The Evolution of Clinically Aggressive Triple-Negative Breast Cancer Shows a Large Mutational Diversity and Early Metastasis to Lymph Nodes

In triple-negative breast cancer (TNBC), only 30% of patients treated with neoadjuvant chemotherapy achieve a pathological complete response after treatment and more than 90% die due to metastasis formation. The diverse clinical responses and metastatic developments are attributed to extensive intra...

Full description

Bibliographic Details
Main Authors: Héctor Martínez-Gregorio, Ernesto Rojas-Jiménez, Javier César Mejía-Gómez, Clara Díaz-Velásquez, Rosalía Quezada-Urban, Fernando Vallejo-Lecuona, Aldo de la Cruz-Montoya, Fany Iris Porras-Reyes, Víctor Manuel Pérez-Sánchez, Héctor Aquiles Maldonado-Martínez, Maybelline Robles-Estrada, Enrique Bargalló-Rocha, Paula Cabrera-Galeana, Maritza Ramos-Ramírez, Yolanda Irasema Chirino, Luis Alonso Herrera, Luis Ignacio Terrazas, Cecilia Frecha, Javier Oliver, Sandra Perdomo, Felipe Vaca-Paniagua
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Cancers
Subjects:
Online Access:https://www.mdpi.com/2072-6694/13/20/5091
_version_ 1797515076735860736
author Héctor Martínez-Gregorio
Ernesto Rojas-Jiménez
Javier César Mejía-Gómez
Clara Díaz-Velásquez
Rosalía Quezada-Urban
Fernando Vallejo-Lecuona
Aldo de la Cruz-Montoya
Fany Iris Porras-Reyes
Víctor Manuel Pérez-Sánchez
Héctor Aquiles Maldonado-Martínez
Maybelline Robles-Estrada
Enrique Bargalló-Rocha
Paula Cabrera-Galeana
Maritza Ramos-Ramírez
Yolanda Irasema Chirino
Luis Alonso Herrera
Luis Ignacio Terrazas
Cecilia Frecha
Javier Oliver
Sandra Perdomo
Felipe Vaca-Paniagua
author_facet Héctor Martínez-Gregorio
Ernesto Rojas-Jiménez
Javier César Mejía-Gómez
Clara Díaz-Velásquez
Rosalía Quezada-Urban
Fernando Vallejo-Lecuona
Aldo de la Cruz-Montoya
Fany Iris Porras-Reyes
Víctor Manuel Pérez-Sánchez
Héctor Aquiles Maldonado-Martínez
Maybelline Robles-Estrada
Enrique Bargalló-Rocha
Paula Cabrera-Galeana
Maritza Ramos-Ramírez
Yolanda Irasema Chirino
Luis Alonso Herrera
Luis Ignacio Terrazas
Cecilia Frecha
Javier Oliver
Sandra Perdomo
Felipe Vaca-Paniagua
author_sort Héctor Martínez-Gregorio
collection DOAJ
description In triple-negative breast cancer (TNBC), only 30% of patients treated with neoadjuvant chemotherapy achieve a pathological complete response after treatment and more than 90% die due to metastasis formation. The diverse clinical responses and metastatic developments are attributed to extensive intrapatient genetic heterogeneity and tumor evolution acting on this neoplasm. In this work, we aimed to evaluate genomic alterations and tumor evolution in TNBC patients with aggressive disease. We sequenced the whole exome of 16 lesions from four patients who did not respond to therapy, and took several follow-up samples, including samples from tumors before and after treatment, as well as from the lymph nodes and skin metastases. We found substantial intrapatient genetic heterogeneity, with a variable tumor mutational composition. Early truncal events were <i>MCL1</i> amplifications. Metastatic lesions had deletions in <i>RB1</i> and <i>PTEN</i>, along with <i>TERT</i>, <i>AKT2</i>, and <i>CCNE1</i> amplifications. Mutational signatures 06 and 12 were mainly detected in skin metastases and lymph nodes. According to phylogenetic analysis, the lymph node metastases occurred at an early stage of TNBC development. Finally, each patient had three to eight candidate driving mutations for targeted treatments. This study delves into the genomic complexity and the phylogenetic and evolutionary development of aggressive TNBC, supporting early metastatic development, and identifies specific genetic alterations associated with a response to targeted therapies.
