Skip to main content
Log in

Peripheral metabolic abnormalities of lipids and amino acids implicated in increased risk of suicidal behavior in major depressive disorder

  • Original Article
  • Published:
Metabolomics Aims and scope Submit manuscript

Abstract

Suicide is the most serious consequence of major depressive disorder (MDD), yet a vast majority of MDD patients never attempt nor commit suicide. This discrepancy suggests a predisposition to suicidal behavior independent of MDD. However, the molecular basis of this predisposition remains largely unknown, hampering development of specific and targeted treatment of MDD patients at risk for suicide. A proton nuclear magnetic resonance (1H NMR)-based metabonomic approach was used to capture metabolic perturbations related to suicide predisposition in the context of MDD. 1H NMR spectra of plasma sampled from drug-naïve depressed suicide attempters (n = 21), non-attempters (n = 35), and healthy controls (n = 35) were recorded and analyzed through a multivariate statistical approach. Multivariate statistical analysis demonstrated that the depressed suicide attempter group was significantly distinguishable from the depressed non-attempter group and controls group. Several key metabolites, including lipids (low-density lipoprotein, very low-density lipoprotein, cholesterol and unsaturated lipid), lipid metabolism-related molecules (glucose, pyruvate and lactate) and amino acids (alanine, glycine and taurine) responsible for discriminating depressed suicide attempters from the nonattempters and controls were identified. This study is the first to indicate that peripheral perturbations in lipid and amino acid metabolism may be implicated in the predisposition to suicide in MDD patients.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  • Barton, R. H., et al. (2010). The influence of EDTA and citrate anticoagulant addition to human plasma on information recovery from NMR-based metabolic profiling studies. Molecular Biosystems, 6(1), 215–224.

    Article  PubMed  CAS  Google Scholar 

  • Blair-West, G. W., Cantor, C. H., Mellsop, G. W., & Eyeson-Annan, M. L. (1999). Lifetime suicide risk in major depression: Sex and age determinants. Journal of Affective Disorders, 55(2–3), 171–178.

    Article  PubMed  CAS  Google Scholar 

  • Coen, M., Lenz, E. M., Nicholson, J. K., Wilson, I. D., Pognan, F., & Lindon, J. C. (2003). An integrated metabonomic investigation of acetaminophen toxicity in the mouse using NMR spectroscopy. Chemical Research in Toxicology, 16(3), 295–303.

    Article  PubMed  CAS  Google Scholar 

  • Craig, A., Cloarec, O., Holmes, E., Nicholson, J. K., & Lindon, J. C. (2006). Scaling and normalization effects in NMR spectroscopic metabonomic data sets. Analytical Chemistry, 78(7), 2262–2267.

    Article  PubMed  CAS  Google Scholar 

  • Elizabeth Sublette, M., et al. (2011). Plasma kynurenine levels are elevated in suicide attempters with major depressive disorder. Brain, Behavior, and Immunity, 25(6), 1272–1278.

    Article  PubMed  Google Scholar 

  • Gowda, G., Zhang, S., Gu, H., Asiago, V., Shanaiah, N., & Raftery, D. (2008). Metabolomics-based methods for early disease diagnostics. Expert Review of Molecular Diagnostics, 8(5), 617–633.

    Article  PubMed  CAS  Google Scholar 

  • Hamilton, M. (1960). A rating scale for depression. Journal of Neurology, Neurosurgery and Psychiatry, 23(1), 56.

    Article  CAS  Google Scholar 

  • Holmes, E., et al. (2006). Metabolic profiling of CSF: Evidence that early intervention may impact on disease progression and outcome in schizophrenia. Plos Medicine, 3(8), 327.

    Article  Google Scholar 

  • Jung, Y., Lee, J., Kwon, J., Lee, K. S., Ryu, D. H., & Hwang, G. S. (2010). Discrimination of the geographical origin of beef by 1H NMR-based metabolomics. Journal of Agricultural and Food Chemistry, 58(19), 10458–10466.

    Article  PubMed  CAS  Google Scholar 

  • Kessler, R. C., Berglund, P., Borges, G., Nock, M., & Wang, P. S. (2005). Trends in suicide ideation, plans, gestures, and attempts in the United States, 1990–1992 to 2001–2003. JAMA, 293(20), 2487.

