji Toda
- Cancer Biology Division, Kanagawa Cancer Center Research Institute, Yokohama 2418515, Japan; (K.S.); (S.T.); (N.S.)
- Department of Breast and Thyroid Surgery, Yokohama City University Medical Center, Yokohama 2320024, Japan
| | - Nao Saito
- Cancer Biology Division, Kanagawa Cancer Center Research Institute, Yokohama 2418515, Japan; (K.S.); (S.T.); (N.S.)
- Biospecimen Center, Kanagawa Cancer Center, Yokohama 2418515, Japan
| | - Ryoichi Hirayama
- Department of Charged Particle Therapy Research, QST Hospital, National Institutes for Quantum Science and Technology, Chiba 2638555, Japan;
| | - Nobuyasu Suganuma
- Department of Surgery, Yokohama City University, Yokohama 2360004, Japan;
| | - Tetsuro Sasada
- Division of Cancer Immunotherapy, Kanagawa Cancer Center Research Institute, Yokohama 2418515, Japan; (H.H.); (T.S.)
| | - Daisuke Hoshino
- Cancer Biology Division, Kanagawa Cancer Center Research Institute, Yokohama 2418515, Japan; (K.S.); (S.T.); (N.S.)
- Biospecimen Center, Kanagawa Cancer Center, Yokohama 2418515, Japan
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15
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Jiang J, Jiang L, Maldonato BJ, Wang Y, Holderfield M, Aronchik I, Winters IP, Salman Z, Blaj C, Menard M, Brodbeck J, Chen Z, Wei X, Rosen MJ, Gindin Y, Lee BJ, Evans JW, Chang S, Wang Z, Seamon KJ, Parsons D, Cregg J, Marquez A, Tomlinson AC, Yano JK, Knox JE, Quintana E, Aguirre AJ, Arbour KC, Reed A, Gustafson WC, Gill AL, Koltun ES, Wildes D, Smith JA, Wang Z, Singh M. Translational and Therapeutic Evaluation of RAS-GTP Inhibition by RMC-6236 in RAS-Driven Cancers. Cancer Discov 2024; 14:994-1017. [PMID: 38593348 PMCID: PMC11149917 DOI: 10.1158/2159-8290.cd-24-0027] [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: 01/19/2024] [Revised: 03/09/2024] [Accepted: 03/19/2024] [Indexed: 04/11/2024]
Abstract
RAS-driven cancers comprise up to 30% of human cancers. RMC-6236 is a RAS(ON) multi-selective noncovalent inhibitor of the active, GTP-bound state of both mutant and wild-type variants of canonical RAS isoforms with broad therapeutic potential for the aforementioned unmet medical need. RMC-6236 exhibited potent anticancer activity across RAS-addicted cell lines, particularly those harboring mutations at codon 12 of KRAS. Notably, oral administration of RMC-6236 was tolerated in vivo and drove profound tumor regressions across multiple tumor types in a mouse clinical trial with KRASG12X xenograft models. Translational PK/efficacy and PK/PD modeling predicted that daily doses of 100 mg and 300 mg would achieve tumor control and objective responses, respectively, in patients with RAS-driven tumors. Consistent with this, we describe here objective responses in two patients (at 300 mg daily) with advanced KRASG12X lung and pancreatic adenocarcinoma, respectively, demonstrating the initial activity of RMC-6236 in an ongoing phase I/Ib clinical trial (NCT05379985). SIGNIFICANCE The discovery of RMC-6236 enables the first-ever therapeutic evaluation of targeted and concurrent inhibition of canonical mutant and wild-type RAS-GTP in RAS-driven cancers. We demonstrate that broad-spectrum RAS-GTP inhibition is tolerable at exposures that induce profound tumor regressions in preclinical models of, and in patients with, such tumors. This article is featured in Selected Articles from This Issue, p. 897.
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Affiliation(s)
| | - Lingyan Jiang
- Revolution Medicines, Inc., Redwood City, California
| | | | - Yingyun Wang
- Revolution Medicines, Inc., Redwood City, California
| | | | - Ida Aronchik
- Revolution Medicines, Inc., Redwood City, California
| | - Ian P. Winters
- Revolution Medicines, Inc., Redwood City, California
- D2G Oncology, Inc., Mountain View, California
| | - Zeena Salman
- Revolution Medicines, Inc., Redwood City, California
| | - Cristina Blaj
- Revolution Medicines, Inc., Redwood City, California
| | - Marie Menard
- Revolution Medicines, Inc., Redwood City, California
| | - Jens Brodbeck
- Revolution Medicines, Inc., Redwood City, California
| | - Zhe Chen
- Revolution Medicines, Inc., Redwood City, California
| | - Xing Wei
- Revolution Medicines, Inc., Redwood City, California
| | | | | | - Bianca J. Lee
- Revolution Medicines, Inc., Redwood City, California
| | | | | | - Zhican Wang
- Revolution Medicines, Inc., Redwood City, California
| | | | - Dylan Parsons
- Revolution Medicines, Inc., Redwood City, California
| | - James Cregg
- Revolution Medicines, Inc., Redwood City, California
| | - Abby Marquez
- Revolution Medicines, Inc., Redwood City, California
| | | | - Jason K. Yano
- Revolution Medicines, Inc., Redwood City, California
| | - John E. Knox
- Revolution Medicines, Inc., Redwood City, California
| | - Elsa Quintana
- Revolution Medicines, Inc., Redwood City, California
| | - Andrew J. Aguirre
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | - Kathryn C. Arbour
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Abby Reed
- The Christ Hospital Cancer Center, Cincinnati, Ohio
| | | | | | | | - David Wildes
- Revolution Medicines, Inc., Redwood City, California
| | | | | | - Mallika Singh
- Revolution Medicines, Inc., Redwood City, California
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16
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Alawieh D, Cysique-Foinlan L, Willekens C, Renneville A. RAS mutations in myeloid malignancies: revisiting old questions with novel insights and therapeutic perspectives. Blood Cancer J 2024; 14:72. [PMID: 38658558 PMCID: PMC11043080 DOI: 10.1038/s41408-024-01054-2] [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] [Received: 02/27/2024] [Revised: 04/11/2024] [Accepted: 04/12/2024] [Indexed: 04/26/2024] Open
Abstract
NRAS and KRAS activating point mutations are present in 10-30% of myeloid malignancies and are often associated with a proliferative phenotype. RAS mutations harbor allele-specific structural and biochemical properties depending on the hotspot mutation, contributing to variable biological consequences. Given their subclonal nature in most myeloid malignancies, their clonal architecture, and patterns of cooperativity with other driver genetic alterations may potentially have a direct, causal influence on the prognosis and treatment of myeloid malignancies. RAS mutations overall tend to be associated with poor clinical outcome in both chronic and acute myeloid malignancies. Several recent prognostic scoring systems have incorporated RAS mutational status. While RAS mutations do not always act as independent prognostic factors, they significantly influence disease progression and survival. However, their clinical significance depends on the type of mutation, disease context, and treatment administered. Recent evidence also indicates that RAS mutations drive resistance to targeted therapies, particularly FLT3, IDH1/2, or JAK2 inhibitors, as well as the venetoclax-azacitidine combination. The investigation of novel therapeutic strategies and combinations that target multiple axes within the RAS pathway, encompassing both upstream and downstream components, is an active field of research. The success of direct RAS inhibitors in patients with solid tumors has brought renewed optimism that this progress will be translated to patients with hematologic malignancies. In this review, we highlight key insights on RAS mutations across myeloid malignancies from the past decade, including their prevalence and distribution, cooperative genetic events, clonal architecture and dynamics, prognostic implications, and therapeutic targeting.
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Affiliation(s)
- Dana Alawieh
- INSERM U1287, Gustave Roussy, Paris-Saclay University, Villejuif, France
| | - Leila Cysique-Foinlan
- INSERM U1287, Gustave Roussy, Paris-Saclay University, Villejuif, France
- Department of Hematology, Gustave Roussy, Villejuif, France
| | - Christophe Willekens
- INSERM U1287, Gustave Roussy, Paris-Saclay University, Villejuif, France
- Department of Hematology, Gustave Roussy, Villejuif, France
| | - Aline Renneville
- INSERM U1287, Gustave Roussy, Paris-Saclay University, Villejuif, France.
- Department of Medical Biology and Pathology, Gustave Roussy, Villejuif, France.
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17
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Pothuraju R, Khan I, Jain M, Bouvet M, Malafa M, Roy HK, Kumar S, Batra SK. Colorectal cancer murine models: Initiation to metastasis. Cancer Lett 2024; 587:216704. [PMID: 38360138 PMCID: PMC11257378 DOI: 10.1016/j.canlet.2024.216704] [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: 10/23/2023] [Revised: 01/31/2024] [Accepted: 02/01/2024] [Indexed: 02/17/2024]
Abstract
Despite significant advancements in prevention and treatment, colorectal cancer (CRC) remains the third leading cause of cancer-related deaths. Animal models, including xenografts, syngeneic, and genetically engineered, have emerged as indispensable tools in cancer research. These models offer a valuable platform to address critical questions regarding molecular pathogenesis and test therapeutic interventions before moving on to clinical trials. Advancements in CRC animal models have also facilitated the advent of personalized and precision medicine. Patient-derived xenografts and genetically engineered mice that mirror features of human tumors allow for tailoring treatments to specific CRC subtypes, improving treatment outcomes and quality of life. To overcome the limitations of individual model systems, recent studies have employed a multi-modal approach, combining different animal models, 3D organoids, and in vitro studies. This integrative approach provides a comprehensive understanding of CRC biology, including the tumor microenvironment and therapeutic responses, driving the development of more effective and personalized therapeutic interventions. This review discusses the animal models used for CRC research, including recent advancements and limitations of these animal models.
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Affiliation(s)
- Ramesh Pothuraju
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE-68198, USA; Cancer Research Program, Rajiv Gandhi Centre for Biotechnology, Thiruvananthapuram, 695014, Kerala, India
| | - Imran Khan
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE-68198, USA
| | - Maneesh Jain
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE-68198, USA; Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE-68198, USA
| | - Michael Bouvet
- Department of Surgery, University of California San Diego, California, USA
| | - Mokenge Malafa
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | - Hemant K Roy
- Department of Medicine, Baylor College of Medicine, Houston, TX-77030, USA
| | - Sushil Kumar
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE-68198, USA; Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE-68198, USA.
| | - Surinder K Batra
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE-68198, USA; Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE-68198, USA; Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE-68198, USA.
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18
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Iida N, Muranaka Y, Park JW, Sekine S, Copeland NG, Jenkins NA, Shiraishi Y, Oshima M, Takeda H. Sleeping Beauty transposon mutagenesis in mouse intestinal organoids identifies genes involved in tumor progression and metastasis. Cancer Gene Ther 2024; 31:527-536. [PMID: 38177308 DOI: 10.1038/s41417-023-00723-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 12/14/2023] [Accepted: 12/19/2023] [Indexed: 01/06/2024]
Abstract
To identify genes important for colorectal cancer (CRC) development and metastasis, we established a new metastatic mouse organoid model using Sleeping Beauty (SB) transposon mutagenesis. Intestinal organoids derived from mice carrying actively mobilizing SB transposons, an activating KrasG12D, and an inactivating ApcΔ716 allele, were transplanted to immunodeficient mice. While 66.7% of mice developed primary tumors, 7.6% also developed metastatic tumors. Analysis of SB insertion sites in tumors identified numerous candidate cancer genes (CCGs) identified previously in intestinal SB screens performed in vivo, in addition to new CCGs, such as Slit2 and Atxn1. Metastatic tumors from the same mouse were clonally related to each other and to primary tumors, as evidenced by the transposon insertion site. To provide functional validation, we knocked out Slit2, Atxn1, and Cdkn2a in mouse tumor organoids and transplanted to mice. Tumor development was promoted when these gene were knocked out, demonstrating that these are potent tumor suppressors. Cdkn2a knockout cells also metastasized to the liver in 100% of the mice, demonstrating that Cdkn2a loss confers metastatic ability. Our organoid model thus provides a new approach that can be used to understand the evolutionary forces driving CRC metastasis and a rich resource to uncover CCGs promoting CRC.
