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Microfluidic Barcode Biochips for High-Throughput Real-Time Biomolecule and Single-Cell Screening
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作者 Jiaoyan Qiu Yanbo Liang +4 位作者 Chao Wang Yang Yu Yu Zhang Hong Liu Lin Han 《Engineering》 2025年第3期130-146,共17页
The real-time screening of biomolecules and single cells in biochips is extremely important for disease prediction and diagnosis,cellular analysis,and life science research.Barcode biochip technology,which is integrat... The real-time screening of biomolecules and single cells in biochips is extremely important for disease prediction and diagnosis,cellular analysis,and life science research.Barcode biochip technology,which is integrated with microfluidics,typically comprises barcode array,sample loading,and reaction unit array chips.Here,we present a review of microfluidics barcode biochip analytical approaches for the high-throughput screening of biomolecules and single cells,including protein biomarkers,microRNA(miRNA),circulating tumor DNA(ctDNA),single-cell secreted proteins,single-cell exosomes,and cell interactions.We begin with an overview of current high-throughput detection and analysis approaches.Following this,we outline recent improvements in microfluidic devices for biomolecule and single-cell detection,highlighting the benefits and limitations of these devices.This paper focuses on the research and development of microfluidic barcode biochips,covering their self-assembly substrate materials and their specific applications with biomolecules and single cells.Looking forward,we explore the prospects and challenges of this technology,with the aim of contributing toward the use of microfluidic barcode detection biochips in medical diagnostics and therapies,and their large-scale commercialization. 展开更多
关键词 HIGH-THROUGHPUT Microfluidic barcode biochip Single-cell analysis Biomolecules
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Evaluation of specific fecal protein biochips for the diagnosis of colorectal cancer 被引量:1
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作者 Hui-Peng Wang Yang-Yun Wang +2 位作者 Jie Pan Rong Cen Yuan-Kun Cai 《World Journal of Gastroenterology》 SCIE CAS 2014年第5期1332-1339,共8页
AIM: To develop and initially test a potential fecal protein biochip for the screening of colorectal cancer (CRC).
关键词 Protein biochip FECES Colorectal cancer Fibroblast growth factor-23 THROMBOPOIETIN
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Biosensors and Biochips Based on BioMEMS and Nanotechnology
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作者 Xinxia Cai Dafu Cui 《稀有金属材料与工程》 SCIE EI CAS CSCD 北大核心 2006年第A03期15-16,共2页
In the past two decades,the biological and medical fields have seen great advances in the development of biosensors and bioehips capable of characterizing and quantifying biomolecules.This lecture is meant to discuss ... In the past two decades,the biological and medical fields have seen great advances in the development of biosensors and bioehips capable of characterizing and quantifying biomolecules.This lecture is meant to discuss the development and applications of advanced electroanalysis,biophotonics,nanotechnology,MEMS- based biosensors and biochips for biomedical diagnostics and physical performances of athlete. 展开更多
关键词 MEMS biosensors biochipS NANOTECHNOLOGY
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A novel strategy for in situ maskless synthesis of biochips:Self-driving micro-fluid porous type printing (SMPTP)
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作者 Nong Yue He Ya Fei Guo +1 位作者 Song Li Jian-Xin Tang 《Chinese Chemical Letters》 SCIE CAS CSCD 2007年第1期111-114,共4页
A novel maskless technique, self-driving micro-fluid porous type printing (SMPTP), was reported to in situ synthesize oligonucleotide arrays on glass slide, which has the merits of low cost, high quality and simple ... A novel maskless technique, self-driving micro-fluid porous type printing (SMPTP), was reported to in situ synthesize oligonucleotide arrays on glass slide, which has the merits of low cost, high quality and simple craft. In SMPTP for fabricating gene- chips, porous fiber tubes with a number of nanometric or micron channels functioned as "active letters" and were assembled in designed patterns, which are identical to the distribution of monomers in each layer of the array, and four patterns were needed for each layer. By means of capillarity, the synthesis solution was automatically taken into porous tubes assembled in a printing plate and reached the surface. An oligonucleotide array of 160 features with four different 15-mer probes was in situ synthesized using this technique. The four specific oligonucleotide probes, including the matched and the mismatched by the fluorescent target sequence, gave obviously different hybridization fluorescent signals. 展开更多
关键词 TYPOGRAPHY OLIGONUCLEOTIDE In situ synthesis DNA microarrays biochipS
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The Experiment and Design of Confocal Laser Scanner for Biochip
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作者 Guangzhao Zhang, Huijie Huang, Hao Ruan, Dan Chen, Bingqiang Ren Shanghai Institute of Optics and Fine Mechanics, CAS, P. R.China,Tel:86-21 -59917794,FAX:86-21-69918800 《光学学报》 EI CAS CSCD 北大核心 2003年第S1期867-868,共2页
In this article ,we chiefly discuss optical part and photoelectrical part, and analyze the result data to make out the relationship between pinhole and special resolution and the influence of PMT on the result data.
