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Integrated copy number and miRNA expression analysis in triple negative breast cancer of Latin American patients

Triple negative breast cancer (TNBC), a clinically aggressive breast cancer subtype, affects 15–35% of women from Latin America. Using an approach of direct integration of copy number and global miRNA profiling data, performed simultaneously in the same tumor specimens, we identified a panel of 17 m...

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Autores principales: Sugita, Bruna M., Pereira, Silma R., de Almeida, Rodrigo C., Gill, Mandeep, Mahajan, Akanksha, Duttargi, Anju, Kirolikar, Saurabh, Fadda, Paolo, de Lima, Rubens S., Urban, Cicero A., Makambi, Kepher, Madhavan, Subha, Boca, Simina M., Gusev, Yuriy, Cavalli, Iglenir J., Ribeiro, Enilze M.S.F., Cavalli, Luciane R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6817452/
https://www.ncbi.nlm.nih.gov/pubmed/31692930
http://dx.doi.org/10.18632/oncotarget.27250
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author Sugita, Bruna M.
Pereira, Silma R.
de Almeida, Rodrigo C.
Gill, Mandeep
Mahajan, Akanksha
Duttargi, Anju
Kirolikar, Saurabh
Fadda, Paolo
de Lima, Rubens S.
Urban, Cicero A.
Makambi, Kepher
Madhavan, Subha
Boca, Simina M.
Gusev, Yuriy
Cavalli, Iglenir J.
Ribeiro, Enilze M.S.F.
Cavalli, Luciane R.
author_facet Sugita, Bruna M.
Pereira, Silma R.
de Almeida, Rodrigo C.
Gill, Mandeep
Mahajan, Akanksha
Duttargi, Anju
Kirolikar, Saurabh
Fadda, Paolo
de Lima, Rubens S.
Urban, Cicero A.
Makambi, Kepher
Madhavan, Subha
Boca, Simina M.
Gusev, Yuriy
Cavalli, Iglenir J.
Ribeiro, Enilze M.S.F.
Cavalli, Luciane R.
author_sort Sugita, Bruna M.
collection PubMed
description Triple negative breast cancer (TNBC), a clinically aggressive breast cancer subtype, affects 15–35% of women from Latin America. Using an approach of direct integration of copy number and global miRNA profiling data, performed simultaneously in the same tumor specimens, we identified a panel of 17 miRNAs specifically associated with TNBC of ancestrally characterized patients from Latin America, Brazil. This panel was differentially expressed between the TNBC and non-TNBC subtypes studied (p ≤ 0.05, FDR ≤ 0.25), with their expression levels concordant with the patterns of copy number alterations (CNAs), present mostly frequent at 8q21.3-q24.3, 3q24-29, 6p25.3-p12.2, 1q21.1-q44, 5q11.1-q22.1, 11p13-p11.2, 13q12.11-q14.3, 17q24.2-q25.3 and Xp22.33-p11.21. The combined 17 miRNAs presented a high power (AUC = 0.953 (0.78–0.99);95% CI) in discriminating between the TNBC and non-TNBC subtypes of the patients studied. In addition, the expression of 14 and 15 of the 17miRNAs was significantly associated with tumor subtype when adjusted for tumor stage and grade, respectively. In conclusion, the panel of miRNAs identified demonstrated the impact of CNAs in miRNA expression levels and identified miRNA target genes potentially affected by both CNAs and miRNA deregulation. These targets, involved in critical signaling pathways and biological functions associated specifically with the TNBC transcriptome of Latina patients, can provide biological insights into the observed differences in the TNBC clinical outcome among racial/ethnic groups, taking into consideration their genetic ancestry.
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spelling pubmed-68174522019-11-05 Integrated copy number and miRNA expression analysis in triple negative breast cancer of Latin American patients Sugita, Bruna M. Pereira, Silma R. de Almeida, Rodrigo C. Gill, Mandeep Mahajan, Akanksha Duttargi, Anju Kirolikar, Saurabh Fadda, Paolo de Lima, Rubens S. Urban, Cicero A. Makambi, Kepher Madhavan, Subha Boca, Simina M. Gusev, Yuriy Cavalli, Iglenir J. Ribeiro, Enilze M.S.F. Cavalli, Luciane R. Oncotarget Research Paper Triple negative breast cancer (TNBC), a clinically aggressive breast cancer subtype, affects 15–35% of women from Latin America. Using an approach of direct integration of copy number and global miRNA profiling data, performed simultaneously in the same tumor specimens, we identified a panel of 17 miRNAs specifically associated with TNBC of ancestrally characterized patients from Latin America, Brazil. This panel was differentially expressed between the TNBC and non-TNBC subtypes studied (p ≤ 0.05, FDR ≤ 0.25), with their expression levels concordant with the patterns of copy number alterations (CNAs), present mostly frequent at 8q21.3-q24.3, 3q24-29, 6p25.3-p12.2, 1q21.1-q44, 5q11.1-q22.1, 11p13-p11.2, 13q12.11-q14.3, 17q24.2-q25.3 and Xp22.33-p11.21. The combined 17 miRNAs presented a high power (AUC = 0.953 (0.78–0.99);95% CI) in discriminating between the TNBC and non-TNBC subtypes of the patients studied. In addition, the expression of 14 and 15 of the 17miRNAs was significantly associated with tumor subtype when adjusted for tumor stage and grade, respectively. In conclusion, the panel of miRNAs identified demonstrated the impact of CNAs in miRNA expression levels and identified miRNA target genes potentially affected by both CNAs and miRNA deregulation. These targets, involved in critical signaling pathways and biological functions associated specifically with the TNBC transcriptome of Latina patients, can provide biological insights into the observed differences in the TNBC clinical outcome among racial/ethnic groups, taking into consideration their genetic ancestry. Impact Journals LLC 2019-10-22 /pmc/articles/PMC6817452/ /pubmed/31692930 http://dx.doi.org/10.18632/oncotarget.27250 Text en Copyright: © 2019 Sugita et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) 3.0 (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Sugita, Bruna M.
Pereira, Silma R.
de Almeida, Rodrigo C.
Gill, Mandeep
Mahajan, Akanksha
Duttargi, Anju
Kirolikar, Saurabh
Fadda, Paolo
de Lima, Rubens S.
Urban, Cicero A.
Makambi, Kepher
Madhavan, Subha
Boca, Simina M.
Gusev, Yuriy
Cavalli, Iglenir J.
Ribeiro, Enilze M.S.F.
Cavalli, Luciane R.
Integrated copy number and miRNA expression analysis in triple negative breast cancer of Latin American patients
title Integrated copy number and miRNA expression analysis in triple negative breast cancer of Latin American patients
title_full Integrated copy number and miRNA expression analysis in triple negative breast cancer of Latin American patients
title_fullStr Integrated copy number and miRNA expression analysis in triple negative breast cancer of Latin American patients
title_full_unstemmed Integrated copy number and miRNA expression analysis in triple negative breast cancer of Latin American patients
title_short Integrated copy number and miRNA expression analysis in triple negative breast cancer of Latin American patients
title_sort integrated copy number and mirna expression analysis in triple negative breast cancer of latin american patients
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6817452/
https://www.ncbi.nlm.nih.gov/pubmed/31692930
http://dx.doi.org/10.18632/oncotarget.27250
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