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Zwart K, van der Baan FH, Cohen R, Aparicio T, de la Fouchardiére C, Lecomte T, Punt CJA, Sefrioui D, Verheijden RJ, Vink GR, Wensink GE, Zaanan A, Koopman M, Tougeron D, Roodhart JML. Prognostic value of Lynch syndrome, BRAF V600E , and RAS mutational status in dMMR/MSI-H metastatic colorectal cancer in a pooled analysis of Dutch and French cohorts. Cancer Med 2023; 12:15841-15853. [PMID: 37326121 PMCID: PMC10469760 DOI: 10.1002/cam4.6223] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 05/23/2023] [Accepted: 06/01/2023] [Indexed: 06/17/2023] Open
Abstract
BACKGROUND Current knowledge on prognostic biomarkers (especially BRAFV600E /RAS mutations) in metastatic colorectal cancer (mCRC) is mainly based on mCRC patients with proficient mismatch repair (pMMR) tumors. It is uncertain whether these biomarkers have the same prognostic value in mCRC patients with deficient mismatch repair (dMMR) tumors. METHODS This observational cohort study combined a population-based Dutch cohort (2014-2019) and a large French multicenter cohort (2007-2017). All mCRC patients with a histologically proven dMMR tumor were included. RESULTS In our real-world data cohort of 707 dMMR mCRC patients, 438 patients were treated with first-line palliative systemic chemotherapy. Mean age of first-line treated patients was 61.9 years, 49% were male, and 40% had Lynch syndrome. BRAFV600E mutation was present in 47% of tumors and 30% harbored a RAS mutation. Multivariable regression analysis on OS showed significant hazard rates (HR) for known prognostic factors as age and performance status, however showed no significance for Lynch syndrome (HR: 1.07, 95% CI: 0.66-1.72), BRAFV600E mutational status (HR: 1.02, 95% CI: 0.67-1.54), and RAS mutational status (HR: 1.01, 95% CI: 0.64-1.59), with similar results for PFS. CONCLUSION BRAFV600E and RAS mutational status are not associated with prognosis in dMMR mCRC patients, in contrast to pMMR mCRC patients. Lynch syndrome is also not an independent prognostic factor for survival. These findings underline that prognostic factors of patients with dMMR mCRC are different of those with pMMR, which could be taken into consideration when prognosis is used for clinical decision-making in dMMR mCRC patients and underline the complex heterogeneity of mCRC.
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Affiliation(s)
- Koen Zwart
- Department of Medical Oncology, University Medical Center UtrechtUtrecht UniversityUtrechtThe Netherlands
| | - Frederieke H. van der Baan
- Department of Medical Oncology, University Medical Center UtrechtUtrecht UniversityUtrechtThe Netherlands
- Department of Epidemiology, Julius Center for Health Sciences and Primary CareUniversity Medical Center UtrechtUtrechtThe Netherlands
| | - Romain Cohen
- Department of Medical Oncology, Équipe Instabilité des Microsatellites et Cancer, Équipe Labellisée par la Ligue Nationale Contre le Cancer et SIRIC CURAMUSCentre de recherche Saint Antoine, Hôpital Saint‐Antoine, AP‐HP, and INSERM UMRS 938, Sorbonne UniversitéParisFrance
| | - Thomas Aparicio
- Gastroenterology Department, Saint Louis Hospital, AP‐HPUniversity of ParisParisFrance
- Gastroenterology DepartmentAvicenne HospitalBobignyFrance
| | | | - Thierry Lecomte
- Department of Hepato‐Gastroenterology and Digestive Oncology, Tours University Hospital and INSERM UMR 1069 N2CUniversity of ToursToursFrance
| | - Cornelis J. A. Punt
- Department of Epidemiology, Julius Center for Health Sciences and Primary CareUniversity Medical Center UtrechtUtrechtThe Netherlands
| | - David Sefrioui
- Digestive Oncology Unit, Department of Hepatogastroenterology, Rouen University Hospital, IRON Group and INSERM U1245University of NormandyRouenFrance
| | - Rik J. Verheijden
- Department of Medical Oncology, University Medical Center UtrechtUtrecht UniversityUtrechtThe Netherlands
| | - Geraldine R. Vink
