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Gallinger, Steven

https://orcid.org/0000-0002-6998-9414

Mayo Clinic

Mount Sinai Hospital

Citations 88

Mutations in the pancreatic secretory enzymes CPA1 and CPB1 are associated with pancreatic cancer
Tamura, Koji , Hata, Tatsuo , Suenaga, Masaya, Abe, Toshiya , Macgregor-Das, Anne , Borges, Michael , Wolfgang, Christopher L. , Weiss, Matthew J. , He, Jin , Petersen, Gloria M. , Gallinger, Steven , Rustgi, Anil K. , Zogopoulos, George , Potash, James B. , McCombie, W. Richard , Zandi, Peter P. , Pirooznia, Mehdi , Kramer, Melissa , Parla, Jennifer, Eshleman, James R. , Roberts, Nicholas J. , Hruban, Ralph H. , Pirooznia, Mehdi , Tamura, Koji , Yu, Jun , Shindo, Koji , Canto, Marcia Irene , Syngal, Sapna , Brand, Randall E. , Olson, Sara H. , Stoffel, Elena M. , Coté, Michele L. , Goes, Fernando , Klein, Alison P. , Goggins, Michael

Proceedings of the National Academy of Sciences | April 19, 2018 | Volume: 115 | Issue: 18 | Pages: 4767-4772

10.1073/pnas.1720588115 Get It

Significance Much of the inherited susceptibility to pancreatic cancer remains unexplained. Germline variants that cause protein misfolding and impaired secretion of pancreatic enzymes such as CPA1 (encoding carboxypeptidase A1) can cause pancreatic acinar cell endoplasmic reticulum (ER) stress. We investigated the hypothesis that pancreatic cancer could arise from germline variants in genes encoding pancreatic secretory enzymes that induce pancreatic acinar cell stress. We find ∼1% of 1,579 patients with pancreatic cancer vs. 1 of 2,012 controls have germline variants in the genes encoding CPA1 and CPB1 (carboxypeptidase B1) that impair secretion of its protein product and induce ER stress. These findings implicate pancreatic acinar cell stress as a mechanism of pancreatic cancer susceptibility.
Long‐term weight loss after colorectal cancer diagnosis is associated with lower survival: The Colon Cancer Family Registry
Kocarnik, Jonathan , Hua, Xinwei , Hardikar, Sheetal , Lindor, Noralane M. , Win, Aung Ko , Figueiredo, Jane C. , Gallinger, Steven , Cotterchio, Michelle , Adams, Scott V. , Phipps, Amanda I. , Kocarnik, Jonathan M , Figueiredo, Jane C , Newcomb, Polly A. , Win, Aung K , Robinson, Jamaica R.M. , Hopper, John L. , Potter, John D. , Campbell, Peter T. , Cohen, Stacey A.

Cancer | August 25, 2017 | Volume: 123 | Issue: 23 | Pages: 4701-4708

10.1002/cncr.30932 Get It

BACKGROUNDBody weight is associated with colorectal cancer (CRC) risk and survival, but to the authors' knowledge, the impact of long‐term postdiagnostic weight change is unclear. Herein, the authors investigated whether weight change over the 5 years after a diagnosis of CRC is associated with survival.METHODSCRC cases diagnosed from 1997 to 2008 were identified through 4 population‐based cancer registry sites. Participants enrolled within 2 years of diagnosis and reported their height and weight 2 years prior. Follow‐up questionnaires were administered approximately 5 years after diagnosis. Associations between change in weight (in kg) or body mass index (BMI) with overall and CRC‐specific survival were estimated using Cox regression analysis adjusted for age, sex, American Joint Committee on Cancer stage of disease, baseline BMI, nonsteroidal anti‐inflammatory drug use, smoking, time between diagnosis and enrollment, and study site.RESULTSAt the 5‐year postdiagnostic survey, 2049 participants reported higher (53%; median plus 5 kg), unchanged (12%), or lower (35%; median ‐4 kg) weight. Over a median of 5.1 years of subsequent follow‐up (range, 0.3‐9.9 years), 344 participants died (91 of CRC). Long‐term weight loss (per 5 kg) was found to be associated with poorer overall survival (hazard ratio, 1.13; 95% confidence interval, 1.07‐1.21) and CRC‐specific survival (hazard ratio, 1.25; 95% confidence interval, 1.13‐1.39). Significantly lower survival was similarly observed for relative weight loss (>5% vs ≤5% change), BMI reduction (per 1 unit), or BMI category change (overweight to normal vs remaining overweight).CONCLUSIONSWeight loss 5 years after a diagnosis of CRC was found to be significantly associated with decreased long‐term survival, suggesting the importance of avoiding weight loss in survivors of CRC. Future research should attempt to further evaluate this association, accounting for whether this weight change was intentional or represents a marker of declining health. Cancer 2017;123:4701‐4708. © 2017 American Cancer Society.
Overall Survival and Clinical Characteristics of BRCA-Associated Cholangiocarcinoma: A Multicenter Retrospective Study
Golan, Talia , Raitses‐Gurevich, Maria , Kelley, Robin Kate , Bocobo, Andrea Grace, Borgida, Ayelet , Shroff, Rachna T. , Holter, Spring, Gallinger, Steven , Ahn, Daniel H. , Aderka, Dan, Jain, Apurva , Bekaii‐Saab, Tanios , Friedman, Eitan , Javle, Milind , Bekaii-Saab, Tanois, Bekaii-Saab, Tanios S

