ABSTRACT
The search for biomarkers of antidepressant effects focused on pathways regulating synaptic plasticity, and on activated inflammatory markers. Repeated Sleep Deprivation (SD) provides a model treatment to reverse-translate antidepressant effects from in vivo clinical psychiatry to model organisms. We studied the effects of repeated SD alone (ASD) or combined with exercise on a slow spinning wheel (SSW), in 116 C57BL/6J male mice divided in three groups (ASD, SSW, untreated). Forced Swimming Test (FST) was used to detect antidepressant-like effects. Unbiased evaluation of the transcriptional responses were obtained in the hippocampus by Illumina Bead Chip Array system, then confirmed with real time PCR. Spine densities in granular neurons of the dentate gyrus (DG) were assayed by standard Golgi staining. Activation of Microglial/Macrophages cells was evaluated by immunufluorescence analysis for Iba1. Rates of cell proliferation was estimated pulsing mice with the S-phase tracer 5-Iodo-2'-deoxyuridine (IdU). All SD procedures caused a decreasing of floating time at FST, and increased expression of the immediate early gene Arc/Arg3.1. In addition, SSW also increased expression of the Microglia/Macrophages genes Iba-1 and chemokine receptors Cx3cR1 and CxcR4, of the canonical Wnt signaling gene Wnt7a, and of dendritic spines in CA4 neurons of the DG. SSW up-regulated both the number of Iba1+ cells and rates of cell proliferation in the subgranular region of the DG. The antidepressant-like effects of SD dissociated both, from hippocampal neuroplasticity in the DG (not occurring after ASD), and from microglial activation (not preventing behavioral response when occurring). The increase in dendritic spine density in the DG after SD and exercise was associated with an up-regulation of Wnt 7a, and with activation of the innate immune system of the brain. Increased Arc/Arg3.1 suggests however increased neuroplasticity, which could be common to all fast-acting antidepressants, and possibly occurring in other brain areas.
Subject(s)
Depressive Disorder/therapy , Exercise Therapy , Hippocampus/physiopathology , Microglia/physiology , Neuronal Plasticity/physiology , Sleep Deprivation/physiopathology , Animals , Cell Proliferation/physiology , Dendritic Spines/pathology , Dendritic Spines/physiology , Depressive Disorder/pathology , Depressive Disorder/physiopathology , Disease Models, Animal , Hippocampus/pathology , Macrophages/pathology , Macrophages/physiology , Male , Mice, Inbred C57BL , Microglia/pathology , Running/physiology , Running/psychology , Sleep Deprivation/psychology , Transcriptome , Wnt Proteins/metabolismABSTRACT
The design of modern scientific experiments requires the control and monitoring of many different data streams. However, the serial execution of programming instructions in a computer makes it a challenge to develop software that can deal with the asynchronous, parallel nature of scientific data. Here we present Bonsai, a modular, high-performance, open-source visual programming framework for the acquisition and online processing of data streams. We describe Bonsai's core principles and architecture and demonstrate how it allows for the rapid and flexible prototyping of integrated experimental designs in neuroscience. We specifically highlight some applications that require the combination of many different hardware and software components, including video tracking of behavior, electrophysiology and closed-loop control of stimulation.