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Affiliation(s)
- Naoko Iida
- Division of Genome Analysis Platform Development, National Cancer Center Research Institute, Tokyo, Japan
| | - Yukari Muranaka
- Laboratory of Molecular Genetics, National Cancer Center Research Institute, Tokyo, Japan
| | - Jun Won Park
- Division of Biomedical Convergence, College of Biomedical Science, Kang-won National University, Chuncheon-si, Republic of Korea
| | - Shigeki Sekine
- Division of Molecular Pathology, National Cancer Center Research Institute, Tokyo, Japan
| | - Neal G Copeland
- Genetics Department, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Nancy A Jenkins
- Genetics Department, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yuichi Shiraishi
- Division of Genome Analysis Platform Development, National Cancer Center Research Institute, Tokyo, Japan
| | - Masanobu Oshima
- Division of Genetics, Cancer Research Institute, Kanazawa University, Ishikawa, Japan
- Nano-Life Science Institute, Kanazawa University, Ishikawa, Japan
| | - Haruna Takeda
- Laboratory of Molecular Genetics, National Cancer Center Research Institute, Tokyo, Japan.
- Cancer genes and genomes unit, Cancer Research Institute, Kanazawa University, Ishikawa, Japan.
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19
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Najumudeen AK, Fey SK, Millett LM, Ford CA, Gilroy K, Gunduz N, Ridgway RA, Anderson E, Strathdee D, Clark W, Nixon C, Morton JP, Campbell AD, Sansom OJ. KRAS allelic imbalance drives tumour initiation yet suppresses metastasis in colorectal cancer in vivo. Nat Commun 2024; 15:100. [PMID: 38168062 PMCID: PMC10762264 DOI: 10.1038/s41467-023-44342-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Accepted: 12/09/2023] [Indexed: 01/05/2024] Open
Abstract
Oncogenic KRAS mutations are well-described functionally and are known to drive tumorigenesis. Recent reports describe a significant prevalence of KRAS allelic imbalances or gene dosage changes in human cancers, including loss of the wild-type allele in KRAS mutant cancers. However, the role of wild-type KRAS in tumorigenesis and therapeutic response remains elusive. We report an in vivo murine model of colorectal cancer featuring deletion of wild-type Kras in the context of oncogenic Kras. Deletion of wild-type Kras exacerbates oncogenic KRAS signalling through MAPK and thus drives tumour initiation. Absence of wild-type Kras potentiates the oncogenic effect of KRASG12D, while incidentally inducing sensitivity to inhibition of MEK1/2. Importantly, loss of the wild-type allele in aggressive models of KRASG12D-driven CRC significantly alters tumour progression, and suppresses metastasis through modulation of the immune microenvironment. This study highlights the critical role for wild-type Kras upon tumour initiation, progression and therapeutic response in Kras mutant CRC.
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Affiliation(s)
- Arafath K Najumudeen
- Cancer Research UK Scotland Institute, Glasgow, UK.
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland.
| | - Sigrid K Fey
- Cancer Research UK Scotland Institute, Glasgow, UK
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Laura M Millett
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | | | | | - Nuray Gunduz
- Cancer Research UK Scotland Institute, Glasgow, UK
| | | | - Eve Anderson
- Cancer Research UK Scotland Institute, Glasgow, UK
| | | | | | - Colin Nixon
- Cancer Research UK Scotland Institute, Glasgow, UK
| | - Jennifer P Morton
- Cancer Research UK Scotland Institute, Glasgow, UK
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | | | - Owen J Sansom
- Cancer Research UK Scotland Institute, Glasgow, UK.
- School of Cancer Sciences, University of Glasgow, Glasgow, UK.
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20
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Chakraborty J, Chakraborty S, Chakraborty S, Narayan MN. Entanglement of MAPK pathways with gene expression and its omnipresence in the etiology for cancer and neurodegenerative disorders. BIOCHIMICA ET BIOPHYSICA ACTA. GENE REGULATORY MECHANISMS 2023; 1866:194988. [PMID: 37739217 DOI: 10.1016/j.bbagrm.2023.194988] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 09/14/2023] [Accepted: 09/18/2023] [Indexed: 09/24/2023]
Abstract
Mitogen Activated Protein Kinase (MAPK) is one of the most well characterized cellular signaling pathways that controls fundamental cellular processes including proliferation, differentiation, and apoptosis. These cellular functions are consequences of transcription of regulatory genes that are influenced and regulated by the MAP-Kinase signaling cascade. MAP kinase components such as Receptor Tyrosine Kinases (RTKs) sense external cues or ligands and transmit these signals via multiple protein complexes such as RAS-RAF, MEK, and ERKs and eventually modulate the transcription factors inside the nucleus to induce transcription and other regulatory functions. Aberrant activation, dysregulation of this signaling pathway, and genetic alterations in any of these components results in the developmental disorders, cancer, and neurodegenerative disorders. Over the years, the MAPK pathway has been a prime pharmacological target, to treat complex human disorders that are genetically linked such as cancer, Alzheimer's disease, Parkinson's disease, and amyotrophic lateral sclerosis. The current review re-visits the mechanism of MAPK pathways in gene expression regulation. Further, a current update on the progress of the mechanistic understanding of MAPK components is discussed from a disease perspective.
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Affiliation(s)
- Joydeep Chakraborty
- Institute for Advancing Health through Agriculture, Texas A&M Agrilife, College Station, TX, USA
| | - Sayan Chakraborty
- Department of Anesthesiology, Weill Cornell School of Medicine, New York, USA
| | - Sohag Chakraborty
- Human Oncology & Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, New York, USA
| | - Mahesh N Narayan
- Department of Chemistry and Biochemistry, University of Texas, El Paso, TX, USA.
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21
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Shimomura K, Hattori N, Iida N, Muranaka Y, Sato K, Shiraishi Y, Arai Y, Hama N, Shibata T, Narushima D, Kato M, Takamaru H, Okamoto K, Takeda H. Sleeping Beauty transposon mutagenesis identified genes and pathways involved in inflammation-associated colon tumor development. Nat Commun 2023; 14:6514. [PMID: 37845228 PMCID: PMC10579371 DOI: 10.1038/s41467-023-42228-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 09/29/2023] [Indexed: 10/18/2023] Open
Abstract
Chronic inflammation promotes development and progression of colorectal cancer (CRC). To comprehensively understand the molecular mechanisms underlying the development and progression of inflamed CRC, we perform in vivo screening and identify 142 genes that are frequently mutated in inflammation-associated colon tumors. These genes include senescence and TGFβ-activin signaling genes. We find that TNFα can induce stemness and activate senescence signaling by enhancing cell plasticity in colonic epithelial cells, which could act as a selective pressure to mutate senescence-related genes in inflammation-associated colonic tumors. Furthermore, we show the efficacy of the Cdk4/6 inhibitor in vivo for inflammation-associated colonic tumors. Finally, we functionally validate that Arhgap5 and Mecom are tumor suppressor genes, providing possible therapeutic targets for CRC. Thus, we demonstrate the importance of the inactivation of senescence pathways in CRC development and progression in an inflammatory microenvironment, which can help progress toward precision medicine.
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Affiliation(s)
- Kana Shimomura
- The Laboratory of Molecular Genetics, National Cancer Center Research Institute, Tokyo, Japan
| | - Naoko Hattori
- Division of Epigenomics, National Cancer Center Research Institute, Tokyo, Japan
- Department of Epigenomics, Institute for Advanced Life Sciences, Hoshi University, Tokyo, Japan
| | - Naoko Iida
- Division of Genome Analysis Platform Development, National Cancer Center Research Institute, Tokyo, Japan
| | - Yukari Muranaka
- The Laboratory of Molecular Genetics, National Cancer Center Research Institute, Tokyo, Japan
| | - Kotomi Sato
- The Laboratory of Molecular Genetics, National Cancer Center Research Institute, Tokyo, Japan
| | - Yuichi Shiraishi
- Division of Genome Analysis Platform Development, National Cancer Center Research Institute, Tokyo, Japan
| | - Yasuhito Arai
- Division of Cancer Genomics, National Cancer Center Research Institute, Tokyo, Japan
| | - Natsuko Hama
- Division of Cancer Genomics, National Cancer Center Research Institute, Tokyo, Japan
| | - Tatsuhiro Shibata
- Division of Cancer Genomics, National Cancer Center Research Institute, Tokyo, Japan
| | - Daichi Narushima
- Division of Bioinformatics, National Cancer Center Research Institute, Tokyo, Japan
| | - Mamoru Kato
- Division of Bioinformatics, National Cancer Center Research Institute, Tokyo, Japan
| | | | - Koji Okamoto
- Advanced Comprehensive Research Organization, Teikyo University, Tokyo, Japan
| | - Haruna Takeda
- The Laboratory of Molecular Genetics, National Cancer Center Research Institute, Tokyo, Japan.
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22
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Yang MH, Tran TH, Hunt B, Agnor R, Johnson CW, Shui B, Waybright TJ, Nowak JA, Stephen AG, Simanshu DK, Haigis KM. Allosteric Regulation of Switch-II Domain Controls KRAS Oncogenicity. Cancer Res 2023; 83:3176-3183. [PMID: 37556505 PMCID: PMC10592143 DOI: 10.1158/0008-5472.can-22-3210] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 06/19/2023] [Accepted: 08/04/2023] [Indexed: 08/11/2023]
Abstract
RAS proteins are GTPases that regulate a wide range of cellular processes. RAS activity is dependent on its nucleotide-binding status, which is modulated by guanine nucleotide exchange factors (GEF) and GTPase-activating proteins (GAP). KRAS can be acetylated at lysine 104 (K104), and an acetylation-mimetic mutation of K104 to glutamine (K104Q) attenuates the in vitro-transforming capacity of oncogenic KRAS by interrupting GEF-induced nucleotide exchange. To assess the effect of this mutation in vivo, we used CRISPR-Cas9 to generate mouse models carrying the K104Q point mutation in wild-type and conditional KrasLSL-G12D alleles. Homozygous animals for K104Q were viable, fertile, and arose at the expected Mendelian frequency, indicating that K104Q is not a complete loss-of-function mutation. Consistent with our previous findings from in vitro studies, however, the oncogenic activity of KRASG12D was significantly attenuated by mutation at K104. Biochemical and structural analysis indicated that the G12D and K104Q mutations cooperate to suppress GEF-mediated nucleotide exchange, explaining the preferential effect of K104Q on oncogenic KRAS. Furthermore, K104 functioned in an allosteric network with M72, R73, and G75 on the α2 helix of the switch-II region. Intriguingly, point mutation of glycine 75 to alanine (G75A) also showed a strong negative regulatory effect on KRASG12D. These data demonstrate that lysine at position 104 is critical for the full oncogenic activity of mutant KRAS and suggest that modulating the sites in its allosteric network may provide a unique therapeutic approach in cancers expressing mutant KRAS. SIGNIFICANCE An allosteric network formed by interaction between lysine 104 and residues in the switch-II domain is required for KRAS oncogenicity, which could be exploited for developing inhibitors of the activated oncoprotein.
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Affiliation(s)
- Moon Hee Yang
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Medicine, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Timothy H. Tran
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, MD, USA
| | - Bethany Hunt
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Rebecca Agnor
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Christian W. Johnson
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Medicine, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Bing Shui
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Medicine, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Timothy J. Waybright
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, MD, USA
| | - Jonathan A. Nowak
- Department of Pathology, Brigham & Women’s Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Andrew G. Stephen
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, MD, USA
| | - Dhirendra K. Simanshu
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, MD, USA
| | - Kevin M. Haigis
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Medicine, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
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23
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Stalnecker CA, Der CJ. KRAS regulation of miRNA: Stepping on the brake to go faster. Mol Cell 2023; 83:2390-2392. [PMID: 37478822 PMCID: PMC11301403 DOI: 10.1016/j.molcel.2023.06.029] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 06/23/2023] [Accepted: 06/23/2023] [Indexed: 07/23/2023]
Abstract
In this issue of Molecular Cell, Shui et al.1 use a systems biology approach to unravel a paradoxical role of microRNA in oncogenic KrasG12D regulation of gene and protein expression.
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Affiliation(s)
- Clint A Stalnecker
- University of North Carolina at Chapel Hill, Department of Pharmacology, Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599, USA.
| | - Channing J Der
- University of North Carolina at Chapel Hill, Department of Pharmacology, Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599, USA.
