Higher Inflammation Is Associated with Cardiometabolic Phenotype and Biochemical Health in Women with Obesity

Ann Nutr Metab. 2022;78(3):177-182. doi: 10.1159/000522564. Epub 2022 Mar 18.

Abstract

Introduction: Metabolic or inflammatory markers may predict adverse outcomes in women with obesity. We sought to describe metabolic-obesity phenotypes of women using novel staging tools and investigate relationships with inflammation.

Methods: In a cross-sectional study, we collected fasting blood samples from sixty-four females with body mass index (BMI) ≥28 kg/m2. Participants were classified as metabolically healthy or metabolically unhealthy obesity (MUO) using the cardiometabolic disease staging system (CMDS) and Edmonton obesity staging system (EOSS). Data were analyzed using independent sample t tests, Pearson's correlations, and multiple logistic regression.

Results: Mean (SD) age was 40.2 (9.3) years with median (IQR) BMI 31.8 (30.3-35.7) kg/m2. The prevalence of MUO was 46.9% and 81.3% using CMDS and EOSS criteria, respectively. Women with raised CMDS scores had higher C3 (1.34 [0.20] vs. 1.18 [0.15], p = 0.001) and C-reactive protein (CRP) (2.89 [1.31-7.61] vs. 1.39 [0.74-3.60], p = 0.034). C3 correlated with insulin (r = 0.52), hemoglobin A1c (r = 0.37), and C-peptide (r = 0.58), all p < 0.05. C3 above the median (>1.23 g/L) increased odds of raised CMDS score, when controlled for age, BMI, ethnicity, and smoking (OR = 6.56, 95% CI: 1.63, 26.47, p = 0.008).

Conclusion: The prevalence of MUO was lower using CMDS than EOSS. C3 and CRP may be useful clinical biomarkers of risk or treatment targets in women with obesity.

Keywords: Inflammation; Metabolic health; Obesity; Women’s health.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers
  • Body Mass Index
  • C-Reactive Protein
  • Cardiovascular Diseases* / epidemiology
  • Cross-Sectional Studies
  • Female
  • Humans
  • Inflammation
  • Metabolic Syndrome*
  • Obesity / complications
  • Obesity / epidemiology
  • Phenotype
  • Risk Factors

Substances

  • Biomarkers
  • C-Reactive Protein

Grants and funding

This publication has emanated from research supported in part by a research grant from Science Foundation Ireland (SFI) under Grant No. 12/RC/2273 and 16/SP/3827 and by a research grant from PrecisionBiotics Group Ltd.