Diagnosis of metabolic syndrome in nursing professionals: An accuracy study

PLoS One. 2024 Jun 10;19(6):e0295985. doi: 10.1371/journal.pone.0295985. eCollection 2024.

Abstract

Metabolic Syndrome (MetS) represents a group of cardiovascular risk factors. This article aims to evaluate the accuracy of the tools of MetS diagnosis in Nursing professionals from Primary Health Care (PHC) in Bahia, Brazil. A cross-sectional study with a random sample selected according to essential health information for the diagnostic of MetS. For MetS diagnostic, we used EGIR, NCEP-ATPIII, AACE, IDF, Barbosa et al. (2006), and IDF/AHA/NHLBI (defined as gold standard) definition. Sensitivity, specificity, predictive values, and likelihood ratio were estimated for each diagnostic tool and compared with the gold standard. Kappa statistic was used to determine the agreement between the diagnostic methods. One thousand one hundred and eleven nursing professionals were included in this study. Sensitivity varied from 15% to 95.1%, and specificity varied between 99.5% and 100%. IDF and Barbosa et al. (2006) definitions were more sensitive (95.1% and 92.8%, respectively), and EGIR, NCEP, ATP III, and IDF showed 100% specificity. IDF and Barbosa et al. (2006) use suitable metabolic syndrome identification and confirmation criteria. The highest agreement was found in the definition of the IDF, Barbosa et al. (2006) and the NCEP ATP III. Defining metabolic syndrome with a higher diagnostic accuracy could contribute to the screening and the early identification of nursing professionals with cardiovascular disease risk factors, which provide opportunities for appropriate prevention and treatment.

MeSH terms

  • Adult
  • Brazil / epidemiology
  • Cross-Sectional Studies
  • Female
  • Humans
  • Male
  • Metabolic Syndrome* / diagnosis
  • Metabolic Syndrome* / epidemiology
  • Middle Aged
  • Nurses
  • Risk Factors
  • Sensitivity and Specificity

Grants and funding

Financial support from the National Council for Scientific and Technological Development (CNPq), Brazil, Universal Call Notice—protocol #408390/2016-6. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.