Gene expression change in the cerebellum and prefrontal cortex of depression rats
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ABSTRACT:
ORGANISM(S): Rattus norvegicus
PROVIDER: GSE63377 | GEO | 2015/02/26
SECONDARY ACCESSION(S): PRJNA267592
REPOSITORIES: GEO
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Project description:The depressive-like behavior in animals is usually assessed by standardized behavioral tests such as the forced swimming test. However, the findings of these tests may be affected by individual variability among animals, which may hinder the discovery of genes responsible for depression. Few reports have showed the influence of individual variability in identifying the genes associated with depressive-like behavior. In this study, we measured the immobility ratio (% immobility in 5 min) in the forced swimming test in 106 male Wistar rats. According to the distribution of individual immobility ratio, the rats were divided into three groups: the control group with immobility ratio -1 to +1 standard deviation (SD) from the mean, the depressive group with immobility ratio +1 to +2 SD above the mean, and the anti-depressive group with immobility ratio -1 to -2 SD below the mean. Microarray analysis was used to identify the genes differentially expressed by depressive group rats in the prefrontal cortex and cerebellum. The differentially expressed genes in both brain regions of the depressive group were Alas2, Gh1, Hba-a2, Hbb, Hbb-b1, Hbe2, LOC689064, Mrps10, Mybpc, Olf6415, and Pfkb1. Ingenuity pathway analysis identified Gh1 as a hub gene in the networks of the differentially expressed genes in both brain regions. This study indicates that inherent differences in depressive-like behavior may be related to the Gh1 expression in the cerebellum and prefrontal cortex. We measured the immobility ratio of 106 normal rats using the forced swimming test and statistically analysis. We selected the rats exhibitting depressive-like behavior or average in the 106 rats. Total RNA was prepareted from the cerebellum and prefrontal cortex. An equal amount of RNA from 4 rats in each group was pooled and used for microarray analysis.
2015-02-26 | E-GEOD-63377 | biostudies-arrayexpress
Project description:Trihalomethanes (THM) are a class of disinfection by-products in chlorinated waters linked to deleterious health effects in humans although biological mechanisms are unclear. We aimed to study short-term changes in blood gene expression of adult recreational swimmers associated with physical activity and THM exposure. Adult volunteers (18-50 years, non-smokers, non-asthmatics) swam 40 minutes in an indoor chlorinated pool in Barcelona. Blood samples and THM measurements in exhaled breath were collected before and 5 min/1h after swimming, respectively. Physical activity intensity was calculated as metabolic equivalents (METs). Gene expression in whole blood RNA was evaluated using Illumina HumanHT-12v3 Expression-BeadChip. Linear mixed models, Gene Set Enrichment Analyses-GSEA and mediation analyses were used. The study population comprised 37 before-after pairs, with mean age 31 years (SD: 6.0), 60% female, and average changes before-after swimming of 1.75 METs (SD: 1.36) and 0.23 µg/m3 of exhaled bromoform (SD: 0.23). Among THM, bromoform yielded the strongest effect on gene expression changes. Eighty eight probes were associated with bromoform, 326 probes with MET and 77 probes overlapped. In mutually adjusted models, 15 probes remained significant for MET after False Discovery Rate (FDR). Although not FDR significant, in 23 nominally significant probes (p-value <0.05), fulfilling criteria for exploring mediation, 29.5 to 53.4% of MET effect was mediated by exhaled bromoform. Individual genes in this subset and the GSEA of the mutually adjusted gene lists of bromoform and MET were associated with pathways related to inflammatory/immune response and to several cancers. In this first study evaluating short-term gene expression changes associated with swimming in a chlorinated pool, changes in gene expression were observed in association with physical activity with part of this effect mediated through bromoform exposure. Identified genes were correlated with inflammatory, immune response and cancer pathways. These results need replication in larger studies. Expression profile differences were determined between total RNA extracted before and after exposure to trihalomethanes present in swimming pool water for 40 minute from whole blood samples from 33 healthy human individuals.
