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DRL-AMIR: Intelligent Flow Scheduling for Software-Defined Zero Trust Networks
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作者 Wenlong Ke Zilong Li +5 位作者 peiyu chen Benfeng chen Jinglin Lv Qiang Wang Ziyi Jia Shigen Shen 《Computers, Materials & Continua》 2025年第8期3305-3319,共15页
Zero Trust Network(ZTN)enhances network security through strict authentication and access control.However,in the ZTN,optimizing flow control to improve the quality of service is still facing challenges.Software Define... Zero Trust Network(ZTN)enhances network security through strict authentication and access control.However,in the ZTN,optimizing flow control to improve the quality of service is still facing challenges.Software Defined Network(SDN)provides solutions through centralized control and dynamic resource allocation,but the existing scheduling methods based on Deep Reinforcement Learning(DRL)are insufficient in terms of convergence speed and dynamic optimization capability.To solve these problems,this paper proposes DRL-AMIR,which is an efficient flow scheduling method for software defined ZTN.This method constructs a flow scheduling optimization model that comprehensively considers service delay,bandwidth occupation,and path hops.Additionally,it balances the differentiated requirements of delay-critical K-flows,bandwidth-intensive D-flows,and background B-flows through adaptiveweighting.Theproposed framework employs a customized state space comprising node labels,link bandwidth,delaymetrics,and path length.It incorporates an action space derived fromnode weights and a hybrid reward function that integrates both single-step and multi-step excitation mechanisms.Based on these components,a hierarchical architecture is designed,effectively integrating the data plane,control plane,and knowledge plane.In particular,the adaptive expert mechanism is introduced,which triggers the shortest path algorithm in the training process to accelerate convergence,reduce trial and error costs,and maintain stability.Experiments across diverse real-world network topologies demonstrate that DRL-AMIR achieves a 15–20%reduction in K-flow transmission delays,a 10–15%improvement in link bandwidth utilization compared to SPR,QoSR,and DRSIR,and a 30%faster convergence speed via adaptive expert mechanisms. 展开更多
关键词 Zero trust network software-defined networking deep reinforcement learning flow scheduling
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Involvement of aquaporins in a mouse model of rotavirus diarrhea 被引量:14
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作者 Meiwan Cao Min Yang +5 位作者 Zhiying Ou Dingyou Li Lanlan Geng peiyu chen Huan chen Sitang Gong 《Virologica Sinica》 SCIE CAS CSCD 2014年第4期211-217,共7页
Rotavirus diarrhea is a major worldwide cause of infantile gastroenteritis; however, the mechanism responsible for intestinal fluid loss remains unclear. Water transfer across the intestinal epithelial membrane seems ... Rotavirus diarrhea is a major worldwide cause of infantile gastroenteritis; however, the mechanism responsible for intestinal fluid loss remains unclear. Water transfer across the intestinal epithelial membrane seems to occur because of aquaporins(AQPs). Accumulating evidence indicates that alterations in AQPs may play an important role in pathogenesis. Here, we focus on changes in AQPs in a mouse model of rotavirus diarrhea. In the present study, 32 of 35 mice developed diarrhea and mild dehydration within 24 hours after infection with rotavirus strain SA11. Intestinal epithelial cells demonstrated cytoplasmic vacuolation, malaligned villi, and atrophy. AQP1 expression was significantly attenuated in the ileum and colon in comparison with controls; likewise, AQP4 and-8 protein expression were significantly decreased in the colon of rotavirus diarrhea-infected mice. In contrast, AQP3 protein expression was significantly increased in the colon of rotavirus-infected mice in comparison with controls. These results indicate that rotavirus diarrhea is associated with the downregulation of AQP1,-4, and-8 expression. Therefore, AQPs play an important role in rotavirus diarrhea. 展开更多
关键词 ROTAVIRUS AQUAPORIN AQP DIARRHEA mice INTESTINE
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Coordinated control of coastal multi-source multi-load system with desalination load: a review 被引量:3
