Neuroscience
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The diagnosis and analysis of major depressive disorder (MDD) faces some intractable challenges such as dataset limitations and clinical variability. Resting-state functional magnetic resonance imaging (Rs-fMRI) can reflect the fluctuation data of brain activity in a resting state, which can find the interrelationships, functional connections, and network characteristics among brain regions of the patients. In this paper, a brain functional connectivity matrix is constructed using Pearson correlation based on the characteristics of multi-site Rs-fMRI data and brain atlas, and an adaptive propagation operator graph convolutional network (APO-GCN) model is designed. ⋯ The experimental results on Rs-fMRI data from 1601 participants (830 MDD and 771 HC) and 16 sites of REST-meta-MDD project show that the APO-GCN achieved a classification accuracy of 91.8%, outperforming those of the state-of-the-art classifier methods. The classification process is driven by multiple significant brain regions, and our method further reveals functional connectivity abnormalities between these brain regions, which are important biomarkers of classification. It is worth noting that the brain regions identified by the classifier and the networks involved are consistent with existing research results, which suggest that the pathogenesis of depression may be related to dysfunction of multiple brain networks.
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The cerebrospinal fluid-contacting nucleus(CSF-contacting nucleus) is a pair of unique nuclei in the brain parenchyma which has long been demonstrated to play an important role in pain signal processing. However, the mechanisms by which the CSF-contacting nucleus intervenes in pain is unclear. The NRG1-ErbB4 signaling plays an important role in the nervous system and has been shown to be involved in the regulation of pain. ⋯ With immunofluorescence staining and Western blot, the NRG1-ErbB4 signaling in the CSF-contacting nucleus showed upregulated during the acute pain phase. And, activating NRG1-ErbB4 signaling in the CSF-contacting nucleus specifically by intracranial injection of drugs, the naïve mice displayed thermal hyperalgesia while inhibiting this signaling by intracranial injection could reverse the hyperalgesia caused by CSF-contacting nucleus activation, and execute an analgesic effect during the painful phase in mice. Our study suggested that the CSF-contacting nucleus plays a regulatory role in thermal pain in mice via NRG1-ErbB4 signaling.
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Metabotropic glutamate receptors (mGluRs) are widely expressed throughout the central nervous system. They are linked to G-protein coupled receptors and are known to modulate synaptic transmission. The data regarding their expression in auditory structures are not systematic and mainly originate from physiological studies where expression was used to support physiological findings. ⋯ In the AC, the staining was more intense near the surface and diminished toward white matter. We also found that the overall expression level of mGluR2/3 was increased significantly in aged animals in all auditory structures tested. Collectively, our detailed immunostaining findings suggest that the group II mGluRs are widely expressed throughout the central auditory system and their contribution to auditory processing increases with age.
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Corticotropin-releasing factor (CRF) is an important stress hormone, and because of the different distributions and functions of its receptors, CRF has various effects on the stress response of animals. CRF receptor 2 (CRFR2) is a functional receptor of CRF that may be related to appetite regulation and sex differences. In this study, male and female C57BL/6 mice were exposed to an ambient temperature of 4 °C, and feed intake were determined. ⋯ As a result, 1) there were only significant changes in 2 h feed intake and rectal temperature in males; 2) neuronal excitability was elevated in the paraventricular thalamus (PVT) and paraventricular hypothalamic nucleus (PVH) brain regions of both male and female mice; 3) serum corticosterone and the expression of corticosterone receptors in the PVH were elevated in males but not in females; 4) the activation of the CRFR2 signal in the PVT and PVH brain regions differed by sex: the expression of CRFR2 was upregulated in male mice, and the phosphorylation of protein kinase B (AKT) and cAMP-response element binding protein (CREB) was significantly reduced; and 5) the cold-evoked eating behavior of male mice was abolished when CRFR2 in the PVT was knocked down. In summary, we conclude that male mice are more sensitive to cold stress than are female mice. The CRFR2/AKT/CREB signaling pathway in the PVT and PVH may mediate sex differences in the eating behavior of cold-exposed mice.
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Microglia polarization plays a crucial role in inflammatory injury of brain following intracerebral hemorrhage (ICH). Heme oxygenase-1 (HO-1) has demonstrated protective properties against inflammation and promote hematoma clearance after ICH. The objective of this study was to explore impacts of HO-1 on microglia polarization and phagocytosis after ICH, along with the underlying mechanism. ⋯ Therefore, our data demonstrated that HO-1 alleviated nerve injury and induced M2 polarization and phagocytosis of microglia after ICH via inhibiting NF-κB signaling pathway, which could provide deepen the pathological understanding of ICH and provide potential intervention targets and drug candidate for ICH.