Project description:To understand the relationship between protein expression and mRNA translation during primary hepatocytes dedifferentiation, we have employed transcriptome microarrayas a discovery platform. Rat primary hepatocytes were isolated by the method of two-step enzymes perfusion and then cultured on mono-layer in vitro. Samples at 0h( just after perfusion, before planking) , 6h, 12h ,24h and 48h were collected. Integrative analysis of transcriptome and whole cell proteomics (WCP) leaded us to realize the poor correlation of them. This discovery made us realize that targeting mRNA was far from enough in illustrating this process. It would provide new insights from the aspects of post-translational modifications(PTMs).Post-translational modifications play important role in numorous biological and pathological process, but a few reports are related to primary hepatocytes dedifferentiation process, and there is still no integrative proteomics analysis in this field yet. In this study, we perform ubiquitinome phosphorylated proteome, whole cell proteome and transcriptome simultaneously during the five different time points of dedifferentiation in vitro quantified over 6000 modified sites mapping to over 2000 proteins. And comprehensive analysis of these datasets provides novel insight in this field.
Project description:Advances in 3D cell culture systems, including the hepatic organoids, has shown the potential to model the liver development in vitro. However, hepatocyte-like cells obtained by these means are still immature compared to the primary human hepatocytes. Here we applied single-cell RNA-seq and ATAC-seq to identify gene regulatory mechanisms distinct to mature human hepatocytes (in vivo) and organoid derived hepatocyte like cells (in vitro). Using a modified two-step perfusion protocol, primary hepatocytes from all lobular zones were obtained with high purity. Integrative analysis revealed a key role of transcription factors of the AP-1 family in cooperation with hepatocyte-specific transcription factors, such as HNF4A, in establishing cellular identity of mature hepatocytes. Furthermore, it revealed distinct transcription factor sets required/active in human hepatocytes and liver organoids. Function analysis of an organoid-enriched transcription factor ELF3, showed that decreased expression of ELF3 in liver organoids promotes increased expression of genes typical to mature hepatocytes. This study indicates that ELF3 functions as a barrier of hepatocyte differentiation from liver organoids. Collectively, our integrative analysis provides critical insights into the transcriptional regulatory networks of human hepatocytes and liver organoids, which will further efficient differentiation of functional hepatocytes in vitro.
Project description:Advances in 3D cell culture systems, including the hepatic organoids, has shown the potential to model the liver development in vitro. However, hepatocyte-like cells obtained by these means are still immature compared to the primary human hepatocytes. Here we applied single-cell RNA-seq and ATAC-seq to identify gene regulatory mechanisms distinct to mature human hepatocytes (in vivo) and organoid derived hepatocyte like cells (in vitro). Using a modified two-step perfusion protocol, primary hepatocytes from all lobular zones were obtained with high purity. Integrative analysis revealed a key role of transcription factors of the AP-1 family in cooperation with hepatocyte-specific transcription factors, such as HNF4A, in establishing cellular identity of mature hepatocytes. Furthermore, it revealed distinct transcription factor sets required/active in human hepatocytes and liver organoids. Function analysis of an organoid-enriched transcription factor ELF3, showed that decreased expression of ELF3 in liver organoids promotes increased expression of genes typical to mature hepatocytes. This study indicates that ELF3 functions as a barrier of hepatocyte differentiation from liver organoids. Collectively, our integrative analysis provides critical insights into the transcriptional regulatory networks of human hepatocytes and liver organoids, which will further efficient differentiation of functional hepatocytes in vitro.
Project description:Advances in 3D cell culture systems, including the hepatic organoids, has shown the potential to model the liver development in vitro. However, hepatocyte-like cells obtained by these means are still immature compared to the primary human hepatocytes. Here we applied single-cell RNA-seq and ATAC-seq to identify gene regulatory mechanisms distinct to mature human hepatocytes (in vivo) and organoid derived hepatocyte like cells (in vitro). Using a modified two-step perfusion protocol, primary hepatocytes from all lobular zones were obtained with high purity. Integrative analysis revealed a key role of transcription factors of the AP-1 family in cooperation with hepatocyte-specific transcription factors, such as HNF4A, in establishing cellular identity of mature hepatocytes. Furthermore, it revealed distinct transcription factor sets required/active in human hepatocytes and liver organoids. Function analysis of an organoid-enriched transcription factor ELF3, showed that decreased expression of ELF3 in liver organoids promotes increased expression of genes typical to mature hepatocytes. This study indicates that ELF3 functions as a barrier of hepatocyte differentiation from liver organoids. Collectively, our integrative analysis provides critical insights into the transcriptional regulatory networks of human hepatocytes and liver organoids, which will further efficient differentiation of functional hepatocytes in vitro.