Ferroptosis,a type of cell death that mainly involves iron metabolism imbalance and lipid peroxidation,is strongly correlated with the phagocytic response caused by bleeding after spinal cord injury.Thus,in this study...Ferroptosis,a type of cell death that mainly involves iron metabolism imbalance and lipid peroxidation,is strongly correlated with the phagocytic response caused by bleeding after spinal cord injury.Thus,in this study,bulk RNA sequencing data(GSE47681 and GSE5296)and single-cell RNA sequencing data(GSE162610)were acquired from gene expression databases.We then conducted differential analysis and immune infiltration analysis.Atf3 and Piezo1 were identified as key ferroptosis genes through random forest and least absolute shrinkage and selection operator algorithms.Further analysis of single-cell RNA sequencing data revealed a close relationship between ferroptosis and cell types such as macrophages/microglia and their intrinsic state transition processes.Differences in transcription factor regulation and intercellular communication networks were found in ferroptosis-related cells,confirming the high expression of Atf3 and Piezo1 in these cells.Molecular docking analysis confirmed that the proteins encoded by these genes can bind cycloheximide.In a mouse model of T8 spinal cord injury,low-dose cycloheximide treatment was found to improve neurological function,decrease levels of the pro-inflammatory cytokine inducible nitric oxide synthase,and increase levels of the anti-inflammatory cytokine arginase 1.Correspondingly,the expression of the ferroptosis-related gene Gpx4 increased in macrophages/microglia,while the expression of Acsl4 decreased.Our findings reveal the important role of ferroptosis in the treatment of spinal cord injury,identify the key cell types and genes involved in ferroptosis after spinal cord injury,and validate the efficacy of potential drug therapies,pointing to new directions in the treatment of spinal cord injury.展开更多
Traumatic spinal cord injury(SCI)is a debilitating condition characterized by the impairment of neural circuits,leading to the loss of motor and sensory functions and accompanied by severe complications.Substantial re...Traumatic spinal cord injury(SCI)is a debilitating condition characterized by the impairment of neural circuits,leading to the loss of motor and sensory functions and accompanied by severe complications.Substantial research has reported the therapeutic potential of Omega-3 fatty acids for the central nervous system,particularly after traumatic SCI.Omega-3 fatty acids may contribute to improving SCI recovery through their anti-inflammatory,anti-oxidative,neurotrophic,and membrane integrity-preserving properties.These functions of Omega-3 fatty acids are primarily mediated via the activation of G protein-coupled receptor 120(GPR120),commonly known as the fish oil-specific receptor.Advancements in understanding of the molecular mechanisms of GPR120’s recognition of Omega-3 fatty acids and its downstream signaling mechanisms has significantly promoted research on the pharmacological potential of Omega-3 fatty acids and the development of highly selective and high-affinity alternatives.This review aims to provide in-depth analysis of the comprehensive therapeutic potential of Omega-3 fatty acids for SCI and its accompanying complications,and the prospects for developing novel drugs based on the recognition of Omega-3 fatty acids by GPR120.展开更多
Microbial communities play indispensable roles in the biogeochemical cycling of river ecosystems.However,the response patterns of microbial community diversity,niche breadth,and assembly to rainfall disturbances in co...Microbial communities play indispensable roles in the biogeochemical cycling of river ecosystems.However,the response patterns of microbial community diversity,niche breadth,and assembly to rainfall disturbances in complex mountainous riverine reservoirs remain inadequately understood.We employed high-throughput sequencing of 16S and 18S ribosomal RNA genes,along with multivariate statistical methods to systematically investigate prokaryotic and eukaryotic microorganisms in the riverine Zhaoshandu Reservoir,Wenzhou,Zhejiang,East