The goal of this observational study is to evaluate whether polygenic risk score (PRS) assessment can help predict the onset of epithelial ovarian cancer in women aged over 18, comparing those with a histologically confirmed diagnosis of epithelial ovarian or fallopian tube cancer (cases) to women with no personal history of ovarian cancer (controls). The main questions it aims to answer are: * Is there an association between PRS and the presence of epithelial ovarian cancer? * Can PRS improve the prediction of ovarian cancer risk when adjusted for other clinical factors? Researchers will compare PRS values between cases and controls to see if higher PRS percentiles are associated with an increased risk of ovarian cancer. Participants will: * Complete a questionnaire on socio-economic status, lifestyle, and dietary habits. * Undergo blood sampling, for the analysis of BRCA1-2, PALB2, RAD51C, RAD51D pathogenic variants. * Undergo PRS analysis.
This study aims to investigate epithelial ovarian cancer (EOC) through a combined case-control and prospective cohort design, focusing on genetic, clinical, and lifestyle risk factors. The recruitment phase will last 12 months, conducted at Fondazione Policlinico Universitario A. Gemelli IRCCS in Rome. Cases will include women with histologically confirmed EOC, while controls will be women without a history of ovarian cancer, consecutively recruited from the Rheumatology Unit. Eligible participants must be ≥18 years old and provide informed consent. Women with concurrent malignancies other than OC will be excluded. Study Procedures Baseline Visit After signing informed consent, participants will undergo the following assessments: * Structured Questionnaire: Collection of socio-demographic data, medical and family history, obstetric history, lifestyle factors, comorbidities, and potential ovarian cancer risk factors. * Blood Sampling: Blood will be collected for molecular analysis, including BRCA1/2 mutational status and Polygenic Risk Score (PRS) evaluation. PRS results will be available to participants upon request, while pathogenic BRCA results will be referred to a geneticist and managed according to clinical practice. A fertility-sparing approach will be considered for patients of reproductive age who express a desire for future fertility and are diagnosed with FIGO stage IA or IC1 ovarian cancer of low-grade serous, grade 1-2 endometrioid, or expansile mucinous histology. Tissue samples obtained from macroscopically normal ovarian tissue in patients undergoing fertility-sparing surgery (cases) will be analyzed ex vivo using Full-Field Optical Coherence Tomography and Dynamic Cell Imaging. For the pharmagenetics analysis, patients will be divided into different groups based on the treatment type received (i.e. PARPi, chemo, moAB) and each drug will be characterised by different groups of pharmacogenetic profiles involved in their efficacy and toxicity. The pharmacogenetic signature will also be evaluated to determine the drug-drug interaction risks in patients undergoing multiple treatments for comorbidities.
Study Type
OBSERVATIONAL
Enrollment
1,300
For the PRS analysis, SNPs for genotyping will be selected based on the latest findings from GWAS on EOC, particularly leveraging the results, as reported by Dareng et al. (doi:10.1038/s41431-021-00987-7). The PRS will be calculated as a weighted sum of risk alleles based on the selected SNPs.
During fertility-sparing surgery for early-stage ovarian cancer, tissue samples will be obtained from macroscopically normal ovarian tissue and analyzed ex vivo using Full-Field Optical Coherence Tomography (FF-OCT) combined with Dynamic Cell Imaging (DCI). The analysis will be performed with the VanGogh biopsy system (AQUYRE Biosciences).
Identifying distinct pharmacogenetic profiles associated with different responses and toxicities from standard treatments. Patients will be divided into different groups based on the treatment type received (i.e. PARPi, chemo, moAB) and each drug will be characterised by different groups of pharmacogenetic profiles involved in their efficacy and toxicity. The genetic fingerprints involved in the absorption, distribution, metabolism and elimination of administered drugs will be evaluated to retrospectively correlate the efficacy and the safety profile of therapies and the expected enzymatic activity of patients.
Tissue samples retrieved during surgery in eligible patients will be analyzed ex vivo using Full-Field Optical Coherence Tomography and Dynamic Cell Imaging. Samples will be assessed without any alteration, damage, or need for fixation, and this procedure will not interfere with the standard diagnostic workflow.
Dipartimento Universitario di Scienze della Vita e Sanità Pubblica
Roma, Italia, Italy
RECRUITINGOdds of developing EOC by different PRS percentiles
Correlation between PRS percentiles and EOC risk
Time frame: At enrollment
Correlation of PRS percentiles and covariates
Correlation between PRS percentiles and: age, familiarity with OC, stage, histotype, grading (1-2 versus 3), BRCA1-2, PALB2, RAD51C, RAD51D, FANCM status, type of surgery, residual tumor (RT) at histology, type of chemotherapy, maintenance, chemo-resistance, response to treatment, recurrences, progressions, cancer-specific deaths, Disease Free survival (DFS) hazard ratio (HR), Overall Survival (OS) HR.
Time frame: At enrollment
Diagnostic accuracy of Full-Field Optical Coherence Tomography (FF-OCT), combined with Dynamic Cell Imaging (Van Gogh System)
The diagnostic accuracy will be assessed by estimating sensitivity, specificity, accuracy, and predictive values against the histopathological gold standard. These statistics will be derived from 2×2 contingency tables and presented with two-sided 95% CIs.
Time frame: At enrollment
Frequency of functional genotypes in drug-metabolizing enzymes and transporters
Number of genes associated with treatment response identified
Time frame: At enrollment
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