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Prediction of Pharmacoresistance in Drug-Naive Temporal Lobe Epilepsy Using Ictal EEGs Based on Convolutional Neural Network
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作者 Yiwei Gong Zheng Zhang +14 位作者 Yuanzhi Yang Shuo Zhang Ruifeng Zheng Xin Li Xiaoyun Qiu Yang Zheng Shuang Wang Wenyu Liu Fan Fei heming cheng Yi Wang Dong Zhou Kejie Huang Zhong Chen Cenglin Xu 《Neuroscience Bulletin》 2025年第5期790-804,共15页
Approximately 30%-40% of epilepsy patients do not respond well to adequate anti-seizure medications(ASMs),a condition known as pharmacoresistant epilepsy.The management of pharmacoresistant epilepsy remains an intract... Approximately 30%-40% of epilepsy patients do not respond well to adequate anti-seizure medications(ASMs),a condition known as pharmacoresistant epilepsy.The management of pharmacoresistant epilepsy remains an intractable issue in the clinic.Its early prediction is important for prevention and diagnosis.However,it still lacks effective predictors and approaches.Here,a classical model of pharmacoresistant temporal lobe epilepsy(TLE)was established to screen pharmacoresistant and pharmaco-responsive individuals by applying phenytoin to amygdaloid-kindled rats.Ictal electroencephalograms(EEGs)recorded before phenytoin treatment were analyzed.Based on ictal EEGs from pharmacoresistant and pharmaco-responsive rats,a convolutional neural network predictive model was constructed to predict pharmacoresistance,and achieved 78% prediction accuracy.We further found the ictal EEGs from pharmacoresistant rats have a lower gamma-band power,which was verified in seizure EEGs from pharmacoresistant TLE patients.Prospectively,therapies targeting the subiculum in those predicted as“pharmacoresistant”individual rats significantly reduced the subsequent occurrence of pharmacoresistance.These results demonstrate a new methodology to predict whether TLE individuals become resistant to ASMs in a classic pharmacoresistant TLE model.This may be of translational importance for the precise management of pharmacoresistant TLE. 展开更多
关键词 Pharmacoresistance Temporal lobe epilepsy EEG PREDICTION Precision medicine
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Revealing the Precise Role of Calretinin Neurons in Epilepsy: We Are on the Way 被引量:5
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作者 Yingbei Qi heming cheng +1 位作者 Yi Wang Zhong Chen 《Neuroscience Bulletin》 SCIE CAS CSCD 2022年第2期209-222,共14页
Epilepsy is a common neurological disorder characterized by hyperexcitability in the brain.Its pathogenesis is classically associated with an imbalance of excitatory and inhibitory neurons.Calretinin(CR)is one of the ... Epilepsy is a common neurological disorder characterized by hyperexcitability in the brain.Its pathogenesis is classically associated with an imbalance of excitatory and inhibitory neurons.Calretinin(CR)is one of the three major types of calcium-binding proteins present in inhibitory GABAergic neurons.The functions of CR and its role in neural excitability are still unknown.Recent data suggest that CR neurons have diverse neurotransmitters,morphologies,distributions,and functions in different brain regions across various species.Notably,CR neurons in the hippocampus,amygdala,neocortex,and thalamus are extremely susceptible to excitotoxicity in the epileptic brain,but the causal relationship is unknown.In this review,we focus on the heterogeneous functions of CR neurons in different brain regions and their relationship with neural excitability and epilepsy.Importantly,we provide perspectives on future investigations of the role of CR neurons in epilepsy. 展开更多
关键词 CALRETININ EPILEPSY Calcium-binding protein Neuronal excitability
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Quantitative description of infrared radiation characteristics of preflawed sandstone during fracturing process 被引量:2
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作者 Ke Zhang Xianghua Liu +1 位作者 Yulong Chen heming cheng 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2021年第1期131-142,共12页
Previous studies show that infrared radiation temperature(IRT)abnormalities are always accompanied by the crack development in rocks under external loads.In this context,experiments were conducted on preflawed sandsto... Previous studies show that infrared radiation temperature(IRT)abnormalities are always accompanied by the crack development in rocks under external loads.In this context,experiments were conducted on preflawed sandstone to investigate the infrared radiation characteristics during failure process.Two indicators were defined herein,i.e.coefficient of variation of IRT(CVIRT)and skewness of IRT(SIRT).The regression analysis shows that the IRT probability distributions during loading process fit the Gaussian