关键词 of on AS DESIGN The Experiment and Design of Confocal Laser Scanner for biochip for
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A deep-reinforcement learning approach for optimizing homogeneous droplet routing in digital microfluidic biochips
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作者 Basudev Saha Bidyut Das Mukta Majumder 《Nanotechnology and Precision Engineering》 EI CAS CSCD 2023年第2期1-12,共12页
Over the past two decades,digital microfluidic biochips have been in much demand for safety-critical and biomedical applications and increasingly important in point-of-care analysis,drug discovery,and immunoassays,amo... Over the past two decades,digital microfluidic biochips have been in much demand for safety-critical and biomedical applications and increasingly important in point-of-care analysis,drug discovery,and immunoassays,among other areas.However,for complex bioassays,finding routes for the transportation of droplets in an electrowetting-on-dielectric digital biochip while maintaining their discreteness is a challenging task.In this study,we propose a deep reinforcement learning-based droplet routing technique for digital microfluidic biochips.The technique is implemented on a distributed architecture to optimize the possible paths for predefined source–target pairs of droplets.The actors of the technique calculate the possible routes of the source–target pairs and store the experience in a replay buffer,and the learner fetches the experiences and updates the routing paths.The proposed algorithm was applied to benchmark suitesⅠand Ⅲ as two different test benches,and it achieved significant improvements over state-of-the-art techniques. 展开更多
关键词 Digital microfluidics biochip Droplet routing Fluidic constraints Deep learning Reinforcement learning
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A NOVEL TECHNIQUE FOR MULTIPLE FAULTS AND THEIR LOCATIONS DETECTION AND START ELECTRODE SELECTION IN MICROFLUIDIC DIGITAL BIOCHIP
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作者 MUKTA MAJUMDER NILANJANA DAS SUJAN KUMAR SAHA 《Journal of Innovative Optical Health Sciences》 SCIE EI CAS 2013年第4期19-26,共8页
A device,that is used for biomedical operation or safety-critical applications like point-of-care health asssment,massive parallel DNA analysis,automated drug discovery,air-quality monitoring and food-safety testing,m... A device,that is used for biomedical operation or safety-critical applications like point-of-care health asssment,massive parallel DNA analysis,automated drug discovery,air-quality monitoring and food-safety testing,must have the attributes like relia bility,dependability and correctness.As the biochips are used for these purposes;therefore,these devices must be fault free all the time.Naturally before usi ng these chips,they must be well tested.We are proposing a novel technique that can detect mutiple fults,locate the fault positions within the biochip,as well as calculate the traversal time if the biochip is fault free.The proposed technique also highlights a new idea how to select the appropriate base node or pseudo source(start electrode).The main idea of the proposed technique is to form multiple loops with the neighboring electrode arrays and then test each loop by traversing test droplet to check whether there is any fault.If a fault is detected then the propoed technique also locates it by backtracking the test droplet.In case,no fault is detected,the biochip is fault free then the proposed technique also calculates the time to traverse the chip.The result suggests that the proposed technique is eficient and shows significant improvement to ca lculate fault-free biochip traversal time over existing method. 展开更多
关键词 biochip LAB-ON-CHIP medical microsystems biochemical droplet biomedical operation
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Preface for advances in biochips
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作者 Zhenqing Li 《Advances in Biochips》 2019年第1期1-1,共1页
Biochip is essentially a bio-microarray device that can perform hundreds or thousands of simultaneous biochemical reactions.[1, 2] It offers the researchers a new way for large-scale genomic, proteomic and functional ... Biochip is essentially a bio-microarray device that can perform hundreds or thousands of simultaneous biochemical reactions.[1, 2] It offers the researchers a new way for large-scale genomic, proteomic and functional genomic analyses. The biochips also enable people to quickly screen large numbers of biological analyses for many different purposes, from disease diagnosis to detection of bioterrorism chemical agents.[3] 展开更多
关键词 biochipS BIOCHEMICAL REACTIONS BIOTERRORISM chemical AGENTS
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A multifunctional integrated simultaneously online screening microfluidic biochip for the examination of “efficacy-toxicity” and compatibility of medicine 被引量:2
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作者 Hechen Wang Tianjiao Li +2 位作者 Yongrui Bao Shuai Wang Xiansheng Meng 《Chinese Chemical Letters》 SCIE CAS CSCD 2019年第2期403-405,共3页
