Role of immune cell subsets in liver fibrosis through single-cell RNA sequencing and array.

IF 1.9
Bo Yang, Junjie Yuan, Jingwen Zhao, Xin Chen
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Abstract

BackgroundImmune-inflammatory responses and dysregulation play a key role in liver fibrosis (LF) and cirrhosis progression, but the phenotypic and functional dynamics of immune cell populations remain poorly characterized.MethodsLF-related data from the GEO database were analyzed using ssGSEA to quantify immune cell infiltration and Kaplan-Meier analysis to assess the prognostic value of specific immune cell populations. Single-cell RNA sequencing data were used to establish an immune cell atlas, identify cell types linked to poor prognosis, and validate characteristic genes. Additionally, the functional distinctions and cell-cell interactions were further investigated.ResultsLF patients showed increased infiltration of monocytes, T cells, and NK cells, associated with poor outcomes. Genes linked to poor prognosis were markedly expressed in mononuclear phagocytes, T cells, and innate lymphoid cells (ILCs), which were further classified into 24 distinct subpopulations. Pro-fibrotic scar-associated macrophages and pro-inflammatory ILCs increased, while anti-inflammatory Kupffer cells and protective ILCs decreased. CCR7-expressing T cells and depletion-related genes were elevated in peripheral blood mononuclear cells, with ILCs showing increased expression of S1PR4 and S1PR5. Furthermore, macrophages expressing CD9 and IGFBP7 were identified.ConclusionThis study highlights immune heterogeneity in LF, identifying key cell populations linked to disease progression, offering potential immunotherapy targets.

通过单细胞RNA测序和阵列研究免疫细胞亚群在肝纤维化中的作用。
免疫炎症反应和失调在肝纤维化(LF)和肝硬化进展中起关键作用,但免疫细胞群的表型和功能动力学特征仍然很差。方法采用ssGSEA分析GEO数据库中slf相关数据,量化免疫细胞浸润,Kaplan-Meier分析评估特异性免疫细胞群的预后价值。单细胞RNA测序数据用于建立免疫细胞图谱,鉴定与预后不良相关的细胞类型,并验证特征基因。此外,还进一步研究了它们的功能差异和细胞间的相互作用。结果slf患者单核细胞、T细胞和NK细胞浸润增加,预后较差。与预后不良相关的基因在单核吞噬细胞、T细胞和先天淋巴样细胞(ILCs)中显著表达,这些细胞进一步被分为24个不同的亚群。促纤维化疤痕相关巨噬细胞和促炎ilc增加,而抗炎Kupffer细胞和保护性ilc减少。外周血单核细胞中表达ccr7的T细胞和消耗相关基因升高,ILCs中S1PR4和S1PR5表达升高。此外,巨噬细胞表达CD9和IGFBP7。本研究强调了LF的免疫异质性,确定了与疾病进展相关的关键细胞群,提供了潜在的免疫治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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