Gene expression profiling of hepatitis B- and hepatitis C-related hepatocellular carcinoma using graphical Gaussian modeling
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE44074 | GEO | 2013/11/14
SECONDARY ACCESSION(S): PRJNA188509
REPOSITORIES: GEO
Similar Datasets
Project description:Gene expression profiling of hepatocellular carcinoma (HCC) and background liver has been studied extensively; however, the relationship between the gene expression profiles of different lesions has not been assessed. We examined the expression profiles of 34 HCC specimens (17 hepatitis B virus [HBV]-related and 17 hepatitis C virus [HCV]-related) and 71 non-tumor liver specimens (36 chronic hepatitis B [CH-B] and 35 chronic hepatitis C [CH-C]) using an in-house cDNA microarray consisting of liver-predominant genes. Graphical Gaussian modeling (GGM) was applied to elucidate the interactions of gene clusters among the HCC and non-tumor lesions. Gene expression profiling of HCC and non-tumor lesions revealed the predisposing changes of gene expression in HCC. This approach has potential for the early diagnosis and possible prevention of HCC. We examined the expression profiles of 34 HCC specimens (17 hepatitis B virus [HBV]-related and 17 hepatitis C virus [HCV]-related) and 71 non-tumor liver specimens (36 chronic hepatitis B [CH-B] and 35 chronic hepatitis C [CH-C]) using an in-house cDNA microarray consisting of liver-predominant genes. Graphical Gaussian modeling (GGM) was applied to elucidate the interactions of gene clusters among the HCC and non-tumor lesions.
2013-11-14 | E-GEOD-44074 | biostudies-arrayexpress
Project description:Background: Several studies have investigated the association of miRNAs with hepatocellular carcinoma (HCC) but the data are not univocal. Methods: We performed a microarray study of miRNAs in hepatitis C virus (HCV)-associated HCC and other liver diseases and healthy conditions. Results and Conclusions: The simultaneous comparison of different liver diseases and normal livers allowed the identification of 18 miRNAs exclusively expressed in HCV-associated HCC, with sensitivity and specificity values of diagnostic-grade. A total number of 76 liver specimens obtained from 43 patients were analyzed: 26 liver specimens obtained from 10 patients with HCV-associated HCC, including 9 specimens from the tumor area (HCC) and 17 specimens from the surrounding non-tumorous tissue affected by cirrhosis (HCC-CIR); 18 specimens from 10 patients with HCV-associated cirrhosis without HCC (CIR); 13 specimens from 4 patients with HBV-associated acute liver failure (ALF); 12 specimens from 12 liver donors (LD); and 7 from normal liver of 7 subjects who underwent hepatic resection for liver angioma (NL).
2013-02-20 | E-GEOD-40744 | biostudies-arrayexpress
Project description:Hepatitis B virus (HBV) infection is one of the major causes of hepatocellular carcinoma (HCC). Nucleos(t)ide analogue (NA) therapy is effective to reduce the HCC incidence, while it doesn’t completely prevent HCC. In this study, we explored the involvement of microRNA (miRNA) in the post-NA treatment HCC development. Chronic hepatitis B (CHB) patients who received NA treatment (n = 18) were divided into 2 groups: those who didn’t develop HCC during the follow-up period (non-HCC group) and those who developed HCC after treatment (HCC group). Liver specimens were obtained before and after NA therapy, and HCC tissues were also obtained from the HCC group patients. Normal liver tissues were also obtained from 4 liver hemangioma patients who underwent surgical resection. miRNA expression was analyzed using Agilent miRNA microarray V3.
2018-09-23 | GSE110217 | GEO
Project description:Previous studies have identified several microRNAs (miRNAs) that may coordinate multiple pathways associated with age-related carcinogenesis. We compared hepatic miRNA expression patterns in chronic hepatitis (CH) and hepatocellular carcinoma (HCC) to elucidate age-related differences potentially underlying hepatocarcinogenesis. 2565 miRNAs in 360 liver tissues specimens were analyzed.
2020-06-20 | GSE147887 | GEO
Project description:Previous studies have identified several microRNAs (miRNAs) that may coordinate multiple pathways associated with age-related carcinogenesis. We compared hepatic miRNA expression patterns in chronic hepatitis (CH) and hepatocellular carcinoma (HCC) to elucidate age-related differences potentially underlying hepatocarcinogenesis. 2565 miRNAs in 97 liver tissues specimens were analyzed.