2015-09-07 | E-GEOD-61225 | biostudies-arrayexpress
Project description:Trihalomethanes (THM) are a class of disinfection by-products in chlorinated waters linked to deleterious health effects in humans although biological mechanisms are unclear. We aimed to study short-term changes in blood gene expression of adult recreational swimmers associated with physical activity and THM exposure. Adult volunteers (18-50 years, non-smokers, non-asthmatics) swam 40 minutes in an indoor chlorinated pool in Barcelona. Blood samples and THM measurements in exhaled breath were collected before and 5 min/1h after swimming, respectively. Physical activity intensity was calculated as metabolic equivalents (METs). Gene expression in whole blood RNA was evaluated using Illumina HumanHT-12v3 Expression-BeadChip. Linear mixed models, Gene Set Enrichment Analyses-GSEA and mediation analyses were used. The study population comprised 37 before-after pairs, with mean age 31 years (SD: 6.0), 60% female, and average changes before-after swimming of 1.75 METs (SD: 1.36) and 0.23 µg/m3 of exhaled bromoform (SD: 0.23). Among THM, bromoform yielded the strongest effect on gene expression changes. Eighty eight probes were associated with bromoform, 326 probes with MET and 77 probes overlapped. In mutually adjusted models, 15 probes remained significant for MET after False Discovery Rate (FDR). Although not FDR significant, in 23 nominally significant probes (p-value <0.05), fulfilling criteria for exploring mediation, 29.5 to 53.4% of MET effect was mediated by exhaled bromoform. Individual genes in this subset and the GSEA of the mutually adjusted gene lists of bromoform and MET were associated with pathways related to inflammatory/immune response and to several cancers. In this first study evaluating short-term gene expression changes associated with swimming in a chlorinated pool, changes in gene expression were observed in association with physical activity with part of this effect mediated through bromoform exposure. Identified genes were correlated with inflammatory, immune response and cancer pathways. These results need replication in larger studies.
2015-09-07 | GSE61225 | GEO
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2009-09-25 | E-GEOD-15860 | biostudies-arrayexpress
Project description:Accumulating evidence demonstrates that the gut microbiota affects brain function and behavior, including depressive behavior. Antidepressants are the main drugs used for treatment of depression. We hypothesized that antidepressant treatment could modify gut microbiota which can partially mediate their antidepressant effects. Mice were chronically treated with one of five antidepressants (fluoxetine, escitalopram, venlafaxine, duloxetine or desipramine), and gut microbiota was analyzed, using 16s rRNA gene sequencing. After characterization of differences in the microbiota, chosen bacterial species were supplemented to vehicle and antidepressant-treated mice, and depressive-like behavior was assessed to determine bacterial effects. RNA-seq analysis was performed to determine effects of bacterial treatment in the brain. Antidepressants reduced richness and increased beta diversity of gut bacteria, compared to controls. At the genus level, antidepressants reduced abundances of Ruminococcus, Adlercreutzia, and an unclassified Alphaproteobacteria. To examine implications of the dysregulated bacteria, we chose one of antidepressants (duloxetine) and investigated if its antidepressive effects can be attenuated by simultaneous treatment with Ruminococcus flavefaciens or Adlercreutzia equolifaciens. Supplementation with R. flavefaciens diminished duloxetine-induced decrease in depressive-like behavior, while A. equolifaciens had no such effect. R. flavefaciens treatment induced changes in cortical gene expression, up-regulating genes involved in mitochondrial oxidative phosphorylation, while down-regulating genes involved in neuronal plasticity. Our results demonstrate that various types of antidepressants alter gut microbiota composition, and further implicate a role for R. flavefaciens in alleviating depressive-like behavior.
2019-04-05 | GSE129359 | GEO
Project description:In this study, depressive-like mice induced by chronic unpredictable mild stimulation (CUMS) were used to investigate the impact of psychological stress on reproduction and alterations in sperm sncRNAs. The results showed that CUMS treatments for 4 weeks induced depressive behavior in male mice and significantly affected sperm quality. The results obtained from small RNA sequencing indicated that alterations occurred in the distribution and composition of small non-coding RNAs (sncRNAs), encompassing PIWI-interacting RNAs (piRNAs), rRNA-derived small RNAs (rsRNA), and tRNA-derived small RNAs (tsRNA). Furthermore, the offspring of male mice with depressive-like behavior have a significant reduction in survival rate at 21 days after birth, and those that did survive displayed an increased susceptibility to depression.
2024-07-31 | GSE242253 | GEO