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Wang J, Botvinov J, Bhatt AJ, Beyer K, Kreis ME, Adam M, Alseidi A, Margonis GA. Somatic Mutations in Surgically Treated Colorectal Liver Metastases: An Overview. Cells 2024; 13:679. [PMID: 38667294 PMCID: PMC11049420 DOI: 10.3390/cells13080679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Revised: 03/31/2024] [Accepted: 04/08/2024] [Indexed: 04/28/2024] Open
Abstract
Colorectal cancer is the second most common cause of cancer death in the United States, and up to half of patients develop colorectal liver metastases (CRLMs). Notably, somatic genetic mutations, such as mutations in RAS, BRAF, mismatch repair (MMR) genes, TP53, and SMAD4, have been shown to play a prognostic role in patients with CRLM. This review summarizes and appraises the current literature regarding the most relevant somatic mutations in surgically treated CRLM by not only reviewing representative studies, but also providing recommendations for areas of future research. In addition, advancements in genetic testing and an increasing emphasis on precision medicine have led to a more nuanced understanding of these mutations; thus, more granular data for each mutation are reviewed when available. Importantly, such knowledge can pave the way for precision medicine with the ultimate goal of improving patient outcomes.
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Affiliation(s)
- Jane Wang
- Department of Surgery, University of California San Francisco, San Francisco, CA 94143, USA; (M.A.); (A.A.)
| | - Julia Botvinov
- Hackensack Meridian School of Medicine, Nutley, NJ 07110, USA;
| | - Aarshvi Jahnvi Bhatt
- University of Toledo College of Medicine and Life Sciences, Toledo, OH 43614, USA;
| | - Katharina Beyer
- Department of General and Visceral Surgery, Charité Campus Benjamin Franklin, 12203 Berlin, Germany; (K.B.); (M.E.K.)
| | - Martin E. Kreis
- Department of General and Visceral Surgery, Charité Campus Benjamin Franklin, 12203 Berlin, Germany; (K.B.); (M.E.K.)
| | - Mohamed Adam
- Department of Surgery, University of California San Francisco, San Francisco, CA 94143, USA; (M.A.); (A.A.)
| | - Adnan Alseidi
- Department of Surgery, University of California San Francisco, San Francisco, CA 94143, USA; (M.A.); (A.A.)
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Bonilla CE, Montenegro P, O’Connor JM, Hernando-Requejo O, Aranda E, Pinto Llerena J, Llontop A, Gallardo Escobar J, Díaz Romero MDC, Bautista Hernández Y, Graña Suárez B, Batagelj EJ, Wali Mushtaq A, García-Foncillas J. Ibero-American Consensus Review and Incorporation of New Biomarkers for Clinical Practice in Colorectal Cancer. Cancers (Basel) 2023; 15:4373. [PMID: 37686649 PMCID: PMC10487247 DOI: 10.3390/cancers15174373] [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: 05/16/2023] [Revised: 08/21/2023] [Accepted: 08/22/2023] [Indexed: 09/10/2023] Open
Abstract
Advances in genomic technologies have significantly improved the management of colorectal cancer (CRC). Several biomarkers have been identified in CRC that enable personalization in the use of biologic agents that have shown to enhance the clinical outcomes of patients. However, technologies used for their determination generate massive amounts of information that can be difficult for the clinician to interpret and use adequately. Through several discussion meetings, a group of oncology experts from Spain and several Latin American countries reviewed the latest literature to provide practical recommendations on the determination of biomarkers in CRC based on their clinical experience. The article also describes the importance of looking for additional prognostic biomarkers and the use of histopathology to establish an adequate molecular classification. Present and future of immunotherapy biomarkers in CRC patients are also discussed, together with several techniques for marker determination, including liquid biopsy, next-generation sequencing (NGS), polymerase chain reaction (PCR), and fecal immunohistochemical tests. Finally, the role of Molecular Tumor Boards in the diagnosis and treatment of CRC is described. All of this information will allow us to highlight the importance of biomarker determination in CRC.
