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Updated: Nov 3, 2025

Cancer-Associated Fibroblasts from Mouse Mammary Tumors as Tools for Molecular and Computational Studies
Published on: July 3, 2025
Cancer and genomics
P A Futreal1, A Kasprzyk, E Birney
1Cancer Genome Project, Sanger Centre, Cambridge, UK.
Abstract:
Identification of the genes that cause oncogenesis is a central aim of cancer research. We searched the proteins predicted from the draft human genome sequence for paralogues of known tumour suppressor genes, but no novel genes were identified. We then assessed whether it was possible to search directly for oncogenic sequence changes in cancer cells by comparing cancer genome sequences against the draft genome. Apparently chimaeric transcripts (from oncogenic fusion genes generated by chromosomal translocations, the ends of which mapped to different genomic locations) were detected to the same degree in both normal and neoplastic tissues, indicating a significant level of false positives. Our experiment underscores the limited amount and variable quality of DNA sequence from cancer cells that is currently available.
Insights
Researchers sought novel cancer-causing genes by analyzing human genome sequences. The study found that detecting oncogenic fusion genes in cancer cells is unreliable due to high false positive rates and poor DNA quality.
Area of Science:
- Genomics
- Cancer Research
- Molecular Biology
Background:
- Identifying genes driving oncogenesis is crucial for cancer research.
- Previous efforts focused on finding novel tumor suppressor genes by comparing protein sequences.
Purpose of the Study:
- To investigate novel methods for identifying cancer-causing genes.
- To assess the feasibility of detecting oncogenic sequence changes directly in cancer genomes.
Main Methods:
- Searched the human genome sequence for paralogues of known tumor suppressor genes.
- Compared cancer genome sequences against the draft human genome to detect oncogenic sequence changes.
- Analyzed for chimaeric transcripts indicative of oncogenic fusion genes.
Main Results:
- No novel tumor suppressor genes were identified through protein sequence comparison.
- Chimaeric transcripts were detected in both normal and neoplastic tissues, indicating significant false positives.
- The study highlighted limitations in the quantity and quality of available cancer cell DNA sequences.
Conclusions:
- Directly searching for oncogenic sequence changes in cancer genomes using current methods is unreliable.
- The low quality and limited quantity of cancer DNA sequences pose significant challenges for identifying cancer-driving genes.
- Further advancements in DNA sequencing technology and data analysis are needed for accurate cancer gene discovery.
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