A modifiable risk factors atlas of lung cancer: A Mendelian randomization study
Open Access
- 2 June 2021
- journal article
- research article
- Published by Wiley in Cancer Medicine
- Vol. 10 (13) , 4587-4603
Abstract
Background: There has been no study systematically assessing the causal effects of putative modifiable risk factors on lung cancer. In this study, we aimed to construct a modifiable risk factors atlas of lung cancer by using the two‐sample Mendelian randomization framework.Methods: We included 46 modifiable risk factors identified in previous studies. Traits with p‐value smaller than 0.05 were considered as suggestive risk factors. While the Bonferroni corrected p‐value for significant risk factors was set to be 8.33 × 10−4.Results: In this two‐sample Mendelian randomization analysis, we found that higher socioeconomic status was significantly correlated with lower risk of lung cancer, including years of schooling, college or university degree, and household income. While cigarettes smoked per day, time spent watching TV, polyunsaturated fatty acids, docosapentaenoic acid, eicosapentaenoic acid, and arachidonic acid in blood were significantly associated with higher risk of lung cancer. Suggestive risk factors for lung cancer were found to be serum vitamin A1, copper in blood, docosahexaenoic acid in blood, and body fat percentage.Conclusions: This study provided the first Mendelian randomization assessment of the causality between previously reported risk factors and lung cancer risk. Several modifiable targets, concerning socioeconomic status, lifestyle, dietary, and obesity, should be taken into consideration for the development of primary prevention strategies for lung cancer.Keywords
Funding Information
- National Natural Science Foundation of China (81772476, 81872499)
- China Postdoctoral Science Foundation (2020M683122)
This publication has 63 references indexed in Scilit:
- Efficient Design for Mendelian Randomization Studies: Subsample and 2-Sample Instrumental Variable EstimatorsAmerican Journal of Epidemiology, 2013
- Arsenic Exposure and the Induction of Human CancersJournal of Toxicology, 2011
- Avoiding bias from weak instruments in Mendelian randomization studiesInternational Journal of Epidemiology, 2011
- Power and instrument strength requirements for Mendelian randomization studies using multiple genetic variantsInternational Journal of Epidemiology, 2010
- Association of Socioeconomic Position With Health Behaviors and MortalityJAMA, 2010
- Lung Cancer in Never Smokers: Clinical Epidemiology and Environmental Risk FactorsClinical Cancer Research, 2009
- Socioeconomic differences in lung cancer incidence: a systematic review and meta-analysisCancer Causes & Control, 2009
- Education and Risk of Cancer in a Large Cohort of Men and Women in the United StatesPLOS ONE, 2008
- Tobacco smoking and cancer: A meta‐analysisInternational Journal of Cancer, 2007
- The Impact of Residual and Unmeasured Confounding in Epidemiologic Studies: A Simulation StudyAmerican Journal of Epidemiology, 2007