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.

Abstract

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.

Related Concept Videos

Epigenetic Regulation01:37

Epigenetic Regulation

Epigenetic changes alter the physical structure of the DNA without changing the genetic sequence and often regulate whether genes are turned on or off. This regulation ensures that each cell produces only proteins necessary for its function. For example, proteins that promote bone growth are not produced in muscle cells. Epigenetic mechanisms play an essential role in healthy development. Conversely, precisely regulated epigenetic mechanisms are disrupted in diseases like cancer.
X-chromosome...
3.7K
Tumor Progression02:07

Tumor Progression

Tumor progression is a phenomenon where the pre-formed tumor acquires successive mutations to become clinically more aggressive and malignant. In the 1950s, Foulds first described the stepwise progression of cancer cells through successive stages.
Colon cancer is one of the best-documented examples of tumor progression. Early mutation in the APC gene in colon cells causes a small growth on the colon wall called a polyp. With time, this polyp grows into a benign, pre-cancerous tumor. Further...
7.2K
Cancer-Critical Genes II: Tumor Suppressor Genes01:05

Cancer-Critical Genes II: Tumor Suppressor Genes

Genes usually encode proteins necessary for the proper functioning of a healthy cell. Mutations can often cause changes to the gene expression pattern, thereby altering the phenotype.
When the function of certain critical genes, especially those involved in cell cycle regulation and cell growth signaling cascades, gets disrupted, it upsets the cell cycle progression. Such cells with unchecked cell cycles start proliferating uncontrollably and eventually develop into tumors.
Such genes that act...
9.3K
mTOR Signaling and Cancer Progression03:03

mTOR Signaling and Cancer Progression

The mammalian target of rapamycin or mTOR protein was discovered in 1994 due to its direct interaction with rapamycin. The protein gets its name from a yeast homolog called TOR. The mTOR protein complex in mammalian cells plays a major role in balancing anabolic processes such as the synthesis of proteins, lipids, and nucleotides and catabolic processes, such as autophagy in response to environmental cues, such as availability of nutrients and growth factors.
The mTOR pathway or the...
4.5K