Identification of BRCA1/2 mutation female carriers using circulating microRNA profiles.
prospective_cohort · Level II
Where this comes from
- Record sourced from PubMed, PMID 37291133.
- Also identified by DOI 10.1038/s41467-023-38925-4 and PMC identifier 10250543.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
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.
Medical subject headings
- Humans
- Female
- Circulating MicroRNA
- Circulating MicroRNA/genetics
- BRCA1 Protein
- BRCA1 Protein/genetics
- BRCA2 Protein
- BRCA2 Protein/genetics
- MicroRNAs
- MicroRNAs/genetics
- Mutation