Author:
Singh Prithvi,Gurung Rishabh,Sultan Armiya,Dohare Ravins
Abstract
Abstract
Background
Hepatocellular carcinoma (HCC) is the most common primary liver cancer. It has the sixth most incident cases with poor prognosis. Adipokines are known to have been linked with oncogenesis and progression of HCC.
Methods
We extracted TCGA-HCC data and identified differentially expressed genes (DEGs) using R. Genes of adipokines and adipogenesis family were scrutinized from DEGs and expression of genes in normal versus tumor patients was studied. Prognostic and stage plot analyses were performed, and key genes were selected. Pathway and gene ontology (GO) enrichment analysis was conducted. Expression analysis based on nodal metastasis, tumor protein p53 (TP53) mutation and tumor grade, and mutation analysis was performed using UALCAN and cBioPortal. Tumor infiltration analysis was performed to study the correlation of gene expression with tumor-infiltrating immune cells.
Results
We found four genes apelin (APLN), aldehyde dehydrogenase, mitochondrial (ALDH2), E2F transcription factor 1 (E2F1) and phosphoenolpyruvate carboxykinase, cytosolic (PCK1) highly associated with HCC. APLN and E2F1 were upregulated and ALDH2 and PCK1 were downregulated in HCC patients. High expression of APLN and E2F1 and low expression of ALDH2 and PCK1 resulted in poor prognosis of HCC patients. In expression analysis, ALDH2 showed significant change in all three categories. PCK1 showed highest mutation of out all $$4$$
4
genes in HCC patients. T cell CD8+ is found to be positively correlated with APLN, ALDH2 and E2F1 and macrophages showed a positive correlation with APLN and E2F1.
Conclusions
ALDH2 and PCK1 are great prognostic biomarkers and play a vital role in the development of HCC. Overexpression of ALDH2 and PCK1 can be a potential treatment strategy for HCC.
Publisher
Springer Science and Business Media LLC
Cited by
6 articles.
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