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Du Y, Rokavec M, Hermeking H. Squalene epoxidase/SQLE is a candidate target for treatment of colorectal cancers with p53 mutation and elevated c- MYC expression. Int J Biol Sci 2023; 19:4103-4122. [PMID: 37705742 PMCID: PMC10496509 DOI: 10.7150/ijbs.85724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Accepted: 07/30/2023] [Indexed: 09/15/2023] Open
Abstract
Elevated expression of c-MYC and inactivation of p53 represent two of the most common alterations in colorectal cancer (CRC). However, c-MYC and defective p53 are difficult to target therapeutically. Therefore, effectors downstream of both c-MYC and p53 may represent attractive, alternative targets for cancer treatment. In a bioinformatics screen we identified Squalene epoxidase/SQLE as a candidate therapeutic target that appeared to be especially relevant for cell survival in CRCs, which display elevated c-MYC expression and loss of p53 function. SQLE is a rate-limiting enzyme in the cholesterol synthesis. Here, we show that p53 supresses SQLE expression, cholesterol levels, and cell viability via the induction of miR-205, which directly targets SQLE. Furthermore, c-MYC induced SQLE expression directly and via its target gene AP4. The transcription factor AP4/TFAP4 directly induced SQLE expression and cholesterol levels, whereas inactivation of AP4 resulted in decreased SQLE expression and caused resistance to Terbinafine, an inhibitor of SQLE. Inhibition of SQLE decreased viability of CRC cells. This effect was enhanced in CRCs cells with p53 inactivation and/or enhanced c-MYC/AP4 expression. Altogether, our results demonstrate that SQLE represents a vulnerability for CRCs with p53 inactivation and elevated c-MYC activity.
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Affiliation(s)
- Yuyun Du
- Experimental and Molecular Pathology, Institute of Pathology, Medical Faculty, Ludwig-Maximilians-Universität München, D-80337 Munich, Germany
| | - Matjaz Rokavec
- Experimental and Molecular Pathology, Institute of Pathology, Medical Faculty, Ludwig-Maximilians-Universität München, D-80337 Munich, Germany
| | - Heiko Hermeking
- Experimental and Molecular Pathology, Institute of Pathology, Medical Faculty, Ludwig-Maximilians-Universität München, D-80337 Munich, Germany
- German Cancer Consortium (DKTK), Partner site Munich, D-80336 Munich, Germany
- German Cancer Research Center (DKFZ), D-69120 Heidelberg, Germany
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102
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Chávez-Villa M, Ruffolo LI, Hernandez-Alejandro R. Liver transplantation for unresectable colorectal liver metastasis. Curr Opin Organ Transplant 2023; 28:245-253. [PMID: 37339517 DOI: 10.1097/mot.0000000000001083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/22/2023]
Abstract
PURPOSE OF REVIEW To summarize the current state of liver transplantation (LT) for unresectable colorectal liver metastases (uCRLM), and to address future directions. RECENT FINDINGS The Norwegian secondary cancer (SECA) I and SECA II studies demonstrated that after LT the 5-year survival of a highly selected group of patients with uCRLM could be as high as 60% and 83%, respectively. After long-term follow-up, the 5- and 10-year survival was shown to be 43% and 26%, respectively. Furthermore, data has accumulated in other countries and a North American study reported a 1.5-year survival of 100%. In addition, steady growth has been demonstrated in the US, with 46 patients transplanted to date and 19 centers enrolling patients for this indication. Lastly, although recurrence is almost universal in patients with a high tumor burden, it has not been an accurate surrogate for survival, reflecting the relatively indolent nature of recurrence after LT. SUMMARY Growing evidence has shown that excellent survival and even cure can be achieved in highly selected patients with uCRLM, with survival rates far superior than in patients treated with chemotherapy. The next step is to create national registries to standardize selection criteria and establish the optimal approach and best practices for incorporating LT for uCRLM into the treatment armamentarium.
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Affiliation(s)
- Mariana Chávez-Villa
- Department of Surgery, Division of Transplantation, University of Rochester Medical Center, Rochester, New York, USA
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103
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Bou Antoun N, Chioni AM. Dysregulated Signalling Pathways Driving Anticancer Drug Resistance. Int J Mol Sci 2023; 24:12222. [PMID: 37569598 PMCID: PMC10418675 DOI: 10.3390/ijms241512222] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 07/28/2023] [Accepted: 07/28/2023] [Indexed: 08/13/2023] Open
Abstract
One of the leading causes of death worldwide, in both men and women, is cancer. Despite the significant development in therapeutic strategies, the inevitable emergence of drug resistance limits the success and impedes the curative outcome. Intrinsic and acquired resistance are common mechanisms responsible for cancer relapse. Several factors crucially regulate tumourigenesis and resistance, including physical barriers, tumour microenvironment (TME), heterogeneity, genetic and epigenetic alterations, the immune system, tumour burden, growth kinetics and undruggable targets. Moreover, transforming growth factor-beta (TGF-β), Notch, epidermal growth factor receptor (EGFR), integrin-extracellular matrix (ECM), nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB), phosphoinositol-3-kinase/protein kinase B/mammalian target of rapamycin (PI3K/Akt/mTOR), wingless-related integration site (Wnt/β-catenin), Janus kinase/signal transducers and activators of transcription (JAK/STAT) and RAS/RAF/mitogen-activated protein kinase (MAPK) signalling pathways are some of the key players that have a pivotal role in drug resistance mechanisms. To guide future cancer treatments and improve results, a deeper comprehension of drug resistance pathways is necessary. This review covers both intrinsic and acquired resistance and gives a comprehensive overview of recent research on mechanisms that enable cancer cells to bypass barriers put up by treatments, and, like "satellite navigation", find alternative routes by which to carry on their "journey" to cancer progression.
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Affiliation(s)
| | - Athina-Myrto Chioni
- School of Life Sciences Pharmacy and Chemistry, Biomolecular Sciences Department, Kingston University London, Kingston-upon-Thames KT1 2EE, UK;
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Voutsadakis IA. High tumor mutation burden (TMB) in microsatellite stable (MSS) colorectal cancers: Diverse molecular associations point to variable pathophysiology. Cancer Treat Res Commun 2023; 36:100746. [PMID: 37494750 DOI: 10.1016/j.ctarc.2023.100746] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 07/16/2023] [Accepted: 07/20/2023] [Indexed: 07/28/2023]
Abstract
BACKGROUND Colorectal cancers with defects in the Mismatch Repair (MMR) system represent a minority of the disease. MMR defective cancers are characterized by high Tumor Mutation Burden (TMB) and are sensitive to immunotherapy with immune checkpoint inhibitors. In contrast, the majority of colorectal cancers are MMR proficient (Microsatellite Stable, MSS) and display a low TMB. However, a few of these MSS cancers have high TMB. METHODS Published genomic studies of colorectal cancers were examined to identify cases profiled as MSS and having a TMB above 10 mutations / Mb. Data from four studies detailed in the cBioportal for cancer genomics site and providing data on MSI status were examined. RESULTS In the MSK study of metastatic colorectal cancers, 7.5% of patients with MSS tumors had a high TMB of more than 10 mutations/ Mb. The MSK study of localized rectal cancers showed that 9.5% of patients with MSS tumors had a high TMB. The DFCI cohort included 10 patients with TMB above 10 mutations/ Mb characterized as MSS and not having MMR or proofreading polymerases mutations. Mutations in genes encoding for proteins of the KRAS pathways were more frequent in MSS tumors with high TMB than in counterparts with low TMB. Moreover, genes involved in DNA damage response and in epigenetic regulations were more frequently mutated in MSS colorectal cancers with high TMB. CONCLUSION Alterations of the KRAS signal transduction pathways, DDR gene mutations and epigenetic modifier mutations may contribute to increase mutation burden in subsets of MSS colorectal cancers.
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Affiliation(s)
- Ioannis A Voutsadakis
- Algoma District Cancer Program, Sault Area Hospital, 750 Great Northern Road, Sault Ste Marie, Ontario, P6B 0A8, Canada; Division of Clinical Sciences, Northern Ontario School of Medicine, Sudbury, Ontario, Canada.
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105
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Brozos-Vázquez E, Lago-Lestón RM, Covela M, de la Cámara Gómez J, Fernández-Montes A, Candamio S, Vidal Y, Vázquez F, Abalo A, López R, Blanco C, Muinelo-Romay L, Ferreirós-Vidal I, López-López R. Clinicopathological Profiles Associated with Discordant RAS Mutational Status between Liquid and Tissue Biopsies in a Real-World Cohort of Metastatic Colorectal Cancer. Cancers (Basel) 2023; 15:3578. [PMID: 37509239 PMCID: PMC10377339 DOI: 10.3390/cancers15143578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 07/02/2023] [Accepted: 07/03/2023] [Indexed: 07/30/2023] Open
Abstract
We aimed to identify common mCRC profiles associated with a discordant mutational status of RAS between the standard of care (SoC) tumour tissue tests and ctDNA tests to understand ctDNA detection and improve treatment responses. This was a multicentre, retrospective and prospective study. A total of 366 Spanish mCRC patients were independently recruited. BEAMing ddPCR technology was employed to detect ctDNA RAS mutations, and logistic regression analyses were performed to investigate clinicopathological factors associated with discordance. The highest concordance ratios were observed in profiles with multiple metastatic sites when the liver was present (89.7%; 95% CI 84.8-93.2), profiles with synchronous disease without primary tumour resection (90.2%; 95% CI 83.6-94.3) and profiles with mCRC originating in the left colon (91.3%; 95% CI 85.0-95.0). Metachronous disease originating in the right colon (OR = 6.1; 95% CI 1.7-26.5; p-value = 0.006) or rectum (OR = 5.0; 95% CI 1.5-17.8; p-value = 0.009) showed the highest probability of discrepancies. Primary tumour resection and a higher frequency of single metastases in the peritoneum or lungs in these patients were associated with reduced plasmatic mutation allele fractions (MAFs) and an increased probability of showing false-negative genotypes. Additional testing of patients with mCRC originating in the right colon or rectum with a single non-mutated ctDNA test is advised before the choice of therapy.
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Affiliation(s)
- Elena Brozos-Vázquez
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Ramón Manuel Lago-Lestón
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
- Liquid Biopsy Unit, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
| | - Marta Covela
- Department of Medical Oncology, Lucus Augusti University Hospital of Lugo (CHULA), 27003 Lugo, Spain
| | | | - Ana Fernández-Montes
- Department of Medical Oncology, University Hospital Complex of Ourense (CHUO), 32005 Ourense, Spain
| | - Sonia Candamio
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Yolanda Vidal
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Francisca Vázquez
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Alicia Abalo
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
- Liquid Biopsy Unit, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
| | - Rosa López
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Cristina Blanco
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Laura Muinelo-Romay
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
- Liquid Biopsy Unit, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
- Centro de Investigación Biomédica en Red Cáncer (CIBERONC), 28029 Madrid, Spain
| | - Isabel Ferreirós-Vidal
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
- Liquid Biopsy Unit, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
| | - Rafael López-López
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
- Liquid Biopsy Unit, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
- Centro de Investigación Biomédica en Red Cáncer (CIBERONC), 28029 Madrid, Spain
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106
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Doe-Tetteh SA, Camp SY, Reales D, Crowdis J, Noronha AM, Wolff B, Alano T, Galle J, Duygu Selcuklu S, Viale A, Socci ND, Liu YL, Tew WP, Aghajanian C, Ladanyi M, He MX, AlDubayan SH, Mazor RD, Shpilberg O, Hershkovitz-Rokah O, Riancho JA, Hernandez JL, Gonzalez-Vela MC, Buthorn JJ, Wilson M, Webber AE, Yabe M, Petrova-Drus K, Rosenblum M, Durham BH, Abdel-Wahab O, Berger MF, Donoghue MT, Kung AL, Bender JG, Shukla NN, Funt SA, Dogan A, Soslow RA, Al-Ahmadie H, Feldman DR, Van Allen EM, Diamond EL, Solit DB. Overcoming Barriers to Tumor Genomic Profiling through Direct-to-Patient Outreach. Clin Cancer Res 2023; 29:2445-2455. [PMID: 36862133 PMCID: PMC10330105 DOI: 10.1158/1078-0432.ccr-22-3247] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 01/05/2023] [Accepted: 02/28/2023] [Indexed: 03/03/2023]
Abstract
PURPOSE To overcome barriers to genomic testing for patients with rare cancers, we initiated a program to offer free clinical tumor genomic testing worldwide to patients with select rare cancer subtypes. EXPERIMENTAL DESIGN Patients were recruited through social media outreach and engagement with disease-specific advocacy groups, with a focus on patients with histiocytosis, germ cell tumors (GCT), and pediatric cancers. Tumors were analyzed using the MSK-IMPACT next-generation sequencing assay with the return of results to patients and their local physicians. Whole-exome recapture was performed for female patients with GCTs to define the genomic landscape of this rare cancer subtype. RESULTS A total of 333 patients were enrolled, and tumor tissue was received for 288 (86.4%), with 250 (86.8%) having tumor DNA of sufficient quality for MSK-IMPACT testing. Eighteen patients with histiocytosis have received genomically guided therapy to date, of whom 17 (94%) have had clinical benefit with a mean treatment duration of 21.7 months (range, 6-40+). Whole-exome sequencing of ovarian GCTs identified a subset with haploid genotypes, a phenotype rarely observed in other cancer types. Actionable genomic alterations were rare in ovarian GCT (28%); however, 2 patients with ovarian GCTs with squamous transformation had high tumor mutational burden, one of whom had a complete response to pembrolizumab. CONCLUSIONS Direct-to-patient outreach can facilitate the assembly of cohorts of rare cancers of sufficient size to define their genomic landscape. By profiling tumors in a clinical laboratory, results could be reported to patients and their local physicians to guide treatment. See related commentary by Desai and Subbiah, p. 2339.
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Affiliation(s)
- Seyram A. Doe-Tetteh
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Sabrina Y. Camp
- Department of Medical Oncology, Dana Farber Cancer Institute
- Cancer Program, Broad Institute of MIT and Harvard
| | - Dalicia Reales
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Jett Crowdis
- Department of Medical Oncology, Dana Farber Cancer Institute
- Cancer Program, Broad Institute of MIT and Harvard
| | - Anne Marie Noronha
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Bernadette Wolff
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, NY, New York, USA
- Department of Nursing, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Tina Alano
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, NY, New York, USA
- Department of Nursing, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Jesse Galle
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - S. Duygu Selcuklu
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Agnes Viale
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Nicholas D. Socci
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, NY, New York, USA
- Bioinformatics Core, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Ying L. Liu
- Department of Medicine, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - William P. Tew
- Department of Medicine, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Carol Aghajanian
- Department of Medicine, Memorial Sloan Kettering Cancer Center, NY, New York, USA
- Joan & Sanford I. Weill Medical College of Cornell University, New York, NY, USA
| | - Marc Ladanyi
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Meng Xiao He
- Department of Medical Oncology, Dana Farber Cancer Institute
- Cancer Program, Broad Institute of MIT and Harvard
- Harvard Graduate Program in Biophysics, Boston, MA, 02115, USA
| | - Saud H. AlDubayan
- Department of Medical Oncology, Dana Farber Cancer Institute
- Cancer Program, Broad Institute of MIT and Harvard
- College of Medicine, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Roei David Mazor
- Clinic of Histiocytic Neoplasms, Institute of Hematology, Assuta Medical Center, Tel Aviv, Israel
| | - Ofer Shpilberg
- Clinic of Histiocytic Neoplasms, Institute of Hematology, Assuta Medical Center, Tel Aviv, Israel
- Adelson School of Medicine, Ariel University, Ariel, Israel
| | - Oshrat Hershkovitz-Rokah
- Department of Molecular Biology, Faculty of Natural Sciences, Ariel University, Ariel, Israel
- Translational Research Lab, Assuta Medical Center, Tel-Aviv, Israel
| | - Jose A. Riancho
- Department of Internal Medicine, Hospital U.M. Valdecilla, University of Cantabria, IDIVAL, Santander, Spain
| | - Jose L. Hernandez
- Department of Internal Medicine, Hospital U.M. Valdecilla, University of Cantabria, IDIVAL, Santander, Spain
| | - M. Carmen Gonzalez-Vela
- Department of Pathology, Hospital U.M. Valdecilla, University of Cantabria, IDIVAL, Santander, Spain
| | - Justin J. Buthorn
- Department of Neurology, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Manda Wilson
- Bioinformatics Core, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Amy E. Webber
- Bioinformatics Core, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Mariko Yabe
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Kseniya Petrova-Drus
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Marc Rosenblum
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Benjamin H. Durham
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, NY, New York, USA
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Omar Abdel-Wahab
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael F. Berger
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, NY, New York, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Mark T.A. Donoghue
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Andrew L. Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Julia Glade Bender
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Neerav N. Shukla
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Samuel A. Funt
- Department of Medicine, Memorial Sloan Kettering Cancer Center, NY, New York, USA
- Joan & Sanford I. Weill Medical College of Cornell University, New York, NY, USA
| | - Ahmet Dogan
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Robert A. Soslow
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Hikmat Al-Ahmadie
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, NY, New York, USA
| | - Darren R. Feldman
- Department of Medicine, Memorial Sloan Kettering Cancer Center, NY, New York, USA
- Joan & Sanford I. Weill Medical College of Cornell University, New York, NY, USA
| | - Eliezer M. Van Allen
- Department of Medical Oncology, Dana Farber Cancer Institute
- Cancer Program, Broad Institute of MIT and Harvard
| | - Eli L. Diamond
- Department of Neurology, Memorial Sloan Kettering Cancer Center, NY, New York, USA
- Joan & Sanford I. Weill Medical College of Cornell University, New York, NY, USA
| | - David B. Solit
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, NY, New York, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, NY, New York, USA
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Joan & Sanford I. Weill Medical College of Cornell University, New York, NY, USA
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Zhuang J, Qu Z, Chu J, Wang J, Wu Y, Fan Z, Song Y, Han S, Ru L, Zhao H. Single-cell transcriptome analysis reveals T population heterogeneity and functions in tumor microenvironment of colorectal cancer metastases. Heliyon 2023; 9:e17119. [PMID: 37539320 PMCID: PMC10394913 DOI: 10.1016/j.heliyon.2023.e17119] [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: 03/16/2023] [Revised: 06/01/2023] [Accepted: 06/07/2023] [Indexed: 08/05/2023] Open
Abstract
Cell mediated immune escape, a microenvironment factor, induces tumorigenesis and metastasis. The purpose of this study was to display the characteristics of T cell populations in immune microenvironments for colorectal cancer (CRC) metastasis. Unsupervised cluster analysis was conducted to identify functionally distinct T cell clusters from 3,003 cells in peripheral blood and 4,656 cells in tissues. Subsequently, a total of 8 and 4 distinct T cell population clusters were identified from tumor tissue and peripheral blood, respectively. High levels of CD8+TEX, CD4+TRM, TH1-like T cells, CD8+TEM, tumor-Treg from tissues, and CD4+TN from peripheral blood are essential components of immune microenvironment for the prediction of CRC metastasis. Moreover, exhausted T cells are characterized by higher expression of multiple inhibitory receptors, including PDCD1 and LAG3. Some genes such as PFKFB3, GNLY, circDCUN1D4, TXNIP and NR4A2 in T cells of cluster were statistically different between CRC metastasis and non-metastasis. The ligand-receptor interactions identified between different cluster cells and metastases-related DEGs identified from each cluster revealed that the communications of cells, alterations of functions, and numbers of T subsets may contribute to the metastasis of CRC. The mutation frequency of KiAA1551, ATP8B4 and LNPEP in T cells from tissues and SOR1 from peripheral blood were higher in metastatic CRC than that in non-metastatic CRC. In conclusion, the discovery of differential genes in T cells may provide potential targets for immunotherapy of CRC metastasis and relevant insights into the clinical prediction and prognosis of CRC metastasis.
