Investigator

Gabriella DiBernardo

University of California Los Angeles, Obstetrics and Gynecology

GDGabriella DiBerna…
Papers(2)
Engineering CAR T cel…Tumour extracellular …
Collaborators(10)
Han-Chung WuHsian-Rong TsengJipeng WanJustin D. ClubbLaura B. James-AllanMelanie Ayala CejaRyan M. ShihShao-Hsi HungSophie OngTorahito A. Gao
Institutions(3)
University Of Califor…Academia SinicaUnknown Institution

Papers

Tumour extracellular vesicle surface Protein-mRNA integration assay for early detection of epithelial ovarian cancer

Early detection of epithelial ovarian cancer (EOC) is crucial for improving clinical outcomes. However, the sensitivity of primary serological marker cancer antigen 125 (CA125) is suboptimal for detecting early-stage EOC. Tumour-derived extracellular vesicles (EVs) are promising biomarkers for early cancer detection. We developed an EOC EV Surface Protein-mRNA Integration (SPRI) Assay for early detection of EOC. This assay quantifies reference mRNAs within subpopulations of EOC EVs enriched by EV Click Beads targeting three EOC EV surface protein markers. Three EOC EV surface protein markers (i.e., FRα, MSLN, and TROP2) were selected through a bioinformatic framework using multi-omics data and underwent rigorous validation using EOC cell lines and EOC tissue microarrays. We then explored the translational potential of the EOC EV SPRI Assay through a phase II case-control study. The EOC EV SPRI Score was established using a logistic regression model in a training cohort (n = 118) and then validated in an independent validation cohort (n = 118). EOC EV SPRI Score demonstrated superior performance for distinguishing EOC from benign ovarian masses and healthy donors with an area under the receiver operating characteristic (AUROC) of 0.99 (95% CI: 0.97-1.00) in the training cohort and 0.93 (95% CI: 0.88-0.97) in the validation cohort. It outperformed matched serum CA125, and the performance remained excellent in earlier stages of EOC (Stage I/II, AUROC = 0.93, 95% CI: 0.88-0.98) and the subgroup of high-grade serous carcinoma (AUROC = 0.97, 95% CI: 0.87-0.97). The EOC EV SPRI assay demonstrated significant potential for early detection of EOC and improving long-term patient outcomes. This work is supported by National Institutes of Health (R01CA277530, R01CA255727, R01CA253651, R01CA253651-04S1, R21CA280444, R01CA246304, U01EB026421, R44CA288163, U01CA271887, and U01CA230705), DOD (HT9425-23-1-0361) and OCRA (CRDG-2023-3-1000) for the U.S. Additionally, we acknowledge the support of the Science and Technology Foundation of Suzhou (SZS2023006, SSD2023004) and the Youth Innovation Promotion Association CAS (2023335) for the work conducted at SINANO.

34Works
2Papers
15Collaborators
NeoplasmsCell Line, TumorTumor MicroenvironmentOvarian Neoplasms

Positions

2020–

Researcher

University of California Los Angeles · Obstetrics and Gynecology

2015–

Researcher

University of Pittsburgh · Plastic Surgery