Integrated Analysis of Single-Cell and Transcriptome Data Reveals the Role and Regulatory Mechanisms of Neuroinflammation in Parkinson's Disease.

IF 4.5 2区 医学 Q2 CELL BIOLOGY
Yao Geng, Rui-Yu Wang, Man-Yu Dong, Yi-Lun Qian, Xi-Hui Wang, Wen-Wen Xia, Ying Shen, Ke-Zhong Zhang
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引用次数: 0

Abstract

There is increasing interest in developing therapeutic interventions aimed at preventing neuroinflammation in Parkinson's disease (PD). However, the specific characteristics of inflammation across different cell types and the underlying mechanisms of PD-related inflammation remain inadequately understood. In this study, we conducted an analysis of single-cell RNA sequencing (scRNA-seq) and microarray data derived from human PD midbrain tissue, specifically focusing on the substantia nigra compacta (SNc). These datasets were sourced from the (GEO) database. We utilized GSVA, GSEA, as well as KEGG and GO analyses to explore transcriptional variations associated with PD. Furthermore, trajectory and SCENIC analyses were conducted to uncover the mechanisms underlying PD progression. Subsequent animal and cellular experiments validated the role of the regulon in regulating neuroinflammation. Results: Our analysis revealed that microglia displayed the highest levels of inflammatory activity, characterized by an increased abundance of microglia in the proinflammatory activated state within the midbrain and SNc of PD patients. This finding was further validated in a PD mouse model induced by 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP). The transcription factor STAT3 demonstrated significant upregulation and was implicated in promoting the inflammatory response and activating microglia within the PD context. In the 1-methyl-4-phenylpyridine (MPP +)-induced BV2 cell model, inhibition of STAT3 led to reduced levels of inflammation, hindered STAT3 phosphorylation, and decreased the production of inflammatory factors. Furthermore, the downregulation of P-STAT3 alleviated the harmful effects on SH-SY5Y cells that were cocultured in the conditioned medium. Conclusions: Our study underscored the pivotal role of the transcription factor STAT3 as a central regulator of proinflammatory activation in microglia within PD. These findings offer fresh insights into PD pathogenesis and suggest potential avenues for the development of novel therapeutic strategies.

单细胞和转录组数据的综合分析揭示了神经炎症在帕金森病中的作用和调节机制。
人们对开发旨在预防帕金森病(PD)神经炎症的治疗干预措施越来越感兴趣。然而,不同细胞类型的炎症的具体特征和pd相关炎症的潜在机制仍然没有得到充分的了解。在这项研究中,我们对来自人类PD中脑组织的单细胞RNA测序(scRNA-seq)和微阵列数据进行了分析,特别关注黑质致密(SNc)。这些数据集来自(GEO)数据库。我们利用GSVA、GSEA、KEGG和GO分析来探索与PD相关的转录变异。此外,进行了轨迹分析和SCENIC分析,以揭示PD进展的机制。随后的动物和细胞实验证实了该调节因子在调节神经炎症中的作用。结果:我们的分析显示,PD患者中脑和SNc中处于促炎激活状态的小胶质细胞的丰度增加,显示出最高水平的炎症活性。这一发现在1-甲基-4-苯基-1,2,3,6-四氢吡啶(MPTP)诱导的PD小鼠模型中得到进一步验证。转录因子STAT3表现出显著的上调,并与PD背景下促进炎症反应和激活小胶质细胞有关。在1-甲基-4-苯基吡啶(MPP +)诱导的BV2细胞模型中,抑制STAT3导致炎症水平降低,STAT3磷酸化受阻,炎症因子的产生减少。此外,P-STAT3的下调减轻了在条件培养基中共培养的SH-SY5Y细胞的有害影响。结论:我们的研究强调了转录因子STAT3作为PD患者小胶质细胞促炎激活的中心调节因子的关键作用。这些发现为帕金森病的发病机制提供了新的见解,并为开发新的治疗策略提供了潜在的途径。
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
Inflammation
Inflammation 医学-免疫学
CiteScore
9.70
自引率
0.00%
发文量
168
审稿时长
3.0 months
期刊介绍: Inflammation publishes the latest international advances in experimental and clinical research on the physiology, biochemistry, cell biology, and pharmacology of inflammation. Contributions include full-length scientific reports, short definitive articles, and papers from meetings and symposia proceedings. The journal''s coverage includes acute and chronic inflammation; mediators of inflammation; mechanisms of tissue injury and cytotoxicity; pharmacology of inflammation; and clinical studies of inflammation and its modification.
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