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Citric acid-modified silicon anode with dual carbon stress modulation for stable lithium storage
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作者 Qianqian Fan Jing Wang +7 位作者 zhiyuan gao Zhenpeng Zhu Xingmei Guo Yuanjun Liu Xiangjun Zheng Zhongyao Duan Qinghong Kong Junhao Zhang 《Chinese Journal of Chemical Engineering》 2025年第11期229-238,共10页
To effectively enhanced structural stability and cycling performance,a dual carbon protection strategy is proposed to fabricate Si nanoparticles encapsulated in citric acid(CA)-derived inner carbon layer and zeolitic ... To effectively enhanced structural stability and cycling performance,a dual carbon protection strategy is proposed to fabricate Si nanoparticles encapsulated in citric acid(CA)-derived inner carbon layer and zeolitic imidazolate framework-67(ZIF-67) derived outer carbon layer(Si@C-CA@c-ZIF).The results reveal that citric acid-derived carbon facilitates a uniform ZIF-67 coating on the Si surface and serves as the inner carbon precursor to reduce volumetric expansion of Si particles,more importantly,it can enhance the transport of electrons and ions between Si particles and ZIF-67-derived carbon.The ZIF-67-derived outer carbon layer further restricts Si particle expansion and enhances conductivity.Evaluated as anode material for lithium ion batteries,the Si@C-CA@c-ZIF anode demonstrates outstanding lithium storage performance,the high specific capacity is high to 924 m A·h·g^(-1)at 1.0 A·g^(-1) after 10 cycles of activation,and it still maintains a reversible capacity of 703.3 m A·h·g^(-1) after 1000 cycles,along with a capacity retention of 76.1%.This work highlights the effectiveness of the dual carbon framework in addressing the volume expansion and conductivity limitations of Si,with potential applications for other high-capacity anode materials. 展开更多
关键词 Dual carbon stress modulation Citric acid Silicon anodes ELECTROCHEMISTRY Volume expansion Kinetics
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New insight into manganese-enhanced abiotic degradation of microplastics:Processes and mechanisms
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作者 Yunlong Sun Wei Ding +6 位作者 Yanhao Wang Zhening Zhang Ruyun Wang Yinghui Guo zhiyuan gao Haiyan Du Dong Ma 《Chinese Chemical Letters》 2025年第3期144-150,共7页
Microplastics(MPs) are an emerging environmental pollutant and have penetrated the most remote and primitive areas. MPs degradation has received widespread attention. Manganese(Mn) is a highly reactive metal element i... Microplastics(MPs) are an emerging environmental pollutant and have penetrated the most remote and primitive areas. MPs degradation has received widespread attention. Manganese(Mn) is a highly reactive metal element in the environment, yet its contribution to MPs degradation remains unclear. Herein,we simulated the aging of polyethylene MPs with Mn(Ⅱ) under aqueous conditions at pH 5 and 8 for720 days. Mn greatly promoted the MPs degradation, and the average particle sizes of polyethylene MPs were reduced from 9.2 μm to 5.9 μm after aging at pH 5 under light irradiation for 720 days. Plenty of oxygen-containing groups were generated on the MPs surfaces, and the carbonyl index remarkably increased, reaching four times that of the control without adding Mn. Mechanistically, the adsorbed Mn(Ⅱ)on the MPs surfaces were primarily oxidized to high-valence Mn(Ⅲ/Ⅳ) profited from the photoproduced radicals, followed by the MPs oxidation via Mn(Ⅲ/Ⅳ), which were reduced to regenerate Mn(Ⅱ), initiating a new redox cycling. During the degradation, dissolved organic matter was continuously released, mainly including bisphenol A and phthalic acid esters. Mn acts as a catalyst to accelerate the MPs degradation by redox cycling. Our results provide a new insight into the mechanisms of abiotic degradation of MPs in aqueous environments. 展开更多
关键词 POLYETHYLENE Microplastics MANGANESE DEGRADATION Carbonyl index
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聚集诱导发光 被引量:24
