Novel multiparametric bulk and single extracellular vesicle pipeline for adipose cell-specific biomarker discovery in paired human biospecimens
Mangesh Dattu HadeiD, Jacelyn GreenwaldiD, Paola Loreto PalacioiD, Kim Truc NguyeniD, Dharti ShantaramiD, Bradley L. Butsch, Yongseok Kim, Sabrena F. NoriaiD, Stacy A. Brethauer, BRADLEY J. NEEDLEMANiD, Willa A. HsuehiD, Vicki H. WysockiiD, Eduardo ReáteguiiD, Setty M. MagañaiD
Abstract
Obesity remains a growing and global public health burden across a broad spectrum of metabolic, systemic, and neurodegenerative diseases. Previously considered merely a fat storage depot, adipose tissue is now recognized as an active endocrine organ crucial for metabolic and systemic regulation of local and distant organs. A burgeoning line of investigation centers on adipose-derived extracellular vesicles (ADEVs) and their pivotal role in obesity-associated pathobiology. However, robust methodologies are lacking for specifically isolating and characterizing human ADEVs. To bridge this gap, we have developed a robust multiparametric framework incorporating bulk and single EV characterization, proteomics, and mRNA phenotyping. EVs from matched human visceral adipose tissue, mature adipocyte-conditioned media, and plasma collected from the same individual bariatric surgical patients were analyzed and subjected to bottom-up proteomics analysis. This framework integrates bulk EV proteomics for cell-specific marker identification and subsequent single EV interrogation with single-particle interferometric reflectance imaging (SP-IRIS) and total internal reflection fluorescence (TIRF) microscopy. Our proteomics analysis revealed 76 unique proteins from adipose tissue-derived EVs (ATEVs), 512 unique proteins from adipocyte EVs (aEVs), and 1003 shared proteins. Prominent pathways enriched in ATEVs included lipid metabolism, extracellular matrix organization, and immune modulation, while aEVs exhibited enhanced roles in chromatin remodeling, oxidative stress responses, and metabolic regulation. Notably, adipose tissue-specific proteins such as adiponectin and perilipin were highly enriched in ADEVs and confirmed in circulating plasma EVs. Colocalization of key EV and adipocyte markers, including CD63 and PPARG, were validated in circulating plasma EVs. In summary, our study paves the way toward a tissue and cell-specific, multiparametric framework for an adiposity EV signature in obesity-driven diseases.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 4
- Organism
- Assay
- Research Focus
- Approach
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
- Lipidomic analysis of adipose-derived extracellular vesicles reveals their potential as lipid mediators of obesity-associated metabolic complications
A. Blandin, G. Hilairet, … S. Le Lay·bioRxiv·Dec 10, 2021
- Human differentiated adipocytes can serve as surrogate mature adipocytes for adipocyte-derived extracellular vesicle analysis
Mangesh Dattu Hade, Bradley L. Butsch, … Setty M. Magaña·bioRxiv·Feb 5, 2025
- Proteomic profiling of tissue extracellular vesicles (EVs) identifies tissue-specific EV markers and predicts the accessibility of tissue EVs to the circulation
Sho Watanabe, Takumi Makino, … Yoshio Yamauchi·Extracellular VesiclePeer-reviewed·Nov 5, 2025
- Multi-omics discovery of hallmark protein and lipid features of circulating small extracellular vesicles in humans
Alin Rai, Kevin Huynh, … David W. Greening·Nature Cell BiologyPeer-reviewed·Nov 28, 2025
- Immune cells regulate circulating adipocyte extracellular vesicle levels in response to metabolic shifts
Snigdha Tiash, Saket Awadhesbhai Patel, … Clair Crewe·Cell MetabolismPeer-reviewed·Mar 10, 2026
- A deep, quantitative lipid atlas of extracellular vesicles across multiple cell lines
Alperen Acari, Pragati Lodha, … Lothar C. Dieterich·bioRxiv·Aug 22, 2025