Frank A Sinicrope1, Qian Shi2, Thomas C Smyrk3, Stephen N Thibodeau3, Rodrigo Dienstmann4, Justin Guinney4, Brian M Bot4, Sabine Tejpar5, Mauro Delorenzi6, Richard M Goldberg7, Michelle Mahoney2, Daniel J Sargent2, Steven R Alberts8. 1. Department of Medicine, Mayo Clinic, Rochester, Minnesota; Department of Oncology, Mayo Clinic, Rochester, Minnesota. Electronic address: sinicrope.frank@mayo.edu. 2. Alliance Statistics and Data Center, Mayo Clinic, Rochester, Minnesota. 3. Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota. 4. Sage Bionetworks, Seattle, Washington. 5. Molecular Digestive Oncology, KU Leuven, The Netherlands. 6. Swiss Institute of Bioinformatics, University Lausanne, Switzerland. 7. Division of Medical Oncology, Ohio State University Comprehensive Cancer Center, Columbus, Ohio. 8. Department of Oncology, Mayo Clinic, Rochester, Minnesota.
Abstract
BACKGROUND & AIMS: Categorization of colon cancers into distinct subtypes using a combination of pathway-based biomarkers could provide insight into stage-independent variability in outcomes. METHODS: We used a polymerase chain reaction-based assay to detect mutations in BRAF (V600E) and in KRAS in 2720 stage III cancer samples, collected prospectively from patients participating in an adjuvant chemotherapy trial (NCCTG N0147). Tumors deficient or proficient in DNA mismatch repair (MMR) were identified based on detection of MLH1, MSH2, and MSH6 proteins and methylation of the MLH1 promoter. Findings were validated using tumor samples from a separate set of patients with stageIII cancer (n = 783). Association with 5-year disease-free survival was evaluated using Cox proportional hazards models. RESULTS: Tumors were categorized into 5 subtypes based on MMR status and detection of BRAF or KRAS mutations which were mutually exclusive. Three subtypes were MMR proficient: those with mutations in BRAF (6.9% of samples), mutations in KRAS (35%), or tumors lacking either BRAF or KRAS mutations (49%). Two subtypes were MMR deficient: the sporadic type (6.8%) with BRAF mutation and/or or hypermethylation of MLH1 and the familial type (2.6%), which lacked BRAF(V600E) or hypermethylation of MLH1. A higher percentage of MMR-proficient tumors with BRAF(V600E) were proximal (76%), high-grade (44%), N2 stage (59%), and detected in women (59%), compared with MMR-proficient tumors without BRAF(V600E) or KRAS mutations (33%, 19%, 41%, and 42%, respectively; all P < .0001). A significantly lower proportion of patients with MMR-proficient tumors with mutant BRAF (hazard ratio = 1.43; 95% confidence interval: 1.11-1.85; Padjusted = .0065) or mutant KRAS (hazard ratio = 1.48; 95% confidence interval: 1.27-1.74; Padjusted < .0001) survived disease-free for 5 years compared with patients whose MMR-proficient tumors lacked mutations in either gene. Disease-free survival rates of patients with MMR-deficient sporadic or familial subtypes was similar to those of patients with MMR-proficient tumors without BRAF or KRAS mutations. The observed differences in survival rates of patients with different tumor subtypes were validated in an independent cohort. CONCLUSIONS: We identified subtypes of stage III colon cancer, based on detection of mutations in BRAF (V600E) or KRAS, and MMR status that show differences in clinical and pathologic features and disease-free survival. Patients with MMR-proficient tumors and BRAF or KRAS mutations had statistically shorter survival times than patients whose tumors lacked these mutations. The tumor subtype found in nearly half of the study cohort (MMR-proficient without BRAF(V600E) or KRAS mutations) had similar outcomes to those of patients with MMR-deficient cancers.
RCT Entities:
BACKGROUND & AIMS: Categorization of colon cancers into distinct subtypes using a combination of pathway-based biomarkers could provide insight into stage-independent variability in outcomes. METHODS: We used a polymerase chain reaction-based assay to detect mutations in BRAF (V600E) and in KRAS in 2720 stage III cancer samples, collected prospectively from patients participating in an adjuvant chemotherapy trial (NCCTG N0147). Tumors deficient or proficient in DNA mismatch repair (MMR) were identified based on detection of MLH1, MSH2, and MSH6 proteins and methylation of the MLH1 promoter. Findings were validated using tumor samples from a separate set of patients with stage III cancer (n = 783). Association with 5-year disease-free survival was evaluated using Cox proportional hazards models. RESULTS:Tumors were categorized into 5 subtypes based on MMR status and detection of BRAF or KRAS mutations which were mutually exclusive. Three subtypes were MMR proficient: those with mutations in BRAF (6.9% of samples), mutations in KRAS (35%), or tumors lacking either BRAF or KRAS mutations (49%). Two subtypes were MMR deficient: the sporadic type (6.8%) with BRAF mutation and/or or hypermethylation of MLH1 and the familial type (2.6%), which lacked BRAF(V600E) or hypermethylation of MLH1. A higher percentage of MMR-proficient tumors with BRAF(V600E) were proximal (76%), high-grade (44%), N2 stage (59%), and detected in women (59%), compared with MMR-proficient tumors without BRAF(V600E) or KRAS mutations (33%, 19%, 41%, and 42%, respectively; all P < .0001). A significantly lower proportion of patients with MMR-proficient tumors with mutant BRAF (hazard ratio = 1.43; 95% confidence interval: 1.11-1.85; Padjusted = .0065) or mutant KRAS (hazard ratio = 1.48; 95% confidence interval: 1.27-1.74; Padjusted < .0001) survived disease-free for 5 years compared with patients whose MMR-proficient tumors lacked mutations in either gene. Disease-free survival rates of patients with MMR-deficient sporadic or familial subtypes was similar to those of patients with MMR-proficient tumors without BRAF or KRAS mutations. The observed differences in survival rates of patients with different tumor subtypes were validated in an independent cohort. CONCLUSIONS: We identified subtypes of stage III colon cancer, based on detection of mutations in BRAF (V600E) or KRAS, and MMR status that show differences in clinical and pathologic features and disease-free survival. Patients with MMR-proficient tumors and BRAF or KRAS mutations had statistically shorter survival times than patients whose tumors lacked these mutations. The tumor subtype found in nearly half of the study cohort (MMR-proficient without BRAF(V600E) or KRAS mutations) had similar outcomes to those of patients with MMR-deficient cancers.