China.Results show significant temporal heterogeneity in both prokaryotic and eukaryotic microbial communities,with eukaryotic microbes showing more pronounced temporal variation.Canonical correspondence analysis revealed that rainfall and water temperature were the key drivers shaping microbial communities.Additionally,eukaryotic microorganisms exhibited a more pronounced response to rainfall and water temperature compared to prokaryotes.Modified stochasticity ratio model indicated that deterministic processes predominantly governed microbial community assembly,with stronger deterministic processes in eukaryotic compared to prokaryotic microorganisms.Rainfall has significantly altered water quality,notably increasing phosphorus concentration in the water column.Total phosphorus and total nitrogen showed significant correlations with the niche breadth of prokaryotic and eukaryotic microorganisms,and phosphorus nutrients served as keystones and playing indispensable roles in their co-occurrence networks.A structural equation model confirmed the notable impacts of rainfall and water temperature on microbial community diversity,further revealing that rainfall indirectly influenced the niche breadth and co-occurrence relationships of microbial communities by altering phosphorus concentrations.The findings underscore the influence of rainfall and water temperature on microbial distribution,highlighting the sensitivity of riverine reservoir ecosystems to climate change.展开更多
Solid-state electrolytes(SEs)are the“blood vessels”in all-solid-state batteries(ASSBs),providing essential ion channels.In past decades,SE design has been mainly carried out within ordered crystalline frameworks,whi...Solid-state electrolytes(SEs)are the“blood vessels”in all-solid-state batteries(ASSBs),providing essential ion channels.In past decades,SE design has been mainly carried out within ordered crystalline frameworks,which is understandable for achieving well-defined ion transport pathways.However,the large impedance,poor interfaces,and dendrite penetration brought about by polycrystalline grain boundaries have always been the inherent drawbacks of crystalline SEs.Recently,tailoring disorder in crystalline SEs to achieve local atomic disorder or amorphous-state lattice disorder has emerged as an interesting strategy.In this review,we outline the working mechanism of disorder in SEs and highlight the prospects for amorphous solid electrolytes(ASEs)in advanced ASSBs,especially low-temperature ASSBs.From atomic disorder to lattice disorder,we discuss in depth the disorder-induced ion-conduction mechanism as well as properties,applications,and preparation methods.An interesting ASE closed-loop design and prediction framework is provided to meet the requirements for future ASSBs.After presenting these insights,we offer our view on the future development of ASEs.展开更多
Integrating a heterogeneous structure can significantly enhance the strength-ductility synergy of composites.However,the relationship between hetero-deformation induced(HDI)strain hardening and dislocation activity ca...Integrating a heterogeneous structure can significantly enhance the strength-ductility synergy of composites.However,the relationship between hetero-deformation induced(HDI)strain hardening and dislocation activity caused by heterogeneous structures in the magnesium matrix composite remains unclear.In this study,a dual-heterogeneous TiC/AZ61 composite exhibits significantly improved plastic elongation(PEL)by nearly one time compared to uniform FG composite,meanwhile maintaining a high strength(UTS:417 MPa).This is because more severe deformation inhomogeneity in heterogeneous structure leads to more geometrically necessary dislocations(GNDs)accumulation and stronger HDI stress,resulting in higher HDI hardening compared to FG and CG composites.During the early stage of plastic deformation,the pile-up types of GND in the FG zone and CG zone are significantly different.GNDs tend to form substructures in the FG zone instead of the CG zone.They only accumulate at grain boundaries of the CG region,thereby leading to obviously increased back stress in the CG region.In the late deformation stage,the elevated HDI stress activates the new〈c+a〉dislocations in the CG region,resulting in dislocation entanglements and even the formation of substructures,further driving the high hardening in the heterogeneous composite.However,For CG composite,〈c+a〉dislocations are not activated even under large plastic strains,and only〈a〉dislocations pile up at grain boundaries and twin boundaries.Our work provides an in-depth understanding of dislocation variation and HDI hardening in heterogeneous magnesium-based composites.展开更多
