Related Experiment Video
Updated: Jul 2, 2026

Cancer-Associated Fibroblasts from Mouse Mammary Tumors as Tools for Molecular and Computational Studies
Published on: July 3, 2025
Functional genomics of cancer
1Genome Institute of Singapore, 1 Science Park Road #05-01, Science Park II, Singapore. gisliue@nus.edu.sg
Cancer genomics reveals that despite diverse genetic events, cancer cells converge on a few key pathways. Understanding gene expression networks is crucial for explaining cancer phenotypes and virulence.
Area of Science:
- Oncology
- Genomics
- Molecular Biology
Background:
- Cancer genomics identifies mutations and rearrangements linked to cancer susceptibility and phenotype.
- Functional genomics analyzes comprehensive genetic alterations and dynamic network changes in cancer cells.
- The transcriptome is commonly analyzed, with increasing focus on the proteome.
Purpose of the Study:
- To review the functional consequences of cancer genomic alterations.
- To focus on the transcriptome and perturbed gene expression in cancer.
- To highlight recent advancements in ultra-high-throughput sequencing and computational strategies.
Main Methods:
- Review of recent literature (past two years) on cancer genomics and functional genomics.
- Analysis of ultra-high-throughput sequencing data and computational discovery strategies.
- Focus on transcriptome and gene expression perturbations.
Main Results:
- Ultra-high-throughput sequencing and computational methods provide precise and comprehensive analyses.
- Despite diverse genetic and epigenetic events, cancer behavior converges on a finite number of pathways.
- Interconnectivity of regulatory mechanisms suggests additive effects of numerous aberrations.
Conclusions:
- Functional genomics, particularly transcriptome analysis, is key to understanding cancer phenotypes.
- Recent technological advancements have revolutionized the precision of cancer genomic analysis.
- The complexity of gene regulatory networks may necessitate a re-evaluation of driver vs. passenger mutation concepts in cancer virulence.
Related Concept Videos
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
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 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 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...
Genomics
Cancers Originate from Somatic Mutations in a Single Cell

