Identification of Novel Causal Blood Biomarkers Linking Metabolically Favorable Adiposity With Type 2 Diabetes Risk

Diabetes Care. 2019 Sep;42(9):1800-1808. doi: 10.2337/dc18-2444. Epub 2019 Jun 24.

Abstract

Objective: Observations of a metabolically unhealthy normal weight phenotype suggest that a lack of favorable adiposity contributes to an increased risk of type 2 diabetes. We aimed to identify causal blood biomarkers linking favorable adiposity with type 2 diabetes risk for use in cardiometabolic risk assessments.

Research design and methods: A weighted polygenic risk score (PRS) underpinning metabolically favorable adiposity was validated in the UK Biobank (n = 341,872) and the Outcome Reduction With Initial Glargine Intervention (ORIGIN Trial) (n = 8,197) and tested for association with 238 blood biomarkers. Associated biomarkers were investigated for causation with type 2 diabetes risk using Mendelian randomization and for its performance in predictive models for incident major adverse cardiovascular events (MACE).

Results: Of the 238 biomarkers tested, only insulin-like growth factor-binding protein (IGFBP)-3 concentration was associated with the PRS, where a 1 unit increase in PRS predicted a 0.28-SD decrease in IGFBP-3 blood levels (P < 0.05/238). Higher IGFBP-3 levels causally increased type 2 diabetes risk (odds ratio 1.26 per 1 SD genetically determined IGFBP-3 level [95% CI 1.11-1.43]) and predicted a higher incidence of MACE (hazard ratio 1.13 per 1 SD IGFBP-3 concentration [95% CI 1.07-1.20]). Adding IGFBP-3 concentrations to the standard clinical assessment of metabolic health enhanced the prediction of incident MACE, with a net reclassification improvement of 11.5% in normal weight individuals (P = 0.004).

Conclusions: We identified IGFBP-3 as a novel biomarker linking a lack of favorable adiposity with type 2 diabetes risk and a predictive marker for incident cardiovascular events. Using IGFBP-3 blood concentrations may improve the risk assessment of cardiometabolic diseases.

Trial registration: ClinicalTrials.gov NCT00069784.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adiposity / genetics*
  • Biomarkers / blood
  • Cardiovascular Diseases / epidemiology
  • Cardiovascular Diseases / genetics*
  • Diabetes Mellitus, Type 2 / epidemiology
  • Diabetes Mellitus, Type 2 / genetics*
  • Female
  • Humans
  • Incidence
  • Insulin-Like Growth Factor Binding Protein 3 / blood*
  • Male
  • Mendelian Randomization Analysis
  • Middle Aged
  • Obesity, Metabolically Benign / blood*
  • Obesity, Metabolically Benign / genetics
  • Odds Ratio
  • Phenotype
  • Proportional Hazards Models
  • Risk Assessment
  • Risk Factors
  • United Kingdom / epidemiology

Substances

  • Biomarkers
  • IGFBP3 protein, human
  • Insulin-Like Growth Factor Binding Protein 3

Associated data

  • ClinicalTrials.gov/NCT00069784

Grants and funding