Relationship between body mass index and cardiometabolic health in a multi-ethnic population: A project baseline health study.

Journal: American journal of preventive cardiology

Volume: 18

Issue: 

Year of Publication: 

Affiliated Institutions:  Division of Cardiology, Department of Medicine, Duke University School of Medicine, Durham, NC, USA. Division of Biomedical Informatics Research, Department of Medicine, Stanford University School of Medicine, Palo Alto, California, USA. Stanford Center for Clinical Research, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA. Verily Life Sciences, San Francisco, California, USA. California Health & Longevity Institute, Westlake Village, California, USA. Division of Cardiovascular Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA. Duke Molecular Physiology Institute, Duke University, Durham, North Carolina, USA.

Abstract summary 

Obesity is associated with a higher risk of cardiovascular disease. Understanding the associations between comprehensive health parameters and body mass index (BMI) may lead to targeted prevention efforts.Project Baseline Health Study (PBHS) participants were divided into six BMI categories: underweight (BMI <18.5 kg/m), normal weight (BMI 18.5-24.9 kg/m), overweight (BMI 25-29.9 kg/m), class I obesity (30-34.9 kg/m), class II obesity (35-39.9 kg/m), and class III obesity (BMI ≥40 kg/m). Demographic, cardiometabolic, mental health, and physical health parameters were compared across BMI categories, and multivariable logistic regression models were fit to evaluate associations.A total of 2,493 PBHS participants were evaluated. The mean age was 50±17.2 years; 55 % were female, 12 % Hispanic, 16 % Black, and 10 % Asian. The average BMI was 28.4 kg/m±6.9. The distribution of BMI by age group was comparable to the 2017-2018 National Health and Nutrition Examination Survey (NHANES) dataset. The obesity categories had higher proportions of participants with CAC scores >0, hypertension, diabetes, lower HDL-C, lower vitamin D, higher triglycerides, higher hsCRP, lower mean step counts, higher mean PHQ-9 scores, and higher mean GAD-7 scores.We identified associations of cardiometabolic and mental health characteristics with BMI, thereby providing a deeper understanding of cardiovascular health across BMI.

Authors & Co-authors:  Shah Lu Haddad Shore Schaack Mega Pagidipati Palaniappan Mahaffey Shah Rodriguez

Study Outcome 

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Citations :  Zamosky L. The obesity epidemic. While America swallows $147 billion in obesity-related healthcare costs, physicians called on to confront the crisis. Med Econ. 2013;90(4)
Authors :  12
Identifiers
Doi : 100646
SSN : 2666-6677
Study Population
Male,Female
Mesh Terms
Other Terms
BMI;Obesity;Project baseline health study
Study Design
Study Approach
Country of Study
Publication Country
Netherlands