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Affiliation(s)
- Jing Zhuang
- Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, China
- Fifth Affiliated Clinical Medical College of Zhejiang Chinese Medical University, Huzhou Central Hospital, China
- Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer of Huzhou, China
| | - Zhanbo Qu
- Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, China
- Fifth Affiliated Clinical Medical College of Zhejiang Chinese Medical University, Huzhou Central Hospital, China
- Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer of Huzhou, China
| | - Jian Chu
- Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, China
- Fifth Affiliated Clinical Medical College of Zhejiang Chinese Medical University, Huzhou Central Hospital, China
- Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer of Huzhou, China
| | - Jingjing Wang
- Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, China
| | - Yinhang Wu
- Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, China
- Fifth Affiliated Clinical Medical College of Zhejiang Chinese Medical University, Huzhou Central Hospital, China
- Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer of Huzhou, China
| | - Zhiqing Fan
- Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, China
| | - Yifei Song
- Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, China
| | - Shuwen Han
- Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, China
- Fifth Affiliated Clinical Medical College of Zhejiang Chinese Medical University, Huzhou Central Hospital, China
- Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer of Huzhou, China
| | - Lixin Ru
- Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, China
- Fifth Affiliated Clinical Medical College of Zhejiang Chinese Medical University, Huzhou Central Hospital, China
- Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer of Huzhou, China
| | - Hui Zhao
- Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, China
- Fifth Affiliated Clinical Medical College of Zhejiang Chinese Medical University, Huzhou Central Hospital, China
- Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer of Huzhou, China
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108
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Chowdhury S, Gupta R, Millstein J, Lin K, Haridas V, Zeineddine MA, Parseghian C, Lenz HJ, Kopetz S, Shen JP. Transcriptional Profiling and Consensus Molecular Subtype Assignment to Understand Response and Resistance to Anti-Epidermal Growth Factor Receptor Therapy in Colorectal Cancer. JCO Precis Oncol 2023; 7:e2200422. [PMID: 37487150 PMCID: PMC10581628 DOI: 10.1200/po.22.00422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 04/10/2023] [Accepted: 05/08/2023] [Indexed: 07/26/2023] Open
Abstract
PURPOSE Activating mutations in KRAS, NRAS, and BRAF are known to cause resistance to anti-epidermal growth factor receptor (EGFR) therapy; however, only approximately 40% of patients with colorectal cancer (CRC) with RASWT tumors respond to anti-EGFR treatment. We sought to discover novel biomarkers to predict response to anti-EGFR antibody treatment in CRC and to understand mechanisms of resistance to anti-EGFR therapy. MATERIALS AND METHODS Transcriptomic profiles from three clinical and two preclinical cohorts treated with cetuximab were used to assign consensus molecular subtypes (CMS) to each sample and correlated with outcomes. RESULTS Restricting to RASWT patients, we observed that CMS2 tumors (canonical subtype) had significantly higher response rates relative to other CMS when treated with cetuximab combination with doublet chemotherapy (Okita et al cohort: 92% disease control rate (DCR) for CMS2, chi-square P = .04; CALGB/SWOG 80405 cohort: 90% objective response rate (ORR) for CMS2, chi-square P < .001) and with single-agent cetuximab (68%, chi-square P = .01). CMS2 tumors showed best response among right-sided (ORR = 80%) and left-sided (ORR = 92%) tumors in the CALGB/SWOG 80405 cohort. CMS2 cells lines were most likely to be sensitive to cetuximab (60%) and CMS2 patient-derived xenograft had the highest DCR (84%). We found Myc, E2F, and mammalian target of rapamycin pathways were consistently upregulated in resistant samples (enrichment score >1, false discovery rate <0.25). Inhibitors of these pathways in resistant cell lines exhibited additive effects with cetuximab. CONCLUSION These data suggest that CRC transcriptional profiles, when used to assign CMS, provide additional ability to predict response to anti-EGFR therapy relative to using tumor sidedness alone. Notably both right-sided and left-sided CMS2 tumors had excellent response, suggesting that anti-EGFR therapy be included as a treatment option for right-sided CMS2 tumors.
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Affiliation(s)
- Saikat Chowdhury
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ria Gupta
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Joshua Millstein
- Department of Population and Public Health Sciences, Keck School of Medicine of USC, Los Angeles, CA
| | - Kangyu Lin
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Valsala Haridas
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Mohammad A. Zeineddine
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Christine Parseghian
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Heinz-Josef Lenz
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA
| | - Scott Kopetz
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - John Paul Shen
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
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109
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Cann CG, LaPelusa MB, Cimino SK, Eng C. Molecular and genetic targets within metastatic colorectal cancer and associated novel treatment advancements. Front Oncol 2023; 13:1176950. [PMID: 37409250 PMCID: PMC10319053 DOI: 10.3389/fonc.2023.1176950] [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: 03/01/2023] [Accepted: 05/30/2023] [Indexed: 07/07/2023] Open
Abstract
Colorectal cancer results in the deaths of hundreds of thousands of patients worldwide each year, with incidence expected to rise over the next two decades. In the metastatic setting, cytotoxic therapy options remain limited, which is reflected in the meager improvement of patient survival rates. Therefore, focus has turned to the identification of the mutational composition inherent to colorectal cancers and development of therapeutic targeted agents. Herein, we review the most up to date systemic treatment strategies for metastatic colorectal cancer based on the actionable molecular alterations and genetic profiles of colorectal malignancies.
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Affiliation(s)
- Christopher G. Cann
- Department of Medicine: Hematology/Oncology, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Michael B. LaPelusa
- Department of Medicine: Hematology/Oncology, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Sarah K. Cimino
- Department of Pharmacy, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Cathy Eng
- Department of Medicine: Hematology/Oncology, Vanderbilt University Medical Center, Nashville, TN, United States
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110
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Manzi J, Hoff CO, Ferreira R, Pimentel A, Datta J, Livingstone AS, Vianna R, Abreu P. Targeted Therapies in Colorectal Cancer: Recent Advances in Biomarkers, Landmark Trials, and Future Perspectives. Cancers (Basel) 2023; 15:cancers15113023. [PMID: 37296986 DOI: 10.3390/cancers15113023] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 05/30/2023] [Accepted: 05/30/2023] [Indexed: 06/12/2023] Open
Abstract
In 2022, approximately 600,000 cancer deaths were expected; more than 50,000 of those deaths would be from colorectal cancer (CRC). The CRC mortality rate in the US has decreased in recent decades, with a 51% drop between 1976 and 2014. This drop is attributed, in part, to the tremendous therapeutic improvements, especially after the 2000s, in addition to increased social awareness regarding risk factors and diagnostic improvement. Five-fluorouracil, irinotecan, capecitabine, and later oxaliplatin were the mainstays of mCRC treatment from the 1960s to 2002. Since then, more than a dozen drugs have been approved for the disease, betting on a new chapter in medicine, precision oncology, which uses patient and tumor characteristics to guide the therapeutic choice. Thus, this review will summarize the current literature on targeted therapies, highlighting the molecular biomarkers involved and their pathways.
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Affiliation(s)
- Joao Manzi
- Miami Transplant Institute, Jackson Memorial Hospital, University of Miami, Miami, FL 33136, USA
| | - Camilla O Hoff
- Miami Transplant Institute, Jackson Memorial Hospital, University of Miami, Miami, FL 33136, USA
| | - Raphaella Ferreira
- Miami Transplant Institute, Jackson Memorial Hospital, University of Miami, Miami, FL 33136, USA
| | - Agustin Pimentel
- Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL 33136, USA
| | - Jashodeep Datta
- Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL 33136, USA
| | - Alan S Livingstone
- Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL 33136, USA
| | - Rodrigo Vianna
- Miami Transplant Institute, Jackson Memorial Hospital, University of Miami, Miami, FL 33136, USA
| | - Phillipe Abreu
- Miami Transplant Institute, Jackson Memorial Hospital, University of Miami, Miami, FL 33136, USA
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111
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Liu QL, Zhou H, Zhou ZG, Chen HN. Colorectal cancer liver metastasis: genomic evolution and crosstalk with the liver microenvironment. Cancer Metastasis Rev 2023; 42:575-587. [PMID: 37061644 DOI: 10.1007/s10555-023-10107-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 04/10/2023] [Indexed: 04/17/2023]
Abstract
Colorectal cancer (CRC) patients frequently develop liver metastases, which are the major cause of cancer-related mortality. The molecular basis and management of colorectal liver metastases (CRLMs) remain a challenging clinical issue. Recent genomic evidence has demonstrated the liver tropism of CRC and the presence of a stricter evolutionary bottleneck in the liver as a target organ compared to lymph nodes. This bottleneck challenging CRC cells in the liver is organ-specific and requires adaptation not only at the genetic level, but also at the phenotypic level to crosstalk with the hepatic microenvironment. Here, we highlight the emerging evidence on the clonal evolution of CRLM and review recent insights into the molecular mechanisms orchestrating the bidirectional interactions between metastatic CRC cells and the unique liver microenvironment.
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Affiliation(s)
- Qiu-Luo Liu
- Department of General Surgery, Colorectal Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, People's Republic of China
| | - Huijie Zhou
- Department of Oncology, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Zong-Guang Zhou
- Department of General Surgery, Colorectal Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, People's Republic of China
| | - Hai-Ning Chen
- Department of General Surgery, Colorectal Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, People's Republic of China.
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112
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Yang G, Yu XR, Weisenberger DJ, Lu T, Liang G. A Multi-Omics Overview of Colorectal Cancer to Address Mechanisms of Disease, Metastasis, Patient Disparities and Outcomes. Cancers (Basel) 2023; 15:cancers15112934. [PMID: 37296894 DOI: 10.3390/cancers15112934] [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: 04/09/2023] [Revised: 05/16/2023] [Accepted: 05/23/2023] [Indexed: 06/12/2023] Open
Abstract
Human colorectal cancer (CRC) is one of the most common malignancies in men and women across the globe, albeit CRC incidence and mortality shows a substantial racial and ethnic disparity, with the highest burden in African American patients. Even with effective screening tools such as colonoscopy and diagnostic detection assays, CRC remains a substantial health burden. In addition, primary tumors located in the proximal (right) or distal (left) sides of the colorectum have been shown to be unique tumor types that require unique treatment schema. Distal metastases in the liver and other organ systems are the major causes of mortality in CRC patients. Characterizing genomic, epigenomic, transcriptomic and proteomic (multi-omics) alterations has led to a better understanding of primary tumor biology, resulting in targeted therapeutic advancements. In this regard, molecular-based CRC subgroups have been developed that show correlations with patient outcomes. Molecular characterization of CRC metastases has highlighted similarities and differences between metastases and primary tumors; however, our understanding as to how to improve patient outcomes based on metastasis biology is lagging and remains a major obstacle to improving CRC patient outcomes. In this review, we will summarize the multi-omics features of primary CRC tumors and their metastases across racial and ethnic groups, the differences in proximal and distal tumor biology, molecular-based CRC subgroups, treatment strategies and challenges for improving patient outcomes.
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Affiliation(s)
- Guang Yang
- School of Sciences, China Pharmaceutical University, Nanjing 211121, China
- China Grand Enterprises, Beijing 100101, China
| | - Xi Richard Yu
- China Grand Enterprises, Beijing 100101, China
- Huadong Medicine Co., Ltd., Hangzhou 310011, China
| | - Daniel J Weisenberger
- Department of Biochemistry and Molecular Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
- USC Institute of Urology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Tao Lu
- School of Sciences, China Pharmaceutical University, Nanjing 211121, China
- State Key Laboratory of Natural Sciences, China Pharmaceutical University, Nanjing 211121, China
| | - Gangning Liang
- USC Institute of Urology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
- USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
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113
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He K, Gan WJ. Wnt/β-Catenin Signaling Pathway in the Development and Progression of Colorectal Cancer. Cancer Manag Res 2023; 15:435-448. [PMID: 37250384 PMCID: PMC10224676 DOI: 10.2147/cmar.s411168] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 05/18/2023] [Indexed: 05/31/2023] Open
Abstract
The Wnt/β-catenin signaling pathway is a growth control pathway involved in various biological processes as well as the development and progression of cancer. Colorectal cancer (CRC) is one of the most common malignancies in the world. The hyperactivation of Wnt signaling is observed in almost all CRC and plays a crucial role in cancer-related processes such as cancer stem cell (CSC) propagation, angiogenesis, epithelial-mesenchymal transition (EMT), chemoresistance, and metastasis. This review will discuss how the Wnt/β-catenin signaling pathway is involved in the carcinogenesis and progression of CRC and related therapeutic approaches.
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Affiliation(s)
- Kuang He
- Department of Pathology, Dushu Lake Hospital Affiliated of Soochow University, Suzhou, Jiangsu, People’s Republic of China
| | - Wen-Juan Gan
- Department of Pathology, Dushu Lake Hospital Affiliated of Soochow University, Suzhou, Jiangsu, People’s Republic of China
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114
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Huang W, Li W, Xu N, Li H, Zhang Z, Zhang X, He T, Yao J, Xu M, He Q, Guo L, Zhang S. Differences in DNA damage repair gene mutations between left- and right-sided colorectal cancer. Cancer Med 2023; 12:10187-10198. [PMID: 37096801 DOI: 10.1002/cam4.5716] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 01/09/2023] [Accepted: 02/09/2023] [Indexed: 04/26/2023] Open
Abstract
BACKGROUND Colorectal cancer (CRC) is the third leading cause of cancer-related deaths worldwide. Studies have shown that the DNA damage response (DDR) mutation is strongly associated with microsatellite instability (MSI) status and is an indication for patients with CRCs receiving immune checkpoint inhibitor (ICI) treatment. However, DDR mutation in microsatellite stable (MSS) CRC remains unclear. METHODS In this study, Fisher's exact test, Student'st-test, Wilcoxon rank-sum test and Cox proportional hazards regression model were performed, and a p value of < 0.05 was considered statistically significant. RESULTS The most common gene alterations were APC (77%), TP53 (73%), KRAS (48%), and PIK3CA (25%). The mutationfrequency of APC and TP53 in left-sided CRC was significantly higher than that for right-sided CRC, while the mutation frequency of PIK3CA, ACVR2A, FAT4, and RNF43 in right-sided CRC was significantly higher than that for left-sided CRC. DDR mutations occurred in100% of MSI CRCs and in 83.77% of MSS CRCs, with the most frequently mutated DDR genes being ARID1A (7.5%), ATM (5.7%,) and BRCA2 (2.6%). When right- and left-sided CRCs were compared, no significant difference was observed for DDR genes and pathways. A survival analysis indicated that the DDR mutation was not associated with overall survival (OS) in MSS CRCs, while left-sided patients with homologous recombination repair (HRR) pathway mutations had a significantly prolonged OS compared with right-sided CRCs. CONCLUSIONS Here, we found that stage and grade were statistically significant independent prognostic factors in the left-sided CRC and the right-sided CRC, recommending treatment for these patients stratified by stage. For the future, utilizing DDR gene defects for expanding treatment options and improving prognosis is an issue worth exploring.
