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鉴定代谢相关关键基因作为免疫性血小板减少症发病机制的潜在生物标志物。

Identification of metabolism-related key genes as potential biomarkers for pathogenesis of immune thrombocytopenia.

机构信息

Department of Hematology, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuzhong District, Chongqing, 400016, People's Republic of China.

Department of Oncology and Hematology, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, China.

出版信息

Sci Rep. 2024 Apr 19;14(1):9040. doi: 10.1038/s41598-024-59493-7.

Abstract

Immune thrombocytopenia (ITP), an acquired autoimmune disease, is characterized by immune-mediated platelet destruction. A biomarker is a biological entity that contributes to disease pathogenesis and reflects disease activity. Metabolic alterations are reported to be associated with the occurrence of various diseases. As metabolic biomarkers for ITP have not been identified. This study aimed to identify metabolism-related differentially expressed genes as potential biomarkers for pathogenesis of ITP using bioinformatic analyses.The microarray expression data of the peripheral blood mononuclear cells were downloaded from the Gene Expression Omnibus database (GSE112278 download link: https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE112278 ). Key module genes were intersected with metabolism-related genes to obtain the metabolism-related key candidate genes. The hub genes were screened based on the degree function in the coytoscape sofware. The key ITP-related genes were subjected to functional enrichment analysis. Immune infiltration analysis was performed using a single-sample gene set enrichment analysis algorithm to evaluate the differential infiltration levels of immune cell types between ITP patient and control. Molecular subtypes were identified based on the expression of hub genes. The expression of hub genes in the ITP patients was validated using quantitative real-time polymerase chain reaction analysis. This study identified five hub genes (ADH4, CYP7A1, CYP1A2, CYP8B1, and NR1H4), which were be associated with the pathogenesis of ITP, and two molecular subtypes of ITP. Among these hub genes, CYP7A1 and CYP8B1 involved in cholesterol metabolism,were further verified in clinical samples.

摘要

免疫性血小板减少症(ITP),一种获得性自身免疫性疾病,其特征在于免疫介导的血小板破坏。生物标志物是一种有助于疾病发病机制并反映疾病活动的生物实体。代谢改变与各种疾病的发生有关。由于尚未确定 ITP 的代谢生物标志物。本研究旨在使用生物信息学分析,鉴定与代谢相关的差异表达基因作为 ITP 发病机制的潜在生物标志物。从基因表达综合数据库(GSE112278 下载链接:https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE112278)下载外周血单个核细胞的微阵列表达数据。与代谢相关的基因相交以获得与代谢相关的关键候选基因。基于 coytoscape 软件中的度函数筛选枢纽基因。对关键 ITP 相关基因进行功能富集分析。使用单样本基因集富集分析算法进行免疫浸润分析,以评估 ITP 患者和对照之间免疫细胞类型的差异浸润水平。基于枢纽基因的表达鉴定分子亚型。使用定量实时聚合酶链反应分析验证 ITP 患者中枢纽基因的表达。本研究确定了五个与 ITP 发病机制相关的枢纽基因(ADH4、CYP7A1、CYP1A2、CYP8B1 和 NR1H4)和两种 ITP 分子亚型。在这些枢纽基因中,CYP7A1 和 CYP8B1 参与胆固醇代谢,在临床样本中进一步得到验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2b67/11031595/dcac5e7bc463/41598_2024_59493_Fig1_HTML.jpg

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