Controllably tuning the sensing performance of flexible mechanical sensors is important for them to realize on-demand sensing of various mechanical stimuli in different application scenarios.However,current regulating...Controllably tuning the sensing performance of flexible mechanical sensors is important for them to realize on-demand sensing of various mechanical stimuli in different application scenarios.However,current regulating strategies focus on the construction process of individual sensors,the response performance of the as-formed sensors is still hard to autonomously tune with external stimulus changes like human skin.Here,we propose a new strategy that realizes post-tuning of the sensing performance by introducing a temperature-dependent phase transition elastomer into the sensing film.Through an interfacially confined photopolymerization reaction,a graphene-based phase-transition elastomeric(GPTE)film with a robust interface and excellent conductivity is well-formed at the water/air interface.Benefiting from the crystallization-melt dynamic switching in the elastomer network,the GPTE film could experience the reversible transformation between soft(1.65 MPa)and stiff(12.27MPa)states,showing huge changes of elastic modulus up to seven times near the phase transition temperature(28.5℃).Furthermore,the GPTE film is designed into a suspended perceptual configuration realizing the dynamic detection of 3D deformation adapted to temperature changes with up to 3.5-fold difference in response sensitivity.Finally,the self-adaptive sensing behavior of temperature-mediated 3D deformation is demonstrated by the effective detection of the dynamic stimulation process of cold and hot water droplets by the GPTE suspended film.The proposed strategy of phase transition-induced post-tuning of sensing performance could greatly facilitate flexible mechanical sensors towards a more intelligent one.展开更多
Large-scale physical simulation is essential for advancing our understanding of natural gas hydrates exploitation mechanism.However,cylinder-shaped simulators often face challenges in balancing large volume,controllab...Large-scale physical simulation is essential for advancing our understanding of natural gas hydrates exploitation mechanism.However,cylinder-shaped simulators often face challenges in balancing large volume,controllability,and comprehensive monitoring.In this study,we developed a fan columnshaped hydrate simulator(FCHS)with an internal angle of 6°,a radius of 3 m,and an inner height of0.3 m,resulting in an effective volume of~142 L.Moreover,the FCHS is equipped with an integrated"thermal-pressure-acoustic"sensing system,enabling in-situ monitoring of temperature,pressure,and P-wave velocity evolution during hydrate formation and dissociation process.The experimental results indicate that a pressure gradient successfully established from the reservoir center toward its boundaries during depressurization stage,and pressure propagation is relatively slow,resulting in a radial pressure difference of 3-4 MPa within a 3 m range.Once the system reaches pressure equilibrium,the pressure difference decreases to 0.3-0.4 MPa.The depressurization at the wellbore promotes hydrate dissociation in the near-well region,resulting in the radial temperature difference reaches~1.5℃ along the radial direction.The acoustic data reveals that a radial gradient in hydrate saturation gradually forms from the center to the boundary during depressurization-induced gas production.The evolutions of spatio-temporal multi-fields obtained in the FCHS are consist with that of field production.The FCHS proves to be a cutting-edge platform for experimental simulation of NGH exploitation and carbon sequestration processes.展开更多
