Cargando…

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

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 t...

Descripción completa

Detalles Bibliográficos
Autores principales: Kim, Jong-Hwan, Mun, Seon Ju, Kim, Jeong-Hwan, Son, Myung Jin, Kim, Seon-Young
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10481365/
https://www.ncbi.nlm.nih.gov/pubmed/37680467
http://dx.doi.org/10.1016/j.isci.2023.107675
_version_ 1785101960477671424
author Kim, Jong-Hwan
Mun, Seon Ju
Kim, Jeong-Hwan
Son, Myung Jin
Kim, Seon-Young
author_facet Kim, Jong-Hwan
Mun, Seon Ju
Kim, Jeong-Hwan
Son, Myung Jin
Kim, Seon-Young
author_sort Kim, Jong-Hwan
collection PubMed
description 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.
format Online
Article
Text
id pubmed-10481365
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-104813652023-09-07 Integrative analysis of single-cell RNA-seq and ATAC-seq reveals heterogeneity of induced pluripotent stem cell-derived hepatic organoids Kim, Jong-Hwan Mun, Seon Ju Kim, Jeong-Hwan Son, Myung Jin Kim, Seon-Young iScience Article 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. Elsevier 2023-08-18 /pmc/articles/PMC10481365/ /pubmed/37680467 http://dx.doi.org/10.1016/j.isci.2023.107675 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Kim, Jong-Hwan
Mun, Seon Ju
Kim, Jeong-Hwan
Son, Myung Jin
Kim, Seon-Young
Integrative analysis of single-cell RNA-seq and ATAC-seq reveals heterogeneity of induced pluripotent stem cell-derived hepatic organoids
title Integrative analysis of single-cell RNA-seq and ATAC-seq reveals heterogeneity of induced pluripotent stem cell-derived hepatic organoids
title_full Integrative analysis of single-cell RNA-seq and ATAC-seq reveals heterogeneity of induced pluripotent stem cell-derived hepatic organoids
title_fullStr Integrative analysis of single-cell RNA-seq and ATAC-seq reveals heterogeneity of induced pluripotent stem cell-derived hepatic organoids
title_full_unstemmed Integrative analysis of single-cell RNA-seq and ATAC-seq reveals heterogeneity of induced pluripotent stem cell-derived hepatic organoids
title_short Integrative analysis of single-cell RNA-seq and ATAC-seq reveals heterogeneity of induced pluripotent stem cell-derived hepatic organoids
title_sort integrative analysis of single-cell rna-seq and atac-seq reveals heterogeneity of induced pluripotent stem cell-derived hepatic organoids
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10481365/
https://www.ncbi.nlm.nih.gov/pubmed/37680467
http://dx.doi.org/10.1016/j.isci.2023.107675
work_keys_str_mv AT kimjonghwan integrativeanalysisofsinglecellrnaseqandatacseqrevealsheterogeneityofinducedpluripotentstemcellderivedhepaticorganoids
AT munseonju integrativeanalysisofsinglecellrnaseqandatacseqrevealsheterogeneityofinducedpluripotentstemcellderivedhepaticorganoids
AT kimjeonghwan integrativeanalysisofsinglecellrnaseqandatacseqrevealsheterogeneityofinducedpluripotentstemcellderivedhepaticorganoids
AT sonmyungjin integrativeanalysisofsinglecellrnaseqandatacseqrevealsheterogeneityofinducedpluripotentstemcellderivedhepaticorganoids
AT kimseonyoung integrativeanalysisofsinglecellrnaseqandatacseqrevealsheterogeneityofinducedpluripotentstemcellderivedhepaticorganoids