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24
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Shui B, Beyett TS, Chen Z, Li X, La Rocca G, Gazlay WM, Eck MJ, Lau KS, Ventura A, Haigis KM. Oncogenic K-Ras suppresses global miRNA function. Mol Cell 2023; 83:2509-2523.e13. [PMID: 37402366 PMCID: PMC10527862 DOI: 10.1016/j.molcel.2023.06.008] [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: 11/02/2022] [Revised: 05/05/2023] [Accepted: 06/05/2023] [Indexed: 07/06/2023]
Abstract
K-Ras frequently acquires gain-of-function mutations (K-RasG12D being the most common) that trigger significant transcriptomic and proteomic changes to drive tumorigenesis. Nevertheless, oncogenic K-Ras-induced dysregulation of post-transcriptional regulators such as microRNAs (miRNAs) during oncogenesis is poorly understood. Here, we report that K-RasG12D promotes global suppression of miRNA activity, resulting in the upregulation of hundreds of targets. We constructed a comprehensive profile of physiological miRNA targets in mouse colonic epithelium and tumors expressing K-RasG12D using Halo-enhanced Argonaute pull-down. Combining this with parallel datasets of chromatin accessibility, transcriptome, and proteome, we uncovered that K-RasG12D suppressed the expression of Csnk1a1 and Csnk2a1, subsequently decreasing Ago2 phosphorylation at Ser825/829/832/835. Hypo-phosphorylated Ago2 increased binding to mRNAs while reducing its activity to repress miRNA targets. Our findings connect a potent regulatory mechanism of global miRNA activity to K-Ras in a pathophysiological context and provide a mechanistic link between oncogenic K-Ras and the post-transcriptional upregulation of miRNA targets.
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Affiliation(s)
- Bing Shui
- Department of Cancer Biology, Dana Farber Cancer Institute, Boston, MA 02215, USA; Department of Medicine, Brigham & Women's Hospital and Harvard Medical School, Boston, MA 02215, USA; Program in Biological and Biomedical Sciences, Division of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Tyler S Beyett
- Department of Cancer Biology, Dana Farber Cancer Institute, Boston, MA 02215, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Zhengyi Chen
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Chemical and Physical Biology Program, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Xiaoyi Li
- Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Louis V. Gerstner Jr. Graduate School of Biomedical Sciences, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Gaspare La Rocca
- Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - William M Gazlay
- Department of Cancer Biology, Dana Farber Cancer Institute, Boston, MA 02215, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA; Department of Chemistry, University of Massachusetts Boston, Boston, MA 02125, USA
| | - Michael J Eck
- Department of Cancer Biology, Dana Farber Cancer Institute, Boston, MA 02215, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Ken S Lau
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Chemical and Physical Biology Program, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Andrea Ventura
- Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Kevin M Haigis
- Department of Cancer Biology, Dana Farber Cancer Institute, Boston, MA 02215, USA; Department of Medicine, Brigham & Women's Hospital and Harvard Medical School, Boston, MA 02215, USA; Harvard Digestive Disease Center, Harvard Medical School, Boston, MA 02215, USA.
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25
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Abstract
Mouse models of colorectal cancer (CRC) have been crucial in the identification of the role of genes responsible for the full range of pathology of the human disease and have proved to be dependable for testing anti-cancer drugs. Recent research points toward the relevance of tumor, angiogenic, and immune microenvironments in CRC progression to late-stage disease, as well as the treatment of it. This study examines important mouse models in CRC, discussing inherent strengths and weaknesses disclosed during their construction. It endeavors to provide both a synopsis of previous work covering how investigators have defined various models and to evaluate critically how researchers are most likely to use them in the future. Accumulated evidence regarding the metastatic process and the hope of using checkpoint inhibitors and immunological inhibitor therapies points to the need for a genetically engineered mouse model that is both immunocompetent and autochthonous.
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Affiliation(s)
- Melanie Haas Kucherlapati
- Department of Genetics, Harvard Medical School, Boston, MA, USA
- Department of Medicine, Division of Genetics, Brigham and Women’s Hospital, Boston, MA, USA
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26
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Liu C, Ye D, Yang H, Chen X, Su Z, Li X, Ding M, Liu Y. RAS-targeted cancer therapy: Advances in drugging specific mutations. MedComm (Beijing) 2023; 4:e285. [PMID: 37250144 PMCID: PMC10225044 DOI: 10.1002/mco2.285] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 04/06/2023] [Accepted: 04/18/2023] [Indexed: 05/31/2023] Open
Abstract
Rat sarcoma (RAS), as a frequently mutated oncogene, has been studied as an attractive target for treating RAS-driven cancers for over four decades. However, it is until the recent success of kirsten-RAS (KRAS)G12C inhibitor that RAS gets rid of the title "undruggable". It is worth noting that the therapeutic effect of KRASG12C inhibitors on different RAS allelic mutations or even different cancers with KRASG12C varies significantly. Thus, deep understanding of the characteristics of each allelic RAS mutation will be a prerequisite for developing new RAS inhibitors. In this review, the structural and biochemical features of different RAS mutations are summarized and compared. Besides, the pathological characteristics and treatment responses of different cancers carrying RAS mutations are listed based on clinical reports. In addition, the development of RAS inhibitors, either direct or indirect, that target the downstream components in RAS pathway is summarized as well. Hopefully, this review will broaden our knowledge on RAS-targeting strategies and trigger more intensive studies on exploiting new RAS allele-specific inhibitors.
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Affiliation(s)
- Cen Liu
- Beijing University of Chinese MedicineBeijingChina
| | - Danyang Ye
- Beijing University of Chinese MedicineBeijingChina
| | - Hongliu Yang
- Beijing University of Chinese MedicineBeijingChina
| | - Xu Chen
- Beijing University of Chinese MedicineBeijingChina
| | - Zhijun Su
- Beijing University of Chinese MedicineBeijingChina
| | - Xia Li
- Institute of Genetics and Developmental BiologyChinese Academy of SciencesBeijingChina
| | - Mei Ding
- Institute of Genetics and Developmental BiologyChinese Academy of SciencesBeijingChina
| | - Yonggang Liu
- Beijing University of Chinese MedicineBeijingChina
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27
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Yin G, Huang J, Petela J, Jiang H, Zhang Y, Gong S, Wu J, Liu B, Shi J, Gao Y. Targeting small GTPases: emerging grasps on previously untamable targets, pioneered by KRAS. Signal Transduct Target Ther 2023; 8:212. [PMID: 37221195 DOI: 10.1038/s41392-023-01441-4] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 03/28/2023] [Accepted: 04/14/2023] [Indexed: 05/25/2023] Open
Abstract
Small GTPases including Ras, Rho, Rab, Arf, and Ran are omnipresent molecular switches in regulating key cellular functions. Their dysregulation is a therapeutic target for tumors, neurodegeneration, cardiomyopathies, and infection. However, small GTPases have been historically recognized as "undruggable". Targeting KRAS, one of the most frequently mutated oncogenes, has only come into reality in the last decade due to the development of breakthrough strategies such as fragment-based screening, covalent ligands, macromolecule inhibitors, and PROTACs. Two KRASG12C covalent inhibitors have obtained accelerated approval for treating KRASG12C mutant lung cancer, and allele-specific hotspot mutations on G12D/S/R have been demonstrated as viable targets. New methods of targeting KRAS are quickly evolving, including transcription, immunogenic neoepitopes, and combinatory targeting with immunotherapy. Nevertheless, the vast majority of small GTPases and hotspot mutations remain elusive, and clinical resistance to G12C inhibitors poses new challenges. In this article, we summarize diversified biological functions, shared structural properties, and complex regulatory mechanisms of small GTPases and their relationships with human diseases. Furthermore, we review the status of drug discovery for targeting small GTPases and the most recent strategic progress focused on targeting KRAS. The discovery of new regulatory mechanisms and development of targeting approaches will together promote drug discovery for small GTPases.
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Affiliation(s)
- Guowei Yin
- The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, 518107, China.
| | - Jing Huang
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China
| | - Johnny Petela
- Wake Forest University School of Medicine, Winston-Salem, NC, 27101, USA
| | - Hongmei Jiang
- The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, 518107, China
| | - Yuetong Zhang
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China
| | - Siqi Gong
- The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, 518107, China
- School of Medicine, Sun Yat-Sen University, Shenzhen, 518107, China
| | - Jiaxin Wu
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China
| | - Bei Liu
- National Biomedical Imaging Center, School of Future Technology, Peking University, Beijing, 100871, China
| | - Jianyou Shi
- Department of Pharmacy, Personalized Drug Therapy Key Laboratory of Sichuan Province, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology, Chengdu, 610072, China.
| | - Yijun Gao
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China.
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28
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Spaander MCW, Zauber AG, Syngal S, Blaser MJ, Sung JJ, You YN, Kuipers EJ. Young-onset colorectal cancer. Nat Rev Dis Primers 2023; 9:21. [PMID: 37105987 PMCID: PMC10589420 DOI: 10.1038/s41572-023-00432-7] [Citation(s) in RCA: 111] [Impact Index Per Article: 55.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/24/2023] [Indexed: 04/29/2023]
Abstract
In the past decades the incidence of colorectal cancer (CRC) in people under the age of 50 years has increased, which is referred to as early-onset CRC or young-onset CRC (YO-CRC). YO-CRC is expected to account for 11% of colon cancers and 23% of rectal cancers by 2030. This trend is observed in different parts of the world and in both men and women. In 20% of patients with YO-CRC, a hereditary cancer syndrome is found as the underlying cause; however, in the majority of patients no genetic predisposition is present. Beginning in the 1950s, major changes in lifestyle such as antibiotic use, low physical activity and obesity have affected the gut microbiome and may be an important factor in YO-CRC development. Owing to a lack of screening, patients with YO-CRC are often diagnosed with advanced-stage disease. Long-term treatment-related complications should be taken into account in these younger patients, making the more traditional sequential approaches of drug therapy not always the most appropriate option. To better understand the underlying mechanism and define relationships between environmental factors and YO-CRC development, long-term prospective studies are needed with lifestyle data collected from childhood.
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Affiliation(s)
- Manon C W Spaander
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center/Erasmus MC Cancer Institute, Rotterdam, Netherlands.
| | - Ann G Zauber
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sapna Syngal
- Brigham and Women's Hospital, Boston, MA, USA
- Dana Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Martin J Blaser
- Center for Advanced Biotechnology and Medicine, Rutgers University, Piscataway, NJ, USA
| | - Joseph J Sung
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Y Nancy You
- Department of Colon and Rectal Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ernst J Kuipers
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center/Erasmus MC Cancer Institute, Rotterdam, Netherlands
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29
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Okimoto K, Hirotsu Y, Arai M, Amemiya K, Akizue N, Ohta Y, Taida T, Saito K, Ohyama H, Matsumura T, Nishimura M, Matsushita K, Matsusaka K, Oyama T, Mochizuki H, Chiba T, Kato J, Ikeda J, Yokosuka O, Kato N, Omata M. Validity of pathological diagnosis for early colorectal cancer in genetic background. Cancer Med 2023; 12:8490-8498. [PMID: 36734304 PMCID: PMC10134368 DOI: 10.1002/cam4.5596] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 12/08/2022] [Accepted: 12/21/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND This study aimed to investigate the validity of pathological diagnosis of early CRC (E-CRC) from the genetic background by comparing data of E-CRC to colorectal adenoma (CRA) and The Cancer Genome Atlas (TCGA) on advanced CRC (AD-CRC). METHODS TCGA data on AD-CRC were studied in silico, whereas by next-generation sequencer, DNA target sequences were performed for endoscopically obtained CRA and E-CRC samples. Immunohistochemical staining of mismatch repair genes and methylation of MLH1 was also performed. The presence of oncogenic mutation according to OncoKB for the genes of the Wnt, MAPK, and cell-cycle-signaling pathways was compared among CRA, E-CRC, and AD-CRC. RESULTS The study included 22 CRA and 30 E-CRC lesions from the Chiba University Hospital and 212 AD-CRC lesions from TCGA data. Regarding the number of lesions with driver mutations in the Wnt and cell-cycle-signaling pathways, E-CRC was comparable to AD-CRC, but was significantly greater than CRA. CRA had significantly more lesions with a driver mutation for the Wnt signaling pathway only, versus E-CRC. CONCLUSIONS In conclusion, the definition of E-CRC according to the Japanese criteria had a different genetic profile from CRA and was more similar to AD-CRC. Based on the main pathway, it seemed reasonable to classify E-CRC as adenocarcinoma. The pathological diagnosis of E-CRC according to Japanese definition seemed to be valid from a genetic point of view.
