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Machine learning-assisted microfluidic approach for broad-spectrum liposome size control 被引量:1
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作者 Yujie Jia Xiao Liang +6 位作者 Li Zhang Jun Zhang Hajra Zafar Shan Huang Yi Shi Jian Chen Qi Shen 《Journal of Pharmaceutical Analysis》 2025年第6期1238-1248,共11页
Liposomes serve as critical carriers for drugs and vaccines,with their biological effects influenced by their size.The microfluidic method,renowned for its precise control,reproducibility,and scalability,has been wide... Liposomes serve as critical carriers for drugs and vaccines,with their biological effects influenced by their size.The microfluidic method,renowned for its precise control,reproducibility,and scalability,has been widely employed for liposome preparation.Although some studies have explored factors affecting liposomal size in microfluidic processes,most focus on small-sized liposomes,predominantly through experimental data analysis.However,the production of larger liposomes,which are equally significant,remains underexplored.In this work,we thoroughly investigate multiple variables influencing liposome size during microfluidic preparation and develop a machine learning(ML)model capable of accurately predicting liposomal size.Experimental validation was conducted using a staggered herringbone micromixer(SHM)chip.Our findings reveal that most investigated variables significantly influence liposomal size,often interrelating in complex ways.We evaluated the predictive performance of several widely-used ML algorithms,including ensemble methods,through cross-validation(CV)for both lipo-some size and polydispersity index(PDI).A standalone dataset was experimentally validated to assess the accuracy of the ML predictions,with results indicating that ensemble algorithms provided the most reliable predictions.Specifically,gradient boosting was selected for size prediction,while random forest was employed for PDI prediction.We successfully produced uniform large(600 nm)and small(100 nm)liposomes using the optimised experimental conditions derived from the ML models.In conclusion,this study presents a robust methodology that enables precise control over liposome size distribution,of-fering valuable insights for medicinal research applications. 展开更多
关键词 Liposomes microfluidICS Liposomal size SHM Machine learning
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Preparation of spherical HMX@PDA-based PBX by co-axial droplet microfluidic technology:Enhancing the interfacial effect and safety performance of composite microspheres 被引量:1
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作者 Yunyan Guo Yi Liu +6 位作者 Jiani Xie Jiawei Li Fan Wang Jinshan Lei Chongwei An Zhongliang Ma Bidong Wu 《Defence Technology(防务技术)》 2025年第3期73-83,共11页
Surface engineering plays a crucial role in improving the performance of high energy materials,and polydopamine(PDA)is widely used in the field of energetic materials for surface modification and functionalization.In ... Surface engineering plays a crucial role in improving the performance of high energy materials,and polydopamine(PDA)is widely used in the field of energetic materials for surface modification and functionalization.In order to obtain high-quality HMX@PDA-based PBX explosives with high sphericity and a narrow particle size distribution,composite microspheres were prepared using co-axial droplet microfluidic technology.The formation mechanism,thermal behavior,mechanical sensitivity,electrostatic spark sensitivity,compressive strength,and combustion performance of the microspheres were investigated.The results show that PDA can effectively enhance the interfacial interaction between the explosive particles and the binder under the synergistic effect of chemical bonds and the physical"mechanical interlocking"structure.Interface reinforcement causes the thermal decomposition temperature of the sample microspheres to move to a higher temperature,with the sensitivity to impact,friction,and electrostatic sparks(for S-1)increasing by 12.5%,31.3%,and 81.5%respectively,and the compressive strength also increased by 30.7%,effectively enhancing the safety performance of the microspheres.Therefore,this study provides an effective and universal strategy for preparing high-quality functional explosives,and also provides some reference for the safe use of energetic materials in practical applications. 展开更多
关键词 Droplet microfluidic technology Interfacial reinforcement Safety performance Surface modification POLYDOPAMINE HMX
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Research Progress on Microfluidic Paper-based Analytical Devices for Point-of-care Testing 被引量:1
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作者 ZHANG Yuji XU Ruicheng SHAN Dan 《激光生物学报》 2025年第1期1-11,共11页
