Mohamed Saad Rakab, Monica C Asada, Imaduddin Mirza, Mohammed H Morsy, Amro Mostafa, Francesco M Bianco, Mohamed M Ali, Chandra Hassan, Mario A Masrur, Brian T Layden, Abeer M Mahmoud
{"title":"脂肪体蛋白质组学揭示肥胖个体心脏代谢风险的分子特征。","authors":"Mohamed Saad Rakab, Monica C Asada, Imaduddin Mirza, Mohammed H Morsy, Amro Mostafa, Francesco M Bianco, Mohamed M Ali, Chandra Hassan, Mario A Masrur, Brian T Layden, Abeer M Mahmoud","doi":"10.3390/proteomes13030039","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Adipose-derived extracellular vesicles (adiposomes) are emerging as key mediators of inter-organ communication, yet their molecular composition and role in obesity-related pathophysiology remain underexplored. This study integrates clinical phenotyping with proteomic analysis of visceral adipose-derived adiposomes to identify obesity-linked molecular disruptions.</p><p><strong>Methods: </strong>Seventy-five obese and forty-seven lean adults were extensively profiled for metabolic, inflammatory, hepatic, and vascular parameters. Adiposomes isolated from visceral fat underwent mass spectrometry-based proteomic analysis, followed by differential abundance, pathway enrichment, regulatory network modeling, and clinical association testing.</p><p><strong>Results: </strong>Obese individuals exhibited widespread cardiometabolic dysfunction. Proteomics revealed 64 adiposomal proteins with differential abundance. Upregulated proteins (e.g., CRP, C9, APOC1) correlated with visceral adiposity, systemic inflammation, and endothelial dysfunction. In contrast, downregulated proteins (e.g., ADIPOQ, APOD, TTR, FGB, FGG) were associated with enhanced nitric oxide bioavailability and vascular protection, suggesting loss of homeostatic signaling. Network analyses identified TNF and IL1 as key upstream regulators driving inflammatory and oxidative stress pathways. Decision tree and random forest models accurately classified obesity, hypertension, diabetes, dyslipidemia, and hepatic steatosis (AUC = 0.908-0.994), identifying predictive protein signatures related to complement activation, inflammation, and lipid transport.</p><p><strong>Conclusion: </strong>Obesity alters adiposome proteomic cargo, reflecting and potentially mediating systemic inflammation, metabolic dysregulation, and vascular impairment.</p>","PeriodicalId":20877,"journal":{"name":"Proteomes","volume":"13 3","pages":""},"PeriodicalIF":3.6000,"publicationDate":"2025-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12452415/pdf/","citationCount":"0","resultStr":"{\"title\":\"Adiposome Proteomics Uncover Molecular Signatures of Cardiometabolic Risk in Obese Individuals.\",\"authors\":\"Mohamed Saad Rakab, Monica C Asada, Imaduddin Mirza, Mohammed H Morsy, Amro Mostafa, Francesco M Bianco, Mohamed M Ali, Chandra Hassan, Mario A Masrur, Brian T Layden, Abeer M Mahmoud\",\"doi\":\"10.3390/proteomes13030039\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Adipose-derived extracellular vesicles (adiposomes) are emerging as key mediators of inter-organ communication, yet their molecular composition and role in obesity-related pathophysiology remain underexplored. This study integrates clinical phenotyping with proteomic analysis of visceral adipose-derived adiposomes to identify obesity-linked molecular disruptions.</p><p><strong>Methods: </strong>Seventy-five obese and forty-seven lean adults were extensively profiled for metabolic, inflammatory, hepatic, and vascular parameters. Adiposomes isolated from visceral fat underwent mass spectrometry-based proteomic analysis, followed by differential abundance, pathway enrichment, regulatory network modeling, and clinical association testing.</p><p><strong>Results: </strong>Obese individuals exhibited widespread cardiometabolic dysfunction. Proteomics revealed 64 adiposomal proteins with differential abundance. Upregulated proteins (e.g., CRP, C9, APOC1) correlated with visceral adiposity, systemic inflammation, and endothelial dysfunction. In contrast, downregulated proteins (e.g., ADIPOQ, APOD, TTR, FGB, FGG) were associated with enhanced nitric oxide bioavailability and vascular protection, suggesting loss of homeostatic signaling. Network analyses identified TNF and IL1 as key upstream regulators driving inflammatory and oxidative stress pathways. Decision tree and random forest models accurately classified obesity, hypertension, diabetes, dyslipidemia, and hepatic steatosis (AUC = 0.908-0.994), identifying predictive protein signatures related to complement activation, inflammation, and lipid transport.</p><p><strong>Conclusion: </strong>Obesity alters adiposome proteomic cargo, reflecting and potentially mediating systemic inflammation, metabolic dysregulation, and vascular impairment.</p>\",\"PeriodicalId\":20877,\"journal\":{\"name\":\"Proteomes\",\"volume\":\"13 3\",\"pages\":\"\"},\"PeriodicalIF\":3.6000,\"publicationDate\":\"2025-08-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12452415/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proteomes\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3390/proteomes13030039\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proteomes","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/proteomes13030039","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
Adiposome Proteomics Uncover Molecular Signatures of Cardiometabolic Risk in Obese Individuals.
Background: Adipose-derived extracellular vesicles (adiposomes) are emerging as key mediators of inter-organ communication, yet their molecular composition and role in obesity-related pathophysiology remain underexplored. This study integrates clinical phenotyping with proteomic analysis of visceral adipose-derived adiposomes to identify obesity-linked molecular disruptions.
Methods: Seventy-five obese and forty-seven lean adults were extensively profiled for metabolic, inflammatory, hepatic, and vascular parameters. Adiposomes isolated from visceral fat underwent mass spectrometry-based proteomic analysis, followed by differential abundance, pathway enrichment, regulatory network modeling, and clinical association testing.
Results: Obese individuals exhibited widespread cardiometabolic dysfunction. Proteomics revealed 64 adiposomal proteins with differential abundance. Upregulated proteins (e.g., CRP, C9, APOC1) correlated with visceral adiposity, systemic inflammation, and endothelial dysfunction. In contrast, downregulated proteins (e.g., ADIPOQ, APOD, TTR, FGB, FGG) were associated with enhanced nitric oxide bioavailability and vascular protection, suggesting loss of homeostatic signaling. Network analyses identified TNF and IL1 as key upstream regulators driving inflammatory and oxidative stress pathways. Decision tree and random forest models accurately classified obesity, hypertension, diabetes, dyslipidemia, and hepatic steatosis (AUC = 0.908-0.994), identifying predictive protein signatures related to complement activation, inflammation, and lipid transport.
Conclusion: Obesity alters adiposome proteomic cargo, reflecting and potentially mediating systemic inflammation, metabolic dysregulation, and vascular impairment.
ProteomesBiochemistry, Genetics and Molecular Biology-Clinical Biochemistry
CiteScore
6.50
自引率
3.00%
发文量
37
审稿时长
11 weeks
期刊介绍:
Proteomes (ISSN 2227-7382) is an open access, peer reviewed journal on all aspects of proteome science. Proteomes covers the multi-disciplinary topics of structural and functional biology, protein chemistry, cell biology, methodology used for protein analysis, including mass spectrometry, protein arrays, bioinformatics, HTS assays, etc. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. Therefore, there is no restriction on the length of papers. Scope: -whole proteome analysis of any organism -disease/pharmaceutical studies -comparative proteomics -protein-ligand/protein interactions -structure/functional proteomics -gene expression -methodology -bioinformatics -applications of proteomics