first_indexed 2024-03-10T06:40:29Z
format Article
id doaj.art-758f41e01ac44b809aa486769b1a0ffc
institution Directory Open Access Journal
issn 2072-6694
language English
last_indexed 2024-03-10T06:40:29Z
publishDate 2021-10-01
publisher MDPI AG
record_format Article
series Cancers
spelling doaj.art-758f41e01ac44b809aa486769b1a0ffc2023-11-22T17:40:08ZengMDPI AGCancers2072-66942021-10-011320509110.3390/cancers13205091The Evolution of Clinically Aggressive Triple-Negative Breast Cancer Shows a Large Mutational Diversity and Early Metastasis to Lymph NodesHéctor Martínez-Gregorio0Ernesto Rojas-Jiménez1Javier César Mejía-Gómez2Clara Díaz-Velásquez3Rosalía Quezada-Urban4Fernando Vallejo-Lecuona5Aldo de la Cruz-Montoya6Fany Iris Porras-Reyes7Víctor Manuel Pérez-Sánchez8Héctor Aquiles Maldonado-Martínez9Maybelline Robles-Estrada10Enrique Bargalló-Rocha11Paula Cabrera-Galeana12Maritza Ramos-Ramírez13Yolanda Irasema Chirino14Luis Alonso Herrera15Luis Ignacio Terrazas16Cecilia Frecha17Javier Oliver18Sandra Perdomo19Felipe Vaca-Paniagua20Posgrado en Ciencias Biológicas de la Universidad Nacional Autonóma de Mexico, Facultad de Estudios Superiores Iztacala, UNAM, Mexico City 54090, MexicoLaboratorio Nacional en Salud, Diagnóstico Molecular y Efecto Ambiental en Enfermedades Crónico-Degenerativas, Facultad de Estudios Superiores Iztacala, Tlalnepantla 54090, MexicoDivision of Breast Cancer, Department of Medical Oncology, Mt. Sinai Hospital, University of Toronto, Toronto, ON M5G 1X5, CanadaLaboratorio Nacional en Salud, Diagnóstico Molecular y Efecto Ambiental en Enfermedades Crónico-Degenerativas, Facultad de Estudios Superiores Iztacala, Tlalnepantla 54090, MexicoLaboratorio Nacional en Salud, Diagnóstico Molecular y Efecto Ambiental en Enfermedades Crónico-Degenerativas, Facultad de Estudios Superiores Iztacala, Tlalnepantla 54090, MexicoLaboratorio Nacional en Salud, Diagnóstico Molecular y Efecto Ambiental en Enfermedades Crónico-Degenerativas, Facultad de Estudios Superiores Iztacala, Tlalnepantla 54090, MexicoUnidad de Biomedicina, Facultad de Estudios Superiores Iztacala, UNAM, Tlalnepantla 54090, MexicoInstituto Nacional de Cancerología, Mexico City 14080, MexicoInstituto Nacional de Cancerología, Mexico City 14080, MexicoInstituto Nacional de Cancerología, Mexico City 14080, MexicoHospital General de Pachuca SSA, Pachuca 42070, MexicoInstituto Nacional de Cancerología, Mexico City 14080, MexicoInstituto Nacional de Cancerología, Mexico City 14080, MexicoInstituto Nacional de Cancerología, Mexico City 14080, MexicoUnidad de Biomedicina, Facultad de Estudios Superiores Iztacala, UNAM, Tlalnepantla 54090, MexicoInstituto Nacional de Cancerología, Mexico City 14080, MexicoLaboratorio Nacional en Salud, Diagnóstico Molecular y Efecto Ambiental en Enfermedades Crónico-Degenerativas, Facultad de Estudios Superiores Iztacala, Tlalnepantla 54090, MexicoUnidad de Producción Celular del Hospital Regional Universitario de Málaga—IBIMA—Málaga, 29010 Málaga, SpainMedical Oncology Service, Hospitales Universitarios Regional y Virgen de la Victoria, Institute of Biomedical Research in Malaga, CIMES, University of Málaga, 29010 Málaga, SpainGenomic Epidemiology Branch, International Agency for Research on Cancer (IARC/WHO), 150 Cours Albert Thomas, 69372 Lyon, FranceLaboratorio Nacional en Salud, Diagnóstico Molecular y Efecto Ambiental en Enfermedades Crónico-Degenerativas, Facultad de Estudios Superiores Iztacala, Tlalnepantla 54090, MexicoIn triple-negative breast cancer (TNBC), only 30% of patients treated with neoadjuvant chemotherapy achieve a pathological complete response after treatment and more than 90% die due to metastasis formation. The diverse clinical responses and metastatic developments are attributed to extensive intrapatient genetic heterogeneity and tumor evolution acting on this neoplasm. In this work, we aimed to evaluate genomic alterations and tumor evolution in TNBC patients with aggressive disease. We sequenced the whole exome of 16 lesions from four patients who did not respond to therapy, and took several follow-up samples, including samples from tumors before and after treatment, as well as from the lymph nodes and skin metastases. We found substantial intrapatient genetic heterogeneity, with a variable tumor mutational composition. Early truncal events were <i>MCL1</i> amplifications. Metastatic lesions had deletions in <i>RB1</i> and <i>PTEN</i>, along with <i>TERT</i>, <i>AKT2</i>, and <i>CCNE1</i> amplifications. Mutational signatures 06 and 12 were mainly detected in skin metastases and lymph nodes. According to phylogenetic analysis, the lymph node metastases occurred at an early stage of TNBC development. Finally, each patient had three to eight candidate driving mutations for targeted treatments. This study delves into the genomic complexity and the phylogenetic and evolutionary development of aggressive TNBC, supporting early metastatic development, and identifies specific genetic alterations associated with a response to targeted therapies.https://www.mdpi.com/2072-6694/13/20/5091triple-negative breast cancertumor evolutionmetastasislymph nodesearly divergencetargeted therapies
