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Conditional Generative Adversarial Network Enabled Localized Stress Recovery of Periodic Composites
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作者 Chengkan Xu Xiaofei Wang +2 位作者 yixuan li Guannan Wang He Zhang 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第7期957-974,共18页
Structural damage in heterogeneousmaterials typically originates frommicrostructures where stress concentration occurs.Therefore,evaluating the magnitude and location of localized stress distributions within microstru... Structural damage in heterogeneousmaterials typically originates frommicrostructures where stress concentration occurs.Therefore,evaluating the magnitude and location of localized stress distributions within microstructures under external loading is crucial.Repeating unit cells(RUCs)are commonly used to represent microstructural details and homogenize the effective response of composites.This work develops a machine learning-based micromechanics tool to accurately predict the stress distributions of extracted RUCs.The locally exact homogenization theory efficiently generates the microstructural stresses of RUCs with a wide range of parameters,including volume fraction,fiber/matrix property ratio,fiber shapes,and loading direction.Subsequently,the conditional generative adversarial network(cGAN)is employed and constructed as a surrogate model to establish the statistical correlation between these parameters and the corresponding localized stresses.The stresses predicted by cGAN are validated against the remaining true data not used for training,showing good agreement.This work demonstrates that the cGAN-based micromechanics tool effectively captures the local responses of composite RUCs.It can be used for predicting potential crack initiations starting from microstructures and evaluating the effective behavior of periodic composites. 展开更多
关键词 Periodic composites localized stress recovery conditional generative adversarial network
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Pyopneumothorax caused by Parvimonas micra and Prevotella oralis:a case report
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作者 yixuan li Jun Yang +2 位作者 Junyu Wang Bing Wei Le Hu 《World Journal of Emergency Medicine》 SCIE CAS CSCD 2023年第6期488-491,共4页
Parvimonas is a group of Grampositive bacteria that are common anaerobic cocci in the oral cavity and the gastrointestinal tract and one of the pathogens of periodontitis,,^([1])and Prevotella is a group of Gramnegati... Parvimonas is a group of Grampositive bacteria that are common anaerobic cocci in the oral cavity and the gastrointestinal tract and one of the pathogens of periodontitis,,^([1])and Prevotella is a group of Gramnegative anaerobic bacteria that are found mainly in the oral cavity and intestinal tract and are mainly involved in periodontal infections. 展开更多
关键词 CAVITY monas ANAEROBIC
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Changes in milk fat globule membrane proteins along lactation stage of Laoshan dairy goat
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作者 Chuozi liang Zhongna Yu +8 位作者 Guangming Zhu yixuan li Xueheng Sun Hongning Jiang Qijing Du Rongbo Fan Jun Wang Yongxin Yang Rongwei Han 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2024年第5期1737-1748,共12页
The milk fat globule membrane(MFGM)is a complex structure with numerous functions,and its composition is affected by many factors.There have been few systematic investigations on goat MFGM proteome profiling during la... The milk fat globule membrane(MFGM)is a complex structure with numerous functions,and its composition is affected by many factors.There have been few systematic investigations on goat MFGM proteome profiling during lactation.Individual milk samples from 15 healthy dairy goats were obtained at six lactation time points for investigation of the MFGM proteome using both data-independent acquisition(DIA)and data-dependent acquisition(DDA)proteomics techniques combined with multivariate statistical analysis.Using the DIA method,890 variably abundant MFGM proteins were discovered throughout the lactation cycle.From 1 to 240 d,butyrophilin subfamily 1 member A1,lipoprotein lipase,perilipin-2,and adipose triglyceride lipase were upregulated,while APOE,complement C3,clusterin,and IgG were downregulated.Furthermore,from 1 to 90 d,annexin A1,annexin A2,and antithrombin-ll were downregulated,then upregulated by d 240.Albumin had a high degree of connectedness,indicating that it was a key protein,according to protein-protein interaction research.Overall,our findings gave new insights into the biological features of MFGM protein in goat milk throughout lactation,which may aid in the creation of specialized MFGM products and infant formula. 展开更多
