极低频电磁台网成功观测到大量的Pc1地磁脉动事件,研究极低频Pc1地磁脉动的自动识别方法对于全面分析地球空间电磁物理环境具有重要意义.本文采用了YOLOv8目标检测网络、ResNet残差网络和定向特征增强技术,提出了一种基于计算机视觉的Pc...极低频电磁台网成功观测到大量的Pc1地磁脉动事件,研究极低频Pc1地磁脉动的自动识别方法对于全面分析地球空间电磁物理环境具有重要意义.本文采用了YOLOv8目标检测网络、ResNet残差网络和定向特征增强技术,提出了一种基于计算机视觉的Pc1地磁脉动自动识别模型(Automatic Detection Model for Pc1 Geomagnetic Pulsation,简称ADM-Pc1).以大连台站和丽江台站的极低频观测数据为例,利用2015—2016年的数据作为训练集进行模型的监督学习,并使用2017—2022年的数据作为测试集对模型性能进行评估.实验结果显示,ADM-Pc1模型的F1-Score值达到了95%,错分率仅为0.9%,虚警率仅为5.8%,漏检率仅为9%,处理1天数据平均耗时是2.72 s,显著优于现有的最优识别模型.这表明,ADM-Pc1模型在识别效果和计算速度方面均能更好地满足实际工程需求.展开更多
BACKGROUND： Insulin receptor （IR） expression in the substantia nigra of patients with Parkinson disease （PD） is not only significantly lower than that in the substantia nigra of normal persons of the same age, bu...BACKGROUND： Insulin receptor （IR） expression in the substantia nigra of patients with Parkinson disease （PD） is not only significantly lower than that in the substantia nigra of normal persons of the same age, but also significantly lower than that in other regions in brain of himself/herself. It suggests that the abnormal effect of insulin receptor-mediated insulin, as a neurotrophic factor, is very possibly related to the loss of dopaminergic neurons in the substantia nigra and striatum in patients with Parkinson disease. OBJECTIVE ： TO observe the interventional effect of insulin on 1-methyl-4-phenylpyridinium ion （MPP^＋）-induced apoptosis of PC12. DESIGN： Controlled observation SETTINGS： Department of Neurology, Beijing China-Japan Friendship Hospital; Department of Neurology Huashan Hospital Affiliated to Fudan University. MATERIALS： PC12 cells were provided by the Cell Bank, Shanghai Institute of Cell Biology, Chinese Academy of Science. MPP^＋, MTT, HOECHST 33258 （Invitrogen Life Technologies）, reverse transcription-polymerase chain reaction （RT-PCR） reagent （Takara Shuzo Co., Ltd.）, flow cytometer （Bacton Dickionson, San Jose, CA）, enzyme labelling instrument （Bio-Tek, Winooski, VT） and PCR circulation instrument （Takara Shuzo Co., Ltd） were used in this study. METHODS ： This study was carried out in the Department of Neurology, Huashan Hospital Affiliated to Fudan University during June 2003 to August 2004. （1） Cell culture and experimental grouping： PC12 cells were cultured according to the method from Peng et al, then were randomized into 3 groups; blank control group, MPP^＋ group and insulin group. （2） Detection of relative survival rate of cells： The relative survival rate of cells at different MPP^＋ final concentrations （0, 50, 100, 200, 300, 1 000 μmol/L） and at different culture time （0, 4, 8, 12, 18, 24 hours） in the 300 Fmol/L MPP^＋ group and different concentrations of insulin （0, 15, 50, 100 nmol/L） in the insulin group was detected with MTT method according to the method from Hansen et al. （3） Observation of cell apoptosis： After stained by HOECHST 33258, the apoptotic cells were observed under the fluorescence miscroscope with the method from Chen et al. （4） Dection of apoptotic rate of cells： Apoptotic rate of cells was detected with flow