RNA-sequencing with human liver organoids derived from human induced pluripotent stem cells
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE141183 | GEO | 2020/10/18
REPOSITORIES: GEO
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Project description:Drug-Induced-Liver-Injury (DILI) is a leading cause of termination in drug development programs and removal of drugs from the market because of inability to identify potential patients prior to clinical testing. Here, we approached a polygenic risk score (PRS) based strategy by aggregating effects of numerous genome-wide loci identified from previous large-scale genome-wide association studies (GWAS). The PRS predicted the susceptibility to DILI in patients in a clinical trial, and in multi-donor derived primary hepatocytes and stem cell-derived organoids. Pathway analysis highlighted processes previously implicated in DILI, including unfolded protein responses and oxidative stress alleviated by a potent antioxidant. Furthermore, hepatocytic transcriptomic signatures related to polygenic score identified potential drugs with clinical DILI evidence through in silico 941 compound screening. This genetic-, cellular-, organoid- and human-scale evidence underscored the polygenic architectures underlying DILI vulnerability at the level of hepatocytes, thus facilitating future mechanistic studies. Moreover, the proposed “polygenicity-in-a-dish” strategy potentially will contribute to prospective designs of safer, more efficient, and robust clinical trials.
2020-09-07 | GSE152447 | GEO
Project description:Primary hepatocytes have been widely explored as cell sources for the study of in vitro drug metabolism and pharmacokinetics (DMPK). Aiming toward establishing an in vitro drug screening method, the current study illustrated a comprehensive increase in the DMPK-related gene expression of nanopillar (NP)-cultured 3D-spheroid. To examine the expressional changes in DMPK-related genes under four different conditions, namely, NP-, sandwich (SW)-, monolayer (ML)-cultured rat hepatocytes, and freshly isolated hepatocytes, genome-wide gene-expression analysis using a DNA microarray was performed. Among the DMPK-related genes, cytochrome P450, UDP-glucuronosyltransferase, and transporter genes were focused on. Principal component analysis showed that the global gene expression profile in sample from NP culture is closer to that from freshly isolated hepatocytes than that from SW culture. The expressions of almost all Cyp 1 to 3 and Ugt genes of NP-cultured 3-D spheroid were higher than those of ML and SW. The expression of Abcc2 gene whose translation product has a critical role in excretion of metabolized bile acids in hepatocyte to bile canaliculi was three times higher in NP than in ML. From these results, 3-D spheroid formed by the NP culture was suggested to possess higher ability of metabolism and excretion than conventional 2-D monolayer culture. The NP culture has a potential as an alternative culturing technique for evaluating metabolism and toxicity toward the development of new drugs. Gene expression in rat hepatocyte was measured under four different conditions, namely, Nanopillar (NP)-, sandwich (SW)-, monolayer (ML)-cultured rat hepatocytes, and freshly isolated hepatocytes. Three independent experiments were performed at 95 hours of post-seeding.
2015-06-25 | E-GEOD-38950 | biostudies-arrayexpress
Project description:Chimeric mice with humanized livers are considered a useful animal model for predicting human drug metabolism and toxicity. In this study, the characteristics of fresh h-hepatocytes (cFHHs, PXB-cells®) isolated from chimeric mice (PXB-mice®) were evaluated in vitro to confirm their utility for drug development. The cFHHs cultured at high density (2.13 × 10^5 cells/cm2) displayed stable production of human albumin and cytochrome P450 (CYP) 3A activities for at least 21 days. The mRNA expression levels of 10 of 13 CYPs, UDP-glucuronosyltransferase (UGP), and transporters were maintained at >10% of the levels of freshly isolated cFHHs after 21 days. From 7-days cultured cFHHs at high density, many bile canaliculi were observed between cFHHs, and the accumulation of multidrug resistance-associated protein (MRP2) and bile salt export pump (BSEP) substrates in these bile canaliculi was clearly inhibited by cyclosporin A. We used microarrays to elucidate global gene expressions underlying this higher hepatic functions of high density cultured cFHHs (PXB-cells). Microarray analysis revealed that high density cultured cFHHs maintained high expressions of some transcription factors (HNF4α, PXR, and FXR) perhaps involved in the high CYP, UGT and transporter gene expressions of cFHHs.
