Evidence map›Paper›PMID 35433488›Full record

ArticleFrontiers in oncology2022

The Transcriptomic Portrait of Locally Advanced Breast Cancer and Its Prognostic Value in a Multi-Country Cohort of Latin American Patients.

Andrea Sabina Llera, Eliana Saul Furquim Werneck Abdelhay, Nora Artagaveytia, Adrián Daneri-Navarro, Bettina Müller, Carlos Velazquez, Elsa B Alcoba, Isabel Alonso, Daniela B Alves da Quinta, Renata Binato and 53 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Frontiers in oncology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02326857 (Molecular Profiling of Stage II and III Breast Cancer in Latin American Women Receiving Standard-of-Care Treatment), which is not on this map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
0.9field-weighted citation impact, top 31% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT02326857 completednot on this map

Molecular Profiling of Stage II and III Breast Cancer in Latin American Women Receiving Standard-of-Care Treatment

TypeobservationalSponsorNational Cancer Institute (NCI)Ran2014 to 2020Enrolled1,334ConditionsBreast Cancer
3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 10 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

63 authors at 20 institutions in 6 countries.

Andrea Sabina LleraMolecular and Cellular Therapy Laboratory, Fundación Instituto Leloir-CONICET, Buenos Aires, Argentina.
Eliana Saul Furquim Werneck AbdelhayBone Marrow Transplantation Unit, Instituto Nacional de Câncer, Rio de Janeiro, Brazil.
Nora ArtagaveytiaHospital de Clínicas Manuel Quintela, Universidad de la República, Montevideo, Uruguay.
Adrián Daneri-NavarroUniversidad de Guadalajara, Guadalajara, Mexico.
Bettina MüllerInstituto Nacional del Cáncer, Santiago, Chile.
Carlos VelazquezUniversidad de Sonora, Hermosillo, Mexico.
Elsa B AlcobaHospital Municipal de Oncología María Curie, Buenos Aires, Argentina.
Isabel AlonsoCentro Hospitalario Pereira Rossell, Montevideo, Uruguay.
Daniela B Alves da QuintaMolecular and Cellular Therapy Laboratory, Fundación Instituto Leloir-CONICET, Buenos Aires, Argentina.
Renata BinatoBone Marrow Transplantation Unit, Instituto Nacional de Câncer, Rio de Janeiro, Brazil.
Alicia Inés BravoHospital Regional de Agudos Eva Perón, San Martín, Argentina.
Natalia CamejoHospital de Clínicas Manuel Quintela, Universidad de la República, Montevideo, Uruguay.
Dirce Maria CarraroLaboratory of Genomics and Molecular Biology/Centro Internacional de Pesquisa (CIPE), AC Camargo Cancer Center, Sao Paulo, Brazil.
Mónica CastroInstituto de Oncología Angel Roffo, Buenos Aires, Argentina.
Juan M Castro-CervantesHospital de Especialidades CMNO-IMSS, Guadalajara, Mexico.
Sandra CataldiInstituto Nacional del Cáncer, Montevideo, Uruguay.
Alfonso CayotaInstitut Pasteur de Montevideo, Montevideo, Uruguay.
Mauricio CerdaIntegrative Biology Program, Instituto de Ciencias Biomédicas (ICBM), Centro de Informática Médica y Telemedicina, Facultad de Medicina, Instituto de Neurociencias Biomédicas, Universidad de Chile, Santiago, Chile.
Alicia ColomboDepartment of Pathology, Facultad de Medicina y Hospital Clínico, Universidad de Chile, Santiago, Chile.
Susanne CrocamoOncology Department, Instituto Nacional de Câncer, Rio de Janeiro, Brazil.
Alicia Del Toro-ArreolaUniversidad de Guadalajara, Guadalajara, Mexico.
Raúl Delgadillo-CisternaHospital de Especialidades CMNO-IMSS, Guadalajara, Mexico.
Lucía DelgadoHospital de Clínicas Manuel Quintela, Universidad de la República, Montevideo, Uruguay.
Marisa Dreyer-BreitenbachInstituto de Biologia Roberto Alcantara Gomes, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
Laura FejermanDepartment of Public Health Sciences and Comprehensive Cancer Center, University of California Davis, Davis, CA, United States.
Elmer A FernándezCentro de Investigación y Desarrollo en Inmunología y Enfermedades Infecciosas [Centro de Investigación y Desarrollo en Inmunología y Enfermedades Infecciosas (CIDIE) CONICET/Universidad Católica de Córdoba], Córdoba, Argentina.
Jorge FernándezInstituto de Salud Pública, Santiago, Chile.
