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小儿急性肝衰竭患者肝组织的转录分析

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干细胞与再生医学数据中心2023-02-10 更新2024-03-06 收录
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Background and Aims: Many patients with indeterminate pediatric acute liver failure (PALF) have evidence of T-cell driven immune injury, however the precise inflammatory pathways have not been well defined. We have thus characterized the hepatic cytokine and transcriptional signatures of PALF patients. Approach and Results: Retrospective review was performed on 22 children presenting with indeterminate (IND-PALF; n=17) or other diagnoses (DX-PALF; n=6) with available archived liver tissue. Specimens were stained for CD8 T-cells and scored as dense, moderate, or minimal. Measurement of immune analytes and RNA-sequencing (RNA-seq) were performed on whole liver tissue. Immune analyte data was analyzed by principal component analysis, and RNA-seq was analyzed by unsupervised hierarchical clustering, differential gene expression, and gene set enrichment analysis. Most IND-PALF patients (94%) had dense/moderate CD8 staining and were characterized by Th1 immune analytes including TNFα, IFNγ, IL-1β, IL-12, CXCL9, and CXCL12. Transcriptional analyses identified 2 transcriptional PALF phenotypes. Most patients in Group 1 (91%) had IND-PALF and dense/moderate CD8 staining. This group was characterized by increased expression of genes and cell-subset specific signatures related to innate inflammation, T-cell activation, and antigen stimulation. Group 1 also expressed significantly higher levels of gene signatures for T-regulatory cells, macrophages, Th1 cells, T effector memory cells, cytotoxic T-cells, and activated dendritic cells (p-adj <0.05). In contrast, patients in Group 2 exhibited increased expression for genes involved in metabolic processes. Conclusions: IND-PALF patients have evidence of a Th1 mediated inflammatory response driven by IFNγ. Transcriptional analyses suggest a complex immune network may regulate an immune-driven PALF phenotype with less evidence of metabolic processes. These findings provide novel insight into mechanisms of hepatic injury in PALF, areas for future research, and potential therapeutic targets.

研究背景与目的:多数不明原因儿童急性肝衰竭(indeterminate pediatric acute liver failure, PALF)患者存在T细胞介导的免疫损伤证据,但确切的炎症通路尚未明确。本研究旨在解析PALF患者的肝脏细胞因子与转录特征。 研究方法与结果:本研究对22例符合入组标准的儿童开展回顾性分析,其中17例为不明原因PALF(IND-PALF)、6例为其他病因PALF(DX-PALF),所有入组者均留存有可用的肝脏组织存档标本。对标本进行CD8 T细胞染色,并依据染色密度分为致密、中度及微弱三个评分等级。对全肝组织开展免疫分析物检测及RNA测序(RNA-seq):采用主成分分析对免疫分析物数据进行统计分析,针对RNA-seq数据则通过无监督层次聚类、差异基因表达分析及基因集富集分析进行解析。 94%的IND-PALF患者呈现致密/中度CD8染色,且其免疫表型以Th1型细胞因子为主,包括TNFα、IFNγ、IL-1β、IL-12、CXCL9及CXCL12。转录组分析共鉴定出两类PALF相关转录表型:第1组中91%的患者为IND-PALF,且存在致密/中度CD8染色;该组患者的基因表达及细胞亚群特征与先天炎症、T细胞活化及抗原刺激相关通路显著上调有关,同时其调节性T细胞、巨噬细胞、Th1细胞、效应记忆T细胞、细胞毒性T细胞及活化树突状细胞的基因特征表达水平均显著升高(校正后P值<0.05)。与之相反,第2组患者的基因表达则以代谢相关通路上调为主要特征。 研究结论:IND-PALF患者存在IFNγ介导的Th1型炎症反应,该过程由T细胞驱动。转录组分析提示,免疫介导的PALF表型可能受复杂免疫网络调控,且代谢通路激活的证据相对较少。本研究结果为PALF的肝损伤机制提供了全新视角,可为后续研究方向及潜在治疗靶点提供参考。

创建时间:
2023-02-10
搜集汇总
数据集介绍
小儿急性肝衰竭患者肝组织的转录分析 数据集图片
背景与挑战
背景概述
该数据集针对病因不明的儿科急性肝衰竭(PALF)患者,通过RNA-Seq技术对肝组织进行转录组分析,旨在揭示免疫介导的肝损伤机制。研究发现患者主要表现出Th1炎症反应,并识别出两种转录表型:一种与先天免疫和T细胞激活相关,另一种则涉及代谢过程。数据集包含24个人类肝脏样本,总大小约11.96 GB,为研究PALF的病理机制提供了关键的转录组学数据。
以上内容由遇见数据集搜集并总结生成
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