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Affiliation(s)
- Kenichiro Okimoto
- Department of Gastroenterology, Graduate School of MedicineChiba UniversityChibaJapan
| | - Yosuke Hirotsu
- Genome Analysis CenterYamanashi Prefectural Central HospitalKofuJapan
| | - Makoto Arai
- Department of GastroenterologyTokyo Women's Medical University Yachiyo Medical CenterYachiyoJapan
| | - Kenji Amemiya
- Genome Analysis CenterYamanashi Prefectural Central HospitalKofuJapan
| | - Naoki Akizue
- Department of Gastroenterology, Graduate School of MedicineChiba UniversityChibaJapan
| | - Yuki Ohta
- Department of Gastroenterology, Graduate School of MedicineChiba UniversityChibaJapan
| | - Takashi Taida
- Department of Gastroenterology, Graduate School of MedicineChiba UniversityChibaJapan
| | - Keiko Saito
- Department of Gastroenterology, Graduate School of MedicineChiba UniversityChibaJapan
| | - Hiroshi Ohyama
- Department of Gastroenterology, Graduate School of MedicineChiba UniversityChibaJapan
| | - Tomoaki Matsumura
- Department of Gastroenterology, Graduate School of MedicineChiba UniversityChibaJapan
| | - Motoi Nishimura
- Division of Clinical Genetics and Proteomics, Department of Laboratory MedicineChiba University HospitalChibaJapan
| | - Kazuyuki Matsushita
- Division of Clinical Genetics and Proteomics, Department of Laboratory MedicineChiba University HospitalChibaJapan
| | - Keisuke Matsusaka
- Department of Molecular Pathology, Graduate School of MedicineChiba UniversityChibaJapan
| | - Toshio Oyama
- Department of PathologyYamanashi Central HospitalKofuJapan
| | - Hitoshi Mochizuki
- Genome Analysis CenterYamanashi Prefectural Central HospitalKofuJapan
| | - Tetsuhiro Chiba
- Department of Gastroenterology, Graduate School of MedicineChiba UniversityChibaJapan
| | - Jun Kato
- Department of Gastroenterology, Graduate School of MedicineChiba UniversityChibaJapan
| | - Jun‐ichiro Ikeda
- Department of Molecular Pathology, Graduate School of MedicineChiba UniversityChibaJapan
| | | | - Naoya Kato
- Department of Gastroenterology, Graduate School of MedicineChiba UniversityChibaJapan
| | - Masao Omata
- Genome Analysis CenterYamanashi Prefectural Central HospitalKofuJapan
- Tokyo UniversityTokyoJapan
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Kumar R, Mahmoud MM, Tashkandi HM, Haque S, Harakeh S, Ponnusamy K, Haider S. Combinatorial Network of Transcriptional and miRNA Regulation in Colorectal Cancer. Int J Mol Sci 2023; 24:ijms24065356. [PMID: 36982429 PMCID: PMC10048903 DOI: 10.3390/ijms24065356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 03/02/2023] [Accepted: 03/06/2023] [Indexed: 03/16/2023] Open
Abstract
Colorectal cancer is one of the leading causes of cancer-associated mortality across the worldwide. One of the major challenges in colorectal cancer is the understanding of the regulatory mechanisms of biological molecules. In this study, we aimed to identify novel key molecules in colorectal cancer by using a computational systems biology approach. We constructed the colorectal protein–protein interaction network which followed hierarchical scale-free nature. We identified TP53, CTNBB1, AKT1, EGFR, HRAS, JUN, RHOA, and EGF as bottleneck-hubs. The HRAS showed the largest interacting strength with functional subnetworks, having strong correlation with protein phosphorylation, kinase activity, signal transduction, and apoptotic processes. Furthermore, we constructed the bottleneck-hubs’ regulatory networks with their transcriptional (transcription factor) and post-transcriptional (miRNAs) regulators, which exhibited the important key regulators. We observed miR-429, miR-622, and miR-133b and transcription factors (EZH2, HDAC1, HDAC4, AR, NFKB1, and KLF4) regulates four bottleneck-hubs (TP53, JUN, AKT1 and EGFR) at the motif level. In future, biochemical investigation of the observed key regulators could provide further understanding about their role in the pathophysiology of colorectal cancer.
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Affiliation(s)
- Rupesh Kumar
- Department of Biotechnology, Jaypee Institute of Information Technology, A-10, Sector 62, Noida 201309, India;
| | - Maged Mostafa Mahmoud
- King Fahd Medical Research Center, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Department of Medical Laboratory Sciences, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Molecular Genetics and Enzymology Department, Human Genetics and Genome Research Institute, National Research Centre, Cairo 12622, Egypt
| | - Hanaa M. Tashkandi
- Department of General Surgery, Faculty of Medicine, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Shafiul Haque
- Research and Scientific Studies Unit, College of Nursing and Allied Health Sciences, Jazan University, Jazan 45142, Saudi Arabia
- Gilbert and Rose-Marie Chagoury School of Medicine, Lebanese American University, Beirut 13-5053, Lebanon
- Centre of Medical and Bio-Allied Health Sciences Research, Ajman University, Ajman P.O. Box 346, United Arab Emirates
| | - Steve Harakeh
- King Fahd Medical Research Center, and Yousef Abdullatif Jameel Chair of Prophetic Medicine Application, Faculty of Medicine, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Kalaiarasan Ponnusamy
- Biotechnology Division, National Centre for Disease Control, New Delhi 110054, India
- Correspondence: (K.P.); (S.H.)
| | - Shazia Haider
- Department of Biotechnology, Jaypee Institute of Information Technology, A-10, Sector 62, Noida 201309, India;
- Correspondence: (K.P.); (S.H.)
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31
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An N, Khan S, Imgruet MK, Jueng L, Gurbuxani S, McNerney ME. Oncogenic RAS promotes leukemic transformation of CUX1-deficient cells. Oncogene 2023; 42:881-893. [PMID: 36725889 PMCID: PMC10068965 DOI: 10.1038/s41388-023-02612-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 01/23/2023] [Accepted: 01/25/2023] [Indexed: 02/03/2023]
Abstract
-7/del(7q) is prevalent across subtypes of myeloid neoplasms. CUX1, located on 7q22, encodes a homeodomain-containing transcription factor, and, like -7/del(7q), CUX1 inactivating mutations independently carry a poor prognosis. As with loss of 7q, CUX1 mutations often occur early in disease pathogenesis. We reported that CUX1 deficiency causes myelodysplastic syndrome in mice but was insufficient to drive acute myeloid leukemia (AML). Given the known association between -7/del(7q) and RAS pathway mutations, we mined cancer genome databases and explicitly linked CUX1 mutations with oncogenic RAS mutations. To determine if activated RAS and CUX1 deficiency promote leukemogenesis, we generated mice bearing NrasG12D and CUX1-knockdown which developed AML, not seen in mice with either mutation alone. Oncogenic RAS imparts increased self-renewal on CUX1-deficient hematopoietic stem/progenitor cells (HSPCs). Reciprocally, CUX1 knockdown amplifies RAS signaling through reduction of negative regulators of RAS/PI3K signaling. Double mutant HSPCs were responsive to PIK3 or MEK inhibition. Similarly, low expression of CUX1 in primary AML samples correlates with sensitivity to the same inhibitors, suggesting a potential therapy for malignancies with CUX1 inactivation. This work demonstrates an unexpected convergence of an oncogene and tumor suppressor gene on the same pathway.
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Affiliation(s)
- Ningfei An
- Department of Pathology, The University of Chicago, Chicago, IL, USA
- Department of Pediatrics, Hematology/Oncology, The University of Chicago, Chicago, IL, USA
| | - Saira Khan
- Department of Pathology, The University of Chicago, Chicago, IL, USA
- Department of Pediatrics, Hematology/Oncology, The University of Chicago, Chicago, IL, USA
| | - Molly K Imgruet
- Department of Pathology, The University of Chicago, Chicago, IL, USA
- The University of Chicago Medicine Comprehensive Cancer Center, The University of Chicago, Chicago, IL, USA
| | - Lia Jueng
- Department of Pathology, The University of Chicago, Chicago, IL, USA
- Department of Pediatrics, Hematology/Oncology, The University of Chicago, Chicago, IL, USA
| | - Sandeep Gurbuxani
- Department of Pathology, The University of Chicago, Chicago, IL, USA
| | - Megan E McNerney
- Department of Pathology, The University of Chicago, Chicago, IL, USA.
- Department of Pediatrics, Hematology/Oncology, The University of Chicago, Chicago, IL, USA.
- The University of Chicago Medicine Comprehensive Cancer Center, The University of Chicago, Chicago, IL, USA.
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32
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Zhu Y, Xu N, Wu S, Luan Y, Ke H, Wu L, Li Y, Lu Y, Xing X, Tian N, Liu Q, Tong L, Hu L, Ji Y, Chen Z, Zhang P, Tong X. MEK1-dependent MondoA phosphorylation regulates glucose uptake in response to ketone bodies in colorectal cancer cells. Cancer Sci 2023; 114:961-975. [PMID: 36398713 PMCID: PMC9986092 DOI: 10.1111/cas.15667] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 11/06/2022] [Accepted: 11/15/2022] [Indexed: 11/19/2022] Open
Abstract
The Mondo family transcription factor MondoA plays a pivotal role in sensing metabolites, such as glucose, glutamine, and lactic acid, to regulate glucose metabolism and cell proliferation. Ketone bodies are important signals for reducing glucose uptake. However, it is unclear whether MondoA functions in ketone body-regulated glucose transport. Here we reported that ketone bodies promoted MondoA nuclear translocation and binding to the promoter of its target gene TXNIP. Ketone bodies reduced glucose uptake, increased apoptosis and decreased proliferation of colorectal cancer cells, which was impeded by MondoA knockdown. Moreover, we identified MEK1 as a novel component of the MondoA protein complex using a proteomic approach. Mechanistically, MEK1 interacted with MondoA and enhanced tyrosine 222, but not serine or threonine, phosphorylation of MondoA, inhibiting MondoA nuclear translocation and transcriptional activity. Ketone bodies decreased MEK1-dependent MondoA phosphorylation by blocking MondoA and MEK1 interaction, leading to MondoA nuclear translocation, TXNIP transcription, and inhibition of glucose uptake. Therefore, our study not only demonstrated that ketone bodies reduce glucose uptake, promote apoptosis, and inhibit cell proliferation in colorectal cancer cells by regulating MondoA phosphorylation but also identified MEK1-dependent phosphorylation as a new mechanism to manipulate MondoA activity.
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Affiliation(s)
- Yemin Zhu
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Nannan Xu
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Siming Wu
- Department of Clinical Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yu Luan
- Department of Clinical Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Huiyi Ke
- Department of Clinical Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lifang Wu
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yakui Li
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ying Lu
- Department of Biochemistry and Molecular Biology of School of Basic Medical Sciences, Shanghai Medical College of Fudan University, Shanghai, China
| | - Xindan Xing
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Na Tian
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Qi Liu
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lingfeng Tong
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lei Hu
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yingning Ji
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhangbing Chen
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ping Zhang
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xuemei Tong
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Shlyakhtina Y, Bloechl B, Portal MM. BdLT-Seq as a barcode decay-based method to unravel lineage-linked transcriptome plasticity. Nat Commun 2023; 14:1085. [PMID: 36841849 PMCID: PMC9968323 DOI: 10.1038/s41467-023-36744-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 02/14/2023] [Indexed: 02/26/2023] Open
Abstract
Cell plasticity is a core biological process underlying a myriad of molecular and cellular events taking place throughout organismal development and evolution. It has been postulated that cellular systems thrive to balance the organization of meta-stable states underlying this phenomenon, thereby maintaining a degree of populational homeostasis compatible with an ever-changing environment and, thus, life. Notably, albeit circumstantial evidence has been gathered in favour of the latter conceptual framework, a direct observation of meta-state dynamics and the biological consequences of such a process in generating non-genetic clonal diversity and divergent phenotypic output remains largely unexplored. To fill this void, here we develop a lineage-tracing technology termed Barcode decay Lineage Tracing-Seq. BdLT-Seq is based on episome-encoded molecular identifiers that, supported by the dynamic decay of the tracing information upon cell division, ascribe directionality to a cell lineage tree whilst directly coupling non-genetic molecular features to phenotypes in comparable genomic landscapes. We show that cell transcriptome states are both inherited, and dynamically reshaped following constrained rules encoded within the cell lineage in basal growth conditions, upon oncogene activation and throughout the process of reversible resistance to therapeutic cues thus adjusting phenotypic output leading to intra-clonal non-genetic diversity.
