Original ResearchFull Report: Clinical—Alimentary TractAssociation Between Molecular Subtypes of Colorectal Tumors and Patient Survival, Based on Pooled Analysis of 7 International Studies
Section snippets
Study Populations
We pooled data from the Cancer Prevention Study-II Nutrition cohort (CPS-II),7,8 the German Darmkrebs: Chancen der Verhutung durch Screening Study (DACHS),9,10 the Diet Activity and Lifestyle Study (DALS),11 the Health Professionals Follow-up Study (HPFS),12 the Melbourne Collaborative Cohort Study (MCCS),13 the Nurses’ Health Study (NHS),14,15 and population-based sites from the CCFR.16 These studies, including the CCFR, participate in the Genetics and Epidemiology of Colorectal Cancer
Results
Study population characteristics are provided in Table 1. Although the distribution of individual tumor markers differed across studies, the prevalence of each tumor marker was consistent with previous estimates when combined across studies: 14.3% of tumors were MSI-high (study-specific range 7%–22%), 17.6% were CIMP-positive (range 9%–27%), 33.0% were KRAS-mutated (range 31%–52%), and 11.8% were BRAF-mutated (range 2%–19%).
In analyses of previously specified tumor marker combinations,
Discussion
In this large pooled analysis of survival in patients with CRC, we observed significant differences in outcomes according to established tumor markers, when considered in prespecified combinations and individually. Patients with type 2 CRC had the poorest prognosis, particularly with respect to DSS. Regardless of other tumor markers, patients with MSI-high colorectal tumors had a favorable prognosis; however, this survival benefit was most evident when combined with CIMP-positive and BRAF
Acknowledgments
CPS-II Nutrition Cohort: The authors thank the CPS-II participants and Study Management Group for their invaluable contributions to this research. The authors also acknowledge the contribution to this study from central cancer registries supported through the Centers for Disease Control and Prevention National Program of Cancer Registries, and cancer registries supported by the National Cancer Institute Surveillance Epidemiology and End Results program.
DACHS: We thank all participants and
References (67)
- et al.
Association between molecular subtypes of colorectal cancer and patient survival
Gastroenterology
(2015) - et al.
Microsatellite instability as a marker of prognosis and response to therapy: a meta-analysis of colorectal cancer survival data
Eur J Cancer
(2010) - et al.
Role of the serrated pathway in colorectal cancer pathogenesis
Gastroenterology
(2010) - et al.
Molecular markers identify subtypes of stage III colon cancer associated with patient outcomes
Gastroenterology
(2015) - et al.
Prospective study of alcohol consumption and risk of coronary disease in men
Lancet
(1991) - et al.
The effect of socioeconomic status on survival from colorectal cancer in the Melbourne Collaborative Cohort Study
Soc Sci Med
(2009) - et al.
Microsatellite instability in human colonic cancer is not a useful clinical indicator of familial colorectal cancer
Gastroenterology
(1995) - et al.
Microsatellite instability in colorectal adenomas
Gastroenterology
(1997) - et al.
Distinct molecular features of colorectal carcinoma with signet ring cell component and colorectal carcinoma with mucinous component
Mod Pathol
(2006) - et al.
Low somatic K-ras mutation frequency in colorectal cancer diagnosed under the age of 45 years
Eur J Cancer
(2006)
Sensitive sequencing method for KRAS mutation detection by pyrosequencing
J Mol Diagn
Colorectal carcinomas with KRAS mutation are associated with distinctive morphological and molecular features
Mod Pathol
Precision and performance characteristics of bisulfite conversion and real-time PCR (MethyLight) for quantitative DNA methylation analysis
J Mol Diagn
Evaluation of markers for CpG island methylator phenotype (CIMP) in colorectal cancer by a large population-based sample
J Mol Diagn
Genetics and epigenetics of small bowel adenocarcinoma: the interactions of CIN, MSI, and CIMP
Mod Pathol
Evaluation of a large, population-based sample supports a CpG island methylator phenotype in colon cancer
Gastroenterology
Frequent CpG island methylation in serrated adenomas of the colorectum
Am J Pathol
CpG island methylation in colorectal adenomas
Am J Pathol
Prediction of overall survival in stage II and III colon cancer beyond TNM system: a retrospective, pooled biomarker study
Ann Oncol
The association between mutations in BRAF and colorectal cancer-specific survival depends on microsatellite status and tumor stage
Clin Gastroenterol Hepatol
Effects of KRAS, BRAF, NRAS, and PIK3CA mutations on the efficacy of cetuximab plus chemotherapy in chemotherapy-refractory metastatic colorectal cancer: a retrospective consortium analysis
Lancet Oncol
The prognostic impact of consensus molecular subtypes (CMS) and its predictive effects for bevacizumab benefit in metastatic colorectal cancer: molecular analysis of the AGITG MAX clinical trial
Ann Oncol
Associations between molecular classifications of colorectal cancer and patient survival: a systematic review
Clin Gastroenterol Hepatol
Classification of colorectal cancer based on correlation of clinical, morphological and molecular features
Histopathology
Associations between colorectal cancer molecular markers and pathways with clinicopathologic features in older women
Gastroenterology
The American Cancer Society Cancer Prevention Study II Nutrition Cohort: rationale, study design, and baseline characteristics
Cancer
Establishment of the cancer prevention study II nutrition cohort colorectal tissue repository
Cancer Epidemiol Biomarkers Prev
Protection from colorectal cancer after colonoscopy: a population-based, case-control study
Ann Intern Med
Statin use and survival after colorectal cancer: the importance of comprehensive confounder adjustment
J Natl Cancer Inst
Energy balance and colon cancer--beyond physical activity
Cancer Res
The Melbourne Collaborative Cohort Study
IARC Sci Publ
The nurses' health study
Am J Nurs
The Nurses' Health Study: 20-year contribution to the understanding of health among women
J Womens Health
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Conflict of interest The authors disclose no conflicts.
