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EV-Blade: an automated centrifugal-pneumatic cartridge for size- and affinity-based exosome isolation from whole blood EV-Blade:用于从全血中分离基于大小和亲和力的外泌体的自动离心-气动试剂盒
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-20 DOI: 10.1039/D5LC00977D
Lucas Poncelet, Keith J. Morton, Matthew Shiu, Gaétan Veilleux, Chantal Richer, Liviu Clime, Daniel Sinnett and Teodor Veres

Extracellular vesicles (EVs), especially the exosome-sized subset are increasingly exploited as minimally invasive cancer biomarkers. These small vesicles are abundant in biofluids and play crucial roles in intercellular communication and disease progression by transporting bioactive molecules. Exosomes offer distinct diagnostic and prognostic advantages over traditional cancer biomarkers, but purifying and extracting exosomes from blood remains challenging. There is a need to simply and cost-effectively isolate exosomes from milliliter quantities of whole blood for transcriptional and other omics-based research. Addressing this gap, we propose a microfluidic cartridge, the EV-Blade, for size and affinity-based purification of exosomes on a centrifugal microfluidic platform. We demonstrate a method to automate exosome purification from whole blood samples on a single microfluidic cartridge. The EV-Blade system combines blood centrifugation, plasma filtration for EV size selection and immunomagnetic capture using functionalized superparamagnetic nanoparticles targeting CD9, CD63, and CD81 exosomal surface proteins. We report on the device performance, purity of exosome recovery and the quality of RNA collected following on-chip EV lysis. We use this automated method to detect relevant long coding and non-coding RNA transcripts in circulating blood exosomes, showcasing the EV-Blade for use in cancer patient risk stratification. The system presented herein represents a significant advancement in exosome purification, offering a robust and automated platform for liquid biopsy-based cancer research and clinical applications. This innovation holds promise for cancer diagnosis, prognosis, and monitoring through non-invasive biomarkers.

细胞外囊泡(ev),特别是外泌体大小的亚群越来越多地被用作微创癌症生物标志物。这些小泡大量存在于生物体液中,通过运输生物活性分子在细胞间通讯和疾病进展中起着至关重要的作用。与传统的癌症生物标志物相比,外泌体具有独特的诊断和预后优势,但从血液中纯化和提取外泌体仍然具有挑战性。为了转录和其他基于组学的研究,需要从毫升量的全血中简单而经济有效地分离外泌体。为了解决这一差距,我们提出了一种微流体盒,EV-Blade,用于在离心微流体平台上基于大小和亲和力的外泌体纯化。我们展示了一种在单个微流体盒上自动纯化全血样本的外泌体的方法。EV- blade系统结合了血液离心、选择EV大小的血浆过滤和使用功能化超顺磁性纳米颗粒靶向CD9、CD63和CD81外泌体表面蛋白的免疫磁捕获。我们报告了设备的性能,外泌体回收的纯度和芯片上EV裂解后收集的RNA的质量。我们使用这种自动化方法检测循环血液外泌体中相关的长编码和非编码RNA转录物,展示EV-Blade在癌症患者风险分层中的应用。本文提出的系统代表了外泌体纯化的重大进步,为基于液体活检的癌症研究和临床应用提供了一个强大的自动化平台。这项创新有望通过非侵入性生物标志物进行癌症诊断、预后和监测。
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引用次数: 0
Twenty years of microfluidic probes and open-space microfluidics: from origins to emerging directions 微流体探针和开放空间微流体的二十年:从起源到新兴方向
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-20 DOI: 10.1039/D5LC00879D
Dima Samer Ali, Ayoub Glia and Mohammad A. Qasaimeh

Microfluidic probes (MFPs) are an emerging class of open microfluidic devices that use hydrodynamic flow confinement (HFC) to enable precise, contact-free delivery, and removal of fluids on biological surfaces. Unlike closed-channel microfluidics, MFPs operate in open environments, allowing localized chemical and biological interactions with high spatial and temporal resolution. Since their introduction in 2005, MFPs have advanced through major innovations, including multipolar flow designs, vertical configurations, 3D printing, and structural enhancements such as herringbone micromixers. This review presents a comprehensive overview of MFP technologies, covering core physical principles, flow dynamics, operating modes, and the influence of geometric and hydrodynamic design. We examine fabrication techniques such as photolithography, soft lithography, and 3D printing, highlighting their trade-offs in precision, scalability, and cost. We also explore biological applications of MFPs, including tissue assays, cellular manipulation, molecular patterning, and single-cell biopsy. Emerging integrations with heating, dielectrophoresis, and real-time feedback are expanding the utility of MFPs for adaptive high-throughput workflows. By tracing two decades of development, this review positions MFPs as transformative tools in open-space microfluidics and outlines opportunities for future progress.

