Intra-subject correlation of brain and blood gene patterns in a mouse model of depression
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ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE72262 | GEO | 2015/08/21
SECONDARY ACCESSION(S): PRJNA293519
REPOSITORIES: GEO
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Project description:Gene expression profiling of blood cells in patients with major depressive disorder (MDD) has been used to identify potential biomarkers and to address the pathophysiology of MDD. However, whether alteration in gene expression in blood cells are reflected in the brain of the same individual is unclear. Here, we used an animal model of depression to investigate intra-subject correlation of gene expression patterns between the whole blood (WB) and the medial prefrontal cortex (mPFC). Ovariectomized mice exposed to the chronic ultra-mild stress were used as an animal model of depression. The major findings of the current genome-wide microarray analysis are that 1) the expression levels of 467 genes that were expressed in both tissues correlated positively between the two tissues, 2) alterations in the expression of 4,215 genes in the WB of OVX-operated mice compared to the sham-operated mice were concordant with alterations in the corresponding mPFC, 3) the biological terms over-represented in the 4,215 OVX-affected genes were associated with ribosomal function, and 4) the 6 genes that are potentially relevant to depression-like behavior were observed to be differentially expressed in the WB of the model mice. The current findings suggest that alterations in the expression of a subset of genes are significantly correlated between the WB and the mPFC with in the same individual in an experimental model of depression. Female mice were subjected to chronic ultra-mild stress, a bilateral ovariectomy, or both. Sham-operated mice without stress were used as the control. Medial prefrontal cortex and whole blood were obtained from the same individual (n = 6 in each group), and analyzed using an Agilent SurePrint G3 Mouse GE 8×60K Microarray (Design ID: 028005)
2015-08-21 | E-GEOD-72262 | biostudies-arrayexpress
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Project description:Major depressive disorder (MDD) is a prevalent and life-threatening illness in modern society. The susceptibility to MDD is profoundly influenced by environmental factors, such as stressful lifestyle or traumatic events, which could impose maladaptive transcriptional program through epigenetic regulation. However, the underlying molecular mechanisms remain elusive. Here we report that stress-susceptible rodents exhibit lower levels of histone crotonylation in the medial prefrontal cortex (mPFC), concurrent with regional upregulation of chromodomain Y-like (CDYL), a crotonyl-CoA hydratase and histone methyllysine reader. Overexpression of CDYL in the prelimbic cortex (PL), a sub-region of mPFC, increases microdefeat-induced social avoidance behaviors and anhedonia in mice. Conversely, knockdown of CDYL in PL prevents chronic social defeat stress-induced depression-like behaviors. Mechanistically, we show that CDYL inhibits structural synaptic plasticity mainly by transcriptional repression of neuropeptide VGF, and this activity is dependent on its dual effect on regional histone crotonylation and H3K27 tri-methylation on the VGF promoter. Together, our data indicate CDYL plays a critical role in regulating stress-induced depression-like behaviors, providing a potential therapeutic target for MDD.
2018-11-15 | GSE120293 | GEO
Project description:Several studies have suggested that SSD is a transitory phenomena in the depression spectrum and is thus considered a subtype of depression. However, the pathophysioloy of depression remain largely obscure and studies on SSD are limited. The present study compared the expression profile and made the classification with the leukocytes by using whole-genome cRNA microarrays among drug-free first-episode subjects with SSD, MDD, and healthy controls. We used microarrays to detail the global programme of gene expression to develop blood-based gene expression profiles models for classification of subsyndromal symptomatic depression and major depressive disorder The present study compared the expression profile and made the classification with the leukocytes by using whole-genome cRNA microarrays among drug-free first-episode subjects with SSD, MDD, and matched controls (8 subjects in each group). Support vector machines (SVMs) were utilized for training and testing on candidate signature expression profiles from signature selection step.
2012-03-21 | E-GEOD-32280 | biostudies-arrayexpress
Project description:This study aimed at identifying molecular biomarkers specific to inflammation-related subtype of MDD in order to improve diagnosis and treatment. For this, we performed whole-genome expression profiling from peripheral blood in a naturalistic model of inflammation-associated MDD represented by comorbid depression in obese patients.
2020-12-01 | GSE99725 | GEO
Project description:Background: Major Depressive Disorder (MDD) represents a major social and economic health issue and constitutes a major risk factor for MDD suicide. The molecular pathology of suicidal depression remains poorly understood, although it has been hypothesized that regulatory genomic processes are involved in the pathology of both MDD and suicidality. Methods: Genome-wide patterns of DNA methylation were assessed in depressed MDD suicide completers (n=20) and compared to non-psychiatric, sudden-death controls (n=20) using tissue from two cortical brain regions (Brodmann Area 11 (BA11) and Brodmann Area 25 (BA25)). Analyses focussed on identifying differentially methylated regions (DMRs) associated with suicidal depression, and epigenetic variation was explored in the context of polygenic risk scores for major depression and MDD suicide. Weighted gene co-methylation network analysis was used to identify modules of co-methylated loci associated with depressed MDD suicide completers and polygenic burden for MDD and MDD suicide attempt. Results: We identified a DMR upstream of the PSORS1C3 gene, subsequently validated using bisulfite-pyrosequencing and replicated in a second set of MDD suicide samples, which is characterized by significant hypomethylation in both cortical brain regions in MDD MDD suicide cases. We also identified discrete modules of co-methylated loci associated with polygenic risk burden for MDD suicide attempt, but not major depression. MDD suicide-associated co-methylation modules were enriched among gene networks implicating biological processes relevant to depression and suicidality, including nervous system development and mitochondria function. Conclusions: Our data suggest there are coordinated changes in DNA methylation associated with MDD suicide that may offer novel insights into the molecular pathology associated with depressed MDD suicide completers.
2016-11-01 | GSE88890 | GEO
Project description:Major depressive disorder (MDD) is the leading cause of disability worldwide. There is an urgent need for objective biomarkers to diagnose this highly heterogeneous syndrome, assign treatment, and evaluate treatment response and prognosis. MicroRNAs (miRNAs) are short non-coding RNAs, which are detected in body fluids that have emerged as potential biomarkers of many disease conditions. The present study explored the potential use of miRNAs as biomarkers for MDD and its treatment. We profiled the expression levels of circulating blood miRNAs from mice that were collected before and after exposure to chronic social defeat stress (CSDS), an extensively validated mouse model used to study depression, as well as after either repeated imipramine or single-dose ketamine treatment. We observed robust differences in blood miRNA signatures between stress-resilient and stress-susceptible mice after an incubation period, but not immediately after exposure to the stress. Furthermore, ketamine treatment was more effective than imipramine at re-establishing baseline miRNA expression levels, but only in mice that responded behaviorally to the drug. We identified the red blood cell-specific miR-144-3p as a candidate biomarker to aid depression diagnosis and predict ketamine treatment response in stress-susceptible mice and MDD patients. Lastly, we demonstrate that systemic knockdown of miR-144-3p, via subcutaneous administration of a specific antagomir, is sufficient to reduce the depression-related phenotype in stress-susceptible mice. RNA-sequencing analysis of blood after such miR-144-3p knockdown revealed a blunted transcriptional stress signature as well. These findings identify miR-144-3p as a novel target for diagnosis of MDD as well as for antidepressant treatment, and enhance our understanding of epigenetic processes associated with depression.
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2012-03-21 | GSE32280 | GEO