Peripheral HMGB1 Downregulation Is Associated With the S100-IL-17 Axis in Parkinson's Disease: An Integrated Bulk and Single-Cell Transcriptomic Analysis.

IF 2.2 4区 医学 Q3 CLINICAL NEUROLOGY
Parkinson's Disease Pub Date : 2026-09-30 eCollection Date: 2026-01-01 DOI:10.1155/padi/2128634
Shuning Wang, Hang Shi, Xiangjun Meng, Hui Zhu
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引用次数: 0

Abstract

Background: Accumulating evidence implicates peripheral immune dysregulation in the pathogenesis of Parkinson's disease (PD). High-mobility group box 1 (HMGB1), a key alarmin released during mitochondrial stress, has been reported to be upregulated in the peripheral blood of PD patients, yet its precise role remains unclear.

Methods: We performed an integrated analysis of multiple transcriptomic datasets from peripheral blood mononuclear cells (PBMCs) of PD patients. Using a combination of methods including machine learning, cell-cell communication analysis, in silico gene perturbation, and pathway enrichment analysis, we systematically investigated the expression and regulation of HMGB1 in peripheral immune cells in PD.

Results: We found that HMGB1 mRNA expression was significantly downregulated in PBMCs from PD patients. A machine learning model identified HMGB1 as a potential predictive signature (AUC = 0.685). Single-cell transcriptomic analysis revealed immune cell heterogeneity and identified CD8+ T and CD4+ T cells as central hubs in the cellular communication network. In silico perturbation analysis suggested that HMGB1 may be associated with the expression of S100A8 and S100A9, which are enriched in the IL-17 signaling pathway. Drug enrichment analysis identified potential therapeutic agents, including TPEN, hydrocotarnine, and phorbol 12-myristate 13-acetate.

Conclusion: Our analysis revealed a distinct downregulation of HMGB1 within the peripheral immune compartment of PD, a change that was decoupled from the overall proinflammatory state. Observing the concomitant upregulation of the S100 gene family and activation of the IL-17 pathway, we propose a putative pathogenic axis based on computational findings: HMGB1 downregulation is linked to S100 gene family upregulation and IL-17 pathway activation.

外周HMGB1下调与帕金森病的S100-IL-17轴相关:整体和单细胞转录组学分析
背景:越来越多的证据表明外周免疫失调与帕金森病(PD)的发病机制有关。据报道,高迁移率组框1 (HMGB1)是线粒体应激过程中释放的关键报警蛋白,在PD患者外周血中表达上调,但其确切作用尚不清楚。方法:我们对PD患者外周血单个核细胞(PBMCs)的多个转录组数据集进行了综合分析。我们采用机器学习、细胞间通讯分析、硅基因扰动和途径富集分析等方法,系统地研究了HMGB1在PD患者外周免疫细胞中的表达和调控。结果:我们发现PD患者外周血中HMGB1 mRNA的表达明显下调。机器学习模型将HMGB1识别为潜在的预测特征(AUC = 0.685)。单细胞转录组学分析揭示了免疫细胞的异质性,并确定CD8+ T和CD4+ T细胞是细胞通信网络的中心枢纽。微扰分析表明,HMGB1可能与IL-17信号通路中富集的S100A8和S100A9的表达有关。药物富集分析确定了潜在的治疗药物,包括TPEN、氢蛇碱和佛波12-肉豆蔻酸13-醋酸酯。结论:我们的分析揭示了PD外周免疫室HMGB1的明显下调,这一变化与整体促炎状态无关。观察到S100基因家族的上调和IL-17通路的激活,我们基于计算结果提出了一个假定的致病轴:HMGB1下调与S100基因家族的上调和IL-17通路的激活有关。
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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来源期刊
Parkinson's Disease
Parkinson's Disease CLINICAL NEUROLOGY-
CiteScore
5.80
自引率
3.10%
发文量
0
审稿时长
18 weeks
期刊介绍: Parkinson’s Disease is a peer-reviewed, Open Access journal that publishes original research articles, review articles, and clinical studies related to the epidemiology, etiology, pathogenesis, genetics, cellular, molecular and neurophysiology, as well as the diagnosis and treatment of Parkinson’s disease.
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