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Exome-based cancer driver gene comprehensive testing can provide a genetic diagnosis for individuals with triple-negative breast cancer

Daniel Alzate, Angel Yobany Sánchez, Yovana Pacheco, Mario Isaza Ruget, Ramiro Sánchez, Carolina Castillo, Carlos A. Parra-López

PLOS One · 2026

Vollständiger Abstract

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Triple-negative breast cancer (TNBC) is characterized by aggressive behaviour, high tumor heterogeneity, and an increased likelihood of recurrence and early metastasis. These factors hinder successful treatment. Genetic diagnosis enables personalized clinical recommendations and treatment options. The objective of this study was to validate whole-exome sequencing (WES) and variant prioritization in cancer susceptibility genes (CSG) associated with hereditary cancer (HC) predisposition in TNBC patients (n = 24). We present the development of a reproducible bioinformatic pipeline and its technical validation in a validation cohort (n = 25). This cohort comprised individuals with diverse primary tumors who had a previously confirmed molecular diagnosis of a hereditary cancer syndrome, serving as gold-standard cases to assess the pipeline’s analytical accuracy. We consolidated a comprehensive panel of cancer genes and determined all variants in the TNBC discovery cohort (12.5% of patients), identifying three pathogenic germline variants (gPV) in ATM, RAD51D, and BRCA1 . These genes are involved in the molecular pathway of DNA repair by homologous recombination (HRD). Our results demonstrate that the developed bioinformatic pipeline provides reliable genetic diagnosis of cancer predisposition syndromes from exome data, applicable not only to TNBC patients but also to individuals with any cancer suspected of having a hereditary component.

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Autor:innen
Daniel Alzate, Angel Yobany Sánchez, Yovana Pacheco, Mario Isaza Ruget, Ramiro Sánchez, Carolina Castillo, Carlos A. Parra-López
Quelle
PLOS One
Publikation
2026-01-01
Band / Ausgabe
Nicht angegeben
Seiten
Nicht angegeben
ISSN / ISBN
1932-6203
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Zitierfähiger Nachweis

Daniel Alzate, Angel Yobany Sánchez, Yovana Pacheco, Mario Isaza Ruget, Ramiro Sánchez, Carolina Castillo, Carlos A. Parra-López (2026). Exome-based cancer driver gene comprehensive testing can provide a genetic diagnosis for individuals with triple-negative breast cancer. PLOS One. https://doi.org/10.1371/journal.pone.0356762
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