2020-08-07 | GSE153298 | GEO
Project description:Primary hepatocytes have been widely explored as cell sources for the study of in vitro drug metabolism and pharmacokinetics (DMPK). Aiming toward establishing an in vitro drug screening method, the current study illustrated a comprehensive increase in the DMPK-related gene expression of nanopillar (NP)-cultured 3D-spheroid. To examine the expressional changes in DMPK-related genes under four different conditions, namely, NP-, sandwich (SW)-, monolayer (ML)-cultured rat hepatocytes, and freshly isolated hepatocytes, genome-wide gene-expression analysis using a DNA microarray was performed. Among the DMPK-related genes, cytochrome P450, UDP-glucuronosyltransferase, and transporter genes were focused on. Principal component analysis showed that the global gene expression profile in sample from NP culture is closer to that from freshly isolated hepatocytes than that from SW culture. The expressions of almost all Cyp 1 to 3 and Ugt genes of NP-cultured 3-D spheroid were higher than those of ML and SW. The expression of Abcc2 gene whose translation product has a critical role in excretion of metabolized bile acids in hepatocyte to bile canaliculi was three times higher in NP than in ML. From these results, 3-D spheroid formed by the NP culture was suggested to possess higher ability of metabolism and excretion than conventional 2-D monolayer culture. The NP culture has a potential as an alternative culturing technique for evaluating metabolism and toxicity toward the development of new drugs.
2015-06-25 | GSE38950 | GEO
Project description:Drug induced liver injury (DILI) is still a major reason for drug attrition during clinical trials and market-withdrawal of already approved drugs. DILI is difficult to predict in animal models, hence more suitable screening methods are needed to predict adverse effects in human. Here, transcriptomic data from short- and long-term cultured primary human hepatocytes exposed to the human hepatotoxin Chlorpromazine was analysed.
2013-08-05 | E-MTAB-1747 | biostudies-arrayexpress
Project description:Induced pluripotent stem cells (iPSCs) are similar to embryonic stem cells and can be generated from somatic cells. We have generated episomal plasmid-based and integration-free iPSCs (E-iPSCs) from human fetal foreskin fibroblast cells (HFF1). E-iPSCs were fully characterized and their transcriptomes are more similar to that of hESCs (R2 = 0.9363) in comparison to viral-derived HFF1-iPSCs (R2 = 0.8176). We used an E-iPSC-line to model hepatogenesis in vitro. The differentiation of iPSCs into hepatocyte-like cells (HLCs) is a three-step process, from the undifferentiated E-iPSC to definitive endoderm (DE), hepatic endoderm (HE) and ultimately HLCs. The HLCs were characterized biochemically, i.e. glycogen storage, ICG uptake and release, UREA and bile acid production, as well as CYP3A4 activity. Ultra-structure analysis by electron microscopy revealed the presence of lipid and glycogen storage, tight junctions and bile canaliculi- all typical features of hepatocytes. Furthermore, the transcriptome of undifferentiated E-iPSC, DE, HE and HLCs were compared to that of fetal liver and primary human hepatocytes (PHH). K-means clustering identified 100 clusters which include developmental stage-specific groups of genes, e.g. OCT4 expression at the undifferentiated stage, SOX17 marking the DE stage, DLK and HNF6 the HE stage, HNF4a and Albumin is specific to HLCs, fetal liver and adult liver (PHH) stage. The lack of viral DNA integrations in these E-iPSCs endow them superior to viral-derived iPSCs for (i) modeling gene regulatory networks associated with hepatogenesis and gastrulation in general, (ii) toxicology studies and (iii) drug screening platforms.
2017-09-06 | GSE66282 | GEO
Project description:BACKGROUND & AIMS: c-Jun N-terminal kinase (JNK)1 and JNK2 are expressed in hepatocytes and have overlapping and distinct functions. JNK proteins are activated, via phosphorylation, in response to acetaminophen- or CCl4-induced liver damage; the level of activation correlates with the degree of injury. SP600125, a JNK inhibitor, has been reported to block acetaminophen-induced liver injury. We investigated the role of JNK in drug-induced liver injury (DILI) in liver tissues from patients and in mice with genetic deletion of JNK in hepatocytes. METHODS: We studied liver sections from patients with DILI (due to acetaminophen, phenprocoumon, non-steroidal anti-inflammatory drugs or autoimmune hepatitis), or patients without acute liver failure (controls), collected from a DILI Biobank in Germany. Levels of total and activated (phosphorylated) JNK were measured by immunohistochemistry and western blotting. Mice with hepatocyte-specific deletion of Jnk1 (Jnk1Îhepa) or combination of Jnk1 and Jnk2 (JnkÎhepa), as well as Jnk1-floxed C57BL/6 (control) mice, were given injections of CCl4 (to induce fibrosis) or acetaminophen (to induce toxic liver injury). We performed gene expression microarray, and phosphoproteomic analyses to determine mechanisms of JNK activity in hepatocytes. RESULTS: Liver samples from DILI patients contained more activated JNK, predominantly in nuclei of hepatocytes and in immune cells, than healthy tissue. Administration of acetaminophen to JnkÎhepa mice produced a greater level of liver injury than that observed in Jnk1Îhepa or control mice, based on levels of serum markers and microscopic and histologic analysis of liver tissues. Administration of CCl4 also induced stronger hepatic injury in JnkÎhepa mice, based on increased inflammation, cell proliferation, and fibrosis progression, compared to Jnk1Îhepa or control mice. Hepatocytes from JnkÎhepa mice given acetaminophen had an increased oxidative stress response, leading to decreased activation of AMPK, total protein AMPK levels, and pJunD and subsequent necrosis. Administration of SP600125 before or with acetaminophen protected JnkÎhepa and control mice from liver injury. CONCLUSIONS: In hepatocytes, JNK1 and JNK2 appear to have combined effects in protecting mice from CCl4- and acetaminophen-induced liver injury. It is important to study the tissue-specific functions of both proteins, rather than just JNK1, in the onset of toxic liver injury. JNK inhibition with SP600125 shows off-target effects. Livers and primary hepatocytes were isolated from wild type and JNKÎhepa (Jnk1Îhepa/global Jnk2-/-) double-knockout mice and subjected to gene expression profiling.
