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Updated: Jan 2, 2026

An Integrated Platform for Genome-wide Mapping of Chromatin States Using High-throughput ChIP-sequencing in Tumor Tissues
Published on: April 5, 2018
Integrative Analysis Reveals Comprehensive Altered Metabolic Genes Linking with Tumor Epigenetics Modification in
Yahui Shi1, Jinfen Wei1, Zixi Chen1
1School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, China.
Background:
Cancer cells undergo various rewiring of metabolism and dysfunction of epigenetic modification to support their biosynthetic needs. Although the major features of metabolic reprogramming have been elucidated, the global metabolic genes linking epigenetics were overlooked in pan-cancer.
Objectives:
Identifying the critical metabolic signatures with differential expressions which contributes to the epigenetic alternations across cancer types is an urgent issue for providing the potential targets for cancer therapy.
Method:
The differential gene expression and DNA methylation were analyzed by using the 5726 samples data from the Cancer Genome Atlas (TCGA).
Results:
Firstly, we analyzed the differential expression of metabolic genes and found that cancer underwent overall metabolism reprogramming, which exhibited a similar expression trend with the data from the Gene Expression Omnibus (GEO) database. Secondly, the regulatory network of histone acetylation and DNA methylation according to altered expression of metabolism genes was summarized in our results. Then, the survival analysis showed that high expression of DNMT3B had a poorer overall survival in 5 cancer types. Integrative altered methylation and expression revealed specific genes influenced by DNMT3B through DNA methylation across cancers. These genes do not overlap across various cancer types and are involved in different function annotations depending on the tissues, which indicated DNMT3B might influence DNA methylation in tissue specificity.
Conclusions:
Our research clarifies some key metabolic genes, ACLY, SLC2A1, KAT2A, and DNMT3B, which are most disordered and indirectly contribute to the dysfunction of histone acetylation and DNA methylation in cancer. We also found some potential genes in different cancer types influenced by DNMT3B. Our study highlights possible epigenetic disorders resulting from the deregulation of metabolic genes in pan-cancer and provides potential therapy in the clinical treatment of human cancer.
Insights
This study reveals key metabolic genes linked to epigenetic changes in cancer. Deregulation of these genes, like DNMT3B, impacts cancer progression and suggests new therapeutic targets.
Area of Science:
- Oncology
- Epigenetics
- Cancer Metabolism
Background:
- Cancer cells exhibit metabolic reprogramming and epigenetic dysfunction to meet biosynthetic demands.
- While metabolic reprogramming is studied, the link between global metabolic genes and epigenetics in pan-cancer remains underexplored.
Purpose of the Study:
- To identify critical metabolic signatures with differential expression contributing to epigenetic alterations across various cancer types.
- To uncover potential therapeutic targets for cancer treatment by understanding these metabolic and epigenetic links.
Main Methods:
- Analysis of differential gene expression and DNA methylation using 5726 samples from The Cancer Genome Atlas (TCGA).
- Comparison with Gene Expression Omnibus (GEO) database data to validate metabolic gene expression trends.
- Construction of regulatory networks for histone acetylation and DNA methylation based on altered metabolic gene expression.
Main Results:
- Confirmed overall metabolism reprogramming in cancer with consistent expression trends across datasets.
- Identified a regulatory network linking metabolic gene expression to histone acetylation and DNA methylation.
- High expression of DNA methyltransferase 3B (DNMT3B) correlated with poorer overall survival in 5 cancer types.
- DNMT3B influences tissue-specific DNA methylation, affecting distinct gene sets across different cancers.
Conclusions:
- Key metabolic genes (ACLY, SLC2A1, KAT2A, DNMT3B) are significantly disordered, contributing to epigenetic dysfunction in cancer.
- DNMT3B plays a role in tissue-specific epigenetic alterations in cancer.
- The study highlights epigenetic disorders arising from metabolic gene deregulation in pan-cancer, offering potential therapeutic strategies.
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