Identification of a Novel Three-immunogene Diagnostic Signature for Alopecia Areata.

Xiuwen Chen, Wenzi Liang, Changmin Lin, Yike Lin
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Abstract

Background: Autoimmune mechanisms have important roles in the pathogenesis of alopecia areata (AA).

Objective: This study aimed to evaluate the exact biological and clinical importance of immunogenes in AA patients using bioinformatic methods.

Methods: Five AA scalp gene expression profiles were obtained from the Gene Expression Omnibus database. Differentially-expressed genes (DEGs) between AA and control groups were identified. An immune-related gene diagnostic signature (IRGDS) was established by protein-protein interaction network analysis, least absolute shrinkage and selection operator and logistic regression analysis.

Results: A total of 102 immune-related DEGs were identified. We developed an IRGDS composed of CD8A, CSF1R and CXCL10 for AA molecular pathological assessment and diagnosis (area under the receiver operating characteristic curve [AUC]=0.962). We also validated the diagnostic value of the IRGDS in an external cohort (AUC=0.955). Patients with high IRGDS scores presented with a higher abundance of immune cell infiltration and expression of genes associated with immune recruitment and immune activation, suggesting adverse biological alterations.

Conclusion: In our study, an IRGDS model with accurately diagnostic capacity for AA was established, and biological alterations were deciphered in AA. The IRGDS may be used as an auxiliary diagnostic marker for AA.

一种新的斑秃三免疫基因诊断标记的鉴定。
背景:自身免疫机制在斑秃(AA)的发病机制中起重要作用。目的:应用生物信息学方法评价免疫基因在AA患者中的确切生物学意义和临床意义。方法:从gene expression Omnibus数据库中获取5个AA头皮基因表达谱。鉴定AA组与对照组之间的差异表达基因(DEGs)。通过蛋白-蛋白相互作用网络分析、最小绝对收缩和选择算子以及logistic回归分析,建立免疫相关基因诊断特征(IRGDS)。结果:共鉴定出102个免疫相关deg。我们建立了由CD8A、CSF1R和CXCL10组成的IRGDS用于AA分子病理评估和诊断(受试者工作特征曲线下面积[AUC]=0.962)。我们还验证了IRGDS在外部队列中的诊断价值(AUC=0.955)。IRGDS评分高的患者免疫细胞浸润丰度更高,与免疫募集和免疫激活相关的基因表达也更高,提示不利的生物学改变。结论:本研究建立了具有准确诊断AA能力的IRGDS模型,揭示了AA的生物学变化。IRGDS可作为AA的辅助诊断标记。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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