Proteomic signature for detection of high-grade ovarian cancer in germline BRCA mutation carriers.
Keren Bahar-ShanyGeorgina D BarnabasLisa DeutschNetanel DeutschEfrat Glick-SaarDan DominissiniStav SapoznikLimor HelpmanTamar PerriAnna BlecherGuy KatzItai YagelOrgad RosenblattDaniel ShaiBenny BrandtRaanan MeyerAya Mohr-SassonAlexander Volodarsky-PerelItamar ZilbermanShunit ArmonAriella Jakobson-SettonRam EitanYfat KadanMario BeinerDana JosephyMalka BrodskyEitan FriedmanLiat AnafiYossef MolchanovJacob KorachTamar GeigerKeren LevanonPublished in: International journal of cancer (2022)
No current screening methods for high-grade ovarian cancer (HGOC) guarantee effective early detection for high-risk women such as germline BRCA mutation carriers. Therefore, the standard-of-care remains risk-reducing salpingo-oophorectomy (RRSO) around age 40. Proximal liquid biopsy is a promising source of biomarkers, but sensitivity has not yet qualified for clinical implementation. We aimed to develop a proteomic assay based on proximal liquid biopsy, as a decision support tool for monitoring high-risk population. Ninety Israeli BRCA1 or BRCA2 mutation carriers were included in the training set (17 HGOC patients and 73 asymptomatic women), (BEDOCA trial; ClinicalTrials.gov Identifier: NCT03150121). The proteome of the microvesicle fraction of the samples was profiled by mass spectrometry and a classifier was developed using logistic regression. An independent cohort of 98 BRCA mutation carriers was used for validation. Safety information was collected for all women who opted for uterine lavage in a clinic setting. We present a 7-protein diagnostic signature, with AUC >0.97 and a negative predictive value (NPV) of 100% for detecting HGOC. The AUC of the biomarker in the independent validation set was >0.94 and the NPV >99%. The sampling procedure was clinically acceptable, with favorable pain scores and safety. We conclude that the acquisition of Müllerian tract proximal liquid biopsies in women at high-risk for HGOC and the application of the BRCA-specific diagnostic assay demonstrates high sensitivity, specificity, technical feasibility and safety. Similar classifier for an average-risk population is warranted.
Keyphrases
- breast cancer risk
- high grade
- polycystic ovary syndrome
- mass spectrometry
- healthcare
- end stage renal disease
- primary care
- low grade
- label free
- ejection fraction
- ionic liquid
- high throughput
- pregnancy outcomes
- clinical trial
- chronic kidney disease
- prognostic factors
- ultrasound guided
- palliative care
- cervical cancer screening
- randomized controlled trial
- high resolution
- spinal cord injury
- type diabetes
- neuropathic pain
- small molecule
- pregnant women
- fine needle aspiration
- newly diagnosed
- peritoneal dialysis
- high performance liquid chromatography
- adipose tissue
- dna damage
- phase ii
- patient reported
- simultaneous determination
- phase iii