2016-01-04 | E-GEOD-59602 | biostudies-arrayexpress
Project description:BACKGROUND & AIMS: c-Jun N-terminal kinase (JNK)1 and JNK2 are expressed in hepatocytes and have overlapping and distinct functions. JNK proteins are activated, via phosphorylation, in response to acetaminophen- or CCl4-induced liver damage; the level of activation correlates with the degree of injury. SP600125, a JNK inhibitor, has been reported to block acetaminophen-induced liver injury. We investigated the role of JNK in drug-induced liver injury (DILI) in liver tissues from patients and in mice with genetic deletion of JNK in hepatocytes. METHODS: We studied liver sections from patients with DILI (due to acetaminophen, phenprocoumon, non-steroidal anti-inflammatory drugs or autoimmune hepatitis), or patients without acute liver failure (controls), collected from a DILI Biobank in Germany. Levels of total and activated (phosphorylated) JNK were measured by immunohistochemistry and western blotting. Mice with hepatocyte-specific deletion of Jnk1 (Jnk1Δhepa) or combination of Jnk1 and Jnk2 (JnkΔhepa), as well as Jnk1-floxed C57BL/6 (control) mice, were given injections of CCl4 (to induce fibrosis) or acetaminophen (to induce toxic liver injury). We performed gene expression microarray, and phosphoproteomic analyses to determine mechanisms of JNK activity in hepatocytes. RESULTS: Liver samples from DILI patients contained more activated JNK, predominantly in nuclei of hepatocytes and in immune cells, than healthy tissue. Administration of acetaminophen to JnkΔhepa mice produced a greater level of liver injury than that observed in Jnk1Δhepa or control mice, based on levels of serum markers and microscopic and histologic analysis of liver tissues. Administration of CCl4 also induced stronger hepatic injury in JnkΔhepa mice, based on increased inflammation, cell proliferation, and fibrosis progression, compared to Jnk1Δhepa or control mice. Hepatocytes from JnkΔhepa mice given acetaminophen had an increased oxidative stress response, leading to decreased activation of AMPK, total protein AMPK levels, and pJunD and subsequent necrosis. Administration of SP600125 before or with acetaminophen protected JnkΔhepa and control mice from liver injury. CONCLUSIONS: In hepatocytes, JNK1 and JNK2 appear to have combined effects in protecting mice from CCl4- and acetaminophen-induced liver injury. It is important to study the tissue-specific functions of both proteins, rather than just JNK1, in the onset of toxic liver injury. JNK inhibition with SP600125 shows off-target effects.
2016-01-04 | GSE59602 | GEO
Project description:Robust and scalable differentiation of human pluripotent stem cells into high-quality hepatocyte-like cells (HLC) is achieved by acting on Wnt/b-catenin and TGFb pathways and taking advantage of latest knowledge on human liver development. Obtained HLC are comparable to primary human hepatocytes and superior to stem cell-derived hepatocytes generated with previously described protocols. As a proof of concept, such HLC were used to assess drug hepatotoxicity and study human ductal plate and bile duct morphogenesis in a complex liver organoid model.
2022-02-03 | GSE152390 | GEO
Project description:RNA-Sequencing was performed on mechanically dissociated, epithelial-enriched samples, of human extrahepatic biliary tissue from Gallbladder, Common Bile Duct, and Pancreatic Duct tissues. Sequencing was also performed on in vitro cultures of Organoid cell lines at passage 5 that were derived from human Gallbladder, Common Bile Duct, Pancreatic Duct, or Intrahepatic Bile Ducts.
2019-01-20 | E-MTAB-7569 | biostudies-arrayexpress