Transcriptionally repressed genes become aberrantly methylated and distinguish tumors of different lineages in breast cancer
Open accessAbstract
Aberrant promoter hypermethylation is frequently observed in cancer. The potential for this mechanism to contribute to tumor development depends on whether the genes affected are repressed because of their methylation. Many aberrantly methylated genes play important roles in development and are bivalently marked in ES cells, suggesting that their aberrant methylation may reflect developmental processes. We investigated this possibility by analyzing promoter methylation in 19 breast cancer cell lines and 47 primary breast tumors. In cell lines, we defined 120 genes that were significantly repressed in association with methylation (SRAM). These genes allowed the unsupervised segregation of cell lines into epithelial (EPCAM+ve) and mesenchymal (EPCAM−ve) lineages. However, the methylated genes were already repressed in normal cells of the same lineage, and >90% could not be derepressed by treatment with 5-aza-2′-deoxycytidine. The tumor suppressor genes APC and CDH1 were among those methylated in a lineage-specific fashion. As predicted by the epithelial nature of most breast tumors, SRAM genes that were methylated in epithelial cell lines were frequently aberrantly methylated in primary tumors, as were genes specifically repressed in normal epithelial cells. An SRAM gene expression signature also correctly identified the rare claudin-low and metaplastic tumors as having mesenchymal characteristics. Our findings implicate aberrant DNA methylation as a marker of cell lineage rather than tumor progression and suggest that, in most cases, it does not cause the repression with which it is associated.
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Genes repressed in a specific tissue are prone to hypermethylation in cancers derived from that tissue.
“that genes repressed in a specific tissue are prone to hypermethylation in cancers derived from that tissue [48, 49]”
From Comprehensive in silico CpG methylation analysis in hepatocellular carcinoma identifies tissue- and tumor-type specific marks disconnected from gene expression (2024) · cites this paper as [49]
The Results report that genes repressed in normal luminal epithelial cells were significantly more frequently methylated in primary breast tumors than active genes. The Discussion proposes that aberrant methylation in breast cancer affects genes already repressed through normal lineage commitment. The claim extends this breast-cancer finding to cancers derived from any tissue, which this paper does not establish. (LLM, conf=0.84)
Experimental — accuracy not yet measuredGenes specifically repressed in one tissue are prone to be hypermethylated in the corresponding tumor, which may help distinguishing the tissue of origin of the tumor.
“Moreover, it has been shown that genes specifically repressed in one tissue are prone to be hypermethylated in the corresponding tumor, which may help distinguishing the tissue of origin of the tumor [48, 49].”
From Comprehensive in silico CpG methylation analysis in hepatocellular carcinoma identifies tissue- and tumor-type specific marks disconnected from gene expression (2024) · cites this paper as [49]
The Results report that genes specifically repressed in normal luminal epithelial cells were more frequently methylated in primary breast tumors than active genes. The paper also says these methylation patterns distinguish epithelial and mesenchymal lineages within breast cancer. It does not establish that the pattern distinguishes tumors by tissue of origin across different organs. (LLM, conf=0.85)
Experimental — accuracy not yet measuredHypermethylation may be a "passenger" event, reflecting epigenetic dysregulation in cancer rather than contributing to its development.
“They support the hypothesis that hypermethylation may be a “passenger” event, reflecting epigenetic dysregulation in cancer rather than contributing to its development [48, 49].”
It has been proposed that the majority of hypermethylated genes in cancer are genes already transcriptionally repressed in the pre-cancerous tissue.
“it has also been proposed that the majority of hypermethylated genes in cancer are genes already transcriptionally repressed in the pre-cancerous tissue [48, 49].”
Aberrant DNA methylation in cancer occurs in genes normally repressed in the corresponding normal tissues.
“it has been described that aberrant DNA methylation in cancer occurs in genes normally repressed in the corresponding normal tissues [48, 49]”
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Cites
Genome-scale DNA methylation maps of pluripotent and differentiated cells
Meissner, A., Mikkelsen, T. S., Gu, H., Wernig, M., Hanna, J., Sivachenko, A., Zhang, X., Bernstein, B. E., Nusbaum, C., Jaffe, D. B., et al. (2008) · Nature · doi:10.1038/nature07107 · Cited by 2,536 · see citing works
kConFab, Lim, E., Vaillant, F., Wu, D., Forrest, N. C., Pal, B., Hart, A. H., Asselin-Labat, M.-L., Gyorki, D. E., Ward, T., et al. (2009) · Nature Medicine · doi:10.1038/nm.2000 · Cited by 1,492 · cited 2× · see citing works
“Indeed, 71 SRAM genes are included in published signatures of different cell populations purified from normal breast tissue (21), a highly significant enrichment (P=7.”
BackgroundOhm, J. E., McGarvey, K. M., Yu, X., Cheng, L., Schuebel, K. E., Cope, L., Mohammad, H. P., Chen, W., Daniel, V. C., Yu, W., et al. (2007) · Nature Genetics · doi:10.1038/ng1972 · Cited by 1,130 · see citing works
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Gordon, K., Clouaire, T., Bao, X. X., Kemp, S. E., Xenophontos, M., de Las Heras, J. I., & Stancheva, I. (2014) · Nucleic Acids Research · doi:10.1093/nar/gkt1351 · Cited by 44 · see citing works
Bilbao, I., Recalde, M., Daian, F., Herranz, J. M., Elizalde, M., Iñarrairaegui, M., Canale, M., Fernández-Barrena, M. G., Casadei-Gardini, A., Sangro, B., et al. (2024) · Journal of Physiology and Biochemistry · doi:10.1007/s13105-024-01045-8
- Authors
- Sproul, D., Nestor, C., Culley, J., Dickson, J. H., Dixon, J. M., Harrison, D. J., Meehan, R. R., Sims, A. H., & Ramsahoye, B. H.
- Affiliations
- Edinburgh Cancer Research (GB)
- MRC Human Genetics Unit (GB)
- Western General Hospital (GB)
- Breakthrough Breast Cancer Research Unit and
- ORCID
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2011-02-28
- Volume
- 108
- Issue
- 11
- Pages
- 4364-4369
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC3060255
- OpenAlex
- W2014432992
- Cited by
- 159
- References
- 3
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 4 · 2023: 17 · 2021: 8 · 2020: 7 · 2019: 11 · 2018: 12 · 2017: 16 · 2016: 14 · 2015: 10 · 2014: 15 · 2013: 21 · 2012: 16
- FWCI
- 7.52
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Edinburgh Research Explorer (University of Edinburgh) (submittedVersion, other-oa)
- St Andrews Research Repository (St Andrews Research Repository) (submittedVersion, other-oa)
- Funders
- Wellcome Trust
- Cancer Research UK
- Medical Research Council
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
- Health Sciences › Medicine › Oncology › Cancer Cells and Metastasis
- Keywords
- aberrant DNA methylation, promoter hypermethylation, transcriptional repression, breast cancer, cell lineage, epithelial-mesenchymal transition, metaplastic breast carcinoma, tumor suppressor, APC, CDH1, decitabine, gene expression signatures, breast cancer cell lines
- MeSH terms
- Breast, Breast Neoplasms, Epithelial Cells, Female, Histones, Humans, Mesoderm, Organ Specificity, Repressor Proteins, Transcription, Genetic, Gene Expression Regulation, Neoplastic, CpG Islands, Cell Lineage, DNA Methylation, Cell Line, Tumor, Genes, Neoplasm, Embryonic Stem Cells
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