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Epigenomic Alterations in Breast Carcinoma from Primary Tumor to Locoregional Recurrences
- Source :
- PLoS ONE, PLoS ONE, Public Library of Science, 2014, 9 (8), pp.e103986. ⟨10.1371/journal.pone.0103986⟩, PLoS ONE, 2014, 9 (8), pp.e103986. ⟨10.1371/journal.pone.0103986⟩, PLoS ONE, Vol 9, Iss 8, p e103986 (2014)
- Publication Year :
- 2014
- Publisher :
- HAL CCSD, 2014.
-
Abstract
- IntroductionEpigenetic modifications such as aberrant DNA methylation has long been associated with tumorogenesis. Little is known, however, about how these modifications appear in cancer progression. Comparing the methylome of breast carcinomas and locoregional evolutions could shed light on this process.MethodsThe methylome profiles of 48 primary breast carcinomas (PT) and their matched axillary metastases (PT/AM pairs, 20 cases), local recurrences (PT/LR pairs, 17 cases) or contralateral breast carcinomas (PT/CL pairs, 11 cases) were analyzed. Univariate and multivariate analyzes were performed to determine differentially methylated probes (DMPs), and a similarity score was defined to compare methylation profiles. Correlation with copy-number based score was calculated and metastatic-free survival was compared between methods.Results49 DMPs were found for the PT/AM set, but none for the others (FDR < 5%). Hierarchical clustering clustered 75% of the PT/AM, 47% of the PT/LR, and none of the PT/CL pairs together. A methylation-based score (MS) was defined as a clonality measure. The PT/AM set contained a high proportion of clonal pairs while PT/LR pairs were evenly split between high and low MS score, suggesting two groups: true recurrences (TR) and new primary tumors (NP). CL were classified as new tumors. MS score was significantly correlated with copy-number based scores. There was no significant difference between the metastatic-free survival of groups of patients based on different classifications.ConclusionEpigenomic alterations are well suited to study clonality and track cancer progression. Methylation-based classification of TR and NP performed as well as clinical and copy-number based methods suggesting that these phenomenons are tightly linked.
- Subjects :
- Epigenomics
Oncology
Pathology
Carcinogenesis
Allelic Imbalance
Biochemistry
Epigenesis, Genetic
Metastasis
0302 clinical medicine
Medicine and Health Sciences
Neoplasm Metastasis
[INFO.INFO-BI] Computer Science [cs]/Bioinformatics [q-bio.QM]
Cancer
0303 health sciences
[SDV.BIBS] Life Sciences [q-bio]/Quantitative Methods [q-bio.QM]
Multidisciplinary
Cancer Risk Factors
DNA, Neoplasm
Middle Aged
Primary tumor
[SDV.BIBS]Life Sciences [q-bio]/Quantitative Methods [q-bio.QM]
Survival Rate
030220 oncology & carcinogenesis
DNA methylation
Medicine
Epigenetics
Female
DNA modification
Breast carcinoma
Research Article
Adult
Conserving Therapy
medicine.medical_specialty
Science
Breast Neoplasms
[SDV.CAN]Life Sciences [q-bio]/Cancer
Biology
Disease-Free Survival
03 medical and health sciences
Breast cancer
[SDV.CAN] Life Sciences [q-bio]/Cancer
Internal medicine
Genetics
Cancer Detection and Diagnosis
medicine
Humans
Survival rate
030304 developmental biology
Biology and life sciences
Computational Biology
DNA
DNA Methylation
medicine.disease
Neoplasm Recurrence, Local
[INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM]
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Database :
- OpenAIRE
- Journal :
- PLoS ONE, PLoS ONE, Public Library of Science, 2014, 9 (8), pp.e103986. ⟨10.1371/journal.pone.0103986⟩, PLoS ONE, 2014, 9 (8), pp.e103986. ⟨10.1371/journal.pone.0103986⟩, PLoS ONE, Vol 9, Iss 8, p e103986 (2014)
- Accession number :
- edsair.doi.dedup.....1c6d3daad257dbc3a9d6e482bfaae3d8
- Full Text :
- https://doi.org/10.1371/journal.pone.0103986⟩