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Skeletal Muscle Gender Dimorphism from Proteomics
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The Proteomics-Based Stratification of Obese Subjects Allows for a Second Selective Level Beyond Gender
Raffaello Viganò1, Jonica Campolo2, Francesca Brambilla1
1Institute for Biomedical Technologies, National Research Council (ITB-CNR), Via Fratelli Cervi 93, 20054 Segrate, Italy.
International Journal of Molecular Sciences
|June 12, 2026
Summary
Obesity involves inflammation and oxidative stress. Urinary proteomics revealed distinct male and female molecular profiles, highlighting ferroptosis and glycation as key to metabolic vulnerability in obese individuals.
Area of Science:
- Proteomics
- Metabolomics
- Biomarker Discovery
Background:
- Obesity is a global health issue linked to inflammation, oxidative stress, and cardiometabolic risks.
- Sex-based differences in obesity biomarkers exist, but underlying molecular mechanisms are unclear.
Purpose of the Study:
- To identify molecular signatures in urinary extracellular vesicles associated with metabolic dysregulation in obese individuals.
- To investigate sex-related molecular heterogeneity in obesity using proteomics.
Main Methods:
- Shotgun proteomics (nanoLC-MS/MS) on urinary extracellular vesicles from 45 obese individuals (BMI 30-40 kg/m², age 50-70).
- Hierarchical clustering to identify molecular groups, followed by label-free quantitative analysis.
- Functional enrichment analysis of differentially abundant proteins.
Main Results:
- Identified 3822 proteins; revealed two distinct clusters, predominantly male (Group I) and female (Group II).
- Found 466 differentially abundant proteins, enriched in pathways like immune response, metabolism, and redox homeostasis.
- Observed enrichment of ferroptosis-related proteins and higher non-enzymatic glycosylation in Group I, indicating increased advanced glycation products and oxidative stress.
Conclusions:
- Urinary proteomic profiling can distinguish molecular phenotypes in obesity.
- Oxidative stress, ferroptosis, and protein glycation are potential determinants of metabolic vulnerability.
- Non-invasive proteomics aids in improved risk stratification for obesity and related complications.
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