Metabolomics analysis of serum 25-hydroxy-vitamin D in the Alpha-Tocopherol, Beta-Carotene Cancer Prevention (ATBC) Study

Int J Epidemiol. 2016 Oct;45(5):1458-1468. doi: 10.1093/ije/dyw148. Epub 2016 Aug 14.

Abstract

Background: Vitamin D has been discussed in the context of cardiovascular disease, cancer, bone health and other outcomes. Epidemiological studies have reported on the importance of vitamin D in cancer prevention and treatment. The discovery of vitamin D-associated metabolites through agnostic metabolomics analyses offers a new approach for elucidating disease aetiology and health-related pathway identification.

Methods: Baseline serum 25-hydroxy-vitamin D [25(OH)D] and 940 serum metabolites were measured in 392 men from eight nested cancer case-control studies in the Alpha-Tocopherol, Beta-Carotene Cancer Prevention Study of Finnish male smokers (aged 50-69 years). The metabolomic profiling was conducted using mass spectrometry. We used linear regression to estimate the standardized beta-coefficient as the effect metric for the associations between metabolites and 25(OH)D levels.

Results: A majority of the metabolites associated with 25(OH)D were of lipid origin, including 3-carboxy-4-methyl-5-propyl-2-furanpropanoic acid (CMPF) [beta-estimate 0.38 per 1 standard deviation (SD) increment], stearoyl-arachidonoyl-glycerophosphoethanolamine (GPPE) (-0.38 per SD) and two essential fatty acids: eicosapentaenoate (EPA; 0.17 per SD) and docosahexaenoate (DHA; 0.13 per SD). Each of these lipid metabolites was associated with 25(OH)D at the principal components corrected P-value of 3.09 × 10-4 CONCLUSIONS: The large number of metabolites, particularly lipid compounds, found to be associated with serum 25(OH)D provide new biological clues relevant to the role of vitamin D status and human health outcomes. The present findings should be re-examined in other metabolomics studies of diverse populations.

Keywords: 25-hydroxy-vitamin D; CMPF; amino acids; fatty acids; lipids; metabolomics; serum metabolites.

MeSH terms

  • Aged
  • Amino Acids / blood*
  • Case-Control Studies
  • Dietary Supplements
  • Fatty Acids / blood*
  • Finland
  • Furans / blood*
  • Humans
  • Linear Models
  • Male
  • Mass Spectrometry
  • Metabolomics / methods
  • Middle Aged
  • Multivariate Analysis
  • Neoplasms / prevention & control
  • Propionates / blood*
  • Randomized Controlled Trials as Topic
  • Risk Factors
  • Smoking / blood*
  • Smoking / epidemiology
  • Vitamin D / analogs & derivatives*
  • Vitamin D / blood
  • alpha-Tocopherol / therapeutic use
  • beta Carotene / therapeutic use

Substances

  • 3-carboxy-4-methyl-5-propyl-2-furanpropanoic acid
  • Amino Acids
  • Fatty Acids
  • Furans
  • Propionates
  • beta Carotene
  • Vitamin D
  • 25-hydroxyvitamin D
  • alpha-Tocopherol