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Affiliation(s)
- Carlos Eduardo Bonilla
- Fundación CTIC—Centro de Tratamiento e Investigación sobre Cáncer, Bogotá 1681442, Colombia
| | - Paola Montenegro
- Institución AUNA OncoSalud e Instituto Nacional de Enfermedades Neoplásicas, Lima 15023, Peru
| | | | | | - Enrique Aranda
- Departamento de Oncología Médica, Hospital Reina Sofía, IMIBIC, UCO, CIBERONC, 14004 Cordoba, Spain;
| | | | - Alejandra Llontop
- Instituto de Oncología Ángel H. Roffo, Ciudad Autónoma de Buenos Aires C1437FBG, Argentina
| | | | | | | | - Begoña Graña Suárez
- Servicio de Oncología Médica, Hospital Universitario de A Coruña, Servicio Galego de Saúde (SERGAS), 15006 A Coruña, Spain;
| | | | | | - Jesús García-Foncillas
- Hospital Universitario Fundación Jiménez Díaz, Universidad Autónoma de Madrid, 28040 Madrid, Spain
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Margonis GA, Vauthey J. Precision surgery for colorectal liver metastases: Current knowledge and future perspectives. Ann Gastroenterol Surg 2022; 6:606-615. [PMID: 36091304 PMCID: PMC9444843 DOI: 10.1002/ags3.12591] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 06/05/2022] [Indexed: 11/08/2022] Open
Abstract
Precision surgery for colorectal liver metastases (CRLM) includes optimal selection of both the patient and surgery. Initial attempts of using clinical risk scores to identify patients for whom technically feasible surgery is oncologically futile failed. Since then, patient selection for single-stage hepatectomy followed three distinct approaches, all of which incorporated biomarkers. The BRAF V600E mutation, the G12V KRAS variant, and the triple mutation of RAS, TP53, and SMAD4 appear to be the most promising, but none can be used in isolation to deny surgery in otherwise resectable cases. Combining biomarkers with clinicopathologic factors that predict poor prognosis may be used to select patients for surgery, but external validation and matched analyses with medically treated counterparts are needed. Patient selection for special surgical procedures (two-stage hepatectomy [TSH], Associating Liver Partition and Portal vein Ligation for staged hepatectomy [ALPPS], and liver transplant [LT]) has been recently refined. Specifically, BRAF mutations and right-sided laterality have been proposed as separate contraindications to LT. A similar association of right-sided laterality, particularly when combined with RAS mutations, with very poor outcomes has been observed for ALPPS and has been suggested as a biologic contraindication. Data are scarce for TSH but RAS mutations may portend very poor survival following TSH completion. The selection of the best single-stage hepatectomy (optimal margin and type of resection) based on biomarkers remains debated, although there is some evidence that RAS may play a significant role. Lastly, although there are currently no criteria to select among the three special techniques based on their efficacy or appropriateness in different settings, RAS mutational status may be used to select patients for TSH, while right-sided tumor in conjunction with a RAS mutation may be a contraindication to LT and ALPPS.
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Affiliation(s)
- Georgios Antonios Margonis
- Department of SurgeryMemorial Sloan Kettering Cancer CenterNew YorkNew YorkUSA
- Department of General and Visceral SurgeryCharité Campus Benjamin FranklinBerlinGermany
| | - Jean‐Nicolas Vauthey
- Department of Surgical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
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Wong GYM, Bhimani N, Mol B, Diakos C, de Reuver P, Molloy MP, Hugh TJ. Performance of prognostic models incorporating KRAS mutation status to predict survival after resection of colorectal liver metastases. HPB (Oxford) 2022; 24:1316-1325. [PMID: 35093297 DOI: 10.1016/j.hpb.2022.01.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 12/02/2021] [Accepted: 01/05/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND The Genetic And Morphologic Evaluation (GAME) score and modified clinical score (m-CS) are two novel prognostic models that incorporate KRAS mutation status to predict survival after resection of colorectal liver metastases (CRLM). This retrospective cohort study evaluated the performance of these two models. METHODS A total of 103 patients who underwent resection of CRLM between 2007 and 2017 and had known KRAS mutation status were included, 39 (37.9%) of whom had KRAS mutated tumours. Complete case analysis of the patients was performed according to the Clinical Risk Score (CRS), m-CS, and GAME score. The primary outcome was overall survival stratified according to low-risk and high-risk scores. Harrell's C-index and Akaike information criterion (AIC) were used to compare the discrimination of the evaluated prognostic models. RESULTS The GAME score demonstrated the largest difference in overall survival for patients stratified according to low-risk and high-risk groups. Harrell's C-index values for the CRS, m-CS, and GAME models were 0.583, 0.600, and 0.668, respectively. AIC values for the CRS, m-CS, and GAME models were 441, 439, and 427, respectively. CONCLUSION The GAME score outperforms the CRS and m-CS in predicting overall survival after resection of CRLM in patients with known KRAS mutation status.
