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

Author:

Jo Ala123,Green Allen4,Medina Jamie E.4,Iyer Sonia5,Ohman Anders W.4,McCarthy Eric T.4,Reinhardt Ferenc5,Gerton Thomas4,Demehin Daniel4,Mishra Ranjan5,Kolin David L.4,Zheng Hui6,Cheon Jinwoo3,Crum Christopher P.4,Weinberg Robert A.5,Rueda Bo R.7,Castro Cesar M.18,Dinulescu Daniela M.4,Lee Hakho123ORCID

Affiliation:

1. Center for Systems Biology Massachusetts General Hospital Harvard Medical School Boston MA 02114 USA

2. Department of Radiology Massachusetts General Hospital Harvard Medical School Boston MA 02114 USA

3. Center for Nanomedicine Institute for Basic Science Seoul 03722 Republic of Korea

4. Division of Women's and Perinatal Pathology Department of Pathology Brigham and Women's Hospital Harvard Medical School Boston MA 02115 USA

5. Whitehead Institute Massachusetts Institute of Technology Cambridge MA 02142 USA

6. Biostatistics Center Massachusetts General Hospital Boston MA 02114 USA

7. Division of Gynecologic Oncology Department of Obstetrics and Gynecology Massachusetts General Hospital Boston MA 02114 USA

8. Cancer Center Massachusetts General Hospital Harvard Medical School Boston MA 02114 USA

Abstract

AbstractDetecting 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.

Funder

National Science Foundation

U.S. Department of Defense

Publisher

Wiley

Subject

General Physics and Astronomy,General Engineering,Biochemistry, Genetics and Molecular Biology (miscellaneous),General Materials Science,General Chemical Engineering,Medicine (miscellaneous)

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