DNA methylation and gene expression profiling reveal potential association of retinol metabolism related genes with hepatocellular carcinoma development
We observed widespread hypomethylation in HCCs compared to NATs. Methylation levels in distinct genomic regions exhibited significant differences between HCCs and NATs. We identified 247,632 differentially methylated regions (DMRs) and 4,926 differentially expressed genes (DEGs) between HCCs and NATs. Integrated analysis of DNA methylation and RNA-seq data identified 987 methylation-driven candidate genes, with 970 showing upregulation and 17 showing downregulation. Four genes involved in the retinol metabolic pathway, namely <i>ADH1A</i>, <i>CYP2A6</i>, <i>CYP2C8</i>, and <i>CYP2C19</i>, were identified as hyper-downregulated genes. Their expression levels could stratify HCCs into three subgroups with distinct survival outcomes, immune cell infiltration, and tumor microenvironments. Validation of these findings in an independent dataset yielded similar outcomes, confirming the high concordance and potential prognostic value of these genes. ScRNA seq data revealed the low expression of these genes in immune cells, emphasizing their role in promoting malignant cell proliferation and migration. In conclusion, this study provides insights into the molecular characteristics of HCC, revealing the involvement of retinol metabolism-related genes in the development and progression of HCC. These findings have implications for HCC diagnosis, prognosis prediction, and the development of therapeutic targets.
Authors
- Zhuanyun Du
- Yanteng Zhao (ORCID: https://orcid.org/0000-0002-9725-5776)
- Shaochi Wang (ORCID: https://orcid.org/0000-0001-5347-833X)
- Qiankun Yang (ORCID: https://orcid.org/0000-0003-2850-6065)
- Yanli Chang
- Kangkang Wan (ORCID: https://orcid.org/0000-0002-9139-0707)
- Lianglu Zhang (ORCID: https://orcid.org/0000-0003-1953-8954)
- Jing Wang (ORCID: https://orcid.org/0000-0001-7199-4784)
- Shuya Wang (ORCID: https://orcid.org/0000-0002-2624-8130)
- Wei Zhang (ORCID: https://orcid.org/0000-0003-4858-0684)
- Dihan Zhou
- Lanlan Dong (ORCID: https://orcid.org/0000-0003-2565-9437)
Institutions
- First Affiliated Hospital of Zhengzhou University (CN)
Publication Details
- Journal
- PeerJ
- Published
- 2024-08-23
- DOI
- https://doi.org/10.7717/peerj.17916
- Citations
- 10
- Primary Topic
- Epigenetics and DNA Methylation
- Type
- article
- Field-Weighted Citation Impact
- 2.34
Funders
- Wuhan University
- Zhongnan Hospital of Wuhan University