Prediction of Germline BRCA 1/2 Genes From Healthy Ovaries (PROBE-II)

April 21, 2026 updated by: Fondazione Policlinico Universitario Agostino Gemelli IRCCS

Prediction of Germline BRCA 1/2 Genes Pathogenetic Variants From Healthy Ovaries Ultrasound Images: Radiogenomics as an Innovative Tool to Prevent BRCA-related Cancers

The project aims at enhancing performance metrics and prospectively validating a radiogenomics model based on ovarian US images for predicting germline breast cancer susceptibility gene 1 and/or 2 (BRCA) status in women with healthy ovaries. The project is divided in two operational phases:

Model development phase (ambispective)

AIM 1: To define and implement a proper and fine-tuned image preprocessing pipeline on the existing dataset; AIM 2: To enlarge dataset size with new real images from different centers and apply data augmentation techniques, deep neural network models combined with the aforementioned handcrafted imaging features from radiomics analysis;

Implementation and validation phase (prospective)

AIM 3: To further cross-validate the predictive model on US images acquired prospectively in an observational multicenter study.

Study Overview

Status

Recruiting

Conditions

Intervention / Treatment

Study Type

Observational

Enrollment (Estimated)

6465

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

Study Locations

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

  • Child
  • Adult
  • Older Adult

Accepts Healthy Volunteers

Yes

Sampling Method

Non-Probability Sample

Study Population

We will conduct a retrospective multicenter observational study aimed at collecting US images of healthy ovaries with known BRCA status.

Description

Inclusion Criteria:

Availability of gBRCA1/2 test results

Transvaginal pelvic US performed providing at least one picture of one healthy ovary

US images stored in .dicom format.

Exclusion Criteria:

Personal diagnosis of OC

Ovarian abnormal findings (eg. ovarian endometriomas, dermoid cyst, ovarian cystoadenofibroma, ovarian borderline tumour…) with the exception of functional cysts at pelvic US

gBRCA1/2 testing results nor provided by an ISO 1589 accredited laboratory

Refusal to provide written informed consent

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Radiogenomics model for predicting germline breast cancer.
Time Frame: 96 months
The project aims at enhancing performance metrics and prospectively validating a radiogenomics model based on ovarian US images for predicting germline breast cancer susceptibility gene 1 and/or 2 (BRCA) status in women with healthy ovaries.
96 months

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Sponsor

Fondazione Policlinico Universitario Agostino Gemelli IRCCS

Investigators

  • Principal Investigator: Camilla Nero, Fondazione Policlinico Universitario Agostino Gemelli IRCCS

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

March 20, 2023

Primary Completion (Estimated)

December 31, 2026

Study Completion (Estimated)

March 8, 2031

Study Registration Dates

First Submitted

March 3, 2023

First Submitted That Met QC Criteria

March 3, 2023

First Posted (Actual)

March 15, 2023

Study Record Updates

Last Update Posted (Actual)

April 24, 2026

Last Update Submitted That Met QC Criteria

April 21, 2026

Last Verified

April 1, 2026

More Information

Terms related to this study

Additional Relevant MeSH Terms

Other Study ID Numbers

  • 5505

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

NO

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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