Exploring Immunogenetic Mechanisms in Parkinson's Disease Using Single-Cell Transcriptomics and Mendelian Randomization.

IF 2.6 4区 医学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY
Dongyuan Xu, Yu Lei, Ji Wu, Keyu Chen, Songshan Chai, Nanxiang Xiong
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引用次数: 0

Abstract

Introduction: Parkinson's disease (PD) is a prevalent neurodegenerative disorder characterized by the progressive loss of dopaminergic neuron. Although the role of immunity in PD has been increasingly recognized, the immunogenetic mechanisms underpinning its progression remain largely unresolved.

Methods: We employed an integrative approach combining Mendelian randomization (MR), expression quantitative trait loci analysis, and single-cell RNA sequencing to investigate immune cell infiltration and transcriptional regulation in PD. Immune cell composition, pathway activation, and gene regulatory networks were assessed through single-cell gene set enrichment analysis and transcriptional correlation analyses.

Results: Immune profiling revealed significant increases in naive B cells (1.22-fold), plasma cells (3.00-fold), switched memory B cells (2.85-fold), and unswitched memory B cells (6.70- fold) in PD patients compared to controls (p < 0.001). MR analysis identified five causal genes- CYTH4, FGR, LRRK2, RIN3, and SAT1- associated with monocyte, neutrophil, and B cell infiltration. SAT1 (OR: 1.529; 95% CI: 1.018-2.297) and RIN3 (OR: 1.222; 95% CI: 1.039- 1.437) showed strong associations with PD risk (p < 0.01). SAT1 positively correlated with PARK7 and regulated reactive oxygen species signaling, while FGR negatively correlated with ABCA4, influencing lipid metabolism and immune responses.

Discussion: These findings highlight distinct immunogenetic mechanisms driving PD progression. The SAT1-PARK7 axis appears to modulate oxidative stress and neuroinflammation, whereas the FGR-ABCA4 interaction may affect metabolic and immune pathways. While the study is limited by population heterogeneity and the challenges of inferring causality, it provides mechanistic insights into immune contributions to PD.

Conclusion: Our integrative genomic analysis identified novel regulatory networks involving immune-related genes in PD, offering potential targets for mechanistic understanding and therapeutic development.

利用单细胞转录组学和孟德尔随机化研究帕金森病的免疫遗传机制。
帕金森氏病(PD)是一种常见的神经退行性疾病,其特征是多巴胺能神经元的进行性丧失。尽管免疫在帕金森病中的作用已被越来越多地认识到,但支持其进展的免疫遗传机制在很大程度上仍未得到解决。方法:采用孟德尔随机化(MR)、表达数量性状位点分析和单细胞RNA测序相结合的综合方法,研究PD中免疫细胞的浸润和转录调控。通过单细胞基因集富集分析和转录相关性分析评估免疫细胞组成、途径激活和基因调控网络。结果:与对照组相比,免疫分析显示PD患者的初始B细胞(1.22倍)、浆细胞(3.00倍)、转换记忆B细胞(2.85倍)和未转换记忆B细胞(6.70倍)显著增加(p < 0.001)。磁共振分析鉴定出5个致病基因——CYTH4、FGR、LRRK2、RIN3和SAT1——与单核细胞、中性粒细胞和B细胞浸润相关。Sat1 (or: 1.529;95% CI: 1.018-2.297)和RIN3 (OR: 1.222;95% CI: 1.039 ~ 1.437)与PD风险有很强的相关性(p < 0.01)。SAT1与PARK7正相关,调控活性氧信号,而FGR与ABCA4负相关,影响脂质代谢和免疫应答。讨论:这些发现强调了驱动PD进展的独特免疫遗传学机制。SAT1-PARK7轴似乎调节氧化应激和神经炎症,而FGR-ABCA4相互作用可能影响代谢和免疫途径。虽然该研究受到人群异质性和推断因果关系的挑战的限制,但它为免疫对PD的贡献提供了机制见解。结论:我们的整合基因组分析发现了PD中涉及免疫相关基因的新的调控网络,为机制理解和治疗开发提供了潜在的靶点。
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来源期刊
Current pharmaceutical biotechnology
Current pharmaceutical biotechnology 医学-生化与分子生物学
CiteScore
5.60
自引率
3.60%
发文量
203
审稿时长
6 months
期刊介绍: Current Pharmaceutical Biotechnology aims to cover all the latest and outstanding developments in Pharmaceutical Biotechnology. Each issue of the journal includes timely in-depth reviews, original research articles and letters written by leaders in the field, covering a range of current topics in scientific areas of Pharmaceutical Biotechnology. Invited and unsolicited review articles are welcome. The journal encourages contributions describing research at the interface of drug discovery and pharmacological applications, involving in vitro investigations and pre-clinical or clinical studies. Scientific areas within the scope of the journal include pharmaceutical chemistry, biochemistry and genetics, molecular and cellular biology, and polymer and materials sciences as they relate to pharmaceutical science and biotechnology. In addition, the journal also considers comprehensive studies and research advances pertaining food chemistry with pharmaceutical implication. Areas of interest include: DNA/protein engineering and processing Synthetic biotechnology Omics (genomics, proteomics, metabolomics and systems biology) Therapeutic biotechnology (gene therapy, peptide inhibitors, enzymes) Drug delivery and targeting Nanobiotechnology Molecular pharmaceutics and molecular pharmacology Analytical biotechnology (biosensing, advanced technology for detection of bioanalytes) Pharmacokinetics and pharmacodynamics Applied Microbiology Bioinformatics (computational biopharmaceutics and modeling) Environmental biotechnology Regenerative medicine (stem cells, tissue engineering and biomaterials) Translational immunology (cell therapies, antibody engineering, xenotransplantation) Industrial bioprocesses for drug production and development Biosafety Biotech ethics Special Issues devoted to crucial topics, providing the latest comprehensive information on cutting-edge areas of research and technological advances, are welcome. Current Pharmaceutical Biotechnology is an essential journal for academic, clinical, government and pharmaceutical scientists who wish to be kept informed and up-to-date with the latest and most important developments.
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