The First Clinical Medical School, Shandong University of Traditional Chinese Medicine, 250355, Shandong, China.
Orthopaedic Microsurgery, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, 250014, Shandong, China.
BMC Public Health. 2023 Jul 11;23(1):1327. doi: 10.1186/s12889-023-16250-1.
Plasma lipids and alcohol intake frequency have been reported to be associated with the risk of osteoarthritis (OA). However, it remains inconclusive whether plasma lipids and alcohol intake frequency play a role in the development of OA.
The study employed a comprehensive genome-wide association database to identify independent genetic loci strongly linked to plasma lipids and alcohol intake frequency, which were used as instrumental variables. The causal association between plasma lipids, alcohol intake frequency, and the risk of OA was then analyzed using two-sample Mendelian randomization methods such as inverse variance weighted (IVW), MR-Egger regression, and weighted median estimator (WME), with odds ratios (ORs) as the evaluation criteria.
A total of 392 SNPs were included as instrumental variables in this study, including 32 for total cholesterol (TC), 39 for triglycerides (TG), 170 for high-density lipoproteins (HDL), 60 for low-density lipoproteins (LDL), and 91 for alcohol intake frequency. Using the above two-sample Mendelian Randomization method to derive the causal association between exposure and outcome, with the IVW method as the primary analysis method and other MR analysis methods complementing IVW. The results of this study showed that four exposure factors were causally associated with the risk of OA. TC obtained a statistically significant result for IVW (OR = 1.207, 95% CI: 1.018-1.431, P = 0.031); TG obtained a statistically significant result for Simple mode (OR = 1.855, 95% CI: 1.107-3.109, P = 0.024); LDL obtained three statistically significant results for IVW, WME and Weighted mode (IVW: OR = 1.363, 95% CI: 1.043-1.781, P = 0.023; WME: OR = 1.583, 95% CI: 1.088-2.303, P = 0.016; Weighted mode: OR = 1.521, 95% CI: 1.062-2.178, P = 0.026). Three statistically significant results were obtained for alcohol intake frequency with IVW, WME and Weighted mode (IVW: OR = 1.326, 95% CI: 1.047-1.678, P = 0.019; WME: OR = 1.477, 95% CI: 1.059-2.061, P = 0.022; Weighted mode: OR = 1.641, 95% CI: 1.060-2.541, P = 0.029). TC, TG, LDL, and alcohol intake frequency were all considered as risk factors for OA. The Cochran Q test for the IVW and MR-Egger methods indicated intergenic heterogeneity in the SNPs contained in TG, HDL, LDL, and alcohol intake frequency, and the test for pleiotropy indicated a weak likelihood of pleiotropy in all causal analyses.
The results of two-sample Mendelian randomization analysis showed that TC, TG, LDL, and alcohol intake frequency were risk factors for OA, and the risk of OA increased with their rise.
血浆脂质和饮酒频率与骨关节炎(OA)的风险相关。然而,血浆脂质和饮酒频率是否在 OA 的发展中起作用仍不清楚。
本研究利用全基因组关联数据库,确定与血浆脂质和饮酒频率强烈相关的独立遗传位点,将其作为工具变量。然后,使用两样本孟德尔随机化方法,如逆方差加权(IVW)、MR-Egger 回归和加权中位数估计器(WME),以比值比(OR)作为评估标准,分析血浆脂质、饮酒频率与 OA 风险之间的因果关系。
本研究共纳入 392 个 SNP 作为工具变量,其中包括 32 个总胆固醇(TC)、39 个甘油三酯(TG)、170 个高密度脂蛋白(HDL)、60 个低密度脂蛋白(LDL)和 91 个饮酒频率。使用上述两样本孟德尔随机化方法推导出暴露与结局之间的因果关系,以 IVW 方法作为主要分析方法,其他 MR 分析方法补充 IVW。研究结果表明,四个暴露因素与 OA 风险存在因果关系。TC 在 IVW 中得到了统计学上显著的结果(OR=1.207,95%CI:1.018-1.431,P=0.031);TG 在简单模式中得到了统计学上显著的结果(OR=1.855,95%CI:1.107-3.109,P=0.024);LDL 在 IVW、WME 和加权模式中得到了三个统计学上显著的结果(IVW:OR=1.363,95%CI:1.043-1.781,P=0.023;WME:OR=1.583,95%CI:1.088-2.303,P=0.016;加权模式:OR=1.521,95%CI:1.062-2.178,P=0.026)。饮酒频率在 IVW、WME 和加权模式中得到了三个统计学上显著的结果(IVW:OR=1.326,95%CI:1.047-1.678,P=0.019;WME:OR=1.477,95%CI:1.059-2.061,P=0.022;加权模式:OR=1.641,95%CI:1.060-2.541,P=0.029)。TC、TG、LDL 和饮酒频率均被认为是 OA 的危险因素。IVW 和 MR-Egger 方法的 Cochran Q 检验表明,TG、HDL、LDL 和饮酒频率中包含的 SNP 存在基因间异质性,所有因果分析均表明存在弱可能性的多效性。
两样本孟德尔随机化分析结果表明,TC、TG、LDL 和饮酒频率是 OA 的危险因素,且随着其升高,OA 的风险增加。