Integration of ¹H NMR and UPLC-Q-TOF/MS for a comprehensive urinary metabonomics study on a rat model of depression induced by chronic unpredictable mild stress

PLoS One. 2013 May 17;8(5):e63624. doi: 10.1371/journal.pone.0063624. Print 2013.

Abstract

Depression is a type of complex psychiatric disorder with long-term, recurrent bouts, and its etiology remains largely unknown. Here, an integrated approach utilizing (1)H NMR and UPLC-Q-TOF/MS together was firstly used for a comprehensive urinary metabonomics study on chronic unpredictable mild stress (CUMS) treated rats. More than twenty-nine metabolic pathways were disturbed after CUMS treatment and thirty-six potential biomarkers were identified by using two complementary analytical technologies. Among the identified biomarkers, nineteen (10, 11, 16, 17, 21-25, and 27-36) were firstly reported as potential biomarkers of CUMS-induced depression. Obviously, this paper presented a comprehensive map of the metabolic pathways perturbed by CUMS and expanded on the multitude of potential biomarkers that have been previously reported in the CUMS model. Four metabolic pathways, including valine, leucine and isoleucine biosynthesis; phenylalanine, tyrosine and tryptophan biosynthesis; tryptophan metabolism; synthesis and degradation of ketone bodies had the deepest influence in the pathophysiologic process of depression. Fifteen potential biomarkers (1-2, 4-6, 15, 18, 20-23, 27, 32, 35-36) involved in the above four metabolic pathways might become the screening criteria in clinical diagnosis and predict the development of depression. Moreover, the results of Western blot analysis of aromatic L-amino acid decarboxylase (DDC) and indoleamine 2, 3-dioxygenase (IDO) in the hippocampus of CUMS-treated rats indicated that depletion of 5-HT and tryptophan, production of 5-MT and altered expression of DDC and IDO together played a key role in the initiation and progression of depression. In addition, none of the potential biomarkers were detected by NMR and LC-MS simultaneously which indicated the complementary of the two kinds of detection technologies. Therefore, the integration of (1)H NMR and UPLC-Q-TOF/MS in metabonomics study provided an approach to identify the comprehensive potential depression-related biomarkers and helpful in further understanding the underlying molecular mechanisms of depression through the disturbance of metabolic pathways.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Amino Acids / urine*
  • Animals
  • Aromatic-L-Amino-Acid Decarboxylases / metabolism
  • Behavior, Animal
  • Biomarkers / urine
  • Chromatography, Liquid
  • Depression / etiology
  • Depression / urine*
  • Hippocampus / enzymology
  • Indoleamine-Pyrrole 2,3,-Dioxygenase / metabolism
  • Magnetic Resonance Spectroscopy
  • Male
  • Mass Spectrometry
  • Metabolic Networks and Pathways
  • Metabolome
  • Rats
  • Rats, Wistar
  • Stress, Psychological / complications
  • Stress, Psychological / urine*

Substances

  • Amino Acids
  • Biomarkers
  • Indoleamine-Pyrrole 2,3,-Dioxygenase
  • Aromatic-L-Amino-Acid Decarboxylases

Grants and funding

The authors gratefully acknowledge financial support from the National Natural Science Foundation of China (Grant No. 81173512). This study was also supported by National S&T Major Special Project on Major New Drug Innovation (2012ZX09301002-001). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.