spellingShingle Héctor Martínez-Gregorio
Ernesto Rojas-Jiménez
Javier César Mejía-Gómez
Clara Díaz-Velásquez
Rosalía Quezada-Urban
Fernando Vallejo-Lecuona
Aldo de la Cruz-Montoya
Fany Iris Porras-Reyes
Víctor Manuel Pérez-Sánchez
Héctor Aquiles Maldonado-Martínez
Maybelline Robles-Estrada
Enrique Bargalló-Rocha
Paula Cabrera-Galeana
Maritza Ramos-Ramírez
Yolanda Irasema Chirino
Luis Alonso Herrera
Luis Ignacio Terrazas
Cecilia Frecha
Javier Oliver
Sandra Perdomo
Felipe Vaca-Paniagua
The Evolution of Clinically Aggressive Triple-Negative Breast Cancer Shows a Large Mutational Diversity and Early Metastasis to Lymph Nodes
Cancers
triple-negative breast cancer
tumor evolution
metastasis
lymph nodes
early divergence
targeted therapies
title The Evolution of Clinically Aggressive Triple-Negative Breast Cancer Shows a Large Mutational Diversity and Early Metastasis to Lymph Nodes
title_full The Evolution of Clinically Aggressive Triple-Negative Breast Cancer Shows a Large Mutational Diversity and Early Metastasis to Lymph Nodes
title_fullStr The Evolution of Clinically Aggressive Triple-Negative Breast Cancer Shows a Large Mutational Diversity and Early Metastasis to Lymph Nodes
title_full_unstemmed The Evolution of Clinically Aggressive Triple-Negative Breast Cancer Shows a Large Mutational Diversity and Early Metastasis to Lymph Nodes
title_short The Evolution of Clinically Aggressive Triple-Negative Breast Cancer Shows a Large Mutational Diversity and Early Metastasis to Lymph Nodes
title_sort evolution of clinically aggressive triple negative breast cancer shows a large mutational diversity and early metastasis to lymph nodes
topic triple-negative breast cancer
tumor evolution
metastasis
lymph nodes
early divergence
targeted therapies
url https://www.mdpi.com/2072-6694/13/20/5091
work_keys_str_mv AT hectormartinezgregorio theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT ernestorojasjimenez theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT javiercesarmejiagomez theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT claradiazvelasquez theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT rosaliaquezadaurban theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT fernandovallejolecuona theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT aldodelacruzmontoya theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT fanyirisporrasreyes theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT victormanuelperezsanchez theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT hectoraquilesmaldonadomartinez theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT maybellineroblesestrada theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT enriquebargallorocha theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT paulacabreragaleana theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT maritzaramosramirez theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT yolandairasemachirino theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT luisalonsoherrera theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT luisignacioterrazas theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT ceciliafrecha theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT javieroliver theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT sandraperdomo theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT felipevacapaniagua theevolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT hectormartinezgregorio evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT ernestorojasjimenez evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT javiercesarmejiagomez evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT claradiazvelasquez evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT rosaliaquezadaurban evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT fernandovallejolecuona evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT aldodelacruzmontoya evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT fanyirisporrasreyes evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT victormanuelperezsanchez evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT hectoraquilesmaldonadomartinez evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT maybellineroblesestrada evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT enriquebargallorocha evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT paulacabreragaleana evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT maritzaramosramirez evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT yolandairasemachirino evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT luisalonsoherrera evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT luisignacioterrazas evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT ceciliafrecha evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT javieroliver evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT sandraperdomo evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes
AT felipevacapaniagua evolutionofclinicallyaggressivetriplenegativebreastcancershowsalargemutationaldiversityandearlymetastasistolymphnodes