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Affiliation(s)
- Geoffrey Yuet Mun Wong
- Department of Upper Gastrointestinal Surgery, Royal North Shore Hospital, Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia; Department of Medical Oncology, Royal North Shore Hospital, Sydney, New South Wales, Australia.
| | - Nazim Bhimani
- Department of Upper Gastrointestinal Surgery, Royal North Shore Hospital, Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia
| | - Barend Mol
- Department of Upper Gastrointestinal Surgery, Royal North Shore Hospital, Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia
| | - Connie Diakos
- Department of Medical Oncology, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Philip de Reuver
- Department of Surgery, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Mark P Molloy
- Bowel Cancer and Biomarker Research Laboratory, School of Medical Sciences, University of Sydney, Sydney, New South Wales, Australia
| | - Thomas J Hugh
- Department of Upper Gastrointestinal Surgery, Royal North Shore Hospital, Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia; Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia
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Wagner D, Margonis GA. Gene Alterations, Mediators, and Artificial Intelligence in Colorectal Liver Metastases. Cells 2022; 11:cells11142205. [PMID: 35883648 PMCID: PMC9316659 DOI: 10.3390/cells11142205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 07/12/2022] [Indexed: 02/04/2023] Open
Affiliation(s)
- Doris Wagner
- Department of General Surgery, Medical University of Graz, 8036 Graz, Austria
- Correspondence: (D.W.); (G.A.M.)
| | - Georgios Antonios Margonis
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Department of General and Visceral Surgery, Charité Campus Benjamin Franklin, 10117 Berlin, Germany
- Correspondence: (D.W.); (G.A.M.)
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Prognostic Models Incorporating RAS Mutation to Predict Survival in Patients with Colorectal Liver Metastases: A Narrative Review. Cancers (Basel) 2022; 14:cancers14133223. [PMID: 35804994 PMCID: PMC9264993 DOI: 10.3390/cancers14133223] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 06/26/2022] [Accepted: 06/26/2022] [Indexed: 02/01/2023] Open
Abstract
Recurrence and survival vary widely among patients who undergo curative-intent resection of colorectal liver metastases (CRLM). Prognostic models provide estimated probabilities of these outcomes and allow the effects of multiple potentially interacting variables to be adjusted and assessed simultaneously. Although many prognostic models based on clinicopathologic factors have been developed since the 1990s to predict survival after resection of CRLM, these models vary in their predictive performance when applied to contemporary cohorts. Rat sarcoma viral oncogene homolog (RAS) mutation status is routinely tested in patients with metastatic colorectal cancer to predict response to anti-epidermal growth factor therapy. In addition, mutations in RAS predict survival and recurrence in patients undergoing hepatectomy for CRLM. Several recent prognostic models have incorporated RAS mutation status as a surrogate of tumor biology and combined revised clinicopathologic variables to improve the prediction of recurrence and survival. This narrative review aims to evaluate the differences between contemporary prognostic models incorporating RAS mutation status and their clinical applicability in patients considered for curative-intent resection of CRLM.
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Torregrosa C, Pernot S, Vaflard P, Perret A, Tournigand C, Randrian V, Doat S, Neuzillet C, Moulin V, Stouvenot M, Roth G, Darbas T, Auberger B, Godet T, Jaffrelot M, Lambert A, Dubreuil O, Gluszak C, Bernard‐Tessier A, Turpin A, Palmieri L, Bouche O, Goujon G, Lecomte T, Sefrioui D, Locher C, Grados L, Gignoux P, Trager S, Nassif E, Saint A, Hammel P, Lecaille C, Bureau M, Perrier M, Botsen D, Bourgeois V, Taieb J, Auclin E. FOLFIRI plus BEvacizumab or aFLIbercept after FOLFOX‐bevacizumab failure for COlorectal cancer (BEFLICO): an AGEO multicenter study. Int J Cancer 2022; 151:1978-1988. [DOI: 10.1002/ijc.34166] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 04/20/2022] [Accepted: 04/26/2022] [Indexed: 11/05/2022]
Affiliation(s)
- Cécile Torregrosa