目的:系统评价国内外桡骨远端骨折相关临床诊疗指南的方法学质量,分析其在制定过程中的优缺点,为临床实践提供参考,推动高质量指南的制定和应用。方法:文献来源于国家知识基础设施数据库(CNKI)、中国学术期刊数据库(CSPD)、中文科技期...目的:系统评价国内外桡骨远端骨折相关临床诊疗指南的方法学质量,分析其在制定过程中的优缺点,为临床实践提供参考,推动高质量指南的制定和应用。方法:文献来源于国家知识基础设施数据库(CNKI)、中国学术期刊数据库(CSPD)、中文科技期刊数据库(CCD)、PubMed、Web of Science、Embase等国内外数据库,国际指南协作网(GIN)、英国国家卫生与临床优化研究所(NICE)、苏格兰校际指南网络(SIGN)、美国国立指南库(NGC)等相关指南发布网站,以及医脉通、中华中医药学会、中国中西医结合学会官网等相关专业网站,采用主题词和自由词结合的方式检索,以“桡骨远端骨折”“指南”“专家共识”“骨科”等为关键词,检索时间从建库至2024年8月1日。使用临床指南研究与评估系统Ⅱ(AGREEⅡ)工具从6个领域对纳入的指南进行方法学质量评价。结果:共纳入10部指南,在范围和目的、参与人员、制定的严谨性、表达的清晰性、应用性和编辑独立性6个维度的标准化百分比分别为79.17%、64.45%、60.41%、64.17%、57.29%、71.29%。3篇指南的推荐级别为A级(推荐),5篇指南的推荐级别为B级(修改完善后推荐),2篇指南的推荐等级为C级(暂不推荐)。5项国外指南中,2项推荐等级为A级,3项为B级;国内5项指南中,2项西医指南等级分别为A级和B级,1项中西医结合指南推荐等级为B级,2项中医指南推荐指南均为C级。结论:国外桡骨远端骨折指南的方法学质量优于国内指南,而国内中西医结合指南的方法学质量优于中医指南。展开更多
混合整数线性规划(mixed integer linear programming,MILP)问题遍布现实世界的各个领域。精确求解混合整数线性规划问题属于NP-hard问题,目前先进的规划问题求解器一般以分支定界法(branch and bound,B&B)作为核心框架。但分支定...混合整数线性规划(mixed integer linear programming,MILP)问题遍布现实世界的各个领域。精确求解混合整数线性规划问题属于NP-hard问题,目前先进的规划问题求解器一般以分支定界法(branch and bound,B&B)作为核心框架。但分支定界法的固有性质导致其在执行过程中的一个错误决策可能会使分支定界树膨胀,降低搜索效率。如此复杂且数据丰富的环境使得利用机器学习技术改进分支定界算法成为可能。因此,将数据驱动的机器学习方法与分支定界算法相结合从而改进其决策过程受到越来越多的重视。本文首先介绍分支定界算法,并就其中影响性能的决策过程进行分析。之后,主要从基于行为克隆(behavioral cloning)的模仿已存在的专家策略的深度学习方法以及基于发现新策略思想的强化学习(reinforcement learning,RL)方法两方面着重综述了近年来关于将机器学习方法集成到分支定界算法中的研究工作。最后,我们讨论了未来关于结合机器学习与分支定界算法可能存在的方向以及挑战。展开更多
建立高效液相色谱(HPLC)法同时测定含五味子化妆品中5种木脂素(五味子醇甲、五味子醇乙、五味子酯甲、五味子酯乙和戈米辛N)的含量。样品经甲醇提取,采用Osaka Soda Capcell Pak MGⅡC18色谱柱,以0.1%(体积分数)磷酸水-乙腈为流动相...建立高效液相色谱(HPLC)法同时测定含五味子化妆品中5种木脂素(五味子醇甲、五味子醇乙、五味子酯甲、五味子酯乙和戈米辛N)的含量。样品经甲醇提取,采用Osaka Soda Capcell Pak MGⅡC18色谱柱,以0.1%(体积分数)磷酸水-乙腈为流动相进行梯度洗脱。结果显示,5种木脂素类化合物在各自线性范围内线性关系良好,相关系数(R2)0.999。在4种不同基质样品中,5种木脂素类化合物的平均加标回收率为99.23%~109.97%,相对标准偏差均小于2.00%(n=6),检出限为0.10~0.20 mg/kg、定量限为0.33~0.67 mg/kg。经方法学验证该方法适用于含五味子化妆品中5种木脂素类化合物含量的同时测定。展开更多
Hybrid capacitive deionization(HCDI)shows promise for desalinating brackish and saline water by utilizing the pseudocapacitive properties of faradaic electrodes.Organic materials,with their low environmental impact an...Hybrid capacitive deionization(HCDI)shows promise for desalinating brackish and saline water by utilizing the pseudocapacitive properties of faradaic electrodes.Organic materials,with their low environmental impact and adaptable structures,are attractive for this application.However,their scarcity of active sites and tendency to dissolve in water-based solutions remain significant challenges.Herein,we synthesized a polynaphthalenequinoneimine(PCON)polymer with stable long-range ordered framework and rough three-dimensional floral surface morphology,along with high-density active sites provided by C=O and C=N functional groups,enabling efficient redox reactions and achieving a high Na+capture capability.The synthesized PCON polymer showcases outstanding electroadsorption characteristics and notable structural robustness,attaining an impressive specific capacitance of 500.45 F g-1 at 1 A g-1 and maintaining 86.1%of its original capacitance following 5000 charge–discharge cycles.Benefiting from the superior pseudocapacitive properties of the PCON polymer,we have developed an HCDI system that not only exhibits exceptional salt removal capacity of 100.8 mg g-1 and a remarkable rapid average removal rate of 3.36 mg g-1 min-1 but also maintains 97%of its initial desalination capacity after 50 cycles,thereby distinguishing itself in the field of state-ofthe-art desalination technologies with its comprehensive performance that significantly surpasses reported organic capacitive deionization materials.Prospectively,the synthesis paradigm of the double active-sites PCON polymer may be extrapolated to other organic electrodes,heralding new avenues for the design of high-performance desalination systems.展开更多
基金supported by the National Natural Science Foundation of China,No.81972073(to HZ)a grant from the Taishan Scholars Program ofShandong Province-Young Taishan Scholars,No.tsqn201909197(to HZ)+1 种基金a grant from Tianjin Key Medical Discipline(Specialty)Construct Project,No.TJYXZDXK-027A(to SF)a grant from Academic Expert International Innovation Summit,No.22JRRCRC00010(to SF).
