Metabolomic markers reveal novel pathways of ageing and early development in human populations

Int J Epidemiol. 2013 Aug;42(4):1111-9. doi: 10.1093/ije/dyt094. Epub 2013 Jul 8.

Abstract

Background: Human ageing is a complex, multifactorial process and early developmental factors affect health outcomes in old age.

Methods: Metabolomic profiling on fasting blood was carried out in 6055 individuals from the UK. Stepwise regression was performed to identify a panel of independent metabolites which could be used as a surrogate for age. We also investigated the association with birthweight overall and within identical discordant twins and with genome-wide methylation levels.

Results: We identified a panel of 22 metabolites which combined are strongly correlated with age (R(2) = 59%) and with age-related clinical traits independently of age. One particular metabolite, C-glycosyl tryptophan (C-glyTrp), correlated strongly with age (beta = 0.03, SE = 0.001, P = 7.0 × 10(-157)) and lung function (FEV1 beta = -0.04, SE = 0.008, P = 1.8 × 10(-8) adjusted for age and confounders) and was replicated in an independent population (n = 887). C-glyTrp was also associated with bone mineral density (beta = -0.01, SE = 0.002, P = 1.9 × 10(-6)) and birthweight (beta = -0.06, SE = 0.01, P = 2.5 × 10(-9)). The difference in C-glyTrp levels explained 9.4% of the variance in the difference in birthweight between monozygotic twins. An epigenome-wide association study in 172 individuals identified three CpG-sites, associated with levels of C-glyTrp (P < 2 × 10(-6)). We replicated one CpG site in the promoter of the WDR85 gene in an independent sample of 350 individuals (beta = -0.20, SE = 0.04, P = 2.9 × 10(-8)). WDR85 is a regulator of translation elongation factor 2, essential for protein synthesis in eukaryotes.

Conclusions: Our data illustrate how metabolomic profiling linked with epigenetic studies can identify some key molecular mechanisms potentially determined in early development that produce long-term physiological changes influencing human health and ageing.

Keywords: Ageing; birthweight; developmental origins of health and disease; epigenetics; metabolomics; twin studies.

Publication types

  • Meta-Analysis
  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, Non-P.H.S.
  • Twin Study

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Aging / physiology*
  • Biomarkers / metabolism*
  • Birth Weight / physiology
  • Bone Density / physiology
  • DNA Methylation / physiology
  • Forced Expiratory Volume / physiology
  • Humans
  • Metabolomics / methods*
  • Middle Aged
  • Phenotype
  • Tryptophan / metabolism
  • Twins, Monozygotic
  • Vital Capacity / physiology
  • Young Adult

Substances

  • Biomarkers
  • Tryptophan