Point-of-care testing(POCT)refers to a category of diagnostic tests that are performed at or near to the site of the patients(also called bedside testing)and is capable of obtaining accurate results in a short time by... Point-of-care testing(POCT)refers to a category of diagnostic tests that are performed at or near to the site of the patients(also called bedside testing)and is capable of obtaining accurate results in a short time by using portable diagnostic devices,avoiding sending samples to the medical laboratories.It has been extensively explored for diagnosing and monitoring patients’diseases and health conditions with the assistance of development in biochemistry and microfluidics.Microfluidic paper-based analytical devices(μPADs)have gained dramatic popularity in POCT because of their simplicity,user-friendly,fast and accurate result reading and low cost.SeveralμPADs have been successfully commercialized and received excellent feedback during the past several decades.This review briefly discusses the main types ofμPADs,preparation methods and their detection principles,followed by a few representative examples.The future perspectives of the development inμPADs are also provided. 展开更多
关键词 point-of-care testing microfluidic paper-based analytical devices SENSOR personalized medical treatment portable diagnostic equipment
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Catalpol Promotes Differentiation of Neural Stem Cells into Oligodendrocyte via Caveolin-1-dependent Pathway in The 3D Microfluidic Chip
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作者 WANG Ya-Chen WANG Liang +1 位作者 SHEN Li-Ming LIU Jing 《生物化学与生物物理进展》 北大核心 2025年第11期2842-2853,共12页
Objective Cerebral palsy(CP)is a prevalent neurodevelopmental disorder acquired during the perinatal period,with periventricular white matter injury(PWMI)serving as its primary pathological hallmark.PWMI is characteri... Objective Cerebral palsy(CP)is a prevalent neurodevelopmental disorder acquired during the perinatal period,with periventricular white matter injury(PWMI)serving as its primary pathological hallmark.PWMI is characterized by the loss of oligodendrocytes(OLs)and the disintegration of myelin sheaths,leading to impaired neural connectivity and motor dysfunction.Neural stem cells(NSCs)represent a promising regenerative source for replenishing lost OLs;however,conventional twodimensional(2D)in vitro culture systems lack the three-dimensional(3D)physiological microenvironment.Microfluidic chip technology has emerged as a powerful tool to overcome this limitation by enabling precise spatial and temporal control over 3D microenvironmental conditions,including the establishment of stable concentration gradients of bioactive molecules.Catalpol,an iridoid glycoside derived from traditional medicinal plants,exhibits dual antioxidant and anti-apoptotic properties.Despite its therapeutic potential,the capacity of catalpol to drive NSC differentiation toward OLs under biomimetic 3D conditions,as well as the underlying molecular mechanisms,remains poorly understood.This study aims to develop a microfluidic-based 3D biomimetic platform to systematically investigate the concentration-dependent effects of catalpol on promoting NSCs-to-OLs differentiation and to elucidate the role of the caveolin-1(Cav-1)signaling pathway in this process.Methods We developed a novel multiplexed microfluidic device featuring parallel microchannels with integrated gradient generators capable of establishing and maintaining precise linear concentration gradients(0-3 g/L catalpol)across 3D NSCs cultures.This platform facilitated the continuous perfusion culture of NSC-derived 3D spheroids,mimicking the dynamic in vivo microenvironment.Real-time cell viability was assessed using Calcein-AM/propidium iodide(PI)dual staining,with fluorescence imaging quantifying live/dead cell ratios.Oligodendrocyte differentiation was evaluated through quantitative reverse transcription polymerase chain reaction(qRT-PCR)for MBP and SOX10 gene expression,complemented by immunofluorescence staining to visualize corresponding protein changes.To dissect the molecular mechanism,the Cav-1-specific pharmacological inhibitor methyl‑β‑cyclodextrin(MCD)was employed to perturb the pathway,and its effects on differentiation markers were analyzed.Results Catalpol demonstrated excellent biocompatibility,with cell viability exceeding 96%across the entire tested concentration range(0-3 g/L),confirming its non-cytotoxic nature.At the optimal concentration of 0-3 g/L,catalpol significantly upregulated both MBP and SOX10 expression(P<0.05,P<0.01),indicating robust promotion of oligodendroglial differentiation.Intriguingly,Cav-1 mRNA expression was progressively downregulated during NSC differentiation into OLs.Further inhibition of Cav-1 with MCD further enhanced this effect,leading to a statistically significant increase in OL-specific gene expression(P<0.05,P<0.01),suggesting Cav-1 acts as a negative regulator of OLs differentiation.Conclusion This study established an integrated microfluidic gradient chip-3D NSC spheroid culture system,which combines the advantages of precise chemical gradient control with physiologically relevant 3D cell culture.The findings demonstrate that 3 g/L catalpol effectively suppresses Cav-1 signaling to drive NSC differentiation into functional OLs.This work not only provides novel insights into the Cav-1-dependent mechanisms of myelination but also delivers a scalable technological platform for future research on remyelination therapies,with potential applications in cerebral palsy and other white matter disorders.The platform’s modular design permits adaptation for screening other neurogenic compounds or investigating additional signaling pathways involved in OLs maturation. 展开更多