摘要Ferroptosis,a type of cell death that mainly involves iron metabolism imbalance and lipid peroxidation,is strongly correlated with the phagocytic response caused by bleeding after spinal cord injury.Thus,in this study,bulk RNA sequencing data(GSE47681 and GSE5296)and single-cell RNA sequencing data(GSE162610)were acquired from gene expression databases.We then conducted differential analysis and immune infiltration analysis.Atf3 and Piezo1 were identified as key ferroptosis genes through random forest and least absolute shrinkage and selection operator algorithms.Further analysis of single-cell RNA sequencing data revealed a close relationship between ferroptosis and cell types such as macrophages/microglia and their intrinsic state transition processes.Differences in transcription factor regulation and intercellular communication networks were found in ferroptosis-related cells,confirming the high expression of Atf3 and Piezo1 in these cells.Molecular docking analysis confirmed that the proteins encoded by these genes can bind cycloheximide.In a mouse model of T8 spinal cord injury,low-dose cycloheximide treatment was found to improve neurological function,decrease levels of the pro-inflammatory cytokine inducible nitric oxide synthase,and increase levels of the anti-inflammatory cytokine arginase 1.Correspondingly,the expression of the ferroptosis-related gene Gpx4 increased in macrophages/microglia,while the expression of Acsl4 decreased.Our findings reveal the important role of ferroptosis in the treatment of spinal cord injury,identify the key cell types and genes involved in ferroptosis after spinal cord injury,and validate the efficacy of potential drug therapies,pointing to new directions in the treatment of spinal cord injury.
基金supported by the National Key Research and Development Project of Stem Cell and Transformation Research(2019YFA0112100)Taishan Scholars Programof Shandong Province-Young Taishan Scholars(tsqn201909197)+1 种基金Cutting Edge Development Fund of Advanced Medical Research Institute(Shandong University)National Natural Science Foundation of China(82220108005)。
摘要Traumatic spinal cord injury(SCI)is a debilitating condition characterized by the impairment of neural circuits,leading to the loss of motor and sensory functions and accompanied by severe complications.Substantial research has reported the therapeutic potential of Omega-3 fatty acids for the central nervous system,particularly after traumatic SCI.Omega-3 fatty acids may contribute to improving SCI recovery through their anti-inflammatory,anti-oxidative,neurotrophic,and membrane integrity-preserving properties.These functions of Omega-3 fatty acids are primarily mediated via the activation of G protein-coupled receptor 120(GPR120),commonly known as the fish oil-specific receptor.Advancements in understanding of the molecular mechanisms of GPR120’s recognition of Omega-3 fatty acids and its downstream signaling mechanisms has significantly promoted research on the pharmacological potential of Omega-3 fatty acids and the development of highly selective and high-affinity alternatives.This review aims to provide in-depth analysis of the comprehensive therapeutic potential of Omega-3 fatty acids for SCI and its accompanying complications,and the prospects for developing novel drugs based on the recognition of Omega-3 fatty acids by GPR120.
基金Supported by the Zhejiang Provincial Natural Science Foundation of China(No.LD21C030001)the Key Research and Development Program of National Natural Science Foundation of China(No.2021YFE0112000)+1 种基金the National Natural Science Foundation of China(Nos.32371634,31970219)the Scientific Research Project of the Shanghai Municipal Bureau of Ecology and Environment(No.202409)。
摘要Microbial communities play indispensable roles in the biogeochemical cycling of river ecosystems.However,the response patterns of microbial community diversity,niche breadth,and assembly to rainfall disturbances in complex mountainous riverine reservoirs remain inadequately understood.We employed high-throughput sequencing of 16S and 18S ribosomal RNA genes,along with multivariate statistical methods to systematically investigate prokaryotic and eukaryotic microorganisms in the riverine Zhaoshandu Reservoir,Wenzhou,Zhejiang,East China.Results show significant temporal heterogeneity in both prokaryotic and eukaryotic microbial communities,with eukaryotic microbes showing more pronounced temporal variation.Canonical correspondence analysis revealed that rainfall and water temperature were the key drivers shaping microbial communities.Additionally,eukaryotic microorganisms exhibited a more pronounced response to rainfall and water temperature compared to prokaryotes.Modified stochasticity ratio model indicated that deterministic processes predominantly governed microbial community assembly,with stronger deterministic processes in eukaryotic compared to prokaryotic microorganisms.Rainfall has significantly altered water quality,notably increasing phosphorus concentration in the water column.Total phosphorus and total nitrogen showed significant correlations with the niche breadth of prokaryotic and eukaryotic microorganisms,and phosphorus nutrients served as keystones and playing indispensable roles in their co-occurrence networks.A structural equation model confirmed the notable impacts of rainfall and water temperature on microbial community diversity,further revealing that rainfall indirectly influenced the niche breadth and co-occurrence relationships of microbial communities by altering phosphorus concentrations.The findings underscore the influence of rainfall and water temperature on microbial distribution,highlighting the sensitivity of riverine reservoir ecosystems to climate change.