关键词 GOAT milk fat globule membrane protein data-independent acquisition(DIA) data-dependent acquisition(DDA) LACTATION PROTEOMICS
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Functional groups and seasonal diversity of crustacean zooplankton in adjacent waters of Haizhou Bay,South Yellow Sea
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作者 Zeqi ZHENG Shunan FU +5 位作者 yixuan li Ruping GE Hongju CHEN Zhenjiang YE Yunyun ZHUANG Guangxing liU 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2023年第3期1007-1023,共17页
Zooplankton are important linkages in the food web and can respond nonlinearly to environmental changes.Marine organisms thrive from spring to summer.Thus,it is crucial to understand how ecological functions of zoopla... Zooplankton are important linkages in the food web and can respond nonlinearly to environmental changes.Marine organisms thrive from spring to summer.Thus,it is crucial to understand how ecological functions of zooplankton communities may shift under seasonal environmental changes during this period.Samples were collected from May to August(May,June-Ⅰ,June-Ⅱ,July-Ⅰ,July-Ⅱ,and August)in 2018 in Haizhou Bay,Jiangsu,East China for zooplankton and environmental variables.Crustaceans accounted for 75 out of 134 zooplankton taxa and 91.8%of total zooplankton abundance.The average abundance of crustacean varied between 2824.6±635.4 inds./m3 in July-Ⅱand 6502.7±1008.8 inds./m3 in June-Ⅱ.Multivariate analyses results showed that the dissimilarity of community increased gradually in the time series.Body length,feeding type,trophic group,and reproduction mode were used to investigate crustacean community functions.Trait-based functional groups contained species with similar ecological roles.Functional diversity fused the differences of species and trait.The proportion of large-sized species(2-5 mm)decreased with the increasing proportion of medium-sized species(1-2 mm).The proportion of current feeders increased with the drop in the proportion of mixed feeders.Parthenogenesis species increased with decreasing free spawners,and omnivores-carnivores increased with decreasing omnivoresherbivores.Generalized additive models suggested that temperature was the main driver of variations in crustacean zooplankton function.Seven identified functional groups varied with increasing temperature.Omnivorous-herbivorous copepods declined(90.0%-68.0%),whereas the parthenogenetic cladocerans increased(0-24.1%).The small egg-brooding ambush copepods fluctuated(6.5%-9.3%)with increasing water temperature.The other functional groups changed slightly.Functional diversity also varied according to temperature changes.The community structure and ecological function of crustacean zooplankton community showed gradual changes with increasing temperature from spring to summer. 展开更多
关键词 ZOOPLANKTON TRAIT functional group DIVERSITY Yellow Sea Haizhou Bay
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Comparative acetylome analysis reveals the potential mechanism of high fat diet function in allergic disease
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作者 Yanan Sun Ning liu +3 位作者 Huihui Wang Taiqi Qu Fazheng Ren yixuan li 《Food Science and Human Wellness》 SCIE CSCD 2023年第3期889-894,共6页
Modern technological lifestyles promote allergic diseases,especially food allergies.The underlying molecular mechanisms remain to be uncovered.Protein acetylation is one of the most important post-translational modifi... Modern technological lifestyles promote allergic diseases,especially food allergies.The underlying molecular mechanisms remain to be uncovered.Protein acetylation is one of the most important post-translational modifications,and it is involved in regulating multiple body metabolic processes.This study aimed to clarify the effects of a high-fat diet(HFD)on allergy risk and the underlying mechanisms.Four-week-old male C57 BL/6 J mice were randomly divided into two groups and fed a normal fat diet(NFD)or HFD for 24 weeks.Then,serum lipids were measured,and skeletal muscle was collected for acetylome analysis.Compared with the findings in the NFD group,HFD-fed mice were obese and hyperlipidemic.Acetylome analysis also revealed 32 differentially expressed proteins between the HFD and NFD groups.Among these,eight acetylated proteins were upregulated in the HFD group.In addition,13 and 11 proteins were acetylated only in the HFD group and NFD group,respectively.These proteins were mainly involved in regulating energy metabolism and mitochondrial function.This study provides information regarding the underlying molecular mechanisms by which HFD promotes allergy. 展开更多
