CD163 作为糖尿病相关免疫炎症的潜在生物标记物:系统综述和生物信息学分析

IF 2 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM Endocrine, metabolic & immune disorders drug targets Pub Date : 2024-01-01 DOI:10.2174/1871530323666230714162324
Yang Cao, Ning Liang, Kaili Kong, Xiaomei Qiao, Ting Liu, Jing-Ai Fang, Xiaodong Zhang
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引用次数: 0

摘要

背景:一些研究发现 CD163 是通过免疫炎症导致糖尿病的潜在介质。有必要进一步研究以确定其具体机制:本研究旨在通过系统综述和生物信息学分析,研究 CD163 作为糖尿病免疫炎症相关的潜在生物标志物:我们检索了PubMed、Web of Science、Cochrane Library和Embase数据库,时限为2022年9月2日。此外,我们还根据 PRISMA 指南进行了系统检索和综述。此外,我们还从 GEO 数据库(http://www.ncbi.nlm.nih.gov/geo)下载了糖尿病基因表达微阵列数据集 GSE29221、GSE30528、GSE30529 和 GSE20966,用于生物信息学分析。本研究的 PROSPERO 编号为 CRD420222347160:根据纳入和排除标准,7 篇文章共纳入了 1607 名患者,其中包括 912 名糖尿病患者和 695 名非糖尿病患者。本系统综述发现,与非糖尿病患者相比,糖尿病患者的 CD163 水平明显更高。与对照组相比,糖尿病患者的 CRP 表达水平更高。同样,以 TNF- α 作为结果指标的三篇论文中,有两篇显示糖尿病患者的表达水平更高。此外,糖尿病患者的 IL-6 表达水平也高于对照组。生物信息学共分析了 62 个样本(33 个病例对照组和 29 个实验组),发现了 85 个含有 CD163 的差异基因。根据免疫细胞相关性分析,CD163 与巨噬细胞 M2、γδ T 淋巴细胞、巨噬细胞 M1 及其他免疫细胞相关。此外,为了评估 CD163 的诊断性能,我们使用 GSE20966 数据集对其进行了验证。在验证集中,CD163显示出了很高的诊断准确性:本研究表明,CD163 通过涉及多种免疫细胞参与了与糖尿病及其并发症相关的炎症免疫反应。此外,研究结果表明 CD163 可能是反映糖尿病免疫炎症的潜在生物标记物。
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CD163 as a Potential Biomarker-associated Immune Inflammation in Diabetes Mellitus: A Systematic Review and Bioinformatics Analysis.

Background: Several studies have identified CD163 as a potential mediator of diabetes mellitus through an immune-inflammation. Further study is necessary to identify its specific mechanism.

Objectives: In this study, we aimed to investigate CD163 as a potential biomarker associated with immune inflammation in diabetes mellitus through a systematic review and bioinformatics analysis.

Methods: We searched PubMed, Web of Science, the Cochrane Library, and Embase databases with a time limit of September 2, 2022. Furthermore, we conducted a systematic search and review based on PRISMA guidelines. Additionally, diabetic gene expression microarray datasets GSE29221, GSE30528, GSE30529, and GSE20966 were downloaded from the GEO database (http://www.ncbi.nlm.nih.gov/geo) for bioinformatics analysis. The PROSPERO number for this study is CRD420222347160.

Results: Following the inclusion and exclusion criteria, seven articles included 1607 patients, comprising 912 diabetic patients and 695 non-diabetic patients. This systematic review found significantly higher levels of CD163 in diabetic patients compared to non-diabetic patients. People with diabetes had higher levels of CRP expression compared to the control group. Similarly, two of the three papers that used TNF- α as an outcome indicator showed higher expression levels in diabetic patients. Furthermore, IL-6 expression levels were higher in diabetic patients than in the control group. A total of 62 samples were analyzed by bioinformatics (33 case controls and 29 experimental groups), and 85 differential genes were identified containing CD163. According to the immune cell correlation analysis, CD163 was associated with macrophage M2, γδ T lymphocytes, macrophage M1, and other immune cells. Furthermore, to evaluate the diagnostic performance of CD163, we validated it using the GSE20966 dataset. In the validation set, CD163 showed high diagnostic accuracy.

Conclusion: This study suggests CD163 participates in the inflammatory immune response associated with diabetes mellitus and its complications by involving several immune cells. Furthermore, the results suggest CD163 may be a potential biomarker reflecting immune inflammation in diabetic mellitus.

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来源期刊
Endocrine, metabolic & immune disorders drug targets
Endocrine, metabolic & immune disorders drug targets ENDOCRINOLOGY & METABOLISMIMMUNOLOGY-IMMUNOLOGY
CiteScore
4.60
自引率
5.30%
发文量
217
期刊介绍: Aims & Scope This journal is devoted to timely reviews and original articles of experimental and clinical studies in the field of endocrine, metabolic, and immune disorders. Specific emphasis is placed on humoral and cellular targets for natural, synthetic, and genetically engineered drugs that enhance or impair endocrine, metabolic, and immune parameters and functions. Moreover, the topics related to effects of food components and/or nutraceuticals on the endocrine-metabolic-immune axis and on microbioma composition are welcome.
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