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Identification of BRCA1/2 mutation female carriers using circulating microRNA profiles

Authors :
Kevin Elias
Urszula Smyczynska
Konrad Stawiski
Zuzanna Nowicka
James Webber
Jakub Kaplan
Charles Landen
Jan Lubinski
Asima Mukhopadhyay
Dona Chakraborty
Denise C. Connolly
Heather Symecko
Susan M. Domchek
Judy E. Garber
Panagiotis Konstantinopoulos
Wojciech Fendler
Dipanjan Chowdhury
Source :
Nature Communications, Vol 14, Iss 1, Pp 1-9 (2023)
Publication Year :
2023
Publisher :
Nature Portfolio, 2023.

Abstract

Abstract Identifying germline BRCA1/2 mutation carriers is vital for reducing their risk of breast and ovarian cancer. To derive a serum miRNA-based diagnostic test we used samples from 653 healthy women from six international cohorts, including 350 (53.6%) with BRCA1/2 mutations and 303 (46.4%) BRCA1/2 wild-type. All individuals were cancer-free before and at least 12 months after sampling. RNA-sequencing followed by differential expression analysis identified 19 miRNAs significantly associated with BRCA mutations, 10 of which were ultimately used for classification: hsa-miR-20b-5p, hsa-miR-19b-3p, hsa-let-7b-5p, hsa-miR-320b, hsa-miR-139-3p, hsa-miR-30d-5p, hsa-miR-17-5p, hsa-miR-182-5p, hsa-miR-421, hsa-miR-375-3p. The final logistic regression model achieved area under the receiver operating characteristic curve 0.89 (95% CI: 0.87–0.93), 93.88% sensitivity and 80.72% specificity in an independent validation cohort. Mutated gene, menopausal status or having preemptive oophorectomy did not affect classification performance. Circulating microRNAs may be used to identify BRCA1/2 mutations in patients of high risk of cancer, offering an opportunity to reduce screening costs.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
14
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.02df781daaa4b0c894cbc2fcadb377a
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-023-38925-4