Optimal waist circumference threshold for diagnosing metabolic syndrome in African people living with HIV infection

PLoS One. 2017 Sep 8;12(9):e0183029. doi: 10.1371/journal.pone.0183029. eCollection 2017.

Abstract

Background: The applicability of the internationally advocated cut-off points of waist circumference (WC) derived from Caucasians to diagnose metabolic syndrome (MS) in HIV-infected Africans is unknown. This study aimed to determine the optimal WC cutoffs for MS diagnosis in HIV-infected people receiving care at public healthcare facilities in the Western Cape Province in South Africa.

Methods: Data from 748 randomly selected participants (591 women), with a median age of 38 years, were analysed. The Youden's index and the top-left-point approaches were used to determine the optimal cutoffs of WC for predicting ≥2 non-adipose MS components.

Results: The two approaches generated the same WC cut-off point in women, 92 cm (sensitivity 64%, specificity 64%) but different cut-off points in men: 87 cm (sensitivity 48%, specificity 85%) based on the Younden's index and 83 cm (sensitivity 59%, specificity 74%) by the top-left-point method. The advocated thresholds of 94 cm in men had low sensitivity (30%) but high specificity (92%) whereas 80 cm in women showed low specificity (32%) but high sensitivity (85%) for diagnosing MS in this sample. Most African-specific cut-off points performed well, with 90 cm providing acceptable performance in both men (sensitivity 43%, specificity 88%) and women (sensitivity 66%, specificity 59%).

Conclusions: This study underlines the sub-optimal performance of internationally recommended WC thresholds for MS diagnosis in HIV-infected Africans, and supports the need to revisit the guidelines on WC criterion in African population across the board. A single threshold of 90 cm for both genders would be a practical suggestion.

Publication types

  • Multicenter Study

MeSH terms

  • Adiposity
  • Adult
  • Biomarkers
  • Blood Pressure
  • Body Weights and Measures
  • Cross-Sectional Studies
  • Female
  • HIV Infections / complications*
  • HIV Infections / epidemiology
  • Humans
  • Male
  • Metabolic Syndrome / complications*
  • Metabolic Syndrome / diagnosis*
  • Metabolic Syndrome / epidemiology
  • Middle Aged
  • ROC Curve
  • Reference Values
  • Reproducibility of Results
  • South Africa / epidemiology
  • Waist Circumference*
  • Young Adult

Substances

  • Biomarkers

Grants and funding

The study was funded by Grand Challenge Canada, through the Global Alliance on Chronic Diseases initiative. KAN is supported by the NRF Innovation Doctoral Research Scholarship, Doctoral Scholarship and Yeoman Bequest Bursary through the University of Cape Town. The founding sponsors had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, and in the decision to publish the results.