A multifunctional integrated microfluidic biochip device was engineered to estimate the activity-toxicity and composition principle of medicine in a cell model in vitro. This biochip could be used for disease cells an... A multifunctional integrated microfluidic biochip device was engineered to estimate the activity-toxicity and composition principle of medicine in a cell model in vitro. This biochip could be used for disease cells and healthy cells in two modules of "Yin-Yang" on the same chip for detecting the medicine efficacytoxicity simultaneously, as well as adjust different gradient ratios of concentration through the Christmas tree structure in both "Yin-Yang" modules autonomously for detecting the best compatibility of medicine in maximum efficacy and minimal toxicity. In the applicability experiment, the best concentration of three chemical compounds including dinatin, diosmetin and cisplatin, were detected using the biochip and traditional 96-cell plate. Biochip assays showed perfect positive correlation compared with the results of traditional 96-cell plate, in addition presented advantages as less detection time and much lower price than the traditional 96-cell plate, which indicated the biochip is both convenient and feasible.Thus, the novel microfluidic chip-based multifunctional integrated system congregated the virtues of high throughput, rapid, sensitive, specific, cost-effective, and similar to the physical environment of the human body, which was especially suitable for the medicine efficacy-toxicity and compatibility evaluation. 展开更多
关键词 MULTIFUNCTIONAL integrated microfluidic biochip Cirsium setosum(Wild.) Efficacy-toxicity of MEDICINES Compatibility of MEDICINES Simultaneously online SCREENING
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High hydrosilylation efficiency of porous silicon SiHx species produced by Pt-assisted chemical etching for biochip fabrication 被引量:1
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作者 XIAO MinYu HAN HuanMei XIAO ShouJun 《Science China Chemistry》 SCIE EI CAS 2013年第8期1152-1163,共12页
Porous silicon (PSi) prepared from Pt metal-assisted chemical etching (MACE) was demonstrated to possess higher hydrosi- lylation efficiency (-57%) than anodized PSi (-11%) by surface reaction with co-undeceny... Porous silicon (PSi) prepared from Pt metal-assisted chemical etching (MACE) was demonstrated to possess higher hydrosi- lylation efficiency (-57%) than anodized PSi (-11%) by surface reaction with co-undecenyl alcohol (UO). Deconvolution of the SiHx (x = 1-3) stretching bands revealed the abundance of SiH2 species on MaCE PSi was 53%, -10% higher than on ano- dized samples, while both of Sill1 and Sill3 were -5% lower correspondently on MaCE PSi than on anodized samples. The surface SiHx abundances were suggested to account for the higher hydrosilylation efficiency on MaCE PSi. Optimization of Pt-assisted chemical etching parameters suggested a 7-15 nm thick Pt-coating and an etching time of 3-10 min for biochip ap- plications. Scanning electron microscopy images revealed that an isotropic top meso-porous layer was beneficial for hydrosi- lylation and long-term durability under ambient conditions. To end, an example of histidine-tagged protein immobilization and microarray was illustrated. Combining the materials' property, surface chemistry, and micro-fabrication technology together, we envision that silicon based biochip applications have a prosperous future. 展开更多
关键词 metal-assisted chemical etching porous silicon surface chemistry HYDROSILYLATION biochip
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Optimum Combined Lenses for Confocal Biochip Scanning System
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作者 黄国亮 程京 +7 位作者 周玉祥 冯继宏 刘诚迅 金国藩 邬敏贤 严瑛白 张腾飞 李林 《Tsinghua Science and Technology》 SCIE EI CAS 2002年第4期374-378,共5页
Laboratory on a chip technology has attracted wide interest in recent years, where the sample preparation, bio chemical reaction, separation, detection and analysis are performed in a small biochip of the size o... Laboratory on a chip technology has attracted wide interest in recent years, where the sample preparation, bio chemical reaction, separation, detection and analysis are performed in a small biochip of the size of a fingernail. To obtain a high detection sensitivity of 1 fluors/μm 2 (one fluorescence molecule per square micrometer) in biochip scanning systems, the scanning objective lens is required to have a high numerical aperture (>0.5), very small focal spot (<5 μm), and long back focal length (>3 mm). This study presents the design of optimum combined lenses including scanning objective and fluorescence focal lenses. The scanning objective had a high numerical aperture (NA) of 0.72, a very small focal spot of 1.67 μm, a long back focal length of 3.2 mm, and a high resolving power of 760 lines/mm. The fluorescence focal lenses had an NA of 0.3, a fluorescence focal spot of 16 μm, a long back focal length of 16.7 mm and a resolving power of 590 lines/mm. The phase aberrations of the combined lenses, including the aspherical aberration and the chromatic aberration corresponding to wavelengths of 532, 570, 635, and 670 nm, were well corrected. The encircled energy diagram of the lenses was within the diffraction limit. The study also included the focal spot diagram, the optical path difference diagram, the transverse ray fan plot, and the modulation transfer function. A confocal biochip scanning system with designed combined lenses was developed and some experiments were conducted on a multi channel biochip. 展开更多
