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单变量和多变量双样本孟德尔随机化研究休闲久坐行为对肺癌风险的影响。

Univariable and Multivariable Two-Sample Mendelian Randomization Investigating the Effects of Leisure Sedentary Behaviors on the Risk of Lung Cancer.

作者信息

Peng Haoxin, Wu Xiangrong, Wen Yaokai, Ao Yiyuan, Li Yutian, Guan Wenhui, Lin Jinsheng, Li Caichen, Liang Hengrui, He Jianxing, Liang Wenhua

机构信息

Department of Thoracic Oncology and Surgery, China State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.

Nanshan School, Guangzhou Medical University, Guangzhou, China.

出版信息

Front Genet. 2021 Nov 24;12:742718. doi: 10.3389/fgene.2021.742718. eCollection 2021.

Abstract

Leisure sedentary behaviors (LSB) are widespread, and observational studies have provided emerging evidence that LSB play a role in the development of lung cancer (LC). However, the causal inference between LSB and LC remains unknown. We utilized univariable (UVMR) and multivariable two-sample Mendelian randomization (MVMR) analysis to disentangle the effects of LSB on the risk of LC. MR analysis was conducted with genetic variants from genome-wide association studies of LSB (408,815 persons from UK Biobank), containing 152 single-nucleotide polymorphisms (SNPs) for television (TV) watching, 37 SNPs for computer use, and four SNPs for driving, and LC from the International Lung Cancer Consortium (11,348 cases and 15,861 controls). Multiple sensitivity analyses were further performed to verify the causality. UVMR demonstrated that genetically predisposed 1.5-h increase in LSB spent on watching TV increased the odds of LC by 90% [odds ratio (OR), 1.90; 95% confidence interval (CI), 1.44-2.50; < 0.001]. Similar trends were observed for squamous cell lung cancer (OR, 1.97; 95%CI, 1.31-2.94; = 0.0010) and lung adenocarcinoma (OR, 1.64; 95%CI 1.12-2.39; = 0.0110). The causal effects remained significant after adjusting for education (OR, 1.97; 95%CI, 1.44-2.68; < 0.001) and body mass index (OR, 1.86; 95%CI, 1.36-2.54; < 0.001) through MVMR approach. No association was found between prolonged LSB spent on computer use and driving and LC risk. Genetically predisposed prolonged LSB was additionally correlated with smoking (OR, 1.557; 95%CI, 1.287-1.884; < 0.001) and alcohol consumption (OR, 1.010; 95%CI, 1.004-1.016; = 0.0016). Consistency of results across complementary sensitivity MR methods further strengthened the causality. Robust evidence was demonstrated for an independent, causal effect of LSB spent on watching TV in increasing the risk of LC. Further work is necessary to investigate the potential mechanisms.

摘要

休闲久坐行为(LSB)很普遍,观察性研究已提供新证据表明LSB在肺癌(LC)的发生发展中起作用。然而,LSB与LC之间的因果推断仍不清楚。我们利用单变量(UVMR)和多变量双样本孟德尔随机化(MVMR)分析来厘清LSB对LC风险的影响。使用来自LSB全基因组关联研究(英国生物银行的408,815人)的基因变异进行MR分析,其中包括用于看电视的152个单核苷酸多态性(SNP)、用于使用电脑的37个SNP和用于开车的4个SNP,以及来自国际肺癌联盟(11,348例病例和15,861例对照)的LC数据。进一步进行了多项敏感性分析以验证因果关系。UVMR表明,遗传易感性导致看电视的LSB增加1.5小时会使LC的患病几率增加90%[优势比(OR),1.90;95%置信区间(CI),1.44 - 2.50;P < 0.001]。在鳞状细胞肺癌(OR,1.97;95%CI,1.31 - 2.94;P = 0.0010)和肺腺癌(OR,1.64;95%CI 1.12 - 2.39;P = 0.0110)中也观察到类似趋势。通过MVMR方法在调整教育程度(OR,1.97;95%CI,1.44 - 2.68;P < 0.001)和体重指数(OR,1.86;95%CI,1.36 - 2.54;P < 0.001)后,因果效应仍然显著。未发现长时间使用电脑和开车的LSB与LC风险之间存在关联。遗传易感性导致的长时间LSB还与吸烟(OR,1.557;95%CI,1.287 - 1.884;P < 0.001)和饮酒(OR,1.010;95%CI,1.004 - 1.016;P = 0.0016)相关。互补敏感性MR方法结果的一致性进一步强化了因果关系。有强有力的证据表明,看电视的LSB在增加LC风险方面具有独立的因果效应。有必要进一步研究其潜在机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/83dc/8651878/82c30ecd42ba/fgene-12-742718-g001.jpg

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