Effects of Environmentally Relevant Concentrations of Antipsychotic Drugs (Sulpiride and Clozapine) on Serotonergic and Dopaminergic Neurotransmitter Systems in Octopus Brain Tissue

Pharmaceuticals and personal care products (PPCPs) from specific activities often enter surface and groundwater, adversely affecting the physiological functions of non-target organisms and posing a serious threat to a wide range of aquatic organisms. Therefore, the aim of this study was to investigate the effects of environmentally relevant concentrations of the antipsychotic drugs sulpiride and clozapine on dopaminergic (DAergic) and serotonergic (5-hydroxytryptaminergic, i.e., 5-HTergic) neurotransmitter systems in the brain of a short-arm octopus (Octopus ochellatus). Octopus ochellatus adults were exposed to environmentally relevant concentrations of sulpiride, clozapine, or a mixture of sulpiride and clozapine. The effects of the drug on the transcription and expression levels of major functional molecules in the DAergic and 5-HTergic systems of the brain were analyzed. By antagonizing the dopamine receptor D2 (DRD2) or 5-hydroxytryptamine receptor 2A (5-HTR2A), the two drugs induced abnormal transcription and expression levels of important functional molecules in the brain’s DA and 5-HT signaling pathways. In addition, dose-dependent adverse reactions were observed with these antipsychotics. Our results suggest that sulpiride and clozapine interfere with DAergic and 5-HTergic neurotransmitter systems in the brain of Amphioctopus fangsiao (O. ochellatus), possibly affecting brain functions, such as reproduction, predation, camouflage, learning, and memory. As a result, they pose a serious threat to the health of Amphioctopus fangsiao

Rethinking auditory affective descriptors through zero-shot emotion recognition in speech

International audienceZero-shot speech emotion recognition (SER) endows machines with the ability of sensing unseen-emotional states in speech, compared with conventional SER endeavors on supervised cases. On addressing the zero-shot SER task, auditory affective descriptors (AADs) are typically employed to transfer affective knowledge from seen- to unseen-emotional states. However, it remains unknown which types of AADs can well describe emotional states in speech during the transfer. In this regard, we define and research on three types of AADs, namely, per-emotion semantic-embedding, per-emotion manually annotated, and per-sample manually annotated AADs, through zero-shot emotion recognition in speech. This leads to a systematic design including prototype- and annotation-based zero-shot SER modules, relying on the input from per-emotion and per-sample AADs, respectively. We then perform extensive experimental comparisons between human and machines’ AADs on the French emotional speech corpus CINEMO for positive-negative (PN) and within-negative (WN) tasks. The experimental results indicate that semantic-embedding prototypes from pretrained models can outperform manually annotated emotional dimensions in zero-shot SER. The results further demonstrate that it is possible for machines to understand and describe affective information in speech better than human beings, with the help of sufficient pretrained models

Effects of Environmentally Relevant Concentrations of Antipsychotic Drugs (Sulpiride and Clozapine) on Serotonergic and Dopaminergic Neurotransmitter Systems in Octopus Brain Tissue

Pharmaceuticals and personal care products (PPCPs) from specific activities often enter surface and groundwater, adversely affecting the physiological functions of non-target organisms and posing a serious threat to a wide range of aquatic organisms. Therefore, the aim of this study was to investigate the effects of environmentally relevant concentrations of the antipsychotic drugs sulpiride and clozapine on dopaminergic (DAergic) and serotonergic (5-hydroxytryptaminergic, i.e., 5-HTergic) neurotransmitter systems in the brain of a short-arm octopus (Octopus ochellatus). Octopus ochellatus adults were exposed to environmentally relevant concentrations of sulpiride, clozapine, or a mixture of sulpiride and clozapine. The effects of the drug on the transcription and expression levels of major functional molecules in the DAergic and 5-HTergic systems of the brain were analyzed. By antagonizing the dopamine receptor D2 (DRD2) or 5-hydroxytryptamine receptor 2A (5-HTR2A), the two drugs induced abnormal transcription and expression levels of important functional molecules in the brain’s DA and 5-HT signaling pathways. In addition, dose-dependent adverse reactions were observed with these antipsychotics. Our results suggest that sulpiride and clozapine interfere with DAergic and 5-HTergic neurotransmitter systems in the brain of Amphioctopus fangsiao (O. ochellatus), possibly affecting brain functions, such as reproduction, predation, camouflage, learning, and memory. As a result, they pose a serious threat to the health of Amphioctopus fangsiao

A time-critical topic model for predicting the survival time of sepsis patients

Sepsis is a leading cause of mortality in intensive care units and costs hospitals billions of dollars annually worldwide. Predicting survival time for sepsis patients is a time-critical prediction problem. Considering the useful sequential information for sepsis development, this paper proposes a time-critical topic model (TiCTM) inspired by the latent Dirichlet allocation (LDA) model. The proposed TiCTM approach takes into account the time dependency structure between notes, measurement, and survival time of a sepsis patient. Experimental results on the public MIMIC-III database show that, overall, our method outperforms the conventional LDA and linear regression model in terms of recall, precision, accuracy, and F1-measure. It is also found that our method achieves the best performance by using 5 topics when predicting the probability for 30-day survival time

Porous Se@SiO2 nanospheres alleviate diabetic retinopathy by inhibiting excess lipid peroxidation and inflammation

Abstract Background Lipid peroxidation is a characteristic metabolic manifestation of diabetic retinopathy (DR) that causes inflammation, eventually leading to severe retinal vascular abnormalities. Selenium (Se) can directly or indirectly scavenge intracellular free radicals. Due to the narrow distinction between Se’s effective and toxic doses, porous Se@SiO2 nanospheres have been developed to control the release of Se. They exert strong antioxidant and anti-inflammatory effects. Methods The effect of anti-lipid peroxidation and anti-inflammatory effects of porous Se@SiO2 nanospheres on diabetic mice were assessed by detecting the level of Malondialdehyde (MDA), glutathione peroxidase 4 (GPX4), decreased reduced/oxidized glutathione (GSH/GSSG) ratio, tumor necrosis factor (TNF)-α, interferon (IFN)-γ, and interleukin (IL) -1β of the retina. To further examine the protective effect of porous Se@SiO2 nanospheres on the retinal vasculopathy of diabetic mice, retinal acellular capillary, the expression of tight junction proteins, and blood–retinal barrier destruction was observed. Finally, we validated the GPX4 as the target of porous Se@SiO2 nanospheres via decreased expression of GPX4 and detected the level of MDA, GSH/GSSG, TNF-α, IFN-γ, IL -1β, wound healing assay, and tube formation in high glucose (HG) cultured Human retinal microvascular endothelial cells (HRMECs). Results The porous Se@SiO2 nanospheres reduced the level of MDA, TNF-α, IFN-γ, and IL -1β, while increasing the level of GPX4 and GSH/GSSG in diabetic mice. Therefore, porous Se@SiO2 nanospheres reduced the number of retinal acellular capillaries, depletion of tight junction proteins, and vascular leakage in diabetic mice. Further, we identified GPX4 as the target of porous Se@SiO2 nanospheres as GPX4 inhibition reduced the repression effect of anti-lipid peroxidation, anti-inflammatory, and protective effects of endothelial cell dysfunction of porous Se@SiO2 nanospheres in HG-cultured HRMECs. Conclusion Porous Se@SiO2 nanospheres effectively attenuated retinal vasculopathy in diabetic mice via inhibiting excess lipid peroxidation and inflammation by target GPX4, suggesting their potential as therapeutic agents for DR