Funding Grant support: Genetics and Epidemiology of Colorectal Cancer Consortium: National Cancer Institute (NCI), National Institutes of Health (NIH), US Department of Health and Human Services (U01 CA137088 and R01 CA176272). This research was funded in part through the NIH/NCI Cancer Center Support Grant P30 CA015704. The Colon Cancer Family Registry (CCFR) Illumina Genome-Wide Association Study was supported by funding from NCI, NIH (grant numbers U01 CA122839, R01 CA143247 to Dr. Graham Casey). The CCFR participant recruitment and collection of data and biospecimens used in this study were supported by NCI, NIH (grant number U01 CA167551). Additional funding toward molecular characterization and analyses included the following grants from NCI, NIH: K05CA152715 (to Polly A. Newcomb) and K07CA172298 (to Amanda I. Phipps). The content of this article does not necessarily reflect the views or policies of NCI or any of the collaborating centers in the CCFR, nor does mention of trade names, commercial products, or organizations imply endorsement by the US government, any cancer registry, or the CCFR. CPS-II: The American Cancer Society funds the creation, maintenance, and updating of the Cancer Prevention Study-II (CPS-II) cohort. This study was conducted with institutional review board approval. DACHS: This work was supported by the German Research Council (BR 1704/6-1, BR 1704/6-3, BR 1704/6-4, CH 117/1-1, HO 5117/2-1, HE 5998/2-1, KL 2354/3-1, RO 2270/8-1, and BR 1704/17-1), the Interdisciplinary Research Program of the National Center for Tumor Diseases (NCT), Germany, and the German Federal Ministry of Education and Research (01KH0404, 01ER0814, 01ER0815, 01ER1505A, and 01ER1505B). Diet Activity and Lifestyle Study: NIH (R01 CA48998 to Martha L. Slattery). The Health Professionals Follow-up Study is supported by NIH P01 CA055075, UM1 CA167552, U01 CA167552, R01 CA137178, R01 CA151993, R35CA197735, K07 CA190673, and P50 CA127003; and Nurses’ Health Study by NIH (R01 CA137178, P01 CA087969, UM1 CA186107, R01 CA151993, R35 CA197735, K07CA190673, and P50 CA127003). The Melbourne Collaborative Cohort Study (MCCS) recruitment was funded by VicHealth and Cancer Council Victoria. The MCCS was further supported by Australian National Health and Medical Research Council grants 209057, 396414, and 1074383, and by infrastructure provided by Cancer Council Victoria. Cases and their vital status were ascertained through the Victorian Cancer Registry and the Australian Institute of Health and Welfare, including the National Death Index and the Australian Cancer Database. Ontario Familial Colorectal Cancer Registry (OFCCR): NIH, through funding allocated to the Ontario Registry for Studies of Familial Colorectal Cancer (U01 CA074783); see the preceding CCFR section. Additional funding toward genetic analyses of OFCCR includes the Ontario Research Fund, the Canadian Institutes of Health Research, and the Ontario Institute for Cancer Research, through generous support from the Ontario Ministry of Research and Innovation. Andrew T. Chan is a Stuart and Suzanne Steele MGH Research Scholar.
Author names in bold designate shared co-first authoship.
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Authors share co-first authorship.
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Authors share co-last authorship.