Inaugurating High‐Throughput Profiling of Extracellular Vesicles for Earlier Ovarian Cancer Detection

Hakho Lee · 2023-07-23

Abstract

Detecting early cancer through liquid biopsy is challenging due to the lack of specific biomarkers for early lesions and potentially low levels of these markers. The current study systematically develops an extracellular‐vesicle (EV)‐based test for early detection, specifically focusing on high‐grade serous ovarian carcinoma (HGSOC). The marker selection is based on emerging insights into HGSOC pathogenesis, notably that it arises from precursor lesions within the fallopian tube. This work thus establishes murine fallopian tube (mFT) cells with oncogenic mutations and performs proteomic analyses on mFT‐derived EVs. The identified markers are then evaluated with an orthotopic HGSOC animal model. In serially‐drawn blood of tumor‐bearing mice, mFT‐EV markers increase with tumor initiation, supporting their potential use in early cancer detection. A pilot clinical study (n = 51) further narrows EV markers to five candidates, EpCAM, CD24, VCAN, HE4, and TNC. The combined expression of these markers distinguishes HGSOC from non‐cancer with 89% sensitivity and 93% specificity. The same markers are also effective in classifying three groups (non‐cancer, early‐stage HGSOC, and late‐stage HGSOC). The developed approach, for the first time inaugurated in fallopian tube‐derived EVs, could be a minimally invasive tool to monitor women at high risk of ovarian cancer for timely intervention.

Authors
Funding
CaNCURE: Cancer Nanomedicine Co-ops for Undergraduate Research ExperiencesHigh-throughput Phenotyping of iPSC-derived Airway Epithelium by Multiscale Machine Learning MicroscopyHigh-throughput Integrated Magneto-electrochemical Exosome (HiMEX) platform to identify neurodevelopmental markers associated with pre and postnatal oxycodone exposureSubcellular enzyme-instructed self-assembly for molecular anticancer nanomedicinesImaging and Liquid Biopsy for Glioma Diagnosis and Treatment MonitoringClinical platform for high-throughput analyses of extracellular vesicles3D Fourier Imaging System for High Throughput Analyses of Cancer OrganoidsHigh throughput nanoplasmonic exosome testing (NEXT) of immunotherapies in bladder cancerEarly Detection through Novel OCEAN Technology - Ovarian Cancer Exosomal Analysis with NanoplasmonicsStandardized Molecular Analyses of Glioma EVsNational Science Foundation Grant U01CA233360(H.L.,C.M.C,D.M.D.)National Science Foundation Grant R21DA049577(H.L.)National Science Foundation Grant R01CA229777(H.L.)National Science Foundation Grant R01CA239078(H.L.)National Science Foundation Grant R01HL163513(H.L.)National Science Foundation Grant R01CA237500(H.L.)National Science Foundation Grant R21CA267222(H.L.)National Science Foundation Grant R01CA264363(C.M.C,H.L.)National Science Foundation Grant R01CA142746(D.M.D)National Science Foundation Grant R25CA174650(D.M.D)U.S. Department of Defense Grant W81XWH‐20‐1‐0342(D.M.D)U.S. Department of Defense Grant W81XWH‐15‐1‐0089(D.M.D)

NCI NIH HHS

R25 CA174650

NHLBI NIH HHS

R01 HL163513

NIDA NIH HHS

R21 DA049577

NCI NIH HHS

R01 CA142746

NCI NIH HHS

R01 CA239078

NCI NIH HHS

R01 CA229777

NCI NIH HHS

R21 CA267222

NCI NIH HHS

R01 CA264363

NCI NIH HHS

U01 CA233360

NCI NIH HHS

R01 CA237500