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1.
Technol Cancer Res Treat ; 20: 15330338211041425, 2021.
Article in English | MEDLINE | ID: mdl-34866477

ABSTRACT

Background: Liver progenitor cells (LPCs) play significant roles in the development and progression of hepatocellular carcinoma (HCC). However, no studies on the value of LPC-related genes for evaluating HCC prognosis exist. We developed a gene signature of LPC-related genes for prognostication in HCC. Methods: To identify LPC-related genes, we analyzed mRNA expression arrays from a dataset (GSE57812 & GSE 37071) containing LPCs, mature hepatocytes, and embryonic stem cell samples. HCC RNA-Seq data from The Cancer Genome Atlas (TCGA) were used to explore the differentially expressed genes (DEGs) related to prognosis through DEG analysis and univariate Cox regression analysis. Lasso and multivariate Cox regression analyses were performed to construct the LPC-related gene prognostic model in the TCGA training dataset. This model was validated in the TCGA testing set and an external dataset (International Cancer Genome Consortium [ICGC] dataset). Finally, we investigated the relationship between this prognostic model with tumor-node-metastasis stage, tumor grade, and vascular invasion of HCC. Results: Overall, 1770 genes were identified as LPC-related genes, of which 92 genes were identified as DEGs in HCC tissues compared with normal tissues. Furthermore, we randomly assigned patients from the TCGA dataset to the training and testing cohorts. Twenty-six DEGs correlated with overall survival (OS) in the univariate Cox regression analysis. Lasso and multivariate Cox regression analyses were performed in the TCGA training set, and a 3-gene signature was constructed to stratify patients into 2 risk groups: high-risk and low-risk. Patients in the high-risk group had significantly lower OS than those in the low-risk group. Receiver operating characteristic curve analysis confirmed the signature's predictive capacity. Moreover, the risk score was confirmed to be an independent predictor for patients with HCC. Conclusion: We demonstrated that the LPC-related gene signature can be used for prognostication in HCC. Thus, targeting LPCs may serve as a therapeutic alternative for HCC.


Subject(s)
Carcinoma, Hepatocellular/genetics , Liver Neoplasms/genetics , Stem Cells , Transcriptome , AMP-Activated Protein Kinases/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Carcinoma, Hepatocellular/secondary , Databases, Genetic , Enhancer of Zeste Homolog 2 Protein/genetics , Female , Gene Expression Profiling , Humans , Liver Neoplasms/pathology , Male , Middle Aged , Neoplasm Grading , Neoplasm Invasiveness/genetics , Neoplasm Staging , Oligonucleotide Array Sequence Analysis , Osteopontin/genetics , Prognosis , Proportional Hazards Models , RNA, Messenger/metabolism , ROC Curve , Retrospective Studies , Risk Assessment/methods , Survival Rate , Young Adult
2.
J Cell Biochem ; 120(3): 4385-4397, 2019 03.
Article in English | MEDLINE | ID: mdl-30260040

ABSTRACT

Acetaminophen (APAP) is a widely used over-the-counter analgesic and antipyretic. It can cause hepatotoxicity. Recent studies demonstrated that hydrogen sulfide (H2 S) exhibits cell protection in several cell types. This study was designed to investigate whether H 2 S ameliorated APAP-induced acute liver injury and to elucidate its mechanisms. In this study, we analyzed the detailed biological and molecular processes of APAP-induced hepatotoxicity using a bioinformatics analysis, which showed that apoptosis and the c-Jun N-terminal kinase (JNK)/mitogen-activated protein kinase pathway were confirmed to play critical roles in these processes. We further investigated the protective effects of H 2 S on APAP-induced hepatotoxicity. In vivo, we observed that the exogenous supplement of H 2 S ameliorated APAP-induced liver injury. Cystathionine-ß-synthase (CBS) and cystathionine-γ-lyase (CSE) systems were the endogenous pathway of H 2 S. The expression of CBS/CSE was decreased in APAP-treated mice, while H 2 S could significantly restore it. In addition, APAP-induced JNK activation was inhibited by H 2 S in vivo. In vitro, H 2 S abolished the active effects of APAP on caspase3, Bax, and Bcl-2 expressions as well as JNK phosphorylation in hepatocytes. It was found through flow cytometry that the amount of APAP-induced apoptotic hepatocytes was decreased in the presence of H 2 S. In conclusion, our results suggested that H 2 S attenuated APAP-induced apoptosis in hepatocytes through JNK/MAPK siganaling pathway.


Subject(s)
Acetaminophen/adverse effects , Apoptosis/drug effects , Chemical and Drug Induced Liver Injury/metabolism , Hepatocytes/metabolism , MAP Kinase Signaling System/drug effects , Acetaminophen/pharmacology , Animals , Apoptosis Regulatory Proteins/metabolism , Cell Line , Chemical and Drug Induced Liver Injury/pathology , Hepatocytes/pathology , Humans , Hydrogen Sulfide , MAP Kinase Kinase 4/metabolism , Male , Mice , Mitogen-Activated Protein Kinase Kinases/metabolism
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