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Affiliation(s)
- Wei Huang
- Department of Colorectal & Anal Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Wenliang Li
- Department of Colorectal Surgery, Yunnan Cancer Hospital, Yunnan, China
| | - Ning Xu
- Department of Oncology, The First Affiliated Hospital of Kunming Medical University, Yunnan, China
| | - Hui Li
- Department of Colorectal & Anal Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Zihan Zhang
- Department of Colorectal & Anal Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xiaolong Zhang
- Department of Colorectal & Anal Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | | | | | - Mian Xu
- Shanghai OrigiMed Co., Ltd, Shanghai, China
| | | | - Lijie Guo
- Shanghai OrigiMed Co., Ltd, Shanghai, China
| | - Sen Zhang
- Department of Colorectal & Anal Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
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115
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Watanabe J, Muro K, Shitara K, Yamazaki K, Shiozawa M, Ohori H, Takashima A, Yokota M, Makiyama A, Akazawa N, Ojima H, Yuasa Y, Miwa K, Yasui H, Oki E, Sato T, Naitoh T, Komatsu Y, Kato T, Hihara M, Soeda J, Misumi T, Yamamoto K, Akagi K, Ochiai A, Uetake H, Tsuchihara K, Yoshino T. Panitumumab vs Bevacizumab Added to Standard First-line Chemotherapy and Overall Survival Among Patients With RAS Wild-type, Left-Sided Metastatic Colorectal Cancer: A Randomized Clinical Trial. JAMA 2023; 329:1271-1282. [PMID: 37071094 PMCID: PMC10114040 DOI: 10.1001/jama.2023.4428] [Citation(s) in RCA: 72] [Impact Index Per Article: 72.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 03/08/2023] [Indexed: 04/19/2023]
Abstract
Importance For patients with RAS wild-type metastatic colorectal cancer, adding anti-epidermal growth factor receptor (anti-EGFR) or anti-vascular endothelial growth factor (anti-VEGF) monoclonal antibodies to first-line doublet chemotherapy is routine, but the optimal targeted therapy has not been defined. Objective To evaluate the effect of adding panitumumab (an anti-EGFR monoclonal antibody) vs bevacizumab (an anti-VEGF monoclonal antibody) to standard first-line chemotherapy for treatment of RAS wild-type, left-sided, metastatic colorectal cancer. Design, Setting, and Participants Randomized, open-label, phase 3 clinical trial at 197 sites in Japan in May 2015-January 2022 among 823 patients with chemotherapy-naive RAS wild-type, unresectable metastatic colorectal cancer (final follow-up, January 14, 2022). Interventions Panitumumab (n = 411) or bevacizumab (n = 412) plus modified fluorouracil, l-leucovorin, and oxaliplatin (mFOLFOX6) every 14 days. Main Outcomes and Measures The primary end point, overall survival, was tested first in participants with left-sided tumors, then in the overall population. Secondary end points were progression-free survival, response rate, duration of response, and curative (defined as R0 status) resection rate. Results In the as-treated population (n = 802; median age, 66 years; 282 [35.2%] women), 604 (75.3%) had left-sided tumors. Median follow-up was 61 months. Median overall survival was 37.9 months with panitumumab vs 34.3 months with bevacizumab in participants with left-sided tumors (hazard ratio [HR] for death, 0.82; 95.798% CI, 0.68-0.99; P = .03) and 36.2 vs 31.3 months, respectively, in the overall population (HR, 0.84; 95% CI, 0.72-0.98; P = .03). Median progression-free survival for panitumumab vs bevacizumab was 13.1 vs 11.9 months, respectively, for those with left-sided tumors (HR, 1.00; 95% CI, 0.83-1.20) and 12.2 vs 11.4 months overall (HR, 1.05; 95% CI, 0.90-1.24). Response rates with panitumumab vs bevacizumab were 80.2% vs 68.6%, respectively, for left-sided tumors (difference, 11.2%; 95% CI, 4.4%-17.9%) and 74.9% vs 67.3% overall (difference, 7.7%; 95% CI, 1.5%-13.8%). Median duration of response with panitumumab vs bevacizumab was 13.1 vs 11.2 months for left-sided tumors (HR, 0.86; 95% CI, 0.70-1.10) and 11.9 vs 10.7 months overall (HR, 0.89; 95% CI, 0.74-1.06). Curative resection rates with panitumumab vs bevacizumab were 18.3% vs 11.6% for left-sided tumors; (difference, 6.6%; 95% CI, 1.0%-12.3%) and 16.5% vs 10.9% overall (difference, 5.6%; 95% CI, 1.0%-10.3%). Common treatment-emergent adverse events were acneiform rash (panitumumab: 74.8%; bevacizumab: 3.2%), peripheral sensory neuropathy (panitumumab: 70.8%; bevacizumab: 73.7%), and stomatitis (panitumumab: 61.6%; bevacizumab: 40.5%). Conclusions and Relevance Among patients with RAS wild-type metastatic colorectal cancer, adding panitumumab, compared with bevacizumab, to standard first-line chemotherapy significantly improved overall survival in those with left-sided tumors and in the overall population. Trial Registration ClinicalTrials.gov Identifier: NCT02394795.
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Affiliation(s)
- Jun Watanabe
- Department of Surgery, Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Kei Muro
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Kohei Shitara
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
- Department of Immunology, Nagoya University Graduate School of Medicine, Aichi, Japan
| | - Kentaro Yamazaki
- Division of Gastrointestinal Oncology, Shizuoka Cancer Center, Shizuoka, Japan
| | - Manabu Shiozawa
- Division of Gastrointestinal Surgery, Kanagawa Cancer Center, Kanagawa, Japan
| | - Hisatsugu Ohori
- Division of Medical Oncology, Japanese Red Cross Ishinomaki Hospital, Miyagi, Japan
| | - Atsuo Takashima
- Department of Gastrointestinal Medical Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Mitsuru Yokota
- Department of General Surgery, Kurashiki Central Hospital, Okayama, Japan
| | - Akitaka Makiyama
- Department of Hematology/Oncology, Japan Community Healthcare Organization, Fukuoka, Japan
| | - Naoya Akazawa
- Department of Gastrointestinal Surgery, Sendai City Medical Center, Sendai Open Hospital, Miyagi, Japan
| | - Hitoshi Ojima
- Department of Gastroenterological Surgery, Gunma Prefectural Cancer Center, Gunma, Japan
| | - Yasuhiro Yuasa
- Department of Gastroenterological Surgery, Japanese Red Cross Tokushima Hospital, Tokushima, Japan
| | - Keisuke Miwa
- Department of Cancer Multimodel Therapy Center, Kurume University Hospital, Fukuoka, Japan
| | - Hirofumi Yasui
- Division of Gastrointestinal Oncology, Shizuoka Cancer Center, Shizuoka, Japan
| | - Eiji Oki
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Takeo Sato
- Research and Development Center for Medical Education, Department of Clinical Skills Education, Kitasato University School of Medicine, Sagamihara, Japan
| | - Takeshi Naitoh
- Department of Lower Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Yoshito Komatsu
- Division of Cancer Chemotherapy, Hokkaido University Hospital Cancer Center, Sapporo, Japan
| | - Takeshi Kato
- Department of Surgery, National Hospital Organization Osaka National Hospital, Osaka, Japan
| | - Masamitsu Hihara
- Japan Medical Affairs, Japan Oncology Business Unit, Takeda Pharmaceutical Company Ltd, Tokyo, Japan
| | - Junpei Soeda
- Japan Medical Affairs, Japan Oncology Business Unit, Takeda Pharmaceutical Company Ltd, Tokyo, Japan
| | - Toshihiro Misumi
- Department of Biostatistics, Yokohama City University School of Medicine, Yokohama, Japan
| | - Kouji Yamamoto
- Department of Biostatistics, Yokohama City University School of Medicine, Yokohama, Japan
| | - Kiwamu Akagi
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama, Japan
| | - Atsushi Ochiai
- Pathology Division, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Chiba, Japan
- now with the Research Institute for Biomedical Sciences, Tokyo University of Science, Tokyo, Japan
| | - Hiroyuki Uetake
- National Hospital Organization, Disaster Medical Center, Tokyo, Japan
| | - Katsuya Tsuchihara
- Division of Translational Informatics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Chiba, Japan
| | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
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116
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Jiang Y, Yang J, Liang R, Zan X, Fan R, Shan B, Liu H, Li L, Wang Y, Wu M, Qi X, Chen H, Ren Q, Liu Z, Wang Y, Zhang J, Zhou P, Li Q, Tian M, Yang J, Wang C, Li X, Jiang S, Zhou L, Zhang G, Chen Y, Xu J. Single-cell RNA sequencing highlights intratumor heterogeneity and intercellular network featured in adamantinomatous craniopharyngioma. SCIENCE ADVANCES 2023; 9:eadc8933. [PMID: 37043580 PMCID: PMC10096597 DOI: 10.1126/sciadv.adc8933] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Accepted: 03/10/2023] [Indexed: 06/19/2023]
Abstract
Despite improvements in microscopically neurosurgical techniques made in recent years, the prognosis of adamantinomatous craniopharyngioma (ACP) is still unsatisfactory. Little is known about cellular atlas and biological features of ACP. Here, we carried out integrative analysis of 44,038 single-cell transcriptome profiles to characterize the landscape of intratumoral heterogeneity and tumor microenvironment (TME) in ACP. Four major neoplastic cell states with distinctive expression signatures were defined, which further revealed the histopathological features and elucidated unknown cellular atlas of ACP. Pseudotime analyses suggested potential evolutionary trajectories between specific neoplastic cell states. Notably, a distinct oligodendrocyte lineage was identified in ACP, which was associated with immunological infiltration and neural damage. In addition, we described a tumor-centric regulatory network based on intercellular communication in TME. Together, our findings represent a unique resource for deciphering tumor heterogeneity of ACP, which will improve clinical diagnosis and treatment strategies.
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Affiliation(s)
- Yu Jiang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Jinlong Yang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Ruichao Liang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Xin Zan
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Rangrang Fan
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Baoyin Shan
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Hao Liu
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Li Li
- Institute of Clinical Pathology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Yue Wang
- Department of Gastroenterology, Qilu Hospital of Shandong University, Jinan, 250000, China
| | - Min Wu
- Huaxi MR Research Center (HMRRC), Department of Radiology, Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Xin Qi
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Hongxu Chen
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Qingqing Ren
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Zhiyong Liu
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Yuelong Wang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Jing Zhang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Peizhi Zhou
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Qiang Li
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Meng Tian
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Jinhao Yang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Chaoyang Wang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Xueying Li
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Shu Jiang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Liangxue Zhou
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Gao Zhang
- Faculty of Dentistry, The University of Hong Kong, Sai Ying Pun, 999077, Hong Kong
| | - Yaohui Chen
- Department of Thoracic Surgery/Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Jianguo Xu
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
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Omer DM, Thompson HM, Verheij FS, Yuval JB, Rosen R, Beets NRA, Luthra A, Romesser PB, Paty PB, Garcia-Aguilar J, Sanchez-Vega F. Rectal Cancer after Prostate Radiation: A Complex and Controversial Disease. Cancers (Basel) 2023; 15:cancers15082214. [PMID: 37190143 DOI: 10.3390/cancers15082214] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 03/31/2023] [Accepted: 04/03/2023] [Indexed: 05/17/2023] Open
Abstract
A small proportion of rectal adenocarcinomas develop in patients many years after the treatment of a previous cancer using pelvic radiation, and the incidence of these rectal cancers depends on the length of follow-up from the end of radiotherapy. The risk of radiation-associated rectal cancer (RARC) is higher in patients treated with prostate external beam radiotherapy than it is in patients treated with brachytherapy. The molecular features of RARC have not been fully investigated, and survival is lower compared to non-irradiated rectal cancer patients. Ultimately, it is unclear whether the worse outcomes are related to differences in patient characteristics, treatment-related factors, or tumor biology. Radiation is widely used in the management of rectal adenocarcinoma; however, pelvic re-irradiation of RARC is challenging and carries a higher risk of treatment complications. Although RARC can develop in patients treated for a variety of malignancies, it is most common in patients treated for prostate cancer. This study will review the incidence, molecular characteristics, clinical course, and treatment outcomes of rectal adenocarcinoma in patients previously treated with radiation for prostate cancer. For clarity, we will distinguish between rectal cancer not associated with prostate cancer (RCNAPC), rectal cancer in non-irradiated prostate cancer patients (RCNRPC), and rectal cancer in irradiated prostate cancer patients (RCRPC). RARC represents a unique but understudied subset of rectal cancer, and thus requires a more comprehensive investigation in order to improve its treatment and prognosis.
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Affiliation(s)
- Dana M Omer
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Hannah M Thompson
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Floris S Verheij
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Jonathan B Yuval
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Roni Rosen
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Nathalie R A Beets
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Anisha Luthra
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Paul B Romesser
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Philip B Paty
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Julio Garcia-Aguilar
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Francisco Sanchez-Vega
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
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118
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Feng J, Hu Z, Xia X, Liu X, Lian Z, Wang H, Wang L, Wang C, Zhang X, Pang X. Feedback activation of EGFR/wild-type RAS signaling axis limits KRAS G12D inhibitor efficacy in KRAS G12D-mutated colorectal cancer. Oncogene 2023; 42:1620-1633. [PMID: 37020035 PMCID: PMC10181928 DOI: 10.1038/s41388-023-02676-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 03/08/2023] [Accepted: 03/17/2023] [Indexed: 04/07/2023]
Abstract
Colorectal cancer (CRC), which shows a high degree of heterogeneity, is the third most deadly cancer worldwide. Mutational activation of KRASG12D occurs in approximately 10-12% of CRC cases, but the susceptibility of KRASG12D-mutated CRC to the recently discovered KRASG12D inhibitor MRTX1133 has not been fully defined. Here, we report that MRTX1133 treatment caused reversible growth arrest in KRASG12D-mutated CRC cells, accompanied by partial reactivation of RAS effector signaling. Through a drug-anchored synthetic lethality screen, we discovered that epidermal growth factor receptor (EGFR) inhibition was synthetic lethal with MRTX1133. Mechanistically, MRTX1133 treatment downregulated the expression of ERBB receptor feedback inhibitor 1 (ERRFI1), a crucial negative regulator of EGFR, thereby causing EGFR feedback activation. Notably, wild-type isoforms of RAS, including H-RAS and N-RAS, but not oncogenic K-RAS, mediated signaling downstream of activated EGFR, leading to RAS effector signaling rebound and reduced MRTX1133 efficacy. Blockade of activated EGFR with clinically used antibodies or kinase inhibitors suppressed the EGFR/wild-type RAS signaling axis, sensitized MRTX1133 monotherapy, and caused the regression of KRASG12D-mutant CRC organoids and cell line-derived xenografts. Overall, this study uncovers feedback activation of EGFR as a prominent molecular event that restricts KRASG12D inhibitor efficacy and establishes a potential combination therapy consisting of KRASG12D and EGFR inhibitors for patients with KRASG12D-mutated CRC.
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Affiliation(s)
- Juanjuan Feng
- Southern Medical University Affiliated Fengxian Hospital, The Third School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong Province, 510515, China
- Shanghai Key Laboratory of Regulatory Biology and School of Life Sciences, East China Normal University, Shanghai, 200241, China
| | - Zhongwei Hu
- Southern Medical University Affiliated Fengxian Hospital, The Third School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong Province, 510515, China
| | - Xinting Xia
- Shanghai Key Laboratory of Regulatory Biology and School of Life Sciences, East China Normal University, Shanghai, 200241, China
| | - Xiaogu Liu
- Southern Medical University Affiliated Fengxian Hospital, The Third School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong Province, 510515, China
| | - Zhengke Lian
- Shanghai Key Laboratory of Regulatory Biology and School of Life Sciences, East China Normal University, Shanghai, 200241, China
| | - Hui Wang
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200240, China
| | - Liren Wang
- Shanghai Key Laboratory of Regulatory Biology and School of Life Sciences, East China Normal University, Shanghai, 200241, China
| | - Cun Wang
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200240, China
| | - Xueli Zhang
- Southern Medical University Affiliated Fengxian Hospital, The Third School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong Province, 510515, China.
| | - Xiufeng Pang
- Shanghai Key Laboratory of Regulatory Biology and School of Life Sciences, East China Normal University, Shanghai, 200241, China.
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119
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Mou H, Eskiocak O, Özler KA, Gorman M, Yue J, Jin Y, Wang Z, Gao Y, Janowitz T, Meyer HV, Yu T, Wilkinson JE, Kucukural A, Ozata DM, Beyaz S. CRISPR-induced exon skipping of β-catenin reveals tumorigenic mutants driving distinct subtypes of liver cancer. J Pathol 2023; 259:415-427. [PMID: 36641763 PMCID: PMC10273193 DOI: 10.1002/path.6054] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 12/01/2022] [Accepted: 01/12/2023] [Indexed: 01/16/2023]
Abstract
CRISPR/Cas9-driven cancer modeling studies are based on the disruption of tumor suppressor genes by small insertions or deletions (indels) that lead to frame-shift mutations. In addition, CRISPR/Cas9 is widely used to define the significance of cancer oncogenes and genetic dependencies in loss-of-function studies. However, how CRISPR/Cas9 influences gain-of-function oncogenic mutations is elusive. Here, we demonstrate that single guide RNA targeting exon 3 of Ctnnb1 (encoding β-catenin) results in exon skipping and generates gain-of-function isoforms in vivo. CRISPR/Cas9-mediated exon skipping of Ctnnb1 induces liver tumor formation in synergy with YAPS127A in mice. We define two distinct exon skipping-induced tumor subtypes with different histological and transcriptional features. Notably, ectopic expression of two exon-skipped β-catenin transcript isoforms together with YAPS127A phenocopies the two distinct subtypes of liver cancer. Moreover, we identify similar CTNNB1 exon-skipping events in patients with hepatocellular carcinoma. Collectively, our findings advance our understanding of β-catenin-related tumorigenesis and reveal that CRISPR/Cas9 can be repurposed, in vivo, to study gain-of-function mutations of oncogenes in cancer. © 2023 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Haiwei Mou
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Onur Eskiocak
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Kadir A. Özler
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Megan Gorman
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Junjiayu Yue
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Ying Jin
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Zhikai Wang
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Ya Gao
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | | | | | - Tianxiong Yu
- Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, USA
| | - John E Wilkinson
- Department of Comparative Medicine, University of Washington, Seattle, WA, USA
| | - Alper Kucukural
- Bioinformatics Core, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA, USA
| | - Deniz M. Ozata
- Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University, S-106 91 Stockholm, Sweden
| | - Semir Beyaz
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
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120
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Shin AE, Giancotti FG, Rustgi AK. Metastatic colorectal cancer: mechanisms and emerging therapeutics. Trends Pharmacol Sci 2023; 44:222-236. [PMID: 36828759 PMCID: PMC10365888 DOI: 10.1016/j.tips.2023.01.003] [Citation(s) in RCA: 108] [Impact Index Per Article: 108.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 01/20/2023] [Accepted: 01/25/2023] [Indexed: 02/25/2023]
Abstract
Metastatic colorectal cancer (mCRC) remains a lethal disease with an approximately 14% 5-year survival rate. While early-stage colorectal cancer (CRC) can be cured by surgery with or without adjuvant chemotherapy, mCRC cannot be eradicated due to a large burden of disseminated cancer cells comprising therapy-resistant metastasis-competent cells. To address this gap, recent studies have focused on further elucidating the molecular mechanisms underlying colorectal metastasis and recognizing the limitations of available therapeutic interventions. In this review, we discuss newfound factors that regulate CRC cell dissemination and colonization of distant organs, such as genetic mutations, identification of metastasis-initiating cells (MICs), epithelial-mesenchymal transition (EMT), and the tumor microenvironment (TME). We also review current treatments for mCRC, therapeutic regimens undergoing clinical trials, and trending preclinical studies being investigated to target treatment-resistant mCRC.
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Affiliation(s)
- Alice E Shin
- Herbert Irving Comprehensive Cancer Center, Division of Digestive and Liver Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA; Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA
| | - Filippo G Giancotti
- Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA; Department of Genetics and Development, Columbia University Irving Medical Center, New York, NY, USA
| | - Anil K Rustgi
- Herbert Irving Comprehensive Cancer Center, Division of Digestive and Liver Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA; Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA.