关键词 CATALPOL neural stem cells OLIGODENDROCYTES DIFFERENTIATION CAVEOLIN-1 microfluidic chip
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Bubble breakup in viscous liquids at a microfluidic T-junction
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作者 Hongwei Zhu Junjie Feng +5 位作者 Ziyi Xu Chunying Zhu Youguang Ma Wei Xu Bing Sun Taotao Fu 《Chinese Journal of Chemical Engineering》 2025年第2期44-57,共14页
Bubble breakup at T-junction microchannels is the basis for the numbering-up of gas−liquid two-phase flow in parallelized microchannels. This article presents the bubble breakup in viscous liquids at a microfluidic T-... Bubble breakup at T-junction microchannels is the basis for the numbering-up of gas−liquid two-phase flow in parallelized microchannels. This article presents the bubble breakup in viscous liquids at a microfluidic T-junction. Nitrogen is used as the gas phase, and glycerol-water mixtures with different mass concentration of glycerol as the liquid phase. The evolution of the gas−liquid interface during bubble breakup at the microfluidic T-junction is explored. The thinning of the bubble neck includes the squeezing stage and the rapid pinch-off stage. In the squeezing stage, the power law relation is found between the minimum width of the bubble neck and the time, and the values of exponents α1 and α2 are influenced by the viscous force. The values of pre-factors m_(1) and m_(2) are negatively correlated with the capillary number. In the rapid pinch-off stage, the thinning of the bubble neck is predominated by the surface tension, and the minimum width of the bubble neck can be scaled with the remaining time as power-law. The propagation of the bubble tip can be characterized by the power law between the movement distance and the time, with decreasing exponent as increased liquid viscosity. 展开更多
关键词 BUBBLE microfluidICS MICROCHANNEL BREAKUP Viscous fluid
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Multilayered microfluidic platform for three-dimensional vascularized organ-on-a-chip applications
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作者 Chenyang Zhou Zhangjie Li +3 位作者 Jiaqi Xu Dingyuan Yu Lian Xuan Xiaolin Wang 《Bio-Design and Manufacturing》 2025年第6期930-947,I0004-I0009,共24页
The vascular network is integral to the developmental and metabolic processes of various tissues and functions as a systemic circulatory system that also interconnects organs throughout the body.In this study,we descr... The vascular network is integral to the developmental and metabolic processes of various tissues and functions as a systemic circulatory system that also interconnects organs throughout the body.In this study,we describe a multilayered microfluidic organ-on-a-chip platform designed for reproducing various three-dimensional(3D)vascularized microtissue models for biological applications.This platform utilizes a porous membrane as a physical barrier and leverages capillary action for hydrogel self-filling.Its high flow resistance mitigates the risk of gel bursting into the medium channels and facilitates the delivery of substances to generate a wide range of interstitial flow and biochemical factor concentration gradients.This study demonstrated that this platform can be used to accurately replicate 3D microenvironments for vasculogenesis,angiogenesis,and vascularized tumor modeling.We also investigated the critical role of multiple microenvironmental regulations in vascular formation on a chip.Moreover,we reproduced the process of tumor angiogenesis,including primary solid tumor features and the inhibitory effects of antitumor drugs on tumor growth and tumor vasculature before and after angiogenesis.Hence,our multilayered microfluidic platform is valuable for exploring multiple vascular mechanisms and constructing specific microtissues that closely mimic in vivo physiological conditions,providing new strategies for cancer research.Furthermore,the multilayered configuration improves design flexibility and scalability,providing the potential for a multi-organ interconnected platform for high-throughput drug screening. 展开更多
关键词 microfluidics MULTILAYERED Organ-on-a-chip VASCULARIZATION
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Microfluidic systems in testicular in vitro culture: a powerful model tool for spermatogenesis and reprotoxicity studies
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作者 Botho Maximilian Schneider Hande Irem Hamurcu +1 位作者 Andrea Salzbrunn Kathrein von Kopylow 《Asian Journal of Andrology》 2025年第6期659-668,共10页