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作者 韩鹏博 徐赫 +73 位作者 安众福 蔡哲毅 蔡政旭 巢晖 陈彪 陈明 陈禹 池振国 代淑婷 丁丹 董宇平 高志远 管伟江 何自开 胡晶晶 胡蓉 胡毅雄 黄秋忆 康苗苗 李丹霞 李济森 李树珍 李文朗 李振 林新霖 刘骅莹 刘佩颖 娄筱叮 吕超 马东阁 欧翰林 欧阳娟 彭谦 钱骏 秦安军 屈佳敏 石建兵 帅志刚 孙立和 田锐 田文晶 佟斌 汪辉亮 王东 王鹤 王涛 王晓 王誉澄 吴水珠 夏帆 谢育俊 熊凯 徐斌 闫东鹏 杨海波 杨清正 杨志涌 袁丽珍 袁望章 臧双全 曾钫 曾嘉杰 曾卓 张国庆 张晓燕 张学鹏 张艺 张宇凡 张志军 赵娟 赵征 赵子豪 赵祖金 唐本忠 《化学进展》 SCIE CAS CSCD 北大核心 2022年第1期1-130,共130页
聚集诱导发光(AIE)是唐本忠院士于2001年提出的一个科学概念,是指一类在溶液中不发光或者发光微弱的分子聚集后发光显著增强的现象。高效固态发光的AIE材料有望从根本上解决有机发光材料面临的聚集导致发光猝灭难题,具有重大的实际应用... 聚集诱导发光(AIE)是唐本忠院士于2001年提出的一个科学概念,是指一类在溶液中不发光或者发光微弱的分子聚集后发光显著增强的现象。高效固态发光的AIE材料有望从根本上解决有机发光材料面临的聚集导致发光猝灭难题,具有重大的实际应用价值。从分子内旋转受限到分子内运动受限,从聚集诱导发光到聚集体科学,AIE领域已经取得了许多原创性的成果。在本综述中,我们从AIE材料的分类、机理、概念衍生、性能、应用和挑战等方面讨论了AIE领域最近取得的显著进展。希望本综述能激发更多关于分子聚集体的研究,并推动材料、化学和生物医学等学科的进一步交叉融合和更大发展。 展开更多
关键词 聚集诱导发光 聚集体科学 分子内运动受限
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Mercury transformation processes in nature: Critical knowledge gaps and perspectives for moving forward 被引量:1
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作者 zhiyuan gao Wang Zheng +13 位作者 Yanbin Li Yurong Liu Mengjie Wu Shouying Li Ping Li Guangliang Liu Xuewu Fu Shuxiao Wang Feiyue Wang Yong Cai Xinbin Feng Baohua Gu Huan Zhong Yongguang Yin 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2022年第9期152-165,共14页
The transformation of mercury(Hg) in the environment plays a vital role in the cycling of Hg and its risk to the ecosystem and human health. Of particular importance are Hg oxidation/reduction and methylation/demethyl... The transformation of mercury(Hg) in the environment plays a vital role in the cycling of Hg and its risk to the ecosystem and human health. Of particular importance are Hg oxidation/reduction and methylation/demethylation processes driven or mediated by the dynamics of light, microorganisms, and organic carbon, among others. Advances in understanding those Hg transformation processes determine our capacity of projecting and mitigating Hg risk. Here, we provide a critical analysis of major knowledge gaps in our understanding of Hg transformation in nature, with perspectives on approaches moving forward. Our analysis focuses on Hg transformation processes in the environment, as well as emerging methodology in exploring these processes. Future avenues for improving the understanding of Hg transformation processes to protect ecosystem and human health are also explored. 展开更多
关键词 MERCURY oxidation reduction METHYLATION DEMETHYLATION isotope fractionation
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An Automatic Classification Grading of Spinach Seedlings Water Stress Based on N-MobileNetXt
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作者 Yanlei Xu Xue Cong +2 位作者 Yuting Zhai zhiyuan gao Helong Yu 《Intelligent Automation & Soft Computing》 SCIE 2023年第9期3019-3037,共19页
To solve inefficient water stress classification of spinach seedlings under complex background,this study proposed an automatic classification method for the water stress level of spinach seedlings based on the N-Mobi... To solve inefficient water stress classification of spinach seedlings under complex background,this study proposed an automatic classification method for the water stress level of spinach seedlings based on the N-MobileNetXt(NCAM+MobileNetXt)network.Firstly,this study recon-structed the Sandglass Block to effectively increase the model accuracy;secondly,this study introduced the group convolution module and a two-dimensional adaptive average pool,which can significantly compress the model parameters and enhance the model robustness separately;finally,this study innovatively proposed the Normalization-based Channel Attention Module(NCAM)to enhance the image features obviously.The experimental results showed that the classification accuracy of N-MobileNetXt model for spinach seedlings under the natural environment reached 90.35%,and the number of parameters was decreased by 66%compared with the original MobileNetXt model.The N-MobileNetXt model was superior to other net-work models such as ShuffleNet and GhostNet in terms of parameters and accuracy of identification.It can provide a theoretical basis and technical support for automatic irrigation. 展开更多
关键词 Deep learning water stress grade classification image processing complex background