关键词 Allergic disease High fat diet Skeletal muscle Acetylome
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复合型工科人才胜任力模型构建
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作者 李奕轩 夏爱莲 《教育研究前沿(中英文版)》 2022年第4期55-61,共7页
21世纪以来,我国工科专业人才在提高我国的国际竞争能力中起着举足轻重的作用。当前,新工科发展态势明显,工科专业正朝着一个复合程度十分高的方向发展。同时,复合型工科人才具备的知识和技能直接影响自身在就业市场的核心竞争力。一个... 21世纪以来,我国工科专业人才在提高我国的国际竞争能力中起着举足轻重的作用。当前,新工科发展态势明显,工科专业正朝着一个复合程度十分高的方向发展。同时,复合型工科人才具备的知识和技能直接影响自身在就业市场的核心竞争力。一个既符合工科人才基本特点又符合当下社会需求和职业发展的胜任力模型,能够突出复合型工科人才在就业市场中的优势。本文在对相关文献研究的基础上,以样本学校工科学生为研究对象,对复合型工科学生的现状和胜任能力进行分析。本文结合胜任力模型相关理论,明确了胜任力要素的重要程度,并通过问卷调查和实证分析,构建出复合型工科人才胜任力模型。最后阐述了模型在人才培养和职业生涯规划等方面的应用。 展开更多
关键词 复合型人才 工科人才 胜任力模型
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Deep-learning-enabled dual-frequency composite fringe projection profilometry for single-shot absolute 3D shape measurement 被引量:9
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作者 yixuan li Jiaming Qian +2 位作者 Shijie Feng Qian Chen Chao Zuo 《Opto-Electronic Advances》 SCIE EI 2022年第5期33-48,共16页
Single-shot high-speed 3D imaging is important for reconstructions of dynamic objects.For fringe projection profilometry(FPP),however,it is still challenging to recover accurate 3D shapes of isolated objects by a sing... Single-shot high-speed 3D imaging is important for reconstructions of dynamic objects.For fringe projection profilometry(FPP),however,it is still challenging to recover accurate 3D shapes of isolated objects by a single fringe image.In this paper,we demonstrate that the deep neural networks can be trained to directly recover the absolute phase from a unique fringe image that involves spatially multiplexed fringe patterns of different frequencies.The extracted phase is free from spectrum-aliasing problem which is hard to avoid for traditional spatial-multiplexing methods.Experiments on both static and dynamic scenes show that the proposed approach is robust to object motion and can obtain high-quality 3D reconstructions of isolated objects within a single fringe image. 展开更多
关键词 fringe projection profilometry(FPP) phase unwrapping deep learning
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Study on Acoustic Emission Characteristics of Self-Compacting Concrete under Uniaxial Compression Test
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作者 Yongshuai Sun Guihe Wang yixuan li 《Journal of Renewable Materials》 SCIE EI 2022年第8期2287-2302,共16页
To study the relationship between acoustic emission characteristic parameters of self-compacting concrete(SCC)and its destruction evolution,under uniaxial compression,acoustic emission(AE)tests are performed on C30 se... To study the relationship between acoustic emission characteristic parameters of self-compacting concrete(SCC)and its destruction evolution,under uniaxial compression,acoustic emission(AE)tests are performed on C30 selfcompacting concrete test blocks that are preserved for 7 days and 28 days,the corresponding relationship among energy,amplitude,ring count and different failure stages of the specimens are analyzed by AE experiment,and the spatial distribution of AE in each stage is described by introducing location map.The test shows that there are two rules for the failure of SCC specimens cured for 7 days and 28 days:(1)The first failure law is divided into four stages according to the percentage of the stress value reaching the limit stress:Initial stage:above 10%,the compaction time of test block cured for 28 days is relatively low;Elastic failure stage:30%–35%,the cumulative value of each parameter increases linearly,and the cumulative value of the amplitude is the largest;Crack stable propagation stage:35%–90%,there is a moment that causes local stress concentration in both test blocks;Active stage:above 90%,the cumulative value of the parameter rises sharply,then continues to load the test block instability and damage.