As prepubertal boys do not yet produce spermatozoa,they cannot rely on sperm cryopreservation for fertility preservation before gonadotoxic therapy,such as high-dose alkylating agents or radiotherapy in the case of ch... As prepubertal boys do not yet produce spermatozoa,they cannot rely on sperm cryopreservation for fertility preservation before gonadotoxic therapy,such as high-dose alkylating agents or radiotherapy in the case of childhood cancers.According to the current guidelines,cryopreservation of testicular biopsies containing spermatogonial stem cells(SSCs)may be proposed to high-risk patients for potential later therapeutic use to fulfill the patients’wish for a biological child.One promising technique for human in vitro spermatogenesis and in vitro propagation of human SSCs is microfluidic(MF)culture,in which cells or tissues are subjected to a continuous flow of medium.This provides exact control over such parameters as nutrient content and gradients,as well as the removal of waste metabolites.While MF has been shown to maintain tissues and cell populations of organs for longer than conventional in vitro culture techniques,it has not been widely used for testicular in vitro culture.MF could advance human testicular in vitro culture and is also applicable to reprotoxicity studies.This review summarizes the findings and achievements of testis-on-chip(ToC)setups to date and discusses the benefits and limitations of these for spermatogenesis in vitro and toxicity assessment. 展开更多
关键词 in vitro spermatogenesis microfluidICS reprotoxicity spermatogonial stem cells TESTIS testis-on-chip
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Dual-scale insights of two-phase flow in inter-cleats based on microfluidics:Interface jumps and energy dissipation
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作者 Jicheng Zhang Dawei Lv +3 位作者 Jon Jincai Zhang Feng Wang Dawei Yin Haiyang Yu 《International Journal of Mining Science and Technology》 2025年第3期451-465,共15页
Cleat serves as the primary flow pathway for coalbed methane(CBM)and water.However,few studies consider the impact of local contact on two-phase flow within cleats.A visual generalized model of endogenous cleats was c... Cleat serves as the primary flow pathway for coalbed methane(CBM)and water.However,few studies consider the impact of local contact on two-phase flow within cleats.A visual generalized model of endogenous cleats was constructed based on microfluidics.A microscopic and mesoscopic observation technique was proposed to simultaneously capture gas-liquid interface morphology of pores and throat and the two-phase flow characteristics in entire cleat system.The local contact characteristics of cleats reduced absolute permeability,which resulted in a sharp increase in the starting pressure.The reduced gas flow capacity narrowed the co-infiltration area and decreased water saturation at the isotonic point in a hydrophilic environment.The increased local contact area of cleats weakened gas phase flow capacity and narrowed the co-infiltration area.Jumping events occurred in methane-water flow due to altered porosity caused by local contact in cleats.The distribution of residual phases changed the jumping direction on the micro-scale as well as the dominant channel on the mesoscale.Besides,jumping events caused additional energy dissipation,which was ignored in traditional two-phase flow models.This might contribute to the overestimation of relative permeability.The work provides new methods and insights for investigating unsaturated flow in complex porous media. 展开更多
关键词 Inter-cleat microfluidICS Two-phase flow Dual-scale Interface jump Inertial effect
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Research on the Camouflage Characteristics of a Microfluidic Vision Camouflage System Based on the Image Inpainting Algorithm
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作者 Jian Cao Huanhuan Li +2 位作者 Songjing Li Jiyan He Zhifan Li 《Journal of Bionic Engineering》 2025年第1期370-382,共13页
Combining deep-learning image inpainting algorithms with the microfluidic technology,the paper proposes a method to achieve dynamic stealth and camouflage by using a microfluidic vision camouflage system simulating th... Combining deep-learning image inpainting algorithms with the microfluidic technology,the paper proposes a method to achieve dynamic stealth and camouflage by using a microfluidic vision camouflage system simulating the chameleon skin.The basic principle is to perceive color changes in the external environment and collect ambient image information,and then utilize the image inpainting algorithm to adjust the control signals of the microfluidic system in real time.The detailed working principle of the microfluidic vision camouflage system is presented,and the mechanism of generating control signals for the system through deep-learning image inpainting algorithms and image-processing techniques is elucidated.The camouflage effect of the chameleon skin is analyzed and evaluated using color similarity.Results indicate that the camouflaged images are consistent with the background environment,thereby improving the target’s stealth and maneuvering characteristics.The camouflage technology developed in the paper based on the microfluidic vision camouflage system can be applied to several situations,such as military camouflage uniforms,robot skins,and weapon equipment. 展开更多