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Affiliation(s)
- Yelyzaveta Shlyakhtina
- Cell Plasticity & Epigenetics Lab, Cancer Research UK - Manchester Institute, The University of Manchester, SK10 4TG, Manchester, UK
| | - Bianca Bloechl
- Cell Plasticity & Epigenetics Lab, Cancer Research UK - Manchester Institute, The University of Manchester, SK10 4TG, Manchester, UK
| | - Maximiliano M Portal
- Cell Plasticity & Epigenetics Lab, Cancer Research UK - Manchester Institute, The University of Manchester, SK10 4TG, Manchester, UK.
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Hu Y, Zhai W, Tan D, Chen H, Zhang G, Tan X, Zheng Y, Gao W, Wei Y, Wu J, Yang X. Uncovering the effects and molecular mechanism of Astragalus membranaceus (Fisch.) Bunge and its bioactive ingredients formononetin and calycosin against colon cancer: An integrated approach based on network pharmacology analysis coupled with experimental validation and molecular docking. Front Pharmacol 2023; 14:1111912. [PMID: 36755950 PMCID: PMC9899812 DOI: 10.3389/fphar.2023.1111912] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 01/13/2023] [Indexed: 01/24/2023] Open
Abstract
Colon cancer is a highly malignant cancer with poor prognosis. Astragalus membranaceus (Fisch.) Bunge (Huang Qi in Chinese, HQ), a well-known Chinese herbal medicine and a popular food additive, possesses various biological functions and has been frequently used for clinical treatment of colon cancer. However, the underlying mechanism is not fully understood. Isoflavonoids, including formononetin (FMNT) and calycosin (CS), are the main bioactive ingredients isolated from HQ. Thus, this study aimed to explore the inhibitory effects and mechanism of HQ, FMNT and CS against colon cancer by using network pharmacology coupled with experimental validation and molecular docking. The network pharmacology analysis revealed that FMNT and CS exerted their anticarcinogenic actions against colon cancer by regulating multiple signaling molecules and pathways, including MAPK and PI3K-Akt signaling pathways. The experimental validation data showed that HQ, FMNT and CS significantly suppressed the viability and proliferation, and promoted the apoptosis in colon cancer Caco2 and HT-29 cells. HQ, FMNT and CS also markedly inhibited the migration of Caco2 and HT-29 cells, accompanied by a marked increase in E-cadherin expression, and a notable decrease in N-cadherin and Vimentin expression. In addition, HQ, FMNT and CS strikingly decreased the expression of ERK1/2 phosphorylation (p-ERK1/2) without marked change in total ERK1/2 expression. They also slightly downregulated the p-Akt expression without significant alteration in total Akt expression. Pearson correlation analysis showed a significant positive correlation between the inactivation of ERK1/2 signaling pathway and the HQ, FMNT and CS-induced suppression of colon cancer. The molecular docking results indicated that FMNT and CS had a strong binding affinity for the key molecules of ERK1/2 signaling pathway. Conclusively, HQ, FMNT and CS exerted good therapeutic effects against colon cancer by mainly inhibiting the ERK1/2 signaling pathway, suggesting that HQ, FMNT and CS could be useful supplements that may enhance chemotherapeutic outcomes and benefit colon cancer patients.
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Affiliation(s)
- Yu Hu
- Guangdong Provincial Key Laboratory of Translational Cancer Research of Chinese Medicines, Joint International Research Laboratory of Translational Cancer Research of Chinese Medicines, School of Pharmaceutical Sciences, International Institute for Translational Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Wenjuan Zhai
- Guangdong Provincial Key Laboratory of Translational Cancer Research of Chinese Medicines, Joint International Research Laboratory of Translational Cancer Research of Chinese Medicines, School of Pharmaceutical Sciences, International Institute for Translational Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Duanling Tan
- Key Laboratory of Molecular Target and Clinical Pharmacology and the State, NMPA Key Laboratory of Respiratory Disease, School of Pharmaceutical Sciences and The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou, China
| | - Haipeng Chen
- Guangdong Provincial Key Laboratory of Translational Cancer Research of Chinese Medicines, Joint International Research Laboratory of Translational Cancer Research of Chinese Medicines, School of Pharmaceutical Sciences, International Institute for Translational Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Guiyu Zhang
- Guangdong Provincial Key Laboratory of Translational Cancer Research of Chinese Medicines, Joint International Research Laboratory of Translational Cancer Research of Chinese Medicines, School of Pharmaceutical Sciences, International Institute for Translational Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Xuanjing Tan
- Guangdong Provincial Key Laboratory of Translational Cancer Research of Chinese Medicines, Joint International Research Laboratory of Translational Cancer Research of Chinese Medicines, School of Pharmaceutical Sciences, International Institute for Translational Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Yuting Zheng
- Guangdong Provincial Key Laboratory of Translational Cancer Research of Chinese Medicines, Joint International Research Laboratory of Translational Cancer Research of Chinese Medicines, School of Pharmaceutical Sciences, International Institute for Translational Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Wenhui Gao
- Affiliated Cancer Hospital and Institute of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Yijie Wei
- Guangdong Provincial Key Laboratory of Translational Cancer Research of Chinese Medicines, Joint International Research Laboratory of Translational Cancer Research of Chinese Medicines, School of Pharmaceutical Sciences, International Institute for Translational Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Jinjun Wu
- Guangdong Provincial Key Laboratory of Translational Cancer Research of Chinese Medicines, Joint International Research Laboratory of Translational Cancer Research of Chinese Medicines, School of Pharmaceutical Sciences, International Institute for Translational Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China,*Correspondence: Jinjun Wu, ; Xin Yang,
| | - Xin Yang
- Key Laboratory of Molecular Target and Clinical Pharmacology and the State, NMPA Key Laboratory of Respiratory Disease, School of Pharmaceutical Sciences and The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou, China,*Correspondence: Jinjun Wu, ; Xin Yang,
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Endogenous IL-1 receptor antagonist restricts healthy and malignant myeloproliferation. Nat Commun 2023; 14:12. [PMID: 36596811 PMCID: PMC9810723 DOI: 10.1038/s41467-022-35700-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 12/16/2022] [Indexed: 01/04/2023] Open
Abstract
Here we explored the role of interleukin-1β (IL-1β) repressor cytokine, IL-1 receptor antagonist (IL-1rn), in both healthy and abnormal hematopoiesis. Low IL-1RN is frequent in acute myeloid leukemia (AML) patients and represents a prognostic marker of reduced survival. Treatments with IL-1RN and the IL-1β monoclonal antibody canakinumab reduce the expansion of leukemic cells, including CD34+ progenitors, in AML xenografts. In vivo deletion of IL-1rn induces hematopoietic stem cell (HSC) differentiation into the myeloid lineage and hampers B cell development via transcriptional activation of myeloid differentiation pathways dependent on NFκB. Low IL-1rn is present in an experimental model of pre-leukemic myelopoiesis, and IL-1rn deletion promotes myeloproliferation, which relies on the bone marrow hematopoietic and stromal compartments. Conversely, IL-1rn protects against pre-leukemic myelopoiesis. Our data reveal that HSC differentiation is controlled by balanced IL-1β/IL-1rn levels under steady-state, and that loss of repression of IL-1β signaling may underlie pre-leukemic lesion and AML progression.
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36
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Singh G, Thakur N, Kumar U. RAS: Circuitry and therapeutic targeting. Cell Signal 2023; 101:110505. [PMID: 36341985 DOI: 10.1016/j.cellsig.2022.110505] [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: 08/05/2022] [Revised: 10/05/2022] [Accepted: 10/21/2022] [Indexed: 11/26/2022]
Abstract
Cancer has affected the lives of millions worldwide and is truly regarded as a devastating disease process. Despite advanced understanding of the genomic underpinning of cancer development and progression, therapeutic challenges are still persistent. Among all the human cancers, around 33% are attributed to mutations in RAS oncogene, a crucial component of the signaling pathways. With time, our understanding of RAS circuitry has improved and now the fact that it activates several downstream effectors, depending on the type and grades of cancer has been established. The circuitry is controlled via post-transcriptional mechanisms and frequent distortions in these mechanisms lead to important metabolic as well as immunological states that favor cancer cells' growth, survival, plasticity and metastasis. Therefore, understanding RAS circuitry can help researchers/clinicians to develop novel and potent therapeutics that, in turn, can save the lives of patients suffering from RAS-mutant cancers. There are many challenges presented by resistance and the potential strategies with a particular focus on novel combinations for overcoming these, that could move beyond transitory responses in the direction of treatment. Here in this review, we will look at how understanding the circuitry of RAS can be put to use in making strategies for developing therapeutics against RAS- driven malignancies.
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Affiliation(s)
- Gagandeep Singh
- Department of Biosciences (UIBT), Chandigarh University, NH-05, Ludhiana - Chandigarh State Hwy, Sahibzada Ajit Singh Nagar, Punjab 140413, India
| | - Neelam Thakur
- Department of Biosciences (UIBT), Chandigarh University, NH-05, Ludhiana - Chandigarh State Hwy, Sahibzada Ajit Singh Nagar, Punjab 140413, India; Department of Zoology, Sardar Patel University, Vallabh Government College Campus, Paddal, Kartarpur, Mandi, Himachal Pradesh 175001, India.
| | - Umesh Kumar
- School of Biosciences, Institute of Management Studies Ghaziabad (University Courses Campus), Adhyatmik Nagar, NH09, Ghaziabad, Uttar Pradesh 201015, India.
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Motofei IG. Biology of cancer; from cellular and molecular mechanisms to developmental processes and adaptation. Semin Cancer Biol 2022; 86:600-615. [PMID: 34695580 DOI: 10.1016/j.semcancer.2021.10.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 09/21/2021] [Accepted: 10/10/2021] [Indexed: 02/07/2023]
Abstract
Cancer research has been largely focused on the cellular and molecular levels of investigation. Recent data show that not only the cell but also the extracellular matrix plays a major role in the progression of malignancy. In this way, the cells and the extracellular matrix create a specific local microenvironment that supports malignant development. At the same time, cancer implies a systemic evolution which is closely related to developmental processes and adaptation. Consequently, there is currently a real gap between the local investigation of cancer at the microenvironmental level, and the pathophysiological approach to cancer as a systemic disease. In fact, the cells and the matrix are not only complementary structures but also interdependent components that act synergistically. Such relationships lead to cell-matrix integration, a supracellular form of biological organization that supports tissue development. The emergence of this supracellular level of organization, as a structure, leads to the emergence of the supracellular control of proliferation, as a supracellular function. In humans, proliferation is generally involved in developmental processes and adaptation. These processes suppose a specific configuration at the systemic level, which generates high-order guidance for local supracellular control of proliferation. In conclusion, the supracellular control of proliferation act as an interface between the downstream level of cell division and differentiation, and upstream level of developmental processes and adaptation. Understanding these processes and their disorders is useful not only to complete the big picture of malignancy as a systemic disease, but also to open new treatment perspectives in the form of etiopathogenic (supracellular or informational) therapies.
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Affiliation(s)
- Ion G Motofei
- Department of Oncology/ Surgery, Carol Davila University, St. Pantelimon Hospital, Dionisie Lupu Street, No. 37, Bucharest, 020021, Romania.
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Won Y, Choi E. Mouse models of Kras activation in gastric cancer. Exp Mol Med 2022; 54:1793-1798. [PMID: 36369466 PMCID: PMC9723172 DOI: 10.1038/s12276-022-00882-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Revised: 09/06/2022] [Accepted: 09/08/2022] [Indexed: 11/13/2022] Open
Abstract
Gastric cancer has one of the highest incidence rates and is one of the leading causes of cancer-related mortality worldwide. Sequential steps within the carcinogenic process are observed in gastric cancer as well as in pancreatic cancer and colorectal cancer. Kirsten rat sarcoma viral oncogene homolog (KRAS) is the most well-known oncogene and can be constitutively activated by somatic mutations in the gene locus. For over 2 decades, the functions of Kras activation in gastrointestinal (GI) cancers have been studied to elucidate its oncogenic roles during the carcinogenic process. Different approaches have been utilized to generate distinct in vivo models of GI cancer, and a number of mouse models have been established using Kras-inducible systems. In this review, we summarize the genetically engineered mouse models in which Kras is activated with cell-type and/or tissue-type specificity that are utilized for studying carcinogenic processes in gastric cancer as well as pancreatic cancer and colorectal cancer. We also provide a brief description of histological phenotypes and characteristics of those mouse models and the current limitations in the gastric cancer field to be investigated further.
