Pre-diagnostic Serum Metabolomic Profiling of Prostate Cancer Survival

J Gerontol A Biol Sci Med Sci. 2019 May 16;74(6):853-859. doi: 10.1093/gerona/gly128.

Abstract

Impaired metabolism may play a role in the development and lethality of prostate cancer, yet a comprehensive analysis of the interrelationships appears lacking. We measured 625 metabolites using ultrahigh performance liquid chromatography/mass spectrometry (LC-MS) and gas chromatography/mass spectrometry (GC-MS) of prediagnostic serum from 197 prostate cancer cases in the Alpha-Tocopherol, Beta-Carotene Cancer Prevention (ATBC) Study (ages at diagnosis, 55-86 years). Cox proportional hazards models estimated associations between circulating metabolites and prostate cancer mortality for 1 SD differences (log-metabolite scale), adjusted for age, year of diagnosis, and disease stage. Associations between metabolite chemical classes and survival were examined through pathway analysis, and Cox models assessed the relationship with a sterol/steroid metabolite principal component analysis factor score. Elevated serum N-oleoyl taurine was significantly associated with prostate cancer-specific mortality (hazard ratios [HR] = 1.72 per 1 SD, p < .00008, Bonferroni-corrected threshold = 0.05/625; HR = 3.6 for highest vs lowest tertile, p < .001). Pathway analyses revealed a statistically significant association between lipids and prostate cancer death (p < .006, Bonferroni-corrected threshold = 0.05/8), and sterol/steroid metabolites showed the strongest chemical sub-class association (p = .0014, Bonferroni-corrected threshold = 0.05/45). In the principal component analysis, a 1-SD increment in the sterol/steroid metabolite score increased the risk of prostate cancer death by 46%. Prediagnostic serum N-oleoyl taurine and sterol/steroid metabolites were associated with prostate cancer survival.

Keywords: N-oleoyl taurine; Metabolomic profile; Prostate cancer mortality; Sex sterol/steroid.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, N.I.H., Intramural

MeSH terms

  • Aged
  • Aged, 80 and over
  • Biomarkers, Tumor / blood
  • Chromatography, Gas
  • Chromatography, High Pressure Liquid
  • Finland / epidemiology
  • Humans
  • Male
  • Mass Spectrometry
  • Metabolomics*
  • Middle Aged
  • Oleic Acids / blood*
  • Principal Component Analysis
  • Proportional Hazards Models
  • Prostatic Neoplasms / blood
  • Prostatic Neoplasms / mortality*
  • Registries
  • Steroids / blood*
  • Sterols / blood*
  • Taurine / analogs & derivatives*
  • Taurine / blood

Substances

  • Biomarkers, Tumor
  • N-oleoyl taurine
  • Oleic Acids
  • Steroids
  • Sterols
  • Taurine