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BZs, such as diazepam, although they are efficient in equilibrating GABA(A) receptor signal transduction in a manner beneficial in the treatment of positive and negative symptoms of SZ, may not be ideal drugs, because by mediating a full positive allosteric modulation of GABA(A) receptors containing the alpha(1) subunit, they contribute to sedation and to the development of tolerance after even a brief period of treatment. In contrast, other BZ-binding site ligands, such as 6-(2bromophenyl)-8-fluoro-4H-imidazo [1,5-a][1,4] benzodiazepine-3-carboxamide (imidazenil), which fail to allosterically and positively modulate the action of GABA at GABA(A) receptors with alpha(1) subunits but that selectively allosterically modulate cortical GABA(A) receptors containing alpha(5) subunits, contribute to the anxiolytic, antipanic, and anticonvulsant actions of these ligands without producing sedation, amnesia, or tolerance. Strong support for the use of imidazenil in psychosis emerges from experiments with reeler mice or with methionine-treated mice, which express a pronounced reelin and GAD(67) downregulation that is also operative in SZ and BP disorders. In mice that model SZ symptoms, imidazenil increases signal transduction at GABA(A) receptors containing alpha(5) subunits and contributes to the reduction of behavioral deficits without producing sedation or tolerance liability. Hence, we suggest that imidazenil may be considered a prototype for a new generation of positive allosteric modulators of GABA(A) receptors, which, either alone or in combination with neuroleptics, should be evaluated in GABAergic dysfunction operative in the treatment of SZ and BP disorders with psychosis.

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Exposure to stressful life events during pregnancy exerts profound effects on neurodevelopment and increases the risk for several neurodevelopmental disorders including major depression. The mechanisms underlying the consequences of gestational stress are complex and remain to be elucidated. This study investigated the effects of gestational stress on depressive-like behavior and epigenetic modifications in young adult offspring. Gestational stress was induced by a combination of restraint and 24-hour light disturbance to pregnant dams throughout gestation. Depressive-like and anxiety-like behaviors of young adult offspring were examined. The expression and promoter methylation of brain derived neurotrophic factor (BDNF) were measured using RT-qPCR, Western blot, methylated DNA immunoprecipitation (MeDIP) and chromatin immunoprecipitation (ChIP). In addition, the expressions of histone deacetylases (HDACs) and acetylated histone H3 lysine 14 (AcH3K14) were also analyzed. Our results show that offspring from gestational stress dams exhibited depressive-like and anxiety-like behaviors. Biochemically, stress-offspring showed decreased expression of BDNF, increased expression of DNMT1, HDAC1, and HDAC2, and decreased expression of AcH3K14 in the hippocampus as compared to non-stress offspring. Data from MeDIP and ChIP assays revealed an increased methylation as well as decreased binding of AcH3K14 on specific BDNF promoters. Pearson analyses indicated that epigenetic changes induced by gestational stress were correlated with depressive-like and anxiety-like behaviors. These data suggest that gestational stress may be a suitable model for understanding the behavioral and molecular epigenetic changes observed in patients with depression.

This paper presents a new image hashing that is designed with tensor decomposition (TD), referred to as TD hashing, where image hash generation is viewed as deriving a compact representation from a tensor. Specifically, a stable three-order tensor is first constructed from the normalized image, so as to enhance the robustness of our TD hashing. A popular TD algorithm, called Tucker decomposition, is then exploited to decompose the three-order tensor into a core tensor and three orthogonal factor matrices. As the factor matrices can reflect intrinsic structure of original tensor, hash construction with the factor matrices makes a desirable discrimination of the TD hashing. To examine these claims, there are 14,551 images selected for our experiments. A receiver operating characteristics (ROC) graph is used to conduct theoretical analysis and the ROC comparisons illustrate that the TD hashing outperforms some state-of-the-art algorithms in classification performance between the robustness and discrimination.

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