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Affiliation(s)
- Yoonkyung Won
- Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - Eunyoung Choi
- Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, 37232, USA.
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, 37232, USA.
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN, 37232, USA.
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Ricciuti B, Alessi JV, Elkrief A, Wang X, Cortellini A, Li YY, Vaz VR, Gupta H, Pecci F, Barrichello A, Lamberti G, Nguyen T, Lindsay J, Sharma B, Felt K, Rodig SJ, Nishino M, Sholl LM, Barbie DA, Negrao MV, Zhang J, Cherniack AD, Heymach JV, Meyerson M, Ambrogio C, Jänne PA, Arbour KC, Pinato DJ, Skoulidis F, Schoenfeld AJ, Awad MM, Luo J. Dissecting the clinicopathologic, genomic, and immunophenotypic correlates of KRAS G12D-mutated non-small-cell lung cancer. Ann Oncol 2022; 33:1029-1040. [PMID: 35872166 PMCID: PMC11006449 DOI: 10.1016/j.annonc.2022.07.005] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Revised: 07/10/2022] [Accepted: 07/14/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Allele-specific KRAS inhibitors are an emerging class of cancer therapies. KRAS-mutant (KRASMUT) non-small-cell lung cancers (NSCLCs) exhibit heterogeneous outcomes, driven by differences in underlying biology shaped by co-mutations. In contrast to KRASG12C NSCLC, KRASG12D NSCLC is associated with low/never-smoking status and is largely uncharacterized. PATIENTS AND METHODS Clinicopathologic and genomic information were collected from patients with NSCLCs harboring a KRAS mutation at the Dana-Farber Cancer Institute (DFCI), Memorial Sloan Kettering Cancer Center, MD Anderson Cancer Center, and Imperial College of London. Multiplexed immunofluorescence for CK7, programmed cell death protein 1 (PD-1), programmed death-ligand 1 (PD-L1), Foxp3, and CD8 was carried out on a subset of samples with available tissue at the DFCI. Clinical outcomes to PD-(L)1 inhibition ± chemotherapy were analyzed according to KRAS mutation subtype. RESULTS Of 2327 patients with KRAS-mutated (KRASMUT) NSCLC, 15% (n = 354) harbored KRASG12D. Compared to KRASnon-G12D NSCLC, KRASG12D NSCLC had a lower pack-year (py) smoking history (median 22.5 py versus 30.0 py, P < 0.0001) and was enriched in never smokers (22% versus 5%, P < 0.0001). KRASG12D had lower PD-L1 tumor proportion score (TPS) (median 1% versus 5%, P < 0.01) and lower tumor mutation burden (TMB) compared to KRASnon-G12D (median 8.4 versus 9.9 mt/Mb, P < 0.0001). Of the samples which underwent multiplexed immunofluorescence, KRASG12D had lower intratumoral and total CD8+PD1+ T cells (P < 0.05). Among 850 patients with advanced KRASMUT NSCLC who received PD-(L)1-based therapies, KRASG12D was associated with a worse objective response rate (ORR) (15.8% versus 28.4%, P = 0.03), progression-free survival (PFS) [hazard ratio (HR) 1.51, 95% confidence interval (CI) 1.45-2.00, P = 0.003], and overall survival (OS; HR 1.45, 1.05-1.99, P = 0.02) to PD-(L)1 inhibition alone but not to chemo-immunotherapy combinations [ORR 30.6% versus 35.7%, P = 0.51; PFS HR 1.28 (95%CI 0.92-1.77), P = 0.13; OS HR 1.36 (95%CI 0.95-1.96), P = 0.09] compared to KRASnon-G12D. CONCLUSIONS KRASG12D lung cancers harbor distinct clinical, genomic, and immunologic features compared to other KRAS-mutated lung cancers and worse outcomes to PD-(L)1 blockade. Drug development for KRASG12D lung cancers will have to take these differences into account.
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Affiliation(s)
- B Ricciuti
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - J V Alessi
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - A Elkrief
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - X Wang
- Harvard School of Public Health, Boston, USA
| | - A Cortellini
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - Y Y Li
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA; Cancer Program, Broad Institute of Harvard and Massachusetts Institute of Technology (MIT), Cambridge, USA
| | - V R Vaz
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - H Gupta
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - F Pecci
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - A Barrichello
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - G Lamberti
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - T Nguyen
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - J Lindsay
- Knowledge Systems Group, Dana-Farber Cancer Institute, Boston, USA
| | - B Sharma
- ImmunoProfile, Brigham & Women's Hospital and Dana-Farber Cancer Institute, Boston, USA
| | - K Felt
- ImmunoProfile, Brigham & Women's Hospital and Dana-Farber Cancer Institute, Boston, USA
| | - S J Rodig
- ImmunoProfile, Brigham & Women's Hospital and Dana-Farber Cancer Institute, Boston, USA; Department of Pathology, Brigham and Women's Hospital, Boston, USA
| | - M Nishino
- Department of Radiology, Brigham and Women's Hospital and Department of Imaging, Dana-Farber Cancer Institute, Boston, USA
| | - L M Sholl
- Department of Pathology, Brigham and Women's Hospital, Boston, USA
| | - D A Barbie
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - M V Negrao
- Department of Thoracic/Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, USA
| | - J Zhang
- Department of Thoracic/Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, USA
| | - A D Cherniack
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - J V Heymach
- Department of Thoracic/Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, USA
| | - M Meyerson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - C Ambrogio
- Molecular Biotechnology and Health Science, University of Turin, Turin, Italy
| | - P A Jänne
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - K C Arbour
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - D J Pinato
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - F Skoulidis
- Department of Thoracic/Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, USA
| | - A J Schoenfeld
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - M M Awad
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - J Luo
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, USA.
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Pond KW, Morris JM, Alkhimenok O, Varghese RP, Cabel CR, Ellis NA, Chakrabarti J, Zavros Y, Merchant JL, Thorne CA, Paek AL. Live-cell imaging in human colonic monolayers reveals ERK waves limit the stem cell compartment to maintain epithelial homeostasis. eLife 2022; 11:e78837. [PMID: 36094159 PMCID: PMC9499537 DOI: 10.7554/elife.78837] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 09/11/2022] [Indexed: 11/13/2022] Open
Abstract
The establishment and maintenance of different cellular compartments in tissues is a universal requirement across all metazoans. Maintaining the correct ratio of cell types in time and space allows tissues to form patterned compartments and perform complex functions. Patterning is especially evident in the human colon, where tissue homeostasis is maintained by stem cells in crypt structures that balance proliferation and differentiation. Here, we developed a human 2D patient derived organoid screening platform to study tissue patterning and kinase pathway dynamics in single cells. Using this system, we discovered that waves of ERK signaling induced by apoptotic cells play a critical role in maintaining tissue patterning and homeostasis. If ERK is activated acutely across all cells instead of in wave-like patterns, then tissue patterning and stem cells are lost. Conversely, if ERK activity is inhibited, then stem cells become unrestricted and expand dramatically. This work demonstrates that the colonic epithelium requires coordinated ERK signaling dynamics to maintain patterning and tissue homeostasis. Our work reveals how ERK can antagonize stem cells while supporting cell replacement and the function of the gut.
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Affiliation(s)
- Kelvin W Pond
- Department of Cellular and Molecular Medicine, University of ArizonaTucsonUnited States
- Department of Molecular and Cellular Biology, The University of ArizonaTucsonUnited States
- University of Arizona Cancer CenterTucsonUnited States
| | - Julia M Morris
- Department of Cellular and Molecular Medicine, University of ArizonaTucsonUnited States
| | - Olga Alkhimenok
- Department of Molecular and Cellular Biology, The University of ArizonaTucsonUnited States
| | - Reeba P Varghese
- Department of Cellular and Molecular Medicine, University of ArizonaTucsonUnited States
- Cancer Biology Graduate Interdisciplinary Program, University of ArizonaTucsonUnited States
| | - Carly R Cabel
- Department of Cellular and Molecular Medicine, University of ArizonaTucsonUnited States
- Cancer Biology Graduate Interdisciplinary Program, University of ArizonaTucsonUnited States
| | - Nathan A Ellis
- Department of Cellular and Molecular Medicine, University of ArizonaTucsonUnited States
- University of Arizona Cancer CenterTucsonUnited States
| | - Jayati Chakrabarti
- Department of Cellular and Molecular Medicine, University of ArizonaTucsonUnited States
| | - Yana Zavros
- Department of Cellular and Molecular Medicine, University of ArizonaTucsonUnited States
- University of Arizona Cancer CenterTucsonUnited States
| | | | - Curtis A Thorne
- Department of Cellular and Molecular Medicine, University of ArizonaTucsonUnited States
- University of Arizona Cancer CenterTucsonUnited States
| | - Andrew L Paek
- Department of Molecular and Cellular Biology, The University of ArizonaTucsonUnited States
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Le Roux Ö, Pershing NLK, Kaltenbrun E, Newman NJ, Everitt JI, Baldelli E, Pierobon M, Petricoin EF, Counter CM. Genetically manipulating endogenous Kras levels and oncogenic mutations in vivo influences tissue patterning of murine tumorigenesis. eLife 2022; 11:e75715. [PMID: 36069770 PMCID: PMC9451540 DOI: 10.7554/elife.75715] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Accepted: 08/02/2022] [Indexed: 12/04/2022] Open
Abstract
Despite multiple possible oncogenic mutations in the proto-oncogene KRAS, unique subsets of these mutations are detected in different cancer types. As KRAS mutations occur early, if not being the initiating event, these mutational biases are ostensibly a product of how normal cells respond to the encoded oncoprotein. Oncogenic mutations can impact not only the level of active oncoprotein, but also engagement with proteins. To attempt to separate these two effects, we generated four novel Cre-inducible (LSL) Kras alleles in mice with the biochemically distinct G12D or Q61R mutations and encoded by native (nat) rare or common (com) codons to produce low or high protein levels. While there were similarities, each allele also induced a distinct transcriptional response shortly after activation in vivo. At one end of the spectrum, activating the KrasLSL-natG12D allele induced transcriptional hallmarks suggestive of an expansion of multipotent cells, while at the other end, activating the KrasLSL-comQ61R allele led to hallmarks of hyperproliferation and oncogenic stress. Evidence suggests that these changes may be a product of signaling differences due to increased protein expression as well as the specific mutation. To determine the impact of these distinct responses on RAS mutational patterning in vivo, all four alleles were globally activated, revealing that hematolymphopoietic lesions were permissive to the level of active oncoprotein, squamous tumors were permissive to the G12D mutant, while carcinomas were permissive to both these features. We suggest that different KRAS mutations impart unique signaling properties that are preferentially capable of inducing tumor initiation in a distinct cell-specific manner.
