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空间和单细胞转录组学揭示了MASH纤维化空间结构的区域划分。

Spatial and Single-Cell Transcriptomics Reveals the Regional Division of the Spatial Structure of MASH Fibrosis.

作者信息

Li Jin-Zhong, Yang Liu, Xiao Min-Xi, Li Ni, Huang Xin, Ye Li-Hong, Zhang Hai-Cong, Liu Zhi-Quan, Li Jun-Qing, Liu Yun-Yan, Liang Xu-Jing, Li Tao-Yuan, Li Jie-Ying, Cao Yang, Pan Yun, Lin Xun-Ge, Dai Hai-Mei, Dai Er-Hei, Li Min-Ran

机构信息

Division of Infectious Disease, The First Affiliated Hospital of Jinan University, Guangzhou, China.

Division of General Internal Medicine, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing, China.

出版信息

Liver Int. 2025 Apr;45(4):e16125. doi: 10.1111/liv.16125. Epub 2024 Oct 14.

Abstract

OBJECTIVE

To elucidate the regional distribution of metabolic dysfunction-associated steatohepatitis (MASH) fibrosis within the liver and to identify potential therapeutic targets for MASH fibrosis.

METHODS

Liver sections from healthy controls, patients with simple steatosis and MASH patients were analysed using spatial transcriptomics integrated with single-cell RNA-seq.

RESULTS

Spatial transcriptomics analysis of liver tissues revealed that the fibrotic region (Cluster 9) was primarily distributed in lobules, with some fibrosis also found in the surrounding area. Integration of the single-cell-sequencing data set (GSE189175) showed a greater proportion of inflammatory cells (Kupffer cells and T cells) and myofibroblasts in MASH. Six genes, showing high- or low-specific expression in Cluster 9, namely, ADAMTSL2, PTGDS, S100A6, PPP1R1A, ASS1 and G6PC, were identified in combination with pathology. The average expression levels of ADAMTSL2, PTGDS and S100A6 on the pathological HE staining map were positively correlated with the increase in the degree of fibrosis and aligned strongly with the distribution of fibrosis. ADAMTSL2+ myofibroblasts play a role in TNF signalling pathways and in the production of ECM structural components. Pseudotime analysis indicated that in the early stages of MASH, infiltration by T cells and Kupffer cells triggers a significant inflammatory response. Subsequently, this inflammation leads to the activation of hepatic stellate cells (HSCs), transforming them into myofibroblasts and promoting the development of liver fibrosis.

CONCLUSION

This study is the first to characterise lineage-specific changes in gene expression, subpopulation composition, and pseudotime analysis in MASH fibrosis and reveals potential therapeutic targets for this condition.

摘要

目的

阐明肝脏内代谢功能障碍相关脂肪性肝炎(MASH)纤维化的区域分布,并确定MASH纤维化的潜在治疗靶点。

方法

使用与单细胞RNA测序相结合的空间转录组学技术,分析健康对照、单纯性脂肪变性患者和MASH患者的肝脏切片。

结果

肝脏组织的空间转录组学分析显示,纤维化区域(簇9)主要分布在小叶中,周围区域也发现了一些纤维化。单细胞测序数据集(GSE189175)的整合显示,MASH中炎症细胞(库普弗细胞和T细胞)和成肌纤维细胞的比例更高。结合病理学,鉴定出在簇9中高特异性或低特异性表达的六个基因,即ADAMTSL2、PTGDS、S100A6、PPP1R1A、ASS1和G6PC。ADAMTSL2、PTGDS和S100A6在病理HE染色图上的平均表达水平与纤维化程度的增加呈正相关,且与纤维化分布高度一致。ADAMTSL2+成肌纤维细胞在TNF信号通路和ECM结构成分的产生中起作用。伪时间分析表明,在MASH的早期阶段,T细胞和库普弗细胞的浸润引发了显著的炎症反应。随后,这种炎症导致肝星状细胞(HSCs)活化,将它们转化为成肌纤维细胞并促进肝纤维化的发展。

结论

本研究首次对MASH纤维化中的基因表达、亚群组成和伪时间分析进行谱系特异性特征描述,并揭示了该病症的潜在治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f3df/11891380/a118c333d28e/LIV-45-0-g003.jpg

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