2020-06-20 | GSE147889 | GEO
Project description:Gene-expression profiles of hepatitis C-related, early-stage liver cirrhosis Background & Aims: Liver cirrhosis affects 1%M-bM-^HM-^R2% of population and is the major risk factor of hepatocellular carcinoma (HCC). Hepatitis C cirrhosis-related HCC is the most rapidly increasing cause of cancer death in the US. Non-invasive methods have been developed to identify patients with asymptomatic, early-stage cirrhosis, increasing the burden of HCC surveillance, but biomarkers are needed to identify patients with cirrhosis who are most in need of surveillance. We investigated whether a liver-derived 186-gene signature previously associated with outcomes of patients with HCC is prognostic for patients newly diagnosed with cirrhosis but without HCC. Methods: We performed gene expression profile analysis of formalin-fixed needle biopsies from the livers of 216 patients with hepatitis C-related early-stage (Child-Pugh class A) cirrhosis who were prospectively followed for a median of 10 years at an Italian center. We evaluated whether the 186-gene signature was associated with death, progression of cirrhosis, and development of HCC. Results: Fifty-five (25%), 101 (47%), and 60 (28%) patients were classified as having poor-, intermediate-, and good-prognosis signatures, respectively. In multivariable Cox regression modeling, the poor-prognosis signature was significantly associated with death (P=.004), progression to advanced cirrhosis (P<.001), and development of HCC (P=.009). The 10-year rates of survival were 63%, 74%, and 85% and the annual incidences of HCC were 5.8%, 2.2%, and 1.5% for patients with poor-, intermediate-, and good-prognosis signatures, respectively. Conclusions: A 186-gene signature used to predict outcomes of patients with HCC is also associated with outcomes of patients with hepatitis C-related early-stage cirrhosis. This signature might be used to identify patients with cirrhosis in most need of surveillance and strategies to prevent their development of HCC. 216 liver biopsy specimens
2013-01-22 | E-GEOD-15654 | biostudies-arrayexpress
Project description:We attempted to development prediction methods for hepatocellular carcinoma (HCC) in chronic hepatitis C patients who have been successfully treated by anti-viral therapy. 2565 miRNAs in 43 liver tissues specimens were analyzed.
2020-01-24 | GSE119156 | GEO
Project description:The molecular mechanisms whereby hepatitis B virus (HBV) induces hepatocellular carcinoma (HCC) remain elusive. We used genomic and molecular techniques to investigate host-virus interactions by mapping the entire liver of patients with HCC. We compared the gene signature of whole liver tissue (WLT) versus laser capture-microdissected (LCM) hepatocytes with intrahepatic expression of HBV. Gene expression profiling was performed on up to 17 WLT specimens obtained at various distances from the tumor center in individual livers of 11 patients with HCC and on selected LCM samples. HBV biomarkers were determined by real-time PCR and confocal immunofluorescence. Analysis of 5 areas of the liver showed a sharp change in gene expression between the immediate perilesional area and tumor periphery that correlated with a significant decrease in the intrahepatic expression of HBsAg. The tumor was characterized by a large preponderance of down-regulated genes, mostly involved in the metabolism of lipid and fatty acid, glucose, amino acids and drugs, with down-regulation of pathways involved in the activation of PXR/RXR and PPARa/RXRa nuclear receptors, comprising PGC1 and FOXO1, two key regulators of the hepatic metabolic functions and HBV transcription. These findings were confirmed by gene expression of microdissected hepatocytes. However, LCM of malignant hepatocytes also revealed up-regulation of unique genes associated with cancer and signaling pathways, including two novel HCC-associated cancer testis antigen (CTA) genes, NUF2 and TTK. HCC-associated with HBV is characterized by a metabolism switch-off and by a significant reduction in HBsAg. LCM proved to be a critical tool to validate gene signatures associated with HCC and to identify genes that may play a role in hepatocarcinogenesis opening new perspectives for the discovery of novel diagnostic markers and therapeutic targets. Samples were obtained at various distances from the tumor center in individual livers of 11 patients with HBV-associated HCC. Whole liver tissue samples were compared to LCM samples of malignant and non-malignant hepatocytes obtained from the same livers. This dataset is part of the TransQST collection.