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Affiliation(s)
- Özgün Le Roux
- Department of Pharmacology & Cancer Biology, Duke University Medical CenterDurhamUnited States
| | - Nicole LK Pershing
- Department of Pharmacology & Cancer Biology, Duke University Medical CenterDurhamUnited States
| | - Erin Kaltenbrun
- Department of Pharmacology & Cancer Biology, Duke University Medical CenterDurhamUnited States
| | - Nicole J Newman
- Department of Pharmacology & Cancer Biology, Duke University Medical CenterDurhamUnited States
| | - Jeffrey I Everitt
- Department of Pathology, Duke University Medical CenterDurhamUnited States
| | - Elisa Baldelli
- Center for Applied Proteomics and Molecular Medicine, School of Systems Biology, George Mason UniversityManassasUnited States
| | - Mariaelena Pierobon
- Center for Applied Proteomics and Molecular Medicine, School of Systems Biology, George Mason UniversityManassasUnited States
| | - Emanuel F Petricoin
- Center for Applied Proteomics and Molecular Medicine, School of Systems Biology, George Mason UniversityManassasUnited States
| | - Christopher M Counter
- Department of Pharmacology & Cancer Biology, Duke University Medical CenterDurhamUnited States
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131I-C19 Iodide Radioisotope and Synthetic I-C19 Compounds as K-Ras4B–PDE6δ Inhibitors: A Novel Approach against Colorectal Cancer—Biological Characterization, Biokinetics and Dosimetry. Molecules 2022; 27:molecules27175446. [PMID: 36080216 PMCID: PMC9458062 DOI: 10.3390/molecules27175446] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 08/20/2022] [Accepted: 08/23/2022] [Indexed: 12/24/2022] Open
Abstract
In 40–50% of colorectal cancer (CRC) cases, K-Ras gene mutations occur, which induce the expression of the K-Ras4B oncogenic isoform. K-Ras4B is transported by phosphodiesterase-6δ (PDE6δ) to the plasma membrane, where the K-Ras4B–PDE6δ complex dissociates and K-Ras4B, coupled to the plasma membrane, activates signaling pathways that favor cancer aggressiveness. Thus, the inhibition of the K-Ras4B–PDE6δ dissociation using specific small molecules could be a new strategy for the treatment of patients with CRC. This research aimed to perform a preclinical proof-of-concept and a therapeutic potential evaluation of the synthetic I-C19 and 131I-C19 compounds as inhibitors of the K-Ras4B–PDE6δ dissociation. Molecular docking and molecular dynamics simulations were performed to estimate the binding affinity and the anchorage sites of I-C19 in K-Ras4B–PDE6δ. K-Ras4B signaling pathways were assessed in HCT116, LoVo and SW620 colorectal cancer cells after I-C19 treatment. Two murine colorectal cancer models were used to evaluate the I-C19 therapeutic effect. The in vivo biokinetic profiles of I-C19 and 131I-C19 and the tumor radiation dose were also estimated. The K-Ras4B–PDE6δ stabilizer, 131I-C19, was highly selective and demonstrated a cytotoxic effect ten times greater than unlabeled I-C19. I-C19 prevented K-Ras4B activation and decreased its dependent signaling pathways. The in vivo administration of I-C19 (30 mg/kg) greatly reduced tumor growth in colorectal cancer. The biokinetic profile showed renal and hepatobiliary elimination, and the highest radiation absorbed dose was delivered to the tumor (52 Gy/74 MBq). The data support the idea that 131I-C19 is a novel K-Ras4B/PDE6δ stabilizer with two functionalities: as a K-Ras4B signaling inhibitor and as a compound with radiotherapeutic activity against colorectal tumors.
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Lin L, Miao L, Lin H, Cheng J, Li M, Zhuo Z, He J. Targeting RAS in neuroblastoma: Is it possible? Pharmacol Ther 2022; 236:108054. [PMID: 34915055 DOI: 10.1016/j.pharmthera.2021.108054] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2021] [Revised: 12/06/2021] [Accepted: 12/08/2021] [Indexed: 02/07/2023]
Abstract
Neuroblastoma is a common solid tumor in children and a leading cause of cancer death in children. Neuroblastoma exhibits genetic, morphological, and clinical heterogeneity that limits the efficacy of current monotherapies. With further research on neuroblastoma, the pathogenesis of neuroblastoma is found to be complex, and more and more treatment therapies are needed. The importance of personalized therapy is growing. Currently, various molecular features, including RAS mutations, are being used as targets for the development of new therapies for patients with neuroblastoma. A recent study found that RAS mutations are frequently present in recurrent neuroblastoma. RAS mutations have been shown to activate the MAPK pathway and play an important role in neuroblastoma. Treating RAS mutated neuroblastoma is a difficult challenge, but many preclinical studies have yielded effective results. At the same time, many of the therapies used to treat RAS mutated tumors also have good reference values for treating RAS mutated neuroblastoma. The success of KRAS-G12C inhibitors has greatly stimulated confidence in the direct suppression of RAS. This review describes the biological role of RAS and the frequency of RAS mutations in neuroblastoma. This paper focuses on the strategies, preclinical, and clinical progress of targeting carcinogenic RAS in neuroblastoma, and proposes possible prospects and challenges in the future.
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Affiliation(s)
- Lei Lin
- Department of Pediatric Surgery, Guangzhou Institute of Pediatrics, Guangdong Provincial Key Laboratory of Research in Structural Birth Defect Disease, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510623, Guangdong, China
| | - Lei Miao
- Department of Pediatric Surgery, Guangzhou Institute of Pediatrics, Guangdong Provincial Key Laboratory of Research in Structural Birth Defect Disease, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510623, Guangdong, China
| | - Huiran Lin
- Faculty of Medicine, Macau University of Science and Technology, Macau 999078, China
| | - Jiwen Cheng
- Department of Pediatric Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710004, Shaanxi, China
| | - Meng Li
- Department of Pediatric Surgery, Guangzhou Institute of Pediatrics, Guangdong Provincial Key Laboratory of Research in Structural Birth Defect Disease, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510623, Guangdong, China
| | - Zhenjian Zhuo
- Department of Pediatric Surgery, Guangzhou Institute of Pediatrics, Guangdong Provincial Key Laboratory of Research in Structural Birth Defect Disease, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510623, Guangdong, China; Laboratory Animal Center, School of Chemical Biology and Biotechnology, Peking University Shenzhen Graduate School, Shenzhen 518055, China.
| | - Jing He
- Department of Pediatric Surgery, Guangzhou Institute of Pediatrics, Guangdong Provincial Key Laboratory of Research in Structural Birth Defect Disease, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510623, Guangdong, China.
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Duan L, Cooper DE, Scheidemantle G, Locasale JW, Kirsch DG, Liu X. 13C tracer analysis suggests extensive recycling of endogenous CO 2 in vivo. Cancer Metab 2022; 10:11. [PMID: 35799202 PMCID: PMC9264524 DOI: 10.1186/s40170-022-00287-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 06/16/2022] [Indexed: 12/11/2022] Open
Abstract
Background 13C tracer analysis is increasingly used to monitor cellular metabolism in vivo and in intact cells, but data interpretation is still the key element to unveil the complexity of metabolic activities. The distinct 13C labeling patterns (e.g., M + 1 species in vivo but not in vitro) of metabolites from [U-13C]-glucose or [U-13C]-glutamine tracing in vivo and in vitro have been previously reported by multiple groups. However, the reason for the difference in the M + 1 species between in vivo and in vitro experiments remains poorly understood. Methods We have performed [U-13C]-glucose and [U-13C]-glutamine tracing in sarcoma-bearing mice (in vivo) and in cancer cell lines (in vitro). 13C enrichment of metabolites in cultured cells and tissues was determined by LC coupled with high-resolution mass spectrometry (LC-HRMS). All p-values are obtained from the Student’s t-test two-tailed using GraphPad Prism 8 unless otherwise noted. Results We observed distinct enrichment patterns of tricarboxylic acid cycle intermediates in vivo and in vitro. As expected, citrate M + 2 or M + 4 was the dominant mass isotopologue in vitro. However, citrate M + 1 was unexpectedly the dominant isotopologue in mice receiving [U-13C]-glucose or [U-13C]-glutamine infusion, but not in cultured cells. Our results are consistent with a model where the difference in M + 1 species is due to the different sources of CO2 in vivo and in vitro, which was largely overlooked in the past. In addition, a time course study shows the generation of high abundance citrate M + 1 in plasma of mice as early as few minutes after [U-13C]-glucose infusion. Conclusions Altogether, our results show that recycling of endogenous CO2 is substantial in vivo. The production and recycling of 13CO2 from the decarboxylation of [U-13C]-glucose or [U-13C]-glutamine is negligible in vitro partially due to dilution by the exogenous HCO3−/CO2 source, but in vivo incorporation of endogenous 13CO2 into M + 1 metabolites is substantial and should be considered. These findings provide a new paradigm to understand carbon atom transformations in vivo and should be taken into account when developing mathematical models to better reflect carbon flux. Supplementary Information The online version contains supplementary material available at 10.1186/s40170-022-00287-8.
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Affiliation(s)
- Likun Duan
- Department of Molecular and Structural Biochemistry, NC State University, Raleigh, NC, 27695, USA
| | - Daniel E Cooper
- Department of Radiation Oncology, Duke University School of Medicine, Durham, NC, 27708, USA
| | - Grace Scheidemantle
- Department of Molecular and Structural Biochemistry, NC State University, Raleigh, NC, 27695, USA
| | - Jason W Locasale
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, 27708, USA
| | - David G Kirsch
- Department of Radiation Oncology, Duke University School of Medicine, Durham, NC, 27708, USA.,Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, 27708, USA
| | - Xiaojing Liu
- Department of Molecular and Structural Biochemistry, NC State University, Raleigh, NC, 27695, USA.
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Mutant RAS and the tumor microenvironment as dual therapeutic targets for advanced colorectal cancer. Cancer Treat Rev 2022; 109:102433. [PMID: 35905558 DOI: 10.1016/j.ctrv.2022.102433] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 06/23/2022] [Accepted: 06/27/2022] [Indexed: 11/20/2022]
Abstract
RAS genes are the most frequently mutated oncogenes in cancer. These mutations occur in roughly half of the patients with colorectal cancer (CRC). RAS mutant tumors are resistant to therapy with anti-EGFR monoclonal antibodies. Therefore, patients with RAS mutant CRC currently have few effective therapy options. RAS mutations lead to constitutively active RAS GTPases, involved in multiple downstream signaling pathways. These alterations are associated with a tumor microenvironment (TME) that drives immune evasion and disease progression by mechanisms that remain incompletely understood. In this review, we focus on the available evidence in the literature explaining the potential effects of RAS mutations on the CRC microenvironment. Ongoing efforts to influence the TME by targeting mutant RAS and thereby sensitizing these tumors to immunotherapy will be discussed as well.
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Luo K, Song Y, Guan Z, Ou S, Ye J, Ran S, Wang H, Tao Y, Gong Z, Ma T, Jin Y, Huang R, Gao F, Yu S. A KRAS-Associated Signature for Prognostic, Immune and Chemical Anti-Cancer Drug-Response Prediction in Colon Cancer. Front Pharmacol 2022; 13:899725. [PMID: 35774610 PMCID: PMC9237412 DOI: 10.3389/fphar.2022.899725] [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: 03/19/2022] [Accepted: 05/26/2022] [Indexed: 11/13/2022] Open
Abstract
Background: KRAS mutation, one of the most important biological processes in colorectal cancer, leads to poor prognosis in patients. Although studies on KRAS have concentrated for a long time, there are currently no ideal drugs against KRAS mutations. Methods: Different expression analysis and weighted gene coexpression network analysis was conducted to select candidate genes. Log-rank tests and Cox regression picked out the prognostic genes to build a KRAS-related gene prognostic score (KRGPS). A nomogram based on KRGPS was built to predict survival of clinical patients. Comprehensive analysis showed the prognosis, immune microenvironment and response to immune therapy and chemotherapy in KRGPS subgroups. Results: We collected a KRGPS from the set of two genes GJB6 and NTNG1, with low-KRGSP patients having better progression-free survival (PFS). Low KRGPS is correlated with high infiltration of activated NK cells, plasma cells and activated memory CD4 T cells and that these cells benefit more from immune checkpoint inhibitor therapy. However, high KRGPS is associated with high infiltration of activated mast cells, pathways of immune dysregulation and a high ratio of TP53 and KRAS mutations. KRGPS subgroups are also sensitive to chemotherapy differently. A nomogram, established based on the KRGPS and pathological stage, predict 3- and 5-years PFS well. Conclusions: The KRAS-associated score acts as a promising signature to distinguish prognosis, molecular and immune characteristics, and benefits from immune and chemical therapy. These KRAS-associated genes could be promising targets for drug design.
