Co-Enrichment of Proteins in Extracellular Vesicles
Molly L. Shen, Andreas Wallucks, Rosalie Martel, Zijie Jin, Lucile Alexandre, Philippe DeCorwin-Martin, Lorenna Oliveira Fernandes de Araujo, Andy Ng, Peter M. Siegel, David Juncker

TL;DR
This study introduces a novel pairwise protein co-enrichment measurement in extracellular vesicles, revealing insights into EV biogenesis pathways and potential biomarkers, with implications for cell physiology and EV manufacturing quality control.
Contribution
It defines and validates the CoEn and dCoEn metrics for analyzing protein associations in EVs, providing a new tool to study EV biogenesis and cell physiology.
Findings
CoEn and dCoEn quantify protein associations and changes under different conditions.
dCoEn detects expected and novel alterations in EV protein profiles.
CoEn patterns vary across cell lines, indicating biological diversity.
Abstract
Extracellular vesicles (EVs) are cell-derived secretions that mediate tissue homeostasis and intercellular communication through their diverse cargos, such as proteins. Distinct EV biogenesis pathways suggest specific association and co-enrichment of proteins sharing a biogenesis pathway, and non-association and co-depletion of proteins segregated into distinct pathways. Yet these associations elude conventional protein expression or co-expression measurements. Here, we propose and define pairwise protein co-enrichment (CoEn) to quantify whether a given protein is co-enriched or co-depleted with another protein relative to its overall expression. We measure CoEn, and differential CoEn (dCoEn) between a stimulus and a reference condition, of up to 240 protein pairs in EVs using antibody microarrays. We validate CoEn by modulating well-known EV biogenesis pathways, and find that dCoEn…
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Taxonomy
TopicsExtracellular vesicles in disease · Cell Adhesion Molecules Research · MicroRNA in disease regulation
MethodsAffine Coupling · Normalizing Flows · Non-linear Independent Component Estimation