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121
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Shimozaki K, Nakayama I, Hirota T, Yamaguchi K. Current Strategy to Treat Immunogenic Gastrointestinal Cancers: Perspectives for a New Era. Cells 2023; 12:1049. [PMID: 37048122 PMCID: PMC10093684 DOI: 10.3390/cells12071049] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 03/15/2023] [Accepted: 03/29/2023] [Indexed: 04/14/2023] Open
Abstract
Since pembrolizumab, an anti-programmed death-1 (PD-1) antibody, showed a dramatic response to immunogenic cancers with microsatellite instability-high (MSI-H) and/or deficient mismatch repair (dMMR) in the pilot clinical trial KEYNOTE-016, subsequent studies have confirmed durable responses of anti-PD-1 inhibitors for MSI-H/dMMR solid tumors. As immunotherapy is described as a "game changer," the therapeutic landscape for MSI-H/dMMR solid tumors including gastrointestinal cancers has changed considerably in the last decade. An MSI/MMR status has been established as the predictive biomarker for immune checkpoint blockades, playing an indispensable role in the clinical practice of patients with MSI-H/dMMR tumors. Immunotherapy is also now investigated for locally advanced MSI-H/dMMR gastrointestinal cancers. Despite this great success, a few populations with MSI-H/dMMR gastrointestinal cancers do not respond to immunotherapy, possibly due to the existence of intrinsic or acquired resistance mechanisms. Clarifying the underlying mechanisms of resistance remains a future task, whereas attempts to overcome resistance and improve the efficacy of immunotherapy are currently ongoing. Herein, we review recent clinical trials with special attention to MSI-H/dMMR gastrointestinal cancers together with basic/translational findings, which provide their rationale, and discuss perspectives for the further therapeutic development of treatment in this field.
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Affiliation(s)
- Keitaro Shimozaki
- Department of Gastrointestinal Oncology, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, Tokyo 135-0063, Japan
- Department of Gastroenterology and Hepatology, Division of Internal Medicine, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Izuma Nakayama
- Department of Gastrointestinal Oncology, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, Tokyo 135-0063, Japan
| | - Toru Hirota
- Department of Experimental Pathology, Cancer Institute of the Japanese Foundation for Cancer Research, Tokyo 135-8550, Japan
| | - Kensei Yamaguchi
- Department of Gastrointestinal Oncology, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, Tokyo 135-0063, Japan
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122
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Quintanilha JCF, Graf RP, Oxnard GR. BRAF V600E and RNF43 Co-mutations Predict Patient Outcomes With Targeted Therapies in Real-World Cases of Colorectal Cancer. Oncologist 2023; 28:e171-e174. [PMID: 36779536 PMCID: PMC10020799 DOI: 10.1093/oncolo/oyac265] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 11/29/2022] [Indexed: 02/14/2023] Open
Abstract
Anti-BRAF/EGFR therapy is approved for metastatic colorectal cancer (mCRC) with BRAFV600E mutations, although not all patients respond. Novel recent findings indicate the potential of RNF43 mutations to predict outcomes in patients with BRAF-mutated microsatellite stable (MSS) mCRC treated with anti-BRAF/EGFR therapy. This study aimed to independently and rapidly validate BRAFV600E/RNF43 co-mutations as predictive biomarkers of benefit to anti-EGFR/BRAF therapy. Clinical data were derived from electronic health record data from ~280 US cancer clinics between January 2011 and March 2022 from the Flatiron Health-Foundation Medicine real-world clinico-genomic mCRC database. Real-world cases of BRAFV600E-mutated mCRC, with patients receiving anti-BRAF/EGFR therapy (n = 49), were included. Patients who were MSS, with RNF43 mutations, had favorable progression-free survival (hazard ratio [HR] 0.29; 95% CI [CI], 0.13-0.65) and overall survival (HR 0.32, 95% CI, 0.12-0.84) compared with wild type. No difference in outcomes was observed between patient groups with RNF43-mutant versus wild-type receiving standard-of-care chemotherapy. BRAFV600E/RNF43 co-mutations predict mCRC anti-BRAF/EGFR outcomes in diverse clinical settings.
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Affiliation(s)
| | - Ryon P Graf
- Clinical Development, Foundation Medicine, Cambridge, MA, USA
| | - Geoffrey R Oxnard
- Corresponding author: Geoffrey R. Oxnard, Foundation Medicine, 150 Second St, Cambridge, Massachusetts. Tel: +1 617 418 2200;
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123
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Ben Hamouda S, Essafi-Benkhadir K. Interplay between Signaling Pathways and Tumor Microenvironment Components: A Paradoxical Role in Colorectal Cancer. Int J Mol Sci 2023; 24:ijms24065600. [PMID: 36982677 PMCID: PMC10057671 DOI: 10.3390/ijms24065600] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 03/06/2023] [Accepted: 03/07/2023] [Indexed: 03/17/2023] Open
Abstract
The study of the tumor microenvironment (TME) has become an important part of colorectal cancer (CRC) research. Indeed, it is now accepted that the invasive character of a primary CRC is determined not only by the genotype of the tumor cells, but also by their interactions with the extracellular environment, which thereby orchestrates the development of the tumor. In fact, the TME cells are a double-edged sword as they play both pro- and anti-tumor roles. The interaction of the tumor-infiltrating cells (TIC) with the cancer cells induces the polarization of the TIC, exhibiting an antagonist phenotype. This polarization is controlled by a plethora of interconnected pro- and anti-oncogenic signaling pathways. The complexity of this interaction and the dual function of these different actors contribute to the failure of CRC control. Thus, a better understanding of such mechanisms is of great interest and provides new opportunities for the development of personalized and efficient therapies for CRC. In this review, we summarize the signaling pathways linked to CRC and their implication in the development or inhibition of the tumor initiation and progression. In the second part, we enlist the major components of the TME and discuss the complexity of their cells functions.
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124
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Pecar G, Liu S, Hooda J, Atkinson JM, Oesterreich S, Lee AV. RET signaling in breast cancer therapeutic resistance and metastasis. Breast Cancer Res 2023; 25:26. [PMID: 36918928 PMCID: PMC10015789 DOI: 10.1186/s13058-023-01622-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 02/16/2023] [Indexed: 03/15/2023] Open
Abstract
RET, a single-pass receptor tyrosine kinase encoded on human chromosome 10, is well known to the field of developmental biology for its role in the ontogenesis of the central and enteric nervous systems and the kidney. In adults, RET alterations have been characterized as drivers of non-small cell lung cancer and multiple neuroendocrine neoplasms. In breast cancer, RET signaling networks have been shown to influence diverse functions including tumor development, metastasis, and therapeutic resistance. While RET is known to drive the development and progression of multiple solid tumors, therapeutic agents selectively targeting RET are relatively new, though multiple multi-kinase inhibitors have shown promise as RET inhibitors in the past; further, RET has been historically neglected as a potential therapeutic co-target in endocrine-refractory breast cancers despite mounting evidence for a key pathologic role and repeated description of a bi-directional relationship with the estrogen receptor, the principal driver of most breast tumors. Additionally, the recent discovery of RET enrichment in breast cancer brain metastases suggests a role for RET inhibition specific to advanced disease. This review assesses the status of research on RET in breast cancer and evaluates the therapeutic potential of RET-selective kinase inhibitors across major breast cancer subtypes.
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Affiliation(s)
- Geoffrey Pecar
- Women's Cancer Research Center, UPMC Hillman Cancer Center and Magee-Womens Research Institute, Pittsburgh, PA, USA
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, The Assembly, Room 2051, 5051 Centre Avenue, Pittsburgh, PA, 15213, USA
| | - Simeng Liu
- Women's Cancer Research Center, UPMC Hillman Cancer Center and Magee-Womens Research Institute, Pittsburgh, PA, USA
- School of Medicine, Tsinghua University, Beijing, China
- School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jagmohan Hooda
- Women's Cancer Research Center, UPMC Hillman Cancer Center and Magee-Womens Research Institute, Pittsburgh, PA, USA
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, The Assembly, Room 2051, 5051 Centre Avenue, Pittsburgh, PA, 15213, USA
| | - Jennifer M Atkinson
- Women's Cancer Research Center, UPMC Hillman Cancer Center and Magee-Womens Research Institute, Pittsburgh, PA, USA
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, The Assembly, Room 2051, 5051 Centre Avenue, Pittsburgh, PA, 15213, USA
| | - Steffi Oesterreich
- Women's Cancer Research Center, UPMC Hillman Cancer Center and Magee-Womens Research Institute, Pittsburgh, PA, USA
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, The Assembly, Room 2051, 5051 Centre Avenue, Pittsburgh, PA, 15213, USA
| | - Adrian V Lee
- Women's Cancer Research Center, UPMC Hillman Cancer Center and Magee-Womens Research Institute, Pittsburgh, PA, USA.
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, The Assembly, Room 2051, 5051 Centre Avenue, Pittsburgh, PA, 15213, USA.
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125
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Foote MB, Walch H, Chatila W, Vakiani E, Chandler C, Steinruecke F, Nash GM, Stadler Z, Chung S, Yaeger R, Braghrioli MI, Shia J, Kemel Y, Maio A, Sheehan M, Rousseau B, Argilés G, Berger M, Solit D, Schultz N, Diaz LA, Cercek A. Molecular Classification of Appendiceal Adenocarcinoma. J Clin Oncol 2023; 41:1553-1564. [PMID: 36493333 PMCID: PMC10043565 DOI: 10.1200/jco.22.01392] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Revised: 08/09/2022] [Accepted: 10/11/2022] [Indexed: 12/14/2022] Open
Abstract
PURPOSE Appendiceal adenocarcinomas (ACs) are rare, histologically diverse malignancies treated as colorectal cancers despite having distinct biology and clinical behavior. To guide clinical decision making, we defined molecular subtypes of AC associated with patient survival, metastatic burden, and chemotherapy response. PATIENTS AND METHODS A comprehensive molecular analysis was performed in patients with AC to define molecular subtypes. Associations between molecular subtype and overall survival, intraoperative peritoneal cancer index, and first-line chemotherapy response were assessed adjusting for histopathologic and clinical variables using multivariable Cox proportional hazards, linear regression, and logistic regression models. RESULTS We defined distinct molecular lineages of mucinous appendiceal adenocarcinoma (MAAP) from co-occurring mutations in GNAS, RAS, and TP53. Of 164 MAAP tumors, 24 were RAS-mutant (mut) predominant (RAS-mut/GNAS-wild-type [wt]/TP53-wt) with significantly decreased mutations and chromosomal alterations compared with tumors with GNAS mutations (GNAS-mut predominant) or TP53 mutations (TP53-mut predominant). No patient with RAS-mut predominant subtype metastatic MAAP died of cancer, and overall survival in this subgroup was significantly improved compared with patients with GNAS-mut (P = .05) and TP53-mut (P = .004) predominant subtypes. TP53-mut predominant subtypes were highly aneuploid; increased tumor aneuploidy was independently (P = .001) associated with poor prognosis. The findings retained significance in patients with any metastatic AC. RAS-mut predominant metastases exhibited reduced peritoneal tumor bulk (P = .04) and stromal invasion (P < .001) compared with GNAS-mut or TP53-mut predominant tumors, respectively. Patients with RAS-mut predominant MAAP responded more to first-line chemotherapy (50%) compared with patients with GNAS-mut predominant tumors (6%, P = .03). CONCLUSION AC molecular patterns identify distinct molecular subtypes: a clinically indolent RAS-mut/GNAS-wt/TP53-wt subtype; a chemotherapy-resistant GNAS-mut predominant subtype; and an aggressive, highly aneuploid TP53-mut predominant subtype. Each subtype exhibits conserved clinical behavior irrespective of histopathology.
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Affiliation(s)
- Michael B. Foote
- Division of Solid Tumor Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Henry Walch
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Walid Chatila
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
- Marie-Josee and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Efsevia Vakiani
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Chris Chandler
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Felix Steinruecke
- Division of Solid Tumor Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Garrett M. Nash
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Zsofia Stadler
- Division of Solid Tumor Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sebastian Chung
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Rona Yaeger
- Division of Solid Tumor Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Maria Ignez Braghrioli
- Division of Medical Oncology, Instituto do Câncer do Estado de São Paulo, São Paulo, Brazil
| | - Jinru Shia
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Yelena Kemel
- Niehaus Center for Inherited Cancer Genomics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Anna Maio
- Niehaus Center for Inherited Cancer Genomics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Margaret Sheehan
- Niehaus Center for Inherited Cancer Genomics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Benoit Rousseau
- Division of Solid Tumor Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Guillem Argilés
- Division of Solid Tumor Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Michael Berger
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
- Marie-Josee and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - David Solit
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
- Marie-Josee and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Nikolaus Schultz
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
- Marie-Josee and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Luis A. Diaz
- Division of Solid Tumor Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Andrea Cercek
- Division of Solid Tumor Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
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Wang H, Chi L, Yu F, Dai H, Gao C, Si X, Wang Z, Liu L, Zheng J, Shan L, Liu H, Zhang Q. Annual review of KRAS inhibitors in 2022. Eur J Med Chem 2023; 249:115124. [PMID: 36680986 DOI: 10.1016/j.ejmech.2023.115124] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 01/12/2023] [Accepted: 01/14/2023] [Indexed: 01/17/2023]
Abstract
Kirsten rat sarcoma viral (KRAS) oncogene is the most commonly mutated isoform of RAS, accounting for 85% of RAS-driven human cancers. KRAS functioning as a signaling hub participates in multiple cellular signaling pathways and regulates a variety of critical processes such as cell proliferation, differentiation, growth, metabolism and migration. Over the past decades, KRAS oncoprotein has been considered as an "undruggable" target due to its smooth surface and high GTP/GDP affinity. The breakthrough in directly targeting G12C mutated-KRAS and recently approved covalent KRASG12C inhibitors sotorasib and adagrasib broke the myth of KRAS undruggable and confirmed the directly targeting KRAS as one of the most promising strategies for the treatment of cancers. Targeting KRASG12C successfully enriched the understanding of KRAS and brought opportunities for the development of inhibitors to directly target other KRAS mutations. With the stage now set for a new era in the treatment of KRAS-driven cancers, the development of KRAS inhibitors also enters a booming epoch. In this review, we overviewed the research progress of KRAS inhibitors with the potential to treat cancers covering articles published in 2022. The design strategies, discovery processes, structure-activity relationship (SAR) studies, cocrystal structure analysis as well as in vitro and in vivo activity were highlighted with the aim of providing updated sight to accelerate the further development of more potent inhibitors targeting various mutated-KRAS with favorable drug-like properties.
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Affiliation(s)
- Hao Wang
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China; Collaborative Innovation Center of New Drug Research and Safety Evaluation of Henan Province, Zhengzhou, 450001, China
| | - Lingling Chi
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China; Collaborative Innovation Center of New Drug Research and Safety Evaluation of Henan Province, Zhengzhou, 450001, China
| | - Fuqiang Yu
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China; Collaborative Innovation Center of New Drug Research and Safety Evaluation of Henan Province, Zhengzhou, 450001, China
| | - Honglin Dai
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China; Collaborative Innovation Center of New Drug Research and Safety Evaluation of Henan Province, Zhengzhou, 450001, China
| | - Chao Gao
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China; Collaborative Innovation Center of New Drug Research and Safety Evaluation of Henan Province, Zhengzhou, 450001, China
| | - Xiaojie Si
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China; Collaborative Innovation Center of New Drug Research and Safety Evaluation of Henan Province, Zhengzhou, 450001, China
| | - Zhengjie Wang
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China; Collaborative Innovation Center of New Drug Research and Safety Evaluation of Henan Province, Zhengzhou, 450001, China
| | - Limin Liu
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China; Collaborative Innovation Center of New Drug Research and Safety Evaluation of Henan Province, Zhengzhou, 450001, China
| | - Jiaxin Zheng
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China; Collaborative Innovation Center of New Drug Research and Safety Evaluation of Henan Province, Zhengzhou, 450001, China
| | - Lihong Shan
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China; Collaborative Innovation Center of New Drug Research and Safety Evaluation of Henan Province, Zhengzhou, 450001, China.
| | - Hongmin Liu
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China; Collaborative Innovation Center of New Drug Research and Safety Evaluation of Henan Province, Zhengzhou, 450001, China; State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou, 450052, China; Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education, Zhengzhou, 450001, China.
| | - Qiurong Zhang
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China; Collaborative Innovation Center of New Drug Research and Safety Evaluation of Henan Province, Zhengzhou, 450001, China; Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education, Zhengzhou, 450001, China.
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Fang H, Bertl J, Zhu X, Lam TC, Wu S, Shih DJ, Wong JW. Tumour mutational burden is overestimated by target cancer gene panels. JOURNAL OF THE NATIONAL CANCER CENTER 2023; 3:56-64. [PMID: 39036316 PMCID: PMC11256552 DOI: 10.1016/j.jncc.2022.10.004] [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: 12/19/2021] [Revised: 10/13/2022] [Accepted: 10/27/2022] [Indexed: 11/21/2022] Open
Abstract
Background Tumour mutational burden (TMB) has emerged as a predictive marker for responsiveness to immune checkpoint inhibitors (ICI) in multiple tumour types. It can be calculated from somatic mutations detected from whole exome or targeted panel sequencing data. As mutations are unevenly distributed across the cancer genome, the clinical implications from TMB calculated using different genomic regions are not clear. Methods Pan-cancer data of 10,179 samples were collected from The Cancer Genome Atlas cohort and 6,831 cancer patients with either ICI or non-ICI treatment outcomes were derived from published papers. TMB was calculated as the count of non-synonymous mutations and normalised by the size of genomic regions. Dirichlet method, linear regression and Poisson calibration models are used to unify TMB from different gene panels. Results We found that panels based on cancer genes usually overestimate TMB compared to whole exome, potentially leading to misclassification of patients to receive ICI. The overestimation is caused by positive selection for mutations in cancer genes and cannot be completely addressed by the removal of mutational hotspots. We compared different approaches to address this discrepancy and developed a generalised statistical model capable of interconverting TMB derived from whole exome and different panel sequencing data, enabling TMB correction for patient stratification for ICI treatment. We show that in a cohort of lung cancer patients treated with ICI, when using a TMB cutoff of 10 mut/Mb, our corrected TMB outperforms the original panel-based TMB. Conclusion Cancer gene-based panels usually overestimate TMB, and these findings will be valuable for unifying TMB calculations across cancer gene panels in clinical practice.