关键词 Chameleon skin Bionic skin microfluidic technology Self-adaptive system Camouflage film
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A microfluidic study on the influence of naturally fractured porous media on the phase behavior of condensate gas depletion
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作者 Kuiqian Ma Shuoshi Wang +6 位作者 Lei Zhang Haojun Wu Jintao Wu Ping Guo Lei Huang Qixuan Zhang Limiao Wang 《Natural Gas Industry B》 2025年第4期432-446,共15页
There are limited quantitative studies on condensate gas using microfluidics under high-pressure and high-temperature conditions.This study employed microfluidics chips based on real porous media structures to conduct... There are limited quantitative studies on condensate gas using microfluidics under high-pressure and high-temperature conditions.This study employed microfluidics chips based on real porous media structures to conduct constant volume depletion experiments and investigate the microscopic mechanisms of condensate gas recovery.The aim of the experiments was to reveal the phase-behavior differences between bulk-phase gas and gas contained in porous media.The results revealed that condensate oil recovery in microfluidics experiments was higher than that in PVT cell tests,and nonuniform condensation and evaporation were exclusively observed in the microfluidics experiments.Furthermore,lower pore connectivity resulted in higher depletion recovery,while more developed fractures led to reduced recovery.Specifically,the chip with fewer fractures achieved the highest recovery(71.15%),whereas the highly fractured chip exhibited the lowest recovery(56.11%).These findings demonstrate that oil saturation during the process of constant volume depletion(CVD)of gas condensate within porous media is lower than that observed in the PVT cell,thus providing experimental evidence for optimizing condensate gas development in field applications. 展开更多
关键词 Condensate gas microfluidic Depletion Constant volume depletion
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Synthesis of energetic materials by microfluidics
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作者 Shuo Liu Chuanyu Zhang +1 位作者 Yanlan Wang Xueyong Wei 《Defence Technology(防务技术)》 2025年第2期306-319,共14页
Energetic materials,characterized by their capacity to store and release substantial energy,hold pivotal significance in some fields,particularly in defense applications.Microfluidics,with its ability to manipulate fl... Energetic materials,characterized by their capacity to store and release substantial energy,hold pivotal significance in some fields,particularly in defense applications.Microfluidics,with its ability to manipulate fluids and facilitate droplet formation at the microscale,enables precise control of chemical reactions.Recent scholarly endeavors have increasingly harnessed microfluidic reactors in the realm of energetic materials,yielding morphologically controllable particles with enhanced uniformity and explosive efficacy.However,crucial insights into microfluidic-based methodologies are dispersed across various publications,necessitating a systematic compilation.Accordingly,this review addresses this gap by concentrating on the synthesis of energetic materials through microfluidics.Specifically,the methods based on micro-mixing and droplets in the previous papers are summarized and the strategies to control the critical parameters within chemical reactions are discussed in detail.Then,the comparison in terms of advantages and disadvantages is attempted.As demonstrated in the last section regarding perspectives,challenges such as clogging,dead zones,and suboptimal production yields are non-ignoble in the promising fields and they might be addressed by integrating sound,optics,or electrical energy to meet heightened requirements.This comprehensive overview aims to consolidate and analyze the diverse array of microfluidic approaches in energetic material synthesis,offering valuable insights for future research directions. 展开更多
关键词 microfluidic technology Energetic materials synthesis MICRO-MIXING Micro-droplets
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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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Research Progress of Microfluidics in Radiopharmaceutical Quality Control
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作者 Zhenhao Dong Qinggang He +2 位作者 Dilong Mao Jing Wang Hong Zhang 《iRADIOLOGY》 2025年第6期401-420,共20页
