Related Experiment Video
Updated: Jan 16, 2026

Author Spotlight: Assessing the Cardiovascular Profile of Patients with Metabolic Syndrome
Published on: September 27, 2024
Capturing metabolic syndrome in low-resource settings: a case study in urban Haiti
Nour Mourra1, Vanessa Rouzier2,3, Rodney Sufra3
1Doctor of Medicine Program, Department of Medicine, Emory University School of Medicine, Atlanta, GA, United States.
Introduction:
Local epidemiologic data on risk factors for heart disease are needed in low-income settings to guide targeted interventions for prevention and treatment. Metabolic syndrome (MetS) is a cluster of conditions (elevated blood pressure, blood sugar, waist circumference and cholesterol) that increases risk for cardiovascular disease (CVD), however the gold-standard MetS definition requires laboratory testing which are be limited in low-income countries like Haiti. The objective of this study was to estimate the prevalence of MetS in urban Haiti and compare it to alternative nonlaboratory MetS definitions.
Methods:
This study is a cross-sectional analysis of enrollment data from the population-based Haiti CVD Cohort Study which includes 3,005 participants ≥18 years, in Port-au-Prince. Demographic, health behavior, and clinical data including laboratory tests were collected. Gold standard, harmonized MetS (MetS-H) was defined as having three or more of the following: elevated blood pressure (eBP), elevated waist circumference (eWC), elevated fasting glucose, reduced HDL-C or elevated triglycerides. Three nonlaboratory alternatives were defined as: MetS-1 (eBP, and eWC), MetS-2 (three or more of: eBP, eWC, family or personal history of CVD), and MetS-3 (four or more of: eBP, eWC, family or personal history of CVD, high alcohol intake, current/former smoker, high fat intake). Sensitivity and specificity were calculated for each nonlaboratory MetS definition, compared to MetS-H. Associations between risk factors and MetS-H were assessed using multivariable log-binomial regressions.
Results:
Among 2721 participants with a mean age of 42 years (SD 16), the prevalence of MetS-H was 21.2% (29.1% women, 10.4% men). Elevated blood pressure (82.9%), reduced HDL-C (81.7%) and elevated waist circumference (90.7%) were the most common components of MetS. The prevalence of nonlaboratory definitions were: MetS-1 22.5%, MetS-2 22.6%, and MetS-3 22.2%. Compared with MetS-H, MetS-1 had the highest sensitivity (74.4%, 95% CI: 70.6%, 77.9%) and the highest specificity (91.6%, 95% CI: 90.7%, 92.7%). Female sex and age >30 years were associated with MetS-H.
Discussion:
The prevalence of MetS is high in urban Haiti and associated with older age and females. Simplified screening with nonlaboratory MetS definitions may be a pragmatic alternative to screening in low-income countries.
Related Concept Videos
Methods Of Healthcare Delivery System
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is...
Obesity
Metabolic States of the Body: The Postabsorptive State
Initially, glycogen stored in the liver is broken down to release glucose into the bloodstream, while glycogen in the muscles is broken down to supply glucose for energy directly within the muscle cells. As glycogen stores diminish,...
Metabolic States of the Body: The Absorptive State
Introduction to Metabolism
Diabetes Mellitus: Type 2 and Gestational