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Immune Infiltration in Atherosclerosis is Mediated by Cuproptosis-Associated Ferroptosis Genes
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作者 Boyu Zhang Shuhan Li +6 位作者 Hanbing Liu Dongze Wang Ang gao Yihan Wang zhiyuan gao Tongyu Hou Qian Xu 《Cardiovascular Innovations and Applications》 2022年第4期20-40,共21页
Aims:In this study,we aimed to identify cuproptosis-associated ferroptosis genes in the atherosclerosis microarray of the Gene Expression Omnibus(GEO)database and to explore hub gene-mediated immune infiltration in at... Aims:In this study,we aimed to identify cuproptosis-associated ferroptosis genes in the atherosclerosis microarray of the Gene Expression Omnibus(GEO)database and to explore hub gene-mediated immune infiltration in atherosclerosis.Background:Immune infiltration plays a crucial role in atherosclerosis development.Ferroptosis is a mode of cell death caused by the iron-dependent accumulation of lipid peroxides.Cuproptosis is a recently discovered type of programmed cell death.No previous studies have examined the mechanism of cuproptosis-associated ferroptosis gene regulation in immune infiltration in atherosclerosis.Methods:We searched the qualified atherosclerosis gene microarray in the GEO database,integrated it with ferroptosis and cuproptosis genes,and calculated the correlation coefficients.We then obtained the cuproptosis-associated ferrop-tosis gene matrix and screened differentially expressed genes.Subsequently,we performed Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses and protein–protein interaction network analysis of differen-tially expressed genes.We also screened hub genes according to the Matthews correlation coefficient(MCC)algorithm.We conducted enrichment analysis of hub genes to explore their functions and predict related microRNAs(P<0.05).We also used the single-sample gene set enrichment analysis(ssGSEA)algorithm to analyze the relationships between hub genes and immune infiltration,and used immune-associated hub genes to construct a risk model.Finally,we used the drug prediction results and molecular docking technology to explore potential therapeutic drugs targeting the hub genes.Results:Seventy-eight cuproptosis-associated ferroptosis genes were found to be involved in the cellular response to oxidative and chemical stress,and to be enriched in multiple pathways,including ferroptosis,glutathione metabolism,and atherosclerosis.Ten hub genes were identified with the MCC algorithm;according to the ssGSEA algorithm,these genes were closely associated with immune infiltration,thus indicating that cuproptosis-associated ferroptosis genes may participate in atherosclerosis by mediating immune infiltration.The receiver operating characteristic curve indi-cated that the model had a good ability to predict atherosclerosis risk.The results of drug prediction(adjusted P<0.001)and molecular docking showed that glutathione may be a potential therapeutic drug that targets the hub genes.Conclusion:Cuproptosis-associated ferroptosis genes are associated with immune infiltration in atherosclerosis. 展开更多
关键词 ATHEROSCLEROSIS cuproptosis-associated ferroptosis immune infiltration
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Alcohol induced surface charging of colloidal quantum dots for controllable electrophoretic deposition processing
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作者 Jiaming Su Kai Gu +3 位作者 Qingchen Wang Kaiying Min zhiyuan gao Haizheng Zhong 《Nano Research》 2026年第2期504-511,共8页
In this work,we report alcohol induced surface charging of colloidal quantum dots for controllable electrophoretic deposition processing.By adding a fixed amount of alcohol into a preformed quantum dots solution in no... In this work,we report alcohol induced surface charging of colloidal quantum dots for controllable electrophoretic deposition processing.By adding a fixed amount of alcohol into a preformed quantum dots solution in non-polar solvents,quantum dots can be positively charged,and then deposited on negative electrode under applied electric field.The surface charging of PbSe quantum dots was investigated by Zeta potential,nuclear magnetic