cytometry according to the method from Zhang et al. （5） The expression of tyrosine hydroxylase （TH） mRNA in PC12 cells was detected with RT-PCR methods according to the modified method from Peng et al. MAIN OUTCOME MEASURES ： Comparison of relative survival rate, apoptosis rate, the expression of IR mRNA and TH mRNA and cell apoptosis. RESULTS： （1） After 12-hour incubation of 100, 200, 300 and 1 000 μmol/L MPP^＋, the relative survival rate of PC12 cells was （72.88±2.91）%, （60.64±0.81）%, （54.56±0.76）% and （16.89±2.83）%, respectively, which was significantly lower than that of blank control group （100%, P 〈 0.05）; After 12, 18 and 24-hour incubation, the relative survival rate of PC12 cells was （54.56±0.76）%, （42.43±0.16）% and （23.56±0.17）% respectively, which was significantly lower than that of blank control group （100%, P〈 0.05）; When 15, 50 and 100 nmol/L insulin was pre-added to cells, the relative survival rate was （70.10±0.16）%, （78.01 ±2.43）% and （83.55±1.43）%, respectively, which was significantly higher than MPP^＋ alone [（54.56±0.76）%, P 〈 0.05]. （2） Appototic bodies were rarely seen in the blank control group, but densely gathered in the MPP^＋ group and were significantly decreased in the insulin group. （3） Apoptosis rate of PC12 cells in the MPP^＋ group was significantly higher than that in the blank control group [（36.56±0.89）% vs. （2.34±0.23）%, P〈 0.05], and that in the 15, 50, 100 nmol/L insulin group [（30.01±0.04）%, （24.23±0.37）%, （20.01 ±1.01）%, respectivelyl was significantly lower than that in MPP^＋ group （P 〈 0.05）. （4） The TH mRNA expression in PC12 cells in MPP^＋ group was significantly lower than that in blank control group; The expression of TH mRNA in insulin group was gradually increased in an insulin dose-dependent manner. There were no significant changes in the expression of IR mRNA under different experimental conditions. CONCLUSION： Insulin can resist MPP^＋-induced apoptosis of PC12 cells, lessen the damage of PC12 cells, but does not change the gene expression of target cell insulin receptor.展开更多
利用TFC光学膜系设计软件,设计出空间用GaInP/(In)GaAs/Ge三结太阳电池的分布式布拉格反射器(DBR)。由15对Al0.2Ga0.8As/Al0.9Ga0.1As组成的布拉格反射器在中心波长850 nm处反射率高达96%,可以使800~900 nm波段内红外光有效反射后被二...利用TFC光学膜系设计软件,设计出空间用GaInP/(In)GaAs/Ge三结太阳电池的分布式布拉格反射器(DBR)。由15对Al0.2Ga0.8As/Al0.9Ga0.1As组成的布拉格反射器在中心波长850 nm处反射率高达96%,可以使800~900 nm波段内红外光有效反射后被二次吸收,提高了Ga As子电池的抗辐照能力。通过对两种电池结构A、B地面模拟辐照试验获得1 Me V电子辐照下Ga In P/Ga As/Ge太阳电池电学参数随辐照注量退化的基本规律。在此基础上应用PC1D模拟程序分析太阳电池内部的载流子输运机理,建立1 Me V电子辐照下两种电池结构中多数载流子浓度和少数载流子扩散长度随辐照电子注量变化的基本规律。研究结果表明,多数载流子浓度和少数载流子扩散长度均随入射电子注量的增大而减小,同时原电池结构A中多数载流子去除率和少数载流子扩散长度损伤系数明显高于新电池结构B,由此表明包含布拉格反射器的新电池结构具有更强的抗辐照能力。展开更多
文摘极低频电磁台网成功观测到大量的Pc1地磁脉动事件,研究极低频Pc1地磁脉动的自动识别方法对于全面分析地球空间电磁物理环境具有重要意义.本文采用了YOLOv8目标检测网络、ResNet残差网络和定向特征增强技术,提出了一种基于计算机视觉的Pc1地磁脉动自动识别模型(Automatic Detection Model for Pc1 Geomagnetic Pulsation,简称ADM-Pc1).以大连台站和丽江台站的极低频观测数据为例,利用2015—2016年的数据作为训练集进行模型的监督学习,并使用2017—2022年的数据作为测试集对模型性能进行评估.实验结果显示,ADM-Pc1模型的F1-Score值达到了95%,错分率仅为0.9%,虚警率仅为5.8%,漏检率仅为9%,处理1天数据平均耗时是2.72 s,显著优于现有的最优识别模型.这表明,ADM-Pc1模型在识别效果和计算速度方面均能更好地满足实际工程需求.
