Literature DB >> 15709182

A predictor based on the somatic genomic changes of the BRCA1/BRCA2 breast cancer tumors identifies the non-BRCA1/BRCA2 tumors with BRCA1 promoter hypermethylation.

Sara Alvarez1, Ramon Diaz-Uriarte, Ana Osorio, Alicia Barroso, Lorenzo Melchor, Maria Fe Paz, Emiliano Honrado, Raquel Rodríguez, Miguel Urioste, Laura Valle, Orland Díez, Juan Cruz Cigudosa, Joaquin Dopazo, Manel Esteller, Javier Benitez.   

Abstract

The genetic changes underlying in the development and progression of familial breast cancer are poorly understood. To identify a somatic genetic signature of tumor progression for each familial group, BRCA1, BRCA2, and non-BRCA1/BRCA2 (BRCAX) tumors, by high-resolution comparative genomic hybridization, we have analyzed 77 tumors previously characterized for BRCA1 and BRCA2 germ line mutations. Based on a combination of the somatic genetic changes observed at the six most different chromosomal regions and the status of the estrogen receptor, we developed using random forests a molecular classifier, which assigns to a given tumor a probability to belong either to the BRCA1 or to the BRCA2 class. Because 76.5% (26 of 34) of the BRCAX cases were classified with our predictor to the BRCA1 class with a probability of >50%, we analyzed the BRCA1 promoter region for aberrant methylation in all the BRCAX cases. We found that 15 of the 34 BRCAX analyzed tumors had hypermethylation of the BRCA1 gene. When we considered the predictor, we observed that all the cases with this epigenetic event were assigned to the BRCA1 class with a probability of >50%. Interestingly, 84.6% of the cases (11 of 13) assigned to the BRCA1 class with a probability >80% had an aberrant methylation of the BRCA1 promoter. This fact suggests that somatic BRCA1 inactivation could modify the profile of tumor progression in most of the BRCAX cases.

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Year:  2005        PMID: 15709182

Source DB:  PubMed          Journal:  Clin Cancer Res        ISSN: 1078-0432            Impact factor:   12.531


  29 in total

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2.  Germline promoter hypermethylation in BRCA1 and BRCA2 genes is not present in hereditary breast cancer patients.

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4.  Mammary gland biology and breast cancer. Conference on Common Molecular Mechanisms of Mammary Gland Development and Breast Cancer Progression.

Authors:  Sharon F McGee; Fiona Lanigan; Emer Gilligan; Bernd Groner
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Review 5.  Genomic instability in breast and ovarian cancers: translation into clinical predictive biomarkers.

Authors:  Marieke A Vollebergh; Jos Jonkers; Sabine C Linn
Journal:  Cell Mol Life Sci       Date:  2011-09-16       Impact factor: 9.261

6.  A Comparison of Logistic Regression, Logic Regression, Classification Tree, and Random Forests to Identify Effective Gene-Gene and Gene-Environmental Interactions.

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7.  Epigenetic silencing contributes to the loss of BRMS1 expression in breast cancer.

Authors:  Brandon J Metge; Andra R Frost; Judy A King; Donna Lynn Dyess; Danny R Welch; Rajeev S Samant; Lalita A Shevde
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8.  Epigenetic regulation of estrogen receptor alpha gene expression in the mouse cortex during early postnatal development.

Authors:  Jenne M Westberry; Amanda L Trout; Melinda E Wilson
Journal:  Endocrinology       Date:  2009-12-04       Impact factor: 4.736

9.  MYC overexpression and poor prognosis in sporadic breast cancer with BRCA1 deficiency.

Authors:  Jie Ren; Feng Jin; Zhaojin Yu; Lin Zhao; Lin Wang; Xuefeng Bai; Haishan Zhao; Weifan Yao; Xiaoyi Mi; Enhua Wang; Olufunmilayo I Olopade; Minjie Wei
Journal:  Tumour Biol       Date:  2013-07-17

10.  Methylation not a frequent "second hit" in tumors with germline BRCA mutations.

Authors:  Amy M Dworkin; Andrew D Spearman; Stephanie Y Tseng; Kevin Sweet; Amanda Ewart Toland
Journal:  Fam Cancer       Date:  2009-04-02       Impact factor: 2.375

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