High-throughput single-cell RNA-Seq profiling of DMSO-differentiated Huh7.5.1 undergoing or not long-term HCV infection
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ABSTRACT:
ORGANISM(S): Hepacivirus hominis Homo sapiens
PROVIDER: GSE81040 | GEO | 2021/07/01
REPOSITORIES: GEO
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Project description:Hepatocellular carcinoma (HCC) is the second leading cause of cancer death worldwide, indicating urgent need for preventive strategies. Cancer chemoprevention discovery is challenged by the absence of tractable and clinically relevant human model systems and the complex cell circuits supporting carcinogenesis. Here, we developed a simple and robust human liver cell-based system in which persistent hepatitis B/C virus infection or ethanol induce an HCC risk signature robustly predicting long-term HCC risk in cirrhotic patients. Using a computationally enriched small molecule cell-based screen followed by ex/in vivo validation in human liver tissues and animal models, we identified captopril as an HCC chemopreventive agent that antagonizes the EGF/EGFR pathway, a key driver of liver disease and hepatocarcinogenesis. Our system, modeling the cell circuits encoded in the clinical HCC risk signature, enables fast-track cancer chemoprevention discovery and provides an urgently needed approach for improving the dismal prognosis of patients at risk of HCC.
2021-06-28 | GSE81801 | GEO
Project description:Hepatocellular carcinoma (HCC) is the second leading cause of cancer death. Curative approaches are limited and chemoprevention is not available. A 186-gene signature in liver tissue predicts HCC risk in cirrhotic patients of various etiologies. However, the drivers of the HCC risk gene signature remain to be fully elucidated. Here, we develop a simple and robust liver cell-based system in which persistent hepatitis B and C virus infection or ethanol exposure induce this signature. We identified candidate drivers of the HCC high-risk signature and hepatocarcinogenesis and uncovered reversal of the signature by an EGFR inhibitor and pioglitazone, a computationally predicted inhibitory compound. This cell-based model unravels the cell circuits of liver disease progression and identifies HCC chemoprevention targets for clinical evaluation.
2021-06-28 | GSE66842 | GEO
Project description:Hepatocellular carcinoma (HCC) is the second leading cause of cancer death. Curative approaches are limited and chemoprevention is not available. A 186-gene signature in liver tissue predicts HCC risk in cirrhotic patients of various etiologies. However, the drivers of the HCC risk gene signature remain to be fully elucidated. Here, we develop a simple and robust liver cell-based system in which persistent hepatitis B and C virus infection or ethanol exposure induce this signature. We identified candidate drivers of the HCC high-risk signature and hepatocarcinogenesis and uncovered reversal of the signature by an EGFR inhibitor and pioglitazone, a computationally predicted inhibitory compound. This cell-based model unravels the cell circuits of liver disease progression and identifies HCC chemoprevention targets for clinical evaluation.
2021-06-28 | GSE66841 | GEO
Project description:Purpose: This study unravel the mechanisms that link viral infection and cancer Methods:Human HCC cell line and HCC liver FFPE samples from HCC patients from three etiology groups- HBV, HCV infection, or neither were taken to explore their genomic DNA in two aspects: The HCC genomic mutations within the exons of 224 candidate genes, frequently mutated in HCC, using SureSelect™ Target Enrichment System kit and the transient response of liver cells to HCV infection, in genome wide histone modifications and gene expression, as demonstrated by ChIP-Seq and RNA-Seq. Results:Mutational signature was explored by high-resolution targeted sequencing that detected low-frequency passenger mutations in 64 HCC samples from three etiology groups – HBV, HCV, or other. We identified novel distinct etiology-dependent regional mutations signatures. To explore the link between genomic signature and genome wide chromatin organization we studied the epigenetic changes occur following HCV infection. We demonstrated that HCV infection induces epigenetic changes that persist as "epigenetic signature" following virus eradication and reprogram host gene expression. High mutation rate associated with HCV etiology correlated with HCV-induced changes in epigenetic markers leading to closed chromatin. Conclusions:We present a new link between cancer causing mutagenesis, and increase in liver cancer predisposition in chronic HCV-infected individuals. The sequential events begin with HCV-specific epigenetic signature that in turn dictates a unique HCV-specific somatic mutational profile in HCC
2018-09-12 | GSE103729 | GEO
Project description:Purpose: This study unravel the mechanisms that link viral infection and cancer Methods:Human HCC cell line and HCC liver FFPE samples from HCC patients from three etiology groups- HBV, HCV infection, or neither were taken to explore their genomic DNA in two aspects: The HCC genomic mutations within the exons of 224 candidate genes, frequently mutated in HCC, using SureSelect™ Target Enrichment System kit and the transient response of liver cells to HCV infection, in genome wide histone modifications and gene expression, as demonstrated by ChIP-Seq and RNA-Seq. Results:Mutational signature was explored by high-resolution targeted sequencing that detected low-frequency passenger mutations in 64 HCC samples from three etiology groups – HBV, HCV, or other. We identified novel distinct etiology-dependent regional mutations signatures. To explore the link between genomic signature and genome wide chromatin organization we studied the epigenetic changes occur following HCV infection. We demonstrated that HCV infection induces epigenetic changes that persist as "epigenetic signature" following virus eradication and reprogram host gene expression. High mutation rate associated with HCV etiology correlated with HCV-induced changes in epigenetic markers leading to closed chromatin. Conclusions:We present a new link between cancer causing mutagenesis, and increase in liver cancer predisposition in chronic HCV-infected individuals. The sequential events begin with HCV-specific epigenetic signature that in turn dictates a unique HCV-specific somatic mutational profile in HCC
2018-09-12 | GSE103728 | GEO
Project description:Hepatocellular carcinoma (HCC) is one of the leading cause of cancer-related mortality worldwide. Liver cirrhosis is well-established risk factor of HCC development, although prevention of HCC in cirrhosis patients is challenging. By utilizing bioinformatic compound screening based on a clinical HCC-risk-predicitve gene signature, we identified captopril as a potential HCC chemoprevention agent. We tested the drug in rats with diethylnitrosamine (DEN)-induced cirrhosis and HCC, and confirmed its HCC-preventive effect.