Authors: Shuji Ogino; Katsuhiko Nosho; Gregory J Kirkner; Takako Kawasaki; Jeffrey A Meyerhardt; Massimo Loda; Edward L Giovannucci; Charles S Fuchs Journal: Gut Date: 2008-10-02 Impact factor: 23.059
Authors: J Philip Kuebler; H Samuel Wieand; Michael J O'Connell; Roy E Smith; Linda H Colangelo; Greg Yothers; Nicholas J Petrelli; Michael P Findlay; Thomas E Seay; James N Atkins; John L Zapas; J Wendall Goodwin; Louis Fehrenbacher; Ramesh K Ramanathan; Barbara A Conley; Patrick J Flynn; Gamini Soori; Lauren K Colman; Edward A Levine; Keith S Lanier; Norman Wolmark Journal: J Clin Oncol Date: 2007-04-30 Impact factor: 44.544
Authors: Christine M Ribic; Daniel J Sargent; Malcolm J Moore; Stephen N Thibodeau; Amy J French; Richard M Goldberg; Stanley R Hamilton; Pierre Laurent-Puig; Robert Gryfe; Lois E Shepherd; Dongsheng Tu; Mark Redston; Steven Gallinger Journal: N Engl J Med Date: 2003-07-17 Impact factor: 91.245
Authors: Shuji Ogino; Jeffrey A Meyerhardt; Natsumi Irahara; Donna Niedzwiecki; Donna Hollis; Leonard B Saltz; Robert J Mayer; Paul Schaefer; Renaud Whittom; Alexander Hantel; Al B Benson; Richard M Goldberg; Monica M Bertagnolli; Charles S Fuchs Journal: Clin Cancer Res Date: 2009-11-24 Impact factor: 12.531
Authors: E Domingo; P Laiho; M Ollikainen; M Pinto; L Wang; A J French; J Westra; T Frebourg; E Espín; M Armengol; R Hamelin; H Yamamoto; R M W Hofstra; R Seruca; A Lindblom; P Peltomäki; S N Thibodeau; L A Aaltonen; S Schwartz Journal: J Med Genet Date: 2004-09 Impact factor: 6.318
Authors: Harith Rajagopalan; Alberto Bardelli; Christoph Lengauer; Kenneth W Kinzler; Bert Vogelstein; Victor E Velculescu Journal: Nature Date: 2002-08-29 Impact factor: 49.962
Authors: Helen Davies; Graham R Bignell; Charles Cox; Philip Stephens; Sarah Edkins; Sheila Clegg; Jon Teague; Hayley Woffendin; Mathew J Garnett; William Bottomley; Neil Davis; Ed Dicks; Rebecca Ewing; Yvonne Floyd; Kristian Gray; Sarah Hall; Rachel Hawes; Jaime Hughes; Vivian Kosmidou; Andrew Menzies; Catherine Mould; Adrian Parker; Claire Stevens; Stephen Watt; Steven Hooper; Rebecca Wilson; Hiran Jayatilake; Barry A Gusterson; Colin Cooper; Janet Shipley; Darren Hargrave; Katherine Pritchard-Jones; Norman Maitland; Georgia Chenevix-Trench; Gregory J Riggins; Darell D Bigner; Giuseppe Palmieri; Antonio Cossu; Adrienne Flanagan; Andrew Nicholson; Judy W C Ho; Suet Y Leung; Siu T Yuen; Barbara L Weber; Hilliard F Seigler; Timothy L Darrow; Hugh Paterson; Richard Marais; Christopher J Marshall; Richard Wooster; Michael R Stratton; P Andrew Futreal Journal: Nature Date: 2002-06-09 Impact factor: 49.962
Authors: Julien Taieb; Karine Le Malicot; Qian Shi; Frédérique Penault-Llorca; Olivier Bouché; Josep Tabernero; Enrico Mini; Richard M Goldberg; Gunnar Folprecht; Jean Luc Van Laethem; Daniel J Sargent; Steven R Alberts; Jean Francois Emile; Pierre Laurent Puig; Frank A Sinicrope Journal: J Natl Cancer Inst Date: 2016-12-31 Impact factor: 13.506
Authors: Oscar Murcia; Miriam Juárez; Eva Hernández-Illán; Cecilia Egoavil; Mar Giner-Calabuig; María Rodríguez-Soler; Rodrigo Jover Journal: World J Gastroenterol Date: 2016-04-07 Impact factor: 5.742
Authors: Frank A Sinicrope; Michelle R Mahoney; Harry H Yoon; Thomas C Smyrk; Stephen N Thibodeau; Richard M Goldberg; Garth D Nelson; Daniel J Sargent; Steven R Alberts Journal: Clin Cancer Res Date: 2015-07-17 Impact factor: 12.531