Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, China.
Department of Geriatric Medicine, Center of Coronary Circulation, Xiangya Hospital, Central South University, Changsha, Hunan, China.
Front Public Health. 2023 Jul 27;11:1212301. doi: 10.3389/fpubh.2023.1212301. eCollection 2023.
The incidence of primary liver cancer is increasing year by year, with environmental factors playing a non-negligible role. At present, many studies are still disputing whether air pollution is associated with primary liver cancer incidence, and it is difficult to draw causal inferences. Therefore, in this study, we used two-sample Mendelian randomization (MR) to assess the causal relationship between air pollution (including PM2.5, PM2.5-10, PM10, nitrogen dioxide and nitrogen oxides) and primary liver cancer risk and its related biomarkers (Alpha-fetoprotein, Osteopontin, Glypican-3 and Arginase-1).
We used large-scale publicly available genome-wide association studies (GWAS) summary data to conduct MR analyses of European and East Asian populations. Inverse variance weighted (IVW) method was used as the main analysis method, and weighted median model, MR-Egger, simple model and weighted model methods were selected for quality control. Heterogeneity was checked by the Cochran's Q test. The MR-Egger regression and the MR-PRESSO global test detect pleiotropy. The sensitivity analysis was performed using the leave-one-out method.
Between air pollution and primary liver cancer in either European (PM2.5: = 0.993; PM2.5-10: = 0.833; PM10: = 0.257; nitrogen dioxide: = 0.215; nitrogen oxides: = 0.614) or East Asian (PM2.5: = 0.718; PM2.5-10: = 0.362; PM10: = 0.720; nitrogen dioxide: = 0.101; nitrogen oxides: = 0.760) populations were found no statistical association. Notably, there was a causal relationship between nitrogen oxides and Arginase-1, a biomarker associated with hepatocellular differentiation, statistically significant associations remained after deletion for single nucleotide polymorphisms (SNPs) associated with alcohol intake frequency, Body mass index (BMI) and cancers (Beta: 4.46; 95%CI: 0.83-8.08; = 0.015). There was no heterogeneity or pleiotropy in the results.
This MR study found no evidence to support a causality between air pollution and primary liver cancer in European and East Asian populations, but nitrogen oxides may affect hepatocellular differentiation.
原发性肝癌的发病率逐年上升,环境因素起着不可忽视的作用。目前,许多研究仍在争论空气污染是否与原发性肝癌的发病率有关,难以得出因果关系的推论。因此,在这项研究中,我们使用两样本孟德尔随机化(MR)来评估空气污染(包括 PM2.5、PM2.5-10、PM10、二氧化氮和氮氧化物)与原发性肝癌风险及其相关生物标志物(甲胎蛋白、骨桥蛋白、糖蛋白 3 和精氨酸酶-1)之间的因果关系。
我们使用大规模公开的全基因组关联研究(GWAS)汇总数据,对欧洲和东亚人群进行 MR 分析。采用逆方差加权(IVW)法作为主要分析方法,选择加权中位数模型、MR-Egger、简单模型和加权模型方法进行质量控制。通过 Cochran's Q 检验检查异质性。MR-Egger 回归和 MR-PRESSO 全局检验检测偏倚。使用逐一剔除法进行敏感性分析。
在欧洲人群中,空气污染与原发性肝癌之间(PM2.5:=0.993;PM2.5-10:=0.833;PM10:=0.257;二氧化氮:=0.215;氮氧化物:=0.614)或东亚人群中(PM2.5:=0.718;PM2.5-10:=0.362;PM10:=0.720;二氧化氮:=0.101;氮氧化物:=0.760),均未发现统计学关联。值得注意的是,氮氧化物与 Argase-1 之间存在因果关系,Argase-1 是一种与肝细胞分化相关的生物标志物,在剔除与饮酒频率、体重指数(BMI)和癌症相关的单核苷酸多态性(SNP)后,这种统计学关联仍然存在(Beta:4.46;95%CI:0.83-8.08;=0.015)。结果无异质性或偏倚。
本 MR 研究在欧洲和东亚人群中未发现空气污染与原发性肝癌之间存在因果关系的证据,但氮氧化物可能会影响肝细胞分化。