The causal relationship between serum metabolites and the risk of psoriasis: a Mendelian randomization and meta-analysis study

被引:2
|
作者
Yang, Yujie [1 ]
Zheng, Xuwei [1 ]
Lv, Haiying [1 ]
Tang, Bin [1 ,2 ,3 ,4 ,5 ]
Zhong, Yiyuan [1 ]
Luo, Qianqian [1 ]
Bi, Yang [1 ]
Yang, Kexin [1 ]
Zhong, Haixin [1 ]
Chen, Haiming [1 ,2 ,3 ,4 ,5 ]
Lu, Chuanjian [1 ,2 ,3 ,4 ,5 ]
机构
[1] Guangzhou Univ Chinese Med, Clin Coll 2, Guangzhou, Peoples R China
[2] Guangzhou Univ Chinese Med, Guangdong Prov Hosp Chinese Med, State Key Lab Dampness Syndrome Chinese Med, Affiliated Hosp 2, Guangzhou, Peoples R China
[3] Guangdong Prov Key Lab Clin Res Tradit Chinese Med, Guangzhou, Peoples R China
[4] Guangdong Prov Clin Med Res Ctr Chinese Med Dermat, Guangzhou, Peoples R China
[5] Guangzhou Univ Chinese Med, Guangdong Hong Kong Macau Joint Lab Chinese Med &, Guangzhou, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2024年 / 15卷
基金
中国国家自然科学基金;
关键词
psoriasis; Mendelian randomization; metabolites; causal effect; implication; POLYUNSATURATED FATTY-ACIDS; ULTRA-PROCESSED FOOD; PHOSPHATIDYLCHOLINE; 16/0/16/1; ARACHIDONIC-ACID; OXIDATIVE STRESS; MOUSE MODEL; DISEASE; CANCER; PLASMA; INFLAMMATION;
D O I
10.3389/fimmu.2024.1343301
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Objective To explore the influence of serum metabolites on the risk of psoriasis.Methods 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.Results 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.Conclusion Circulating metabolites may have a potential causal relationship with psoriasis risk, and targeting specific metabolites may benefit psoriasis diagnosis, disease assessment, and treatment.
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页数:13
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