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单细胞RNA测序和转座酶可及染色质测序的综合分析揭示了诱导多能干细胞来源的肝类器官的异质性。

Integrative analysis of single-cell RNA-seq and ATAC-seq reveals heterogeneity of induced pluripotent stem cell-derived hepatic organoids.

作者信息

Kim Jong-Hwan, Mun Seon Ju, Kim Jeong-Hwan, Son Myung Jin, Kim Seon-Young

机构信息

Korean Bioinformation Center, Daejeon, Korea.

Stem Cell Convergence Research Center, Daejeon, Korea.

出版信息

iScience. 2023 Aug 18;26(9):107675. doi: 10.1016/j.isci.2023.107675. eCollection 2023 Sep 15.

Abstract

To gain deeper insights into transcriptomes and epigenomes of organoids, liver organoids from two states (expandable and more differentiated) were subjected to single-cell RNA-seq (scRNA-seq) and single-cell ATAC-seq (scATAC-seq) analyses. Mitochondrial gene expression was higher in differentiated than in non-differentiated hepatocytes, with ATAC-seq peaks increasing near the mitochondrial control region. Differentiation of liver organoids resulted in the expression of transcription factors that act as enhancers and repressors. In addition, epigenetic mechanisms regulating the expression of alpha-fetoprotein (AFP) and albumin (ALB) differed in liver organoids and adult liver. Knockdown of PDX1, an essential transcription factor for pancreas development, led to the hepatic maturation of liver organoids through regulation of AFP and ALB expression. This integrative analysis of the transcriptomes and epigenomes of liver organoids at the single-cell level may contribute to a better understanding of the regulatory networks during liver development and the further development of mature human liver models.

摘要

为了更深入地了解类器官的转录组和表观基因组,对处于两种状态(可扩增和更分化)的肝脏类器官进行了单细胞RNA测序(scRNA-seq)和单细胞染色质可及性测序(scATAC-seq)分析。分化的肝细胞中线粒体基因表达高于未分化的肝细胞,且染色质可及性测序峰在线粒体控制区域附近增加。肝脏类器官的分化导致了作为增强子和抑制子的转录因子的表达。此外,肝脏类器官和成年肝脏中调节甲胎蛋白(AFP)和白蛋白(ALB)表达的表观遗传机制有所不同。胰腺发育必需的转录因子PDX1的敲低通过调节AFP和ALB的表达导致肝脏类器官的肝脏成熟。这种在单细胞水平上对肝脏类器官转录组和表观基因组的综合分析可能有助于更好地理解肝脏发育过程中的调控网络以及成熟人类肝脏模型的进一步发展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa0a/10481365/88546e43cba0/fx1.jpg

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