文摘BACKGROUND： Insulin receptor （IR） expression in the substantia nigra of patients with Parkinson disease （PD） is not only significantly lower than that in the substantia nigra of normal persons of the same age, but also significantly lower than that in other regions in brain of himself/herself. It suggests that the abnormal effect of insulin receptor-mediated insulin, as a neurotrophic factor, is very possibly related to the loss of dopaminergic neurons in the substantia nigra and striatum in patients with Parkinson disease. OBJECTIVE ： TO observe the interventional effect of insulin on 1-methyl-4-phenylpyridinium ion （MPP^＋）-induced apoptosis of PC12. DESIGN： Controlled observation SETTINGS： Department of Neurology, Beijing China-Japan Friendship Hospital; Department of Neurology Huashan Hospital Affiliated to Fudan University. MATERIALS： PC12 cells were provided by the Cell Bank, Shanghai Institute of Cell Biology, Chinese Academy of Science. MPP^＋, MTT, HOECHST 33258 （Invitrogen Life Technologies）, reverse transcription-polymerase chain reaction （RT-PCR） reagent （Takara Shuzo Co., Ltd.）, flow cytometer （Bacton Dickionson, San Jose, CA）, enzyme labelling instrument （Bio-Tek, Winooski, VT） and PCR circulation instrument （Takara Shuzo Co., Ltd） were used in this study. METHODS ： This study was carried out in the Department of Neurology, Huashan Hospital Affiliated to Fudan University during June 2003 to August 2004. （1） Cell culture and experimental grouping： PC12 cells were cultured according to the method from Peng et al, then were randomized into 3 groups; blank control group, MPP^＋ group and insulin group. （2） Detection of relative survival rate of cells： The relative survival rate of cells at different MPP^＋ final concentrations （0, 50, 100, 200, 300, 1 000 μmol/L） and at different culture time （0, 4, 8, 12, 18, 24 hours） in the 300 Fmol/L MPP^＋ group and different concentrations of insulin （0, 15, 50, 100 nmol/L） in the insulin group was detected with MTT method according to the method from Hansen et al. （3） Observation of cell apoptosis： After stained by HOECHST 33258, the apoptotic cells were observed under the fluorescence miscroscope with the method from Chen et al. （4） Dection of apoptotic rate of cells： Apoptotic rate of cells was detected with flow cytometry according to the method from Zhang et al. （5） The expression of tyrosine hydroxylase （TH） mRNA in PC12 cells was detected with RT-PCR methods according to the modified method from Peng et al. MAIN OUTCOME MEASURES ： Comparison of relative survival rate, apoptosis rate, the expression of IR mRNA and TH mRNA and cell apoptosis. RESULTS： （1） After 12-hour incubation of 100, 200, 300 and 1 000 μmol/L MPP^＋, the relative survival rate of PC12 cells was （72.88±2.91）%, （60.64±0.81）%, （54.56±0.76）% and （16.89±2.83）%, respectively, which was significantly lower than that of blank control group （100%, P 〈 0.05）; After 12, 18 and 24-hour incubation, the relative survival rate of PC12 cells was （54.56±0.76）%, （42.43±0.16）% and （23.56±0.17）% respectively, which was significantly lower than that of blank control group （100%, P〈 0.05）; When 15, 50 and 100 nmol/L insulin was pre-added to cells, the relative survival rate was （70.10±0.16）%, （78.01 ±2.43）% and （83.55±1.43）%, respectively, which was significantly higher than MPP^＋ alone [（54.56±0.76）%, P 〈 0.05]. （2） Appototic bodies were rarely seen in the blank control group, but densely gathered in the MPP^＋ group and were significantly decreased in the insulin group. （3） Apoptosis rate of PC12 cells in the MPP^＋ group was significantly higher than that in the blank control group [（36.56±0.89）% vs. （2.34±0.23）%, P〈 0.05], and that in the 15, 50, 100 nmol/L insulin group [（30.01±0.04）%, （24.23±0.37）%, （20.01 ±1.01）%, respectivelyl was significantly lower than that in MPP^＋ group （P 〈 0.05）. （4） The TH mRNA expression in PC12 cells in MPP^＋ group was significantly lower than that in blank control group; The expression of TH mRNA in insulin group was gradually increased in an insulin dose-dependent manner. There were no significant changes in the expression of IR mRNA under different experimental conditions. CONCLUSION： Insulin can resist MPP^＋-induced apoptosis of PC12 cells, lessen the damage of PC12 cells, but does not change the gene expression of target cell insulin receptor.
文摘利用TFC光学膜系设计软件,设计出空间用GaInP/(In)GaAs/Ge三结太阳电池的分布式布拉格反射器(DBR)。由15对Al0.2Ga0.8As/Al0.9Ga0.1As组成的布拉格反射器在中心波长850 nm处反射率高达96%,可以使800~900 nm波段内红外光有效反射后被二次吸收,提高了Ga As子电池的抗辐照能力。通过对两种电池结构A、B地面模拟辐照试验获得1 Me V电子辐照下Ga In P/Ga As/Ge太阳电池电学参数随辐照注量退化的基本规律。在此基础上应用PC1D模拟程序分析太阳电池内部的载流子输运机理,建立1 Me V电子辐照下两种电池结构中多数载流子浓度和少数载流子扩散长度随辐照电子注量变化的基本规律。研究结果表明,多数载流子浓度和少数载流子扩散长度均随入射电子注量的增大而减小,同时原电池结构A中多数载流子去除率和少数载流子扩散长度损伤系数明显高于新电池结构B,由此表明包含布拉格反射器的新电池结构具有更强的抗辐照能力。
