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Abstract
Although a number of studies have identified several convincing candidate genes or molecules, the pathophysiology of schizophrenia (SCZ) has not been completely elucidated. Therapeutic optimization based on pathophysiology should be performed as early as possible to improve functional outcomes and prognosis; to detect useful biomarkers for SCZ, which reflect pathophysiology and can be utilized for timely diagnosis and effective therapy. To explore biomarkers for SCZ, we employed fluorescence two-dimensional differential gel electrophoresis (2D-DIGE) of lymphoblastoid cell lines (LCLs) [1st sample set: 30 SCZ and 30 control subjects (CON)]. Differentially expressed protein spots were sequenced by liquid chromatography tandem-mass spectrometry (LC-MS/MS) and identified proteins were confirmed by western blotting (WB) (1st and 2nd sample set: 60 SCZ and 60 CON). Multivariate logistic regression analysis was performed to identify an optimal combination of biomarkers to create a prediction model for SCZ. Twenty protein spots were differentially expressed between SCZ and CON in 2D-DIGE analysis and 22 unique proteins were identified by LC-MS/MS. Differential expression of eight of 22 proteins was confirmed by WB. Among the eight candidate proteins (HSPA4L, MX1, GLRX3, UROD, MAPRE1, TBCB, IGHM, and GART), we successfully constructed logistic regression models comprised of 4- and 6-markers with good discriminative ability between SCZ and CON. In both WB and gene expression analysis of LCL, MX1 showed reproducibly significant associations. Moreover, Mx1 and its related proinflamatory genes (Mx2, Il1b, and Tnf) were also up-regulated in poly I:C-treated mice. Differentially expressed proteins might be associated with molecular pathophysiology of SCZ, including dysregulation of immunological reactions and potentially provide diagnostic and prognostic biomarkers.
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1 Meijo University, Division of Clinical Sciences and Neuropsychopharmacology, Faculty and Graduate School of Pharmacy, Nagoya, Japan (GRID:grid.259879.8); Nagoya University Graduate School of Medicine, Department of Neuropsychopharmacology and Hospital Pharmacy, Nagoya, Japan (GRID:grid.27476.30) (ISNI:0000 0001 0943 978X); Nagoya University Graduate School of Medicine, Department of Psychiatry, Nagoya, Japan (GRID:grid.27476.30) (ISNI:0000 0001 0943 978X)
2 Meijo University, Division of Clinical Sciences and Neuropsychopharmacology, Faculty and Graduate School of Pharmacy, Nagoya, Japan (GRID:grid.259879.8); Nagoya University Graduate School of Medicine, Department of Neuropsychopharmacology and Hospital Pharmacy, Nagoya, Japan (GRID:grid.27476.30) (ISNI:0000 0001 0943 978X)
3 Nagoya University Graduate School of Medicine, Department of Psychiatry, Nagoya, Japan (GRID:grid.27476.30) (ISNI:0000 0001 0943 978X)
4 University of Tokyo, Department of Biostatistics and Bioinformatics, Graduate School of Medicine, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X)
5 Meijo University, Division of Clinical Sciences and Neuropsychopharmacology, Faculty and Graduate School of Pharmacy, Nagoya, Japan (GRID:grid.259879.8)
6 Meijo University, Division of Clinical Sciences and Neuropsychopharmacology, Faculty and Graduate School of Pharmacy, Nagoya, Japan (GRID:grid.259879.8); Nagoya University Graduate School of Medicine, Department of Psychiatry, Nagoya, Japan (GRID:grid.27476.30) (ISNI:0000 0001 0943 978X)
7 Nagoya University Graduate School of Medicine, Department of Neuropsychopharmacology and Hospital Pharmacy, Nagoya, Japan (GRID:grid.27476.30) (ISNI:0000 0001 0943 978X)
8 Nagoya University Graduate School of Medicine, Department of Psychiatry, Nagoya, Japan (GRID:grid.27476.30) (ISNI:0000 0001 0943 978X); Nagoya University Hospital, Center for Advanced Medicine and Clinical Research, Nagoya, Japan (GRID:grid.437848.4) (ISNI:0000 0004 0569 8970)
9 Nagoya University Graduate School of Medicine, Department of Psychiatry, Nagoya, Japan (GRID:grid.27476.30) (ISNI:0000 0001 0943 978X); Nagoya University Hospital, Department of Psychiatry, Nagoya, Japan (GRID:grid.437848.4) (ISNI:0000 0004 0569 8970)
10 Nagoya University Graduate School of Medicine, Department of Psychiatry, Nagoya, Japan (GRID:grid.27476.30) (ISNI:0000 0001 0943 978X); Nagoya University Hospital, Department of Psychiatry, Nagoya, Japan (GRID:grid.437848.4) (ISNI:0000 0004 0569 8970); Institute for Advanced Research, Nagoya University, Nagoya, Japan (GRID:grid.27476.30) (ISNI:0000 0001 0943 978X)
11 Nagoya University Graduate School of Medicine, Department of Psychiatry, Nagoya, Japan (GRID:grid.27476.30) (ISNI:0000 0001 0943 978X); National Institute of Mental Health, National Center of Neurology and Psychiatry, Department of Pathology of Mental Diseases, Tokyo, Japan (GRID:grid.416859.7) (ISNI:0000 0000 9832 2227)
12 Nagoya University Graduate School of Medicine, Department of Psychiatry, Nagoya, Japan (GRID:grid.27476.30) (ISNI:0000 0001 0943 978X); Nagoya University, Brain and Mind Research Center, Nagoya, Japan (GRID:grid.27476.30) (ISNI:0000 0001 0943 978X)
13 Nagoya University Hospital, Department of Psychiatry, Nagoya, Japan (GRID:grid.437848.4) (ISNI:0000 0004 0569 8970)