Department of Thoracic Surgery and Oncology, China State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China.
Department of Medical Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China.
J Cancer Res Clin Oncol. 2023 Aug;149(10):6857-6873. doi: 10.1007/s00432-023-04606-4. Epub 2023 Feb 21.
A comprehensive appraisal of published meta-analyses incorporating Mendelian randomization studies was performed to map the different risk factors and assess the causality for lung cancer.
Systematic reviews and meta-analyses of observational and interventional studies were reviewed based on PubMed, Embase, Web of Science, and Cochrane Library. Mendelian randomization analyses were conducted to validate the causal associations of those various exposures with lung cancer using summary statistics from 10 genome-wide association studies (GWAS) consortia and other GWAS databases in MR-Base platform.
In the review of meta-analyses, 105 risk factors associated with lung cancer were identified from 93 articles. It was found that 72 risk factors were nominally significant (P < 0.05) associated with lung cancer. Mendelian randomization analyses were performed to analyze 36 exposures based on 551 SNPs and 4,944,052 individuals, finding that 3 exposures had a consistent risk/protective effect on lung cancer with the results of the meta-analysis. In Mendelian randomization anaylses, smoking (OR 1.44, 95% CI 1.18-1.75; P = 0.001) and blood copper (OR 1.14, 95% CI 1.01-1.29; P = 0.039) significantly associated with increased risk of lung cancer, whereas aspirin use (OR 0.67, 95% CI 0.50-0.89; P = 0.006) showed protective effects.
This study mapped putative associations of risk factors for lung cancer, revealing the causal hazard effect of smoking, blood copper, and the protective effect of aspirin use in the development of lung cancer.
This study is registered with PROSPERO (CRD42020159082).
本研究对已发表的包含孟德尔随机化研究的荟萃分析进行了全面评估,以绘制不同的危险因素图谱,并评估肺癌的因果关系。
基于 PubMed、Embase、Web of Science 和 Cochrane Library 检索了观察性和干预性研究的系统评价和荟萃分析。使用来自 10 个全基因组关联研究(GWAS)联盟和 MR-Base 平台中的其他 GWAS 数据库的汇总统计数据,进行孟德尔随机化分析,以验证这些不同暴露因素与肺癌之间的因果关联。
在荟萃分析综述中,从 93 篇文章中确定了 105 个与肺癌相关的危险因素。结果发现,有 72 个危险因素与肺癌具有名义显著性(P<0.05)关联。基于 551 个 SNP 和 4944052 个人,对 36 个暴露因素进行了孟德尔随机化分析,发现有 3 个暴露因素与荟萃分析结果一致,对肺癌具有一致的风险/保护作用。在孟德尔随机化分析中,吸烟(OR 1.44,95%CI 1.18-1.75;P=0.001)和血铜(OR 1.14,95%CI 1.01-1.29;P=0.039)与肺癌风险增加显著相关,而阿司匹林的使用(OR 0.67,95%CI 0.50-0.89;P=0.006)则显示出保护作用。
本研究绘制了肺癌危险因素的潜在关联图谱,揭示了吸烟、血铜的因果危害效应以及阿司匹林使用在肺癌发生发展中的保护作用。
本研究已在 PROSPERO(CRD42020159082)注册。