Adiposity, metabolites, and colorectal cancer risk: Mendelian randomization study

• Published in: BMC medicine Vol. 18; no. 1; pp. 396 - 16
• Main Authors: Bull, Caroline J., Bell, Joshua A., Murphy, Neil, Sanderson, Eleanor, Davey Smith, George, Timpson, Nicholas J., Banbury, Barbara L., Albanes, Demetrius, Berndt, Sonja I., Bézieau, Stéphane, Bishop, D. Timothy, Brenner, Hermann, Buchanan, Daniel D., Burnett-Hartman, Andrea, Casey, Graham, Castellví-Bel, Sergi, Chan, Andrew T., Chang-Claude, Jenny, Cross, Amanda J., de la Chapelle, Albert, Figueiredo, Jane C., Gallinger, Steven J., Gapstur, Susan M., Giles, Graham G., Gruber, Stephen B., Gsur, Andrea, Hampe, Jochen, Hampel, Heather, Harrison, Tabitha A., Hoffmeister, Michael, Hsu, Li, Huang, Wen-Yi, Huyghe, Jeroen R., Jenkins, Mark A., Joshu, Corinne E., Keku, Temitope O., Kühn, Tilman, Kweon, Sun-Seog, Le Marchand, Loic, Li, Christopher I., Li, Li, Lindblom, Annika, Martín, Vicente, May, Anne M., Milne, Roger L., Moreno, Victor, Newcomb, Polly A., Offit, Kenneth, Ogino, Shuji, Phipps, Amanda I., Platz, Elizabeth A., Potter, John D., Qu, Conghui, Quirós, J. Ramón, Rennert, Gad, Riboli, Elio, Sakoda, Lori C., Schafmayer, Clemens, Schoen, Robert E., Slattery, Martha L., Tangen, Catherine M., Tsilidis, Kostas K., Ulrich, Cornelia M., van Duijnhoven, Fränzel J. B., van Guelpen, Bethany, Visvanathan, Kala, Vodicka, Pavel, Vodickova, Ludmila, Wang, Hansong, White, Emily, Wolk, Alicja, Woods, Michael O., Wu, Anna H., Campbell, Peter T., Zheng, Wei, Peters, Ulrike, Vincent, Emma E., Gunter, Marc J.
• Format: Journal Article
• Language: English
• Published: London BioMed Central 17.12.2020; BioMed Central Ltd; BMC
• Subjects: Adipose tissue; Adiposity - genetics; Adult; Bias; Biomedicine; Body mass; Body Mass Index; Body size; Case-Control Studies; CCFR; Cholesterol; Colon; Colon cancer; Colorectal cancer; Colorectal carcinoma; Colorectal Neoplasms - epidemiology; Colorectal Neoplasms - etiology; Colorectal Neoplasms - genetics; Colorectal Neoplasms - metabolism; Complications and side effects; Confidence intervals; Consortia; CORECT; Epidemiology; Estimates; Europe - epidemiology; Fatty acids; Female; GECCO; Genetic diversity; Genetic Predisposition to Disease; Genetic variance; Genetics; Genome-Wide Association Study - statistics & numerical data; Genomes; Health aspects; Health risks; Humans; Male; Medical research; Medicine; Medicine & Public Health; Men; Mendelian randomization; Mendelian Randomization Analysis; Metabolism; Metabolites; Metabolome - genetics; Metabolomics; Middle Aged; NMR; Nuclear magnetic resonance; Obesity; Obesity - complications; Obesity - epidemiology; Obesity - genetics; Obesity - metabolism; Physiological aspects; Polymorphism, Single Nucleotide; Randomization; Research Article; Risk; Risk Factors; Sex; Sex Factors; Sex factors in disease; Statistics; Waist-Hip Ratio; Waist-to-hip ratio; Weight control; Women; Europe; Body mass index; NMR; CCFR; CORECT; Waist-to-hip ratio; Colorectal cancer; GECCO; Mendelian randomization; Metabolism; Epidemiology
• ISSN: 1741-7015; 1741-7015
• DOI: 10.1186/s12916-020-01855-9

Background Higher adiposity increases the risk of colorectal cancer (CRC), but whether this relationship varies by anatomical sub-site or by sex is unclear. Further, the metabolic alterations mediating the effects of adiposity on CRC are not fully understood. Methods We examined sex- and site-specific associations of adiposity with CRC risk and whether adiposity-associated metabolites explain the associations of adiposity with CRC. Genetic variants from genome-wide association studies of body mass index (BMI) and waist-to-hip ratio (WHR, unadjusted for BMI; N  = 806,810), and 123 metabolites from targeted nuclear magnetic resonance metabolomics ( N  = 24,925), were used as instruments. Sex-combined and sex-specific Mendelian randomization (MR) was conducted for BMI and WHR with CRC risk (58,221 cases and 67,694 controls in the Genetics and Epidemiology of Colorectal Cancer Consortium, Colorectal Cancer Transdisciplinary Study, and Colon Cancer Family Registry). Sex-combined MR was conducted for BMI and WHR with metabolites, for metabolites with CRC, and for BMI and WHR with CRC adjusted for metabolite classes in multivariable models. Results In sex-specific MR analyses, higher BMI (per 4.2 kg/m 2 ) was associated with 1.23 (95% confidence interval (CI) = 1.08, 1.38) times higher CRC odds among men (inverse-variance-weighted (IVW) model); among women, higher BMI (per 5.2 kg/m 2 ) was associated with 1.09 (95% CI = 0.97, 1.22) times higher CRC odds. WHR (per 0.07 higher) was more strongly associated with CRC risk among women (IVW OR = 1.25, 95% CI = 1.08, 1.43) than men (IVW OR = 1.05, 95% CI = 0.81, 1.36). BMI or WHR was associated with 104/123 metabolites at false discovery rate-corrected P  ≤ 0.05; several metabolites were associated with CRC, but not in directions that were consistent with the mediation of positive adiposity-CRC relations. In multivariable MR analyses, associations of BMI and WHR with CRC were not attenuated following adjustment for representative metabolite classes, e.g., the univariable IVW OR for BMI with CRC was 1.12 (95% CI = 1.00, 1.26), and this became 1.11 (95% CI = 0.99, 1.26) when adjusting for cholesterol in low-density lipoprotein particles. Conclusions Our results suggest that higher BMI more greatly raises CRC risk among men, whereas higher WHR more greatly raises CRC risk among women. Adiposity was associated with numerous metabolic alterations, but none of these explained associations between adiposity and CRC. More detailed metabolomic measures are likely needed to clarify the mechanistic pathways.