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Affiliation(s)
- Hu Fang
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
- South China Hospital, Health Science Center, Shenzhen University, Shenzhen, China
| | - Johanna Bertl
- Department of Mathematics, Aarhus University, Aarhus, Denmark
| | - Xiaoqiang Zhu
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Tai Chung Lam
- Department of Clinical Oncology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Song Wu
- South China Hospital, Health Science Center, Shenzhen University, Shenzhen, China
| | - David J.H. Shih
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Jason W.H. Wong
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
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Taieb J, Lonardi S, Desai J, Folprecht G, Gallois C, Marques EP, Khan S, Castagné C, Wasan H. Adverse Events Associated with Encorafenib Plus Cetuximab in Patients with BRAFV600E-mutant Metastatic Colorectal Cancer: An in-depth Analysis of the BEACON CRC Study. Clin Colorectal Cancer 2023; 22:59-66. [PMID: 36653241 DOI: 10.1016/j.clcc.2022.12.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 12/19/2022] [Accepted: 12/21/2022] [Indexed: 12/26/2022]
Abstract
BACKGROUND The BRAF inhibitor encorafenib in combination with cetuximab was recently approved for patients with BRAFV600E-mutated (BRAFV600Emut) metastatic colorectal cancer (mCRC). Approval was based on positive results from the phase 3 BEACON CRC study in BRAFV600Emut mCRC patients who had progressed after 1-2 previous regimens. This analysis provides a detailed examination of the adverse events (AEs) of interest (AEIs) with encorafenib+cetuximab in the BEACON study to aid gastrointestinal oncologists, given the limited experience with this combination. MATERIALS AND METHODS AEIs, including dermatological AEs, arthralgia/myalgia, nausea/vomiting, diarrhea, abdominal pain, fatigue/asthenia and nephrotoxicity, were examined in the doublet therapy group. Clinical characteristics associated with these AEs, AE grade, time to onset and time to resolution were also studied. RESULTS Safety analysis included 216/220 patients randomized to doublet therapy. The most commonly occurring AEI was dermatological toxicity (75.5%), followed by arthralgia/myalgia (56.0%) and fatigue/asthenia (56.0%). Other than nephrotoxicity (7 patients; 5/7 with Grade 3 or 4), most AEs were Grade 1 or 2. Most AEs were more common in women than men (nausea/vomiting, diarrhea, abdominal pain, dermatological AEs, and arthralgia/myalgia). Nausea/vomiting, abdominal pain and fatigue/asthenia were more common in patients aged ≥70 years. Most AEs developed early, within the first 1-2 months of treatment, and resolved within 1-2 weeks. In addition, survival outcomes were better in patients experiencing arthralgia/myalgia or dermatological toxicities. CONCLUSION This analysis indicated that, except for rare cases of nephrotoxicity, encorafenib+cetuximab is well tolerated in most patients, with most AEIs being mild-to-moderate in severity, occurring early and resolving rapidly. CLINICAL TRIAL REGISTRATION the BEACON study (ClinicalTrials.gov, NCT02928224; EudraCT, 2015-005805-35).
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Affiliation(s)
- Julien Taieb
- Department of Gastroenterology and Digestive Oncology, Georges Pompidou European Hospital, AP-HP, Université Paris-Cité, SIRIC CARPEM, Paris University, Paris, France.
| | - Sara Lonardi
- Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Jayesh Desai
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Gunnar Folprecht
- Medical Dept. I, University Hospital Carl Gustav Carus, University Cancer Centre, Dresden, Germany
| | - Claire Gallois
- Department of Gastroenterology and Digestive Oncology, Georges Pompidou European Hospital, AP-HP, Université Paris-Cité, SIRIC CARPEM, Paris University, Paris, France
| | | | - Sadya Khan
- Pierre Fabre, Boulogne-Billancourt, France
| | | | - Harpreet Wasan
- Division of Cancer, Hammersmith Hospital, Imperial College London, London, United Kingdom
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Boatman S, Mott SL, Shaukat A, Melton GB, Gaertner WB, Weiser M, Ikramuddin S, Madoff R, Hassan I, Goffredo P. Endoscopic polypectomy for malignant polyps: Should tumor location (right versus left side) guide clinical decisions? Surgery 2023; 173:674-680. [PMID: 36266122 PMCID: PMC10151005 DOI: 10.1016/j.surg.2022.07.041] [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: 04/27/2022] [Revised: 07/25/2022] [Accepted: 07/30/2022] [Indexed: 01/01/2023]
Abstract
BACKGROUND Current guidelines consider endoscopic resection appropriate treatment for malignant colon polyps with negative margins, low-grade histology, and no lymphovascular invasion. While increasing literature demonstrates a worse prognosis for advanced stage right- versus left-sided colon cancers after curative treatment, there is paucity of data regarding prognostic effect of location in patients undergoing endoscopic resection of T1 polyps. We hypothesized the more aggressive biologic behavior observed in advanced right-sided cancers would be similarly represented in malignant polyps, and this location would be associated with lower overall survival. METHODS The National Cancer Database was queried for adults with T1NxMx tumors who underwent endoscopic polypectomy (2004-2017). Patients with positive margins or without follow-up information were excluded. RESULTS A total of 2,337 patients met inclusion criteria; 22% had right-sided polyps. Endoscopically excised proximal tumors were more common in elderly, and those with public insurance and more comorbidities (all P < .01). Among patients with complete pathologic data, there were no statistical differences between right- and left-sided polyps with 1 cm median size, >92% without lymphovascular invasion, and 100% without tumor deposits. Univariate analysis showed 73% vs 86% 5-year overall survival for right versus left polyps (P < .01). After adjustment for available confounders, right-sided location remained significantly associated with worse overall survival (hazard ratio 1.49, 95% confidence interval 1.21-1.83). CONCLUSION In this national cohort of patients with endoscopically excised malignant polyps, we identified right colon location as an independent prognostic factor associated with increased risk of mortality. Our data suggest polyp location should be taken into consideration when making clinical decisions regarding treatment and/or surveillance.
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Affiliation(s)
- Sonja Boatman
- Department of Surgery, University of Minnesota, Minneapolis, MN
| | - Sarah L Mott
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA
| | - Aasma Shaukat
- Department of Gastroenterology, New York University Langone Health, New York, NY
| | - Genevieve B Melton
- Department of Surgery, University of Minnesota, Minneapolis, MN; Division of Colon and Rectal Surgery, Department of Surgery, University of Minnesota, Minneapolis, MN
| | - Wolfgang B Gaertner
- Department of Surgery, University of Minnesota, Minneapolis, MN; Division of Colon and Rectal Surgery, Department of Surgery, University of Minnesota, Minneapolis, MN
| | - Martin Weiser
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Robert Madoff
- Department of Surgery, University of Minnesota, Minneapolis, MN; Division of Colon and Rectal Surgery, Department of Surgery, University of Minnesota, Minneapolis, MN
| | - Imran Hassan
- Department of Surgery, University of Iowa Hospitals and Clinics, Iowa City, IA
| | - Paolo Goffredo
- Department of Surgery, University of Minnesota, Minneapolis, MN; Division of Colon and Rectal Surgery, Department of Surgery, University of Minnesota, Minneapolis, MN; Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY.
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Zhu J, Ji L, Chen Y, Li H, Huang M, Dai Z, Wang J, Xiang D, Fu G, Lei Z, Chu X. Organoids and organs-on-chips: insights into predicting the efficacy of systemic treatment in colorectal cancer. Cell Death Discov 2023; 9:72. [PMID: 36813783 PMCID: PMC9947255 DOI: 10.1038/s41420-023-01354-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 01/18/2023] [Accepted: 01/30/2023] [Indexed: 02/24/2023] Open
Abstract
Cancer heterogeneity has posed a great challenge to traditional cancer treatment, with the reappearance of cancer heterogeneity of inter and intra patients being especially critical. Based on this, personalized therapy has emerged as significant research focus in recent and even future years. Cancer-related therapeutic models are developing, including cell lines, patient-derived xenografts, organoids, etc. Organoids are three-dimensional in vitro models emerged in the past dozen years and are able to reproduce the cellular and molecular composition of the original tumor. These advantages demonstrate the great potential for patient-derived organoids to develop personalized anticancer therapies, including preclinical drug screening and the prediction of patient treatment response. The impact of microenvironment on cancer treatment cannot be underestimated, and the remodeling of microenvironment also allows organoids to interact with other technologies, among which organs-on-chips is a representative one. This review highlights the use of organoids and organs-on-chips as complementary reference tools in treating colorectal cancer from the perspective of clinical efficacy predictability. We also discuss the limitations of both techniques and how they complement each other well.
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Affiliation(s)
- Jialong Zhu
- grid.284723.80000 0000 8877 7471Department of Medical Oncology, Jinling Hospital, The First School of Clinical Medicine, Southern Medical University, Nanjing, 210000 China
| | - Linlin Ji
- grid.41156.370000 0001 2314 964XDepartment of Medical Oncology, Affiliated Jinling Hospital, Medical School, Nanjing University, Nanjing, 210000 China
| | - Yitian Chen
- grid.284723.80000 0000 8877 7471Department of Medical Oncology, Jinling Hospital, The First School of Clinical Medicine, Southern Medical University, Nanjing, 210000 China ,grid.41156.370000 0001 2314 964XDepartment of Medical Oncology, Affiliated Jinling Hospital, Medical School, Nanjing University, Nanjing, 210000 China ,grid.89957.3a0000 0000 9255 8984Department of Medical Oncology, Jinling Hospital, Nanjing Medical University, Nanjing, 210000 China ,grid.410745.30000 0004 1765 1045Department of Medical Oncology, Jinling Hospital, Nanjing University of Chinese Medicine, Nanjing, 210000 China
| | - Huiyu Li
- grid.41156.370000 0001 2314 964XDepartment of Medical Oncology, Affiliated Jinling Hospital, Medical School, Nanjing University, Nanjing, 210000 China
| | - Mengxi Huang
- grid.41156.370000 0001 2314 964XDepartment of Medical Oncology, Affiliated Jinling Hospital, Medical School, Nanjing University, Nanjing, 210000 China
| | - Zhe Dai
- grid.41156.370000 0001 2314 964XDepartment of Medical Oncology, Affiliated Jinling Hospital, Medical School, Nanjing University, Nanjing, 210000 China
| | - Jing Wang
- grid.41156.370000 0001 2314 964XDepartment of Medical Oncology, Affiliated Jinling Hospital, Medical School, Nanjing University, Nanjing, 210000 China
| | - Dan Xiang
- grid.41156.370000 0001 2314 964XDepartment of Medical Oncology, Affiliated Jinling Hospital, Medical School, Nanjing University, Nanjing, 210000 China
| | - Gongbo Fu
- Department of Medical Oncology, Jinling Hospital, The First School of Clinical Medicine, Southern Medical University, Nanjing, 210000, China. .,Department of Medical Oncology, Affiliated Jinling Hospital, Medical School, Nanjing University, Nanjing, 210000, China. .,Department of Medical Oncology, Jinling Hospital, Nanjing Medical University, Nanjing, 210000, China. .,Department of Medical Oncology, Jinling Hospital, Nanjing University of Chinese Medicine, Nanjing, 210000, China.
| | - Zengjie Lei
- Department of Medical Oncology, Jinling Hospital, The First School of Clinical Medicine, Southern Medical University, Nanjing, 210000, China. .,Department of Medical Oncology, Affiliated Jinling Hospital, Medical School, Nanjing University, Nanjing, 210000, China. .,Department of Medical Oncology, Jinling Hospital, Nanjing Medical University, Nanjing, 210000, China. .,Department of Medical Oncology, Jinling Hospital, Nanjing University of Chinese Medicine, Nanjing, 210000, China.
| | - Xiaoyuan Chu
- Department of Medical Oncology, Jinling Hospital, The First School of Clinical Medicine, Southern Medical University, Nanjing, 210000, China. .,Department of Medical Oncology, Affiliated Jinling Hospital, Medical School, Nanjing University, Nanjing, 210000, China. .,Department of Medical Oncology, Jinling Hospital, Nanjing Medical University, Nanjing, 210000, China. .,Department of Medical Oncology, Jinling Hospital, Nanjing University of Chinese Medicine, Nanjing, 210000, China.
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Abstract
Intercellular communication by Wnt proteins governs many essential processes during development, tissue homeostasis and disease in all metazoans. Many context-dependent effects are initiated in the Wnt-producing cells and depend on the export of lipidated Wnt proteins. Although much focus has been on understanding intracellular Wnt signal transduction, the cellular machinery responsible for Wnt secretion became better understood only recently. After lipid modification by the acyl-transferase Porcupine, Wnt proteins bind their dedicated cargo protein Evi/Wntless for transport and secretion. Evi/Wntless and Porcupine are conserved transmembrane proteins, and their 3D structures were recently determined. In this Review, we summarise studies and structural data highlighting how Wnts are transported from the ER to the plasma membrane, and the role of SNX3-retromer during the recycling of its cargo receptor Evi/Wntless. We also describe the regulation of Wnt export through a post-translational mechanism and review the importance of Wnt secretion for organ development and cancer, and as a future biomarker.
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Affiliation(s)
- Lucie Wolf
- German Cancer Research Center (DKFZ), Division of Signalling and Functional Genomics and Heidelberg University, BioQuant and Department of Cell and Molecular Biology, 69120 Heidelberg, Germany
| | - Michael Boutros
- German Cancer Research Center (DKFZ), Division of Signalling and Functional Genomics and Heidelberg University, BioQuant and Department of Cell and Molecular Biology, 69120 Heidelberg, Germany
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Tang YL, Li DD, Duan JY, Sheng LM, Wang X. Resistance to targeted therapy in metastatic colorectal cancer: Current status and new developments. World J Gastroenterol 2023; 29:926-948. [PMID: 36844139 PMCID: PMC9950860 DOI: 10.3748/wjg.v29.i6.926] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 12/24/2022] [Accepted: 01/31/2023] [Indexed: 02/10/2023] Open
Abstract
Colorectal cancer (CRC) is one of the most lethal and common malignancies in the world. Chemotherapy has been the conventional treatment for metastatic CRC (mCRC) patients. However, the effects of chemotherapy have been unsatisfactory. With the advent of targeted therapy, the survival of patients with CRC have been prolonged. Over the past 20 years, targeted therapy for CRC has achieved substantial progress. However, targeted therapy has the same challenge of drug resistance as chemotherapy. Consequently, exploring the resistance mechanism and finding strategies to address the resistance to targeted therapy, along with searching for novel effective regimens, is a constant challenge in the mCRC treatment, and it is also a hot research topic. In this review, we focus on the current status on resistance to existing targeted therapies in mCRC and discuss future developments.
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Affiliation(s)
- Yuan-Ling Tang
- Department of Radiation Oncology, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
- Department of Abdominal Cancer, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Dan-Dan Li
- Department of Radiation Oncology, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
- Department of Abdominal Cancer, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Jia-Yu Duan
- Department of Radiation Oncology, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
- Department of Abdominal Cancer, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Lei-Ming Sheng
- Department of Radiation Oncology, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
- Department of Abdominal Cancer, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Xin Wang
- Department of Radiation Oncology, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
- Department of Abdominal Cancer, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
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ZHUANG YAN, NING CHUNLAN, LIU PENGFEI, ZHAO YANPENG, LI YUE, MA ZHENCHI, SHAN LULING, PIAO YINGZHE, ZHAO PENG, JIN XUN. LSM12 facilitates the progression of colorectal cancer by activating the WNT/CTNNB1 signaling pathway. Oncol Res 2023; 30:289-300. [PMID: 37303493 PMCID: PMC10207973 DOI: 10.32604/or.2022.028225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 01/29/2023] [Indexed: 02/11/2023] Open
Abstract
Aberrant activation of the WNT signaling pathway is a joint event in colorectal cancer (CRC), but the molecular mechanism is still unclear. Recently, RNA-splicing factor LSM12 (like-Sm protein 12) is highly expressed in CRC tissues. This study aimed to verify whether LSM12 is involved in regulating CRC progression via regulating the WNT signaling pathway. Here, we found that LSM12 is highly expressed in CRC patient-derived tissues and cells. LSM12 is involved in the proliferation, invasion, and apoptosis of CRC cells, similar to the function of WNT signaling in CRC. Furthermore, protein interaction simulation and biochemical experiments proved that LSM12 directly binds to CTNNB1 (also known as β-Catenin) and regulates its protein stability to affect the CTTNB1-LEF1-TCF1 transcriptional complex formation and the associated WNT downstream signaling pathway. LSM12 depletion in CRC cells decreased the in vivo tumor growth through repression of cancer cell growth and acceleration of cancer cell apoptosis. Taken together, we suggest that the high expression of LSM12 is a novel factor leading to aberrant WNT signaling activation, and that strategies targeting this molecular mechanism may contribute to developing a new therapeutic method for CRC.
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Affiliation(s)
- YAN ZHUANG
- Department of Colorectal Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, China
| | - CHUNLAN NING
- Department of Biochemistry and Molecular Biology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, China
- Tianjin Medical University, Tianjin, 300070, China
| | - PENGFEI LIU
- Department of Oncology, Tianjin Academy of Traditional Chinese Medicine Affiliated Hospital, Tianjin, 300120, China
| | - YANPENG ZHAO
- Tianjin Marvel Medical Laboratory, Tianjin Marvelbio Technology Co., Ltd., Tianjin, 300381, China
| | - YUE LI
- Department of Gastro Colorectal Oncology, Tianjin Cancer Hospital Airport Hospital, Tianjin, 300304, China
| | - ZHENCHI MA
- Department of Gastro Colorectal Oncology, Tianjin Cancer Hospital Airport Hospital, Tianjin, 300304, China
| | - LULING SHAN
- Department of Gastro Colorectal Oncology, Tianjin Cancer Hospital Airport Hospital, Tianjin, 300304, China
| | - YINGZHE PIAO
- Department of Neuro-Oncology and Neurosurgery, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin, 300060, China
| | - PENG ZHAO
- Department of Gastro Colorectal Oncology, Tianjin Cancer Hospital Airport Hospital, Tianjin, 300304, China
| | - XUN JIN
- Department of Biochemistry and Molecular Biology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, China
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Behera SK, Chandramohan. K., Muralee M, Sukumaran R, Krishna KMJ. Determinants of Lymph Node Yield and Involvement in Resectable Colon Cancer: A Study of Anatomical, Pathological, and Fresh, Nonfixed Specimen Dissection. Indian J Surg 2023. [DOI: 10.1007/s12262-023-03706-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2023] Open
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Chung J, Negm L, Bianchi V, Stengs L, Das A, Liu ZA, Sudhaman S, Aronson M, Brunga L, Edwards M, Forster V, Komosa M, Davidson S, Lees J, Tomboc P, Samuel D, Farah R, Bendel A, Knipstein J, Schneider KW, Reschke A, Zelcer S, Zorzi A, McWilliams R, Foulkes WD, Bedgood R, Peterson L, Rhode S, Van Damme A, Scheers I, Gardner S, Robbins G, Vanan MI, Meyn MS, Auer R, Leach B, Burke C, Villani A, Malkin D, Bouffet E, Huang A, Taylor MD, Durno C, Shlien A, Hawkins C, Getz G, Maruvka YE, Tabori U. Genomic Microsatellite Signatures Identify Germline Mismatch Repair Deficiency and Risk of Cancer Onset. J Clin Oncol 2023; 41:766-777. [PMID: 36240479 PMCID: PMC10489375 DOI: 10.1200/jco.21.02873] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 06/14/2022] [Accepted: 08/02/2022] [Indexed: 02/03/2023] Open
Abstract
PURPOSE Diagnosis of Mismatch Repair Deficiency (MMRD) is crucial for tumor management and early detection in patients with the cancer predisposition syndrome constitutional mismatch repair deficiency (CMMRD). Current diagnostic tools are cumbersome and inconsistent both in childhood cancers and in determining germline MMRD. PATIENTS AND METHODS We developed and analyzed a functional Low-pass Genomic Instability Characterization (LOGIC) assay to detect MMRD. The diagnostic performance of LOGIC was compared with that of current established assays including tumor mutational burden, immunohistochemistry, and the microsatellite instability panel. LOGIC was then applied to various normal tissues of patients with CMMRD with comprehensive clinical data including age of cancer presentation. RESULTS Overall, LOGIC was 100% sensitive and specific in detecting MMRD in childhood cancers (N = 376). It was more sensitive than the microsatellite instability panel (14%, P = 4.3 × 10-12), immunohistochemistry (86%, P = 4.6 × 10-3), or tumor mutational burden (80%, P = 9.1 × 10-4). LOGIC was able to distinguish CMMRD from other cancer predisposition syndromes using blood and saliva DNA (P < .0001, n = 277). In normal cells, MMRDness scores differed between tissues (GI > blood > brain), increased over time in the same individual, and revealed genotype-phenotype associations within the mismatch repair genes. Importantly, increased MMRDness score was associated with younger age of first cancer presentation in individuals with CMMRD (P = 2.2 × 10-5). CONCLUSION LOGIC was a robust tool for the diagnosis of MMRD in multiple cancer types and in normal tissues. LOGIC may inform therapeutic cancer decisions, provide rapid diagnosis of germline MMRD, and support tailored surveillance for individuals with CMMRD.
