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循环细胞外囊泡富集制剂的蛋白质组和磷酸化蛋白质组与 1 型糖尿病的特征性临床特征相关。

The proteome and phosphoproteome of circulating extracellular vesicle-enriched preparations are associated with characteristic clinical features in type 1 diabetes.

机构信息

AdventHealth, Translational Research Institute (TRI), Orlando, FL, United States.

Biomarker Discovery Department, Tymora Analytical Operations, West Lafayette, IN, United States.

出版信息

Front Endocrinol (Lausanne). 2023 Jul 28;14:1219293. doi: 10.3389/fendo.2023.1219293. eCollection 2023.

Abstract

INTRODUCTION

There are no validated clinical or laboratory biomarkers to identify and differentiate endotypes of type 1 diabetes (T1D) or the risk of progression to chronic complications. Extracellular vesicles (EVs) have been studied as biomarkers in several different disease states but have not been well studied in T1D.

METHODS

As the initial step towards circulating biomarker identification in T1D, this pilot study aimed to provide an initial characterization of the proteomic and phosphoproteomic landscape of circulating EV-enriched preparations in participants with established T1D (N=10) and healthy normal volunteers (Controls) (N=7) (NCT03379792) carefully matched by age, race/ethnicity, sex, and BMI. EV-enriched preparations were obtained using EVtrap technology. Proteins were identified and quantified by LC-MS analysis. Differential abundance and coexpression network (WGCNA), and pathway enrichment analyses were implemented.

RESULTS

The detected proteins and phosphoproteins were enriched (75%) in exosomal proteins cataloged in the ExoCarta database. A total of 181 proteins and 8 phosphoproteins were differentially abundant in participants with T1D compared to controls, including some well-known EVproteins (i.e., CD63, RAB14, BSG, LAMP2, and EZR). Enrichment analyses of differentially abundant proteins and phosphoproteins of EV-enriched preparations identified associations with neutrophil, platelet, and immune response functions, as well as prion protein aggregation. Downregulated proteins were involved in MHC class II signaling and the regulation of monocyte differentiation. Potential key roles in T1D for C1q, plasminogen, IL6ST, CD40, HLA-DQB1, HLA-DRB1, CD74, NUCB1, and SAP, are highlighted. Remarkably, WGCNA uncovered two protein modules significantly associated with pancreas size, which may be implicated in the pathogenesis of T1D. Similarly, these modules showed significant enrichment for membrane compartments, processes associated with inflammation and the immune response, and regulation of viral processes, among others.

DISCUSSION

This study demonstrates the potential of proteomic and phosphoproteomic signatures of EV-enriched preparations to provide insight into the pathobiology of T1D. The WGCNA analysis could be a powerful tool to discriminate signatures associated with different pathobiological components of the disease.

摘要

简介

目前尚无经过验证的临床或实验室生物标志物来识别和区分 1 型糖尿病(T1D)的内型或进展为慢性并发症的风险。细胞外囊泡(EVs)已在多种不同疾病状态下作为生物标志物进行了研究,但在 T1D 中的研究还不够充分。

方法

作为在 T1D 中识别循环生物标志物的初始步骤,这项初步研究旨在为已确诊的 T1D 患者(N=10)和健康正常志愿者(对照)(N=7)(NCT03379792)的循环 EV 富集制剂的蛋白质组学和磷酸蛋白质组学图谱提供初步特征,这些患者和志愿者通过年龄、种族/民族、性别和 BMI 进行了仔细匹配。使用 EVtrap 技术获得 EV 富集制剂。通过 LC-MS 分析鉴定和定量蛋白质。实施了差异丰度和共表达网络(WGCNA)以及途径富集分析。

结果

检测到的蛋白质和磷酸蛋白质在 ExoCarta 数据库中列出的外泌体蛋白质中丰富(75%)。与对照组相比,181 种蛋白质和 8 种磷酸蛋白质在 T1D 患者中丰度差异显著,其中一些是众所周知的 EV 蛋白(即 CD63、RAB14、BSG、LAMP2 和 EZR)。EV 富集制剂中差异丰度蛋白和磷酸蛋白的富集分析鉴定了与中性粒细胞、血小板和免疫反应功能以及朊病毒蛋白聚集的关联。下调的蛋白质参与 MHC Ⅱ类信号转导和单核细胞分化的调节。C1q、纤溶酶原、IL6ST、CD40、HLA-DQB1、HLA-DRB1、CD74、NUCB1 和 SAP 在 T1D 中的潜在关键作用得到了强调。值得注意的是,WGCNA 揭示了与胰腺大小显著相关的两个蛋白质模块,这可能与 T1D 的发病机制有关。同样,这些模块在膜区室、与炎症和免疫反应以及病毒过程调节等相关的过程中表现出显著富集。

讨论

本研究表明,EV 富集制剂的蛋白质组学和磷酸蛋白质组学特征有可能深入了解 T1D 的病理生物学。WGCNA 分析可能是一种强大的工具,可以区分与疾病不同病理生物学成分相关的特征。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/819e/10417723/12f5ab3a6088/fendo-14-1219293-g001.jpg

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