MicroRNA Expression Aberration as Potential Peripheral Blood Biomarkers for Schizophrenia

被引:203
作者
Lai, Chi-Yu [1 ]
Yu, Sung-Liang [2 ,3 ]
Hsieh, Ming H. [4 ,5 ]
Chen, Chun-Houh [6 ]
Chen, Hsuan-Yu [2 ,6 ]
Wen, Chun-Chiang [4 ,5 ]
Huang, Yung-Hsiang [1 ]
Hsiao, Po-Chang [2 ]
Hsiao, Chuhsing Kate [1 ,2 ]
Liu, Chih-Min [4 ,5 ]
Yang, Pan-Chyr [2 ,5 ,7 ]
Hwu, Hai-Gwo [1 ,4 ,5 ,8 ]
Chen, Wei J. [1 ,2 ,4 ,5 ,8 ]
机构
[1] Natl Taiwan Univ, Coll Publ Hlth, Inst Epidemiol & Prevent Med, Taipei 10764, Taiwan
[2] Natl Taiwan Univ, Ctr Genom Med, Taipei 10764, Taiwan
[3] Natl Taiwan Univ, Coll Med, Dept Clin Lab Sci & Med Biotechnol, Taipei 10764, Taiwan
[4] Natl Taiwan Univ, Coll Med, Dept Psychiat, Taipei 10764, Taiwan
[5] Natl Taiwan Univ, Natl Taiwan Univ Hosp, Taipei 10764, Taiwan
[6] Acad Sinica, Inst Stat Sci, Taipei 11529, Taiwan
[7] Natl Taiwan Univ, Coll Med, Dept Internal Med, Taipei, Taiwan
[8] Natl Taiwan Univ, Neurobiol & Cognit Ctr, Taipei 10764, Taiwan
关键词
CONTINUOUS PERFORMANCE-TEST; GENE-EXPRESSION; PREFRONTAL CORTEX; MONONUCLEAR-CELLS; BRAIN; IDENTIFICATION; INDIVIDUALS; DEFICITS; CLASSIFICATION; DYSREGULATION;
D O I
10.1371/journal.pone.0021635
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Since brain tissue is not readily accessible, a new focus in search of biomarkers for schizophrenia is blood-based expression profiling of non-protein coding genes such as microRNAs (miRNAs), which regulate gene expression by inhibiting the translation of messenger RNAs. This study aimed to identify potential miRNA signature for schizophrenia by comparing genome-wide miRNA expression profiles in patients with schizophrenia vs. healthy controls. A genome-wide miRNA expression profiling was performed using a Taqman array of 365 human miRNAs in the mononuclear leukocytes of a learning set of 30 cases and 30 controls. The discriminating performance of potential biomarkers was validated in an independent testing set of 60 cases and 30 controls. The expression levels of the miRNA signature were then evaluated for their correlation with the patients' clinical symptoms, neurocognitive performances, and neurophysiological functions. A seven-miRNA signature (hsa-miR-34a, miR-449a, miR-564, miR-432, miR-548d, miR-572 and miR-652) was derived from a supervised classification with internal cross-validation, with an area under the curve (AUC) of receiver operating characteristics of 93%. The putative signature was then validated in the testing set, with an AUC of 85%. Among these miRNAs, miR-34a was differentially expressed between cases and controls in both the learning (P = 0.005) and the testing set (P = 0.002). These miRNAs were differentially correlated with patients' negative symptoms, neurocognitive performance scores, and event-related potentials. The results indicated that the mononuclear leukocyte-based miRNA profiling is a feasible way to identify biomarkers for schizophrenia, and the seven-miRNA signature warrants further investigation.
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页数:10
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