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Updated: Jan 16, 2026

Author Spotlight: Assessing the Cardiovascular Profile of Patients with Metabolic Syndrome
Published on: September 27, 2024
Cardiovascular risk factors associated with BMI and metabolic health phenotypes based on measures of coagulation
María M Valle1,2, Ariadna Robledo3, Sean O'Leary3
1Endocrine Research Unit, Centro Médico Nacional SXXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico.
Introduction:
While the classification of metabolically healthy individuals with obesity remains uncertain, recent research links central obesity to thromboembolism and cardiovascular disease, potentially indicating a hypercoagulable state in some individuals with obesity. This study investigates coagulation and inflammation differences between obesity and normal-weight phenotypes.
Methods:
225 adult women, participants were subjected to clinical examinations, and biochemical assessments. These assessments classified participants into four distinct phenotypes, namely MHNW (individuals with Metabolically Healthy Normal Weight), MUNW (individuals with Metabolically Unhealthy Normal Weight), MHO (individuals with Metabolically Healthy Obesity), and MUO (individuals with Metabolically Unhealthy Obesity), based on a combination of body mass index (BMI) and metabolic criteria. Subsequently, hemostatic proteins and interleukin levels were compared.
Results:
Among 225 female patients, the MHO group was younger, with higher measurements like visceral fat and BMI, while MUO had the highest values in homeostatic model assessment for insulin resistance (HOMA-IR), triglycerides and low-density lipoprotein cholesterol (LDL-c). Coagulation proteins showed normal levels. However, MHNW had significantly lower FV, and groups without obesity (MHNW and MUNW) had lower FVIII and FIX. FXII in MHNW did not significantly differ. Inflammatory markers revealed IL-6 negatively correlated with PC and AT but positively with FVIII and FIX. IL-10 negatively correlated with FII, FV, FVII, FXI, and FXII, while TNF-α and IL-1 positively correlated with FVIII and FIX.
Conclusion:
This study challenges the MUNW metric, revealing metabolic marker elevations in women without obesity. Additionally, MHO individuals exhibited pro-coagulant protein increases compared to MUO, suggesting limited clinical utility in categorizing the broader population with obesity. Our exploratory findings highlight how the interplay between metabolic health and body size phenotypes could challenge conventional frameworks for assessing health risk.
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