Plasma Nuclear Magnetic Resonance Metabolomics Discriminates Between High and Low Endoscopic Activity and Predicts Progression in a Prospective Cohort of Patients With Ulcerative Colitis

J Crohns Colitis. 2018 Nov 15;12(11):1326-1337. doi: 10.1093/ecco-jcc/jjy101.

Abstract

Background and aims: Endoscopic assessment of ulcerative colitis [UC] is one of the most accurate measures of disease activity, but frequent endoscopic investigations are disliked by patients and expensive for the healthcare system. A minimally invasive test that provides a surrogate measure of endoscopic activity is required.

Methods: Plasma nuclear magnetic resonance [NMR] spectra from 40 patients with UC followed prospectively over 6 months were analysed with multivariate statistics. NMR metabolite profiles were compared with endoscopic [Ulcerative Colitis Endoscopic Index of Severity: UCEIS], histological [Nancy Index] and clinical [Simple Clinical Colitis Activity Index: SCCAI] severity indices, along with routine blood measurements.

Results: A blinded principal component analysis spontaneously separated metabolite profiles of patients with low [≤3] and high [>3] UCEIS. Orthogonal partial least squares discrimination analysis identified low and high UCEIS metabolite profiles with an accuracy of 77 ± 5%. Plasma metabolites driving discrimination included decreases in lipoproteins and increases in isoleucine, valine, glucose and myo-inositol in high compared to low UCEIS. This same metabolite profile distinguished between low [Nancy 0-1] and high histological activity [Nancy 3-4] with a modest although significant accuracy [65 ± 6%] but was independent of SCCAI and all blood parameters measured. A different metabolite profile, dominated by changes in lysine, histidine, phenylalanine and tyrosine, distinguished between improvement in UCEIS [decrease ≥1] and worsening [increase ≥1] over 6 months with an accuracy of 74 ± 4%.

Conclusion: Plasma NMR metabolite analysis has the potential to provide a low-cost, minimally invasive technique that may be a surrogate for endoscopic assessment, with predictive capacity.

MeSH terms

  • Adolescent
  • Adult
  • Amino Acids / blood*
  • Blood Glucose / metabolism
  • Colitis, Ulcerative / blood*
  • Colitis, Ulcerative / diagnostic imaging*
  • Colitis, Ulcerative / pathology
  • Disease Progression
  • Endoscopy, Gastrointestinal
  • Female
  • Histidine / blood
  • Humans
  • Isoleucine / blood
  • Lipoproteins / blood
  • Lysine / blood
  • Magnetic Resonance Spectroscopy*
  • Male
  • Metabolomics / methods*
  • Middle Aged
  • Phenylalanine / blood
  • Predictive Value of Tests
  • Prospective Studies
  • Severity of Illness Index
  • Single-Blind Method
  • Tyrosine / blood
  • Valine / blood
  • Young Adult

Substances

  • Amino Acids
  • Blood Glucose
  • Lipoproteins
  • Isoleucine
  • Tyrosine
  • Phenylalanine
  • Histidine
  • Valine
  • Lysine