基金supported by the National Key R&D Program of China(2024YFA1211104)the National Natural Science Foundation of China(52572241 and 52272224)+1 种基金the Youth Student Fundamental Research Funds of Shandong University(SDUQM2528)the Science and Technology Project of the Construction System of Jiangsu Province(2024ZD076).
摘要Solid-state electrolytes(SEs)are the“blood vessels”in all-solid-state batteries(ASSBs),providing essential ion channels.In past decades,SE design has been mainly carried out within ordered crystalline frameworks,which is understandable for achieving well-defined ion transport pathways.However,the large impedance,poor interfaces,and dendrite penetration brought about by polycrystalline grain boundaries have always been the inherent drawbacks of crystalline SEs.Recently,tailoring disorder in crystalline SEs to achieve local atomic disorder or amorphous-state lattice disorder has emerged as an interesting strategy.In this review,we outline the working mechanism of disorder in SEs and highlight the prospects for amorphous solid electrolytes(ASEs)in advanced ASSBs,especially low-temperature ASSBs.From atomic disorder to lattice disorder,we discuss in depth the disorder-induced ion-conduction mechanism as well as properties,applications,and preparation methods.An interesting ASE closed-loop design and prediction framework is provided to meet the requirements for future ASSBs.After presenting these insights,we offer our view on the future development of ASEs.
基金support from the National Natural Science Foundation of China(No:52061040)China Postdoctoral Science Foundation(No:2021M692512)+1 种基金Opening Project of Material Corrosion and Protection Key Laboratory of Sichuan Province(No:2023CL01)Open Projects of Key Laboratory of Advanced Technologies of Materials,Ministry of Education China,Southwest Jiaotong University(No:KLATM202003).
摘要Integrating a heterogeneous structure can significantly enhance the strength-ductility synergy of composites.However,the relationship between hetero-deformation induced(HDI)strain hardening and dislocation activity caused by heterogeneous structures in the magnesium matrix composite remains unclear.In this study,a dual-heterogeneous TiC/AZ61 composite exhibits significantly improved plastic elongation(PEL)by nearly one time compared to uniform FG composite,meanwhile maintaining a high strength(UTS:417 MPa).This is because more severe deformation inhomogeneity in heterogeneous structure leads to more geometrically necessary dislocations(GNDs)accumulation and stronger HDI stress,resulting in higher HDI hardening compared to FG and CG composites.During the early stage of plastic deformation,the pile-up types of GND in the FG zone and CG zone are significantly different.GNDs tend to form substructures in the FG zone instead of the CG zone.They only accumulate at grain boundaries of the CG region,thereby leading to obviously increased back stress in the CG region.In the late deformation stage,the elevated HDI stress activates the new〈c+a〉dislocations in the CG region,resulting in dislocation entanglements and even the formation of substructures,further driving the high hardening in the heterogeneous composite.However,For CG composite,〈c+a〉dislocations are not activated even under large plastic strains,and only〈a〉dislocations pile up at grain boundaries and twin boundaries.Our work provides an in-depth understanding of dislocation variation and HDI hardening in heterogeneous magnesium-based composites.