微流体探针(MFPs)是一种新兴的开放式微流体装置,它使用流体动力流动约束(HFC)来实现生物表面上流体的精确,无接触输送和去除。与封闭通道微流体不同,mfp在开放环境中运行,允许具有高空间和时间分辨率的局部化学和生物相互作用。自2005年推出以来,mfp已经取得了重大创新,包括多极流设计、垂直配置、3D打印和结构改进,如人字形混合器。本文介绍了MFP技术的全面概述,包括核心物理原理、流动动力学、工作模式以及几何和流体动力学设计的影响。我们研究制造技术,如光刻、软光刻和3D打印,突出了它们在精度、可扩展性和成本方面的权衡。我们还探索了mfp的生物学应用,包括组织分析、细胞操作、分子图谱和单细胞活检。与加热、电介质电泳和实时反馈的新兴集成正在扩大mfp在自适应、高通量工作流程中的应用。通过追踪二十年的发展,本综述将mfp定位为开放空间微流体的变革性工具,并概述了未来进展的机会。
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引用次数: 0
A 3D model to evaluate cell chemotaxis within a heterogenic tumor microenvironment 在异质肿瘤微环境中评估细胞趋化性的3D模型
IF 6.1 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-20 DOI: 10.1039/d5lc00763a
Daniel B. Rodrigues, Daniela Cruz-Moreira, Luca Gasperini, Mariana Jarnalo, Ricardo Horta, Rui Reis, Rogério Pirraco
As studies continue to bring forward data on both the complexity and heterogeneity behind the tumor microenvironment, new strategies to understand and unravel the cellular interactions that regulate tumor progression and tumor cell invasion are required. Here, we present a novel and tailorable 4-well 3D culture chamber design capable of studying chemotaxis between several distinct cell types and a cancer cell population of interest. The use of a type I collagen hydrogel as the 3D substrate allowed for a differential molecule diffusion, in which rate of diffusion was associated with molecular weight. When culturing different human stromal cells (hASCs, hDMECs and hDFbs) in the outer wells while keeping VMM15 melanoma cells within the central well it was observed that hASCs and hDFbs presented directional migration throughout the collagen matrix towards the tumor cells. Further analysis revealed a higher area of migration present in the hDFbs when compared to the hASCs, supporting the potential of this system to study the recruitment of supporting cells by cancer cells and how this may impact tumor invasion.
随着研究不断提供肿瘤微环境背后复杂性和异质性的数据,需要新的策略来理解和揭示调节肿瘤进展和肿瘤细胞侵袭的细胞相互作用。在这里,我们提出了一种新颖的、可定制的4孔3D培养室设计,能够研究几种不同细胞类型和感兴趣的癌细胞群之间的趋化性。使用I型胶原水凝胶作为3D底物,允许微分分子扩散,其中扩散速率与分子量相关。在外孔中培养不同的人基质细胞(hASCs、hdmec和hDFbs),而在中心孔中保持VMM15黑色素瘤细胞时,观察到hASCs和hDFbs在胶原基质中向肿瘤细胞定向迁移。进一步的分析显示,与hASCs相比,hDFbs中存在更高的迁移区域,这支持了该系统研究癌细胞募集支持细胞及其如何影响肿瘤侵袭的潜力。
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引用次数: 0
Size optimization of fire-extinguishing microcapsules fabricated via non-planar microfluidics and their performance study 非平面微流体制备灭火微胶囊的尺寸优化及性能研究。
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-20 DOI: 10.1039/D5LC01058F
Ming Cao, Xiaoshan Jin, Meirong Yi, Xiaoxiao Chen, Fangsheng Huang, Zhiqiang Zhu, Shengyun Ji, Ke Li, Yichuan Dai and Jianfeng Chen

In confined spaces where early fire detection and suppression are particularly challenging, failures in fire prevention and control can lead to severe personal injury and property loss. In such scenarios, the structured encapsulation and controlled release of fire-extinguishing agents are especially critical. However, systematic studies on the structural design of extinguishing agents and their fire-suppression mechanisms remain notably insufficient. Based on non-planar microfluidic technology, this study designed a novel PDMS microfluidic device for the highly efficient preparation of thermally responsive water-based fire-extinguishing microcapsules. Through rational design of the microcapsule structure and substrates, we achieved not only controllable adjustment of the agent dosage but also precise regulation over the release direction and coverage area of fine water mist. In accordance with the UL94 V-0 standard, the optimal microcapsule size was determined to be 550 μm in diameter with a shell thickness of 35 μm. Furthermore, integration of the microcapsules into a thermally responsive patch enabled effective flame suppression within 3 seconds. The water-based microcapsule system is environmentally benign, highly efficient, and cost-effective, offering a high-performance microencapsulated fire-extinguishing technology with directional release capability for early fire prevention and control in confined spaces, showing promising application potential.