The Oncologist | May 22, 2017 | Volume: 22 | Issue: 7 | Pages: 804-810

10.1634/theoncologist.2016-0415 Get It

Abstract Background Biliary tract malignancies, in particular cholangiocarcinomas (CCA), are rare tumors that carry a poor prognosis. BRCA2 mutation carriers have an increased risk of developing CCA with a reported relative risk of ∼5 according to the Breast Cancer Linkage Consortium. In addition to this risk, there are potential therapeutic implications in those harboring somatic and/or germline (GL) BRCA mutations. Therefore, it is important to define the clinical characteristics of GL/somatic BRCA1/2 variants in CCA patients. Materials and Methods We performed a multicenter retrospective analysis of CCA patients diagnosed between January 2000 and December 2013 with GL or somatic variants in BRCA1/2 genes detected by GL mutations testing and/or by tumor next generation sequencing. Cases were identified from clinical databases at participating institutions. Data including demographics, clinical history, surgical procedures, and systemic chemotherapy or radiation were extracted from patients' records. Results Overall, 18 cases were identified: 5 carriers of GL BRCA1/2 mutations (4 BRCA2; 1 BRCA1) and 13 harboring somatic variations (7 BRCA1; 6 BRCA2). Mean age at diagnosis was 60, SD ± 10 years (range 36–75 years), with male and female prevalence rates of 61.2% and 38.8%, respectively. Stage at diagnosis was I (n = 4), II (n = 3), III (n = 3), and IV (n = 8). Six patients had extrahepatic CCA and the rest intrahepatic CCA. Thirteen patients received platinum-based therapy and four were treated with poly ADP ribose polymerase inhibitors, of whom one experienced sustained disease response with a progression-free survival of 42.6 months. Median overall survival from diagnosis for patients with stage I/II in this study was 40.3 months (95% confidence interval [CI], 6.73–108.15) and with stages III/IV was 25 months (95% CI, 15.23–40.57). Conclusion BRCA-associated CCA is uncommon. This multicenter retrospective study provides a thorough clinical analysis of a BRCA-associated CCA cohort, which can serve as a benchmark for future development and design of expanded analyses and clinical trials.
Mendelian randomisation implicates hyperlipidaemia as a risk factor for colorectal cancer
Rodriguez‐Broadbent, Henry , Law, Philip , Sud, Amit , Palin, Kimmo , Tuupanen, Sari, Gylfe, Alexandra E., Hänninen, Ulrika A. , Cajuso, Tatiana , Tanskanen, Tomas , Kondelin, Johanna , Kaasinen, Eevi , Sarin, Antti‐Pekka , Rissanen, Harri , Knekt, Paul , Jousilahti, Pekka , Palotie, Aarno , Renkonen‐Sinisalo, Laura , Lepistö, Anna , Böhm, Jan , Mecklin, Jukka‐Pekka , Tassan, Nada Al , Palles, Claire , Martin, Lynn , Barclay, Ella, Farrington, Susan M. , Timofeeva, Maria , Wakil, Salma M. , Campbell, Harry , Idziaszczyk, Shelley, Kaplan, Richard , Kerr, Rachel , Kerr, David , Passarelli, Michael N. , Figueiredo, Jane C. , Buchanan, Daniel D. , Win, Aung Ko , Jenkins, Mark A. , Lindor, Noralane M. , Gallinger, Steven , Conti, David V. , Schumacher, Fredrick R. , Casey, Graham , Aaltonen, Lauri A. , Cheadle, Jeremy P. , Tomlinson, Ian , Dunlop, Malcolm G. , Houlston, Richard S. , Law, Philip J , Buchanan, Daniel D , Win, Aung K , Ripatti, Samuli , Eriksson, Johan G. , Pukkala, ­Eero , Salomaa, Veikko , Palotie, Aarno V. , Meyer, Brian F. , Smith, Christopher G. , Maughan, Tim , Hopper, John L. , Newcomb, Polly A. , Houlston, Richard S , Jenkins, Mark A , Kaplan, Richard , Kerr, Rachel , Palles, Claire , Conti, David V

