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Identification of Circular RNAs using RNA Sequencing
Published on: November 14, 2019
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HCC: RNA-Sequencing in Cirrhosis
Haoyu Wang1, Wenjie Shi1, Jing Lu1
1Department of General Surgery, Shanghai General Hospital Affiliated to Shanghai Jiaotong University, School of Medicine, Shanghai Jiao Tong University, Shanghai 200080, China.
Biomolecules
|January 21, 2023
Summary
Hepatocellular carcinoma (HCC) development involves significant mRNA changes, with fatty acid metabolism identified as a key pathway. A new prognostic signature effectively predicts survival and links to the tumor immune environment in cirrhotic HCC.
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Hepatocellular carcinoma (HCC) is a leading cause of cancer death, often arising from chronic liver disease and cirrhosis.
- The precise molecular mechanisms driving HCC development from cirrhosis remain incompletely understood.
- Identifying molecular alterations is crucial for improving HCC prognosis.
Purpose of the Study:
- To investigate transcriptome-wide mRNA expression changes during HCC development from cirrhosis.
- To identify key molecular pathways, particularly fatty acid metabolism (FAM), involved in HCC progression.
- To develop and validate a prognostic signature for cirrhotic HCC patients.
Main Methods:
- RNA-sequencing was performed on cirrhosis, HCC, and adjacent non-tumor tissues.
- Bioinformatic analyses, including Mfuzz clustering and enrichment analysis, identified differentially expressed genes (DEGs) and pathways.
- A FAM-related prognostic signature was constructed using TCGA data and validated in independent cohorts.
Main Results:
- 2012 differentially expressed mRNAs were identified between tissue types.
- Fatty acid metabolism was highlighted as a critical pathway in HCC development.
- A FAM-based prognostic model and nomogram accurately predicted survival in cirrhotic HCC patients.
- The prognostic signature correlated with the tumor immune microenvironment.
- ADH1C was found to be downregulated in HCC, and its silencing promoted HCC cell proliferation and motility.
Conclusions:
- Transcriptome analysis reveals significant mRNA alterations and implicates fatty acid metabolism in cirrhotic HCC.
- A novel FAM-related prognostic signature offers predictive value for HCC patient outcomes and immune relevance.
- ADH1C represents a potential tumor suppressor in HCC, warranting further investigation.
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