Radionuclide imaging is divided into positron emission tomography and single photon emission tomography and is widely used in clinical practice for diagnosis and treatment,as well as in clinical research for the devel... Radionuclide imaging is divided into positron emission tomography and single photon emission tomography and is widely used in clinical practice for diagnosis and treatment,as well as in clinical research for the development and evaluation of new therapies.Although it is a visually intuitive form of three-dimensional functional imaging,this modality requires the injection of radiopharmaceuticals labeled with positron-or gamma-emitting isotopes into patients to assess and quantify anabolism,gene expression,and other processes.For this reason,radiopharmaceuticals must undergo rigorous quality control(QC)to ensure product purity,efficacy,and safety.Traditional QC of pharmaceuticals is manual,requiring specially trained personnel,a range of expensive analytical and chemical equipment and laboratory space,the consumption of many samples,and usually a long time.Compared with ordinary pharmaceuticals,radiopharmaceuticals have the following unique characteristics:radioactivity,short lifetime,low synthesis yield,and high cost.Therefore,analytical methods and instrumentation must be exclusively developed for the QC of radiopharmaceuticals to avoid large losses owing to radioactive decay or handling.Microfluidics integrates microchannels or microchambers into several square centimeters of a microscale chip through micro-nanofabrication,allowing a precise manipulation of the fluid in microtubules,where various traditional physical,chemical,or biological experiments occur.Microfluidics is gaining attention in the field of analytical testing owing to significantly reduced consumption of samples and reagents,reduced analysis time,increased detection sensitivity,increased multiplexing,and reduced instrument size.Features such as micro size,micro volume,high sensitivity,and on-line testing have led to increasing interest in microfluidics.This review covers the development of integrated microfluidic QC devices that can automatically process,test,analyze,and calculate completed test metrics online. 展开更多
关键词 analytical testing microfluidic positron emission tomography probe quality control RADIOPHARMACEUTICAL
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Microfluidic reactors for paired electrosynthesis:Fundamentals,applications and future prospects
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作者 Hao Xue Zhi-Hao Zhao +1 位作者 Menglei Yuan Guangjin Zhang 《Green Energy & Environment》 2025年第3期471-499,共29页
Paired electrosynthesis has received considerable attention as a consequence of simultaneously synthesizing target products at both cathode and anode,whereas the related synthetic efficiency in batch reactors is still... Paired electrosynthesis has received considerable attention as a consequence of simultaneously synthesizing target products at both cathode and anode,whereas the related synthetic efficiency in batch reactors is still undesirable under certain circumstances.Encouragingly,laminar microfluidic reactor offers prospective options that possess controllable flow characteristics such as enhanced mass transport,precise laminar flow control and the ability to expand production scale progressively.In this comprehensive review,the underlying fundamentals of the paired electrosynthesis are initially summarized,followed by categorizing the paired electrosynthesis including parallel paired electrosynthesis,divergent paired electrosynthesis,convergent paired electrosynthesis,sequential paired electrosynthesis and linear paired electrosynthesis.Thereafter,a holistic overview of microfluidic reactor equipment,integral fundamentals and research methodology as well as channel extension and scale-up strategies is proposed.The established fundamentals and evaluated metrics further inspired the applications of microfluidic reactors in paired electrosynthesis.This work stimulated the overwhelming investigation of mechanism discovery,material screening strategies,and device assemblies. 展开更多
关键词 Paired electrosynthesis microfluidic reactor Laminar flow Scaling-up strategy
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Generation of droplet group based on an external electromagnetic valve in a microfluidic chip
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作者 Dong Wang Xiaonan Li +2 位作者 Jiayi Zhou Liyu Liu Guo Chen 《Chinese Physics B》 2025年第12期315-323,共9页
