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Homologous Recombination Deficiency and Platinum-Based Therapy Outcomes in Advanced Breast Cancer
- Source :
- Clinical cancer research : an official journal of the American Association for Cancer Research. 23(24)
- Publication Year :
- 2017
-
Abstract
- Purpose: Recent studies have identified mutation signatures of homologous recombination deficiency (HRD) in over 20% of breast cancers, as well as pancreatic, ovarian, and gastric cancers. There is an urgent need to understand the clinical implications of HRD signatures. Whereas BRCA1/2 mutations confer sensitivity to platinum-based chemotherapies, it is not yet clear whether mutation signatures can independently predict platinum response.Experimental Design: In this observational study, we sequenced tumor whole genomes (100× depth) and matched normals (60×) of 93 advanced-stage breast cancers (33 platinum-treated). We computed a published metric called HRDetect, independently trained to predict BRCA1/2 status, and assessed its capacity to predict outcomes on platinum-based chemotherapies. Clinical endpoints were overall survival (OS), total duration on platinum-based therapy (TDT), and radiographic evidence of clinical improvement (CI).Results: HRDetect predicted BRCA1/2 status with an area under the curve (AUC) of 0.94 and optimal threshold of 0.7. Elevated HRDetect was also significantly associated with CI on platinum-based therapy (AUC = 0.89; P = 0.006) with the same optimal threshold, even after adjusting for BRCA1/2 mutation status and treatment timing. HRDetect scores over 0.7 were associated with a 3-month extended median TDT (P = 0.0003) and 1.3-year extended median OS (P = 0.04).Conclusions: Our findings not only independently validate HRDetect, but also provide the first evidence of its association with platinum response in advanced breast cancer. We demonstrate that HRD mutation signatures may offer clinically relevant information independently of BRCA1/2 mutation status and hope this work will guide the development of clinical trials. Clin Cancer Res; 23(24); 7521–30. ©2017 AACR.
- Subjects :
- 0301 basic medicine
Oncology
Cancer Research
medicine.medical_specialty
Advanced breast
Triple Negative Breast Neoplasms
Disease-Free Survival
03 medical and health sciences
0302 clinical medicine
Text mining
Internal medicine
medicine
Clinical endpoint
Humans
Homologous Recombination
Neoplasm Staging
Platinum
BRCA2 Protein
Whole Genome Sequencing
business.industry
BRCA1 Protein
Area under the curve
Cancer
Middle Aged
medicine.disease
Clinical trial
030104 developmental biology
Treatment Outcome
030220 oncology & carcinogenesis
Mutation (genetic algorithm)
Mutation
Observational study
Female
business
Subjects
Details
- ISSN :
- 15573265
- Volume :
- 23
- Issue :
- 24
- Database :
- OpenAIRE
- Journal :
- Clinical cancer research : an official journal of the American Association for Cancer Research
- Accession number :
- edsair.doi.dedup.....565132945d28d9bceb27a4fdca7475b4