2022-08-02 | GSE157919 | GEO
Project description:OBJECTIVE: The number of patients with HCV-related cirrhosis is increasing, leading to a rising risk of complications and death. Prognostic stratification in patients with early-stage cirrhosis is still challenging. We aimed to develop and validate a clinically useful prognostic index based on genomic and clinical variables to identify patients at high risk of disease progression. DESIGN: We developed a prognostic index, comprised of a 186-gene signature validated in our previous genome-wide profiling study, bilirubin (>1?mg/dL) and platelet count (<100?000/mm3), in an Italian HCV cirrhosis cohort (training cohort, n=216, median follow-up 10?years). The gene signature test was implemented using a digital transcript counting (nCounter) assay specifically developed for clinical use and the prognostic index was evaluated using archived specimens from an independent cohort of HCV-related cirrhosis in the USA (validation cohort, n=145, median follow-up 8?years). RESULTS: In the training cohort, the prognostic index was associated with hepatic decompensation (HR=2.71, p=0.003), overall death (HR=6.00, p<0.001), hepatocellular carcinoma (HR=3.31, p=0.001) and progression of Child-Turcotte-Pugh class (HR=6.70, p<0.001). The patients in the validation cohort were stratified into high-risk (16%), intermediate-risk (42%) or low-risk (42%) groups by the prognostic index. The high-risk group had a significantly increased risk of hepatic decompensation (HR=7.36, p<0.001), overall death (HR=3.57, p=0.002), liver-related death (HR=6.49, p<0.001) and all liver-related adverse events (HR=4.98, p<0.001). CONCLUSIONS: A genomic and clinical prognostic index readily available for clinical use was successfully validated, warranting further clinical evaluation for prognostic prediction and clinical trial stratification and enrichment for preventive interventions. 145 liver tissue needle biopsy specimens from U.S. HCV cirrhosis cohort patients with histologically proven cirrhosis lacking evidence and a history of hepatic decompensation or HCC.
2014-08-22 | E-GEOD-54100 | biostudies-arrayexpress
Project description:The hepatitis C virus (HCV) is one of the major risk factors for the development of hepatocellular carcinoma (HCC). Nevertheless, transgenic mice which express the whole HCV polyprotein (HCV-Tg) do not develop HCC. Whereas chronic HCV infection causes inflammation in patients, in HCV-Tg mice, the host immune reaction against viral proteins is lacking. We aimed to test the role of HCV proteins in HCC development on the background of chronic inflammation in vivo. We crossed the HCV-Tg mice which do not produce HCC with the Mdr2-knockout (Mdr2-KO) mice which develop inflammation-associated HCC, to generate Mdr2-KO/HCV-Tg mice. We studied the effect of the HCV transgene on tumor incidence, hepatocyte mitosis and apoptosis, and on gene expression in the liver of produced mice.
2009-03-22 | GSE12184 | GEO
Project description:The hepatitis C virus (HCV) is one of the major risk factors for the development of hepatocellular carcinoma (HCC). Nevertheless, transgenic mice which express the whole HCV polyprotein (HCV-Tg) do not develop HCC. Whereas chronic HCV infection causes inflammation in patients, in HCV-Tg mice, the host immune reaction against viral proteins is lacking. We aimed to test the role of HCV proteins in HCC development on the background of chronic inflammation in vivo. We crossed the HCV-Tg mice which do not produce HCC with the Mdr2-knockout (Mdr2-KO) mice which develop inflammation-associated HCC, to generate Mdr2-KO/HCV-Tg mice. We studied the effect of the HCV transgene on tumor incidence, hepatocyte mitosis and apoptosis, and on gene expression in the liver of produced mice.
2009-03-22 | GSE12183 | GEO
Project description:BACKGROUND & AIMS: Although patients infected by genotype 1b hepatitis C virus (HCV) with Q(70) and/or M(91)core gene mutations have an almost five-fold increased risk of developing hepatocellular carcinoma (HCC) and increased insulin resistance, the absence of a suitable experimental system has precluded direct experimentation on the effects of these mutations on cellular gene expression. METHODS: HuH7 cells were treated long-term with human serum to induce differentiation and to produce a model system for testing high-risk and control HCV. For clinical validation, profiles of infected cells were compared to each other and to those of liver biopsies of patients with early-stage HCV-related cirrhosis followed prospectively for up to 23 years (n=216). RESULTS: Long-term culture in human serum produced growth-arrested, hepatocyte-like cells whose gene profile overlapped significantly with that of primary human hepatocytes. High-risk (Q(70)/M(91)) and control (R(70)/L(91)) viruses had dramatically different effects on gene expression of these cells. The high-risk virus enhanced expression of pathways associated with cancer and type II diabetes, while the control virus enhanced pathways associated with oxidative phosphorylation. Of special clinical relevance, the transcriptome of cells replicating the high-risk virus correlated significantly with an HCC high-risk profile in patients (Bonferroni-corrected p=0.03), whereas no such association was observed for non-HCC-related clinical outcomes. CONCLUSIONS: The cell-based system allowed direct head-to-head comparison of HCV variants, and provided experimental support for previous clinical data indicating an oncogenic effect of core gene mutations. This simple experimental system distinguished HCV variants and will enable future mechanistic analysis and exploration of interventional approaches.
2016-12-11 | GSE64605 | GEO