International Journal of Cancer | March 25, 2017 | Volume: 140 | Issue: 12 | Pages: 2701-2708

10.1002/ijc.30709 Get It

While elevated blood cholesterol has been associated with an increased risk of colorectal cancer (CRC) in observational studies, causality is uncertain. Here we apply a Mendelian randomisation (MR) analysis to examine the potential causal relationship between lipid traits and CRC risk. We used single nucleotide polymorphisms (SNPs) associated with blood levels of total cholesterol (TC), triglyceride (TG), low‐density lipoprotein (LDL), and high‐density lipoprotein (HDL) as instrumental variables (IV). We calculated MR estimates for each risk factor with CRC using SNP‐CRC associations from 9,254 cases and 18,386 controls. Genetically predicted higher TC was associated with an elevated risk of CRC (odds ratios (OR) per unit SD increase = 1.46, 95% confidence interval [CI]: 1.20–1.79, p = 1.68 × 10−4). The pooled ORs for LDL, HDL, and TG were 1.05 (95% CI: 0.92–1.18, p = 0.49), 0.94 (95% CI: 0.84–1.05, p = 0.27), and 0.98 (95% CI: 0.85–1.12, p = 0.75) respectively. A genetic risk score for 3‐hydoxy‐3‐methylglutaryl‐coenzyme A reductase (HMGCR) to mimic the effects of statin therapy was associated with a reduced CRC risk (OR = 0.69, 95% CI: 0.49–0.99, p = 0.046). This study supports a causal relationship between higher levels of TC with CRC risk, and a further rationale for implementing public health strategies to reduce the prevalence of hyperlipidaemia.
Association Between Telomere Length and Risk of Cancer and Non-Neoplastic Diseases
Haycock, Philip , Burgess, Stephen , Nounu, Aayah , Zheng, Jie , Okoli, George N. , Wade, Kaitlin H. , Timpson, Nicholas J. , Evans, David M. , Willeit, Peter , Aviv, Abraham , Gaunt, Tom R. , Hemani, Gibran , Mangino, Massimo , Ellis, Hayley, Kurian, Kathreena M. , Pooley, Karen A. , Eeles, Rosalind A. , Lee, Jeffrey E. , Fang, Shenying , Chen, Wei V., Law, Matthew H. , Bowdler, Lisa, Iles, Mark M. , Worrall, Bradford B. , Markus, Hugh S. , Hung, Rayjean J., Amos, Chris, Thompson, Deborah J. , O’Mara, Tracy A. , Wolpin, Brian M. , Ámundadóttir, Laufey T. , Trichopoulou, Antonia , Onland‐Moret, N. Charlotte , Lund, Eiliv , Canzian, Federico , Severi, Gianluca , Overvad, Kim , Gunter, Marc J. , ­Tumino, ­Rosario , Svenson, Ulrika, Rij, André van, Baas, Annette F., Bown, Matthew J. , Samani, Nilesh J. , t’Hof, Femke N.G. van, Tromp, Gerard , Jones, Gregory T. , Kuivaniemi, Helena , Elmore, James R. , Johansson, Mattias , McKay, James , Scélo, Ghislaine , Carreras‐Torres, Robert , Gaborieau, Valérie , Brennan, Paul , Bracci, Paige M. , Olson, Sara H. , Gallinger, Steven , Li, Donghui , Petersen, Gloria M. , Han, Jiali , Abnet, Christian C. , Freedman, Neal D. , Aben, Katja K.H. , Kiemeney, Lambertus A. , Vermeulen, Sita H. , Walsh, Kyle M. , Wrensch, Margaret , Rice, Terri, Turnbull, Clare , Litchfield, Kevin , Paternoster, Lavinia , Standl, Marie , Mijatovic, Vladan, Sapkota, Yadav , Zondervan, Krina T. , Nyholt, Dale R. , Heel, David A. van , Arking, Dan E. , Ashar, Foram N., Sotoodehnia, Nona, Woo, Daniel , Comeau, Mary E. , Brown, W. Mark , Silverman, Edwin K. , Hokanson, John E. , Hui, Jennie , Thompson, Philip J. , Morrison, Alanna C. , Smith, Nicholas L. , Christiano, Angela M. , Petukhova, Lynn , Betz, Regina C. , Zhang, Xuejun, Zhu, Caihong, Langefeld, Carl D. , Thompson, Susan D. , Wang, Feijie , Fingerlin, Tasha E. , Rotter, Jerome I. , Cotch, Mary Frances , Jensen, Richard A., Munz, Matthias , Dommisch, Henrik , Schäefer, Arne S. , Ollila, Hanna M. , Hillary, Ryan P. , Zeng, Chenjie , Zheng, Wei , Shu, Xiao-Ou , Reis, André , Uebe, Steffen , Hüffmeier, Ulrike , Kawamura, Yoshiya, Otowa, Takeshi , Sasaki, Tsukasa, Dávila, Sonia , Siminovitch, Katherine A. , Bei, Jin‐Xin , Zeng, Yi‐Xin , Chen, Bowang , Franke, Andre, Fischer, Annegret, Ellinghaus, David , Flores, Carlos , Noth, Imre , Ma, Shwu‐Fan , Foo, Jia Nee , Liu, Jianjun , Cox, David G. , Delattre, Olivier , Mirabeau, Olivier , Skibola, Christine F., Tang, Clara Sze-Man , Garcia-Barceló, Mercè, Su, Wen-Hui , Chang, Yu‐Sun , Wade, Tracey , Lee, Chaeyoung , Kubo, Michiaki , Cha, Pei-Chieng , Nakamura, Yusuke, Levy, Daniel , Hunt, S. E., Spector, Tim D. , Soranzo, Nicole , Barr, R. Graham, Kahali, Bratati , Speliotes, Elizabeth K. , Yerges-Armstrong, Laura M. , Cheng, Ching‐Yu , Wong, Tien Yin , Fogh, Isabella , Powell, John , Rice, Kenneth , Relton, Caroline L. , Martin, Richard M. , Smith, George Davey , Hung, Rayjean J. , Bowden, Jack , Yang, Qiong , Spurdle, Amanda B. , Stolzenberg‐Solomon, Rachael Z. , Duell, Eric J. , Neale, Rachel Ε. , Risch, Harvey A. , Klein, Alison P. , Taylor, Philip R. , Maris, John M. , Wiencke, John K. , Abecasis, Gonçalo R. , SanGiovanni, John Paul , Li, Yong , Low, Siew‐Kee , Montgomery, Grant W. , Hunt, Karen A. , Rosand, Jonathan M. , Cho, Michael H. , Ferreira, Manuel A. R. , Felix, Janine F. , Fan, Xing Hua , Xu, Lin , Schwartz, David A. , Han, Fang , Albagha, Omar , Ralston, Stuart H. , Sasaki, Tsukasa, Hibberd, Martin Lloyd , Xie, Gang , Försti, Asta , Landi, Stefano , Ellinghaus, David , Kim, Jong‐Won , Chang, Kai‐Ping , Martin, Nicholas G. , Gordon, Scott D. , Kimura, Masayuki , Hwang, Shih‐Jen , Manichaikul, Ani , Barr, R. Graham, Jonas, Jost B , Lin, Kuang , Amundadottir, Laufey , Kiemeney, Lambertus A , Eeles, Rosalind A , van Heel, David A , Gunter, Marc J , Canzian, Federico , Hung, Rayjean J , O'Mara, Tracy A , Abnet, Christian C , Haycock, Philip , Tumino, Rosario , Han, Jiali , Martin, Richard M , Severi, Gianluca , Reis, André , Zheng, Wei , Rotter, Jerome I , Carreras-Torres, Robert , Law, Matthew H , Davey Smith, George , Johansson, Mattias , Iles, Mark M , Morrison, Alanna C , Rice, Ken , Freedman, Neal D , Foo, Jia Nee , Levy, Daniel , Rice, Kenneth , Sapkota, Yadav , Wong, Tien Y , Liu, Jing