关键词 LENS CONFOCAL FLUORESCENCE GENE DNA biochip
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MODELING,SIMULATION,AND OPTIMIZATION OF SURFACE ACOUSTIC WAVE DRIVEN MICROFLUIDIC BIOCHIPS
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作者 Harbir Antil Roland Glowinski +3 位作者 Ronald H.W.Hoppe Christopher Linsenmann Tsorng-Whay Pan Achim Wixforth 《Journal of Computational Mathematics》 SCIE CSCD 2010年第2期149-169,共21页
We will be concerned with the mathematical modeling, numerical simulation, and shape optimization of micro fluidic biochips that are used for various biomedical applications. A particular feature is that the fluid flo... We will be concerned with the mathematical modeling, numerical simulation, and shape optimization of micro fluidic biochips that are used for various biomedical applications. A particular feature is that the fluid flow in the fluidic network on top of the biochips is in- duced by surface acoustic waves generated by interdigital transducers. We are thus faced with a multiphysics problem that will be modeled by coupling the equations of piezoelectricity with the compressible Navier-Stokes equations. Moreover, the fluid flow exhibits a multiscale character that will be taken care of by a homogenization approach. We will discuss and analyze the mathematical models and deal with their numerical solution by space-time discretizations featuring appropriate finite element approximations with respect to hierarchies of simplicial triangulations of the underlying computational domains. Simulation results will be given for the propagation of the surface acoustic waves on top of the piezoelectric substrate and for the induced fluid flow in the microchannels of the fluidic network. The performance of the operational behavior of the biochips can be significantly improved by shape optimization. In particular, for such purposes we present a multilevel interior point method relying on a predictor-corrector strategy with an adaptive choice of the continuation steplength along the barrier path. As a specific example, we will consider the shape optimization of pressure driven capillary barriers between microchannels and reservoirs. 展开更多
关键词 Microfluidic biochips Mathematical modeling Numerical simulation Shape optimization MULTIPHYSICS Multiscale problems.
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China's Electromagnetic Biochips
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《Tsinghua Science and Technology》 SCIE EI CAS 2001年第2期188-188,共1页
关键词 China’s Electromagnetic biochips
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Nanoscale 3D Printing Technique Uses Micro-Pyramids to Build Better Biochips
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《Chinese Journal of Biomedical Engineering(English Edition)》 2018年第2期91-92,共2页
This nanoprinting process allows researchers to 3D print more material on a biochip than ever before,making it easier to study biomedical issues.Making biochips,a key technology in studying disease,just got a little e... This nanoprinting process allows researchers to 3D print more material on a biochip than ever before,making it easier to study biomedical issues.Making biochips,a key technology in studying disease,just got a little easier.This new nanoprinting process?uses gold-plated pyramids,an LED light,and photochemical reactions to print more organic material on the surface of one single biochip than ever before.The technique uses an array of polymer pyramids that are covered in gold and mounted onto an atomic force mi- 展开更多
关键词 Nanoscale 3D Printing Technique Uses Micro-Pyramids to Build Better biochips
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Research and applications of biochip technologies 被引量:1
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作者 XU Junquan HE Xuezhong +2 位作者 ZHOU Yuxiang LIU Litian CHENG Jing 《Chinese Science Bulletin》 SCIE EI CAS 2000年第2期101-108,共8页
Biochip as a new research field has enjoyed its rapid development in the past 10 years. Using microfabrication technology, thousands or hundred thousands of biological molecules can be assembled on a centimeter square... Biochip as a new research field has enjoyed its rapid development in the past 10 years. Using microfabrication technology, thousands or hundred thousands of biological molecules can be assembled on a centimeter square microchip. Those chip-based devices can be used to analyze mutations, antigens, cells, etc. Compared with the traditional analytical instruments, chip-based micro total analytical systems have many advantages, such as reduced size, lower consumption of both reagents and energy contamination-free, etc. Biochip technology is believed to revolutionize the future research in life sciences, disease diagnosis, drug discovery forensic sciences and outer space exploitation in the coming 展开更多
关键词 biocbip DISEASE DIAGNOSIS PHARMACOGENOMICS lahoratory-on-a-chip.
