Background The neurophysiological differences in cortical plasticity and cholinergic system function due to ageing and their correlation with cognitive function remain poorly understood.Aims To reveal the differences ...Background The neurophysiological differences in cortical plasticity and cholinergic system function due to ageing and their correlation with cognitive function remain poorly understood.Aims To reveal the differences in long-term potentiation(LTP)-like plasticity and short-latency afferent inhibition(SAl)between older and younger individuals,alongside their correlation with cognitive function using transcranial magnetic stimulation(TMS).Methods The cross-sectional study involved 31 younger adults aged 18-30 and 46 older adults aged 60-80.All participants underwent comprehensive cognitive assessments and a neurophysiological evaluation based on TMS.Cognitive function assessments included evaluations of global cognitive function,language,memory and executive function.The neurophysiological assessment included LTP-like plasticity and SAl.Results The findings of this study revealed a decline in LTP among the older adults compared with the younger adults(wald χ^(2)=3.98,p=0.046).Subgroup analysis further demonstrated a significant reduction in SAl level among individuals aged 70-80 years in comparison to both the younger adults(SAI(N20)):(t=-3.37,p=0.018);SAl(N20+4):(t=-3.13,p=0.038)and those aged 60-70(SAl(N20)):(t=3.26,p=0.025);SAl(N20+4):(t=-3.69,p=0.006).Conversely,there was no notable difference in SAl level between those aged 60-70 years and the younger group.Furthermore,after employing the Bonferroni correction,the correlation analysis revealed that only the positive correlation between LTP-like plasticity and language function(r=0.61,p<0.001)in the younger group remained statistically significant.Conclusions During the normal ageing process,a decline in synaptic plasticity may precede cholinergic system dysfunction.In individuals over 60 years of age,there is a reduction in LTP-like plasticity,while a decline in cholinergic system function is observed in those over 70.Thus,the cholinergic system may play a vital role in preventing cognitive decline during normal ageing.In younger individuals,LTP-like plasticity might represent a potential neurophysiological marker for language function.展开更多
We present a novel approach for the prediction of crystal material properties that is distinct from the computationally complex and expensive density functional theory(DFT)-based calculations.Instead,we utilize an att...We present a novel approach for the prediction of crystal material properties that is distinct from the computationally complex and expensive density functional theory(DFT)-based calculations.Instead,we utilize an attention-based graph neural network that yields high-accuracy predictions.Our approach employs two attention mechanisms that allow for message passing on the crystal graphs,which in turn enable the model to selectively attend to pertinent atoms and their local environments,thereby improving performance.We conduct comprehensive experiments to validate our approach,which demonstrates that our method surpasses existing methods in terms of predictive accuracy.Our results suggest that deep learning,particularly attention-based networks,holds significant promise for predicting crystal material properties,with implications for material discovery and the refined intelligent systems.展开更多
为了准确描述心脏瓣膜血流动力学特性及其在心血管系统中的应用,根据电液比拟,将其建模为1个变电阻和1个电流源并联然后和1个恒电感串联的瓣膜模型,并建立了左心循环系统的电路图及数学方程.并联元件把流经瓣膜的血流量分成2部分:流经...为了准确描述心脏瓣膜血流动力学特性及其在心血管系统中的应用,根据电液比拟,将其建模为1个变电阻和1个电流源并联然后和1个恒电感串联的瓣膜模型,并建立了左心循环系统的电路图及数学方程.并联元件把流经瓣膜的血流量分成2部分:流经瓣膜孔口的流量和瓣叶运动过程中排挤的血流量.流阻依赖瓣叶位置,另外给定符合关闭体积和时间的瓣叶关闭过程.以二尖瓣为例进行Matlab数值模拟,结果表明:该模型能准确模拟瓣膜关闭反流和泄漏体积的反流特性,正常情况下心脏每搏输出量63.60 m L,心输出量4.58 L/min,二尖瓣关闭体积为3.30 m L,二尖瓣泄漏体积为2.30 m L,反流分数为7.56%;反流病理条件下,二尖瓣关闭体积为14.70 m L,泄漏体积为25.40 m L,反流分数为40.48%.该模型可以模拟瓣膜正常功能和反流病理的血流动力学.展开更多
Topological insulators (TIs) host robust edge or surface states protected by time-reversal symmetry (TRS), which makes them prime candidates for applications in spintronic devices. A promising avenue of research for t...Topological insulators (TIs) host robust edge or surface states protected by time-reversal symmetry (TRS), which makes them prime candidates for applications in spintronic devices. A promising avenue of research for the development of functional TI devices has involved doping of three-dimensional (3D) TI thin film and bulk materials with magnetic elements. This approach aims to break the TRS and open a surface band gap near the Dirac point. Utilizing this gapped surface state allows for a wide range of novel physical effects to be observed, paving a way for applications in spintronics and quantum computation. This review focuses on the research of 3D TIs doped with manganese (Mn). We summarize major progress in the study of Mn doped chalcogenide TIs, including Bi2Se3, Bi2Te3, and Bi2(Te,Se)3. The transport properties, in particular the anomalous Hall effect, of the Mn-doped Bi2Se3 are discussed in detail. Finally, we conclude with future prospects and challenges in further studies of Mn doped TIs.展开更多
We should add the following acknowledge:Jing Teng thanks the support from the Youth Innovation Promotion Association Project,Chinese Academy of Sciences.
