Identification of Plasma Metabolites and Dipeptides as Diagnostic Biomarkers for Psoriasis Vulgaris through Liquid Chromatography-High Resolution Mass Spectrometry-Based Metabolomics

银屑病 代谢组学 生物标志物 代谢物 医学 接收机工作特性 诊断生物标志物 曲线下面积 疾病 内科学 计算生物学 生物信息学 化学 免疫学 生物 癌症 生物化学
作者
Pengwei Zhang,Ying Dong,Heng Wang,Hao Deng,Jie Guo,Pei-Feng Ke,Shuyan Ye,Runyue Huang,Xianzhang Huang,Chuanjian Lu
出处
期刊:Journal of Proteome Research [American Chemical Society]
卷期号:24 (1): 46-54
标识
DOI:10.1021/acs.jproteome.4c00173
摘要

Psoriasis, an immune-mediated chronic inflammatory skin disease, is primarily diagnosed through clinical assessment. Currently, specific markers for the accurate diagnosis and prediction of psoriatic disease are lacking. Here, we employed a three-step designed study to perform untargeted metabolomics, with the aim of identifying candidate biomarkers for psoriasis. Through comprehensive multivariate and univariate statistical analyses, we screened eight potential biomarkers specific to psoriasis, with five structurally identified. Two dipeptide biomarkers, γ-GluSer and ThrGly, along with a lysine glycation metabolite, Nα-fructosyl-lysine (Fruc-Lys), were found to be psoriasis biomarkers for the first time. Receiver operating characteristic curve analysis revealed that the area under the curve (AUC) values of these eight metabolites/features ranged from 0.68 to 0.94. A biomarker panel comprising ThrGly and feature m/z 120.0656 (C4H9NO3) demonstrated high diagnostic accuracy (AUC = 0.97) in distinguishing psoriasis patients from healthy controls. Overall, our study identified and validated a panel of plasma metabolites/features that could serve as potential biomarkers for the diagnosis of psoriasis, providing new insights into the diagnosis and pathogenesis of this disease.
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