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基于B^(*)-树的连续微流控生物芯片流层物理设计方法
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作者 陈振 《计算机应用文摘》 2024年第16期190-193,196,共5页
作为连续微流控生物芯片设计中的关键步骤,流层物理设计是一个复杂的多目标优化问题,传统方法通常将其分为布局和布线2个阶段。为弥补这2个阶段之间的交互不足,提出了一种基于B^(*)-树的流层物理设计方法,以提高解的质量和求解效率。在... 作为连续微流控生物芯片设计中的关键步骤,流层物理设计是一个复杂的多目标优化问题,传统方法通常将其分为布局和布线2个阶段。为弥补这2个阶段之间的交互不足,提出了一种基于B^(*)-树的流层物理设计方法,以提高解的质量和求解效率。在布局阶段,采用Memetic算法更高效地搜索解空间。在布线阶段,使用考虑通道顺序的基于协商的算法,同时将布线信息反馈给布局阶段,以调整布局并减少拥挤区域和通道交叉。实验结果表明,与现有算法相比,所提算法在芯片面积、通道总长度以及通道交叉数量等方面取得了更优的效果。 展开更多
关键词 连续微流控生物芯片 流层物理设计 B^(*)-树 MEMETIC算法 布局调整
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基于混合离散粒子群优化的控制模式分配算法
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作者 曾裕钦 蔡华洋 +3 位作者 周茹平 刘耿耿 黄兴 徐宁 《电子学报》 EI CAS CSCD 北大核心 2024年第8期2836-2849,共14页
连续微流控生物芯片是生物化学实验自动化、微型化的革命性技术.多路复用器的控制模式分配作为连续微流控生物芯片自动化设计的关键环节之一,是难的NP(Non-deterministic Polynomial)优化问题.现有工作采用粒子群优化算法求解控制模式... 连续微流控生物芯片是生物化学实验自动化、微型化的革命性技术.多路复用器的控制模式分配作为连续微流控生物芯片自动化设计的关键环节之一,是难的NP(Non-deterministic Polynomial)优化问题.现有工作采用粒子群优化算法求解控制模式分配问题存在过早陷入局部最优解、收敛速度慢以及算法稳定性差的缺点.为此,本文提出一种连续微流控生物芯片下基于混合离散粒子群优化的控制模式分配算法.首先,为了加快算法收敛速度及避免过早陷入局部最优解,提出了离散的自适应区域搜索策略.其次,通过基于样例的社会学习机制提高了算法的稳定性.然后,采用等距抽值的方式筛选出自适应区域搜索策略中重要参数的最佳组合,以进一步提高分配方案的质量.最终实验结果表明,所提算法在多路复用器中阀门使用数量上平均优化了19.01%,在算法稳定性上提高了29.18%,且在现实的生化应用中有良好的性能表现. 展开更多
关键词 连续微流控生物芯片 控制模式分配 离散粒子群优化 样例学习 自适应区域搜索
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致病性弧菌检测新技术研究进展 被引量:1
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作者 王殿夫 丁宁 +5 位作者 刘洪伟 徐文英 刘俊 李扬 麻丽丹 田卓 《食品安全质量检测学报》 CAS 2024年第2期160-167,共8页
随着人们对水产品需求的增加及致病性弧菌引发的食源性疾病的流行,致病性弧菌对水产养殖业及人类健康造成了巨大威胁,基于此,致病性弧菌检测新技术的开发变得尤为迫切。本文介绍了包括免疫学方法、核酸检测方法、基于生物芯片的检测方... 随着人们对水产品需求的增加及致病性弧菌引发的食源性疾病的流行,致病性弧菌对水产养殖业及人类健康造成了巨大威胁,基于此,致病性弧菌检测新技术的开发变得尤为迫切。本文介绍了包括免疫学方法、核酸检测方法、基于生物芯片的检测方法、基于核酸适配体的检测方法、基于肽质量指纹图谱技术的检测方法、基于生物传感器技术的检测方法在内的6项检测技术,分析了其优缺点及其在致病性弧菌中的应用。最后,总结了致病性弧菌检测新技术的研究现状,结合新兴技术指出未来研究方向,为致病性弧菌的快速检测提供参考。 展开更多
