iScienceBioinformaticsPeer-reviewed journal article
Extracellular Vesicles Carry Distinct Proteo-Transcriptomic Signatures That are Different from Their Cancer Cell of Origin
Tzu-Yi CheniD, Edgar Gonzalez‐KozlovaiD, Taliah SoleymaniiD, Sabrina La SalviaiD, Natasha KyprianouiD, Susmita SahooiD, Ashutosh Kumar TewariiD, Carlos Cordon‐CardoiD, Gustavo A. StolovitzkyiD, Navneet DograiD
Abstract
Circulating extracellular vesicles (EVs) contain molecular footprints from their cell of origin and may provide potential non-invasive access for detection, characterization, and monitoring of numerous diseases. Despite their growing promise, the integrated proteo-transcriptomic landscape of EVs and their donor cells remain poorly understood. To assess their cargo, we conducted small RNA sequencing and mass spectrometry (LC-MS/MS) of EVs isolated from in vitro cancer cell culture and prostate cancer patients serum. Here, we report that EVs enrich for distinct molecular cargo, and their proteo-transcriptome is predominantly different from their cancer cell of origin, implicating a coordinated disposal and delivery mechanism. We have discovered that EVs package their cargo in a non-random fusion, as their most enriched RNAs and proteins are not the most abundant cargo from their donor cells. We show that EVs enrich for 4 times more cytoskeletal and 2 times extracellular proteins than their donor cells. While the donor cells carry 10 times more mitochondrial and 3 times nuclear proteins than their EVs. EVs predominantly (40-60%) enrich for small RNA (~15-200 nucleotides) molecules that implicate cell differentiation, development, and signaling signatures. Finally, our integrated proteo-transcriptomic analyses reveal that EVs are enriched of RNAs (RNY3, vtRNA, and MIRLET-7) and their complementary proteins (YBX1, IGF2BP2, SRSF1/2), implicating an interrelated mechanism that may protect and regulate transcripts until a biological function is achieved. Based on these results, we envision that the next-generation clinical assays will take an integrative multi-omic (proteomic and transcriptomic) approach for liquid biopsy in numerous diseases.
- organism: human
- assay: proteomics
- assay: bulk RNA-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: gene regulatory network inference
- research focus: database / resource
- approach: statistical model
- approach: experimental assay
- Citations
- 56
- FWCI
- 1.96
- Field percentile
- top 12%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- exRNA Signatures in Extracellular Vesicles and their Tumor-Lineage from Prostate Cancer
Navneet Dogra, Mehmet Eren Ahsen, … Gustavo A. Stolovitzky·medRxiv·Sep 28, 2020
- Extracellular Vesicles heterogeneity through the lens of multiomics
Taylon Felipe Silva, Elizabeth D. Hutchins, … Dolores Di Vizio·Cell Reports MedicinePeer-reviewed·Jun 6, 2025
- Circulating tumor extracellular vesicles to monitor metastatic prostate cancer genomics and transcriptomic evolution
I. Casanova-Salas, S. Cordoba-Terreros, … J. Mateo·bioRxiv·Apr 14, 2023
- Comprehensive palmitoyl-proteomic analysis identifies distinct protein signatures for large and small cancer-derived extracellular vesicles
J. Mariscal, T. Vagner, … D. Di Vizio·bioRxiv·Oct 2, 2019
- EVtrace: tracing extracellular vesicles-associated proteins in recipient cells using stable isotope labeling
Marije E. Kuipers, Joaquin Seras‐Franzoso, … Esther N. M. Nolte‐‘t Hoen·bioRxiv·Nov 23, 2025
- Proteomic and lipidomic profiling of immune cell-derived subpopulations of extracellular vesicles
Anna Lischnig, Nasibeh Karimi, … Cecilia Lässer·PROTEOMICSPeer-reviewed·Jan 10, 2026