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作者 Ming Zhong Lu Jin +3 位作者 Jiyu Xia Ling cheng peiyu chen Rong Zeng 《Global Energy Interconnection》 2019年第4期300-309,共10页
Traditional seawater desalination requires high amounts of energy, with correspondingly high costs and limited benefits, hindering wider applications of the process. To further improve the comprehensive economic benef... Traditional seawater desalination requires high amounts of energy, with correspondingly high costs and limited benefits, hindering wider applications of the process. To further improve the comprehensive economic benefits of seawater desalination, the desalination load can be combined with renewable energy sources such as solar energy, wind energy, and ocean energy or with the power grid to ensure its effective regulation. Utilizing energy internet(EI) technology, energy balance demand of the regional power grid, and coordinated control between coastal multi-source multi-load and regional distribution network with desalination load is reviewed herein. Several key technologies, including coordinated control of coastal multi-source multi-load system with seawater desalination load, flexible interaction between seawater desalination and regional distribution network, and combined control of coastal multi-source multi-load storage system with seawater desalination load, are discussed in detail. Adoption of the flexible interaction between seawater desalination and regional distribution networks is beneficial for solving water resource problems, improving the ability to dissipate distributed renewable energy, balancing and increasing grid loads, improving the safety and economy of coastal power grids, and achieving coordinated and comprehensive application of power grids, renewable energy sources, and coastal loads. 展开更多
关键词 DESALINATION Distribution network Power grids MULTI-SOURCE multi-load COORDINATED control
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Development of the Life Gatekeeper suicide prevention training programme in China:a Delphi study 被引量:3
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作者 chengxi Cai chen Yin +7 位作者 Yongsheng Tong Diyang Qu Yunzhi Ding Daixi Ren peiyu chen Yi Yin Jing An Runsen chen 《General Psychiatry》 CSCD 2023年第5期383-392,共10页
Background Youth suicide has been a pressing public mental health concern in China,yet there is a lack of gatekeeper intervention programmes developed locally to prevent suicide among Chinese adolescents.Aims The curr... Background Youth suicide has been a pressing public mental health concern in China,yet there is a lack of gatekeeper intervention programmes developed locally to prevent suicide among Chinese adolescents.Aims The current Delphi study was the first step in the systematic development of the Life Gatekeeper programme,the first gatekeeper programme to be developed locally in China that aims to equip teachers and parents with the knowledge,skills and ability to identify and intervene with students at high risk of suicide.Methods The Delphi method was used to elicit a consensus of experts who were invited to evaluate the importance of training content,the feasibility of the training delivery method,the possibility of achieving the training goals and,finally,the appropriateness of the training materials.Two Delphi rounds were conducted among local experts with diversified professional backgrounds in suicide research and practice.Statements were accepted for inclusion in the adjusted training programme if they were endorsed by at least 80%of the panel.Results Consensus was achieved on 201 out of 207 statements for inclusion into the adapted guidelines for the gatekeeper programme,with 151 from the original questionnaire and 50 generated from comments of the panel members.These endorsed statements were synthesised to develop the content of the Life Gatekeeper training programme.Conclusions This Delphi study provided an evidence base for developing the first gatekeeper training programme systematically and locally in China.We hope that the current study can pave the way for more evidence-based suicide prevention programmes in China.Further study is warranted to evaluate the effectiveness of the Life Gatekeeper training programme. 展开更多
关键词 DELPHI PREVENTION PROGRAMME
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Planning and design of a micro energy network for seawater desalination and regional energy interconnection 被引量:2
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作者 Jiancheng Yu Dan Wang +2 位作者 cheng Yao peiyu chen Bo Liu 《Global Energy Interconnection》 2019年第3期224-234,共11页
