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

作者: Ramon Diaz-Uriarte , Emiliano Honrado , Juan Cruz Cigudosa , Manel Esteller , Lorenzo Melchor

DOI:

关键词: DNA methylationTumor progressionGermlineBreast cancerTumor suppressor geneComparative genomic hybridizationEpigeneticsSomatic cellBiologyCancer research

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

参考文章(34)
A Osorio, A Barroso, B Martínez, A Cebrián, J M San Román, F Lobo, M Robledo, J Benítez, Molecular analysis of the BRCA1 and BRCA2 genes in 32 breast and/or ovarian cancer Spanish families British Journal of Cancer. ,vol. 82, pp. 1266- 1270 ,(2000) , 10.1054/BJOC.1999.1089
Richard A Olshen, Charles J Stone, Leo Breiman, Jerome H Friedman, Classification and regression trees ,(1983)
Ritva Karhu, Rosa B. Barkardottir, Bjarni A. Agnarsson, Jorma Isola, Oskar Johannsson, Åke Borg, Minna Tanner, Håkan Olsson, Olli-P. Kallioniemi, Mika Tirkkonen, Sigurdur Ingvarsson, Distinct Somatic Genetic Changes Associated with Tumor Progression in Carriers of BRCA1 and BRCA2 Germ-line Mutations Cancer Research. ,vol. 57, pp. 1222- 1227 ,(1997)
Aron Goldhirsch, William C. Wood, Richard D. Gelber, Alan S. Coates, Beat Thürlimann, Hans-Jörg Senn, Meeting Highlights: Updated International Expert Consensus on the Primary Therapy of Early Breast Cancer Journal of Clinical Oncology. ,vol. 21, pp. 3357- 3365 ,(2003) , 10.1200/JCO.2003.04.576
Maria Kirchhoff, Tommy Gerdes, Hanne Rose, Jan Maahr, Anne Marie Ottesen, Claes Lundsteen, Detection of chromosomal gains and losses in comparative genomic hybridization analysis based on standard reference intervals. Cytometry. ,vol. 31, pp. 163- 173 ,(1998) , 10.1002/(SICI)1097-0320(19980301)31:3<163::AID-CYTO3>3.0.CO;2-M
E. C. Gunther, D. J. Stone, R. W. Gerwien, P. Bento, M. P. Heyes, Prediction of clinical drug efficacy by classification of drug-induced genomic expression profiles in vitro Proceedings of the National Academy of Sciences of the United States of America. ,vol. 100, pp. 9608- 9613 ,(2003) , 10.1073/PNAS.1632587100
Ingrid Hedenfalk, David Duggan, Yidong Chen, Michael Radmacher, Michael Bittner, Richard Simon, Paul Meltzer, Barry Gusterson, Manel Esteller, Mark Raffeld, Zohar Yakhini, Amir Ben-Dor, Edward Dougherty, Juha Kononen, Lukas Bubendorf, Wilfrid Fehrle, Stefania Pittaluga, Sofia Gruvberger, Niklas Loman, Oskar Johannsson, Håkan Olsson, Benjamin Wilfond, Guido Sauter, Olli-P. Kallioniemi, Åke Borg, Jeffrey Trent, Gene-Expression Profiles in Hereditary Breast Cancer The New England Journal of Medicine. ,vol. 344, pp. 539- 548 ,(2001) , 10.1056/NEJM200102223440801
Gro Oddveig Ness, Helle Lybaek, Gunnar Houge, Usefulness of high‐resolution comparative genomic hybridization (CGH) for detecting and characterizing constitutional chromosome abnormalities American Journal of Medical Genetics. ,vol. 113, pp. 125- 136 ,(2002) , 10.1002/AJMG.10593
Aurélie Catteau, William H Harris, Chun-Fang Xu, Ellen Solomon, Methylation of the BRCA1 promoter region in sporadic breast and ovarian cancer: correlation with disease characteristics Oncogene. ,vol. 18, pp. 1957- 1965 ,(1999) , 10.1038/SJ.ONC.1202509
R. Simon, M. D. Radmacher, K. Dobbin, L. M. McShane, Pitfalls in the use of DNA microarray data for diagnostic and prognostic classification Journal of the National Cancer Institute. ,vol. 95, pp. 14- 18 ,(2003) , 10.1093/JNCI/95.1.14