The role of T cells and shared genes in psoriasis and inflammatory bowel disease based on single-cell RNA and comprehensive analysis

IF 2.5 4区 医学 Q3 IMMUNOLOGY Immunobiology Pub Date : 2023-10-04 DOI:10.1016/j.imbio.2023.152754
Xiaofeng Liang , Zhishen Peng , Ying Deng , Xiaobing Lin , Runnan Chen , Yujing Niu , Weiyi Lin , Zien Lin , Kuan Lai , Shanshan Wei
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Abstract

Psoriasis and inflammatory bowel disease (IBD) have a similar etiology, including abnormal activation of T cells. Differentially expressed genes (DEGs) analysis was used to search for shared genes. GO (Gene Ontology) and KEGG (Kyoto Encyclopedia of Genes and Genomes) analysis were then performed. Secondly, single-cell RNA analysis (scRNA-seq) and immune infiltration were employed to explore the immune imbalance of the diseases. By weighted gene co expression network analysis (WGCNA), we obtained hub shared genes. Furthermore, we analyzed the diagnostic performance and immune association with the hub genes. Finally, functional enrichment of miRNAs related to hub shared genes was carried out. Single-cell analysis showed a high proportion of T cells among infiltrated immune cells and immune infiltration showed CD4+ T and γδ T cells were significantly elevated in diseases. Hub shared genes, LCN2, CXCL1 and PI3 had excellent diagnostic properties and were positively correlated with neutrophils, CD4+ T and γδ T cells. IL17 and TNF signaling pathway were the common pathway. In conclusion, CD4+ and γδ T cells and hub shared genes may play a crucial part in common mechanism between psoriasis and IBD. Moreover, hub shared genes may be potential diagnostic markers.

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基于单细胞RNA和综合分析的T细胞和共享基因在银屑病和炎症性肠病中的作用。
银屑病和炎症性肠病(IBD)有相似的病因,包括T细胞的异常激活。差异表达基因(DEGs)分析用于搜索共享基因。然后进行GO(基因本体论)和KEGG(京都基因和基因组百科全书)分析。其次,采用单细胞RNA分析(scRNA-seq)和免疫浸润来探讨疾病的免疫失衡。通过加权基因共表达网络分析(WGCNA),我们获得了中枢共享基因。此外,我们还分析了中枢基因的诊断性能和免疫相关性。最后,对与中枢共享基因相关的miRNA进行了功能富集。单细胞分析显示,浸润的免疫细胞中T细胞比例较高,免疫浸润显示CD4+T和γδT细胞在疾病中显著升高。中枢共享基因LCN2、CXCL1和PI3具有良好的诊断特性,并与中性粒细胞、CD4+T和γδT细胞呈正相关。IL17和TNF信号通路是常见的信号通路。总之,CD4+和γδT细胞以及中枢共享基因可能在银屑病和IBD的共同机制中发挥关键作用。此外,中枢共享基因可能是潜在的诊断标志物。
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来源期刊
Immunobiology
Immunobiology 医学-免疫学
CiteScore
5.00
自引率
3.60%
发文量
108
审稿时长
55 days
期刊介绍: Immunobiology is a peer-reviewed journal that publishes highly innovative research approaches for a wide range of immunological subjects, including • Innate Immunity, • Adaptive Immunity, • Complement Biology, • Macrophage and Dendritic Cell Biology, • Parasite Immunology, • Tumour Immunology, • Clinical Immunology, • Immunogenetics, • Immunotherapy and • Immunopathology of infectious, allergic and autoimmune disease.
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