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Affiliation(s)
- Jiil Chung
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Logine Negm
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Medical Biophysics, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Vanessa Bianchi
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Lucie Stengs
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Anirban Das
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
- Division of Hematology/Oncology, The Hospital for Sick Children, Department of Pediatrics, University of Toronto, Toronto, ON, Canada
- Department of Pediatric Hematology/Oncology, Tata Medical Centre, Kolkata, India
| | - Zhihui Amy Liu
- Department of Biostatistics, Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Sumedha Sudhaman
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Melyssa Aronson
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital, Toronto, ON, Canada
| | - Ledia Brunga
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Paediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada
| | - Melissa Edwards
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Victoria Forster
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Martin Komosa
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Scott Davidson
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Paediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada
| | - Jodi Lees
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Patrick Tomboc
- Department of Pediatrics, West Virginia University, Morgantown, WV
| | | | - Roula Farah
- Lebanese American University Medical Center-Rizk, Beirut, Lebanon
| | - Anne Bendel
- Department of Pediatric Hematology-Oncology, Children's Minnesota, Minneapolis, MN
| | - Jeffrey Knipstein
- Division of Pediatric Hematology/Oncology/BMT, Medical College of Wisconsin, Milwaukee, WI
| | - Kami Wolfe Schneider
- Department of Pediatric Hematology-Oncology, Children's Hospital Colorado, Aurora, CO
| | - Agnes Reschke
- Department of Pediatric Hematology/Oncology, Stanford University, Palo Alto, CA
| | - Shayna Zelcer
- Department of Pediatrics, London Health Sciences Centre, London, ON, Canada
| | - Alexandra Zorzi
- Division of Haematology/Oncology, Western University, London, ON, Canada
| | | | - William D. Foulkes
- Departments of Oncology and Human Genetics, McGill University Health Centre, Cancer Genetics Program, Montreal, QC, Canada
| | | | - Lindsay Peterson
- Division of Medical Oncology, Washington University, St Louis, MO
| | - Sara Rhode
- Department of Hematology and Oncology, Cleveland Clinic, Cleveland, OH
| | - An Van Damme
- Pediatric Gastroenterology and Hepatology Unit, Cliniques Universitaires Saint-Luc, Université Catholique de Louvain, Brussels, Belgium
| | - Isabelle Scheers
- Universite Catholique de Louvain La Faculte de Medecine, Bruxelles, Belgium
| | - Sharon Gardner
- Department of Pediatric Hematology-Oncology, NYU Langone Health, New York, NY
| | - Gabriel Robbins
- Department of Pediatric Hematology-Oncology, NYU Langone Health, New York, NY
| | - Magimairajan Issai Vanan
- Department of Pediatric Hematology-Oncology, CancerCare Manitoba, Winnipeg, MB, Canada
- Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, MB, Canada
| | - M. Stephen Meyn
- Division of Clinical and Metabolic Genetics, The Hospital for Sick Children, Toronto, ON, Canada
- Center for Human Genomics and Precision Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, WI
| | - Rebecca Auer
- Centre for Innovative Cancer Research, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Brandie Leach
- Department of Gastroenterology, Hepatology, and Nutrition, Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, OH
| | - Carol Burke
- Department of Gastroenterology, Hepatology, and Nutrition, Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, OH
| | - Anita Villani
- Division of Hematology/Oncology, The Hospital for Sick Children, Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - David Malkin
- Division of Hematology/Oncology, The Hospital for Sick Children, Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - Eric Bouffet
- Division of Hematology/Oncology, The Hospital for Sick Children, Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - Annie Huang
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
- Division of Hematology/Oncology, The Hospital for Sick Children, Department of Pediatrics, University of Toronto, Toronto, ON, Canada
- Department of Laboratory Medicine and Pathobiology, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Michael D. Taylor
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Neurosurgery, The Hospital for Sick Children, Toronto, ON, Canada
| | - Carol Durno
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital, Toronto, ON, Canada
- Division of Gastroenterology, Hepatology and Nutrition, The Hospital for Sick Children, Toronto, ON, Canada
| | - Adam Shlien
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Paediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Laboratory Medicine and Pathobiology, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Cynthia Hawkins
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Paediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada
- Division of Pathology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Gad Getz
- The Broad Institute of MIT and Harvard, Cambridge, MA
- Center for Cancer Research, Massachusetts General Hospital, Boston, MA
- Harvard Medical School, 250 Longwood Avenue, Boston, MA
- Department of Pathology, Massachusetts General Hospital, Boston, MA
| | - Yosef E. Maruvka
- Faculty of Biotechnology and Food Engineering, The Lokey Center for Life Science and Engineering, TECHNION – Israel Institute of Technology, Haifa, Israel
| | - Uri Tabori
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
- Division of Hematology/Oncology, The Hospital for Sick Children, Department of Pediatrics, University of Toronto, Toronto, ON, Canada
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Nusrat M, Yaeger R. KRAS inhibition in metastatic colorectal cancer: An update. Curr Opin Pharmacol 2023; 68:102343. [PMID: 36638742 PMCID: PMC9908842 DOI: 10.1016/j.coph.2022.102343] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 11/27/2022] [Accepted: 12/02/2022] [Indexed: 01/13/2023]
Abstract
About half of colorectal cancers harbor mutations in the KRAS gene. The presence of these mutations is associated with worse prognosis and, until now, the absence of matched targeted therapy options. In this review, we discuss clinical efforts to target KRAS in colorectal cancer from studies of downstream inhibitors to recent direct inhibitors of KRASG12C and other KRAS mutants. Early clinical trial data, however, suggest more limited activity for these novel inhibitors in colorectal cancer compared to other cancer types, and we discuss the role of receptor tyrosine kinase signaling and parallel signaling pathways in modulating response to these inhibitors. We also review the effect of KRAS mutations on the tumor-immune microenvironment and efforts to induce an immune response against these tumors.
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Affiliation(s)
- Maliha Nusrat
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Rona Yaeger
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA.
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137
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Takamizawa Y, Shida D, Horie T, Tsukamoto S, Esaki M, Shimada K, Kondo T, Kanemitsu Y. Prognostic Role for Primary Tumor Location in Patients With Colorectal Liver Metastases: A Comparison of Right-Sided Colon, Left-Sided Colon, and Rectum. Dis Colon Rectum 2023; 66:233-242. [PMID: 35714342 DOI: 10.1097/dcr.0000000000002228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
BACKGROUND Although right-sided colon cancer is increasingly recognized as having a worse prognosis than left-sided colorectal cancer for colorectal liver metastases, little is known about the differences between the left-sided colon and rectum. OBJECTIVE This study evaluated the prognostic value of primary tumor location in patients with colorectal liver metastases by examining the left-sided colon and rectum separately. DESIGN This was a retrospective study from 2003 to 2017. SETTINGS The study was conducted in a National Cancer Center Hospital. PATIENTS The study cohort included 489 patients with colorectal liver metastases from right-sided colon cancer ( n = 119, 24%), left-sided colon cancer ( n = 251, 51%), or rectal cancer ( n = 119, 24%) who underwent hepatic resection. MAIN OUTCOME MEASURES Primary outcomes were relapse-free survival and overall survival. RESULTS Five-year relapse-free survival rates for patients with right-sided colon cancer, left-sided colon cancer, and rectal cancer were 28.6%, 34.1%, and 26.4%, and 5-year overall survival rates were 53.9%, 70.3%, and 60.8%. Multivariable analysis revealed significant differences in relapse-free survival and overall survival between left-sided colon cancer and rectal cancer (relapse-free survival: HR = 1.37, p = 0.03; overall survival: HR = 1.49, p = 0.03) and between left-sided colon cancer and right-sided colon cancer (relapse-free survival: HR = 1.39, p = 0.02; overall survival: HR = 1.60, p = 0.01), but not between right-sided colon cancer and rectal cancer. In patients with recurrence ( n = 325), left-sided colon cancer had the lowest multiple-site recurrence rate and the highest surgical resection rate for recurrence (left-sided colon cancer, 20%/46%; right-sided colon cancer, 32%/30%; rectal cancer, 26%/39%). LIMITATIONS This study was retrospective in design. CONCLUSIONS Rectal cancer was associated with worse relapse-free survival and overall survival compared with left-sided colon cancer in patients with colorectal liver metastases who underwent hepatic resection. Our findings suggest that the left-sided colon and rectum should be considered distinct entities in colorectal liver metastases. See Video Abstract at http://links.lww.com/DCR/B882 . PAPEL PRONSTICO DE LA UBICACIN DEL TUMOR PRIMARIO EN PACIENTES CON METSTASIS HEPTICAS COLORRECTALES UNA COMPARACIN ENTRE COLON DERECHO, COLON IZQUIERDO Y RECTO ANTECEDENTES:Aunque se reconoce cada vez más que el cáncer de colon del lado derecho tiene un peor pronóstico que el cáncer colorrectal del lado izquierdo para las metástasis hepáticas colorrectales, se sabe poco acerca de las diferencias entre el recto y el colon del lado izquierdo.OBJETIVO:Este estudio evaluó el valor pronóstico de la ubicación del tumor primario en pacientes con metástasis hepáticas colorrectales examinando el recto y el colon del lado izquierdo por separado.DISEÑO:Este fue un estudio retrospectivo de 2003 a 2017.ENTORNO CLÍNICO:El estudio se llevó a cabo en un Hospital del Centro Nacional de Cáncer.PACIENTES:La cohorte del estudio incluyó a 489 pacientes con metástasis hepáticas colorrectales de cáncer de colon del lado derecho (n = 119, 24%), cáncer de colon del lado izquierdo (n = 251, 51%) o cáncer de recto (n = 119, 24%). %) que fueron sometidos a resección hepática.PRINCIPALES MEDIDAS DE VALORACIÓN:Los resultados primarios fueron la supervivencia sin recaídas y la supervivencia general.RESULTADOS:Las tasas de supervivencia sin recaída a cinco años para los pacientes con cáncer de colon derecho, cáncer de colon izquierdo y cáncer de recto fueron del 28,6%, 34,1%, y 26,4%, respectivamente, y las tasas de supervivencia general a los 5 años fueron del 53,9%, 70,3%, y 60,8%, respectivamente. El análisis multivariable reveló diferencias significativas en la supervivencia sin recaída y la supervivencia general entre el cáncer de colon izquierdo y el cáncer de recto (supervivencia sin recaída: HR = 1,37, p = 0,03; supervivencia general: HR = 1,49, p = 0,03) y entre el cáncer de colon izquierdo y el cáncer de colon del lado derecho (supervivencia libre de recaídas: HR = 1,39, p = 0,02; supervivencia global: HR = 1,60, p = 0,01), pero no entre el cáncer de colon del lado derecho y el cáncer de recto. En pacientes con recurrencia (n = 325), el cáncer de colon izquierdo tuvo la tasa de recurrencia en sitios múltiples más baja y la tasa de resección quirúrgica más alta por recurrencia (cáncer de colon izquierdo, 20%/46%; cáncer de colon derecho, 32%/30%; cáncer de recto, 26%/39%).LIMITACIONES:Este estudio fue de diseño retrospectivo.CONCLUSIONES:El cáncer de recto se asoció con una peor supervivencia sin recaída y una supervivencia general peor en comparación con el cáncer de colon izquierdo en pacientes con metástasis hepáticas colorrectales que se sometieron a resección hepática. Nuestros hallazgos sugieren que el colon y el recto del lado izquierdo deben considerarse entidades distintas en las metástasis hepáticas colorrectales. Consulte Video Resumen en http://links.lww.com/DCR/B882 . (Tradducción-Dr. Ingrid Melo ).
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Affiliation(s)
- Yasuyuki Takamizawa
- Department of Colorectal Surgery, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
- Department of Comprehensive Oncology, Nagasaki University Graduate School of Biomedical Sciences, Chuo-ku, Tokyo, Japan
| | - Dai Shida
- Department of Colorectal Surgery, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
- Division of Frontier Surgery, The Institute of Medical Science, The University of Tokyo, Minato-ku, Tokyo, Japan
| | - Tomoko Horie
- Department of Colorectal Surgery, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
| | - Shunsuke Tsukamoto
- Department of Colorectal Surgery, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
| | - Minoru Esaki
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
| | - Kazuaki Shimada
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
| | - Tadashi Kondo
- Department of Comprehensive Oncology, Nagasaki University Graduate School of Biomedical Sciences, Chuo-ku, Tokyo, Japan
- Division of Rare Cancer Research, National Cancer Center Research Institute, Chuo-ku, Tokyo, Japan
| | - Yukihide Kanemitsu
- Department of Colorectal Surgery, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
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138
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Wei M, Su J, Zhang J, Liu S, Ma J, Meng XP. Construction of a DDR-related signature for predicting of prognosis in metastatic colorectal carcinoma. Front Oncol 2023; 13:1043160. [PMID: 36816926 PMCID: PMC9931195 DOI: 10.3389/fonc.2023.1043160] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 01/20/2023] [Indexed: 02/04/2023] Open
Abstract
Background Colorectal cancer (CRC) is the third most prevalent malignancy and the one of most lethal cancer. Metastatic CRC (mCRC) is the third most common cause of cancer deaths worldwide. DNA damage response (DDR) genes are closely associated with the tumorigenesis and development of CRC. In this study, we aimed to construct a DDR-related gene signature for predicting the prognosis of mCRC patients. Methods The gene expression and corresponding clinical information data of CRC/mCRC patients were obtained from Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA) databases. A prognostic model was obtained and termed DDRScore by the multivariate Cox proportional hazards regression in the patients with mCRC. The Kaplan-Meier (K-M) and Receiver Operating Characteristic (ROC) curves were employed to validate the predictive ability of the prognostic model. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway were performed for patients between the high-DDRscore and low-DDRscore groups. Results We constructed a prognostic model consisting of four DDR-related genes (EME2, MSH4, MLH3, and SPO11). Survival analysis showed that patients in the high-DDRscore group had a significantly worse OS than those in the low-DDRscore group. The area under the curve (AUC) value of the ROC curve of the predictive model is 0.763 in the training cohort GSE72970, 0.659 in the stage III/IV colorectal cancer (CRC) patients from The Cancer Genome Atlas (TCGA) data portal, and 0.639 in another validation cohort GSE39582, respectively. GSEA functional analysis revealed that the most significantly enriched pathways focused on nucleotide excision repair, base excision repair, homologous recombination, cytokine receptor interaction, chemokine signal pathway, cell adhesion molecules cams, ECM-receptor interaction, and focal adhesion. Conclusion The DDRscore was identified as an independent prognostic and therapy response predictor, and the DDR-related genes may be potential diagnosis or prognosis biomarkers for mCRC patients.
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Affiliation(s)
- Maohua Wei
- Department of General Surgery, Dalian Medical University, Dalian, China
| | - Junyan Su
- Department of Scientific Research Projects, ChosenMed Technology Co. Ltd., Beijing, China
| | - Jiali Zhang
- Department of Scientific Research Projects, ChosenMed Technology Co. Ltd., Beijing, China
| | - Siyao Liu
- Department of Scientific Research Projects, ChosenMed Technology Co. Ltd., Beijing, China
| | - Jia Ma
- Department of Gastroenterology, The Fourth Affiliated Hospital of China Medical University, Shenyang, China,*Correspondence: Xiang peng Meng, ; Jia Ma,
| | - Xiang peng Meng
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, China,*Correspondence: Xiang peng Meng, ; Jia Ma,
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139
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Wang X, Xie Q, Ji Y, Yang J, Shen J, Peng F, Zhang Y, Jiang F, Kong X, Ma W, Liu D, Zheng L, Qing C, Lang JY. Targeting KRAS-mutant stomach/colorectal tumors by disrupting the ERK2-p53 complex. Cell Rep 2023; 42:111972. [PMID: 36641751 DOI: 10.1016/j.celrep.2022.111972] [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: 07/24/2021] [Revised: 03/22/2022] [Accepted: 12/22/2022] [Indexed: 01/15/2023] Open
Abstract
KRAS is widely mutated in human cancers, resulting in unchecked tumor proliferation and metastasis, which makes identifying KRAS-targeting therapies a priority. Herein, we observe that mutant KRAS specifically promotes the formation of the ERK2-p53 complex in stomach/colorectal tumor cells. Disruption of this complex by applying MEK1/2 and ERK2 inhibitors elicits strong apoptotic responses in a p53-dependent manner, validated by genome-wide knockout screening. Mechanistically, p53 physically associates with phosphorylated ERK2 through a hydrophobic interaction in the presence of mutant KRAS, which suppresses p53 activation by preventing the recruitment of p300/CBP; trametinib disrupts the ERK2-p53 complex by reducing ERK2 phosphorylation, allowing the acetylation of p53 protein by recruiting p300/CBP; acetylated p53 activates PUMA transcription and thereby kills KRAS-mutant tumors. Our study shows an important role for the ERK2-p53 complex and provides a potential therapeutic strategy for treating KRAS-mutant cancer.