model.The variations in the CVIRT are characterized by four stages:primary stage,steady stage,accelerating stage and post-peak stage.Besides,the variations in the SIRT are divided into three stages:primary stage,steady stage and failure and post-peak stage.The precursor point for preflawed rock failure is identified based on the CVIRTetime curve,with average precursor point of 83%of the peak stress.Compared with other IRT indicators,the proposed two IRT indicators have higher sensitivity to IRT abnormalities during failure process.Furthermore,the connection between the IRT indicators and the rock fracturing was investigated to interpret the IRT indicator abnormalities.Based on the Verhulst inverse function,a new quantitative model was presented to describe the primary stage,steady stage and accelerating stage of the CVIRTetime curve.The results obtained in this study can provide early-warning information for rock failure prediction. 展开更多
关键词 Remote sensing rock mechanics Infrared radiation characteristics STATISTICS Precursor point Verhulst inverse model
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Histamine H1 Receptor in Basal Forebrain Cholinergic Circuit:A Novel Target for the Negative Symptoms of Schizophrenia? 被引量:1
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作者 Shuangshuang Wu Chenshu Gao +1 位作者 Feng Han heming cheng 《Neuroscience Bulletin》 SCIE CAS CSCD 2022年第5期558-560,共3页
Schizophrenia is a common and severe mental disorder with a lifetime prevalence of~1%[1]Apart from the typical positive symptoms,such as hallucinations and delusions,which mainly make patients seek medication,60%-70%o... Schizophrenia is a common and severe mental disorder with a lifetime prevalence of~1%[1]Apart from the typical positive symptoms,such as hallucinations and delusions,which mainly make patients seek medication,60%-70%of patients are tortured by negative symptoms(e.g.apathy and alogia)and cognitive deficits that impose a long-term burden on patients[2]. 展开更多
关键词 SCHIZOPHRENIA PATIENTS MEDICATION
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Double-Edged Mossy Cells in Temporal Lobe Epilepsy:Evil in the Early Stage Through a BDNF-Dependent Strengthening Dentate Gyrus Circuit
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作者 heming cheng Qiuwen Lou +1 位作者 Yi Wang Zhong Chen 《Neuroscience Bulletin》 SCIE CAS CSCD 2023年第6期1031-1033,共3页
Temporal lobe epilepsy(TLE),one of the most common drug-resistant epilepsies,is characterized by abnormal recurrent excitatory activity originating from the temporal lobe.In the dentate gyrus(DG)of the hippocampus.
关键词 EPILEPSY MOSS Temporal
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Psychedelics for anxiety disorders:Challenges and opportunities
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作者 Chenshu Gao heming cheng 《Fundamental Research》 2025年第5期2385-2387,共3页
A recent study published in Neuron by Tiwari et al.identified the critical role of 5-HT2A receptor in ventral hippocampal parvalbumin(PV)interneurons(INs)in mediating the acute anxiolytic effects of the serotonergic p... A recent study published in Neuron by Tiwari et al.identified the critical role of 5-HT2A receptor in ventral hippocampal parvalbumin(PV)interneurons(INs)in mediating the acute anxiolytic effects of the serotonergic psychedelic 2,5-dimethoxy-4-iodoamphetamine(DOI).This study not only advances psychedelic neuropharmacology but also provides a robust framework for developing novel rapid-acting therapeutics for anxiety disorders[1]. 展开更多
关键词 PSYCHEDELICS therapeutic development ht receptor NEUROPHARMACOLOGY ventral hippocampal parvalbumin interneurons anxiolytic effects psychedelic neuropharmacology anxiety disorders
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Adult-born neurons in critical period maintain hippocampal seizures via local aberrant excitatory circuits 被引量:5
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作者 Liying Chen Yingwei Xu +13 位作者 heming cheng Zhongxia Li Nanxi Lai Menghan Li Yeping Ruan Yang Zheng Fan Fei Cenglin Xu Jiao Ma Shuang Wang Yan Gu Feng Han Zhong Chen Yi Wang 《Signal Transduction and Targeted Therapy》 SCIE CSCD 2023年第7期3427-3442,共16页
Temporal lobe epilepsy(TLE),one common type of medically refractory epilepsy,is accompanied with altered adult-born dentate granule cells(abDGCs).However,the causal role of abDGCs in recurrent seizures of TLE is not f... Temporal lobe epilepsy(TLE),one common type of medically refractory epilepsy,is accompanied with altered adult-born dentate granule cells(abDGCs).However,the causal role of abDGCs in recurrent seizures of TLE is not fully understood.Here,taking advantage of optogenetic and chemogenetic tools to selectively manipulate abDGCs in a reversible manner. 展开更多
关键词 EPILEPSY seizures MAINTAIN
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