TY - JOUR
T1 - Mendelian randomization study of adiposity-related traits and risk of breast, ovarian, prostate, lung and colorectal cancer
AU - On behalf of: the Colorectal Transdisciplinary Study (CORECT)
AU - Discovery, Biology and Risk of Inherited Variants in Breast Cancer (DRIVE)
AU - Elucidating Loci Involved in Prostate Cancer Susceptibility (ELLIPSE)
AU - Follow-up of Ovarian Cancer Genetic Association and Interaction Studies (FOCI)
AU - Transdisciplinary Research in Cancer of the Lung (TRICL)
AU - Gao, Chi
AU - Patel, Chirag J.
AU - Michailidou, Kyriaki
AU - Peters, Ulrike
AU - Gong, Jian
AU - Schildkraut, Joellen
AU - Schumacher, Fredrick R.
AU - Zheng, Wei
AU - Boffetta, Paolo
AU - Stucker, Isabelle
AU - Willett, Walter
AU - Gruber, Stephen
AU - Easton, Douglas F.
AU - Hunter, David J.
AU - Sellers, Thomas A.
AU - Haiman, Christopher
AU - Henderson, Brian E.
AU - Hung, Rayjean J.
AU - Amos, Christopher
AU - Pierce, Brandon L.
AU - Lindström, Sara
AU - Kraft, Peter
AU - Hunter, D.
AU - Henderson, B.
AU - Sellers, T.
AU - Amos, C.
AU - Hopper, John L.
AU - Southey, Melissa C.
AU - Makalic, Enes
AU - Schmidt, Daniel F.
AU - Fletcher, Olivia
AU - Peto, Julian
AU - Gibson, Lorna
AU - Silva, Isabel dos Santos
AU - Waisfisz, Quinten
AU - Meijers-Heijboer, Hanne
AU - Adank, Muriel
AU - van der Luijt, Rob B.
AU - Uitterlinden, Andre G.
AU - Hofman, Albert
AU - Meindl, Alfons
AU - Schmutzler, Rita K.
AU - Müller-Myhsok, Bertram
AU - Lichtner, Peter
AU - Nevanlinna, Heli
AU - Muranen, Taru A.
AU - Aittomäki, Kristiina
AU - Blomqvist, Carl
AU - Chang-Claude, Jenny
AU - Gayther, Simon
N1 - Publisher Copyright:
© The Author 2016; Published by Oxford University Press on behalf of the International Epidemiological Association All rights reserved.
PY - 2016/6/1
Y1 - 2016/6/1
N2 - Background: Adiposity traits have been associated with risk of many cancers in observational studies, but whether these associations are causal is unclear. Mendelian randomization (MR) uses genetic predictors of risk factors as instrumental variables to eliminate reverse causation and reduce confounding bias. We performed MR analyses to assess the possible causal relationship of birthweight, childhood and adult body mass index (BMI), and waist-hip ratio (WHR) on the risks of breast, ovarian, prostate, colorectal and lung cancers. Methods: We tested the association between genetic risk scores and each trait using summary statistics from published genome-wide association studies (GWAS) and from 51 537 cancer cases and 61 600 controls in the Genetic Associations and Mechanisms in Oncology (GAME-ON) Consortium. Results: We found an inverse association between the genetic score for childhood BMI and risk of breast cancer [odds ratio (OR)=0.71 per standard deviation (s.d.) increase in childhood BMI; 95% confidence interval (CI): 0.60, 0.80; P=6.5×10-5). We also found the genetic score for adult BMI to be inversely associated with breast cancer risk (OR=0.66 per s.d. increase in BMI; 95% CI: 0.57, 0.77; P=2.5×10-7), and positively associated with ovarian cancer (OR=1.35; 95% CI: 1.05, 1.72; P=0.017), lung cancer (OR=1.27; 95% CI: 1.09, 1.49; P=2.9×10-3) and colorectal cancer (OR=1.39; 95% CI: 1.06, 1.82, P=0.016). The inverse association between genetically predicted adult BMI and breast cancer risk remained even after adjusting for directional pleiotropy via MR-Egger regression. Conclusions: Findings from this study provide additional understandings of the complex relationship between adiposity and cancer risks. Our results for breast and lung cancer are particularly interesting, given previous reports of effect heterogeneity by menopausal status and smoking status.
AB - Background: Adiposity traits have been associated with risk of many cancers in observational studies, but whether these associations are causal is unclear. Mendelian randomization (MR) uses genetic predictors of risk factors as instrumental variables to eliminate reverse causation and reduce confounding bias. We performed MR analyses to assess the possible causal relationship of birthweight, childhood and adult body mass index (BMI), and waist-hip ratio (WHR) on the risks of breast, ovarian, prostate, colorectal and lung cancers. Methods: We tested the association between genetic risk scores and each trait using summary statistics from published genome-wide association studies (GWAS) and from 51 537 cancer cases and 61 600 controls in the Genetic Associations and Mechanisms in Oncology (GAME-ON) Consortium. Results: We found an inverse association between the genetic score for childhood BMI and risk of breast cancer [odds ratio (OR)=0.71 per standard deviation (s.d.) increase in childhood BMI; 95% confidence interval (CI): 0.60, 0.80; P=6.5×10-5). We also found the genetic score for adult BMI to be inversely associated with breast cancer risk (OR=0.66 per s.d. increase in BMI; 95% CI: 0.57, 0.77; P=2.5×10-7), and positively associated with ovarian cancer (OR=1.35; 95% CI: 1.05, 1.72; P=0.017), lung cancer (OR=1.27; 95% CI: 1.09, 1.49; P=2.9×10-3) and colorectal cancer (OR=1.39; 95% CI: 1.06, 1.82, P=0.016). The inverse association between genetically predicted adult BMI and breast cancer risk remained even after adjusting for directional pleiotropy via MR-Egger regression. Conclusions: Findings from this study provide additional understandings of the complex relationship between adiposity and cancer risks. Our results for breast and lung cancer are particularly interesting, given previous reports of effect heterogeneity by menopausal status and smoking status.
KW - Body mass index
KW - Cancer risk
KW - Mendelian randomization
KW - Post-GWAS study
KW - Waist-to-hip ratio
UR - http://www.scopus.com/inward/record.url?scp=85038610761&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85038610761&partnerID=8YFLogxK
U2 - 10.1093/ije/dyw129
DO - 10.1093/ije/dyw129
M3 - Article
C2 - 27427428
AN - SCOPUS:85038610761
SN - 0300-5771
VL - 45
SP - 896
EP - 908
JO - International Journal of Epidemiology
JF - International Journal of Epidemiology
IS - 3
ER -