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179种脂质与甲状旁腺功能亢进之间的因果关系验证:一项包含中介因素的双向孟德尔随机化联合荟萃分析

Causal validation between 179 lipids and hyperparathyroidism: A bidirectional Mendelian randomization combined meta-analysis with mediation factors.

作者信息

Zhu Chongyang, Xu Wanxian, Yang Jingze

机构信息

Eastern Michigan Joint College of Engineering, Beibu Gulf University, Guangxi, China.

Department of Breast and Thyroid Surgery, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, Kunming, Yunnan Province, China.

出版信息

Medicine (Baltimore). 2025 Jun 6;104(23):e42580. doi: 10.1097/MD.0000000000042580.

Abstract

Hyperparathyroidism, an endocrine disorder linked to hypercalcemia, increases with age, particularly in those over 60. Abnormal lipid metabolism may be closely related to its occurrence and progression. The study used Mendelian randomization (MR) analysis on 179 lipid traits against hyperparathyroidism in the Finngen and UK Biobank (UKB) databases. Meta-analysis of inverse variance weighted results followed, with significance P-values corrected for multiple comparisons. Causal validation was performed between positive lipids and renal failure, and MR analysis examined the link between renal failure and hyperparathyroidism. Reverse causal validation was also conducted between lipids and hyperparathyroidism, positive lipids and renal failure, and renal failure and hyperparathyroidism. The study conducted causal validation between 179 lipid traits and hyperparathyroidism, also exploring intermediary factors. Ultimately, MR analysis was performed on triacylglycerol (52:3) levels with hyperparathyroidism in both Finngen and UKB databases, followed by meta-analysis and multiple corrections. The results showed an odds ratio (OR) of 1.147 (95% confidence interval [CI]: 1.065-1.235, P = .040). The MR results for triacylglycerol (52:3) levels and renal failure indicated an OR of 1.054 (95% CI: 1.004-1.106, P = .032). For the intermediary factor renal failure, MR analysis with hyperparathyroidism in both Finngen and UKB databases followed by meta-analysis showed an OR of 1.336 (95% CI: 1.193-1.495, P = 4.78 × 10-7). Notably, no significant associations were found in the reverse validation of each analysis process. Furthermore, the mediation effect was β12 = 0.0153, and the direct effect was β3 = 0.1207 (0.1183, 0.1230). The mediation effect accounted for 11.25%, while the direct effect accounted for 88.75% of the total effect, Z = 12.5, indicating that the direct effect predominantly influences the overall impact. The research shows that triacylglycerol (52:3) levels can directly increase the risk of hyperparathyroidism. It also raises the risk indirectly by increasing the likelihood of renal failure, an intermediary factor. About one-tenth of the lipid's effect on hyperparathyroidism is mediated through renal failure, while the direct effect constitutes roughly nine-tenths of the total effect.

摘要

甲状旁腺功能亢进是一种与高钙血症相关的内分泌疾病,其发病率随年龄增长而增加,在60岁以上人群中尤为明显。异常的脂质代谢可能与其发生和进展密切相关。该研究在芬兰基因数据库(Finngen)和英国生物银行(UKB)数据库中,针对179种脂质性状与甲状旁腺功能亢进进行了孟德尔随机化(MR)分析。随后对逆方差加权结果进行了荟萃分析,并对多重比较的显著性P值进行了校正。对正向脂质与肾衰竭之间进行了因果验证,MR分析则考察了肾衰竭与甲状旁腺功能亢进之间的联系。还对脂质与甲状旁腺功能亢进、正向脂质与肾衰竭以及肾衰竭与甲状旁腺功能亢进之间进行了反向因果验证。该研究对179种脂质性状与甲状旁腺功能亢进之间进行了因果验证,同时也探索了中介因素。最终,在Finngen和UKB数据库中,针对甘油三酯(52:3)水平与甲状旁腺功能亢进进行了MR分析,随后进行了荟萃分析和多重校正。结果显示优势比(OR)为1.147(95%置信区间[CI]:1.065 - 1.235,P = 0.040)。甘油三酯(52:3)水平与肾衰竭的MR结果显示OR为1.054(95% CI:1.004 - 1.106,P = 0.032)。对于中介因素肾衰竭,在Finngen和UKB数据库中对其与甲状旁腺功能亢进进行MR分析,随后进行荟萃分析,结果显示OR为1.336(95% CI:1.193 - 1.495,P = 4.78×10 - 7)。值得注意的是,在每个分析过程的反向验证中均未发现显著关联。此外,中介效应为β12 = 0.0153,直接效应为β3 = 0.1207(0.1183,0.1230)。中介效应占总效应的11.25%,而直接效应占总效应的88.75%,Z = 12.5,表明直接效应主要影响总体影响。该研究表明,甘油三酯(52:3)水平可直接增加甲状旁腺功能亢进的风险。它还通过增加中介因素肾衰竭的可能性间接提高风险。脂质对甲状旁腺功能亢进的影响约十分之一是通过肾衰竭介导的,而直接效应约占总效应的十分之九。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/17db/12150918/c9a015ca362b/medi-104-e42580-g001.jpg

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