With the rapid developme nt of the economy, the continu ously in creasing populati on, and ongoing climate change, the shortage of freshwater resources has become an increasingly important global problem. Seawater des... With the rapid developme nt of the economy, the continu ously in creasing populati on, and ongoing climate change, the shortage of freshwater resources has become an increasingly important global problem. Seawater desalination tech no logy can effectively alleviate the pressure on freshwater supplies and has bee n in vestigated in many countries. However, the majority of existing projects focus on the research and development of desalination equipment and the use of new tech no logies and pay less atte ntion to the operation optimizati on of the desalinati on process. The micro energy n etwork (MEN) designed in this study is an efficient distributed energy supply system that can be used to simultaneously supply electricity, cooling, heating, and freshwater as photovoltaic power, wind power, combined heat and power (CHP), electric cooling and heating, and a seawater desalinati on device are in teg rated into the MEN. In this study, a model for operati on optimization of a MEN for seawater desalination was developed and the influences of the electric cooling and heating ratios and the operation optimization of the seawater desalination device were studied with the aim of minimizing the life cycle cost. Based on the results of this study, MENs can reduce the operation cost of desalination devices and improve the efficiency of renewable energy sources. 展开更多
关键词 Seawater DESALINATION MICRO ENERGY network Operation optimization Life CYCLE cost
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Integrated energy efficiency evaluation of a multi-source multi-load desalination micro-energy network 被引量:1
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作者 Dan Wang Jiancheng Yu +3 位作者 Bo Liu Chao Long peiyu chen Zhiqiang Chong 《Global Energy Interconnection》 2020年第2期128-139,共12页
With increasing global shortage of fresh water resources,many countries are prioritizing desalination as a means of utilizing abundantly available seawater resources.Integrated energy efficiency evaluation is a scient... With increasing global shortage of fresh water resources,many countries are prioritizing desalination as a means of utilizing abundantly available seawater resources.Integrated energy efficiency evaluation is a scientific method for the quantitative analysis of energy efficiency based on multiple indicators and is very useful for investment,construction,and scientific decision-making for desalination projects.In this paper,the energy efficiency evaluation of the micro energy network (MEN) of desalination for multi-source and multi-load is studied,and the basic idea of comprehensive energy efficiency evaluation is analyzed.The process includes the use of a MEN model to establish an integrated energy efficiency evaluation index system,taking into consideration energy,equipment,economic,environmental,and social factors.A combined evaluation method considering subjective and objective comprehensive weights for multi-source multi-load desalination MENs is proposed to evaluate the energy efficiency of desalination and from multiple perspectives. 展开更多
关键词 Seawater Desalination Micro-energy Network Integrated Energy Efficiency Evaluation Index System Evaluation Method
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The bHLH transcription factor CsPIF4 positively regulates high temperature-induced hypocotyl elongation in cucumber
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作者 Jing Nie Yu Jiang +4 位作者 Lijun Lv Yuzi Shi peiyu chen Qian Zhang Xiaolei Sui 《Horticultural Plant Journal》 SCIE CAS CSCD 2024年第5期1187-1197,共11页
