Suppr超能文献

肝星状细胞的单细胞转录组学揭示了非酒精性脂肪性肝炎中涉及的关键途径和关键调节因子。

Single-cell transcriptomics of hepatic stellate cells uncover crucial pathways and key regulators involved in non-alcoholic steatohepatitis.

作者信息

He Weiwei, Huang Caoxin, Shi Xiulin, Wu Menghua, Li Han, Liu Qiuhong, Zhang Xiaofang, Zhao Yan, Li Xuejun

机构信息

School of Medicine, Xiamen University, Xiamen, China.

Xiamen Diabetes Institute, The First Affiliated Hospital of Xiamen University, Xiamen, China.

出版信息

Endocr Connect. 2023 Jan 18;12(2). doi: 10.1530/EC-22-0502. Print 2023 Feb 1.

Abstract

BACKGROUND

Fibrosis is an important pathological process in the development of non-alcoholic steatohepatitis (NASH), and the activation of hepatic stellate cell (HSC) is a central event in liver fibrosis. However, the transcriptomic change of activated HSCs (aHSCs) and resting HSCs (rHSCs) in NASH patients has not been assessed. This study aimed to identify transcriptomic signature of HSCs during the development of NASH and the underlying key functional pathways.

METHODS

NASH-associated transcriptomic change of HSCs was defined by single-cell RNA-sequencing (scRNA-seq) analysis, and those top upregulated genes were identified as NASH-associated transcriptomic signatures. Those functional pathways involved in the NASH-associated transcriptomic change of aHSCs were explored by weighted gene co-expression network analysis (WGCNA) and functional enrichment analyses. Key regulators were explored by upstream regulator analysis and transcription factor enrichment analysis.

RESULTS

scRNA-seq analysis identified numerous differentially expressed genes in both rHSCs and aHSCs between NASH patients and healthy controls. Both scRNA-seq analysis and in-vivo experiments showed the existence of rHSCs (mainly expressing a-SMA) in the normal liver and the increased aHSCs (mainly expressing collagen 1) in the fibrosis liver tissues. NASH-associated transcriptomic signature of rHSC (NASHrHSCsignature) and NASH-associated transcriptomic signature of aHSC (NASHaHSCsignature) were identified. WGCNA revealed the main pathways correlated with the transcriptomic change of aHSCs. Several key upstream regulators and transcription factors for determining the functional change of aHSCs in NASH were identified.

CONCLUSION

This study developed a useful transcriptomic signature with the potential in assessing fibrosis severity in the development of NASH. This study also identified the main pathways in the activation of HSCs during the development of NASH.

摘要

背景

纤维化是非酒精性脂肪性肝炎(NASH)发展过程中的一个重要病理过程,肝星状细胞(HSC)的激活是肝纤维化的核心事件。然而,NASH患者中活化的肝星状细胞(aHSC)和静止的肝星状细胞(rHSC)的转录组变化尚未得到评估。本研究旨在确定NASH发展过程中肝星状细胞的转录组特征以及潜在的关键功能通路。

方法

通过单细胞RNA测序(scRNA-seq)分析确定肝星状细胞与NASH相关的转录组变化,并将那些上调最显著的基因鉴定为与NASH相关的转录组特征。通过加权基因共表达网络分析(WGCNA)和功能富集分析探索参与aHSC与NASH相关转录组变化的功能通路。通过上游调节因子分析和转录因子富集分析探索关键调节因子。

结果

scRNA-seq分析在NASH患者和健康对照的rHSC和aHSC中均鉴定出大量差异表达基因。scRNA-seq分析和体内实验均显示正常肝脏中存在rHSC(主要表达α-SMA),纤维化肝组织中aHSC(主要表达胶原蛋白1)增加。鉴定出rHSC与NASH相关的转录组特征(NASHrHSC特征)和aHSC与NASH相关的转录组特征(NASHaHSC特征)。WGCNA揭示了与aHSC转录组变化相关的主要通路。确定了几个决定NASH中aHSC功能变化的关键上游调节因子和转录因子。

结论

本研究建立了一个有用的转录组特征,具有评估NASH发展过程中纤维化严重程度的潜力。本研究还确定了NASH发展过程中肝星状细胞激活的主要通路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a32/9874973/0af9a2129585/EC-22-0502fig1.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验