Investigation of the mechanism of Xiaoyin Jiedu Yin in the treatment of psoriasis based on bioinformatics, machine learning.

IF 4.2 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY
Frontiers in Chemistry Pub Date : 2025-07-15 eCollection Date: 2025-01-01 DOI:10.3389/fchem.2025.1623449
Ru-Nan Fang, Yang Zhou, Yang Shen, Yuan Sun, Jian-Hong Li
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引用次数: 0

Abstract

Introduction: Psoriasis is a chronic immune-mediated inflammatory skin disease. Xiaoyin Jiedu Decoction (XYJDY) is a traditional Chinese medicinal formula that has demonstrated significant clinical efficacy in alleviating psoriatic symptoms; however, its underlying pharmacological mechanisms remain unclear.

Methods: We employed network pharmacology, machine learning-based target screening, and functional enrichment to identify key targets and pathways. Single-cell RNA sequencing (scRNA-seq) and spatial transcriptomics (ST) were used to validate gene expression. An IL-17A-induced HaCaT cell model was established for in vitro validation.

Results: AKR1B10 was identified as the core therapeutic target of XYJDY in psoriasis. It was markedly upregulated in psoriatic skin lesions, primarily enriched in keratinocytes, and its expression demonstrated positive correlations with multiple pro-inflammatory immune cell subsets. In vitro experiments showed that XYJDY-medicated serum significantly downregulated AKR1B10 expression in IL-17A-stimulated HaCaT cells.

Conclusion: This study reveals that the multi-component formula XYJDY exerts anti-psoriatic effects through a multi-target synergistic mechanism, in which AKR1B10 is a potential core target. These findings provide a theoretical foundation for further exploration of the molecular mechanisms underlying the efficacy of XYJDY in psoriasis treatment.

基于生物信息学、机器学习的消阴解毒饮治疗银屑病的机制研究。
银屑病是一种慢性免疫介导的炎症性皮肤病。消阴解毒汤(XYJDY)是一种具有显著临床疗效的银屑病中药方剂;然而,其潜在的药理机制尚不清楚。方法:采用网络药理学、基于机器学习的靶点筛选和功能富集等方法鉴定关键靶点和通路。使用单细胞RNA测序(scRNA-seq)和空间转录组学(ST)验证基因表达。建立il - 17a诱导的HaCaT细胞模型进行体外验证。结果:AKR1B10被确定为XYJDY治疗银屑病的核心靶点。它在银屑病皮损中显著上调,主要富集于角质形成细胞,其表达与多个促炎免疫细胞亚群呈正相关。体外实验表明,xyjdy给药血清可显著下调il - 17a刺激HaCaT细胞中AKR1B10的表达。结论:本研究揭示XYJDY多组份方抗银屑病作用是通过多靶点协同作用机制实现的,其中AKR1B10是潜在的核心靶点。这些发现为进一步探索XYJDY治疗银屑病疗效的分子机制提供了理论基础。
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来源期刊
Frontiers in Chemistry
Frontiers in Chemistry Chemistry-General Chemistry
CiteScore
8.50
自引率
3.60%
发文量
1540
审稿时长
12 weeks
期刊介绍: Frontiers in Chemistry is a high visiblity and quality journal, publishing rigorously peer-reviewed research across the chemical sciences. Field Chief Editor Steve Suib at the University of Connecticut is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to academics, industry leaders and the public worldwide. Chemistry is a branch of science that is linked to all other main fields of research. The omnipresence of Chemistry is apparent in our everyday lives from the electronic devices that we all use to communicate, to foods we eat, to our health and well-being, to the different forms of energy that we use. While there are many subtopics and specialties of Chemistry, the fundamental link in all these areas is how atoms, ions, and molecules come together and come apart in what some have come to call the “dance of life”. All specialty sections of Frontiers in Chemistry are open-access with the goal of publishing outstanding research publications, review articles, commentaries, and ideas about various aspects of Chemistry. The past forms of publication often have specific subdisciplines, most commonly of analytical, inorganic, organic and physical chemistries, but these days those lines and boxes are quite blurry and the silos of those disciplines appear to be eroding. Chemistry is important to both fundamental and applied areas of research and manufacturing, and indeed the outlines of academic versus industrial research are also often artificial. Collaborative research across all specialty areas of Chemistry is highly encouraged and supported as we move forward. These are exciting times and the field of Chemistry is an important and significant contributor to our collective knowledge.
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