resonance,Fourier transform infrared spectroscopy,and discrete Fourier transform calculations.Based on the results,Zeta potential of oleate acid capped PbSe quantum dots increases from+1.6 to+13.4 mV as the amount of alcohol solvent increases.The alcohol induced Zeta potential increase can be explained by the electron cloud shift of active hydrogen mediated by intermolecular hydrogen bonds between carboxylic acid and alcohol.Considering the influence of surface charging of quantum dots on their dispersibility,we describe the microscopic mechanism of alcohol induced electrophoretic deposition processing.Furthermore,we developed a size-selective separation protocol by controlling alcohol induced electrophoretic deposition processing. 展开更多
关键词 surface charging ALCOHOL electrophoretic deposition quantum dots size dependent effect
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压电智能叶片的优化配置与振动主动控制算法 被引量:1
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作者 高志远 徐童欣 +2 位作者 苗中华 邵勇 朱晓锦 《中国科学:信息科学》 北大核心 2025年第1期129-139,共11页
作为复杂薄壁曲面类部件,航空发动机叶片结构复杂、工况恶劣,叶片振动会直接影响航空发动机工作稳定性.面向以压电材料构建压电智能叶片进行主动振动抑制的新一代航空发动机叶片研究,本文提出了基于有限元分析的压电元件优化配置方案和... 作为复杂薄壁曲面类部件,航空发动机叶片结构复杂、工况恶劣,叶片振动会直接影响航空发动机工作稳定性.面向以压电材料构建压电智能叶片进行主动振动抑制的新一代航空发动机叶片研究,本文提出了基于有限元分析的压电元件优化配置方案和变步长自适应滤波控制算法.首先,给出了3种压电元件配置优化目标函数,基于叶片的有限元模态分析和瞬态分析,采用改进的差分进化算法对压电元件的位置进行优化布局.随后,提出了根据误差信号幅值动态调整步长、能够平衡收敛速度与稳态误差的VSS-FxLMS算法.最后,按照优化配置结果,构建了实时振动主动控制实验平台,并针对单频扰动、多频扰动进行了实时控制实验对比分析.实验结果表明,本文所提的VSS-FxLMS算法有较好的振动抑制效果,且收敛速度较快. 展开更多
关键词 压电智能叶片 振动主动控制 优化配置 差分进化算法 变步长 FXLMS算法
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变负载柔性悬臂梁的多模型混合自适应振动主动控制 被引量:2
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作者 高志远 朱晓锦 +1 位作者 张合生 苗中华 《中国科学:信息科学》 CSCD 北大核心 2020年第5期734-742,共9页
面向末端具有可变负载的压电柔性悬臂梁振动主动控制,本文提出了一种基于改进多模型切换性能指标函数的多模型混合自适应振动主动控制方法.通过引入包含次级通道与结构正反馈通道的预滤波器,消除了抑振作动器与参考传感器之间的结构振... 面向末端具有可变负载的压电柔性悬臂梁振动主动控制,本文提出了一种基于改进多模型切换性能指标函数的多模型混合自适应振动主动控制方法.通过引入包含次级通道与结构正反馈通道的预滤波器,消除了抑振作动器与参考传感器之间的结构振动正反馈对振动主动控制的负面影响.通过构建以压电智能柔性悬臂梁为受控对象的MATLAB xPC实时验证平台,针对单频扰动、双频窄带扰动以及宽带扰动,开展了实时实验对比验证.相关实验结果表明:本文所提出的多模型混合自适应振动主动控制方法是可行的,能够显著改善负载变化情况下的振动抑制效果,且收敛速度较快. 展开更多
关键词 多模型自适应控制 切换控制 振动主动控制 压电悬臂梁 可变负载 实时控制
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Sonosensitized Aggregation-Induced Emission Dots with Capacities of Immunogenic Cell Death Induction and Multivalent Blocking of Programmed Cell Death-Ligand 1 for Amplified Antitumor Immunotherapy 被引量:7
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作者 Shaorui Jia zhiyuan gao +4 位作者 Zelin Wu Heqi gao He Wang Hanlin Ou Dan Ding 《CCS Chemistry》 CAS 2022年第2期501-514,共14页
The combination of immunogenic cell death(ICD)induction and immune checkpoint blockade has emerged as a major direction of cancer immunotherapy.Among currently available ICD inducers,sonosensitizers that produce react... The combination of immunogenic cell death(ICD)induction and immune checkpoint blockade has emerged as a major direction of cancer immunotherapy.Among currently available ICD inducers,sonosensitizers that produce reactive oxygen species(ROS)under an external trigger to evoke ICD of tumor cells have shown great promise.However,a highly efficient sonosensitizer-based ICD inducer with an aggregationinduced emission(AIE)characteristic has yet to be developed.Herein,a novel AIE sonosensitizer with a twisted molecular structure,very small energy gap between the singlet and triplet excited states(ΔE_(ST)),and efficient ROS generation ability,which can serve as an effective ICD inducer,is reported for sonodynamic processes in cancer immunotherapy.Furthermore,an AIE sonosensitizer-based nanosystem with surface modification of anti-PD-L1 peptide is constructed for boosting antitumor immunotherapy.In this system,AIE sonosensitizer-mediated sonodynamic therapy can successfully convert a hypoimmunogenic cold tumor to a hot one and further facilitate the multivalent blocking of programed death ligand(PD-L1)by anti-PD-L1 peptides.Such an advanced nanosystem could effectively initiate the activation of antitumoral immune reactions and modulation of an immunosuppressive microenvironment,contributing to systemic antitumor effects to further inhibit the growth of distant tumors. 展开更多
