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

被引:7
作者
Kim, Jong-Hwan [1 ]
Mun, Seon Ju [2 ,4 ]
Kim, Jeong-Hwan [3 ]
Son, Myung Jin [2 ,4 ,5 ]
Kim, Seon-Young [1 ,2 ,4 ]
机构
[1] Korean Bioinformat Ctr, Daejeon, South Korea
[2] Stem Cell Convergence Res Ctr, Daejeon, South Korea
[3] Korea Res Inst Biosci & Biotechnol KRIBB, Personalized Genom Med Res Ctr, Daejeon, South Korea
[4] Univ Sci & Technol UST, Dept Funct Genom, Daejeon, South Korea
[5] Sungkyunkwan Univ, Sch Pharm, Suwon 16419, South Korea
基金
新加坡国家研究基金会;
关键词
GENE-EXPRESSION; HUMAN LIVER; ENRICHMENT ANALYSIS; DIFFERENTIATION; PROMOTER; INDUCTION; REGULATOR; PHENOTYPE; CYP3A5;
D O I
10.1016/j.isci.2023.107675
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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 in vitro human liver models.
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页数:24
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