# Circulating Extracellular Vesicle Protein Biomarkers for the Early Detection of High-Grade Serous Ovarian Cancer

**Authors:** Sagar Rayamajhi, Jared Sipes, Bidii Ngala, Amrita Mitra, Meizhang Li, Camille V. Trinidad, Wei Cui, Mohammod Mahmudur Rahman, Foyez Ahmmed, Leonidas E. Bantis, Mihaela E. Sardiu, Dennis W. Province, Harsh B. Pathak, Andrew K. Godwin

PMC · DOI: 10.1016/j.mcpro.2026.101508 · 2026-01-08

## TL;DR

Researchers identified proteins in tiny cell-derived particles that can detect early-stage ovarian cancer, offering a promising non-invasive diagnostic tool.

## Contribution

The study introduces a novel combinatorial protein panel for early detection of high-grade serous ovarian cancer using extracellular vesicle proteomics.

## Key findings

- A four-protein panel (MUC1, MYL6, TTYH3, GSTP1) achieved 90% sensitivity and 95% specificity for early-stage HGSOC detection.
- Circulating sEV proteins were found to reflect precursor lesions in the fallopian tube, enabling early disease detection.
- MUC1 levels in sEVs showed strong diagnostic potential with an AUC of 0.84 for early-stage HGSOC versus controls.

## Abstract

Small extracellular vesicles (sEVs), lipid-bilayer delimited particles (50–200 nm) released by cells, are emerging as a promising class of liquid biopsy biomarkers for elusive cancers, such as high-grade serous ovarian cancer (HGSOC). HGSOC originates from the fallopian tube (FT), progressing from p53 signatures to a precursor lesion known as serous tubal intraepithelial carcinoma (STIC). We hypothesize that sEVs contribute to ovarian cancer pathogenesis, carry cargo reflective of their site of origin, and serve as diagnostic biomarkers for early detection. To test this, we established a case–control cohort using archival plasma samples from 30 HGSOC patients (10 early stage [ES] and 20 late stage [LS]) and 40 healthy controls (HC). sEVs were enriched by size-exclusion chromatography and profiled by LC–MS/MS. Across all samples, 1078 EV-associated proteins (exoproteins) were identified, including 52 upregulated in ES HGSOC versus HC and 59 upregulated in LS HGSOC versus HCs (log2 fold change >1, p < 0.05). Upregulated EV proteins were prioritized based on FT origin and tissue expression in STIC lesions. Seven candidate biomarkers (MYL6, GSTP1, TTYH3, PRDX6, MUC1, MYH14, and PTGS1) were validated by immunohistochemistry in FT tissue harboring STIC lesions and in HGSOC tissues, as well as by Western blotting in FT/HGSOC cell–derived EVs. These findings suggest that circulating exoproteins upregulated in ES cancer disease reflect precursor lesions. A four-protein combinatorial panel (MUC1, MYL6, TTYH3, and GSTP1), selected using Akaike Information Criterion, yielded an area under the curve (AUC) of 0.975 and 90% sensitivity at 95% specificity for distinguishing ES HGSOC versus HC. In addition, increased MUC1 levels in circulating sEVs were confirmed by immunoassay (AUC = 0.840 for ES HGSOC versus HC; AUC = 0.860 for LS HGSOC versus HC, p < 0.05). In summary, our sEV proteomic analysis of ES HGSOC reveals exobiomarkers associated with early FT lesions, offering a promising avenue for detecting disease while it remains confined to the FT.

•LC–MS/MS custom spectral library–based circulating extracellular vesicle protein profile in high-grade serous ovarian cancer (HGSOC).•Fallopian tube–lineage and serous tubal intraepithelial carcinoma–associated upregulated extracellular vesicle protein profile in HGSOC.•Candidate diagnostic biomarkers: MYL6, GSTP1, TTYH3, PRDX6, MUC1, MYH14, and PTGS1.•Combinatorial panel (MUC1, MYL6, TTYH3, and GSTP1) for detecting early-stage HGSOC.

LC–MS/MS custom spectral library–based circulating extracellular vesicle protein profile in high-grade serous ovarian cancer (HGSOC).

Fallopian tube–lineage and serous tubal intraepithelial carcinoma–associated upregulated extracellular vesicle protein profile in HGSOC.

Candidate diagnostic biomarkers: MYL6, GSTP1, TTYH3, PRDX6, MUC1, MYH14, and PTGS1.

Combinatorial panel (MUC1, MYL6, TTYH3, and GSTP1) for detecting early-stage HGSOC.

Small extracellular vesicles (sEVs) are emerging liquid biopsy biomarkers that carry proteins reflective of disease states. Using LC–MS/MS to profile plasma sEVs from a 70-sample case–control cohort, we identified circulating EV protein biomarkers that distinguish early-stage high-grade serous ovarian cancer from controls. These candidate biomarkers highlight the potential of sEV proteomics to enable minimally invasive detection of high-grade serous ovarian cancer while the disease remains confined to the fallopian tube.

## Linked entities

- **Genes:** MYL6 (myosin light chain 6) [NCBI Gene 4637], GSTP1 (glutathione S-transferase pi 1) [NCBI Gene 2950], TTYH3 (tweety family member 3) [NCBI Gene 80727], PRDX6 (peroxiredoxin 6) [NCBI Gene 9588], MUC1 (mucin 1, cell surface associated) [NCBI Gene 4582], MYH14 (myosin heavy chain 14) [NCBI Gene 79784], PTGS1 (prostaglandin-endoperoxide synthase 1) [NCBI Gene 5742], TP53 (tumor protein p53) [NCBI Gene 7157]

## Full-text entities

- **Genes:** MYH14 (myosin heavy chain 14) [NCBI Gene 79784] {aka DFNA4, DFNA4A, FP17425, MHC16, MYH17, NMHC II-C}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, GSTP1 (glutathione S-transferase pi 1) [NCBI Gene 2950] {aka DFN7, FAEES3, GST3, GSTP, GSTP1-1, HEL-S-22}, MYL6 (myosin light chain 6) [NCBI Gene 4637] {aka ESMLC, LC17, LC17-GI, LC17-NM, LC17A, LC17B}, MUC1 (mucin 1, cell surface associated) [NCBI Gene 4582] {aka ADMCKD, ADMCKD1, ADTKD2, CA 15-3, CD227, Ca15-3}, PTGS1 (prostaglandin-endoperoxide synthase 1) [NCBI Gene 5742] {aka COX1, COX3, PCOX1, PES-1, PGG/HS, PGHS-1}, PRDX6 (peroxiredoxin 6) [NCBI Gene 9588] {aka 1-Cys, AOP2, HEL-S-128m, LPCAT-5, NSGPx, PRX}, TTYH3 (tweety family member 3) [NCBI Gene 80727]
- **Diseases:** HGSOC (MESH:D010051), STIC (MESH:D002278), cancer (MESH:D009369)
- **Chemicals:** lipid (MESH:D008055)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12891884/full.md

---
Source: https://tomesphere.com/paper/PMC12891884