JAMA Oncology | February 27, 2017 | Volume: 3 | Issue: 5 | Pages: 636

10.1001/jamaoncol.2016.5945 Get It

Dual role of TGFBR1 as a modifier of colorectal cancer risk.
Pennison, Michael J. , Zeng, Qinghua , Buckhaults, Phillip , Kaklamani, Virginia , Lindor, Noralane M. , Gallinger, Steven , Haile, Robert W. , Edberg, Jeffrey C., Xu, Jianfeng , Yi, Nengjun , Pasche, Boris , Hopper, John L. , Marchand, Loı̈c Le , Newcomb, Polly A. , Baron, John A. , Stram, Daniel O. , Zhang, Hongtao , Manne, Upender , Kimberly, Robert P. , Zhang, Kui

Journal of Clinical Oncology | February 24, 2017 | Volume: 33 | Issue: 3_suppl | Pages: 600-600

10.1200/jco.2015.33.3_suppl.600 Get It

600 Background: Experimental and clinical evidence suggests that constitutively decreased Transforming Growth Factor Beta type I receptor (TGFBR1) signaling predisposes to colorectal cancer (CRC) development. However, associations between TGFBR1 variants and CRC risk in case-control studies have been inconsistent. Methods: We utilized 1,043 CRC cases and their 1,627 unaffected sibling controls obtained from the Colon Cancer Family Registry (C-CFR). Individuals were genotyped for twelve TGFBR1 haplotype tagging SNPs. SNPs associated with CRC risk were validated in 261 CRC cases and 531 controls of African American ancestry and 990 CRC cases and 3,427 controls of Han Chinese ancestry. Validated SNPs were functionally characterized with respect to TGFBR1 expression and TGF-β signaling. Results: The TGFBR1 rs7034462-TT genotype was associated with CRC risk in C-CFR participants (OR 3.80[1.46-9.85]) and African Americans (OR 8.16[2.07-32.08]) (see Table). The TT genotype was associated with stage III and stage IV at diagnosis in C-CFR participants (OR 2.99[1.15-7.81] and OR 9.38[1.54-57.28]) and African Americans (OR 5.89[1.15-30.02] and OR 12.75[1.88-86.33]), respectively. The rs7034462-CT genotype was associated with decreased risk for CRC in African Americans (OR 0.55[0.31-0.99]) and Han Chinese (OR 0.67[0.48-0.95]) (see table). Cells carrying the rs7034462-TT genotype exhibited decreased constitutive TGFBR1 expression, increased SMAD7 expression, and decreased TGF-β signaling. Conclusions: The TGFBR1 rs7034462-T allele has dual, opposite roles with respect to CRC risk. The rare rs7034462-TT genotype is a moderate penetrance genotype associated with risk for CRC and advanced stage disease at diagnosis. In contrast, the common rs7034462-CT genotype is associated with decreased CRC risk. [Table: see text]
Alcohol Consumption and the Risk of Colorectal Cancer for Mismatch Repair Gene Mutation Carriers
Dashti, S. Ghazaleh , Buchanan, Daniel D. , Jayasekara, Harindra , Ouakrim, Driss Ait , Rosty, Christophe , Winship, Ingrid , Parry, Susan, Haile, Robert W. , Gallinger, Steven , Thibodeau, Stephen N. , Lindor, Noralane M. , Jenkins, Mark A. , Win, Aung Ko , Clendenning, Mark , Macrae, Finlay , Giles, Graham G. , Casey, Graham , Marchand, Loı̈c Le , Newcomb, Polly A. , Potter, John D. , Baron, John A. , Hopper, John L. , Buchanan, Daniel D , Win, Aung K , Jenkins, Mark A , Haile, Robert W , Rosty, Christophe , Winship, Ingrid M , Jayasekara, Harindra

Cancer Epidemiology, Biomarkers & Prevention | November 4, 2016 | Volume: 26 | Issue: 3 | Pages: 366-375

