Identification and functional analysis of eRNA markers for hepatocellular carcinoma based on high-throughput data
Chen, Z.; Chen, J.; Zhang, R.; Zhu, Y.; Feng, D.; Han, H.; Li, T.; Liu, X.; Wang, X.; Wang, Z.; Wang, H.; Wang, L.; Li, B.; Li, J.
Show abstract
Hepatocellular carcinoma (HCC) is a common type of liver cancer with a high mortality rate. enhancer RNA (eRNA) has been proved to play an important role in cancer progress and development. However, the eRNA studies in HCC are still limited. In this study, we attempted to identify some eRNA biomarkers for HCC diagnosis and analyzed their biological function. First, we identified three eRNA biomarkers (CAP2e, COLEC10e, and MARCOe), which were significant differentially expressed between tumor and normal tissues in 115 HCC patients across three datasets. CAP2e demonstrated upregulation in tumors while COLEC10e and MARCOe were downregulated. These results could be validated in TCGA-LIHC data. There were significant positive correlations between the expression of these eRNAs and their host genes. Then, functional enrichment analysis of protein-coding genes associated with the eRNA biomarkers revealed their involvement in cancer-related pathways. MARCOe was suggested to be a potential target for therapeutic drugs in HCC by a drug related study. The next, survival analysis demonstrated significant prognostic values of these eRNAs in prediction of overall survival. Immune infiltration analysis revealed a positive correlation between MARCOe expression and immune cell infiltration level. Finally, we found similar expression patterns of these eRNA biomarkers in other cancers, such as cholangiocarcinoma, through a pan-cancer comparison. CAP2e and COLEC10e in HCC were validated by other studies. However, the studies about MARCOe in HCC were limited. In conclusion, as best as our knowledge, it is the first time to identify three eRNA biomarkers for HCC diagnosis. These biomarkers are proved to be involved in HCC progress and development, have prognosis prediction values, and are potential to be therapeutic targets.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Construction of competing endogenous RNA interaction networks as prognostic markers in metastatic melanoma 95%
- A comprehensive algorithmic dissection yields biomarker discovery and insights into the discrete stage-wise progression of colorectal cancer 94%
- Prognostic Analysis of Histopathological Images Using Pre-Trained Convolutional Neural Networks 93%
Similar papers in this journal
- Identification of Platform-Independent Diagnostic Biomarker Panel for Hepatocellular Carcinoma using Large-scale Transcriptomics Data 97%
- Analysis and Identification of Necroptosis Landscape on Therapy and Prognosis in Bladder Cancer 95%
- Comprehensive network analysis reveals alternative splicing-related lncRNAs in hepatocellular carcinoma 95%
Similar papers in this journal
- Hepatic resection versus transarterial chemoembolization for the intermediate stage hepatocellular carcinoma: A cohort study 94%
- AATF Inhibition Exerts Antiangiogenic Effects AgainstHuman Hepatocellular Carcinoma 94%
- Patient stratification of clear cell renal cell carcinoma using the global transcription factor activity landscape derived from RNA-seq data 94%
Similar papers in this journal
- Long-read single-cell sequencing reveals expressions of hypermutation clusters of isoforms in human liver cancer cells 94%
- Mapping of single-cell landscape of acral melanoma and analysis of molecular regulatory network of tumor microenvironment 93%
- RGS10 deficiency facilitates distant metastasis by inducing epithelial-mesenchymal transition in breast cancer 93%
Similar papers in this journal
- Impact of SETD8/KMT5A Overexpression on Hepatocellular Carcinoma Progression and Prognosis 95%
- Significantly different expression levels of microRNAs associated with vascular invasion in hepatocellular carcinoma and their prognostic significance after surgical resection 94%
- Bioinformatics analysis of immune-related prognostic genes and immunotherapy in renal clear cell carcinoma 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.