15 research outputs found
Microglia Transcriptome Changes in a Model of Depressive Behavior after Immune Challenge.
Depression symptoms following immune response to a challenge have been reported after the recovery from sickness. A RNA-Seq study of the dysregulation of the microglia transcriptome in a model of inflammation-associated depressive behavior was undertaken. The transcriptome of microglia from mice at day 7 after Bacille Calmette Guérin (BCG) challenge was compared to that from unchallenged Control mice and to the transcriptome from peripheral macrophages from the same mice. Among the 562 and 3,851 genes differentially expressed between BCG-challenged and Control mice in microglia and macrophages respectively, 353 genes overlapped between these cells types. Among the most differentially expressed genes in the microglia, serum amyloid A3 (Saa3) and cell adhesion molecule 3 (Cadm3) were over-expressed and coiled-coil domain containing 162 (Ccdc162) and titin-cap (Tcap) were under-expressed in BCG-challenged relative to Control. Many of the differentially expressed genes between BCG-challenged and Control mice were associated with neurological disorders encompassing depression symptoms. Across cell types, S100 calcium binding protein A9 (S100A9), interleukin 1 beta (Il1b) and kynurenine 3-monooxygenase (Kmo) were differentially expressed between challenged and control mice. Immune response, chemotaxis, and chemokine activity were among the functional categories enriched by the differentially expressed genes. Functional categories enriched among the 9,117 genes differentially expressed between cell types included leukocyte regulation and activation, chemokine and cytokine activities, MAP kinase activity, and apoptosis. More than 200 genes exhibited alternative splicing events between cell types including WNK lysine deficient protein kinase 1 (Wnk1) and microtubule-actin crosslinking factor 1(Macf1). Network visualization revealed the capability of microglia to exhibit transcriptome dysregulation in response to immune challenge still after resolution of sickness symptoms, albeit lower than that observed in macrophages. The persistent transcriptome dysregulation in the microglia shared patterns with neurological disorders indicating that the associated persistent depressive symptoms share a common transcriptome basis
Number of genes and transcript isoforms analyzed and differentially expressed between BCG-challenged (BCG) and Control mice within cell type and between microglia and macrophages within challenge group and overlapping counts.
<p>Number of genes and transcript isoforms analyzed and differentially expressed between BCG-challenged (BCG) and Control mice within cell type and between microglia and macrophages within challenge group and overlapping counts.</p
Genes exhibiting an alternative splicing event between microglia and macrophages in BCG-challenged mice including at least nine transcript isoforms and at least two over- or under-expressed (FDR-adjusted P-value < 0.05) transcript isoforms between cell types.
<p>Genes exhibiting an alternative splicing event between microglia and macrophages in BCG-challenged mice including at least nine transcript isoforms and at least two over- or under-expressed (FDR-adjusted P-value < 0.05) transcript isoforms between cell types.</p
Gene Set Enrichment Analysis (GSEA) categories enriched among transcript isoforms over-expressed (FDR-adjusted P-value < 1.5 x 10<sup>−2</sup> > 10 transcript isoforms) and under- expressed (FDR-adjusted P-value < 5 x 10<sup>−4</sup> > 10 transcript isoforms) in BCG-challenged relative to Control mice in macrophages.
<p>Gene Set Enrichment Analysis (GSEA) categories enriched among transcript isoforms over-expressed (FDR-adjusted P-value < 1.5 x 10<sup>−2</sup> > 10 transcript isoforms) and under- expressed (FDR-adjusted P-value < 5 x 10<sup>−4</sup> > 10 transcript isoforms) in BCG-challenged relative to Control mice in macrophages.</p
Most extreme differentially expressed genes (FDR-adjusted P-value < 2.0 x 10<sup>−4</sup>) between microglia and macrophages in BCG-challenged mice and supporting literature review.
<p>Most extreme differentially expressed genes (FDR-adjusted P-value < 2.0 x 10<sup>−4</sup>) between microglia and macrophages in BCG-challenged mice and supporting literature review.</p
Most significant clusters (DAVID Enrichment Score ES > 4) of enriched Gene Ontology (GO) biological processes (BP) and molecular functions (MF) among the genes differentially abundant between BCG-challenged and Control mice within cell type.
<p>Most significant clusters (DAVID Enrichment Score ES > 4) of enriched Gene Ontology (GO) biological processes (BP) and molecular functions (MF) among the genes differentially abundant between BCG-challenged and Control mice within cell type.</p
Network of genes differentially expressed between microglia and macrophages in BCG-challenged mice.
<p>Red (green) nodes denote genes over- (under-) expressed in BCG-challenged relative to Control mice. All genes were differentially expressed at FDR-adjusted P-value < 0.0001. Edges denote known relationships between genes in the SysBiomics repository. Framed genes (squares) are discussed in the manuscript.</p
Network of genes differentially expressed between BCG-challenged and Control mice in macrophages.
<p>Red (green) nodes denote genes over- (under-) expressed in BCG-challenged relative to Control mice. All genes were differentially expressed at FDR-adjusted P-value < 0.001. Edges denote known relationships between genes in the SysBiomics repository. Framed genes (squares) are discussed in the manuscript.</p
Network of genes differentially expressed between BCG-challenged and Control mice in microglia.
<p>Red (green) nodes denote genes over- (under-) expressed in BCG-challenged relative to Control mice. Node size represents the P-value were larger nodes indicates more extreme significance (FDR-adjusted P-value < 0.001 larger nodes; P-value < 0.05 intermediate nodes; P-value < 0.1 small nodes). Edges denote known relationships between genes in the SysBiomics repository. Framed genes (squares) are discussed in the manuscript.</p
Most significant clusters (DAVID Enrichment Score ES > 4) of enriched Gene Ontology (GO) biological processes (BP) and molecular functions (MF) among the transcript isoforms differentially abundant between microglia and macrophages from BCG-challenged mice.
<p>Most significant clusters (DAVID Enrichment Score ES > 4) of enriched Gene Ontology (GO) biological processes (BP) and molecular functions (MF) among the transcript isoforms differentially abundant between microglia and macrophages from BCG-challenged mice.</p