Previous studies on droplet generation in microfluidics mainly focus on the monodisperse droplet,but limited attention has paid to the generation of droplet groups composed of multiple droplets with different volumes ... Previous studies on droplet generation in microfluidics mainly focus on the monodisperse droplet,but limited attention has paid to the generation of droplet groups composed of multiple droplets with different volumes or components.In this study,a programmable electromagnetic valve is externally connected with the microfluidic chip featuring a conventional flow-focused structure.Different from the previous situation where only one droplet is generated by a single actuation of the electromagnetic valve,by precisely controlling the opening and closing of the valve,the continuous phase fluid exhibits periodic flow in the channel,and we realized the generation of a droplet group by a single actuation of the valve,and the number and volume of the droplets in each group can be regulated.Specifically,the number of large droplets in a droplet group is mainly determined by the opening time of the electromagnetic valve and the two-phase flow rate,and the number of small droplets is dominated by the valve closing time.The volume of individual droplets in a droplet group is largely dependent on the flow rate of the continuous phase.Our study extends the understanding of microfluidic droplet formation.It provides a feasible method for the efficient preparation of polydisperse droplets,which is important for microfluidic chip-based droplet control and has potential applications in industries related to microfluidic droplets. 展开更多
关键词 droplet group electromagnetic valve valve switching ratio microfluidic chip
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The Convergence of Artificial Intelligence and Microfluidics in Drug Research and Development
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作者 Du Qiao Hongxia Li +7 位作者 Xue Zhang Xuhui Chen Jiang Zhang Jianan Zou Danyang Zhao Weiping Zhu Xuhong Qian Honglin Li 《Engineering》 2025年第12期125-174,共50页
Drug research and development(R&D)plays a crucial role in supporting public health.However,the traditional drug-discovery paradigm is hindered by significant drawbacks,including high costs,lengthy development time... Drug research and development(R&D)plays a crucial role in supporting public health.However,the traditional drug-discovery paradigm is hindered by significant drawbacks,including high costs,lengthy development timelines,high failure rates,and limited output of new drugs.Recent advances in micro/nanotechnology,along with progress in computer science,have positioned microfluidics and artificial intelligence(AI)as promising transformative tools for drug development.Microfluidics offers miniaturized,multiplexed,and versatile platforms for high-dimensional data acquisition,while AI enables the rapid processing of complex,large-scale microfluidic data;together,they are accelerating a paradigm shift in the drug-discovery process.This paper first outlines the mainstream microfluidic strategies and AI models used in drug R&D.It then summarizes and discusses real-world applications of the integrated use of these technologies across various stages of drug discovery,including early drug discovery,drug screening,drug evaluation,drug manufacturing,and drug delivery systems.Finally,the paper examines the main limitations of microfluidics and AI in drug R&D and offers an outlook on the future convergence of these technologies. 展开更多
关键词 Artificial intelligence Machine learning Deep learning microfluidICS Drug discovery Drug evaluation Drug manufacturing Drug delivery
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Spherical Magnetic Fe-Alginate Microgels Fabricated by Droplet-Microfluidics Combining with an External Crosslinking Approach and the Study of Their pH Dependent Fe^(3+) Release Behaviors
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作者 Jie Chen Run-Yu Yu +3 位作者 ai-Qi Wang Zhe-Yu Zhang Arezoo Ardekani Yuan-Du Hu 《Chinese Journal of Polymer Science》 2025年第2期289-302,共14页
Due to the rapid development and potential applications of iron(Ⅲ)-alginate(Fe-Alg)microgels in biomedical as well as environmental engineering,this study explores the preparation and characterization of spherical Fe... Due to the rapid development and potential applications of iron(Ⅲ)-alginate(Fe-Alg)microgels in biomedical as well as environmental engineering,this study explores the preparation and characterization of spherical Fe-Alg microgels using droplet microfluidics combined with an external ionic crosslinking method.This study focused on the role of Fe^(3+)and examined its effects on the physical/chemical properties of microgels under different ionic conditions and reduced or oxidized states.The pH-dependent release behavior of Fe^(3+)from these microgels demonstrates their potential biomedical and environmental applications.Furthermore,the microgels can exhibit magnetism simply by utilizing in situ oxidation,which can be further used for targeted drug delivery and magnetic separation technologies. 展开更多
关键词 Fe-alginate microgels Droplet microfluidics In situ oxidation MAGNETISM
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Ultrahigh-throughput screening of antagonistic bacteria against Erwinia carotovora Ecc15 based on droplet microfluidics
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作者 Longfeng Wei Shuang Li +4 位作者 Hang Pan Xingjin Jian Renli Ai Zhu Li Chong Zhang 《Food Science and Human Wellness》 2025年第11期4514-4526,共13页
