Indices of adiposity as predictors of cardiometabolic risk and inflammation in young adults

J Hum Nutr Diet. 2016 Feb;29(1):26-37. doi: 10.1111/jhn.12295. Epub 2015 Feb 10.

Abstract

Background: Studies investigating obesity and cardiometabolic risk have focused on 'at-risk' populations and methodological inconsistencies have produced equivocal findings. The present cross-sectional study investigated indices of body composition as predictors of cardiometabolic risk and their relationship with inflammation in apparently healthy young adults.

Methods: A fasting blood sample was taken from consenting adults (160 males, 32 females, aged 18-40 years) for assessment of cardiometabolic risk markers (blood pressure, lipid profiles and insulin resistance) and inflammatory markers (C-reactive protein, tumour necrosis factor-α, interleukin-6, interleukin-10 and adiponectin). Together with anthropometry, fat mass (FM) and fat-free mass (FFM) were determined by dual-energy X-ray absorptiometry. FM was expressed in absolute terms (kg), as well as relative to total body weight (%), height [FM index (FMI, kg m(-2) )] and FFM (FM : FFM,%).

Results: Although anthropometric indices were associated with most cardiometabolic risk markers, the strongest relationship was observed with FMI. Relative to having a low cardiometabolic risk (≤2 markers above clinically relevant cut-offs), each kg m(-2) increase in FMI, increased the likelihood of having an increased cardiometabolic risk by 29% (odds ratio = 1.29; 95% confidence interval = 1.12-1.49). Inflammatory markers were not associated with body composition or cardiometabolic risk.

Conclusions: FMI was the strongest predictor of overall cardiometabolic risk but not inflammation per se. However, anthropometric indices, such as body mass index and waist-to-height ratio, remain valuable surrogate measures of adiposity in this group, particularly when risk markers are considered independently.

Keywords: body composition; cardiometabolic risk; fat mass index; inflammation.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Absorptiometry, Photon
  • Adiponectin / blood
  • Adipose Tissue / metabolism
  • Adiposity*
  • Adolescent
  • Adult
  • Biomarkers / blood*
  • Blood Pressure
  • Body Composition
  • Body Mass Index
  • Body Weight
  • C-Reactive Protein / metabolism
  • Cardiovascular Diseases / blood*
  • Cholesterol, HDL / blood
  • Cholesterol, LDL / blood
  • Cross-Sectional Studies
  • Female
  • Humans
  • Inflammation / blood*
  • Insulin / blood
  • Insulin Resistance
  • Interleukin-10 / blood
  • Interleukin-6 / blood
  • Logistic Models
  • Male
  • Metabolic Syndrome / blood*
  • Obesity / blood*
  • Risk Factors
  • Triglycerides / blood
  • Tumor Necrosis Factor-alpha / blood
  • Young Adult

Substances

  • Adiponectin
  • Biomarkers
  • Cholesterol, HDL
  • Cholesterol, LDL
  • Insulin
  • Interleukin-6
  • Triglycerides
  • Tumor Necrosis Factor-alpha
  • Interleukin-10
  • C-Reactive Protein