基金supported by the National Key Research and Development Program of China(No.2022YFC2805200)the National Natural Science Foundation of China(No.52373094)+4 种基金Zhejiang Provincial Natural Science Foundation(No.LR25E030004)Youth Innovation Promotion Association of the Chinese Academy of Sciences(No.2023313)Sino-German Mobility Program(No.M-0424),Ningbo Major Research and Development Plan Project(No.20241ZDYF020148)Ningbo International Cooperation(No.2023H019)Ningbo Science&Technology Bureau(No.2024QL003)。
摘要Controllably tuning the sensing performance of flexible mechanical sensors is important for them to realize on-demand sensing of various mechanical stimuli in different application scenarios.However,current regulating strategies focus on the construction process of individual sensors,the response performance of the as-formed sensors is still hard to autonomously tune with external stimulus changes like human skin.Here,we propose a new strategy that realizes post-tuning of the sensing performance by introducing a temperature-dependent phase transition elastomer into the sensing film.Through an interfacially confined photopolymerization reaction,a graphene-based phase-transition elastomeric(GPTE)film with a robust interface and excellent conductivity is well-formed at the water/air interface.Benefiting from the crystallization-melt dynamic switching in the elastomer network,the GPTE film could experience the reversible transformation between soft(1.65 MPa)and stiff(12.27MPa)states,showing huge changes of elastic modulus up to seven times near the phase transition temperature(28.5℃).Furthermore,the GPTE film is designed into a suspended perceptual configuration realizing the dynamic detection of 3D deformation adapted to temperature changes with up to 3.5-fold difference in response sensitivity.Finally,the self-adaptive sensing behavior of temperature-mediated 3D deformation is demonstrated by the effective detection of the dynamic stimulation process of cold and hot water droplets by the GPTE suspended film.The proposed strategy of phase transition-induced post-tuning of sensing performance could greatly facilitate flexible mechanical sensors towards a more intelligent one.
基金support received from the National Natural Science Foundation of China(22127812,22578482,22278433)the National Key Research and Development Program of China(2021YFC2800902)。
摘要Large-scale physical simulation is essential for advancing our understanding of natural gas hydrates exploitation mechanism.However,cylinder-shaped simulators often face challenges in balancing large volume,controllability,and comprehensive monitoring.In this study,we developed a fan columnshaped hydrate simulator(FCHS)with an internal angle of 6°,a radius of 3 m,and an inner height of0.3 m,resulting in an effective volume of~142 L.Moreover,the FCHS is equipped with an integrated"thermal-pressure-acoustic"sensing system,enabling in-situ monitoring of temperature,pressure,and P-wave velocity evolution during hydrate formation and dissociation process.The experimental results indicate that a pressure gradient successfully established from the reservoir center toward its boundaries during depressurization stage,and pressure propagation is relatively slow,resulting in a radial pressure difference of 3-4 MPa within a 3 m range.Once the system reaches pressure equilibrium,the pressure difference decreases to 0.3-0.4 MPa.The depressurization at the wellbore promotes hydrate dissociation in the near-well region,resulting in the radial temperature difference reaches~1.5℃ along the radial direction.The acoustic data reveals that a radial gradient in hydrate saturation gradually forms from the center to the boundary during depressurization-induced gas production.The evolutions of spatio-temporal multi-fields obtained in the FCHS are consist with that of field production.The FCHS proves to be a cutting-edge platform for experimental simulation of NGH exploitation and carbon sequestration processes.
