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血浆脂质组、循环炎症蛋白与帕金森病:一项孟德尔随机化研究

Plasma lipidome, circulating inflammatory proteins, and Parkinson's disease: a Mendelian randomization study.

作者信息

Qin Yidan, Wang Lin, Song Jia, Quan Wei, Xu Jing, Chen Jiajun

机构信息

Department of Neurology, China-Japan Union Hospital of Jilin University, Changchun, Jilin, China.

出版信息

Front Aging Neurosci. 2024 Sep 11;16:1424056. doi: 10.3389/fnagi.2024.1424056. eCollection 2024.

Abstract

BACKGROUND

Observational studies have suggested that plasma lipidome play a pivotal role in the occurrence of Parkinson's disease (PD). However, it remains unknown which lipids among plasma lipidome affect PD and how they exert their influence. Clarity is lacking regarding the causal relationship between plasma lipidome and PD, as well as whether circulating inflammatory proteins serve as mediators.

METHODS

Single nucleotide polymorphisms (SNPs) significantly associated with 179 plasma lipidome were selected as instrumental variables to assess their causal impact on PD. PD data, serving as the outcome, were sourced from the International Parkinson's Disease Genomics Consortium, which boasts the largest sample size to date. The inverse variance weighted (IVW), Weighted median method, MR-Egger method, Simple mode method, Weighted mode method and MR-PRESSO were employed to evaluate the influence of the 179 plasma lipidome on PD. Heterogeneity, pleiotropy tests, and reverse causality analyses were conducted accordingly. Additionally, we analyzed the causal relationship between 91 circulating inflammatory proteins and PD, exploring whether these proteins serve as mediators in the pathway from plasma lipidome to PD.

RESULTS

Among the 179 plasma lipidome, three were found to be associated with a reduced risk of PD: Phosphatidylcholine (14:0_18:2) (IVW, OR = 0.877; 95%CI, 0.787-0.978; = 0.018), Phosphatidylcholine (16:0_16:1) levels (IVW, OR = 0.835; 95%CI, 0.717-0.973; = 0.021), and Phosphatidylcholine (O-17:0_17:1) levels (IVW, OR = 0.854; 95%CI, 0.779-0.936; = 0.001). Meanwhile, Sphingomyelin (d38:1) was linked to an increased risk of PD (IVW, OR = 1.095; 95%CI, 1.027-1.166; = 0.005). Among the 91 circulating inflammatory proteins, three were associated with a lower PD risk: Fibroblast growth factor 21 levels (IVW, OR = 0.817; 95%CI, 0.674-0.990; = 0.039), Transforming growth factor-alpha levels (IVW, OR = 0.825; 95%CI, 0.683-0.998; = 0.048), and Tumor necrosis factor receptor superfamily member 9 levels (IVW, OR = 0.846; 95%CI, 0.744-0.963; = 0.011). Two were associated with a higher risk of PD: Interleukin-17A levels (IVW, OR = 1.285; 95%CI, 1.051-1.571; = 0.014) and TNF-beta levels (IVW, OR = 1.088; 95%CI, 1.010-1.171; = 0.026). Additionally, a positive correlation was observed between Phosphatidylcholine (14:0_18:2) levels and Fibroblast growth factor 21 levels (IVW, OR = 1.125; 95%CI, 1.006-1.257; = 0.038), suggesting that Fibroblast growth factor 21 levels may serve as a mediating factor in the pathway between Phosphatidylcholine (14.0_18.2) levels and PD. The mediation effect was estimated to be -0.024, accounting for approximately 18% of the total effect.

CONCLUSION

Both plasma lipidome and circulating inflammatory proteins demonstrate a causal relationship with PD. Additionally, circulating inflammatory proteins may serve as mediators in the pathway from plasma lipidome to PD. These findings may contribute to the prediction and diagnosis of PD and potentially pave the way for targeted therapies in the future.

摘要

背景

观察性研究表明,血浆脂质组在帕金森病(PD)的发生中起关键作用。然而,血浆脂质组中的哪些脂质会影响PD以及它们如何发挥作用仍不清楚。血浆脂质组与PD之间的因果关系以及循环炎症蛋白是否作为中介物尚不清楚。

方法

选择与179种血浆脂质组显著相关的单核苷酸多态性(SNP)作为工具变量,以评估它们对PD的因果影响。作为结果的PD数据来自国际帕金森病基因组学联盟,该联盟拥有迄今为止最大的样本量。采用逆方差加权(IVW)、加权中位数法、MR-Egger法、简单模式法、加权模式法和MR-PRESSO评估179种血浆脂质组对PD的影响。相应地进行了异质性、多效性检验和反向因果分析。此外,我们分析了91种循环炎症蛋白与PD之间的因果关系,探讨这些蛋白是否在从血浆脂质组到PD的途径中作为中介物。

结果

在179种血浆脂质组中,发现三种与PD风险降低相关:磷脂酰胆碱(14:0_18:2)(IVW,OR = 0.877;95%CI,0.787 - 0.978;P = 0.018)、磷脂酰胆碱(16:0_16:1)水平(IVW,OR = 0.835;95%CI,0.717 - 0.973;P = 0.021)和磷脂酰胆碱(O - 17:0_17:1)水平(IVW,OR = 0.854;95%CI,0.779 - 0.936;P = 0.001)。同时,鞘磷脂(d38:1)与PD风险增加相关(IVW,OR = 1.095;95%CI,1.027 - 1.166;P = 0.005)。在91种循环炎症蛋白中,三种与较低的PD风险相关:成纤维细胞生长因子21水平(IVW,OR = 0.817;95%CI,0.674 - 0.990;P = 0.039)、转化生长因子-α水平(IVW,OR = 0.825;95%CI,0.683 - 0.998;P = 0.048)和肿瘤坏死因子受体超家族成员9水平(IVW,OR = 0.846;95%CI,0.744 - 0.963;P = 0.011)。两种与较高的PD风险相关:白细胞介素-17A水平(IVW,OR = 1.285;95%CI,1.051 - 1.571;P = 0.014)和肿瘤坏死因子-β水平(IVW,OR = 1.088;95%CI,1.010 - 1.171;P = 0.026)。此外,观察到磷脂酰胆碱(14:0_18:2)水平与成纤维细胞生长因子21水平之间呈正相关(IVW,OR = 1.125;95%CI,1.006 - 1.257;P = 0.038),表明成纤维细胞生长因子21水平可能在磷脂酰胆碱(14.0_18.2)水平与PD之间的途径中作为中介因子。中介效应估计为-0.024,约占总效应的18%。

结论

血浆脂质组和循环炎症蛋白均与PD存在因果关系。此外,循环炎症蛋白可能在从血浆脂质组到PD的途径中作为中介物。这些发现可能有助于PD的预测和诊断,并可能为未来的靶向治疗铺平道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d30/11433008/cb04eec7f60c/fnagi-16-1424056-g001.jpg

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