关键词 aggregation-induced emission sonodynamic therapy immunogenic cell death PD-L1 antitumor immunotherapy
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Development and test of hydraulic driven remote transporter 被引量:1
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作者 Jiaxue Li Shanjun Li +2 位作者 Yanlin Zhang Mingdi Liu zhiyuan gao 《International Journal of Agricultural and Biological Engineering》 SCIE EI CAS 2021年第2期72-80,共9页
To solve the problems of the traditional orchard conveyor,such as inflexible steering,a complex structure,poor stability and no power grid coverage,a remote-controlled rail conveyor powered by hydraulic pressure for m... To solve the problems of the traditional orchard conveyor,such as inflexible steering,a complex structure,poor stability and no power grid coverage,a remote-controlled rail conveyor powered by hydraulic pressure for mountainous orchards was designed and manufactured.Climbing stress analysis was carried out on a full-load trailer to obtain the maximum traction force,which met the requirement of the climbing slope of the transport mechanism.The key components of the conveyor were developed,such as the hydraulic transmission,the control system,safety protection devices,limiting devices,the throttle and decompression actuator,the counterweight tension and the battery.Through the theoretical calculations of key components,an orchard conveyor powered by diesel and hydraulic pressure was designed.Finally,the working performance of the transporter was tested through functionality,driving speed,system pressure and remote-controlled tests.The test results showed that the climbing angle of the transporter can reach 50°,the uphill load can reach 840 kg,the downhill load can reach 1100 kg,and the average running speed is 0.77 m/s;the driving speed ranges from 0.29 m/s to 1.08 m/s,and the system pressure ranges from 3.2 MPa to 10 MPa.The driving speed and system pressure are significantly affected by the load,and the remote control distance can reach 455 m.The technical specifications of the transporter meet all the design requirements,and the problem of stable operation of the transporter without power grid coverage has been addressed.The research results can well meet the practical application requirements of mountain orchard transportation without power grid coverage and provide theoretical reference for the design of key components of mountain orchard transportation machinery. 展开更多
关键词 mountain orchard CONVEYOR hydraulic drive remote control
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A NIR ratiometric fluorescent biosensor for sensitive detection and imaging of α-L-fucosidase in living cells and HCC tumor-bearing mice 被引量:1
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作者 Guo-Qiang Zhang Weiwei Feng +8 位作者 zhiyuan gao gao-Lan Zhang Xinying Wu Yating Xiao Xun Li Lei Zheng Dan Ding Jianshuang Guo Bo Situ 《Aggregate》 2023年第2期300-308,共9页
Detection and imaging of α-L-fucosidase(AFU)is of great value to understand its roles in hepatocellular carcinoma(HCC)and tumor early diagnosis,but ideal assays are still lacking.Herein,a near-infrared(NIR)fluorescen... Detection and imaging of α-L-fucosidase(AFU)is of great value to understand its roles in hepatocellular carcinoma(HCC)and tumor early diagnosis,but ideal assays are still lacking.Herein,a near-infrared(NIR)fluorescent biosensor(α-Fuc-DCM)was elaborately designed and synthesized for rapid and ratiometric detection of AFU activity in cells and HCC tumor mouse models.In the presence of AFU,this biosensor shows an enhancement in NIR emission in a ratiometric manner,which significantly improves the detection accuracy with the limit of detection as low as 4.8 mU/mL.Taking advantage of these merits,the activity of AFU in lysosomes could be visualized using ratiometric and NIR dual modality in living cells.Furthermore,its remarkable application for monitoring of endogenous AFU activity in HCC tumor-bearing mouse model is also demonstrated with bright fluorescence signal,which indicated that the biosensor could clearly monitor the liver tumor in the early stage.Importantly,the α-Fuc-DCM probe can be utilized to detect the AFU in serum from HCC patients.This strategy offers a promising biosensor system for early diagnosis of HCC and studying the roles of AFU in cancers. 展开更多
