Identification of potential mediators of the relationship between body mass index and colorectal cancer: a Mendelian randomization analysis

被引:4
作者
Bouras, Emmanouil [1 ,2 ,39 ]
Gill, Dipender [3 ]
Zuber, Verena [3 ]
Murphy, Neil [4 ]
Dimou, Niki [4 ]
Aleksandrova, Krasimira [5 ,6 ]
Lewis, Sarah J. [7 ,8 ]
Martin, Richard M. [7 ,8 ,9 ,10 ]
Yarmolinsky, James [7 ,8 ]
Albanes, Demetrius [11 ]
Brenner, Hermann [12 ,13 ,14 ,15 ]
Castellvi-Bel, Sergi [16 ]
Chan, Andrew T. [17 ,18 ,19 ,20 ,21 ,22 ,23 ]
Cheng, Iona [24 ]
Gruber, Stephen [25 ,26 ]
Van Guelpen, Bethany [27 ,28 ]
Li, Christopher, I [29 ]
Le Marchand, Loic [30 ]
Newcomb, Polly A. [29 ,31 ]
Ogino, Shuji [21 ,22 ,31 ,32 ,33 ]
Pellatt, Andrew [34 ]
Schmit, Stephanie L. [35 ,36 ]
Wolk, Alicja [37 ]
Wu, Anna H. [38 ]
Peters, Ulrike [29 ]
Gunter, Marc J. [3 ,4 ]
Tsilidis, Konstantinos K. [1 ,3 ]
机构
[1] Univ Ioannina, Sch Med, Dept Hyg & Epidemiol, Ioannina, Greece
[2] Novo Nordisk, Res & Early Dev, Chief Sci Advisor Off, Copenhagen, Denmark
[3] Imperial Coll London, Sch Publ Hlth, Dept Epidemiol & Biostat, London, England
[4] Int Agcy Res Canc, Nutr & Metab Branch, Lyon, France
[5] Univ Bremen, Fac Human & Hlth Sci, Bremen, Germany
[6] Leibniz Inst Prevent Res & Epidemiol, Dept Epidemiol Methods & Etiol Res, Bremen, Germany
[7] Univ Bristol, Bristol Med Sch, Dept Populat Hlth Sci, Bristol, England
[8] Univ Bristol, MRC Integrat Epidemiol Unit, Bristol, England
[9] Univ Hosp Bristol & Weston NHS Fdn Trust, NIHR Bristol Biomed Res Ctr, Bristol, England
[10] Univ Bristol, Bristol, England
[11] NCI, Div Canc Epidemiol & Genet, NIH, Bethesda, MD USA
[12] German Canc Res Ctr, Div Clin Epidemiol & Aging Res, Heidelberg, Germany
[13] German Canc Res Ctr, Div Prevent Oncol, Heidelberg, Germany
[14] Natl Ctr Tumor Dis NCT, Heidelberg, Germany
[15] German Canc Res Ctr, German Canc Consortium DKTK, Heidelberg, Germany
[16] Hosp Clin Barcelona, Inst Invest Biomed August Pi Sunyer IDIBAPS i, Ctr Invest Biomed Red Enfermedades Hepat & Digest, Dept Gastroenterol, Barcelona, Spain
[17] Massachusetts Gen Hosp, Div Gastroenterol, Boston, MA USA
[18] Harvard Med Sch, Boston, MA USA
[19] Brigham & Womens Hosp, Channing Div Network Med, Boston, MA USA
[20] Massachusetts Gen Hosp, Clin & Translat Epidemiol Unit, Boston, MA USA
[21] Broad Inst Harvard & MIT, Cambridge, MA USA
[22] Harvard Univ, Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA USA
[23] Harvard Univ, Harvard TH Chan Sch Publ Hlth, Dept Immunol & Infect Dis, Boston, MA USA
[24] Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA USA
[25] City Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA USA
[26] City Hope Natl Med Ctr, Ctr Precis Med, Duarte, CA USA
[27] Umea Univ, Dept Radiat Sci, Oncol Unit, Umea, Sweden
[28] Umea Univ, Wallenberg Ctr Mol Med, Umea, Sweden
[29] Fred Hutchinson Canc Ctr, Publ Hlth Sci Div, Seattle, WA USA
[30] Univ Hawaii, Canc Ctr, Honolulu, HI USA
[31] Univ Washington, Dept Epidemiol, Seattle, WA USA
[32] Harvard Med Sch, Brigham & Womens Hosp, Dept Pathol, Program MPE Mol Pathol Epidemiol, Boston, MA USA
[33] Dana Farber Canc Inst, Dept Oncol Pathol, Boston, MA USA
[34] Univ Utah, Dept Med, Salt Lake City, UT USA
[35] Cleveland Clin, Genom Med Inst, Cleveland, OH USA
[36] Case Comprehens Canc Ctr, Populat & Canc Prevent Program, Cleveland, OH USA
[37] Karolinska Inst, Inst Environm Med, Stockholm, Sweden
[38] Univ Southern Calif, Preventat Med, Los Angeles, CA USA
[39] Univ Ioannina Campus, Fac Med, Dept Hyg & Epidemiol, Ioannina 45110, Greece
基金
英国医学研究理事会;
关键词
Body mass index; BMI; obesity; mediation analysis; colorectal cancer; CRC; Mendelian randomization; GENETIC-VARIANTS; WEIGHT-GAIN; RISK; GROWTH; PREVENTION; IGFBP-3; OBESITY; BREAST; IGF-1;
D O I
10.1093/ije/dyae067
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background Colorectal cancer (CRC) is the third-most-common cancer worldwide and its rates are increasing. Elevated body mass index (BMI) is an established risk factor for CRC, although the molecular mechanisms behind this association remain unclear. Using the Mendelian randomization (MR) framework, we aimed to investigate the mediating effects of putative biomarkers and other CRC risk factors in the association between BMI and CRC.Methods We selected as mediators biomarkers of established cancer-related mechanisms and other CRC risk factors for which a plausible association with obesity exists, such as inflammatory biomarkers, glucose homeostasis traits, lipids, adipokines, insulin-like growth factor 1 (IGF1), sex hormones, 25-hydroxy-vitamin D, smoking, physical activity (PA) and alcohol consumption. We used inverse-variance weighted MR in the main univariable analyses and performed sensitivity analyses (weighted-median, MR-Egger, Contamination Mixture). We used multivariable MR for the mediation analyses.Results Genetically predicted BMI was positively associated with CRC risk [odds ratio per SD (5 kg/m2) = 1.17, 95% CI: 1.08-1.24, P-value = 1.4 x 10-5] and robustly associated with nearly all potential mediators. Genetically predicted IGF1, fasting insulin, low-density lipoprotein cholesterol, smoking, PA and alcohol were associated with CRC risk. Evidence for attenuation was found for IGF1 [explained 7% (95% CI: 2-13%) of the association], smoking (31%, 4-57%) and PA (7%, 2-11%). There was little evidence for pleiotropy, although smoking was bidirectionally associated with BMI and instruments were weak for PA.Conclusions The effect of BMI on CRC risk is possibly partly mediated through plasma IGF1, whereas the attenuation of the BMI-CRC association by smoking and PA may reflect confounding and shared underlying mechanisms rather than mediation.
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页数:8
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