- Department of Medical Oncology, University Medical Center UtrechtUtrecht UniversityUtrechtThe Netherlands
- Department of Research and DevelopmentNetherlands Comprehensive Cancer Organisation (IKNL)UtrechtThe Netherlands
| | - G. Emerens Wensink
- Department of Medical Oncology, University Medical Center UtrechtUtrecht UniversityUtrechtThe Netherlands
| | - Aziz Zaanan
- Department of Gastroenterology and Digestive Oncology, Georges Pompidou European HospitalAssistance publique–Hôpitaux de Paris, SIRIC CARPEM, University Paris CitéParisFrance
| | - Miriam Koopman
- Department of Medical Oncology, University Medical Center UtrechtUtrecht UniversityUtrechtThe Netherlands
| | - David Tougeron
- Hepato‐Gastroenterology DepartmentPoitiers University Hospital, University of PoitiersPoitiersFrance
| | - Jeanine M. L. Roodhart
- Department of Medical Oncology, University Medical Center UtrechtUtrecht UniversityUtrechtThe Netherlands
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Vangala D, Ladigan S, Liffers ST, Noseir S, Maghnouj A, Götze TM, Verdoodt B, Klein-Scory S, Godfrey L, Zowada MK, Huerta M, Edelstein DL, de Villarreal JM, Marqués M, Kumbrink J, Jung A, Schiergens T, Werner J, Heinemann V, Stintzing S, Lindoerfer D, Mansmann U, Pohl M, Teschendorf C, Bernhardt C, Wolters H, Stern J, Usta S, Viebahn R, Admard J, Casadei N, Fröhling S, Ball CR, Siveke JT, Glimm H, Tannapfel A, Schmiegel W, Hahn SA. Secondary resistance to anti-EGFR therapy by transcriptional reprogramming in patient-derived colorectal cancer models. Genome Med 2021; 13:116. [PMID: 34271981 PMCID: PMC8283888 DOI: 10.1186/s13073-021-00926-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 06/21/2021] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND The development of secondary resistance (SR) in metastatic colorectal cancer (mCRC) treated with anti-epidermal growth factor receptor (anti-EGFR) antibodies is not fully understood at the molecular level. Here we tested in vivo selection of anti-EGFR SR tumors in CRC patient-derived xenograft (PDX) models as a strategy for a molecular dissection of SR mechanisms. METHODS We analyzed 21 KRAS, NRAS, BRAF, and PI3K wildtype CRC patient-derived xenograft (PDX) models for their anti-EGFR sensitivity. Furthermore, 31 anti-EGFR SR tumors were generated via chronic in vivo treatment with cetuximab. A multi-omics approach was employed to address molecular primary and secondary resistance mechanisms. Gene set enrichment analyses were used to uncover SR pathways. Targeted therapy of SR PDX models was applied to validate selected SR pathways. RESULTS In vivo anti-EGFR SR could be established with high efficiency. Chronic anti-EGFR treatment of CRC PDX tumors induced parallel evolution of multiple resistant lesions with independent molecular SR mechanisms. Mutations in driver genes explained SR development in a subgroup of CRC PDX models, only. Transcriptional reprogramming inducing anti-EGFR SR was discovered as a common mechanism in CRC PDX models frequently leading to RAS signaling pathway activation. We identified cAMP and STAT3 signaling activation, as well as paracrine and autocrine signaling via growth factors as novel anti-EGFR secondary resistance mechanisms. Secondary resistant xenograft tumors could successfully be treated by addressing identified transcriptional changes by tailored targeted therapies. CONCLUSIONS Our study demonstrates that SR PDX tumors provide a unique platform to study molecular SR mechanisms and allow testing of multiple treatments for efficient targeting of SR mechanisms, not possible in the patient. Importantly, it suggests that the development of anti-EGFR tolerant cells via transcriptional reprogramming as a cause of anti-EGFR SR in CRC is likely more prevalent than previously anticipated. It emphasizes the need for analyses of SR tumor tissues at a multi-omics level for a comprehensive molecular understanding of anti-EGFR SR in CRC.