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Affiliation(s)
- Xiang Wang
- The CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, P.R. China
| | - Qing Xie
- The CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, P.R. China
| | - Yan Ji
- Bioinformatics Core, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, P.R. China
| | - Jiaxin Yang
- The CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, P.R. China
| | - Jiayan Shen
- The CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, P.R. China
| | - Fangfei Peng
- The CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, P.R. China
| | - Yongfeng Zhang
- The CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, P.R. China
| | - Feng Jiang
- Department of Radiation Oncology, The Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Hangzhou 310022, P.R. China
| | - Xiangyin Kong
- The CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, P.R. China
| | - Wenzhe Ma
- State Key Laboratory of Quality Research in Chinese Medicine, Macau University of Science and Technology, Macau, P.R. China
| | - Dandan Liu
- School of Pharmaceutical Science & Yunnan Key Laboratory of Pharmacology for Natural Products, Kunming Medical University, Kunming 650500, P.R. China
| | - Leizhen Zheng
- Department of Oncology, Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200092, P.R. China
| | - Chen Qing
- School of Pharmaceutical Science & Yunnan Key Laboratory of Pharmacology for Natural Products, Kunming Medical University, Kunming 650500, P.R. China
| | - Jing-Yu Lang
- The CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, P.R. China.
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Zhang H, Liu C, Chen Q, Shen LA, Xiao W, Li J, Wang Y, Zhu D, Zhang Q, Li J. Discovery of Novel 3-Phenylpiperidine Derivatives Targeting the β-Catenin/B-Cell Lymphoma 9 Interaction as a Single Agent and in Combination with the Anti-PD-1 Antibody for the Treatment of Colorectal Cancer. J Med Chem 2023; 66:1349-1379. [PMID: 36630177 DOI: 10.1021/acs.jmedchem.2c01568] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Direct disruption of the β-catenin/B-cell lymphoma 9 (BCL9) protein-protein interaction (PPI) is a potential strategy for colorectal cancer (CRC) treatment through inhibiting oncogenic Wnt activity. Herein, a series of 3-phenylpiperidine derivatives were synthesized and evaluated as β-catenin/BCL9 PPI inhibitors. Among them, compound 41 showed the best IC50 (0.72 μM) in a competitive fluorescence polarization assay and a KD value of 0.26 μM for the β-catenin protein. This compound selectively inhibited the growth of CRC cells, suppressed Wnt signaling transactivation, and downregulated oncogenic Wnt target gene expression. In vivo, 41 showed potent anti-CRC activity and promoted the infiltration and function of cytotoxic T lymphocytes while decreasing the infiltration of regulatory T-cells (Tregs). Furthermore, the combination of 41 and the anti-PD-1 antibody (Ab) efficiently enhanced anti-CRC efficacy, first verifying the in vivo efficacy of the small-molecule β-catenin/BCL9 PPI inhibitor and anti-PD-1 Ab in combination.
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Affiliation(s)
- Hao Zhang
- School of Pharmacy, Fudan University, 826 Zhangheng Road, Shanghai 201203, China.,Novel Technology Center of Pharmaceutical Chemistry, Shanghai Institute of Pharmaceutical Industry Co., Ltd., China State Institute of Pharmaceutical Industry, 285 Gebai Ni Road, Shanghai 201203, China
| | - Chenglong Liu
- School of Pharmacy, Fudan University, 826 Zhangheng Road, Shanghai 201203, China
| | - Qiushi Chen
- Novel Technology Center of Pharmaceutical Chemistry, Shanghai Institute of Pharmaceutical Industry Co., Ltd., China State Institute of Pharmaceutical Industry, 285 Gebai Ni Road, Shanghai 201203, China.,School of Chemistry and Chemical Engineering, Shanghai University of Engineering Science, 333 Longteng Road, Shanghai 201620, China
| | - Li-An Shen
- School of Pharmacy, Fudan University, 826 Zhangheng Road, Shanghai 201203, China
| | - Wenting Xiao
- School of Pharmacy, Fudan University, 826 Zhangheng Road, Shanghai 201203, China.,Novel Technology Center of Pharmaceutical Chemistry, Shanghai Institute of Pharmaceutical Industry Co., Ltd., China State Institute of Pharmaceutical Industry, 285 Gebai Ni Road, Shanghai 201203, China
| | - Jiayi Li
- Novel Technology Center of Pharmaceutical Chemistry, Shanghai Institute of Pharmaceutical Industry Co., Ltd., China State Institute of Pharmaceutical Industry, 285 Gebai Ni Road, Shanghai 201203, China.,School of Chemistry and Chemical Engineering, Shanghai University of Engineering Science, 333 Longteng Road, Shanghai 201620, China
| | - Yonghui Wang
- School of Pharmacy, Fudan University, 826 Zhangheng Road, Shanghai 201203, China
| | - Di Zhu
- School of Pharmacy, Fudan University, 826 Zhangheng Road, Shanghai 201203, China.,Department of Pharmacology, School of Basic Medical Science, Fudan University, 138 Yixue Yuan Road, Shanghai 201100, China
| | - Qingwei Zhang
- Novel Technology Center of Pharmaceutical Chemistry, Shanghai Institute of Pharmaceutical Industry Co., Ltd., China State Institute of Pharmaceutical Industry, 285 Gebai Ni Road, Shanghai 201203, China
| | - Jianqi Li
- Novel Technology Center of Pharmaceutical Chemistry, Shanghai Institute of Pharmaceutical Industry Co., Ltd., China State Institute of Pharmaceutical Industry, 285 Gebai Ni Road, Shanghai 201203, China
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141
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Chen Y, Sun H, Deng Y, Ma Y, Huang H, Liu Y, Zhang Y, Zhang H, Ye S, E M, Guo H, Wu M, Wu C, Pu X, Chen X, Liang C, Ou Q, Weng H, Wu X, Shao Y, Gu A, Lin T. The clinical and genomic distinctions of Class1/2/3 BRAF-mutant colorectal cancer and differential prognoses. Biomark Res 2023; 11:11. [PMID: 36694231 PMCID: PMC9875443 DOI: 10.1186/s40364-022-00443-8] [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: 08/10/2022] [Accepted: 12/15/2022] [Indexed: 01/26/2023] Open
Abstract
BRAF mutations are the oncogenic drivers in colorectal cancer and V600 mutations (Class1), which lead to RAS-independent active monomers, are the most common mutation types. BRAF non-V600 mutants can be further classified as RAS-independent active dimers (Class2) and RAS-dependent impaired kinase (Class3). We retrospectively reviewed the mutational profiles of 328 treatment-naïve colorectal tumors with BRAF mutations detected using capture-based hybrid next-generation sequencing targeting 400 + cancer-related genes. The clinical and genetic distinctions of patients harboring Class1/2/3 BRAF mutations were investigated, which revealed that tumors with Class1 BRAF mutations showed more unique genomic profiles than those with Class2/3 mutations. Also, by using an external dataset from cBioPortal, we demonstrated that patients with Class3 BRAF mutations had the best survival outcomes compared to the other two subgroups. These findings promoted the development of anti-BRAF strategies by distinguishing BRAF mutant subgroups.
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Affiliation(s)
- Yungchang Chen
- grid.54549.390000 0004 0369 4060Department of Medical Oncology, Sichuan Cancer Center, School of Medicine, Sichuan Cancer Hospital and Institute, University of Electronic Science and Technology of China, No. 55, Section 4, South Renmin Road, Sichuan 610041 Chengdu, China
| | - Hao Sun
- grid.190737.b0000 0001 0154 0904Department of Gastrointestinal Cancer Center, Chongqing University Cancer Hospital, 400030 Chongqing, China
| | - Yanhong Deng
- grid.488525.6Department of Medical Oncology, The Sixth Affiliated Hospital of Sun Yat-sen University, 510655 Guangzhou, China
| | - Yutong Ma
- Geneseeq Research Institute, Nanjing Geneseeq Technology Inc, 210000 Nanjing, China
| | - He Huang
- grid.488530.20000 0004 1803 6191Department of Medical Oncology, State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University Cancer Center, 510060 Guangzhou, China
| | - Yang Liu
- grid.54549.390000 0004 0369 4060Department of Pathology, Sichuan Cancer Center, School of Medicine, Sichuan Cancer Hospital and Institute, University of Electronic Science and Technology of China, 610041 Chengdu, China
| | - Yaru Zhang
- Geneseeq Research Institute, Nanjing Geneseeq Technology Inc, 210000 Nanjing, China
| | - Hongyu Zhang
- grid.452859.70000 0004 6006 3273Department of Medical Oncology, The Fifth Affiliated Hospital of Sun Yat-sen University, 519000 Zhuhai, China
| | - Sheng Ye
- grid.412615.50000 0004 1803 6239Department of Medical Oncology, The First Affiliated Hospital of Sun Yat-sen University, 510080 Guangzhou, China
| | - Mingyan E
- grid.412651.50000 0004 1808 3502Department of Radiation Oncology, Harbin Medical University Cancer Hospital, 150 Haping Road, Nangang District, 150040 Harbin, Heilongjiang China
| | - Hongqiang Guo
- grid.414008.90000 0004 1799 4638Department of Medical Oncology, The Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, 450008 Zhengzhou, China
| | - Mengmeng Wu
- Geneseeq Research Institute, Nanjing Geneseeq Technology Inc, 210000 Nanjing, China
| | - Chunman Wu
- Geneseeq Research Institute, Nanjing Geneseeq Technology Inc, 210000 Nanjing, China
| | - Xingxiang Pu
- grid.216417.70000 0001 0379 7164Department of Thoracic Medical Oncology, Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, 283 Tongzipo Road, Yuelu District, 410013 Changsha, China
| | - Xinggui Chen
- grid.410560.60000 0004 1760 3078Department of Medical Oncology, Cancer Center, Affiliated Hospital of Guangdong Medical University, 524023 Zhanjiang, China
| | - Chaoyong Liang
- grid.256607.00000 0004 1798 2653Department of Medical Oncology, Guangxi Medical University Cancer Hospital, 530021 Nanning, China
| | - Qiuxiang Ou
- Geneseeq Research Institute, Nanjing Geneseeq Technology Inc, 210000 Nanjing, China
| | - Huawei Weng
- grid.488530.20000 0004 1803 6191Department of Medical Oncology, State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University Cancer Center, 510060 Guangzhou, China
| | - Xue Wu
- Geneseeq Research Institute, Nanjing Geneseeq Technology Inc, 210000 Nanjing, China
| | - Yang Shao
- Geneseeq Research Institute, Nanjing Geneseeq Technology Inc, 210000 Nanjing, China ,grid.89957.3a0000 0000 9255 8984School of Public Health, Nanjing Medical University, 211166 Nanjing, China
| | - Anxin Gu
- grid.412651.50000 0004 1808 3502Department of Radiation Oncology, Harbin Medical University Cancer Hospital, 150 Haping Road, Nangang District, 150040 Harbin, Heilongjiang China
| | - Tongyu Lin
- grid.54549.390000 0004 0369 4060Department of Medical Oncology, Sichuan Cancer Center, School of Medicine, Sichuan Cancer Hospital and Institute, University of Electronic Science and Technology of China, No. 55, Section 4, South Renmin Road, Sichuan 610041 Chengdu, China ,grid.488530.20000 0004 1803 6191Department of Medical Oncology, State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University Cancer Center, 510060 Guangzhou, China
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Selective Eradication of Colon Cancer Cells Harboring PI3K and/or MAPK Pathway Mutations in 3D Culture by Combined PI3K/AKT/mTOR Pathway and MEK Inhibition. Int J Mol Sci 2023; 24:ijms24021668. [PMID: 36675180 PMCID: PMC9863259 DOI: 10.3390/ijms24021668] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Revised: 12/26/2022] [Accepted: 01/06/2023] [Indexed: 01/18/2023] Open
Abstract
Colorectal cancer (CRC) is the second deadliest cancer in the world. Besides APC and p53 alterations, the PI3K/AKT/MTOR and MAPK pathway are most commonly mutated in CRC. So far, no treatment options targeting these pathways are available in routine clinics for CRC patients. We systematically analyzed the response of CRC cells to the combination of small molecular inhibitors targeting the PI3K and MAPK pathways. We used CRC cells in 2D, 3D spheroid, collagen gel cultures and freshly isolated organoids for drug response studies. Readout for drug response was spheroid or organoid growth, spheroid outgrowth, metabolic activity, Western blotting and immunofluorescence. We found profound tumor cell destruction under treatment with a combination of Torin 1 (inhibiting mTOR), MK2206 (targeting AKT) and selumetinib (inhibiting MEK) in 3D but not in 2D. Induction of cell death was due to apoptosis. Western blot analysis revealed efficient drug action. Gedatolisib, a dual PI3K/mTOR inhibitor, could replace Torin1/MK2206 with similar efficiency. The presence of PI3K and/or RAS-RAF-MAPK pathway mutations accounted for treatment responsiveness. Here, we identified a novel, efficient therapy, which induced proliferation stop and tumor cell destruction in vitro based on the genetic background. These preclinical findings show promise to further test this combi-treatment in vivo in mice and to potentially develop a mutation specific targeted therapy for CRC patients.
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143
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Muto S, Enta A, Maruya Y, Inomata S, Yamaguchi H, Mine H, Takagi H, Ozaki Y, Watanabe M, Inoue T, Yamaura T, Fukuhara M, Okabe N, Matsumura Y, Hasegawa T, Osugi J, Hoshino M, Higuchi M, Shio Y, Hamada K, Suzuki H. Wnt/β-Catenin Signaling and Resistance to Immune Checkpoint Inhibitors: From Non-Small-Cell Lung Cancer to Other Cancers. Biomedicines 2023; 11:biomedicines11010190. [PMID: 36672698 PMCID: PMC9855612 DOI: 10.3390/biomedicines11010190] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 01/06/2023] [Indexed: 01/13/2023] Open
Abstract
Lung cancer is the leading cause of cancer-related deaths worldwide. The standard of care for advanced non-small-cell lung cancer (NSCLC) without driver-gene mutations is a combination of an anti-PD-1/PD-L1 antibody and chemotherapy, or an anti-PD-1/PD-L1 antibody and an anti-CTLA-4 antibody with or without chemotherapy. Although there were fewer cases of disease progression in the early stages of combination treatment than with anti-PD-1/PD-L1 antibodies alone, only approximately half of the patients had a long-term response. Therefore, it is necessary to elucidate the mechanisms of resistance to immune checkpoint inhibitors. Recent reports of such mechanisms include reduced cancer-cell immunogenicity, loss of major histocompatibility complex, dysfunctional tumor-intrinsic interferon-γ signaling, and oncogenic signaling leading to immunoediting. Among these, the Wnt/β-catenin pathway is a notable potential mechanism of immune escape and resistance to immune checkpoint inhibitors. In this review, we will summarize findings on these resistance mechanisms in NSCLC and other cancers, focusing on Wnt/β-catenin signaling. First, we will review the molecular biology of Wnt/β-catenin signaling, then discuss how it can induce immunoediting and resistance to immune checkpoint inhibitors. We will also describe other various mechanisms of immune-checkpoint-inhibitor resistance. Finally, we will propose therapeutic approaches to overcome these mechanisms.
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Affiliation(s)
- Satoshi Muto
- Correspondence: ; Tel.: +81-24-547-1252; Fax: +81-24-548-2735
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144
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Chatila WK, Walch H, Hechtman JF, Moyer SM, Sgambati V, Faleck DM, Srivastava A, Tang L, Benhamida J, Ismailgeci D, Campos C, Wu F, Chang Q, Vakiani E, de Stanchina E, Weiser MR, Widmar M, Yantiss RK, Shah MA, Bass AJ, Stadler ZK, Katz LH, Mellinghoff IK, Sethi NS, Schultz N, Ganesh K, Kelsen D, Yaeger R. Integrated clinical and genomic analysis identifies driver events and molecular evolution of colitis-associated cancers. Nat Commun 2023; 14:110. [PMID: 36611031 PMCID: PMC9825391 DOI: 10.1038/s41467-022-35592-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 12/13/2022] [Indexed: 01/08/2023] Open
Abstract
Inflammation has long been recognized to contribute to cancer development, particularly across the gastrointestinal tract. Patients with inflammatory bowel disease have an increased risk for bowel cancers, and it has been posited that a field of genetic changes may underlie this risk. Here, we define the clinical features, genomic landscape, and germline alterations in 174 patients with colitis-associated cancers and sequenced 29 synchronous or isolated dysplasia. TP53 alterations, an early and highly recurrent event in colitis-associated cancers, occur in half of dysplasia, largely as convergent evolution of independent events. Wnt pathway alterations are infrequent, and our data suggest transcriptional rewiring away from Wnt. Sequencing of multiple dysplasia/cancer lesions from mouse models and patients demonstrates rare shared alterations between lesions. These findings suggest neoplastic bowel lesions developing in a background of inflammation experience lineage plasticity away from Wnt activation early during tumorigenesis and largely occur as genetically independent events.