High temperature-induced hypocotyl elongation is a typical thermomorphogenesis trait that may significantly affect early seedling growth and subsequent crop yield.The ambient temperature and endogenous auxin are two c... High temperature-induced hypocotyl elongation is a typical thermomorphogenesis trait that may significantly affect early seedling growth and subsequent crop yield.The ambient temperature and endogenous auxin are two critical factors that regulate hypocotyl growth.However,the mechanism of temperature and auxin integration in horticultural plants remains poorly understood.In this study,the roles of the basic helix-loop-helix transcription factor CsPIF4 in regulating auxin biosynthesis genes and the auxin content in the hypocotyl of cucumber(Cucumis sativus L.)seedlings under high temperature were investigated.qRT-PCR and in situ hybridization analysis revealed that expression of CsPIF4 was enhanced in the epidermis and vascular bundles in the hypocotyl of cucumber seedlings in response to high temperature.qRT-PCR and HPLC analysis showed that CsPIF4 positively regulated transcription of the auxin biosynthesis gene CsYUC8 and the auxin content in the hypocotyl under high temperature(35℃).The CRISPR/Cas9-mediated knockout of CsPIF4 resulted in a shorter hypocotyl compared with that of the wild type,together with decreased expression of CsYUC8 and lower auxin content in response to high temperature.Furthermore,biochemical assays showed that CsPIF4 could bind directly to the G-box motif of the CsYUC8 promoter and thereby activate CsYUC8 expression.These findings provide insight into the molecular mechanism of high temperature-mediated hypocotyl elongation in cucumber. 展开更多
关键词 CUCUMBER Hypocotyl elongation High temperature CsPIF4 AUXIN
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Effects of Seeding Date and Density on Yield and Agronomic Traits of Millet : A Case Study of Wangu 098 Variety of Millet
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作者 Yinting NIU Le JU +3 位作者 peiyu chen Zhigang YIN Xuejie QIANG Junxia LI 《Asian Agricultural Research》 2024年第4期33-36,共4页
[Objectives]To find out a suitable cultivation technique of Wangu 098 in Nanyang area,speed up the popularization,demonstration and application of Wangu 098,and provide a theoretical and practical basis for adjusting ... [Objectives]To find out a suitable cultivation technique of Wangu 098 in Nanyang area,speed up the popularization,demonstration and application of Wangu 098,and provide a theoretical and practical basis for adjusting the planting structure and realizing the matching of improved varieties and methods.[Methods]The new self-bred millet variety Wangu 098 was used as the material,and the two-factor split zone experimental design was adopted.The effects of different sowing dates and densities on the yield,growth period and agronomic characters of millet were studied.[Results]The interaction of seeding date and density had a great effect on the yield and plant traits of millet.Millet yield was significantly and positively correlated with plant height,panicle length,single panicle weight,panicle grain weight and tiller number.[Conclusions]The reasonable combination of seeding date and density could give full play to the yield potential of millet.According to the experimental results and cultivation experience,the suitable seeding date of millet in Nanyang area is in the first and middle ten days of June,and the best density is about 750000 plants/ha.However,after June 30,the seeding millet did not tiller,so the density should be increased to more than 900000 plants/ha to obtain higher yield.In terms of cultivation and management,timely seeding,reasonable close planting,and coordination of vegetative growth and reproductive growth can make the plant tall and strong,panicle long and thick,and improve the yield of millet. 展开更多
关键词 Wangu 098 MILLET SEEDING date DENSITY AGRONOMIC traits YIELD
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A universal and clean transfer for 2D materials
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作者 peiyu chen Xiangdong Xu Zhongzhong Luo 《Science China Chemistry》 2026年第3期1056-1057,共2页
The integration of atomically thin van der Waals(vd W)materials into next-generation electronic systems holds great promise for extending Moore's Law and enabling high-density,energy-efficient devices[1-4].These m... The integration of atomically thin van der Waals(vd W)materials into next-generation electronic systems holds great promise for extending Moore's Law and enabling high-density,energy-efficient devices[1-4].These materials,such as transition metal dichalcogenides,graphene,and hexagonal boron nitride,are ideal candidates for both front-end and back-end integration in siliconcompatible platforms[5]. 展开更多
关键词 hexagonal boron nitrideare TRANSFER transition metal dichalcogenides siliconcompatible platforms van der waals hexagonal boron nitride extending moores law transition metal dichalcogenidesgrapheneand
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减少糖摄入
