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
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Korean Bioinformat Ctr, Daejeon, South KoreaKorean Bioinformat Ctr, Daejeon, South Korea
Kim, Jong-Hwan
[1
]
Mun, Seon Ju
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Stem Cell Convergence Res Ctr, Daejeon, South Korea
Univ Sci & Technol UST, Dept Funct Genom, Daejeon, South KoreaKorean Bioinformat Ctr, Daejeon, South Korea
Mun, Seon Ju
[2
,4
]
Kim, Jeong-Hwan
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Korea Res Inst Biosci & Biotechnol KRIBB, Personalized Genom Med Res Ctr, Daejeon, South KoreaKorean Bioinformat Ctr, Daejeon, South Korea
Kim, Jeong-Hwan
[3
]
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Son, Myung Jin
[2
,4
,5
]
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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
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.
机构:
Univ Colorado, Sect Clin Genet & Metab, Dept Pediat, Anschutz Med Campus, Aurora, CO USAUniv Colorado, Sect Clin Genet & Metab, Dept Pediat, Anschutz Med Campus, Aurora, CO USA
Baker, Peter R., II
Friedman, Jacob E.
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Univ Colorado, Sect Neonatol, Dept Pediat, Anschutz Med Campus, Aurora, CO USA
Univ Colorado, Dept Biochem & Mol Genet, Anschutz Med Campus, Aurora, CO USA
Univ Colorado, Dept Med, Div Endocrinol Diabet & Metab, Anschutz Med Campus, Aurora, CO USAUniv Colorado, Sect Clin Genet & Metab, Dept Pediat, Anschutz Med Campus, Aurora, CO USA
机构:
Univ Colorado, Sect Clin Genet & Metab, Dept Pediat, Anschutz Med Campus, Aurora, CO USAUniv Colorado, Sect Clin Genet & Metab, Dept Pediat, Anschutz Med Campus, Aurora, CO USA
Baker, Peter R., II
Friedman, Jacob E.
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机构:
Univ Colorado, Sect Neonatol, Dept Pediat, Anschutz Med Campus, Aurora, CO USA
Univ Colorado, Dept Biochem & Mol Genet, Anschutz Med Campus, Aurora, CO USA
Univ Colorado, Dept Med, Div Endocrinol Diabet & Metab, Anschutz Med Campus, Aurora, CO USAUniv Colorado, Sect Clin Genet & Metab, Dept Pediat, Anschutz Med Campus, Aurora, CO USA