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Affiliation(s)
- Walid K Chatila
- Tri-Institutional Program in Computational Biology and Medicine, Weill Cornell Medicine, New York, NY, USA
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Henry Walch
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jaclyn F Hechtman
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sydney M Moyer
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Valeria Sgambati
- Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David M Faleck
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Amitabh Srivastava
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Laura Tang
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jamal Benhamida
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Dorina Ismailgeci
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Carl Campos
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Fan Wu
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Qing Chang
- Antitumor Assessment Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Efsevia Vakiani
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Elisa de Stanchina
- Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Antitumor Assessment Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Martin R Weiser
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Maria Widmar
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rhonda K Yantiss
- Department of Pathology, Weill Cornell Medicine, New York, NY, USA
| | - Manish A Shah
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Adam J Bass
- Herbert Irving Comprehensive Cancer Research Center, Columbia University Irving Medical Center, New York, NY, USA
| | - Zsofia K Stadler
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Lior H Katz
- Gastroenterology Institute, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
| | - Ingo K Mellinghoff
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Neurology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nilay S Sethi
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Nikolaus Schultz
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Epidemiology-Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Karuna Ganesh
- Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David Kelsen
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rona Yaeger
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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145
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Kaida T, Fujiyama Y, Soeno T, Yokota M, Nakamoto S, Goto T, Watanabe A, Okuno K, Nie Y, Fujino S, Yokota K, Harada H, Tanaka Y, Tanaka T, Yokoi K, Kojo K, Miura H, Yamanashi T, Sato T, Sasaki J, Sangai T, Hiki N, Kumamoto Y, Naitoh T, Yamashita K. Less demand on stem cell marker-positive cancer cells may characterize metastasis of colon cancer. PLoS One 2023; 18:e0277395. [PMID: 37098074 PMCID: PMC10128954 DOI: 10.1371/journal.pone.0277395] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Accepted: 10/26/2022] [Indexed: 04/26/2023] Open
Abstract
BACKGROUND CD44 and CD133 are stem cell markers in colorectal cancer (CRC). CD44 has distinctive isoforms with different oncological properties like total CD44 (CD44T) and variant CD44 (CD44V). Clinical significance of such markers remains elusive. METHODS Sixty colon cancer were examined for CD44T/CD44V and CD133 at mRNA level in a quantitative PCR, and clarified for their association with clinicopathological factors. RESULTS (1) Both CD44T and CD44V showed higher expression in primary colon tumors than in non-cancerous mucosas (p<0.0001), while CD133 was expressed even in non-cancerous mucosa and rather decreased in the tumors (p = 0.048). (2) CD44V expression was significantly associated with CD44T expression (R = 0.62, p<0.0001), while they were not correlated to CD133 at all in the primary tumors. (3) CD44V/CD44T expressions were significantly higher in right colon cancer than in left colon cancer (p = 0.035/p = 0.012, respectively), while CD133 expression were not (p = 0.20). (4) In primary tumors, unexpectedly, CD44V/CD44T/CD133 mRNA expressions were not correlated with aggressive phenotypes, but CD44V/CD44T rather significantly with less aggressive lymph node metastasis/distant metastasis (p = 0.040/p = 0.039, respectively). Moreover, both CD44V and CD133 expressions were significantly decreased in liver metastasis as compared to primary tumors (p = 0.0005 and p = 0.0006, respectively). CONCLUSION Our transcript expression analysis of cancer stem cell markers did not conclude that their expression could represent aggressive phenotypes of primary and metastatic tumors, and rather represented less demand on stem cell marker-positive cancer cells.
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Affiliation(s)
- Takeshi Kaida
- Department of Surgery, Kitasato University Graduate School of Medical Sciences, Sagamihara, Kanagawa, Japan
- Department of Lower Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Yoshiki Fujiyama
- Department of Surgery, Kitasato University Graduate School of Medical Sciences, Sagamihara, Kanagawa, Japan
- Department of General Pediatric and Hepatobiliary Pancreatic Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Takafumi Soeno
- Department of Surgery, Kitasato University Graduate School of Medical Sciences, Sagamihara, Kanagawa, Japan
- Department of Upper Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Mitsuo Yokota
- Department of Surgery, Kitasato University Graduate School of Medical Sciences, Sagamihara, Kanagawa, Japan
- Department of Breast and Thyroid Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Shuji Nakamoto
- Department of General Pediatric and Hepatobiliary Pancreatic Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Takuya Goto
- Department of Surgery, Kitasato University Graduate School of Medical Sciences, Sagamihara, Kanagawa, Japan
- Department of Lower Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Akiko Watanabe
- Department of Surgery, Kitasato University Graduate School of Medical Sciences, Sagamihara, Kanagawa, Japan
- Department of Lower Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Kota Okuno
- Department of Surgery, Kitasato University Graduate School of Medical Sciences, Sagamihara, Kanagawa, Japan
- Department of Upper Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Yusuke Nie
- Department of Surgery, Kitasato University Graduate School of Medical Sciences, Sagamihara, Kanagawa, Japan
- Department of General Pediatric and Hepatobiliary Pancreatic Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Shiori Fujino
- Department of Surgery, Kitasato University Graduate School of Medical Sciences, Sagamihara, Kanagawa, Japan
- Department of Breast and Thyroid Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Kazuko Yokota
- Department of Lower Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Hiroki Harada
- Department of Upper Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Yoko Tanaka
- Department of Breast and Thyroid Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Toshimichi Tanaka
- Department of Lower Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Keigo Yokoi
- Department of Lower Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Ken Kojo
- Department of Lower Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Hirohisa Miura
- Department of Lower Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Takahiro Yamanashi
- Department of Lower Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Takeo Sato
- Department of Lower Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Jiichiro Sasaki
- Multidisciplinary Cancer Care and Treatment Center, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Takafumi Sangai
- Department of Breast and Thyroid Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Naoki Hiki
- Department of Upper Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Yusuke Kumamoto
- Department of General Pediatric and Hepatobiliary Pancreatic Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Takeshi Naitoh
- Department of Lower Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Keishi Yamashita
- Department of Upper Gastrointestinal Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
- Division of Advanced Surgical Oncology, Research and Development Center for New Frontiers, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
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146
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Vaghi C, Mauri G, Agostara AG, Patelli G, Pizzutilo EG, Nakamura Y, Yoshino T, Siena S, Sartore-Bianchi A. The predictive role of ERBB2 point mutations in metastatic colorectal cancer: A systematic review. Cancer Treat Rev 2023; 112:102488. [PMID: 36410093 DOI: 10.1016/j.ctrv.2022.102488] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 11/03/2022] [Accepted: 11/05/2022] [Indexed: 11/13/2022]
Abstract
ERBB2 amplification is a driver oncogenic alteration in many cancers and it has recently been incorporated among therapeutically actionable biomarkers also in metastatic colorectal cancer (mCRC). In contrast, the role of ERBB2 point mutations, which are detectable in up to 3% of CRC patients, remains to be assessed. In this systematic review, we collected preclinical and clinical data addressing the role of ERBB2 point mutations in mCRC patients as a predictive biomarker for anti-EGFR and anti-HER2 targeted agents, and as mechanism of acquired resistance to ERBB2 amplified mCRC treated with any anti-HER2 regimen. In both preclinical and clinical studies, most ERBB2 point mutations were associated with resistance to anti-EGFR agents, particularly L755S and R784G, which occur in the HER2 protein kinase domain. No ERBB2 mutation was associated with tumor response to HER2-targeted agents in mCRC patients, although signals of activity were observed in preclinical models. Eight ongoing clinical trials are underway to test different anti-HER2 treatments in ERBB2 mutant mCRC. Several reports documented the emergence of ERBB2 mutations in the circulating tumor DNA (ctDNA) of ERBB2 amplified mCRC progressing to anti-HER2 agents, thus hinting a role in acquired resistance.
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Affiliation(s)
- Caterina Vaghi
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, 20162 Milano, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milano, Italy
| | - Gianluca Mauri
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, 20162 Milano, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milano, Italy; IFOM-Istituto Fondazione di Oncologia Molecolare ETS, Milano, Italy
| | - Alberto Giuseppe Agostara
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, 20162 Milano, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milano, Italy
| | - Giorgio Patelli
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, 20162 Milano, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milano, Italy
| | - Elio Gregory Pizzutilo
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, 20162 Milano, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milano, Italy
| | - Yoshiaki Nakamura
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Salvatore Siena
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, 20162 Milano, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milano, Italy
| | - Andrea Sartore-Bianchi
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, 20162 Milano, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milano, Italy.
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147
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Yang H, Zhao X, Liu J, Jin M, Liu X, Yan J, Yao X, Mao X, Li N, Liang B, Xie W, Zhang K, Zhao J, Liu L, Huang G. TNFα-induced IDH1 hyperacetylation reprograms redox homeostasis and promotes the chemotherapeutic sensitivity. Oncogene 2023; 42:35-48. [PMID: 36352097 DOI: 10.1038/s41388-022-02528-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 10/24/2022] [Accepted: 10/26/2022] [Indexed: 11/11/2022]
Abstract
The heterogeneity and drug resistance of colorectal cancer (CRC) often lead to treatment failure. Isocitrate dehydrogenase 1 (IDH1), a rate-limiting enzyme in the tricarboxylic acid cycle, regulates the intracellular redox environment and mediates tumor cell resistance to chemotherapeutic drugs. The aim of this study was to elucidate the mechanism underlying the involvement of IDH1 acetylation in the development of CRC drug resistance under induction of TNFα. We found TNFα disrupted the interaction between SIRT1 and IDH1 and increased the level of acetylation at K115 of IDH1. Hyperacetylation of K115 was accompanied by protein ubiquitination, which increased its susceptibility to degradation compared to IDH1 K115R. TNFα-mediated hyperacetylation of K115 sensitized the CRC cells to 5FU and reduced the NADPH/NADP ratio to that of intracellular ROS. Furthermore, TNFα and 5FU inhibited CRC tumor growth in vivo, while the K115R-expressing tumor tissues developed 5FU resistance. In human CRC tissues, K115 acetylation was positively correlated with TNFα infiltration, and K115 hyperacetylation was associated with favorable prognosis compared to chemotherapy-induced deacetylation. Therefore, TNFα-induced hyperacetylation at the K115 site of IDH1 promotes antitumor redox homeostasis in CRC cells, and can be used as a marker to predict the response of CRC patients to chemotherapy.
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Affiliation(s)
- Hao Yang
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Xiaoping Zhao
- Department of Nuclear Medicine, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Jianjun Liu
- Department of Nuclear Medicine, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Mingming Jin
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Xiyu Liu
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Jun Yan
- Department of Oncology, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai, 201800, China
| | - Xufeng Yao
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Xinyi Mao
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Nan Li
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Beibei Liang
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Wei Xie
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Kunchi Zhang
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Jian Zhao
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China.
| | - Liu Liu
- Department of Nuclear Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China.
| | - Gang Huang
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China. .,Department of Nuclear Medicine, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China.
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148
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Yoshikawa A, Nakamura Y. Molecular Basis of HER2-Targeted Therapy for HER2-Positive Colorectal Cancer. Cancers (Basel) 2022; 15:183. [PMID: 36612185 PMCID: PMC9818808 DOI: 10.3390/cancers15010183] [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: 12/01/2022] [Revised: 12/22/2022] [Accepted: 12/27/2022] [Indexed: 12/30/2022] Open
Abstract
Human epidermal growth factor receptor 2 (HER2) amplification has emerged as a biomarker in colorectal cancer (CRC), occurring in 1-4% of metastatic CRC (mCRC). In addition to conventional methods, such as immunohistochemistry and fluorescence in situ hybridization, next-generation sequencing-based tissue or circulating tumor DNA analysis has recently been used to identify HER2 amplification and assess HER2 overexpression. Prospective clinical trials have demonstrated the efficacy of HER2-targeted therapies in HER2-positive mCRC. The TRIUMPH study, a phase II study of dual HER2 antibodies, i.e., pertuzumab plus trastuzumab, demonstrated promising efficacy for patients with HER2-positive mCRC confirmed by tissue-and/or blood-based techniques, which led to the regulatory approval of this combination therapy in Japan. The mechanisms associated with efficacy and resistance have also been explored in translational studies that incorporate liquid biopsy in prospective trials. In particular, HER2 copy number and co-alterations have repeatedly been reported as biomarkers related to efficacy. To improve the therapeutic efficacy of the current strategy, many clinical trials with various HER2-targeted agents are ongoing. This review discusses the molecular basis of HER2-targeted therapeutic strategies for patients with HER2-positive mCRC.
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Affiliation(s)
- Ayumu Yoshikawa
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa 277-0882, Japan
| | - Yoshiaki Nakamura
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa 277-0882, Japan
- International Research Promotion Office, National Cancer Center Hospital East, Kashiwa 277-0882, Japan
- Translational Research Support Section, National Cancer Center Hospital East, Kashiwa 277-0882, Japan
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149
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The Adaptability of Chromosomal Instability in Cancer Therapy and Resistance. Int J Mol Sci 2022; 24:ijms24010245. [PMID: 36613695 PMCID: PMC9820635 DOI: 10.3390/ijms24010245] [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: 11/26/2022] [Revised: 12/14/2022] [Accepted: 12/20/2022] [Indexed: 12/24/2022] Open
Abstract
Variation in chromosome structure is a central source of DNA damage and DNA damage response, together representinga major hallmark of chromosomal instability. Cancer cells under selective pressure of therapy use DNA damage and DNA damage response to produce newfunctional assets as an evolutionary mechanism. Recent efforts to understand DNA damage/chromosomal instability and elucidate its role in initiation or progression of cancer have also disclosed its vulnerabilities represented by inappropriate DNA damage response, chromatin changes, andinflammation. Understanding these vulnerabilities can provide important clues for predicting treatment response and for the development of novel strategies that prevent the emergence of therapy resistant tumors.
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150
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Élez E, Mulet-Margalef N, Sanso M, Ruiz-Pace F, Mancuso FM, Comas R, Ros J, Argilés G, Martini G, Sanz-Garcia E, Baraibar I, Salvà F, Noguerido A, Cuadra-Urteaga JL, Fasani R, Garcia A, Jimenez J, Aguilar S, Landolfi S, Hernández-Losa J, Braña I, Nuciforo P, Dienstmann R, Tabernero J, Salazar R, Vivancos A. A Comprehensive Biomarker Analysis of Microsatellite Unstable/Mismatch Repair Deficient Colorectal Cancer Cohort Treated with Immunotherapy. Int J Mol Sci 2022; 24:ijms24010118. [PMID: 36613564 PMCID: PMC9820517 DOI: 10.3390/ijms24010118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 12/05/2022] [Accepted: 12/13/2022] [Indexed: 12/24/2022] Open
Abstract
The search for immunotherapy biomarkers in Microsatellite Instability High/Deficient Mismatch Repair system (MSI-H/dMMR) metastatic colorectal cancer (mCRC) is an unmet need. Sixteen patients with mCRC and MSI-H/dMMR (determined by either immunohistochemistry or polymerase chain reaction) treated with PD-1/PD-L1 inhibitors at our institution were included. According to whether the progression-free survival with PD-1/PD-L1 inhibitors was longer than 6 months or shorter, patients were clustered into the IT-responder group (n: 9 patients) or IT-resistant group (n: 7 patients), respectively. In order to evaluate determinants of benefit with PD-1/PD-L1 inhibitors, we performed multimodal analysis including genomics (through NGS panel tumour-only with 431 genes) and the immune microenvironment (using CD3, CD8, FOXP3 and PD-L1 antibodies). The following mutations were more frequent in IT-resistant compared with IT-responder groups: B2M (4/7 versus 2/9), CTNNB1 (2/7 versus 0/9), and biallelic PTEN (3/7 versus 1/9). Biallelic ARID1A mutations were found exclusively in the IT-responder group (4/9 patients). Tumour mutational burden did not correlate with immunotherapy benefit, neither the rate of indels in homopolymeric regions. Of note, biallelic ARID1A mutated tumours had the highest immune infiltration and PD-L1 scores, contrary to tumours with CTNNB1 mutation. Immune microenvironment analysis showed higher densities of different T cell subpopulations and PD-L1 expression in IT-responders. Misdiagnosis of MSI-H/dMMR inferred by discordances between immunohistochemistry and polymerase chain reaction was only found in the IT-resistant population (3/7 patients). Biallelic ARID1A mutations and Wnt signalling activation through CTNNB1 mutation were associated with high and low T cell immune infiltrates, respectively, and deserve special attention as determinants of response to PD-1/PD-L1 inhibitors. The non-MSI-H phenotype in dMMR is associated with poor benefit to immunotherapy. Our results suggest that mechanisms of resistance to immunotherapy are multi-factorial.
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Affiliation(s)
- Elena Élez
- Colorectal Cancer Program, Medical Oncology Department, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Núria Mulet-Margalef
- Colorectal Cancer Program, Medical Oncology Department, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
- Colorectal Cancer Unit, Medical Oncology Department, Catalan Institute of Oncology, L’Hospitalet de Llobregat, 08908 Barcelona, Spain
| | - Miriam Sanso
- Cancer Genomics Group, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
- Genomics for Precision Oncology Laboratory, Fundació Institut d’Investigació Sanitària Illes Balears (IdISBa), 07120 Palma de Mallorca, Spain
| | - Fiorella Ruiz-Pace
- Oncology Data Science Group, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Francesco M. Mancuso
- Cancer Genomics Group, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
- Research and Development Department, Universal Diagnostics S.L., 41013 Sevilla, Spain
| | - Raquel Comas
- Oncology Data Science Group, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Javier Ros
- Colorectal Cancer Program, Medical Oncology Department, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
- Departament of Precision Medicine, Università degli Studi della Campania Luigi Vanvitelli, 81100 Naples, Italy
| | - Guillem Argilés
- Colorectal Cancer Program, Medical Oncology Department, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Giulia Martini
- Colorectal Cancer Program, Medical Oncology Department, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
- Departament of Precision Medicine, Università degli Studi della Campania Luigi Vanvitelli, 81100 Naples, Italy
| | - Enrique Sanz-Garcia
- Colorectal Cancer Program, Medical Oncology Department, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Iosune Baraibar
- Colorectal Cancer Program, Medical Oncology Department, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Francesc Salvà
- Colorectal Cancer Program, Medical Oncology Department, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Alba Noguerido
- Colorectal Cancer Program, Medical Oncology Department, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Jose Luis Cuadra-Urteaga
- Colorectal Cancer Program, Medical Oncology Department, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
- Medical Oncology, IOB—Hospital Quirón, 08023 Barcelona, Spain
| | - Roberta Fasani
- Molecular Oncology Group, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Ariadna Garcia
- Colorectal Cancer Program, Medical Oncology Department, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Jose Jimenez
- Molecular Oncology Group, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Susana Aguilar
- Molecular Prescreening Program, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Stefania Landolfi
- Department of Pathology, Vall d’Hebron University Hospital, 08035 Barcelona, Spain
| | | | - Irene Braña
- Medical Oncology Department, Research Unit for Molecular Therapy of Cancer, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Paolo Nuciforo
- Molecular Oncology Group, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Rodrigo Dienstmann
- Oncology Data Science Group, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Josep Tabernero
- Colorectal Cancer Program, Medical Oncology Department, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Ramon Salazar
- Colorectal Cancer Unit, Medical Oncology Department, Catalan Institute of Oncology, L’Hospitalet de Llobregat, 08908 Barcelona, Spain
- Medical Oncology Department, Catalan Institute of Oncology, Oncobell Program (IDIBELL), CIBERONC, L’Hospitalet de Llobregat, 08908 Barcelona, Spain
| | - Ana Vivancos
- Cancer Genomics Group, Vall d’Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
- Correspondence: ; Tel.: +34-932-543-450
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