色谱 ›› 2023, Vol. 41 ›› Issue (12): 1073-1083.DOI: 10.3724/SP.J.1123.2022.12022

• 研究论文 • 上一篇    下一篇

基于串联质量标记的帕金森病血浆及血浆外泌体定量蛋白质组学分析

赵媛1, 刘新2, 张译丹1, 张健1, 刘向1, 杨国锋1,*()   

  1. 1.河北医科大学第二医院老年病科,河北 石家庄 050051
    2.河北医科大学第二医院神经外科,河北 石家庄 050051
  • 收稿日期:2022-12-22 出版日期:2023-12-08 发布日期:2023-12-13
  • 通讯作者: *Tel:(0311)66636247,E-mail:gf_yang71@163.com.
  • 基金资助:
    河北省科技计划项目(22377798D)

Tandem mass tag-based quantitative proteomics analysis of plasma and plasma exosomes in Parkinson’s disease

ZHAO Yuan1, LIU Xin2, ZHANG Yidan1, ZHANG Jian1, LIU Xiang1, YANG Guofeng1,*()   

  1. 1. Department of Geriatrics, Second Hospital of Hebei Medical University, Shijiazhuang 050051, China
    2. Department of Neurosurgery, Second Hospital of Hebei Medical University, Shijiazhuang 050051, China
  • Received:2022-12-22 Online:2023-12-08 Published:2023-12-13
  • Supported by:
    Science and Technology Program of Hebei Province(22377798D)

摘要:

外泌体是一类可由各种细胞在生理和病理条件下释放的细胞外囊泡,其携带了多种生物活性分子,是疾病标志物的良好载体。目前,帕金森病(Parkinson’s disease, PD)的诊断主要依靠临床表现,缺乏客观的疾病诊断标志物。因此,新型外周血特异性标志物的开发将有助于PD的早期筛查与诊疗。在本研究中,选取PD患者与正常对照人群的血浆及血浆外泌体作为研究对象,采用基于串联质量标记(tandem mass tag, TMT)的液相色谱-串联质谱(LC-MS/MS)技术对其进行定量蛋白质组学分析,在血浆和血浆外泌体样品中分别定量到724和611个蛋白质。采用基因集富集分析(gene set enrichment analysis, GSEA)对定量到的所有蛋白质进行生物学信息分析,以了解蛋白质的基因本体论(gene ontology,GO)、京都基因和基因组百科全书(Kyoto Encyclopedia of Genes and Genomes,KEGG)通路富集情况。根据细胞组分(cellular component, CC)分析,PD和正常对照组血浆样本中的差异表达蛋白质主要定位于细胞核中,血浆外泌体的差异表达蛋白质主要定位于细胞质中。与血浆差异表达蛋白质相关的分子功能(molecular function, MF)主要涉及RNA、DNA结合及补体结合等过程;而血浆外泌体差异表达蛋白质的分子功能主要表现为抗氧化作用、氧化还原酶活性调节作用等。由此可见,血浆外泌体中的差异表达蛋白质富集到的分子功能更具有疾病特异性。基于|log2差异倍数(FC)|>0.26和统计学意义(P-value, P)<0.05,在PD血浆样本中共筛选出11个差异表达蛋白质,其中5个蛋白质表达上调,6个蛋白质表达下调;在血浆外泌体样本中,共筛选出13个差异表达蛋白质,其中6个蛋白质表达上调,7个蛋白质表达下调。本研究通过分析血浆及血浆外泌体样本的蛋白质组学信息来探究PD的发病机制,并通过比较发现,外泌体样本能够获得更多的差异表达蛋白质和生物学信息,为发现新型PD生物标志物和治疗靶点提供了新思路。

关键词: 串联质量标记, 定量蛋白质组学, 帕金森病, 外泌体, 血浆标志物

Abstract:

The cardinal clinical features of Parkinson’s disease (PD), a common neurodegenerative disease, include the irreversible impairment of movement coordination, such as tremors, gait rigidity, bradykinesia, and hypokinesia. Although various factors are associated with the pathological changes in PD, such as oxidative stress, mitochondrial dysfunction, and neuroinflammation, the availability of treatments to retard PD progression is limited. Therefore, novel biomarkers for PD diagnosis and therapeutic targets are urgently needed. The diagnosis of PD mainly depends on its clinical manifestations and has an error rate of approximately 20%. Studies have shown that α-synuclein (α-syn) levels are significantly increased in the cerebrospinal fluid of patients with PD; however, the invasive nature of lumbar puncture restricts further studies on its clinical applications. Hence, the development of novel peripheral blood markers would be helpful for the early diagnosis of PD. Exosomes are extracellular vesicles (EVs) released by various cell types under physiological and pathophysiological conditions. Because exosomes carry a variety of bioactive molecules, they play a key role in biological processes such as intercellular communication and the immune response. Central nervous system (CNS)-derived exosomes can be detected in the cerebrospinal and peripheral body fluids of patients with PD, and their contents are altered during the disease process, rendering them an attractive biomarker resource. Therefore, a comprehensive and high-throughput investigation of the plasma and its exosomes may enhance our understanding of PD. In this study, we isolated exosomes from plasma using standard differential centrifugation and performed tandem mass tag (TMT)-labeled quantitative proteomic analysis of plasma and plasma exosome samples from healthy individuals and patients with PD using liquid chromatography-tandem mass spectrometry (LC-MS/MS). A total of 724 proteins were quantified in the plasma samples, and 611 proteins were screened from the exosome samples. Among these 611 proteins, 413 were found in the Exosomal Protein Database (Exocarta). Using |log2FC|>0.26 and P-value (P)<0.05 as the cutoff, five upregulated and six downregulated proteins were identified in the plasma samples of the PD group compared with the healthy group. In the plasma exosome samples, compared with the healthy group, the PD group showed six upregulated and seven downregulated proteins. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were conducted based on gene set enrichment analysis (GSEA). GO-cellular component (CC) analysis revealed that plasma-enriched proteins were mainly located in the nucleus whereas plasma exosome-enriched proteins were mainly located in the cytoplasm. According to the GO-molecular function (MF) analysis, the MFs of differentially expressed proteins in the plasma were mainly enriched in RNA, DNA binding, and complement binding. By contrast, the molecular functions of differentially expressed proteins derived from plasma exosomes were enriched in antioxidant activity, oxidoreductase activity, and peroxide acceptor activity. We then analyzed the enriched KEGG pathways of differentially expressed proteins derived from the plasma and plasma exosome samples. The enrichment pathways of differentially expressed proteins in the plasma samples included the lysosome pathway, cellular senescence, and protein processing in the endoplasmic reticulum. By contrast, the enrichment pathways of differentially expressed proteins in the plasma exosome samples included chemokine signaling and cytokine receptor interactions. Finally, we assessed the functions of some exosomal proteins in PD to elucidate their potential for PD diagnosis and treatment. Significant differences were observed between the plasma and plasma exosome protein profiles, and the functions of differentially expressed proteins in plasma exosomes were strongly related to the pathology of PD. Our study provides a reference for identifying the potential biomarkers and therapeutic targets of PD.

Key words: tandem mass tag (TMT), quantitative proteomics, Parkinson’s disease (PD), exosomes, plasma biomarkers

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