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Affiliation(s)
- Deepak Vangala
- Department of Molecular GI Oncology, Faculty of Medicine, Ruhr University Bochum, 44780, Bochum, Germany
- Department of Internal Medicine, Ruhr University Bochum, Knappschaftskrankenhaus, Bochum, Germany
| | - Swetlana Ladigan
- Department of Molecular GI Oncology, Faculty of Medicine, Ruhr University Bochum, 44780, Bochum, Germany
- Department of Internal Medicine, Ruhr University Bochum, Knappschaftskrankenhaus, Bochum, Germany
| | - Sven T Liffers
- Institute of Pathology, Ruhr University of Bochum, Bochum, Germany
- Present Address Division of Solid Tumor Translational Oncology, West German Cancer Center, University Hospital Essen, Essen, Germany
| | - Soha Noseir
- Department of Molecular GI Oncology, Faculty of Medicine, Ruhr University Bochum, 44780, Bochum, Germany
| | - Abdelouahid Maghnouj
- Department of Molecular GI Oncology, Faculty of Medicine, Ruhr University Bochum, 44780, Bochum, Germany
| | - Tina-Maria Götze
- Department of Molecular GI Oncology, Faculty of Medicine, Ruhr University Bochum, 44780, Bochum, Germany
| | | | - Susanne Klein-Scory
- Department of Internal Medicine, Ruhr University Bochum, Knappschaftskrankenhaus, Bochum, Germany
| | - Laura Godfrey
- Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, Essen, Germany
- Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK, partner site Essen) and German Cancer Research Center, DKFZ, Heidelberg, Germany
| | - Martina K Zowada
- Translational Functional Cancer Genomics, NCT Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Mario Huerta
- Translational Functional Cancer Genomics, NCT Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), Dresden, and German Cancer Research Center (DKFZ), Dresden, Germany
| | | | | | - Miriam Marqués
- Epithelial Carcinogenesis Group, Spanish National Cancer Research Centre (CNIO) and CIBERONC, Madrid, Spain
| | - Jörg Kumbrink
- Institute of Pathology, Ludwig Maximilian University (LMU), Munich, Germany
- German Cancer Consortium (DKTK, partner site Munich), Munich, Germany
| | - Andreas Jung
- Institute of Pathology, Ludwig Maximilian University (LMU), Munich, Germany
- German Cancer Consortium (DKTK, partner site Munich), Munich, Germany
| | - Tobias Schiergens
- Department of General, Visceral, and Transplantation Surgery, University Hospital, LMU Munich, Munich, Germany
| | - Jens Werner
- Department of General, Visceral, and Transplantation Surgery, University Hospital, LMU Munich, Munich, Germany
| | - Volker Heinemann
- Department of Medicine III, University Hospital, LMU Munich, Munich, Germany
| | - Sebastian Stintzing
- Department of Hematology, Oncology, and Tumor Immunology (CCM) Charité Universitaetsmedizin Berlin, Berlin, Germany
| | - Doris Lindoerfer
- Institute for Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Ulrich Mansmann
- Institute for Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Michael Pohl
- Department of Internal Medicine, Ruhr University Bochum, Knappschaftskrankenhaus, Bochum, Germany
| | | | | | - Heiner Wolters
- Department of Visceral and General Surgery, St. Josef Hospital, Dortmund, Germany
| | - Josef Stern
- Department of Visceral and General Surgery, St. Josef Hospital, Dortmund, Germany
| | - Selami Usta
- Department of Visceral and General Surgery, St. Josef Hospital, Dortmund, Germany
| | - Richard Viebahn
- Department of Surgery, Ruhr University Bochum, Knappschaftskrankenhaus, Bochum, Germany
| | - Jacob Admard
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - Nicolas Casadei
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - Stefan Fröhling
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Deptartment of Translational Medical Oncology, NCT Heidelberg and German Cancer Research Center, Heidelberg, Germany
| | - Claudia R Ball
- Translational Functional Cancer Genomics, NCT Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), Dresden, and German Cancer Research Center (DKFZ), Dresden, Germany
- Center for Personalized Oncology, NCT Dresden and University Hospital Carl Gustav Carus Dresden at TU Dresden, Dresden, Germany
- German Cancer Consortium (DKTK), Dresden, Germany
| | - Jens T Siveke
- Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, Essen, Germany
- Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK, partner site Essen) and German Cancer Research Center, DKFZ, Heidelberg, Germany
| | - Hanno Glimm
- Translational Functional Cancer Genomics, NCT Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), Dresden, and German Cancer Research Center (DKFZ), Dresden, Germany
- Center for Personalized Oncology, NCT Dresden and University Hospital Carl Gustav Carus Dresden at TU Dresden, Dresden, Germany
- German Cancer Consortium (DKTK), Dresden, Germany
| | - Andrea Tannapfel
- Institute of Pathology, Ruhr University of Bochum, Bochum, Germany
| | - Wolff Schmiegel
- Department of Internal Medicine, Ruhr University Bochum, Knappschaftskrankenhaus, Bochum, Germany
| | - Stephan A Hahn
- Department of Molecular GI Oncology, Faculty of Medicine, Ruhr University Bochum, 44780, Bochum, Germany.
- Department of Internal Medicine, Ruhr University Bochum, Knappschaftskrankenhaus, Bochum, Germany.
