Related Experiment Video
Updated: Apr 25, 2026

Performing Data Mining And Integrative Analysis Of Biomarker in Breast Cancer Using Multiple Publicly Accessible Databases
Published on: May 17, 2019
Exploring breast carcinogenesis through integrative genomics and epigenomics analyses.
Chin Minning1, Norfilza Mohd Mokhtar1, Norlia Abdullah2
1UKM Medical Molecular Biology Institute, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia.
This study links DNA methylation patterns to gene expression in Asian breast cancer tissues. Integrative analysis revealed key genes and pathways involved in breast cancer development, offering potential therapeutic targets.
Area of Science:
- Genomics and Epigenetics
- Cancer Biology
- Molecular Pathology
Background:
- DNA methylation alterations are implicated in breast cancer, but links to gene expression are underexplored.
- Limited data exists from Asian populations, highlighting a need for regional epigenetic and transcriptomic analysis.
- Understanding epigenome-transcriptome correlations is crucial for identifying breast cancer drivers and therapeutic targets.
Purpose of the Study:
- To investigate DNA methylation patterns and gene expression profiles in primary breast tumors from an Asian cohort.
- To correlate epigenetic modifications with gene expression changes and identify associated molecular pathways.
- To discover potential gene signatures and therapeutic targets for breast cancer.
Main Methods:
- DNA methylation profiling using Illumina Infinium HumanMethylation27 BeadChip on 76 tumor and 25 normal tissues.
- Gene expression profiling via Affymetrix GeneChip Human Gene 1.0 ST array on 15 tumor and 5 normal tissues.
- Integrative analysis of methylation and expression data, pathway mapping using KEGG database.
Main Results:
- Identified 1,389 hypermethylated and 22 hypomethylated CpG sites in cancer versus normal samples.
- Detected 404 upregulated and 463 downregulated genes in cancer samples.
- Found 51 genes with hypermethylation and low expression (negative association) and 13 with hypermethylation and high expression (positive association), notably in focal adhesion and ECM-receptor interaction pathways.
Conclusions:
- Integrative analysis of epigenome and transcriptome data in the same tissues provides focused gene signatures.
- Epigenetic changes correlate with gene expression, offering insights into breast cancer's molecular regulation.
- Identified gene signatures represent potential targets for future breast cancer therapeutic interventions.
Related Concept Videos
Mutagenicity and Carcinogenicity
Cancer Prevention
Some...
Cancer-Critical Genes II: Tumor Suppressor Genes
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...
Cancer-Critical Genes I: Proto-oncogenes
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...
Cancer-Critical Genes I: Proto-oncogenes
Tumor Progression
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...

