TY - JOUR
T1 - Identification of BRCA1/2 mutation female carriers using circulating microRNA profiles
AU - Elias, Kevin
AU - Smyczynska, Urszula
AU - Stawiski, Konrad
AU - Nowicka, Zuzanna
AU - Webber, James
AU - Kaplan, Jakub
AU - Landen, Charles
AU - Lubinski, Jan
AU - Mukhopadhyay, Asima
AU - Chakraborty, Dona
AU - Connolly, Denise C.
AU - Symecko, Heather
AU - Domchek, Susan M.
AU - Garber, Judy E.
AU - Konstantinopoulos, Panagiotis
AU - Fendler, Wojciech
AU - Chowdhury, Dipanjan
N1 - Publisher Copyright:
© 2023, The Author(s).
PY - 2023/5/8
Y1 - 2023/5/8
N2 - 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.
AB - 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.
KW - BRCA1 Protein/genetics
KW - BRCA2 Protein/genetics
KW - Circulating MicroRNA/genetics
KW - Female
KW - Humans
KW - MicroRNAs/genetics
KW - Mutation
UR - http://www.scopus.com/inward/record.url?scp=85161376423&partnerID=8YFLogxK
U2 - 10.1038/s41467-023-38925-4
DO - 10.1038/s41467-023-38925-4
M3 - Article
C2 - 37291133
AN - SCOPUS:85161376423
SN - 2041-1723
VL - 14
SP - 3350
JO - Nature Communications
JF - Nature Communications
IS - 1
M1 - 3350
ER -