摘要目的:系统评价国内外桡骨远端骨折相关临床诊疗指南的方法学质量,分析其在制定过程中的优缺点,为临床实践提供参考,推动高质量指南的制定和应用。方法:文献来源于国家知识基础设施数据库(CNKI)、中国学术期刊数据库(CSPD)、中文科技期刊数据库(CCD)、PubMed、Web of Science、Embase等国内外数据库,国际指南协作网(GIN)、英国国家卫生与临床优化研究所(NICE)、苏格兰校际指南网络(SIGN)、美国国立指南库(NGC)等相关指南发布网站,以及医脉通、中华中医药学会、中国中西医结合学会官网等相关专业网站,采用主题词和自由词结合的方式检索,以“桡骨远端骨折”“指南”“专家共识”“骨科”等为关键词,检索时间从建库至2024年8月1日。使用临床指南研究与评估系统Ⅱ(AGREEⅡ)工具从6个领域对纳入的指南进行方法学质量评价。结果:共纳入10部指南,在范围和目的、参与人员、制定的严谨性、表达的清晰性、应用性和编辑独立性6个维度的标准化百分比分别为79.17%、64.45%、60.41%、64.17%、57.29%、71.29%。3篇指南的推荐级别为A级(推荐),5篇指南的推荐级别为B级(修改完善后推荐),2篇指南的推荐等级为C级(暂不推荐)。5项国外指南中,2项推荐等级为A级,3项为B级;国内5项指南中,2项西医指南等级分别为A级和B级,1项中西医结合指南推荐等级为B级,2项中医指南推荐指南均为C级。结论:国外桡骨远端骨折指南的方法学质量优于国内指南,而国内中西医结合指南的方法学质量优于中医指南。
摘要混合整数线性规划(mixed integer linear programming,MILP)问题遍布现实世界的各个领域。精确求解混合整数线性规划问题属于NP-hard问题,目前先进的规划问题求解器一般以分支定界法(branch and bound,B&B)作为核心框架。但分支定界法的固有性质导致其在执行过程中的一个错误决策可能会使分支定界树膨胀,降低搜索效率。如此复杂且数据丰富的环境使得利用机器学习技术改进分支定界算法成为可能。因此,将数据驱动的机器学习方法与分支定界算法相结合从而改进其决策过程受到越来越多的重视。本文首先介绍分支定界算法,并就其中影响性能的决策过程进行分析。之后,主要从基于行为克隆(behavioral cloning)的模仿已存在的专家策略的深度学习方法以及基于发现新策略思想的强化学习(reinforcement learning,RL)方法两方面着重综述了近年来关于将机器学习方法集成到分支定界算法中的研究工作。最后,我们讨论了未来关于结合机器学习与分支定界算法可能存在的方向以及挑战。
摘要建立高效液相色谱(HPLC)法同时测定含五味子化妆品中5种木脂素(五味子醇甲、五味子醇乙、五味子酯甲、五味子酯乙和戈米辛N)的含量。样品经甲醇提取,采用Osaka Soda Capcell Pak MGⅡC18色谱柱,以0.1%(体积分数)磷酸水-乙腈为流动相进行梯度洗脱。结果显示,5种木脂素类化合物在各自线性范围内线性关系良好,相关系数(R2)0.999。在4种不同基质样品中,5种木脂素类化合物的平均加标回收率为99.23%~109.97%,相对标准偏差均小于2.00%(n=6),检出限为0.10~0.20 mg/kg、定量限为0.33~0.67 mg/kg。经方法学验证该方法适用于含五味子化妆品中5种木脂素类化合物含量的同时测定。
基金supported by the National Key R&D Program of China(Grant Nos.2023YFC3009900)National Natural Science Foundation of China(Grant Nos.61904116)+1 种基金Natural Science Foundation of Jiangsu Province(Grant Nos.BK20211029)the young scientific talent lifting project of Jiangsu Association for Science and Technology(Grant Nos.JSTJ-2023-018).
摘要Hybrid capacitive deionization(HCDI)shows promise for desalinating brackish and saline water by utilizing the pseudocapacitive properties of faradaic electrodes.Organic materials,with their low environmental impact and adaptable structures,are attractive for this application.However,their scarcity of active sites and tendency to dissolve in water-based solutions remain significant challenges.Herein,we synthesized a polynaphthalenequinoneimine(PCON)polymer with stable long-range ordered framework and rough three-dimensional floral surface morphology,along with high-density active sites provided by C=O and C=N functional groups,enabling efficient redox reactions and achieving a high Na+capture capability.The synthesized PCON polymer showcases outstanding electroadsorption characteristics and notable structural robustness,attaining an impressive specific capacitance of 500.45 F g-1 at 1 A g-1 and maintaining 86.1%of its original capacitance following 5000 charge–discharge cycles.Benefiting from the superior pseudocapacitive properties of the PCON polymer,we have developed an HCDI system that not only exhibits exceptional salt removal capacity of 100.8 mg g-1 and a remarkable rapid average removal rate of 3.36 mg g-1 min-1 but also maintains 97%of its initial desalination capacity after 50 cycles,thereby distinguishing itself in the field of state-ofthe-art desalination technologies with its comprehensive performance that significantly surpasses reported organic capacitive deionization materials.Prospectively,the synthesis paradigm of the double active-sites PCON polymer may be extrapolated to other organic electrodes,heralding new avenues for the design of high-performance desalination systems.