The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
State Key Laboratory of Dampness Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), Guangzhou, China.
Front Immunol. 2024 Mar 11;15:1343301. doi: 10.3389/fimmu.2024.1343301. eCollection 2024.
To explore the influence of serum metabolites on the risk of psoriasis.
In the initial stage, we applied Mendelian randomization to evaluate the association between 1,400 serum metabolites and the risk of psoriasis. Causal effects were primarily assessed through the Inverse-Variance Weighted method and Wald Ratio's odds ratios, and 95% confidence intervals. False Discovery Rate was used for multiple comparison corrections. Sensitivity analyses were conducted using Cochran's Q Test, MR-PRESSO. MR-Steiger Test was employed to check for reverse causality. In the validation stage, we sought other sources of psoriasis GWAS data to verify the initial results and used meta-analysis to combine the effect sizes to obtain robust causal relationships. In addition, we also conducted metabolic pathway enrichment analysis on known metabolites that have a causal relationship with the risk of psoriasis in both stages.
In the initial stage, we identified 112 metabolites causally associated with psoriasis, including 32 metabolite ratios and 80 metabolites (69 known and 11 unknown). In the validation stage, 24 metabolites (16 known, 1 unknown, and 7 metabolite ratios) were confirmed to have a causal relationship with psoriasis onset. Meta-analysis results showed that the overall effect of combined metabolites was consistent with the main analysis in direction and robust in the causal relationship with psoriasis onset. Of the 16 known metabolites, most were attributed to lipid metabolism, with 5 as risk factors and 8 as protective factors for psoriasis. Peptidic metabolite Gamma-glutamylvaline levels had a negative causal relationship with psoriasis, while exogenous metabolite Catechol sulfate levels and amino acid 3-methylglutaconate levels had a positive causal relationship with the disease onset. The metabolites associated with psoriasis risk in the two stages are mainly enriched in the following metabolic pathways: Glutathione metabolism, Alpha Linolenic Acid and Linoleic Acid Metabolism, Biosynthesis of unsaturated fatty acids, Arachidonic acid metabolism, Glycerophospholipid metabolism.
Circulating metabolites may have a potential causal relationship with psoriasis risk, and targeting specific metabolites may benefit psoriasis diagnosis, disease assessment, and treatment.
探讨血清代谢物对银屑病发病风险的影响。
在初始阶段,我们应用孟德尔随机化评估 1400 种血清代谢物与银屑病发病风险之间的关联。主要通过逆方差加权法和 Wald 比值的优势比及其 95%置信区间评估因果效应。采用虚假发现率进行多重比较校正。采用 Cochran's Q 检验、MR-PRESSO 进行敏感性分析,采用 MR-Steiger 检验检验反向因果关系。在验证阶段,我们寻找其他来源的银屑病 GWAS 数据来验证初始结果,并采用荟萃分析合并效应大小以获得稳健的因果关系。此外,我们还对两个阶段中与银屑病发病风险具有因果关系的已知代谢物进行代谢途径富集分析。
在初始阶段,我们确定了 112 种代谢物与银屑病发病风险具有因果关系,包括 32 种代谢物比值和 80 种代谢物(69 种已知和 11 种未知)。在验证阶段,有 24 种代谢物(16 种已知、1 种未知和 7 种代谢物比值)被证实与银屑病发病具有因果关系。荟萃分析结果表明,组合代谢物的整体效应在方向上与主要分析一致,且在与银屑病发病的因果关系上具有稳健性。在 16 种已知代谢物中,大多数与脂代谢有关,其中 5 种是银屑病的危险因素,8 种是保护因素。肽代谢物 Gamma-谷氨酰缬氨酸水平与银屑病呈负相关,而外源性代谢物儿茶酚硫酸盐水平和氨基酸 3-甲基戊烯二酸水平与疾病发病呈正相关。在两个阶段与银屑病风险相关的代谢物主要富集在以下代谢途径中:谷胱甘肽代谢、α-亚麻酸和亚油酸代谢、不饱和脂肪酸的生物合成、花生四烯酸代谢、甘油磷脂代谢。
循环代谢物可能与银屑病发病风险具有潜在的因果关系,针对特定代谢物可能有益于银屑病的诊断、疾病评估和治疗。