(2)The second failure law is divided into five stages according to the percentage of the stress value reaching the limit stress:Initial stage:15%–20%,the cumulative value of each parameter increases with time;Elastic failure stage:20%–40%,the cumulative value of the parameter continues to grow,but the growth curve is approximately parallel;Crack stable propagation stage:40%–60%,all parameters increased sharply and the increase reached the peak of the whole process;A stable state:60–80%,the emission characteristic parameter will become zero,and the stable state of the 28 days curing test block is lagging;Active stage:above 90%,the number of signals increased sharply,but the energy and amplitude are low,and the later test block is completely fractured.(3)In the process of failure,the test block of SCC will form an inverted triangle or landslide failure surface,and the part above the failure surface is prone to failure,and there is a tendency to leave the test block.(4)Under uniaxial compression,the penetration of SCC cracks is mostly shear penetration. 展开更多
关键词 Acoustic emission change rule damage localization self-compacting concrete uniaxial compression
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Cerium oxide nanozymes alleviate oxidative stress in tenocytes for Achilles tendinopathy healing
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作者 Xingquan Xu Rongliang Wang +9 位作者 yixuan li Rui Wu Wenjin Yan Sheng Zhao Quanyi liu Yan Du Wenli Gong Weitong li Hui Wei Dongquan Shi 《Nano Research》 SCIE EI CSCD 2023年第5期7364-7372,共9页
Background:Reactive oxygen species(ROS)is considered as ubiquitous and highly active chemicals that influence tendon integrity and orchestrate tendon repair.With significant recent advances in nanomaterials,cerium oxi... Background:Reactive oxygen species(ROS)is considered as ubiquitous and highly active chemicals that influence tendon integrity and orchestrate tendon repair.With significant recent advances in nanomaterials,cerium oxide nanoparticles(CeO_(2)NPs)exhibit superoxide dismutase-and catalase-like activities.Herein,we introduced a therapeutic approach of CeO_(2)NPs for Achilles tendinopathy(AT)healing.Methods:CeO_(2)NPs were synthesized to examine their effect as ROS scavengers on AT healing in vitro and in vivo.The mRNA levels of inflammatory factors were evaluated in AT after CeO_(2)NPs treatment in vitro.The mechanisms underlying CeO_(2)NPs-mediated stimulation of NRF2 translocation and ERK signaling were verified through immunofluorescence and Western blot analysis.The efficacy of CeO_(2)NPs was tested in an AT rat model in comparison with the control.Results:CeO_(2)NPs not only significantly scavenged multiple ROS and suppressed ROS-induced inflammatory reactions but also protected cell proliferation under oxidative stress induced by tert-butyl hydroperoxide(TBHP).Moreover,CeO_(2)NPs could promote NRF_(2)nuclear translocation for anti-oxidation and anti-inflammation through the ERK signaling pathway.In a rat model of collagenase-induced tendon injuries,CeO_(2)NPs showed significant therapeutic efficacy by ameliorating tendon damage.Conclusion:The present study provides valuable insights into the molecular mechanism of CeO_(2)NPs to ameliorate ROS in tenocytes via the ERK/NRF_(2)signaling pathway,which underscores the potential of CeO_(2)NPs for application in the treatment of enthesopathy healing. 展开更多
关键词 CeO_(2)nanozymes enthesiopathy NRF2 translocation ERK signaling
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Dual Nanofillers-Reinforced Noncovalently Cross-Linked Polymeric Composites with Unprecedented Mechanical Strength
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作者 Ni An Youliang Zhu +6 位作者 Xiaohan Wang yixuan li Junjun liu Xu Fang Zhongyuan Lu Bai Yang Junqi Sun 《CCS Chemistry》 CSCD 2023年第10期2312-2323,共12页
Noncovalentlycross-linkedpolymermaterials through healing,recycling,and reprocessing can reduce materials consumption and alleviate environmental pollution.However,it remains a huge challenge to fabricate super-strong... Noncovalentlycross-linkedpolymermaterials through healing,recycling,and reprocessing can reduce materials consumption and alleviate environmental pollution.However,it remains a huge challenge to fabricate super-strong noncovalently cross-linked polymer materials with mechanical strength comparable to high-performance engineering polymers.Herein,healable and reprocessable noncovalently cross-linked polymer compositeswith an unprecedented mechanical strength are fabricated by complexation of polyacrylic acid(PAA),polyvinylpyrrolidone(PVPON),and carbonized polymer dots(CPDs)(denoted as PAA-PVPON-CPDs).The incorporation of 15 wt%CPDs generates PAA-PVPON-CPDs compositeswith a tensile strength of∼158 MPa and Young’s modulus of∼8.2GPa.Servingas nanofillers,theCPDs can establish strong interactions with polymers in PAA-PVPON composites.The CPDs and the in situ-formed PAAPVPON nanoparticles work in concert to significantly strengthen the PAA-PVPON-CPDs composites to an unprecedented strength.The PAA-PVPON-CPDs composites exhibit excellent impact resistance and damage tolerance because of the high mechanical strength of the composites and the energy dissipation mechanism of the CPDs and PAA-PVPON nanoparticles.Moreover,the fractured PAA-PVPON-CPDs composites can be healed to restore their original mechanical strength. 展开更多
