Urinary biomarker panel for diagnosing patients with depression and anxiety disorders

被引:80
作者
Chen, Jian-jun [1 ,2 ,3 ,4 ]
Bai, Shun-Jie [2 ,3 ]
Li, Wen-wen [3 ]
Zhou, Chan-juan [3 ,5 ]
Zheng, Peng [2 ,3 ]
Fang, Liang [3 ,5 ]
Wang, Hai-yang [2 ,3 ]
Liu, Yi-yun [2 ,3 ]
Xie, Peng [2 ,3 ]
机构
[1] Chongqing Med Univ, Inst Life Sci, Chongqing, Peoples R China
[2] Chongqing Med Univ, Affiliated Hosp 1, Dept Neurol, Chongqing, Peoples R China
[3] Chongqing Med Univ, Inst Neurosci, Chongqing, Peoples R China
[4] Chongqing Med Univ, Joint Int Res Lab Reprod & Dev, Chongqing, Peoples R China
[5] Chongqing Med Univ, Dept Neurol, Yongchuan Hosp, Chongqing, Peoples R China
来源
TRANSLATIONAL PSYCHIATRY | 2018年 / 8卷
基金
国家重点研发计划;
关键词
STRESS RAT MODEL; METABOLITE SIGNATURE; AMINOMALONIC ACID; MENTAL-DISORDERS; GUT MICROBIOTA; CO-MORBIDITY; RISK-FACTORS; IDENTIFICATION; POPULATION; INTERVIEW;
D O I
10.1038/s41398-018-0245-0
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Available data indicate that patients with depression and anxiety disorders are likely to be at greater risk for suicide. Therefore, it is important to correctly diagnose patients with depression and anxiety disorders. However, there are still no empirical laboratory methods to objectively diagnose these patients. In this study, the multiple metabolomics platforms were used to profile the urine samples from 32 healthy controls and 32 patients with depression and anxiety disorders for identifying differential metabolites and potential biomarkers. Then, 16 healthy controls and 16 patients with depression and anxiety disorders were used to independently validate the diagnostic performance of the identified biomarkers. Finally, a panel consisting of four biomarkers N-methylnicotinamide, aminomalonic acid, azelaic acid and hippuric acid was identified. This panel was capable of distinguishing patients with depression and anxiety disorders from healthy controls with an area under the receiver operating characteristic curve of 0.977 in the training set and 0.934 in the testing set. Meanwhile, we found that these identified differential metabolites were mainly involved in three metabolic pathways and five molecular and cellular functions. Our results could lay the groundwork for future developing a urine-based diagnostic method for patients with depression and anxiety disorders.
引用
收藏
页数:10
相关论文
共 58 条
[1]  
[Anonymous], 2015, COCHRANE DATABASE SY
[2]   Brain region-specific metabolite networks regulate antidepressant effects of venlafaxine [J].
Bai, Shunjie ;
Hu, Qingchuan ;
Chen, Zhi ;
Liang, Zihong ;
Wang, Wei ;
Shen, Peng ;
Wang, Ting ;
Wang, Haiyang ;
Xie, Peng .
RSC ADVANCES, 2017, 7 (73) :46358-46369
[3]   Nuclear magnetic resonance spectroscopic and principal components analysis investigations into biochemical effects of three model hepatotoxins [J].
Beckwith-Hall, BM ;
Nicholson, JK ;
Nicholls, AW ;
Foxall, PJD ;
Lindon, JC ;
Connor, SC ;
Abdi, M ;
Connelly, J ;
Holmes, E .
CHEMICAL RESEARCH IN TOXICOLOGY, 1998, 11 (04) :260-272
[4]  
Belmaker RH, 2008, NEW ENGL J MED, V358, P55, DOI [10.1056/NEJMra073096, 10.1038/nrdp.2016.65]
[5]   The Human Urine Metabolome [J].
Bouatra, Souhaila ;
Aziat, Farid ;
Mandal, Rupasri ;
Guo, An Chi ;
Wilson, Michael R. ;
Knox, Craig ;
Bjorndahl, Trent C. ;
Krishnamurthy, Ramanarayan ;
Saleem, Fozia ;
Liu, Philip ;
Dame, Zerihun T. ;
Poelzer, Jenna ;
Huynh, Jessica ;
Yallou, Faizath S. ;
Psychogios, Nick ;
Dong, Edison ;
Bogumil, Ralf ;
Roehring, Cornelia ;
Wishart, David S. .
PLOS ONE, 2013, 8 (09)
[6]  
Brown C, 1996, AM J PSYCHIAT, V153, P1293
[7]   Sex differences in gut microbiota in patients with major depressive disorder [J].
Chen, Jian-jun ;
Zheng, Peng ;
Liu, Yi-yun ;
Zhong, Xiao-gang ;
Wang, Hai-yang ;
Guo, Yu-jie ;
Xie, Peng .
NEUROPSYCHIATRIC DISEASE AND TREATMENT, 2018, 14 :647-655
[8]   Differential urinary metabolites related with the severity of major depressive disorder [J].
Chen, Jian-jun ;
Zhou, Chan-juan ;
Zheng, Peng ;
Cheng, Ke ;
Wang, Hai-yang ;
Li, Juan ;
Zeng, Li ;
Xie, Peng .
BEHAVIOURAL BRAIN RESEARCH, 2017, 332 :280-287
[9]   Effects of gut microbiota on the microRNA and mRNA expression in the hippocampus of mice [J].
Chen, Jian-jun ;
Zeng, Ben-hua ;
Li, Wen-wen ;
Zhou, Chan-juan ;
Fan, Song-hua ;
Cheng, Ke ;
Zeng, Li ;
Zheng, Peng ;
Fang, Liang ;
Wei, Hong ;
Xie, Peng .
BEHAVIOURAL BRAIN RESEARCH, 2017, 322 :34-41
[10]   Divergent Urinary Metabolic Phenotypes between Major Depressive Disorder and Bipolar Disorder Identified by a Combined GC-MS and NMR Spectroscopic Metabonomic Approach [J].
Chen, Jian-jun ;
Zhou, Chan-juan ;
Liu, Zhao ;
Fu, Yu-ying ;
Zheng, Peng ;
Yang, De-yu ;
Li, Qi ;
Mu, Jun ;
Wei, You-dong ;
Zhou, Jing-jing ;
Huang, Hua ;
Xie, Peng .
JOURNAL OF PROTEOME RESEARCH, 2015, 14 (08) :3382-3389