Wanda FernándezHospital San Borja Arriarán, Santiago, Chile.
Ramón A Franco-TopeteOrganismo Público Descentralizado (OPD), Hospital Civil de Guadalajara, Universidad de Guadalajara, Guadalajara, Mexico.
Carolina GabayInstituto de Oncología Angel Roffo, Buenos Aires, Argentina.
Fancy GaeteHospital Luis Tisne, Santiago, Chile.
Adriana Garibay-EscobarUniversidad de Sonora, Hermosillo, Mexico.
Jorge GómezTexas A&M University, Houston, TX, United States.
Gonzalo GreifInstitut Pasteur de Montevideo, Montevideo, Uruguay.
Thomas G GrossCenter for Global Health, National Cancer Institute, Rockville, MD, United States.
Marisol GuerreroHospital San José, Santiago, Chile.
Marianne K HendersonCenter for Global Health, National Cancer Institute, Rockville, MD, United States.
Miguel E Lopez-MuñozUniversidad de Sonora, Hermosillo, Mexico.
Alejandra Lopez-VazquezUniversidad de Sonora, Hermosillo, Mexico.
Silvina MaldonadoHospital Regional de Agudos Eva Perón, San Martín, Argentina.
Andrés J Morán-MendozaHospital de Gineco-Obstetricia CMNO-IMSS, Guadalajara, Mexico.
Maria Aparecida NagaiCenter for Translational Research in Oncology, Cancer Institute of São Paulo (ICESP), Sao Paulo University Medical School, Sao Paulo, Brazil.
Antonio Oceguera-VillanuevaInstituto Jalisciense de Cancerologia, Guadalajara, Mexico.
Miguel A Ortiz-MartínezHospital General Regional No. 1, IMSS, Obregon, Mexico.
Jael QuinteroUniversidad de Sonora, Cajeme, Mexico.
Antonio Quintero-RamosUniversidad de Guadalajara, Guadalajara, Mexico.
Rui M ReisMolecular Oncology Research Center, Hospital de Câncer de Barretos, Barretos, Brazil.
Javier RetamalesGrupo Oncológico Cooperativo Chileno de Investigación, Santiago, Chile.
Ernesto Rivera-ClaisseCentro Estatal de Oncologia, Hermosillo, Mexico.
Darío RochaFacultad de Ciencias Exactas, Físicas y Naturales, Universidad Nacional de Córdoba, Córdoba, Argentina.
Robinson RodríguezHospital Central de las Fuerzas Armadas, Montevideo, Uruguay.
Cristina RosalesHospital Municipal de Oncología María Curie, Buenos Aires, Argentina.
Efrain Salas-GonzálezHospital de Gineco-Obstetricia CMNO-IMSS, Guadalajara, Mexico.
Verónica SanchotenaHospital Municipal de Oncología María Curie, Buenos Aires, Argentina.
Laura SegoviaHospital Barros Luco Trudeau, Santiago, Chile.
Juan Martín SendoyaMolecular and Cellular Therapy Laboratory, Fundación Instituto Leloir-CONICET, Buenos Aires, Argentina.
Aida A Silva-GarcíaOrganismo Público Descentralizado (OPD), Hospital Civil de Guadalajara, Universidad de Guadalajara, Guadalajara, Mexico.
Alejandra TrincheroHospital Regional de Agudos Eva Perón, San Martín, Argentina.
Olivia ValenzuelaUniversidad de Sonora, Hermosillo, Mexico.
Vidya VedhamCenter for Global Health, National Cancer Institute, Rockville, MD, United States.
Livia ZagameInstituto Jalisciense de Cancerologia, Guadalajara, Mexico.
United States-Latin American Cancer Research Network (US-LACRN)
Osvaldo L PodhajcerMolecular and Cellular Therapy Laboratory, Fundación Instituto Leloir-CONICET, Buenos Aires, Argentina.
Universidad de Hermosillo · MXUniversidad de Guadalajara · MXHospital de Clínicas · UYInstituto Nacional do Câncer · BRCenter for Global Health · USConsejo Nacional de Investigaciones Científicas y Técnicas · ARFundación Instituto Leloir · ARHospital Clínico de la Universidad de Chile · CLHospital de Especialidades · MXInstituto de Oncología de Rosario · ARInstituto Jalisciense de Cancerología · MXInstitut Pasteur de Montevideo · UYMexican Social Security Institute · MXUniversidad de Sonora · MXAC Camargo Hospital · BRCentro Hospitalario Pereira Rossell · UYHospital Barros Luco-Trudeau · CLHospital Central de las Fuerzas Armadas · UYHospital Civil de Guadalajara · MXHospital de Câncer de Barretos · BR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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).

Indexed as

biological pathwaysbreast cancerLatin AmericaPAM50 subtypesrisk of recurrence

Identifiers

PMID35433488
PMCPMC9007037
OpenAlexW4221040723

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.