基金the National Key Research and Development Program of China(2022YFC2009700)the National Science Foundation of China(82372582)+1 种基金the Medical Applications Basic Research Project of Suzhou Science and Technology Bureau(SKY2023033)the Wujiang District Science,Education,Health and Promotion Project(WWK202021).
文摘Background The neurophysiological differences in cortical plasticity and cholinergic system function due to ageing and their correlation with cognitive function remain poorly understood.Aims To reveal the differences in long-term potentiation(LTP)-like plasticity and short-latency afferent inhibition(SAl)between older and younger individuals,alongside their correlation with cognitive function using transcranial magnetic stimulation(TMS).Methods The cross-sectional study involved 31 younger adults aged 18-30 and 46 older adults aged 60-80.All participants underwent comprehensive cognitive assessments and a neurophysiological evaluation based on TMS.Cognitive function assessments included evaluations of global cognitive function,language,memory and executive function.The neurophysiological assessment included LTP-like plasticity and SAl.Results The findings of this study revealed a decline in LTP among the older adults compared with the younger adults(wald χ^(2)=3.98,p=0.046).Subgroup analysis further demonstrated a significant reduction in SAl level among individuals aged 70-80 years in comparison to both the younger adults(SAI(N20)):(t=-3.37,p=0.018);SAl(N20+4):(t=-3.13,p=0.038)and those aged 60-70(SAl(N20)):(t=3.26,p=0.025);SAl(N20+4):(t=-3.69,p=0.006).Conversely,there was no notable difference in SAl level between those aged 60-70 years and the younger group.Furthermore,after employing the Bonferroni correction,the correlation analysis revealed that only the positive correlation between LTP-like plasticity and language function(r=0.61,p<0.001)in the younger group remained statistically significant.Conclusions During the normal ageing process,a decline in synaptic plasticity may precede cholinergic system dysfunction.In individuals over 60 years of age,there is a reduction in LTP-like plasticity,while a decline in cholinergic system function is observed in those over 70.Thus,the cholinergic system may play a vital role in preventing cognitive decline during normal ageing.In younger individuals,LTP-like plasticity might represent a potential neurophysiological marker for language function.
基金the National Natural Science Foundation of China(Grant Nos.61972016 and 62032016)the Beijing Nova Program(Grant No.20220484106)。
文摘We present a novel approach for the prediction of crystal material properties that is distinct from the computationally complex and expensive density functional theory(DFT)-based calculations.Instead,we utilize an attention-based graph neural network that yields high-accuracy predictions.Our approach employs two attention mechanisms that allow for message passing on the crystal graphs,which in turn enable the model to selectively attend to pertinent atoms and their local environments,thereby improving performance.We conduct comprehensive experiments to validate our approach,which demonstrates that our method surpasses existing methods in terms of predictive accuracy.Our results suggest that deep learning,particularly attention-based networks,holds significant promise for predicting crystal material properties,with implications for material discovery and the refined intelligent systems.
文摘为了准确描述心脏瓣膜血流动力学特性及其在心血管系统中的应用,根据电液比拟,将其建模为1个变电阻和1个电流源并联然后和1个恒电感串联的瓣膜模型,并建立了左心循环系统的电路图及数学方程.并联元件把流经瓣膜的血流量分成2部分:流经瓣膜孔口的流量和瓣叶运动过程中排挤的血流量.流阻依赖瓣叶位置,另外给定符合关闭体积和时间的瓣叶关闭过程.以二尖瓣为例进行Matlab数值模拟,结果表明:该模型能准确模拟瓣膜关闭反流和泄漏体积的反流特性,正常情况下心脏每搏输出量63.60 m L,心输出量4.58 L/min,二尖瓣关闭体积为3.30 m L,二尖瓣泄漏体积为2.30 m L,反流分数为7.56%;反流病理条件下,二尖瓣关闭体积为14.70 m L,泄漏体积为25.40 m L,反流分数为40.48%.该模型可以模拟瓣膜正常功能和反流病理的血流动力学.
基金supported by the National Key Research and Development Program (Project No. 2016YFA0300600)the National Science, Foundation of China (Projects No. 11604374 and No. 61425015)+1 种基金the National Basic Research Program of China (Project No. 2015CB921102)the Strategic Priority Research Program of Chinese Academy of Sciences (Project No. XDB28000000)
文摘Topological insulators (TIs) host robust edge or surface states protected by time-reversal symmetry (TRS), which makes them prime candidates for applications in spintronic devices. A promising avenue of research for the development of functional TI devices has involved doping of three-dimensional (3D) TI thin film and bulk materials with magnetic elements. This approach aims to break the TRS and open a surface band gap near the Dirac point. Utilizing this gapped surface state allows for a wide range of novel physical effects to be observed, paving a way for applications in spintronics and quantum computation. This review focuses on the research of 3D TIs doped with manganese (Mn). We summarize major progress in the study of Mn doped chalcogenide TIs, including Bi2Se3, Bi2Te3, and Bi2(Te,Se)3. The transport properties, in particular the anomalous Hall effect, of the Mn-doped Bi2Se3 are discussed in detail. Finally, we conclude with future prospects and challenges in further studies of Mn doped TIs.
文摘We should add the following acknowledge:Jing Teng thanks the support from the Youth Innovation Promotion Association Project,Chinese Academy of Sciences.