关键词 carbonized polymer dots noncovalently cross-linked polymers supramolecular polymers self-healing materials
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Comprehensive Approach to Assessment of Liver Viability During Normothermic Machine Perfusion
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作者 Jiahao li Haoyang Lu +2 位作者 Jian Zhang yixuan li Qiang Zhao 《Journal of Clinical and Translational Hepatology》 SCIE 2023年第2期466-479,共14页
Liver transplantation is the most effective treatment of advanced liver disease,and the use of extended criteria donor organs has broadened the source of available livers.Although normothermic machine perfusion(NMP)ha... Liver transplantation is the most effective treatment of advanced liver disease,and the use of extended criteria donor organs has broadened the source of available livers.Although normothermic machine perfusion(NMP)has become a useful tool in liver transplantation,there are no consistent criteria that can be used to evaluate the viability of livers during NMP.This review summarizes the criteria,indicators,and methods used to evaluate liver viability during NMP.The shape,appearance,and hemodynamics of the liver can be analyzed at a macroscopic level,while markers of liver injury,indicators of liver and bile duct function,and other relevant indicators can be evaluated by biochemical analysis.The liver can also be assessed by tissue biopsy at the microscopic level.Novel methods for assessment of liver viability are introduced.The limitations of evaluating liver viability during NMP are discussed and suggestions for future clinical practice are provided. 展开更多
关键词 Normothermic machine perfusion Liver viability CRITERIA
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A historical review of aggregation-induced emission from 2001 to 2020:A bibliometric analysis
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作者 Qiming Xia Yiyin Zhang +6 位作者 Yiling li Yirun li yixuan li Zhe Feng Xiaoxiao Fan Jun Qian Hui lin 《Aggregate》 2022年第1期122-137,共16页
Aggregation-induced emission(AIE)is a photophysical phenomenon that a certain group of luminescent materials that become highly luminous when aggregated in a bad solvent or solid state.This year is the 20th anniversar... Aggregation-induced emission(AIE)is a photophysical phenomenon that a certain group of luminescent materials that become highly luminous when aggregated in a bad solvent or solid state.This year is the 20th anniversary since the AIE concept firstly proposed in 2001.Many advanced applications were gradually being explored,covering optics,electronics,energy,and bioscience and so on.At present,bibliometrics can enlighten the researchers with comprehensive sights of the achievements and trends of a specific field,which is critical for academic investigations.Herein,we presented a general bibliometric overview of AIE covering 20 years of evolution.With the assistance of Web of Science Core Collection database and several bibliometric software tools,the annual publication and citation,most influential countries/regions,most contributing authors,journals and institutions,second near-infrared(NIR-Ⅱ)related hotspots,as well as the forecast of frontiers were demonstrated and systematically analyzed.This study summarizes the current research status in AIE research field and provides a reference for future research directions. 展开更多
关键词 aggregation-induced emission(AIE) bibliometric analysis research trend second near-infrared(NIR-Ⅱ)
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基于神经网络的生成式三维数字人研究综述:表示、渲染与学习 被引量:1
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作者 晏轶超 程宇豪 +9 位作者 陈琢 彭乙骢 吴思婧 张维天 李俊杰 李逸轩 高景南 张维夏 翟广涛 杨小康 《中国科学:信息科学》 CSCD 北大核心 2023年第10期1858-1891,共34页