10.1158/1055-9965.epi-16-0496 Get It

Abstract Background: People with germline mutation in one of the DNA mismatch repair (MMR) genes have increased colorectal cancer risk. For these high-risk people, study findings of the relationship between alcohol consumption and colorectal cancer risk have been inconclusive. Methods: 1,925 MMR gene mutations carriers recruited into the Colon Cancer Family Registry who had completed a questionnaire on lifestyle factors were included. Weighted Cox proportional hazard regression models were used to estimate hazard ratios (HR) and 95% confidence intervals (CI) for the association between alcohol consumption and colorectal cancer. Results: Colorectal cancer was diagnosed in 769 carriers (40%) at a mean (SD) age of 42.6 (10.3) years. Compared with abstention, ethanol consumption from any alcoholic beverage up to 14 g/day and >28 g/day was associated with increased colorectal cancer risk (HR, 1.50; 95% CI, 1.09–2.07 and 1.69; 95% CI, 1.07–2.65, respectively; Ptrend = 0.05), and colon cancer risk (HR, 1.78; 95% CI, 1.27–2.49 and 1.94; 95% CI, 1.19–3.18, respectively; Ptrend = 0.02). However, there was no clear evidence for an association with rectal cancer risk. Also, there was no evidence for associations between consumption of individual alcoholic beverage types (beer, wine, spirits) and colorectal, colon, or rectal cancer risk. Conclusions: Our data suggest that alcohol consumption, particularly more than 28 g/day of ethanol (∼2 standard drinks of alcohol in the United States), is associated with increased colorectal cancer risk for MMR gene mutation carriers. Impact: Although these data suggested that alcohol consumption in MMR carriers was associated with increased colorectal cancer risk, there was no evidence of a dose-response, and not all types of alcohol consumption were associated with increased risk. Cancer Epidemiol Biomarkers Prev; 26(3); 366–75. ©2016 AACR.
Prevalence and Penetrance of Major Genes and Polygenes for Colorectal Cancer
Win, Aung Ko , Jenkins, Mark A. , Antoniou, Antonis C. , Buchanan, Daniel D. , Rosty, Christophe , Ahnen, Dennis J. , Thibodeau, Stephen N. , Gallinger, Steven , Haile, Robert W., Zheng, Yingye , Lindor, Noralane M. , MacInnis, Robert J. , Haile, Robert W. , Dowty, James G. , Lee, Andrew , Giles, Graham G. , Clendenning, Mark , Casey, Graham , Marchand, Loı̈c Le , Potter, John D. , Zheng, Yingye , Newcomb, Polly A. , Hopper, John L. , Buchanan, Daniel D , Win, Aung K , Jenkins, Mark A , Haile, Robert W , Maclnnis, Robert , Rosty, Christophe

Cancer Epidemiology, Biomarkers & Prevention | October 31, 2016 | Volume: 26 | Issue: 3 | Pages: 404-412

10.1158/1055-9965.epi-16-0693 Get It

Abstract Background: Although high-risk mutations in identified major susceptibility genes (DNA mismatch repair genes and MUTYH) account for some familial aggregation of colorectal cancer, their population prevalence and the causes of the remaining familial aggregation are not known. Methods: We studied the families of 5,744 colorectal cancer cases (probands) recruited from population cancer registries in the United States, Canada, and Australia and screened probands for mutations in mismatch repair genes and MUTYH. We conducted modified segregation analyses using the cancer history of first-degree relatives, conditional on the proband's age at diagnosis. We estimated the prevalence of mutations in the identified genes, the prevalence of HR for unidentified major gene mutations, and the variance of the residual polygenic component. Results: We estimated that 1 in 279 of the population carry mutations in mismatch repair genes (MLH1 = 1 in 1,946, MSH2 = 1 in 2,841, MSH6 = 1 in 758, PMS2 = 1 in 714), 1 in 45 carry mutations in MUTYH, and 1 in 504 carry mutations associated with an average 31-fold increased risk of colorectal cancer in unidentified major genes. The estimated polygenic variance was reduced by 30% to 50% after allowing for unidentified major genes and decreased from 3.3 for age <40 years to 0.5 for age ≥70 years (equivalent to sibling relative risks of 5.1 to 1.3, respectively). Conclusions: Unidentified major genes might explain one third to one half of the missing heritability of colorectal cancer. Impact: Our findings could aid gene discovery and development of better colorectal cancer risk prediction models. Cancer Epidemiol Biomarkers Prev; 26(3); 404–12. ©2016 AACR.