Integrative omics analysis reveals gene regulatory mechanisms distinguishing organoid-derived hepatocytes from primary human hepatocytes
Wu, H.; Yang, A. S.-P.; Stelloo, S.; Roos, F. J. M.; te Morsche, R. H. M.; Verkerk, A. H.; Luna-Velez, M. V.; Wingens, L.; de Wilt, J. H. W.; Sauerwein, R. W.; Mulder, K.; van Heeringen, S. J.; Verstegen, M.; J.W. van der Laan, L.; Marks, H.; Bartfai, R.
Show abstract
Background and AimsHepatic organoid cultures are considered a powerful model system to study liver development and diseases in vitro. However, hepatocyte-like cells differentiated from such organoids remain immature compared to primary human hepatocytes. Therefore, a comprehensive understanding of differences in gene regulatory mechanisms between primary human hepatocytes and hepatic organoids is essential to obtain functional hepatocyte-like cells in vitro for fundamental and therapeutic applications. MethodsWe obtained primary human hepatocytes at high purity from all zones of the liver lobule using an optimized two-step perfusion protocol. We captured the single-cell transcriptome and chromatin accessibility landscape using scRNA-seq and ATAC-seq, respectively. We identified key transcription factors and compared the gene regulatory mechanisms in primary human hepatocytes and (un)differentiated intrahepatic cholangiocyte organoids. Using siRNA-mediated perturbations, we showed the functional relevance of an organoid-enriched transcription factor during in vitro differentiation of hepatocyte-like cells. ResultsOur integrative omics analysis revealed that Activator Protein 1 (AP-1) family members cooperate with hepatocyte-specific transcription factors, including HNF4A, in maintaining cellular functionality of mature human hepatocytes. Comparative analysis identified distinct transcription factor sets specifically active in human hepatocytes and organoids. Amongst these ELF3 is unique to intrahepatic cholangiocyte organoids and its expression level negatively correlate with expression of hepatic marker genes. Functional analysis of ELF3 furthermore revealed that ELF3 depletion optimizes the formation of hepatocyte-like cells from intrahepatic cholangiocyte organoids. ConclusionsCollectively, our integrative analysis provides insights into the transcriptional regulatory networks of human hepatocytes and hepatic organoids, thereby informing future strategies for better establishment of urgently-needed hepatic model systems in vitro.
Matching journals
The top 13 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Patient induced pluripotent stem cell-derived hepatostellate organoids establish a basis for liver pathologies in telomeropathies 95%
- Regulation of Liver Regeneration by hepatocyte O-GlcNAcylation in mice 94%
- Mimicking tumor cell heterogeneity of colorectal cancer in a patient-derived organoid-fibroblast model 94%
Similar papers in this journal
- ONECUT2 restricts Microfold cell numbers in the small intestine; a multi-omics study 95%
- Chromatin regulatory dynamics of early human small intestinal development using a directed differentiation model 93%
- LDB1 regulates gene expression and chromatin structure in pluripotency and lineage differentiation 93%
Similar papers in this journal
- Endonucleosis mediates internalization of cytoplasm into the nucleus in senescent cells 95%
- Circulating, cell-free methylated DNA indicates cellular sources of allograft injury after liver transplant 94%
- Screening the human druggable genome identifies ABHD17B as an anti-fibrotic target in hepatic stellate cells 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.