Neural degeneration and regeneration are important topics in neurological diseases. There are limited options for therapeutic interventions in neurological diseases that provide simultaneous spatial and temporal contr...Neural degeneration and regeneration are important topics in neurological diseases. There are limited options for therapeutic interventions in neurological diseases that provide simultaneous spatial and temporal control of neurons. This drawback increases side effects due to non-specific targeting. Optogenetics is a technology that allows precise spatial and temporal control of cells. Therefore, this technique has high potential as a therapeutic strategy for neurological diseases. Even though the application of optogenetics in understanding brain functional organization and complex behaviour states have been elaborated, reviews of its therapeutic potential especially in neurodegeneration and regeneration are still limited. This short review presents representative work in optogenetics in disease models such as spinal cord injury, multiple sclerosis, epilepsy, Alzheimer＇s disease and Parkinson＇s disease. It is aimed to provide a broader perspective on optogenetic therapeutic potential in neurodegeneration and neural regeneration.展开更多
A convolutional neural network is employed to retrieve the time-domain envelop and phase of few-cycle femtosecond pulses from transient-grating frequency-resolved optical gating(TG-FROG) traces.We use theoretically ge...A convolutional neural network is employed to retrieve the time-domain envelop and phase of few-cycle femtosecond pulses from transient-grating frequency-resolved optical gating(TG-FROG) traces.We use theoretically generated TGFROG traces to complete supervised trainings of the convolutional neural networks,then use similarly generated traces not included in the training dataset to test how well the networks are trained.Accurate retrieval of such traces by the neural network is realized.In our case,we find that networks with exponential linear unit(ELU) activation function perform better than those with leaky rectified linear unit(LRELU) and scaled exponential linear unit(SELU).Finally,the issues that need to be addressed for the retrieval of experimental data by this method are discussed.展开更多
Objective It has been shown that there are extensive interactions between the central nervous system and the immune system.The present study focused on the effects of lipopolysaccharide（LPS）on memory retrieval,to ex...Objective It has been shown that there are extensive interactions between the central nervous system and the immune system.The present study focused on the effects of lipopolysaccharide（LPS）on memory retrieval,to explore the interaction between immune activation and memory.Methods C57BL/6J mice（8 weeks old）were first trained in the Morris water maze to reach asymptotic performance.Then mice were tested 24 h after the last training session and LPS was administered（1.25 mg/kg,i.p.）4 h prior to the testing.The retrieval of spatial memory was tested by probe trial,and the time spent in the target quadrant and the number of platform location crosses were recorded.ELISA was performed to detect interleukin-1β（IL-1β）protein level in the hippocampus of mice tested in the water maze.Results Although LPS induced overt sickness behavior and a significant increase in the level of IL-1β in the hippocampus of mice,there was no significant difference in the time spent in the target quadrant or in the number of platform location crosses between LPS-treated and control groups in the probe trial testing.Conclusion Immune activation induced by LPS does not impair the retrieval of spatial memory.展开更多
基金supported in part by NIH NS059622,NS073636,DOD CDMRP W81XWH-12-1-0562,Merit Review Award I01 BX002356 from the U.SDepartment of Veterans Affairs,Craig H Neilsen Foundation 296749+1 种基金Indiana Spinal Cord and Brain Injury Research Foundation(ISCBIRF)019919Mari Hulman George Endowment Funds
文摘Neural degeneration and regeneration are important topics in neurological diseases. There are limited options for therapeutic interventions in neurological diseases that provide simultaneous spatial and temporal control of neurons. This drawback increases side effects due to non-specific targeting. Optogenetics is a technology that allows precise spatial and temporal control of cells. Therefore, this technique has high potential as a therapeutic strategy for neurological diseases. Even though the application of optogenetics in understanding brain functional organization and complex behaviour states have been elaborated, reviews of its therapeutic potential especially in neurodegeneration and regeneration are still limited. This short review presents representative work in optogenetics in disease models such as spinal cord injury, multiple sclerosis, epilepsy, Alzheimer＇s disease and Parkinson＇s disease. It is aimed to provide a broader perspective on optogenetic therapeutic potential in neurodegeneration and neural regeneration.
基金Project supported by the National Key R&D Program of China(Grant No.2017YFB0405202)the National Natural Science Foundation of China(Grant Nos.61690221,91850209,and 11774277)。
文摘A convolutional neural network is employed to retrieve the time-domain envelop and phase of few-cycle femtosecond pulses from transient-grating frequency-resolved optical gating(TG-FROG) traces.We use theoretically generated TGFROG traces to complete supervised trainings of the convolutional neural networks,then use similarly generated traces not included in the training dataset to test how well the networks are trained.Accurate retrieval of such traces by the neural network is realized.In our case,we find that networks with exponential linear unit(ELU) activation function perform better than those with leaky rectified linear unit(LRELU) and scaled exponential linear unit(SELU).Finally,the issues that need to be addressed for the retrieval of experimental data by this method are discussed.
基金supported by the National Natural Science Foundation of China(No.30700213)National Basic Research Development Program of China(No.2007CB947804)
文摘Objective It has been shown that there are extensive interactions between the central nervous system and the immune system.The present study focused on the effects of lipopolysaccharide（LPS）on memory retrieval,to explore the interaction between immune activation and memory.Methods C57BL/6J mice（8 weeks old）were first trained in the Morris water maze to reach asymptotic performance.Then mice were tested 24 h after the last training session and LPS was administered（1.25 mg/kg,i.p.）4 h prior to the testing.The retrieval of spatial memory was tested by probe trial,and the time spent in the target quadrant and the number of platform location crosses were recorded.ELISA was performed to detect interleukin-1β（IL-1β）protein level in the hippocampus of mice tested in the water maze.Results Although LPS induced overt sickness behavior and a significant increase in the level of IL-1β in the hippocampus of mice,there was no significant difference in the time spent in the target quadrant or in the number of platform location crosses between LPS-treated and control groups in the probe trial testing.Conclusion Immune activation induced by LPS does not impair the retrieval of spatial memory.
