Novel multiparametric bulk and single EV pipeline for adipose cell-specific biomarker discovery in paired human biospecimens

Palacia, P. L.; Greenwald, J.; Nguyen, K. T. K.; Shantaram, D.; Butsch, B.; Kim, Y.; Hade, M. D.; Noria, S.; Brethauer, S.; Needleman, B.; Wysocki, V.; Hsueh, W.; Reategui, E.; Magana, S. M.

doi:10.1101/2024.04.18.590172

bioRxiv · 10.1101/2024.04.18.590172

Novel multiparametric bulk and single EV pipeline for adipose cell-specific biomarker discovery in paired human biospecimens

Palacia, P. L.·Greenwald, J.·Nguyen, K. T. K.·Shantaram, D.·Butsch, B.·Kim, Y.·Hade, M. D.·Noria, S.·Brethauer, S.·Needleman, B.·Wysocki, V.·Hsueh, W.·Reategui, E.·Magana, S. M.

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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.

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Palacia, P. L., Greenwald, J., Nguyen, K. T. K., Shantaram, D., Butsch, B., Kim, Y., Hade, M. D., Noria, S., Brethauer, S., Needleman, B., Wysocki, V., Hsueh, W., Reategui, E., Magana, S. M.. 2024-04-19. Novel multiparametric bulk and single EV pipeline for adipose cell-specific biomarker discovery in paired human biospecimens. https://doi.org/10.1101/2024.04.18.590172

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