    Article  PubMed  CAS  Google Scholar 

  • Kessler, R. C., et al. (2003). The epidemiology of major depressive disorder: Results from the National Comorbidity Survey Replication (NCS-R). JAMA, 289(23), 3095–3105.

    Article  PubMed  Google Scholar 

  • Kim, Y. K., & Myint, A. M. (2004). Clinical application of low serum cholesterol as an indicator for suicide risk in major depression. Journal of Affective Disorders, 81(2), 161–166.

    Article  PubMed  CAS  Google Scholar 

  • Lalovic, A., Klempan, T., Sequeira, A., Luheshi, G., & Turecki, G. (2010). Altered expression of lipid metabolism and immune response genes in the frontal cortex of suicide completers. Journal of Affective Disorders, 120(1–3), 24–31.

    Article  PubMed  CAS  Google Scholar 

  • Lan, M., et al. (2008). Metabonomic analysis identifies molecular changes associated with the pathophysiology and drug treatment of bipolar disorder. Moleular Psychiatry, 14(3), 269–279.

    Article  Google Scholar 

  • Lee, S., et al. (2009). The epidemiology of depression in metropolitan China. Psychological Medicine, 39(5), 735–747.

    Article  PubMed  CAS  Google Scholar 

  • Mann, J. J. (2003). Neurobiology of suicidal behaviour. Nature Reviews Neuroscience, 4(10), 819–828.

    Article  PubMed  CAS  Google Scholar 

  • Nicholson, J. K., Foxall, P. J. D., Spraul, M., Farrant, R. D., & Lindon, J. C. (1995). 750 MHz 1H and 1H–13C NMR spectroscopy of human blood plasma. Analytical Chemistry, 67(5), 793–811.

    Article  PubMed  CAS  Google Scholar 

  • Nicholson, J. K., & Lindon, J. C. (2008). Systems biology: Metabonomics. Nature, 455(7216), 1054–1056.

    Article  PubMed  CAS  Google Scholar 

  • Nicholson, J. K., Lindon, J. C., & Holmes, E. (1999). ‘Metabonomics’: Understanding the metabolic responses of living systems to pathophysiological stimuli via multivariate statistical analysis of biological NMR spectroscopic data. Xenobiotica, 29(11), 1181–1189.

    Article  PubMed  CAS  Google Scholar 

  • Sublette, M. E., Hibbeln, J. R., Galfalvy, H., Oquendo, M. A., & Mann, J. J. (2006). Omega-3 polyunsaturated essential fatty acid status as a predictor of future suicide risk. American Journal of Psychiatry, 163(6), 1100.

    Article  PubMed  Google Scholar 

  • Trygg, J., & Wold, S. (2002). Orthogonal projections to latent structures (O-PLS). Journal of Chemometrics, 16(3), 119–128.

    Article  CAS  Google Scholar 

  • Tsang, T. M., Jeffrey, T. J. H., Holmes, E., & Bahn, S. (2006). Metabolic profiling of plasma from discordant schizophrenia twins: Correlation between lipid signals and global functioning in female schizophrenia patients. Journal of Proteome Research, 5(4), 756–760.

    Article  PubMed  CAS  Google Scholar 

  • Zheng, P., et al. (2012). Plasma metabonomics as a novel diagnostic approach for major depressive disorder. Journal of Proteome Research, 11(3), 1741–1748.

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgments

This work was supported by the National Basic Research Program of China (973 Program) (Grant No. 2009CB918300), the National Natural Science Foundation of China (Grant No. 30900456 and 21175099), and the Natural Science Foundation Project of Chongqing (CSTC, 2008BB5238 and 2010BB5393).

Conflicts of interest

The authors have declared no conflicts of interest in the submission of this manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Peng Xie.

Additional information

Peng Zheng and Hong C. Gao contributed equally to this study.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Zheng, P., Gao, HC., Qi, ZG. et al. Peripheral metabolic abnormalities of lipids and amino acids implicated in increased risk of suicidal behavior in major depressive disorder. Metabolomics 9, 688–696 (2013). https://doi.org/10.1007/s11306-012-0474-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11306-012-0474-9

Keywords

Navigation