随着人工智能技术的高速发展,计算机视觉与图形学等相关学科的交叉融合掀起了一场数字人生成技术的新革命,人类进入“元宇宙”等数字空间的梦想正逐渐变为现实.面对大规模三维数字人的生产需求,传统图形学建模方法建模过程繁琐,周期冗长... 随着人工智能技术的高速发展,计算机视觉与图形学等相关学科的交叉融合掀起了一场数字人生成技术的新革命,人类进入“元宇宙”等数字空间的梦想正逐渐变为现实.面对大规模三维数字人的生产需求,传统图形学建模方法建模过程繁琐,周期冗长,阻碍了虚拟数字人的普及和应用,而利用生成式人工智能技术产生高拟真、规模化的虚拟数字人正逐渐成为研究热点.为了深入了解三维数字人技术的研究现状与挑战,本文从生成式模型的视角对数字人技术进行了系统性梳理,并总结了其中的3个关键步骤:表示、渲染与学习.随后,对显式及隐式的表示方法进行总结,对传统渲染与神经网络渲染的成像方式进行归纳,并概括了相应的模型学习方法.最后,本文对三维数字人的典型应用进行分析,并对当前挑战与未来发展方向进行总结和展望. 展开更多
关键词 三维数字人 生成模型 隐式表示 神经渲染 对抗学习
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Trait-based approach revealed the seasonal variation of mesozooplankton functional groups in the South Yellow Sea
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作者 Zhishuang Zhang Hongju Chen +4 位作者 yixuan li Ruping Ge Guangxing liu Shaukat Ali Yunyun Zhuang 《Marine Life Science & Technology》 SCIE CAS CSCD 2023年第1期126-140,共15页
Functional traits determine the fitness of organisms and mirror their ecological functions.Although trait-based approaches provide ecological insights,it is underexploited for marine zooplankton,particularly with resp... Functional traits determine the fitness of organisms and mirror their ecological functions.Although trait-based approaches provide ecological insights,it is underexploited for marine zooplankton,particularly with respect to seasonal variation.Here,based on four major functional traits,including body length,feeding type,trophic group,and reproduction mode,we quantified the seasonal variations of mesozooplankton functional groups in the South Yellow Sea(SYS)in the spring,summer,and autumn of 2018.Strong seasonal dynamics were identified for all traits but patterns varied among traits.Small zooplankton(47.7–88.6%),omnivores–herbivores(81.3–97.6%),and free spawners(54.8–92.5%)dominated in three seasons,while ambush feeders and current feeders dominated in spring(45.7%),and autumn(73.4%),respectively.Cluster analysis of the functional traits showed that the mesozooplankton in the SYS can be classified into eight functional groups.The biogeographic and seasonal variations of functional groups can be partially explained by environmental drivers.Group 1,represented by omnivores–herbivores,was the most dominant functional group,the abundance of which peaked in spring and was positively correlated with chlorophyll a concentration,indicating its close association with phytoplankton dynamics.The contribution of giant,active ambush carnivores,passive ambush carnivore jellyfish,current omnivores–detritivores,and parthenogenetic cladocerans increased with sea surface temperature.The proportion of giant,active ambush carnivores and active ambush omnivore–carnivore copepods decreased with salinity in autumn.This study presents a new perspective for understanding the dynamics of zooplankton and paves the way for further research on the functional diversity of zooplankton in the SYS. 展开更多
关键词 ZOOPLANKTON Southern Yellow Sea Functional trait Functional group Seasonal variation
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Immunosuppressive therapy selectively modulates B-cell responses in patients with rheumatic and musculoskeletal diseases receiving the inactivated COVID-19 vaccine
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作者 Rui li Ruru Guo +14 位作者 Jia li Bing Zheng Ronghao Xu Xiaoyue Jiang Yingying Chen Guo Tang Qianqian li yixuan li Jiaqi Feng Xiaoxiang Chen Ying Wang Shuang Ye Fang Du liangjing Lu Jun Deng 《Rheumatology & Autoimmunity》 2023年第2期78-89,共12页
Background:Immunosuppressive medication reduces the immunogenicity of the coronavirus disease 2019(COVID-19)vaccines in patients with rheumatic and musculoskeletal diseases(RMDs).However,the underlying mechanism remai... Background:Immunosuppressive medication reduces the immunogenicity of the coronavirus disease 2019(COVID-19)vaccines in patients with rheumatic and musculoskeletal diseases(RMDs).However,the underlying mechanism remains unclear.The primary aim of our study was to dissect the impact of immunosuppressive medication on cellular and humoral immune responses in RMD patients receiving the inactivated COVID-19 vaccine.Methods:A total of 28 RMD patients and five healthy controls(HCs)receiving two doses of the inactivated COVID-19 vaccine(Sinovac-CoronaVac)were prospectively enrolled.Blood samples were collected before the primary vaccination(Week 0)and one week after the second vaccination(Week 5).Neutralizing antibody(nAb)titers and autoantibody titers were measured by a pseudovirus-based neutralization assay and enzyme-linked immunosorbent assay,respectively.CD4^(+)T-cell and CD19^(+)B-cell subsets and serum cytokines were analyzed by flow