在密闭空间中,早期火灾探测和灭火尤其具有挑战性,防火和控制失败可能导致严重的人身伤害和财产损失。在这种情况下,灭火剂的结构封装和控制释放尤为关键。然而,对灭火剂的结构设计及其灭火机理的系统研究仍显不足。本研究基于非平面微流控技术,设计了一种新型的PDMS微流控装置,用于高效制备热响应型水基灭火微胶囊。通过对微胶囊结构和底物的合理设计,不仅实现了药剂用量的可控调节,而且实现了细水雾释放方向和覆盖面积的精确调节。根据UL94 V-0标准,确定最佳微胶囊尺寸为直径550 μm,壳厚35 μm。此外,将微胶囊集成到热响应贴片中,可以在3秒内有效地抑制火焰。水基微胶囊系统具有环保、高效、经济的特点,是一种具有定向释放能力的高性能微胶囊灭火技术,可用于密闭空间的早期防火控制,具有广阔的应用前景。
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引用次数: 0
Active-Matrix Digital Microfluidic Device Based on Surfactant-Mediated Electro-Dewetting 基于表面活性剂介导电脱湿的有源矩阵数字微流控装置
IF 6.1 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-19 DOI: 10.1039/d5lc00992h
Xinying Xie, Qining Leo Wang, Runxiao Shi, Tengteng Lei, Chang-Jin "CJ" Kim, Man Wong
Based on electro-wetting mechanism, digital microfluidics (DMF) today utilizes both direct-drive and active-matrix (AM) control of electrodes. Recently, DMF with surfactant-mediated electro-dewetting that electrically induces hydrophobic repulsion of droplets containing ionic surfactant has also been demonstrated. However, the existing electro-dewetting DMF devices are on a direct-drive controlled electrode array, which limits the number of independent electrodes. Reported in this work is an electro-dewetting DMF device on an AM array by providing the continuous current needed for electrodewetting. Indium-tin-zinc oxide top-gate self-aligned thin-film transistors are employed in the cell circuit to address and drive droplets with low voltage. The resulting AM electro-dewetting DMF devices are confirmed to transport, split, and merge droplets by using low voltage, opening the path for electro-dewetting DMF that offers a large number of independent electrodes.
基于电润湿机制,数字微流体(DMF)目前采用直接驱动和有源矩阵(AM)控制电极。最近,具有表面活性剂介导的电脱湿的DMF也被证明可以电诱导含有离子表面活性剂的液滴的疏水排斥。然而,现有的电除湿DMF装置采用直接驱动控制电极阵列,这限制了独立电极的数量。本文报道了一种在调幅阵列上的电除湿DMF装置,该装置通过提供电除湿所需的连续电流。在电池电路中采用铟锡锌氧化物顶栅自对准薄膜晶体管,实现了对液滴的低电压寻址和驱动。由此产生的AM电除湿DMF设备通过使用低电压来传输、分裂和合并液滴,为提供大量独立电极的电除湿DMF开辟了道路。
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引用次数: 0
Wearable biosensors for disease diagnostics and health monitoring: recent progress and emerging technologies 用于疾病诊断和健康监测的可穿戴生物传感器:最新进展和新兴技术
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-16 DOI: 10.1039/D5LC00892A
Zixuan Ren and Yue Cui

Wearable biosensors leverage microfluidic technology for precise biofluid sampling and directional transport, and utilize electrical or optical sensing mechanisms for reliable detection of target physiological parameters. By synergizing microfluidics and sensing technologies, these devices provide innovative solutions for biomarker monitoring, demonstrating broad potential in health tracking and chronic disease management. With ongoing advances in smart materials, multiplex detection capabilities, and artificial intelligence-driven technologies, wearable biosensors are evolving into cornerstone tools for telemedicine and precision diagnostics. This work reviews recent progress in microfluidic-integrated wearable biosensors for disease diagnostics and health monitoring. We systematically examine sensing approaches for different analytes based on their biological characteristics, covering three key categories: (1) metabolite sensing, including microneedle-based detection, noninvasive optical/electrical methods, multimodal platforms, and closed-loop diabetes management systems; (2) protein sensing, encompassing both label-free and labeled electrical/optical techniques; and (3) nucleic acid sensing, which involves sampling protocols, amplification strategies, and label-free detection approaches. The review highlights the interaction between biomarker biological characteristics, sensing strategies, and microfluidic approaches in the development of wearable biosensing platforms, and is expected to guide the development of next-generation intelligent disease diagnostics and health monitoring devices.

