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The Transcriptomic Portrait of Locally Advanced Breast Cancer and Its Prognostic Value in a Multi-Country Cohort of Latin American Patients
PURPOSES: Most molecular-based published studies on breast cancer do not adequately represent the unique and diverse genetic admixture of the Latin American population. Searching for similarities and differences in molecular pathways associated with these tumors and evaluating its impact on prognosi...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9007037/ https://www.ncbi.nlm.nih.gov/pubmed/35433488 http://dx.doi.org/10.3389/fonc.2022.835626 |
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author | Llera, Andrea Sabina Abdelhay, Eliana Saul Furquim Werneck Artagaveytia, Nora Daneri-Navarro, Adrián Müller, Bettina Velazquez, Carlos Alcoba, Elsa B. Alonso, Isabel Alves da Quinta, Daniela B. Binato, Renata Bravo, Alicia Inés Camejo, Natalia Carraro, Dirce Maria Castro, Mónica Castro-Cervantes, Juan M. Cataldi, Sandra Cayota, Alfonso Cerda, Mauricio Colombo, Alicia Crocamo, Susanne Del Toro-Arreola, Alicia Delgadillo-Cisterna, Raúl Delgado, Lucía Dreyer-Breitenbach, Marisa Fejerman, Laura Fernández, Elmer A. Fernández, Jorge Fernández, Wanda Franco-Topete, Ramón A. Gabay, Carolina Gaete, Fancy Garibay-Escobar, Adriana Gómez, Jorge Greif, Gonzalo Gross, Thomas G. Guerrero, Marisol Henderson, Marianne K. Lopez-Muñoz, Miguel E. Lopez-Vazquez, Alejandra Maldonado, Silvina Morán-Mendoza, Andrés J. Nagai, Maria Aparecida Oceguera-Villanueva, Antonio Ortiz-Martínez, Miguel A. Quintero, Jael Quintero-Ramos, Antonio Reis, Rui M. Retamales, Javier Rivera-Claisse, Ernesto Rocha, Darío Rodríguez, Robinson Rosales, Cristina Salas-González, Efrain Sanchotena, Verónica Segovia, Laura Sendoya, Juan Martín Silva-García, Aida A. Trinchero, Alejandra Valenzuela, Olivia Vedham, Vidya Zagame, Livia Podhajcer, Osvaldo L. |
author_facet | Llera, Andrea Sabina Abdelhay, Eliana Saul Furquim Werneck Artagaveytia, Nora Daneri-Navarro, Adrián Müller, Bettina Velazquez, Carlos Alcoba, Elsa B. Alonso, Isabel Alves da Quinta, Daniela B. Binato, Renata Bravo, Alicia Inés Camejo, Natalia Carraro, Dirce Maria Castro, Mónica Castro-Cervantes, Juan M. Cataldi, Sandra Cayota, Alfonso Cerda, Mauricio Colombo, Alicia Crocamo, Susanne Del Toro-Arreola, Alicia Delgadillo-Cisterna, Raúl Delgado, Lucía Dreyer-Breitenbach, Marisa Fejerman, Laura Fernández, Elmer A. Fernández, Jorge Fernández, Wanda Franco-Topete, Ramón A. Gabay, Carolina Gaete, Fancy Garibay-Escobar, Adriana Gómez, Jorge Greif, Gonzalo Gross, Thomas G. Guerrero, Marisol Henderson, Marianne K. Lopez-Muñoz, Miguel E. Lopez-Vazquez, Alejandra Maldonado, Silvina Morán-Mendoza, Andrés J. Nagai, Maria Aparecida Oceguera-Villanueva, Antonio Ortiz-Martínez, Miguel A. Quintero, Jael Quintero-Ramos, Antonio Reis, Rui M. Retamales, Javier Rivera-Claisse, Ernesto Rocha, Darío Rodríguez, Robinson Rosales, Cristina Salas-González, Efrain Sanchotena, Verónica Segovia, Laura Sendoya, Juan Martín Silva-García, Aida A. Trinchero, Alejandra Valenzuela, Olivia Vedham, Vidya Zagame, Livia Podhajcer, Osvaldo L. |
author_sort | Llera, Andrea Sabina |
collection | PubMed |
