空间计算肝脏分子生物标记物揭示 LSEC 在 DILI 和 NASH 肝损伤的中叶肝区纤维化中的作用

Munish Puri
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摘要

肝脏在结构上分为带状区,其中肝窦状内皮细胞(LSEC)在慢性肝损伤和纤维化早期阶段发挥着至关重要的作用。如果能在纤维化发展到晚期(如桥接纤维化)之前,在分子水平上及早诊断出分区,就能逆转纤维化。本研究利用 scRNA-seq 和空间转录组学分子图谱技术,在正常和病变的纤维化人类肝脏中确定了分区标记基因。我们对LSECs进行了DGE分析,并确定了皮质周围区、文氏周围区和中间尖锐湿疣区的前20个表达基因。对Visium图像和ECs肝细胞进行的多组学和scRNA-seq分析显示,OIT3、DNASE1L3、CLEC4G、LYVE1、FCN2和CRHBP是常见的中叶区特异表达基因。此外,本研究还发现 STAB2、F8、AQP1、TEK、TIMP3、TIE1 和 CTSL 基因在 DILI 和 NASH EC 群体中表达。第 2 区 LSEC 标记基因与肝纤维化之间的联系为我们开发逆转肝纤维化的新治疗策略以及设计 NASH 和 DILI 肝纤维化疾病的计算分子生物标记物带来了重大希望。
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Spatial Computational Hepatic Molecular Biomarker Reveals LSEC Role in Midlobular Liver Zonation Fibrosis in DILI and NASH Liver Injury
The liver is structurally organized into zonation, where Liver Sinusoidal Endothelial Cells (LSECs) play a crucial role during chronic liver injury and the early stages of fibrosis. Fibrosis can be reversed if diagnosed early at the molecular level in zonation before progressing to advanced stages like bridging fibrosis. This study identified zonation marker genes using scRNA-seq and spatial transcriptomics molecular profiling technologies in a normal and diseased fibrotic human liver. DGE analysis was performed over LSECs, and we identified the top 20 expressed genes in the periportal, perivenous, and intermediate acinar zones. Multi-omics and scRNA-seq analysis over Visium images and ECs liver cells showed OIT3, DNASE1L3, CLEC4G, LYVE1, FCN2, and CRHBP as commonly expressed mid-lobular zonation-specific genes. Also, this study detected STAB2, F8, AQP1, TEK, TIMP3, TIE1, and CTSL genes as expressed in DILI and NASH EC populations. The connection between LSEC marker genes in zone 2 and liver fibrosis holds significant promise for advancing our understanding in developing new therapeutic strategies for fibrosis reversal and designing computational molecular biomarkers in NASH and DILI fibrotic liver diseases.
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