A modifiable risk factors atlas of lung cancer: A Mendelian randomization study

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 includ...

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Main Authors: Jiayi Shen, Huaqiang Zhou, Jiaqing Liu, Yaxiong Zhang, Ting Zhou, Yunpeng Yang, Wenfeng Fang, Yan Huang, Li Zhang
Format: Article
Language:English
Published: Wiley 2021-07-01
Series:Cancer Medicine
Subjects:
Online Access:https://doi.org/10.1002/cam4.4015
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spelling doaj-095a062907ea485789ece839ad974fed2021-07-09T04:54:54ZengWileyCancer Medicine2045-76342021-07-0110134587460310.1002/cam4.4015A modifiable risk factors atlas of lung cancer: A Mendelian randomization studyJiayi Shen0Huaqiang Zhou1Jiaqing Liu2Yaxiong Zhang3Ting Zhou4Yunpeng Yang5Wenfeng Fang6Yan Huang7Li Zhang8Department of Medical Oncology Sun Yat‐sen University Cancer Center State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer Medicine Guangzhou ChinaDepartment of Medical Oncology Sun Yat‐sen University Cancer Center State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer Medicine Guangzhou ChinaDepartment of Medical Oncology Sun Yat‐sen University Cancer Center State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer Medicine Guangzhou ChinaDepartment of Medical Oncology Sun Yat‐sen University Cancer Center State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer Medicine Guangzhou ChinaDepartment of Medical Oncology Sun Yat‐sen University Cancer Center State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer Medicine Guangzhou ChinaDepartment of Medical Oncology Sun Yat‐sen University Cancer Center State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer Medicine Guangzhou ChinaDepartment of Medical Oncology Sun Yat‐sen University Cancer Center State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer Medicine Guangzhou ChinaDepartment of Medical Oncology Sun Yat‐sen University Cancer Center State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer Medicine Guangzhou ChinaDepartment of Medical Oncology Sun Yat‐sen University Cancer Center State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer Medicine Guangzhou ChinaAbstract 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.https://doi.org/10.1002/cam4.4015causalitylung cancerMendelian randomizationrisk factor
collection DOAJ
language English
format Article
sources DOAJ
author Jiayi Shen
Huaqiang Zhou
Jiaqing Liu
Yaxiong Zhang
Ting Zhou
Yunpeng Yang
Wenfeng Fang
Yan Huang
Li Zhang
spellingShingle Jiayi Shen
Huaqiang Zhou
Jiaqing Liu
Yaxiong Zhang
Ting Zhou
Yunpeng Yang
Wenfeng Fang
Yan Huang
Li Zhang
A modifiable risk factors atlas of lung cancer: A Mendelian randomization study
Cancer Medicine
causality
lung cancer
Mendelian randomization
risk factor
author_facet Jiayi Shen
Huaqiang Zhou
Jiaqing Liu
Yaxiong Zhang
Ting Zhou
Yunpeng Yang
Wenfeng Fang
Yan Huang
Li Zhang
author_sort Jiayi Shen
title A modifiable risk factors atlas of lung cancer: A Mendelian randomization study
title_short A modifiable risk factors atlas of lung cancer: A Mendelian randomization study
title_full A modifiable risk factors atlas of lung cancer: A Mendelian randomization study
title_fullStr A modifiable risk factors atlas of lung cancer: A Mendelian randomization study
title_full_unstemmed A modifiable risk factors atlas of lung cancer: A Mendelian randomization study
title_sort modifiable risk factors atlas of lung cancer: a mendelian randomization study
publisher Wiley
series Cancer Medicine
issn 2045-7634
publishDate 2021-07-01
description 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.
topic causality
lung cancer
Mendelian randomization
risk factor
url https://doi.org/10.1002/cam4.4015
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