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作者 陈培宇(译) 潘亚萍(审) 《中国口腔医学继续教育杂志》 2025年第5期375-376,共2页
背景过量的糖摄入对全身健康和口腔健康产生负面影响,是全球口腔疾病、胰岛素抵抗、牙周疾病、牙龈炎症、心血管疾病、癌症、肥胖和糖尿病等风险因素之一。一些研究已常聚焦于体重增加、龋病及其他口腔疾病,以及胰岛素抵抗。“胰岛素抵... 背景过量的糖摄入对全身健康和口腔健康产生负面影响,是全球口腔疾病、胰岛素抵抗、牙周疾病、牙龈炎症、心血管疾病、癌症、肥胖和糖尿病等风险因素之一。一些研究已常聚焦于体重增加、龋病及其他口腔疾病,以及胰岛素抵抗。“胰岛素抵抗”一词在营养师和饮食专家中广泛使用,并与减肥方案和健康生活方式的建议相关联。 展开更多
关键词 胰岛素抵抗 癌症 牙龈炎症 全身健康
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Performance modification of two-dimensional organic field-effect transistors
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作者 Zhouyao Wang Fuguo Tian +7 位作者 peiyu chen Tao Yu Jinfan Yang Xiangdong Xu Lianze Sun Zhihao Yu Yong Xu Zhongzhong Luo 《Nano Research》 2025年第5期556-575,共20页
Organic transistors,as a new generation of electronic technology,play a crucial role in the development of low-cost and flexible electronic applications,garnering extensive research interest.Two-dimensional organic se... Organic transistors,as a new generation of electronic technology,play a crucial role in the development of low-cost and flexible electronic applications,garnering extensive research interest.Two-dimensional organic semiconductors(2D-OSCs)with molecular layer thickness have shown important value in exploring the charge transfer mechanism of molecules,building high-performance transistor devices and large-scale flexible integrated circuits due to their advantages,such as long-range order of molecular arrangement,no grain boundaries,few impurities and defects,and high charge transfer efficiency.Currently,researchers are actively engaged in enhancing the performance of 2D organic field-effect transistors(2D-OFETs),which includes the design of high-performance molecular structures,controlled growth of large-area,high-quality crystals,and fabrication process.Therefore,this article focuses on the comprehensive performance optimization of 2D-OFETs,reviewing the relationship between key performance parameters and device structure,the latest research progress,and the main challenges currently faced.Furthermore,we delve into and summarize the optimization mechanisms and corresponding strategies for 2D-OFET mobility,dielectric layer performance,power consumption,and contact resistance.Lastly,we provide an outlook on the manufacturing technology of 2D-OFETs and their application prospects,aiming to guide future research and development.Ongoing research and development efforts in this area have the potential to make significant advances. 展开更多
关键词 two-dimensional organic field-effect transistors performance modification MOBILITY contact resistance DIELECTRIC
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Parameters optimization of a walnut shell-kernel separation device using response surface methodology and ANN coupled genetic algorithm
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作者 Hualong Liu Biqi Mao +6 位作者 Hong Zhang peiyu chen Yurong Tang Xiuwen Fan Yongcheng Zhang Jianping Wang Yong Zeng 《International Journal of Agricultural and Biological Engineering》 2025年第5期306-316,共11页
Walnut shell-kernel separation after cracking is crucial for providing raw materials for further processing.However,impurities and losses during separation limit complete separation.To address this,a two-stage tandem ... Walnut shell-kernel separation after cracking is crucial for providing raw materials for further processing.However,impurities and losses during separation limit complete separation.To address this,a two-stage tandem separation device was designed and optimized.Computational fluid dynamics(CFD)was used to analyze the effects of four bent duct structures on the flow field.Response surface methodology(RSM)and artificial neural networks(ANN)were employed to predict separation performance under various conditions.Both models accurately predicted performance,with ANN showing superior predictive ability.The optimal design was determined using non-dominated sorting genetic algorithm-II(NSGA-II)and technique for order preference by similarity to an ideal solution(TOPSIS):the inclination of the first stage deflector plate(x_(1))was 39°,the inclination of the second stage deflector plate(x_(2))was 36°,the wind speed of the first stage fan(x_(3))was 21 m/s,and the wind speed of the second stage fan(x_(4))was 13.5 m/s;impurity rate(y_(1))was 4.51%,and loss rate(y_(2))was 6.62%.Compared with traditional single-stage devices,the optimized device reduced impurity rate by 73.98%to 77.55%and loss rate by 9.44%to 53.96%,significantly improving separation efficiency and quality.This study provides theoretical guidance for designing and optimizing shell-kernel separation devices. 展开更多
