Prevalence Rates of Abdominal Obesity, High Waist-to-Height Ratio and Excess Adiposity, and Their Associated Cardio-Kidney-Metabolic Factors: SIMETAP-AO Study

Nutrients. 2024 Nov 19;16(22):3948. doi: 10.3390/nu16223948.

Abstract

Background/objective: In addition to obesity, adiposity and abdominal obesity (AO) are parameters included in the cardiovascular-kidney-metabolic (CKM) syndrome. However, their prevalence and association with the other CKM factors have been less studied. Our study aimed to determine the prevalence rates of AO, high waist-to-height ratio (WtHR), and excess adiposity (EA), and to compare their associations with CKM factors.

Methods: A cross-sectional observational study was conducted with a random population-based sample of 6,588 study subjects between 18 and 102 years of age. Crude and sex- and age-adjusted prevalence rates of AO, high-WtHR, and EA were calculated, and their associations with CKM variables were assessed by bivariate and multivariate analyses.

Results: The adjusted prevalence rates for AO, high-WtHR, and EA were 39.6% (33.6% in men; 44.9% in women), 30.6% (31.1% in men; 30.6% in women), and 65.6% (65.6% in men; 65.3% in women), respectively, and they increased with age. The main independent factors associated with AO, high-WtHR, and EA were hypertension, diabetes, prediabetes, low HDL-C, hypercholesterolaemia, hypertriglyceridemia, physical inactivity, hyperuricemia, and chronic kidney disease.

Conclusions: Two-thirds of the adult population have EA, one-third have AO, and one-third have high-WtHR. These findings support that the other factors of CKM syndrome, in addition to hyperuricemia and physical inactivity, show an independent association with these adiposity-related variables.

Keywords: abdominal obesity; adiposity; adults; cardiovascular risk factors; prevalence; waist-to-height ratio.

Publication types

  • Observational Study

MeSH terms

  • Adiposity*
  • Adolescent
  • Adult
  • Aged
  • Aged, 80 and over
  • Cardiometabolic Risk Factors
  • Cardiovascular Diseases / epidemiology
  • Cardiovascular Diseases / etiology
  • Cross-Sectional Studies
  • Female
  • Humans
  • Male
  • Metabolic Syndrome* / epidemiology
  • Middle Aged
  • Obesity, Abdominal* / epidemiology
  • Prevalence
  • Risk Factors
  • Waist-Height Ratio*
  • Young Adult

Grants and funding

Funding for the SIMETAP Study (Grant code: 05/2010RS) was approved in accordance with Order 472/2010, dated September 16, of the Regional Ministry of Health (RMoH), approving regulatory bases and the call for grants for the year 2010 from the “Pedro Laín Entralgo” Agency for Training, Research, and Healthcare Studies of the Community of Madrid, for the execution of research projects in the field of health outcomes in Primary Care. The researchers, members of the Scientific Committee, and principal investigator have not received any remuneration for participating in the SIMETAP study.