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Affiliation(s)
- Kangjia Luo
- Department of Colorectal Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yanni Song
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Zilong Guan
- Department of Colorectal Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Suwen Ou
- Department of Colorectal Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Jinhua Ye
- Department of Colorectal Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Songlin Ran
- Department of Colorectal Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Hufei Wang
- Department of Colorectal Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yangbao Tao
- Department of Colorectal Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Zijian Gong
- Department of Colorectal Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
- Department of General Surgery, The People’s Hospital of Duerbert Mongolian Autonomous County, Harbin, China
| | - Tianyi Ma
- Department of Colorectal Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yinghu Jin
- Department of Colorectal Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Rui Huang
- Department of Colorectal Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Feng Gao
- Department of Gastrointestinal Surgery, The Affiliated Hospital of Medical School of Ningbo University, Ningbo, China
| | - Shan Yu
- Department of Pathology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
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Murphy BM, Terrell EM, Chirasani VR, Weiss TJ, Lew RE, Holderbaum AM, Dhakal A, Posada V, Fort M, Bodnar MS, Carey LM, Chen M, Burd CJ, Coppola V, Morrison DK, Campbell SL, Burd CE. Enhanced BRAF engagement by NRAS mutants capable of promoting melanoma initiation. Nat Commun 2022; 13:3153. [PMID: 35672316 PMCID: PMC9174180 DOI: 10.1038/s41467-022-30881-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 05/24/2022] [Indexed: 01/07/2023] Open
Abstract
A distinct profile of NRAS mutants is observed in each tumor type. It is unclear whether these profiles are determined by mutagenic events or functional differences between NRAS oncoproteins. Here, we establish functional hallmarks of NRAS mutants enriched in human melanoma. We generate eight conditional, knock-in mouse models and show that rare melanoma mutants (NRAS G12D, G13D, G13R, Q61H, and Q61P) are poor drivers of spontaneous melanoma formation, whereas common melanoma mutants (NRAS Q61R, Q61K, or Q61L) induce rapid tumor onset with high penetrance. Molecular dynamics simulations, combined with cell-based protein-protein interaction studies, reveal that melanomagenic NRAS mutants form intramolecular contacts that enhance BRAF binding affinity, BRAF-CRAF heterodimer formation, and MAPK > ERK signaling. Along with the allelic series of conditional mouse models we describe, these results establish a mechanistic basis for the enrichment of specific NRAS mutants in human melanoma.
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Affiliation(s)
- Brandon M Murphy
- Department of Cancer Biology and Genetics, The Ohio State University, Columbus, OH, 43210, USA
| | - Elizabeth M Terrell
- Laboratory of Cell and Developmental Signaling, National Cancer Institute-Frederick, Frederick, MD, 21702, USA
| | - Venkat R Chirasani
- Department of Biochemistry & Biophysics and Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Tirzah J Weiss
- Department of Cancer Biology and Genetics, The Ohio State University, Columbus, OH, 43210, USA
| | - Rachel E Lew
- Department of Cancer Biology and Genetics, The Ohio State University, Columbus, OH, 43210, USA
- Department of Molecular Genetics, The Ohio State University, Columbus, OH, 43210, USA
| | - Andrea M Holderbaum
- Department of Cancer Biology and Genetics, The Ohio State University, Columbus, OH, 43210, USA
- Department of Molecular Genetics, The Ohio State University, Columbus, OH, 43210, USA
| | - Aastha Dhakal
- Department of Molecular Genetics, The Ohio State University, Columbus, OH, 43210, USA
| | - Valentina Posada
- Department of Molecular Genetics, The Ohio State University, Columbus, OH, 43210, USA
| | - Marie Fort
- Department of Molecular Genetics, The Ohio State University, Columbus, OH, 43210, USA
| | - Michael S Bodnar
- Department of Cancer Biology and Genetics, The Ohio State University, Columbus, OH, 43210, USA
- Department of Molecular Genetics, The Ohio State University, Columbus, OH, 43210, USA
| | - Leiah M Carey
- Department of Biochemistry & Biophysics and Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Min Chen
- Department of Cancer Biology and Genetics, The Ohio State University, Columbus, OH, 43210, USA
- Genetically Engineered Mouse Modeling Core, The Ohio State University, Columbus, OH, 43210, USA
| | - Craig J Burd
- Department of Molecular Genetics, The Ohio State University, Columbus, OH, 43210, USA
| | - Vincenzo Coppola
- Department of Cancer Biology and Genetics, The Ohio State University, Columbus, OH, 43210, USA
- Genetically Engineered Mouse Modeling Core, The Ohio State University, Columbus, OH, 43210, USA
| | - Deborah K Morrison
- Laboratory of Cell and Developmental Signaling, National Cancer Institute-Frederick, Frederick, MD, 21702, USA
| | - Sharon L Campbell
- Department of Biochemistry & Biophysics and Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Christin E Burd
- Department of Cancer Biology and Genetics, The Ohio State University, Columbus, OH, 43210, USA.
- Department of Molecular Genetics, The Ohio State University, Columbus, OH, 43210, USA.
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48
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Li S, Counter CM. An ultra-sensitive method to detect mutations in human RAS templates. Small GTPases 2022; 13:287-295. [PMID: 35658790 PMCID: PMC9584555 DOI: 10.1080/21541248.2022.2083895] [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] [Indexed: 11/04/2022] Open
Abstract
The RAS family of small GTPases is mutated in roughly a fifth of human cancers. Hotspot point mutations at codons G12, G13, and Q61 account for 95% of all these mutations, which are well established to render the encoded proteins oncogenic. In humans, this family comprises three genes: HRAS, NRAS, and KRAS. Accumulating evidence argues that oncogenic RAS point mutations may be initiating, as they are often truncal in human tumours and capable of inducing tumorigenesis in mice. As such, there is great interest in detecting oncogenic mutation in the RAS genes to understand the origins of cancer, as well as for early detection purposes. To this end, we previously adapted the microbial ultra-sensitive Maximum Depth Sequencing (MDS) assay for the murine Kras gene, which was capable of detecting oncogenic mutations in the tissues of mice days after carcinogen exposure, essentially capturing the very first step in tumour initiation. Given this, we report here the adaption and details of this assay to detect mutations in a human KRAS sequence at an analytic sensitivity of one mutation in a million independently barcoded templates. This humanized version of MDS can thus be exploited to detect oncogenic mutations in KRAS at an incredible sensitivity and modified for the same purpose for the other RAS genes.
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Affiliation(s)
- Siqi Li
- Department of Pharmacology & Cancer Biology, Duke University Medical Center, Durham, NC, USA.,Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Christopher M Counter
- Department of Pharmacology & Cancer Biology, Duke University Medical Center, Durham, NC, USA
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49
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Kumar S, Mishra S. MALAT1 as master regulator of biomarkers predictive of pan-cancer multi-drug resistance in the context of recalcitrant NRAS signaling pathway identified using systems-oriented approach. Sci Rep 2022; 12:7540. [PMID: 35534592 PMCID: PMC9085754 DOI: 10.1038/s41598-022-11214-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 04/18/2022] [Indexed: 11/25/2022] Open
Abstract
NRAS, a protein mutated in several cancer types, is involved in key drug resistance mechanisms and is an intractable target. The development of drug resistance is one of the major impediments in targeted therapy. Currently, gene expression data is used as the most predictive molecular profile in pan-cancer drug sensitivity and resistance studies. However, the common regulatory mechanisms that drive drug sensitivity/resistance across cancer types are as yet, not fully understood. We focused on GDSC data on NRAS-mutant pan-cancer cell lines, to pinpoint key signaling targets in direct or indirect associations with NRAS, in order to identify other druggable targets involved in drug resistance. Large-scale gene expression, comparative gene co-expression and protein–protein interaction network analyses were performed on selected drugs inducing drug sensitivity/resistance. We validated our data from cell lines with those obtained from primary tissues from TCGA. From our big data studies validated with independent datasets, protein-coding hub genes FN1, CD44, TIMP1, SNAI2, and SPARC were found significantly enriched in signal transduction, proteolysis, cell adhesion and proteoglycans pathways in cancer as well as the PI3K/Akt-signaling pathway. Further studies of the regulation of these hub/driver genes by lncRNAs revealed several lncRNAs as prominent regulators, with MALAT1 as a possible master regulator. Transcription factor EGR1 may control the transcription rate of MALAT1 transcript. Synergizing these studies, we zeroed in on a pan-cancer regulatory axis comprising EGR1-MALAT1-driver coding genes playing a role. These identified gene regulators are bound to provide new paradigms in pan-cancer targeted therapy, a foundation for precision medicine, through the targeting of these key driver genes in the improvement of multi-drug sensitivity or resistance.
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Affiliation(s)
- Santosh Kumar
- Department of Biochemistry, School of Life Sciences, University of Hyderabad, Hyderabad, Telangana, 500046, India
| | - Seema Mishra
- Department of Biochemistry, School of Life Sciences, University of Hyderabad, Hyderabad, Telangana, 500046, India.
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50
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Kidger AM, Saville MK, Rushworth LK, Davidson J, Stellzig J, Ono M, Kuebelsbeck LA, Janssen KP, Holzmann B, Morton JP, Sansom OJ, Caunt CJ, Keyse SM. Suppression of mutant Kirsten-RAS (KRAS G12D)-driven pancreatic carcinogenesis by dual-specificity MAP kinase phosphatases 5 and 6. Oncogene 2022; 41:2811-2823. [PMID: 35418690 PMCID: PMC9106580 DOI: 10.1038/s41388-022-02302-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 03/21/2022] [Accepted: 03/28/2022] [Indexed: 12/20/2022]
Abstract
The cytoplasmic phosphatase DUSP6 and its nuclear counterpart DUSP5 are negative regulators of RAS/ERK signalling. Here we use deletion of either Dusp5 or Dusp6 to explore the roles of these phosphatases in a murine model of KRASG12D-driven pancreatic cancer. By 56-days, loss of either DUSP5 or DUSP6 causes a significant increase in KRASG12D-driven pancreatic hyperplasia. This is accompanied by increased pancreatic acinar to ductal metaplasia (ADM) and the development of pre-neoplastic pancreatic intraepithelial neoplasia (PanINs). In contrast, by 100-days, pancreatic hyperplasia is reversed with significant atrophy of pancreatic tissue and weight loss observed in animals lacking either DUSP5 or DUSP6. On further ageing, Dusp6-/- mice display accelerated development of metastatic pancreatic ductal adenocarcinoma (PDAC), while in Dusp5-/- animals, although PDAC development is increased this process is attenuated by atrophy of pancreatic acinar tissue and severe weight loss in some animals before cancer could progress. Our data suggest that despite a common target in the ERK MAP kinase, DUSP5 and DUSP6 play partially non-redundant roles in suppressing oncogenic KRASG12D signalling, thus retarding both tumour initiation and progression. Our data suggest that loss of either DUSP5 or DUSP6, as observed in certain human tumours, including the pancreas, could promote carcinogenesis.
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Affiliation(s)
- Andrew M Kidger
- Stress Response Laboratory, Jacqui Wood Cancer Centre, Division of Cellular and Systems Medicine, School of Medicine, University of Dundee, Dundee, DD1 9SY, UK
| | - Mark K Saville
- Stress Response Laboratory, Jacqui Wood Cancer Centre, Division of Cellular and Systems Medicine, School of Medicine, University of Dundee, Dundee, DD1 9SY, UK
| | - Linda K Rushworth
- Stress Response Laboratory, Jacqui Wood Cancer Centre, Division of Cellular and Systems Medicine, School of Medicine, University of Dundee, Dundee, DD1 9SY, UK
| | - Jane Davidson
- Stress Response Laboratory, Jacqui Wood Cancer Centre, Division of Cellular and Systems Medicine, School of Medicine, University of Dundee, Dundee, DD1 9SY, UK
| | - Julia Stellzig
- Stress Response Laboratory, Jacqui Wood Cancer Centre, Division of Cellular and Systems Medicine, School of Medicine, University of Dundee, Dundee, DD1 9SY, UK
| | - Motoharu Ono
- Stress Response Laboratory, Jacqui Wood Cancer Centre, Division of Cellular and Systems Medicine, School of Medicine, University of Dundee, Dundee, DD1 9SY, UK
| | - Ludwig A Kuebelsbeck
- Department of Surgery, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany
| | - Klaus-Peter Janssen
- Department of Surgery, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany
| | - Bernhard Holzmann
- Department of Surgery, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany
| | - Jennifer P Morton
- Institute of Cancer Sciences, Garscube Estate, Switchback Road, Glasgow, G61 1QH, UK
- CRUK Beatson Institute, Garscube Estate, Switchback Road, Glasgow, G61 1BD, UK
| | - Owen J Sansom
- Institute of Cancer Sciences, Garscube Estate, Switchback Road, Glasgow, G61 1QH, UK
- CRUK Beatson Institute, Garscube Estate, Switchback Road, Glasgow, G61 1BD, UK
| | - Christopher J Caunt
- Department of Biology and Biochemistry, University of Bath, Claverton Down, Bath, BA2 7AY, UK
| | - Stephen M Keyse
- Stress Response Laboratory, Jacqui Wood Cancer Centre, Division of Cellular and Systems Medicine, School of Medicine, University of Dundee, Dundee, DD1 9SY, UK.
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