2,4-Dihydroxypyrimidine is a potential urinary metabolite biomarker for diagnosing bipolar disorder
- PMID: 24457555
- DOI: 10.1039/c3mb70614a
2,4-Dihydroxypyrimidine is a potential urinary metabolite biomarker for diagnosing bipolar disorder
Abstract
Bipolar disorder (BD) is a common and debilitating mental disorder. However, there are no biomarkers available to aid in the diagnosis of this disorder. Here, we used a gas chromatography-mass spectrometry (GC-MS) based metabonomic method to characterize the urinary metabolic profiling of BD subjects and healthy controls to identify and validate urinary metabolite biomarkers for BD. Multivariate statistical analysis was used to visualize group discrimination and identify differentially expressed urinary metabolites in BD subjects relative to the healthy controls. Multivariate statistical analysis showed that the BD group was significantly distinguishable from the healthy control. Totally, 37 urinary metabolites responsible for discriminating BD subjects from healthy controls were identified. Interestingly, of 37 differential metabolites, 2,4-dihydroxypyrimidine was identified as an effective diagnostic biomarker for BD, yielding an area under the receiver operating characteristic curve (AUC) of 0.889 in the training samples (45 BD subjects and 61 healthy controls) and 0.805 in the test samples (26 BD subjects and 33 healthy controls). Our findings suggest that 2,4-dihydroxypyrimidine is a promising candidate urinary biomarker for BD, which may facilitate development of a urine-based diagnostic test for BD.
Similar articles
-
Divergent Urinary Metabolic Phenotypes between Major Depressive Disorder and Bipolar Disorder Identified by a Combined GC-MS and NMR Spectroscopic Metabonomic Approach.J Proteome Res. 2015 Aug 7;14(8):3382-9. doi: 10.1021/acs.jproteome.5b00434. Epub 2015 Jul 20. J Proteome Res. 2015. PMID: 26168936
-
A novel urinary metabolite signature for diagnosing major depressive disorder.J Proteome Res. 2013 Dec 6;12(12):5904-11. doi: 10.1021/pr400939q. Epub 2013 Nov 26. J Proteome Res. 2013. PMID: 24224655
-
Combined application of NMR- and GC-MS-based metabonomics yields a superior urinary biomarker panel for bipolar disorder.Sci Rep. 2014 Jul 28;4:5855. doi: 10.1038/srep05855. Sci Rep. 2014. PMID: 25068480 Free PMC article.
-
Biomarkers for major depressive and bipolar disorders using metabolomics: A systematic review.Am J Med Genet B Neuropsychiatr Genet. 2019 Mar;180(2):122-137. doi: 10.1002/ajmg.b.32680. Epub 2018 Nov 8. Am J Med Genet B Neuropsychiatr Genet. 2019. PMID: 30411484
-
Advancing biomarker research: utilizing 'Big Data' approaches for the characterization and prevention of bipolar disorder.Bipolar Disord. 2014 Aug;16(5):531-47. doi: 10.1111/bdi.12162. Epub 2013 Dec 16. Bipolar Disord. 2014. PMID: 24330342 Review.
Cited by
-
The Antidepressant Effect of Deoiled Sunflower Seeds on Chronic Unpredictable Mild Stress in Mice Through Regulation of Microbiota-Gut-Brain Axis.Front Nutr. 2022 Jul 1;9:908297. doi: 10.3389/fnut.2022.908297. eCollection 2022. Front Nutr. 2022. PMID: 35859751 Free PMC article.
-
Urinary Biomarkers of Brain Diseases.Genomics Proteomics Bioinformatics. 2015 Dec;13(6):345-54. doi: 10.1016/j.gpb.2015.08.005. Epub 2016 Jan 2. Genomics Proteomics Bioinformatics. 2015. PMID: 26751805 Free PMC article. Review.
-
Current state of biomarkers in bipolar disorder.Curr Psychiatry Rep. 2014 Dec;16(12):514. doi: 10.1007/s11920-014-0514-4. Curr Psychiatry Rep. 2014. PMID: 25308386 Review.
-
Metabolomic Profiling of Bipolar Disorder by 1H-NMR in Serbian Patients.Metabolites. 2023 Apr 28;13(5):607. doi: 10.3390/metabo13050607. Metabolites. 2023. PMID: 37233648 Free PMC article.
-
Diagnosis of major depressive disorder based on changes in multiple plasma neurotransmitters: a targeted metabolomics study.Transl Psychiatry. 2018 Jul 10;8(1):130. doi: 10.1038/s41398-018-0183-x. Transl Psychiatry. 2018. PMID: 29991685 Free PMC article.
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Miscellaneous