2014-12-22 | E-GEOD-55092 | biostudies-arrayexpress
Project description:BACKGROUND: Hepatocellular carcinoma (HCC) is a common complication of chronic viral hepatitis. In support of this notion, we have reported that hepatitis B surface antigen (HBsAg)-specific CD8+ T lymphocytes critically contribute to inducing chronic liver cell injury that exerts high carcinogenic potential in a hepatitis B virus (HBV) Tg mouse model. The dynamics of the molecular signatures responsible for hepatocellular carcinogenesis are not fully understood. The current study was designed to determine the serial changes in gene expression profiles in a model of chronic immune-mediated hepatitis. METHODS: Three-month-old HBV Tg mice were immunologically reconstituted with bone marrow cells and splenocytes from syngeneic nonTg donors. Liver tissues were obtained every three months until 18 months at which time all mice developed multiple liver tumors. Nitrative DNA lesions and hepatocyte turnover were assessed immunohistochemically. Gene expression profiles were generated by extracting total RNA from the tissues and analyzing by microarray. RESULTS: The nitrative DNA lesions and the regenerative proliferation of hepatocytes were increased during the progression of chronic liver disease. In a gene expression profile analysis of liver samples, the chemokine- and T cell receptor (TCR)-mediated pathways were enhanced during chronic hepatitis, and the EGF- and VEGF-mediated pathways were induced in HCC. Among these molecules, the protein levels of STAT3 were greatly enhanced in all hepatocyte nuclei and further elevated in the cytoplasm in HCC tissue samples at 18 months, and the levels of phosphorylated TP53 (p-p53-Ser 6 and -Ser 15) were increased in liver tissues. CONCLUSIONS: HBV-specific immune responses caused unique molecular signatures in the liver tissues of chronic hepatitis and triggered subsequent carcinogenic gene expression profiles in a mouse model. The results suggest a plausible molecular basis responsible for HBV-induced immune pathogenesis of HCC.
2017-08-29 | GSE103205 | GEO
Project description:Background & aims: The role of microRNAs (miRNAs) in Alcoholic Hepatitis (AH) and their potential as therapeutic targets in liver disease has not been explored yet. This study aims at profiling miRNA in AH and identifying dysregulated miRNAs involved in AH pathophysiology. Methods: miRNA expression arrays were performed in 13 AH, 5 alcohol liver disease-induced cirrhosis (ALD-CH), 5 nonalcoholic steatohepatitis induced cirrhosis (NASH-CH), 4 HCV-induced cirrhosis (HCV-CH) and 6 non-injured liver control samples. Genome wide expression profile was retrieved for 12 paired AH and control samples. MiRNA and mRNA expression data was integrated and identified miRNAs were validated in AH samples and in animal models of liver injury. Results: The miRNA array showed 111 upregulated and 66 downregulated miRNAs in AH versus healthy subjects. The comparison of miRNA profile in liver samples from AH among ALD-CH, HCV-CH and NASH-CH identified 18 miRNAs specifically dysregulated in AH. Integrative miRNA and mRNA analysis in AH identified dysregulated miRNAs for which their target genes were also dysregulated. A functional analysis of identified miRNAs and their targets revealed their involvement in the regulation of canonical pathways related to apoptosis, fatty acid metabolism and cell cycle among others. miRNAs expression (miR-182, miR-21, miR-155, miR-214, miR-432, miR-422a) was validated in an independent cohort of AH. MiR-182 expression correlated with cholestasis, disease severity and short-term mortality. Moreover, miR-182 expression is associated to cholestasis with ductular reaction but not to fibrosis and inflammation in animal models of liver injury. Conclusions: AH is characterized by an important dysregulation of miRNA expression with a unique miRNA profile. MiRNAs specifically expressed in AH are associated to cholestasis⦠Uncovered miRNAs are involved in important pathophysiological features in AH suggesting ta regulation of he role of miRNAs in the regulation of AH, and highlight miR-182 as a potential regulator of its pathophysiology. miRNA expression arrays were performed in 13 AH(Alcoholic hepatitis), 5 alcohol liver disease-induced cirrhosis (ALD-CH), 5 nonalcoholic steatohepatitis induced cirrhosis (NASH-CH), 4 HCV-induced cirrhosis (HCV-CH) and 6 non-injured liver control samples(CTRL).
2016-08-02 | E-GEOD-59492 | biostudies-arrayexpress