Soft rot is a destructive disease that inflicts significant losses on agricultural production and the economy post-harvest.Biocontrol strategies based on antagonistic microorganisms have a broad application prospect t... Soft rot is a destructive disease that inflicts significant losses on agricultural production and the economy post-harvest.Biocontrol strategies based on antagonistic microorganisms have a broad application prospect to fight against plant pathogens.This study utilized fluorescence-activated droplet sorting(FADS)technology as an alternative to traditional plate culture methods to isolate microorganisms with antagonistic activity against the soft rot pathogen Erwinia carotovora Ecc15.Initially,the culture performance of the FADS platform was evaluated by analyzing bacterial diversity in droplet culture samples and agar plate culture samples,our data showed that droplet culture exhibited higher species richness and diversity than plate culture,and more than 95%of the operational taxonomic units(OTUs)in the droplet samples belonged to the rare biosphere.Additionally,we developed a green fluorescent protein(GFP)-Ecc15-based FADS screening system,which achieved an enrichment ratio of up to 148.Using this system,we successfully screened 32 antagonistic bacteria from rhizosphere soil sample of healthy konjac plants,and some may be novel microbial resources,including the genera Lelliottia,Buttiauxella and Leclercia.Notably,strain D-62 exhibited the strongest antibacterial ability against Ecc15,with an inhibition zone diameter of(20.86±1.56)mm.In vivo experiments conducted on the corms of Amorphophallus konjac demonstrated that strain D-62 could effectively reduce the infection ability of Ecc15 to the corms,indicating that strain D-62 has the potential to be developed as a biocontrol agent.Our findings suggested that the FADS screening system showed a screening efficiency approximately 3×10^(3)times higher than plate screening system,while significantly reducing costs of infrastructure,labor and consumables,it provides theoretical guidance for the screening of other plant pathogen biocontrol bacteria. 展开更多
关键词 Erwinia carotovora Droplet microfluidics Fluorescence-activated droplet sorting Ultrahigh-throughput screening Antibacterial activity Biocontrol assay
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A Stable,Reliable,Cost-Effective Technique Route for Ni Detection in Industrial Wastewater via a Microfluidic Paper-Based Platform
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作者 Xiuxia Li Qing’er Yao +11 位作者 Jiangyue Bai Zihang Wang Xiaolu Xiong Zifan Ning Songhe Liu Shiqi Xu Chunpan Zhang Yujiu Jiang Mingxu Chu Yanbo Yang Dong Jiang Junfeng Han 《Journal of Environmental & Earth Sciences》 2025年第4期280-290,共11页
Nickel(II)as one of the primary categories of heavy metals can lead to serious health problems if achieving the critical levels in the water.Thus,it is vital to propose a stable,reliable,and economical approach for de... Nickel(II)as one of the primary categories of heavy metals can lead to serious health problems if achieving the critical levels in the water.Thus,it is vital to propose a stable,reliable,and economical approach for detecting Ni ions.The microfluidic paper-based analytical devices(µPADs)are potential candidates for the detection of water quality parameters including pH,heavy ions,nitrite and so on.However,it suffers from a huge error caused by the environment and artificial mistakes.In this study,we proposed an improved technique route to increase the stability and reliability of microfluidic paper-based analytical devices.The main technique points include a stable light source,a matched camera,improved reliability of the devices,and effective calculated methods.Finally,we established 15 standard curves that could be used to detect nickel ions and obtained uniform colorimetric results with reliability and repeatability.With those improvements,the relative errors for the five types of real water samples from the Zhongshan industrial parks were reduced to 0.26%,14.78%,24.20%,50.29%and 3.53%,respectively.These results were conducive to exploring this technique for the detection of nickel ions in wastewater from the Zhongshan industrial parks.The results demonstrated that the above technique route is promising for the detection of other heavy metal ions in industrial effluent. 展开更多
关键词 Nickel Detection Industrial Wastewater Detection microfluidic Paper-Based Chips Analytical Device
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Microfluidizer对膳食纤维溶液物理性质的影响 被引量:27
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作者 刘成梅 刘伟 +1 位作者 林向阳 Roger Ruan 《食品科学》 EI CAS CSCD 北大核心 2004年第2期72-75,共4页
本文研究了Microfludizer这种微射流均质机处理膳食纤维溶液产生的一些物理性质(如粘度、光学性、固形物含量等)的影响,结果显示:经Microfludizer破碎后的物料体系出现粘度略有提高、吸光度升高、透射比下降、折光率变化较小、总固形物... 本文研究了Microfludizer这种微射流均质机处理膳食纤维溶液产生的一些物理性质(如粘度、光学性、固形物含量等)的影响,结果显示:经Microfludizer破碎后的物料体系出现粘度略有提高、吸光度升高、透射比下降、折光率变化较小、总固形物含量下降等现象。 展开更多
关键词 microfluidizer 微射流均质机 膳食纤维溶液 物理性质 超微粉碎
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