关键词 致病性弧菌 免疫学 生物芯片 核酸适配体 肽质量指纹图谱 生物传感器
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完全可编程阀门阵列生物芯片下容错导向的高阶综合算法
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作者 朱予涵 刘博文 +1 位作者 黄兴 刘耿耿 《电子与信息学报》 EI CAS CSCD 北大核心 2024年第11期4141-4150,共10页
作为新一代流式微流控生物芯片,完全可编程阀门阵列(FPVA)生物芯片具有更高的灵活性和可编程性,已经成为一种流行的生物化学实验平台。然而,由于环境或人为因素,制造过程中通常存在一些物理故障,如通道阻塞和泄漏,这无疑会影响生化检测... 作为新一代流式微流控生物芯片,完全可编程阀门阵列(FPVA)生物芯片具有更高的灵活性和可编程性,已经成为一种流行的生物化学实验平台。然而,由于环境或人为因素,制造过程中通常存在一些物理故障,如通道阻塞和泄漏,这无疑会影响生化检测的结果。此外,高阶综合作为架构综合的首要阶段,其结果的质量直接影响着后续设计的优劣。因此,该文首次研究了FPVA生物芯片高阶综合过程中的容错问题,提出了单元功能转换方法、双向冗余方法、故障映射方法等动态容错技术,为实现高效的容错设计提供了技术保障。通过将这些技术集成到高阶综合设计中,进一步实现了一种高质量的FPVA生物芯片下容错导向的高阶综合算法,包括故障感知的实时绑定策略和故障感知的优先级调度策略,为实现芯片架构的鲁棒性和检测结果的准确性奠定了良好的基础。实验结果显示,所提算法能够得到一个FPVA生物芯片下高质量且容错的高阶综合方案,为后续实现容错物理设计方案提供了有力保障。 展开更多
关键词 微流控生物芯片 完全可编程阀门阵列 物理故障 容错 高阶综合
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面向数字微流控生物芯片的差分隐私方案
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作者 陈潇 董晨 《信息安全学报》 CSCD 2024年第6期43-59,共17页
近年来,基于数字微流控生物芯片(Digital Microfluidic Biochip,DMFB)的分子诊断技术成为热点研究方向。与传统分子诊断技术相比,数字微流控生物芯片具有精准控制离散液滴、执行生化协议等优势。然而,作为网络物理系统的组成,生物芯片... 近年来,基于数字微流控生物芯片(Digital Microfluidic Biochip,DMFB)的分子诊断技术成为热点研究方向。与传统分子诊断技术相比,数字微流控生物芯片具有精准控制离散液滴、执行生化协议等优势。然而,作为网络物理系统的组成,生物芯片潜在的隐私安全问题日益突出,比如通信信道的窃听攻击,生化协议的篡改攻击,物理结构保护的版权攻击等。差分隐私作为传统数据隐私保护的常用技术可以融入生物芯片应用以保护用户隐私安全。然而,对隐私安全、生物芯片应用以及生物芯片安全三种技术的交叉研究较为少见。调研分析生物芯片应用的实现机制和威胁模型,包括生化协议、网络物理系统及增强隐私保护的DMFB用户数据安全平台,首先在DMFB用户数据平台上描述了拉普拉斯机制、高斯机制和随机响应机制的应用场景和保护方案,其次基于用户层级敏感度、路由权重集合和路由交叉点参数集合这三个策略提出参数安全发布算法,最后创建防篡改概率作为安全性指标,同时建立置信分数、校准度和累计误差率衡量数据可用性。仿真实验结果表明整体方案的隐私安全性可达98%,数据可用性平均可达93.3%,算法性能试验表明方案最佳的隐私预算为0.4,此外,对比同类算法,所提方案平均提高了12.09%隐私安全性和7.02%的数据可用性,因此该方案能够为DMFB执行生化协议安全有效的用户数据平台。 展开更多
关键词 数字微流控生物芯片 生化协议 数据安全 差分隐私
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