关键词 cell and tumor imaging NIR fluorescent nanoprobe Α-L-FUCOSIDASE
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Highly sensitive light-up near-infrared fluorescent probe for detection and imaging of β-glucuronidase in human serum,living cells and tumor-bearing mice
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作者 Xin Zhou Deping Wang +6 位作者 zhiyuan gao Mingyue He Jiayi Hou Hui Zhang Guoqiang Zhang Dan Ding Guangxue Feng 《Science China Materials》 SCIE EI CAS CSCD 2022年第3期836-844,共9页
β-Glucuronidase(GUS)plays a key role in tumor initiation,metastasis,and progression,and thus,has been proposed as a promising cancer biomarker.In this study,we designed an enzyme-activatable near-infrared(NIR)fluores... β-Glucuronidase(GUS)plays a key role in tumor initiation,metastasis,and progression,and thus,has been proposed as a promising cancer biomarker.In this study,we designed an enzyme-activatable near-infrared(NIR)fluorescent probe(DCM-βGlcA)for the rapid and accurate detection of GUS activity in vitro,in vivo and ex vivo.The DCM-βGlcA was prepared by linking a glucuronic acid residue to dicyanomethylene-4 H-pyran(DCM).This probe exhibited significant light-up NIR fluorescent signals at 680 nm after reacting with GUS and the Stokes shift could reach 150 nm.The DCM-βGlcA showed a high sensitivity toward GUS and an excellent linear relationship at concentrations ranging between 0 and 4 U L^(-1)(R^(2)=0.9974)with the limit of detection as low as 0.19 U L^(-1).We used the DCM-βGlcA to identify GUS serum levels in both cancer patients and healthy individuals with a similar accuracy as that of an enzyme-linked immunosorbent assay(ELISA)while being easier and faster to perform.Moreover,the DCM-βGlcA was used for tracking endogenous GUS in living cells,thereby discriminating GUSoverexpressed liver cancer from normal cells.Additionally,the DCM-βGlcA was able to detect and image endogenous GUS in liver cancer tissue and tumor-bearing mouse models.These findings demonstrate the potential of the DCM-βGlcA as a promising tool for detecting and monitoring GUS activity in preclinical applications. 展开更多
关键词 NIR fluorescent probe Β-GLUCURONIDASE serum detection cell imaging in-vivo bioimaging
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Motion detection for high-speed high-brightness objects based on a pulse array image sensor
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作者 Peiwen ZHANG Jiangtao XU +2 位作者 Huafeng NIE zhiyuan gao Kaiming NIE 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2022年第1期113-122,共10页
We describe a method of optical flow extraction for high-speed high-brightness targets based on a pulse array image sensor(PAIS).PAIS is a retina-like image sensor with pixels triggered by light;it can convert light i... We describe a method of optical flow extraction for high-speed high-brightness targets based on a pulse array image sensor(PAIS).PAIS is a retina-like image sensor with pixels triggered by light;it can convert light into a series of pulse intervals.This method can obtain optical flow from pulse data directly by accumulating continuous pulses.The triggered points can be used to filter redundant data when the target is brighter than the background.The method takes full advantage of the rapid response of PAIS to high-brightness targets.We applied this method to extract the optical flow of high-speed turntables with different background brightness,with the sensor model and actual data,respectively.Under the sampling condition of 2×10^(4) frames/s,the optical flow could be extracted from a high-speed turntable rotating at 1000 r/min.More than 90%of redundant points could be filtered by our method.Experimental results showed that the optical flow extraction algorithm based on pulse data can extract the optical flow information of high-brightness objects efficiently without the need to reconstruct images. 展开更多
关键词 Optical flow Retina-like image sensor Pulse triggered High-speed targets Vision processing
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