Mendelian Randomization Study: The Association Between Metabolic Pathways and Colorectal Cancer Risk
Background: The roles of obesity-related biomarkers and their molecular pathways in the development of postmenopausal colorectal cancer (CRC) have been inconclusive. We examined insulin resistance (IR) as a major hormonal pathway mediating the association between obesity and CRC risk in a Mendelian...
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doaj-a6bfde51b9ff41c59fe2573647a10c922020-11-25T02:58:12ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2020-07-011010.3389/fonc.2020.01005546812Mendelian Randomization Study: The Association Between Metabolic Pathways and Colorectal Cancer RiskSu Yon Jung0Jeanette C. Papp1Eric M. Sobel2Zuo-Feng Zhang3Zuo-Feng Zhang4Translational Sciences Section, Jonsson Comprehensive Cancer Center, School of Nursing, University of California, Los Angeles, Los Angeles, CA, United StatesDepartment of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United StatesDepartment of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United StatesDepartment of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United StatesCenter for Human Nutrition, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United StatesBackground: The roles of obesity-related biomarkers and their molecular pathways in the development of postmenopausal colorectal cancer (CRC) have been inconclusive. We examined insulin resistance (IR) as a major hormonal pathway mediating the association between obesity and CRC risk in a Mendelian randomization (MR) framework.Methods: We performed MR analysis using individual-level data of 11,078 non-Hispanic white postmenopausal women from our earlier genome-wide association study. We identified four independent single-nucleotide polymorphisms associated with fasting glucose (FG), three with fasting insulin (FI), and six with homeostatic model assessment–IR (HOMA-IR), which were not associated with obesity. We estimated hazard ratios (HRs) for CRC by adjusting for potential confounding factors plus genetic principal components.Results: Overall, we observed no direct association between combined 13 IR genetic instruments and CRC risk (HR = 0.96, 95% confidence interval [CI]: 0.78–1.17). In phenotypic analysis, genetically raised HOMA-IR exhibited its effects on the increased risk and FG and FI on the reduced risk for CRC, but with a lack of statistical power. Subgroup analyses by physical activity level and dietary fat intake with combined phenotypes showed that genetically determined IR was associated with reduced CRC risk in both physical activity-stratified (single contributor: MTRR rs722025; HR = 0.12, 95% CI: 0.02–0.62) and high-fat diet subgroups (main contributor: G6PC2 rs560887; HR = 0.59, 95% CI: 0.37–0.94).Conclusions: Complex evidence was observed for a potential causal association between IR and CRC risk. Our findings may provide an additional value of intervention trials to lower IR and reduce CRC risk.https://www.frontiersin.org/article/10.3389/fonc.2020.01005/fullMendelian randomizationgenetically driven insulin resistanceobesityphysical activityhigh-fat dietcolorectal cancer |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Su Yon Jung Jeanette C. Papp Eric M. Sobel Zuo-Feng Zhang Zuo-Feng Zhang |
spellingShingle |
Su Yon Jung Jeanette C. Papp Eric M. Sobel Zuo-Feng Zhang Zuo-Feng Zhang Mendelian Randomization Study: The Association Between Metabolic Pathways and Colorectal Cancer Risk Frontiers in Oncology Mendelian randomization genetically driven insulin resistance obesity physical activity high-fat diet colorectal cancer |
author_facet |
Su Yon Jung Jeanette C. Papp Eric M. Sobel Zuo-Feng Zhang Zuo-Feng Zhang |
author_sort |
Su Yon Jung |
title |
Mendelian Randomization Study: The Association Between Metabolic Pathways and Colorectal Cancer Risk |
title_short |
Mendelian Randomization Study: The Association Between Metabolic Pathways and Colorectal Cancer Risk |
title_full |
Mendelian Randomization Study: The Association Between Metabolic Pathways and Colorectal Cancer Risk |
title_fullStr |
Mendelian Randomization Study: The Association Between Metabolic Pathways and Colorectal Cancer Risk |
title_full_unstemmed |
Mendelian Randomization Study: The Association Between Metabolic Pathways and Colorectal Cancer Risk |
title_sort |
mendelian randomization study: the association between metabolic pathways and colorectal cancer risk |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Oncology |
issn |
2234-943X |
publishDate |
2020-07-01 |
description |
Background: The roles of obesity-related biomarkers and their molecular pathways in the development of postmenopausal colorectal cancer (CRC) have been inconclusive. We examined insulin resistance (IR) as a major hormonal pathway mediating the association between obesity and CRC risk in a Mendelian randomization (MR) framework.Methods: We performed MR analysis using individual-level data of 11,078 non-Hispanic white postmenopausal women from our earlier genome-wide association study. We identified four independent single-nucleotide polymorphisms associated with fasting glucose (FG), three with fasting insulin (FI), and six with homeostatic model assessment–IR (HOMA-IR), which were not associated with obesity. We estimated hazard ratios (HRs) for CRC by adjusting for potential confounding factors plus genetic principal components.Results: Overall, we observed no direct association between combined 13 IR genetic instruments and CRC risk (HR = 0.96, 95% confidence interval [CI]: 0.78–1.17). In phenotypic analysis, genetically raised HOMA-IR exhibited its effects on the increased risk and FG and FI on the reduced risk for CRC, but with a lack of statistical power. Subgroup analyses by physical activity level and dietary fat intake with combined phenotypes showed that genetically determined IR was associated with reduced CRC risk in both physical activity-stratified (single contributor: MTRR rs722025; HR = 0.12, 95% CI: 0.02–0.62) and high-fat diet subgroups (main contributor: G6PC2 rs560887; HR = 0.59, 95% CI: 0.37–0.94).Conclusions: Complex evidence was observed for a potential causal association between IR and CRC risk. Our findings may provide an additional value of intervention trials to lower IR and reduce CRC risk. |
topic |
Mendelian randomization genetically driven insulin resistance obesity physical activity high-fat diet colorectal cancer |
url |
https://www.frontiersin.org/article/10.3389/fonc.2020.01005/full |
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