cytometry.Results:The inactivated COVID-19 vaccine was immunogenic in RMD patients and HCs after the second vaccination,but the nAb titers were lower in RMD patients than those in HCs.Only patients with systemic lupus erythematosus(SLE)had notably increased nAb titers.Remarkably,IgG^(+)CD27^(+),IgG^(+)IgG1^(+),and IgG^(+)IgG1^(−)B cells were reduced,whereas IgG−IgG1^(+)B cells,and total IgA and IgG titers were markedly increased.However,Tfh cell and Tfr cell subsets and cytokines produced by Tfh cells were not increased.The flare rate was low in RMD patients with comparable autoantibody titers,unchanged CD4^(+)T cell subsets and serum proinflammatory cytokines(interleukin[IL]-6,IL-17,interferon-γ,and tumor necrosis factor-α)after the second vaccination.Conclusions:Immunosuppressive therapy decreased the immunogenicity of the vaccine and maintained a low flare rate by selectively modulating B cell but not CD4^(+)T cell responses in RMD patients receiving the inactivated COVID-19 vaccine.Optimization of the treatment regimen might ensure a durable and robust COVID-19 vaccination response. 展开更多
关键词 COVID-19 vaccination humoral and cellular responses immunosuppressive medication rheumatic and musculoskeletal diseases
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Deep learning in optical metrology:a review 被引量:10
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作者 Chao Zuo Jiaming Qian +6 位作者 Shijie Feng Wei Yin yixuan li Pengfei Fan Jing Han Kemao Qian Qian Chen 《Light(Science & Applications)》 SCIE EI CAS CSCD 2022年第4期466-519,共54页
With the advances in scientific foundations and technological implementations,optical metrology has become versatile problem-solving backbones in manufacturing,fundamental research,and engineering applications,such as... With the advances in scientific foundations and technological implementations,optical metrology has become versatile problem-solving backbones in manufacturing,fundamental research,and engineering applications,such as quality control,nondestructive testing,experimental mechanics,and biomedicine.In recent years,deep learning,a subfield of machine learning,is emerging as a powerful tool to address problems by learning from data,largely driven by the availability of massive datasets,enhanced computational power,fast data storage,and novel training algorithms for the deep neural network.It is currently promoting increased interests and gaining extensive attention for its utilization in the field of optical metrology.Unlike the traditional,,physics-basedH approach,deep-learning-enabled optical metrology is a kind of,/data-drivenw approach,which has already provided numerous alternative solutions to many challenging problems in this field with better performances.In this review,we present an overview of the current status and the latest progress of deep-learning technologies in the field of optical metrology.We first briefly introduce both traditional image-processing algorithms in optical metrology and the basic concepts of deep learning,followed by a comprehensive review of its applications in various optical metrology tasks,such as fringe denoising,phase retrieval,phase unwrapping,subset correlation,and error compensation.The open challenges faced by the current deep-learning approach in optical metrology are then discussed.Finally,the directions for future research are outlined. 展开更多
关键词 BACKBONE SUBSET VERSATILE
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基于聚(乙烯醇)衍生物和植酸复合物的自修复、高弹性无氟质子交换膜 被引量:1
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作者 李懿轩 李政萱 +1 位作者 王文杰 孙俊奇 《Science China Materials》 SCIE EI CSCD 2020年第7期1235-1246,共12页
具有良好自修复能力的无氟质子交换膜,对延长氢氧燃料电池的使用寿命以及提高其可靠性具有重要意义.本文通过将植酸(PA)与磺化聚乙烯醇(SPVA)复合并在SPVA链上接枝带正电的4-(咪唑-1-基)苯甲醛(IBZ)的方法制备了具有良好自修复性能及高... 具有良好自修复能力的无氟质子交换膜,对延长氢氧燃料电池的使用寿命以及提高其可靠性具有重要意义.本文通过将植酸(PA)与磺化聚乙烯醇(SPVA)复合并在SPVA链上接枝带正电的4-(咪唑-1-基)苯甲醛(IBZ)的方法制备了具有良好自修复性能及高质子传导率的高弹性无氟质子交换膜(SPVA-IBZ/PA).与重铸Nafion膜相比,SPVA-IBZ/PA膜具有较高的机械强度和良好的弹性.室温下,SPVA-IBZ/PA膜可在30 s内从~50%的拉伸应变下自动恢复到初始状态.同时,SPVA-IBZ/PA膜在~70°C时的质子电导率为~0.095 S cm-1,高于重铸Nafion膜.装配SPVA-IBZ/PA膜的氢氧燃料电池具有良好的电池性能,其开路电压为~0.98 V,最大功率密度为~609 mW cm-2.重要的是,SPVA-IBZ/PA膜可以在氢氧燃料电池的工作条件下修复微米级大小的机械损伤,恢复其原有的质子电导率和电池性能. 展开更多
关键词 氢氧燃料电池 质子交换膜 质子电导率 开路电压 NAFION膜 自修复 高弹性 机械损伤
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应用改良庆大霉素保护试验检测肠炎沙门氏菌侵袭力表型 被引量:1
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作者 王莹 张微 +5 位作者 李怡璇 江芳 黄婷婷 于馨 朱洪伟 张兴晓 《生物工程学报》 CAS CSCD 北大核心 2020年第11期2459-2466,共8页