关键词 WALNUT two-stage separation device multi-objective optimization response surface methodology artificial neural network
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SRAM存算一体芯片研究:发展与挑战 被引量:3
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作者 叶乐 贾天宇 +2 位作者 陈沛毓 武蒙 黄如 《中国科学:信息科学》 CSCD 北大核心 2024年第1期25-33,共9页
人工智能时代对计算芯片的算力和能效都提出了极高要求.存算一体芯片技术被认为是有望解决处理器芯片“存储墙”瓶颈,大幅提升人工智能算力能效和算力密度的关键技术和重要解决方案.SRAM存算一体芯片技术由于其在兼容性、鲁棒性、灵活... 人工智能时代对计算芯片的算力和能效都提出了极高要求.存算一体芯片技术被认为是有望解决处理器芯片“存储墙”瓶颈,大幅提升人工智能算力能效和算力密度的关键技术和重要解决方案.SRAM存算一体芯片技术由于其在兼容性、鲁棒性、灵活性等方面的优势,已经得到多个旗舰公司的认可和相关领域的产业布局.本文基于国家自然科学基金委员会第347期“双清论坛(青年)”的讨论内容,回顾SRAM存算一体芯片领域近年来的研究现状和发展趋势,分析并总结了该领域未来的研究需求,凝练关键科学问题并进一步探讨前沿研究方向和科学基金资助战略. 展开更多
关键词 人工智能 存算一体 SRAM 存算 科学问题
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Multi-Agent Modeling and Simulation in the AI Age 被引量:7
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作者 Wenhui Fan peiyu chen +2 位作者 Daiming Shi Xudong Guo Li Kou 《Tsinghua Science and Technology》 SCIE EI CAS CSCD 2021年第5期608-624,共17页
With the rapid development of artificial intelligence(AI)technology and its successful application in various fields,modeling and simulation technology,especially multi-agent modeling and simulation(MAMS),of complex s... With the rapid development of artificial intelligence(AI)technology and its successful application in various fields,modeling and simulation technology,especially multi-agent modeling and simulation(MAMS),of complex systems has rapidly advanced.In this study,we first describe the concept,technical advantages,research steps,and research status of MAMS.Then we review the development status of the hybrid modeling and simulation combining multi-agent and system dynamics,the modeling and simulation of multi-agent reinforcement learning,and the modeling and simulation of large-scale multi-agent.Lastly,we introduce existing MAMS platforms and their comparative studies.This work summarizes the current research situation of MAMS,thus helping scholars understand the systematic technology development of MAMS in the AI era.It also paves the way for further research on MAMS technology. 展开更多
关键词 artificial intelligence system dynamics reinforcement learning large-scale multi-agent
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Integrated photothermal microcarriers for precise exosome-secreted microRNA profiling in breast cancer diagnosis
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作者 Yunjie Shi Yun cheng +2 位作者 peiyu chen Lexiang Zhang Fangfu Ye 《Quantitative Biology》 CAS CSCD 2024年第4期389-399,共11页
Breast cancer constitutes a significant global health burden,while conventional diagnosis approaches may lack precision and can be discomforting for patients.Exosomes have emerged as promising biomarkers for breast ca... Breast cancer constitutes a significant global health burden,while conventional diagnosis approaches may lack precision and can be discomforting for patients.Exosomes have emerged as promising biomarkers for breast cancer due to their participation in diverse pathological processes,and a convenient analysis platform is believed to greatly promote its application.In this study,we propose a novel digital PCR approach utilizing near-infrared(NIR)photo-responsive thermosensitive microcarriers integrated with black phosphorus for quantifying microRNA(miRNA)biomarkers within exosomes.Petal-like biomimetic nanomaterials were firstly assembled for nonspecific exosome capture based on the affinity effect of avidin and biotin.Photothermal-responsive microcarriers,fabricated using gelatin-based substrates blended with photothermal nanocomposite,exhibited NIRinduced heating and reversible phase transition properties.We optimized synthesis parameters on thermal response and established a programmable and controllable NIR light source module.The results indicated a significant elevation in the levels of biomarkers miRNA-1246 and miRNA-122,with fold increases ranging from 6.2 to 23.6 and 5.9 to 13.0,respectively,in breast cancer cell lines MCF-7 and MDA-MB-231 compared to healthy control cells HUVEC.This study offers broad prospects for utilizing exosomes to resolve predictive biomarkers. 展开更多
关键词 breast cancer digital PCR EXOSOMES MICRORNA PHOTOTHERMAL
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