description | PURPOSES: Most molecular-based published studies on breast cancer do not adequately represent the unique and diverse genetic admixture of the Latin American population. Searching for similarities and differences in molecular pathways associated with these tumors and evaluating its impact on prognosis may help to select better therapeutic approaches. PATIENTS AND METHODS: We collected clinical, pathological, and transcriptomic data of a multi-country Latin American cohort of 1,071 stage II-III breast cancer patients of the Molecular Profile of Breast Cancer Study (MPBCS) cohort. The 5-year prognostic ability of intrinsic (transcriptomic-based) PAM50 and immunohistochemical classifications, both at the cancer-specific (OSC) and disease-free survival (DFS) stages, was compared. Pathway analyses (GSEA, GSVA and MetaCore) were performed to explore differences among intrinsic subtypes. RESULTS: PAM50 classification of the MPBCS cohort defined 42·6% of tumors as LumA, 21·3% as LumB, 13·3% as HER2E and 16·6% as Basal. Both OSC and DFS for LumA tumors were significantly better than for other subtypes, while Basal tumors had the worst prognosis. While the prognostic power of traditional subtypes calculated with hormone receptors (HR), HER2 and Ki67 determinations showed an acceptable performance, PAM50-derived risk of recurrence best discriminated low, intermediate and high-risk groups. Transcriptomic pathway analysis showed high proliferation (i.e. cell cycle control and DNA damage repair) associated with LumB, HER2E and Basal tumors, and a strong dependency on the estrogen pathway for LumA. Terms related to both innate and adaptive immune responses were seen predominantly upregulated in Basal tumors, and, to a lesser extent, in HER2E, with respect to LumA and B tumors. CONCLUSIONS: This is the first study that assesses molecular features at the transcriptomic level in a multicountry Latin American breast cancer patient cohort. Hormone-related and proliferation pathways that predominate in PAM50 and other breast cancer molecular classifications are also the main tumor-driving mechanisms in this cohort and have prognostic power. The immune-related features seen in the most aggressive subtypes may pave the way for therapeutic approaches not yet disseminated in Latin America. CLINICAL TRIAL REGISTRATION: ClinicalTrials.gov (Identifier: NCT02326857). |
format | Online Article Text |
id | pubmed-9007037 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-90070372022-04-14 The Transcriptomic Portrait of Locally Advanced Breast Cancer and Its Prognostic Value in a Multi-Country Cohort of Latin American Patients Llera, Andrea Sabina Abdelhay, Eliana Saul Furquim Werneck Artagaveytia, Nora Daneri-Navarro, Adrián Müller, Bettina Velazquez, Carlos Alcoba, Elsa B. Alonso, Isabel Alves da Quinta, Daniela B. Binato, Renata Bravo, Alicia Inés Camejo, Natalia Carraro, Dirce Maria Castro, Mónica Castro-Cervantes, Juan M. Cataldi, Sandra Cayota, Alfonso Cerda, Mauricio Colombo, Alicia Crocamo, Susanne Del Toro-Arreola, Alicia Delgadillo-Cisterna, Raúl Delgado, Lucía Dreyer-Breitenbach, Marisa Fejerman, Laura Fernández, Elmer A. Fernández, Jorge Fernández, Wanda Franco-Topete, Ramón A. Gabay, Carolina Gaete, Fancy Garibay-Escobar, Adriana Gómez, Jorge Greif, Gonzalo Gross, Thomas G. Guerrero, Marisol Henderson, Marianne K. Lopez-Muñoz, Miguel E. Lopez-Vazquez, Alejandra Maldonado, Silvina Morán-Mendoza, Andrés J. Nagai, Maria Aparecida Oceguera-Villanueva, Antonio Ortiz-Martínez, Miguel A. Quintero, Jael Quintero-Ramos, Antonio Reis, Rui M. Retamales, Javier Rivera-Claisse, Ernesto Rocha, Darío Rodríguez, Robinson Rosales, Cristina Salas-González, Efrain Sanchotena, Verónica Segovia, Laura Sendoya, Juan Martín Silva-García, Aida A. Trinchero, Alejandra Valenzuela, Olivia Vedham, Vidya Zagame, Livia Podhajcer, Osvaldo L. Front Oncol Oncology PURPOSES: Most molecular-based published studies on breast cancer do not adequately represent the unique and diverse genetic admixture of the Latin American population. Searching for