- Gastrointestinal Oncology Department, Hôpital Européen Georges Pompidou, AP‐HP, Université de Paris Paris France
| | - Simon Pernot
- Medical oncology Bergonié Institute Bordeaux France
| | | | - Audrey Perret
- Department of Cancer Medicine Gustave Roussy Cancer Institute Villejuif France
| | - Christophe Tournigand
- Medical Oncology, Henri Mondor Hospital, Assistance Publique des Hôpitaux de Paris Paris Est Creteil University, INSERM, IMRB F‐94010 Creteil France
| | - Violaine Randrian
- Hepatology and Gastro‐enterology Department University Hospital Center of Poitiers Poitiers France
| | - Solene Doat
- Digestive Oncology Department Pitié‐Salpêtrière University Hospital, Assistance Publique des Hôpitaux de Paris Paris France
| | - Cindy Neuzillet
- Medical Oncology Department Curie Institute, Saint‐Cloud, Versailles Saint‐Quentin ‐ Paris Saclay University France
| | - Valérie Moulin
- Oncology Department Hospital of La Rochelle La Rochelle France
| | - Morgane Stouvenot
- Department of Oncology University Hospital Center of Besançon Besançon France
| | - Gael Roth
- Hepato‐gastroenterology and Digestive oncology Unit University Hospital Center of Grenoble Grenoble France
| | - Tiffany Darbas
- Oncology Department University Hospital Center of Limoges Limoges France
| | - Benjamin Auberger
- Oncology Department University Hospital Center of Brest Brest France
| | - Tiphaine Godet
- Gastroenterology and digestive oncology department University Hospital Center of Angers Angers France
| | - Marion Jaffrelot
- Digestive Oncology Department University Hospital Center of Toulouse Toulouse France
| | - Aurélien Lambert
- Medical Oncology Department, Institut de Cancérologie de Lorraine Nancy France
| | - Olivier Dubreuil
- Medical Oncology Department Diaconesses‐Croix St Simon Hospital Paris
| | - Cassandre Gluszak
- Medical Oncology department Institut de Cancérologie de l'Ouest Angers France
| | - Alice Bernard‐Tessier
- Gastroenterology and Digestive Oncology Department, Saint‐Antoine Hospital, APHP Paris France
| | - Anthony Turpin
- University of Lille, CNRS UMR9020, Inserm UMR‐S 1277 ‐ Canther ‐ Cancer Heterogeneity, Plasticity and Resistance to Therapies, Lille University Hospital, Department of Medical Oncology Lille France
| | - Lola‐Jade Palmieri
- Gastroenterology and Digestive Oncology Department Cochin Hospital, APHP. Paris France
| | - Olivier Bouche
- Oncology Department University Hospital Center of Reims Reims France
| | - Gael Goujon
- Gastroenterology and Digestive Oncology Department Bichat Hospital Paris France
| | - Thierry Lecomte
- Department of Hepato‐Gastroenterology and Digestive Oncology, Tours University Hospital and INSERM U1069 Nutrition, Croissance et Cancer University of Tours Tours France
| | - David Sefrioui
- Normandie Univ, UNIROUEN, Inserm U1245, IRON group Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine and Department of Hepatogastroenterology, F 76000 Rouen France
| | - Christophe Locher
- Gastroenterology and Digestive Oncology Department Meaux Hospital Meaux France
| | - Lucien Grados
- Gastroenterology and Digestive Oncology Department University Hospital Center of Amiens Amiens France
| | - Pauline Gignoux
- Oncology Department University Hospital Center of Martinique Fort de France France
| | | | - Elise Nassif
- Oncology Department Leon Berard Institute Lyon France
| | - Angélique Saint
- Medical oncology department Antoine Lacassagne Center Nice France
| | - Pascal Hammel
- Digestive and medical oncology department University Paris‐Saclay, Hospital Paul Brousse (AP‐HP), Villejuif France
| | - Cédric Lecaille
- Gastroenterology Department Polyclinique Bordeaux Nord Aquitaine Bordeaux France
| | - Mathilde Bureau
- Digestive oncology department University Hospital Center of Nantes Nantes France
| | - Marine Perrier
- Gastroenterology and Digestive Oncology Department Boulogne‐Sur‐Mer Hospital, Boulogne‐Sur‐Mer France
| | - Damien Botsen
- Oncology Department University Hospital Center of Reims Reims France
| | - Vincent Bourgeois
- Gastroenterology and Digestive Oncology Department Boulogne‐Sur‐Mer Hospital, Boulogne‐Sur‐Mer France
| | - Julien Taieb
- Gastrointestinal Oncology Department, Hôpital Européen Georges Pompidou, AP‐HP, Université de Paris Paris France
| | - Edouard Auclin
- Gastrointestinal Oncology Department, Hôpital Européen Georges Pompidou, AP‐HP, Université de Paris Paris France
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