基于RNA测序技术筛选脓毒症4个溶酶体相关基因。

IF 2.9 4区 医学 Q3 IMMUNOLOGY
Guihong Chen, Wen Zhang, Chenglin Wang, Muhu Chen, Yingchun Hu, Zheng Wang
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引用次数: 0

摘要

目的:筛选脓毒症患者溶酶体相关基因,为溶酶体靶向治疗提供指导。方法:选取22例败血症患者和10例正常人的外周血标本,进行RNA测序和差异基因表达分析。同时,从Gene Ontology数据库中获取溶酶体相关基因。然后对差异基因和溶酶体相关基因之间的交叉基因进行PPI、GO和KEGG分析。通过生存分析鉴定核心基因,并通过meta分析确定其在不同组中的表达趋势。单细胞RNA测序用于明确核心基因的细胞定位。结果:1328个脓毒症差异基因与878个溶酶体相关基因交叉得到76个基因。PPI分析显示,交叉基因主要参与细胞过程、刺激反应、免疫系统过程、信号转导、溶酶体等。GO和KEGG分析显示,交叉基因主要参与白细胞介导的免疫、参与免疫应答的细胞活化、溶泡、溶酶体。生存分析筛选出4个与脓毒症预后呈正相关的基因,分别是GNLY、GZMB、PRF1和RASGRP1。荟萃分析显示,与败血症组相比,正常对照组中这四种基因的表达水平显著高于败血症组,这与RNA测序数据的发现一致。此外,单细胞RNA测序显示,T细胞和NK细胞高表达GNLY、GZMB、PRF1和RASGRP1。结论:溶酶体相关基因GNLY、GZMB、PRF1、RASGRP1与脓毒症的预后密切相关,可能成为脓毒症新的研究靶点,为溶酶体靶向治疗的发展提供有价值的见解。临床试验注册号为ChiCTR1900021261,注册日期为2019年2月4日。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Screening of four lysosome-related genes in sepsis based on RNA sequencing technology.

Purpose: Screening of lysosome-related genes in sepsis patients to provide direction for lysosome-targeted therapy.

Methods: Peripheral blood samples were obtained from 22 patients diagnosed with sepsis and 10 normal controls for the purpose of RNA sequencing and subsequent analysis of differential gene expression. Concurrently, lysosome-related genes were acquired from the Gene Ontology database. The intersecting genes between the differential genes and lysosome-related genes were then subjected to PPI, GO and KEGG analyses. Core genes were identified through survival analysis, and their expression trends in different groups were determined using meta-analysis. Single-cell RNA sequencing was used to clarify the cellular localization of core genes.

Results: The intersection of 1328 sepsis-differential genes with 878 lysosome-related genes yielded 76 genes. PPI analysis showed that intersecting genes were mainly involved in Cellular process, Response to stimulus, Immune system process, Signal transduction, Lysosome. GO and KEGG analysis showed that intersecting genes were mainly involved in leukocyte mediated immunity, cell activation involved in immune response, lytic vacuole, lysosome. Survival analysis screened four genes positively correlated with sepsis prognosis, namely GNLY, GZMB, PRF1 and RASGRP1. The meta-analysis revealed that the expression levels of these four genes were significantly higher in the normal control group compared to the sepsis group, which aligns with the findings from RNA sequencing data. Furthermore, single-cell RNA sequencing demonstrated that T cells and NK cells exhibited high expression levels of GNLY, GZMB, PRF1, and RASGRP1.

Conclusion: GNLY, GZMB, PRF1, and RASGRP1, which are lysosome-related genes, are closely linked to the prognosis of sepsis and could potentially serve as novel research targets for sepsis, offering valuable insights for the development of lysosome-targeted therapy. The clinical trial registration number is ChiCTR1900021261, and the registration date is February 4, 2019.

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来源期刊
BMC Immunology
BMC Immunology 医学-免疫学
CiteScore
5.50
自引率
0.00%
发文量
54
审稿时长
1 months
期刊介绍: BMC Immunology is an open access journal publishing original peer-reviewed research articles in molecular, cellular, tissue-level, organismal, functional, and developmental aspects of the immune system as well as clinical studies and animal models of human diseases.
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