similarities and differences in molecular pathways associated with these tumors and evaluating its impact on prognosis may help to select better therapeutic approaches. PATIENTS AND METHODS: We collected clinical, pathological, and transcriptomic data of a multi-country Latin American cohort of 1,071 stage II-III breast cancer patients of the Molecular Profile of Breast Cancer Study (MPBCS) cohort. The 5-year prognostic ability of intrinsic (transcriptomic-based) PAM50 and immunohistochemical classifications, both at the cancer-specific (OSC) and disease-free survival (DFS) stages, was compared. Pathway analyses (GSEA, GSVA and MetaCore) were performed to explore differences among intrinsic subtypes. RESULTS: PAM50 classification of the MPBCS cohort defined 42·6% of tumors as LumA, 21·3% as LumB, 13·3% as HER2E and 16·6% as Basal. Both OSC and DFS for LumA tumors were significantly better than for other subtypes, while Basal tumors had the worst prognosis. While the prognostic power of traditional subtypes calculated with hormone receptors (HR), HER2 and Ki67 determinations showed an acceptable performance, PAM50-derived risk of recurrence best discriminated low, intermediate and high-risk groups. Transcriptomic pathway analysis showed high proliferation (i.e. cell cycle control and DNA damage repair) associated with LumB, HER2E and Basal tumors, and a strong dependency on the estrogen pathway for LumA. Terms related to both innate and adaptive immune responses were seen predominantly upregulated in Basal tumors, and, to a lesser extent, in HER2E, with respect to LumA and B tumors. CONCLUSIONS: This is the first study that assesses molecular features at the transcriptomic level in a multicountry Latin American breast cancer patient cohort. Hormone-related and proliferation pathways that predominate in PAM50 and other breast cancer molecular classifications are also the main tumor-driving mechanisms in this cohort and have prognostic power. The immune-related features seen in the most aggressive subtypes may pave the way for therapeutic approaches not yet disseminated in Latin America. CLINICAL TRIAL REGISTRATION: ClinicalTrials.gov (Identifier: NCT02326857). Frontiers Media S.A. 2022-03-22 /pmc/articles/PMC9007037/ /pubmed/35433488 http://dx.doi.org/10.3389/fonc.2022.835626 Text en Copyright © 2022 Llera, Abdelhay, Artagaveytia, Daneri-Navarro, Müller, Velazquez, Alcoba, Alonso, Alves da Quinta, Binato, Bravo, Camejo, Carraro, Castro, Castro-Cervantes, Cataldi, Cayota, Cerda, Colombo, Crocamo, Del Toro-Arreola, Delgadillo-Cisterna, Delgado, Dreyer-Breitenbach, Fejerman, Fernández, Fernández, Fernández, Franco-Topete, Gabay, Gaete, Garibay-Escobar, Gómez, Greif, Gross, Guerrero, Henderson, Lopez-Muñoz, Lopez-Vazquez, Maldonado, Morán-Mendoza, Nagai, Oceguera-Villanueva, Ortiz-Martínez, Quintero, Quintero-Ramos, Reis, Retamales, Rivera-Claisse, Rocha, Rodríguez, Rosales, Salas-González, Sanchotena, Segovia, Sendoya, Silva-García, Trinchero, Valenzuela, Vedham, Zagame, United States-Latin American Cancer Research Network (US-LACRN) and Podhajcer https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Llera, Andrea Sabina Abdelhay, Eliana Saul Furquim Werneck Artagaveytia, Nora Daneri-Navarro, Adrián Müller, Bettina Velazquez, Carlos Alcoba, Elsa B. Alonso, Isabel Alves da Quinta, Daniela B. Binato, Renata Bravo, Alicia Inés Camejo, Natalia Carraro, Dirce Maria Castro, Mónica Castro-Cervantes, Juan M. Cataldi, Sandra Cayota, Alfonso Cerda, Mauricio Colombo, Alicia Crocamo, Susanne Del Toro-Arreola, Alicia Delgadillo-Cisterna, Raúl Delgado, Lucía Dreyer-Breitenbach, Marisa Fejerman, Laura Fernández, Elmer