肠炎血清型沙门氏菌(Salmonella enterica serovar Enteritidis,SE)是引起肠炎和全身感染重要的沙门氏菌血清型之一,了解沙门氏菌侵袭力表型对阐明其感染致病机制至关重要。传统庆大霉素保护试验(GPA)存在通量低、重复性差等缺点。文中... 肠炎血清型沙门氏菌(Salmonella enterica serovar Enteritidis,SE)是引起肠炎和全身感染重要的沙门氏菌血清型之一,了解沙门氏菌侵袭力表型对阐明其感染致病机制至关重要。传统庆大霉素保护试验(GPA)存在通量低、重复性差等缺点。文中利用96孔细胞培养和多孔道移液的高通量优势,结合菌落分区微量滴板计数法改良了传统GPA试验方案。应用改良的GPA方法检测了16株SE菌株对非吞噬细胞(HT-29)的入侵表型和43株SE菌株对吞噬细胞(RAW264.7)的胞内复制表型。通过比较分析SE强、弱菌株JL228和LN248对吞噬细胞(RAW264.7)的侵袭力表型发现,改良的GPA得出的数据组内和组间变异系数低、数据重复性强,胞内复制表型也与显微观察结果相符。通过实践应用发现,改良的GPA方法具有通量高、重复性强、结果可靠兼具省时、省力等优点,可作为沙门氏菌菌株侵袭力表型检测的更新方案,为进一步阐明其致病机制提供了更科学有效的方法。 展开更多
关键词 庆大霉素保护试验 肠炎沙门氏菌 侵袭力表型 高通量 重复性
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Bone targeting antioxidative nano-iron oxide for treating postmenopausal osteoporosis 被引量:1
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作者 liming Zheng Zaikai Zhuang +7 位作者 yixuan li Tianshu Shi Kai Fu Wenjin Yan Lei Zhang Peng Wang Lan li Qing Jiang 《Bioactive Materials》 SCIE 2022年第8期250-261,共12页
Osteoporosis is the most common degenerative orthopedic disease in the elderly.Recently,the therapeutic methods for osteoporosis have shifted towards the regulation of local immunity in bone tissues,which could provid... Osteoporosis is the most common degenerative orthopedic disease in the elderly.Recently,the therapeutic methods for osteoporosis have shifted towards the regulation of local immunity in bone tissues,which could provide a suitable environment for the positive regulation of bone metabolism,promoting osteogenic differentiation and inhibiting osteoclast differentiation.Our previous work demonstrated that iron oxide nanoparticles(IONPs)could positively regulate bone metabolism in vitro.In this study,we further demonstrated that daily administration of IONPs relieved estrogen deficiency-induced osteoporosis via scavenging reactive oxygen species in vivo.Meanwhile,IONPs promoted the osteogenic differentiation of bone marrow mesenchymal stem cells and inhibited the osteoclast differentiation of monocytes from IONPs treated mice.Besides,alendronate,a clinically used anti-osteoporosis bisphosphate,was employed to precisely deliver the IONPs to the bone tissues and played a synergically therapeutic role.Eventually,we verified the bone targeting ability,therapeutic efficiency,and biocompatibility of the novel bone target iron oxides in ovariectomy-induced osteoporotic mice.By applying BTNPs,the OVX-induced osteoporosis was significantly revised in mice models via the positive regulation of bone metabolism. 展开更多
关键词 OSTEOPOROSIS Bone targeting Iron oxide ANTIOXIDANT NANOMEDICINE
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Polymeric Complex Nanoparticles Enable the Fabrication of Mechanically Superstrong and Recyclable Poly(aryl ether sulfone)-based Polymer Composites 被引量:1
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作者 Xingyuan Lu Yuchao Luo +5 位作者 yixuan li Chunyang Bao Xiaohan Wang Ni An Guibin Wang Junqi Sun 《CCS Chemistry》 CAS 2020年第1期524-532,共9页
It is a long-term pursuit,and also,a challenge to significantly improve the mechanical strength of thermoplastic polymers using readily dispersed polymers as nanofillers.In this study,we demonstrated that in situ form... It is a long-term pursuit,and also,a challenge to significantly improve the mechanical strength of thermoplastic polymers using readily dispersed polymers as nanofillers.In this study,we demonstrated that in situ formed carboxylic acid-functionalized poly(aryl ether sulfone)(PAES-COOH)/polyvinylpyrrolidone(PVPON)complex nanoparticles can significantly enhance the mechanical strength of PAES-COOH by mixing PAES-COOH with a small fraction of PVPON.The PAES-COOH/PVPON10%composite,which contained∼10 wt%PVPON,exhibited a tensile strength of∼104.8 MPa and Young’s modulus of∼932.2 MPa,which were∼2.0 and∼1.7 times higher than those of the PAES-COOH,respectively.The PAES-COOH/PVPON nanoparticles which were uniformly dispersed in PAES-COOH matrices and had strong hydrogen-bonding interactions with PAES-COOH,served as nanofillers to reinforce the mechanical strength of the PAES-COOH.The PAES-COOH/PVPON_(10%)composites possessed excellent solvent-assisted healability,and the fractured composites could be healed to restore their original mechanical strength.Meanwhile,the PAES-COOH/PVPON_(10%)composites could be recycled multiple times,and yet retained their shape integration and their original mechanical strength. 展开更多
关键词 polymer complexes supramolecular chemistry materials science high-strength materials recyclable materials
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