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Tougeron D, Sueur B, Zaanan A, de la Fouchardiére C, Sefrioui D, Lecomte T, Aparicio T, Des Guetz G, Artru P, Hautefeuille V, Coriat R, Moulin V, Locher C, Touchefeu Y, Lecaille C, Goujon G, Ferru A, Evrard C, Chautard R, Gentilhomme L, Vernerey D, Taieb J, André T, Henriques J, Cohen R. Prognosis and chemosensitivity of deficient MMR phenotype in patients with metastatic colorectal cancer: An AGEO retrospective multicenter study. Int J Cancer 2020; 147:285-296. [PMID: 31970760 DOI: 10.1002/ijc.32879] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 12/19/2019] [Accepted: 01/07/2020] [Indexed: 01/09/2023]
Abstract
Mismatch repair-deficient (dMMR) and/or microsatellite instability-high (MSI) colorectal cancers (CRC) represent about 5% of metastatic CRC (mCRC). Prognosis and chemosensitivity of dMMR/MSI mCRC remain unclear. This multicenter study included consecutive patients with dMMR/MSI mCRC from 2007 to 2017. The primary endpoint was the progression-free survival (PFS) in a population receiving first-line chemotherapy. Associations between chemotherapy regimen and survival were evaluated using a Cox regression model and inverse of probability of treatment weighting (IPTW) methodology in order to limit potential biases. Overall, 342 patients with dMMR/MSI mCRC were included. Median PFS and overall survival (OS) on first-line chemotherapy were 6.0 and 26.3 months, respectively. For second-line chemotherapy, median PFS and OS were 4.4 and 21.6 months. Longer PFS (8.1 vs. 5.4 months, p = 0.0405) and OS (35.1 vs. 24.4 months, p = 0.0747) were observed for irinotecan-based chemotherapy compared to oxaliplatin-based chemotherapy. The association was no longer statistically significant using IPTW methodology. In multivariable analysis, anti-VEGF as compared to anti-EGFR was associated with a trend to longer OS (HR = 1.78, 95% CI 1.00-3.19, p = 0.0518), whatever the backbone chemotherapy used. Our study shows that dMMR/MSI mCRC patients experienced short PFS with first-line chemotherapy with or without targeted therapy. OS was not different according to the chemotherapy regimen used, but a trend to better OS was observed with anti-VEGF. Our study provides some historical results concerning chemotherapy in dMMR/MSI mCRC in light of the recent nonrandomized trials with immune checkpoint inhibitors.
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Affiliation(s)
- David Tougeron
- Gastroenterology Department, Poitiers University Hospital and University of Poitiers, Poitiers, France
| | - Benjamin Sueur
- Gastroenterology Department, Poitiers University Hospital and University of Poitiers, Poitiers, France
| | - Aziz Zaanan
- Department of Gastroenterology and Digestive Oncology, Européen Georges Pompidou Hospital and Sorbonne Paris Cité, Paris Descartes University, Paris, France
| | | | - David Sefrioui
- Digestive Oncology Unit, Department of Hepatogastroenterology, Rouen University Hospital, IRON group and INSERM U1245, University of Normandy, Rouen, France
| | - Thierry Lecomte
- Department of Hepato-Gastroenterology and Digestive Oncology, Tours University Hospital and EA 7501 GICC, University of Tours, Tours, France
| | - Thomas Aparicio
- Gastroenterology Department, Saint Louis Hospital, AP-HP, Université de Paris, Paris, France
- Gastroenterology Department, Avicenne Hospital, Bobigny, France
| | | | | | | | - Romain Coriat
- Gastroenterology Department, Cochin University Hospital, Paris, France
| | - Valerie Moulin
- Oncology Department, La Rochelle Hospital, La Rochelle, France
| | - Christophe Locher
- Gastroenterology and Digestive Oncology Department, Meaux Hospital, Meaux, France
| | - Yann Touchefeu
- Gastroenterology and digestive Oncology Department, Nantes University Hospital, Nantes, France
| | - Cedric Lecaille
- Gastroenterology Department, Polyclinique Nord Aquitaine, Bordeaux, France
| | - Gael Goujon
- Gastroenterology Department, Bichat Hospital, Paris, France
| | - Aurélie Ferru
- Medical Oncology Department, Poitiers University Hospital, Poitiers, France
| | - Camille Evrard
- Medical Oncology Department, Poitiers University Hospital, Poitiers, France
| | - Romain Chautard
- Department of Hepato-Gastroenterology and Digestive Oncology, Tours University Hospital and EA 7501 GICC, University of Tours, Tours, France
| | - Lucie Gentilhomme
- Digestive Oncology Unit, Department of Hepatogastroenterology, Rouen University Hospital, IRON group and INSERM U1245, University of Normandy, Rouen, France
| | - Dewi Vernerey
- Methodology and Quality of Life Oncology Unit (INSERM UMR1098), University Hospital, Besançon, France
| | - Julien Taieb
- Department of Gastroenterology and Digestive Oncology, Européen Georges Pompidou Hospital and Sorbonne Paris Cité, Paris Descartes University, Paris, France
| | - Thierry André
- Sorbonne University and Medical Oncology Department, Saint Antoine Hospital, Paris, France
| | - Julie Henriques
- Methodology and Quality of Life Oncology Unit (INSERM UMR1098), University Hospital, Besançon, France
| | - Romain Cohen
- Sorbonne University and Medical Oncology Department, Saint Antoine Hospital, Paris, France
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