A. Fernández, Jorge Fernández, Wanda Franco-Topete, Ramón A. Gabay, Carolina Gaete, Fancy Garibay-Escobar, Adriana Gómez, Jorge Greif, Gonzalo Gross, Thomas G. Guerrero, Marisol Henderson, Marianne K. Lopez-Muñoz, Miguel E. Lopez-Vazquez, Alejandra Maldonado, Silvina Morán-Mendoza, Andrés J. Nagai, Maria Aparecida Oceguera-Villanueva, Antonio Ortiz-Martínez, Miguel A. Quintero, Jael Quintero-Ramos, Antonio Reis, Rui M. Retamales, Javier Rivera-Claisse, Ernesto Rocha, Darío Rodríguez, Robinson Rosales, Cristina Salas-González, Efrain Sanchotena, Verónica Segovia, Laura Sendoya, Juan Martín Silva-García, Aida A. Trinchero, Alejandra Valenzuela, Olivia Vedham, Vidya Zagame, Livia Podhajcer, Osvaldo L. The Transcriptomic Portrait of Locally Advanced Breast Cancer and Its Prognostic Value in a Multi-Country Cohort of Latin American Patients |
title | The Transcriptomic Portrait of Locally Advanced Breast Cancer and Its Prognostic Value in a Multi-Country Cohort of Latin American Patients |
title_full | The Transcriptomic Portrait of Locally Advanced Breast Cancer and Its Prognostic Value in a Multi-Country Cohort of Latin American Patients |
title_fullStr | The Transcriptomic Portrait of Locally Advanced Breast Cancer and Its Prognostic Value in a Multi-Country Cohort of Latin American Patients |
title_full_unstemmed | The Transcriptomic Portrait of Locally Advanced Breast Cancer and Its Prognostic Value in a Multi-Country Cohort of Latin American Patients |
title_short | The Transcriptomic Portrait of Locally Advanced Breast Cancer and Its Prognostic Value in a Multi-Country Cohort of Latin American Patients |
title_sort | transcriptomic portrait of locally advanced breast cancer and its prognostic value in a multi-country cohort of latin american patients |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9007037/ https://www.ncbi.nlm.nih.gov/pubmed/35433488 http://dx.doi.org/10.3389/fonc.2022.835626 |
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transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT ocegueravillanuevaantonio transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT ortizmartinezmiguela transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT quinterojael transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT quinteroramosantonio transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT reisruim transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT retamalesjavier transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT riveraclaisseernesto transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT rochadario transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT rodriguezrobinson transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT rosalescristina transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT salasgonzalezefrain transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT sanchotenaveronica transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT segovialaura transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT sendoyajuanmartin transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT silvagarciaaidaa transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT trincheroalejandra transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT valenzuelaolivia transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT vedhamvidya transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT zagamelivia transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients AT podhajcerosvaldol transcriptomicportraitoflocallyadvancedbreastcanceranditsprognosticvalueinamulticountrycohortoflatinamericanpatients |