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基于转录组测序的慢性心力衰竭与系统性红斑狼疮共享免疫细胞及免疫相关共病基因的鉴定

Identification of Shared Immune Cells and Immune-Related Co-Disease Genes in Chronic Heart Failure and Systemic Lupus Erythematosus Based on Transcriptome Sequencing.

作者信息

Luo Ziyue, Lu Guifang, Yang Qiang, Ding Juncan, Wang Tianyu, Hu Pengfei

机构信息

Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, 310053, People's Republic of China.

Department of Rheumatology, The Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, 310005, People's Republic of China.

出版信息

J Inflamm Res. 2023 Jun 30;16:2689-2705. doi: 10.2147/JIR.S418598. eCollection 2023.

DOI:10.2147/JIR.S418598
PMID:37408607
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10319289/
Abstract

PURPOSE

The purpose was to identify shared immune cells and co-disease genes in chronic heart failure (HF) and systemic lupus erythematosus (SLE), as well as explore the potential mechanisms of action between HF and SLE.

METHODS

A collection of peripheral blood mononuclear cells (PBMCs) from ten patients with HF and SLE and ten normal controls (NC) was used for transcriptome sequencing. Differentially expressed genes (DEGs) analysis, enrichment analysis, immune infiltration analysis, weighted gene co-expression network analysis (WGCNA), protein-protein interaction (PPI) analysis, and machine learning were applied for the screening of shared immune cells and co-disease genes in HF and SLE. Gene expression analysis and correlation analysis were used to explore the potential mechanisms of co-disease genes and immune cells in HF and SLE.

RESULTS

In this study, it was found that two immune cells, T cells CD4 naïve and Monocytes, displayed similar expression patterns in HF and SLE at the same time. By taking intersection of the above immune cell-associated genes with the DEGs common to both HF and SLE, four immune-associated co-disease genes, CCR7, RNASE2, RNASE3 and CXCL10, were finally identified. CCR7, as one of the four key genes, was significantly down-regulated in HF and SLE, while the rest three key genes were all significantly up-regulated in both diseases.

CONCLUSION

T cells CD4 naïve and Monocytes were first revealed as possible shared immune cells of HF and SLE, and CCR7, RNASE2, RNASE3 and CXCL10 were identified as possible key genes common to HF and SLE as well as potential biomarkers or therapeutic targets for HF and SLE.

摘要

目的

本研究旨在识别慢性心力衰竭(HF)和系统性红斑狼疮(SLE)中共享的免疫细胞和共病基因,并探索HF与SLE之间潜在的作用机制。

方法

收集10例HF合并SLE患者及10例正常对照(NC)的外周血单个核细胞(PBMC)进行转录组测序。应用差异表达基因(DEG)分析、富集分析、免疫浸润分析、加权基因共表达网络分析(WGCNA)、蛋白质-蛋白质相互作用(PPI)分析及机器学习方法筛选HF和SLE中共享的免疫细胞和共病基因。采用基因表达分析和相关性分析探索HF和SLE中共病基因与免疫细胞的潜在机制。

结果

本研究发现,两种免疫细胞,即初始CD4⁺T细胞和单核细胞,在HF和SLE中同时呈现相似的表达模式。通过将上述免疫细胞相关基因与HF和SLE共有的DEG进行交集分析,最终鉴定出4个免疫相关的共病基因,即CCR7、RNASE2、RNASE3和CXCL10。CCR7作为4个关键基因之一,在HF和SLE中均显著下调,而其余3个关键基因在两种疾病中均显著上调。

结论

首次揭示初始CD4⁺T细胞和单核细胞可能是HF和SLE共享的免疫细胞,CCR7、RNASE2、RNASE3和CXCL10被鉴定为HF和SLE可能共有的关键基因以及HF和SLE潜在的生物标志物或治疗靶点。

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