尊敬的编辑,非常感谢您为我们的稿件“用于疾病诊断和健康监测的可穿戴生物传感器:最新进展和新兴技术”所付出的工作和时间。这是LC-CRV-09-2025-000892的修订。我们也衷心感谢审稿人提出的建设性意见。手稿已作了相应的彻底修改。附件是修改后的原稿、支持信息和对审稿人的回复。我们的回复是根据审稿人的评论(蓝色文字)逐点进行的。所有的更正都在文中用红色标出。我们希望修改后的稿件能被考虑在芯片实验室上发表。如果您有任何问题,请随时与我联系。岳翠
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引用次数: 0
Size-based sorting of dynamic bacterial clusters 基于大小的动态细菌簇分选
IF 6.1 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-15 DOI: 10.1039/d5lc01111f
Elham Akbari, Jason Paul Beech, Johannes Kumra Ahnlide, Sebastian Wrighton, Pontus Nordenfelt, Jonas Olof Tegenfeldt
Group A Streptococcus (GAS) forms highly deformable aggregates with broad variations in size and morphology, complicating controlled separation and biological analysis. Reliable methods to isolate fractions of GAS clusters with defined properties are essential for studying host–pathogen interactions that depend on cluster size. Here, we present a simple deterministic lateral displacement (DLD) microfluidic device to separate complex suspensions of bacterial aggregates into two size-enriched fractions. We use a DLD with a small displacement angle to accommodate the large range of particle sizes above the critical size. We introduce an intermediate outlet, in addition to the conventional zigzag and displacement outlets, to collect the aggregates which exhibit a large dispersion due to their broad variety in shape and sizes close to the device critical diameter. In this way, we can demonstrate fractionation of GAS clusters with >90% purity based on effective size while causing minimal fragmentation or additional aggregation, as demonstrated by image analysis and dual-colour experiments. Finally, we show biological relevance through a live immune-cell assay, where human immune cells migrate more rapidly in the presence of larger GAS clusters than in smaller clusters or single bacteria. These results demonstrate that DLD-based separation provides biologically meaningful fractions of bacterial aggregates and enables new analyses of how cluster size influences immune responses.
A群链球菌(GAS)形成高度可变形的聚集体,其大小和形态变化很大,使控制分离和生物分析变得复杂。可靠的方法来分离具有明确性质的气体簇的部分,对于研究依赖于簇大小的宿主-病原体相互作用至关重要。在这里,我们提出了一个简单的确定性横向位移(DLD)微流控装置,将复杂的细菌聚集体悬浮液分离成两个大小富集的馏分。我们使用具有小位移角的DLD来适应大于临界尺寸的大范围粒径。除了传统的之字形和位移出口外,我们还引入了一个中间出口,以收集由于形状和尺寸接近设备临界直径而表现出大分散的聚集体。通过这种方式,我们可以演示基于有效尺寸的纯度为>;90%的GAS簇的分馏,同时产生最小的碎片或额外的聚集,正如图像分析和双色实验所证明的那样。最后,我们通过活免疫细胞试验显示了生物学相关性,其中人类免疫细胞在较大的GAS簇存在下比在较小的簇或单个细菌中迁移得更快。这些结果表明,基于dld的分离提供了具有生物学意义的细菌聚集物组分,并能够对簇大小如何影响免疫反应进行新的分析。
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引用次数: 0
Diaphragm-based microfluidic platforms for reconfigurable sample manipulation: from enrichment to activated sorting 基于膜片的可重构样品操作微流控平台:从富集到激活分选。
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-14 DOI: 10.1039/D5LC00984G
Abdullah-Bin Siddique, Shaghayegh Mirhosseini and Nathan S. Swami

Precise manipulation of small sample volumes through enrichment, metering, routing, and selective sorting defines the analytical performance of microfluidic systems. While passive approaches such as deterministic lateral displacement and inertial microfluidics offer robust geometry-encoded separations and field-based techniques like dielectrophoresis, magnetophoresis, and acoustofluidics provide dynamic control, they are limited by inability for tuning, susceptibility to sample media properties, and hardware complexity. Diaphragm-based actuation overcomes these constraints by introducing deformable membranes that dynamically reconfigure channel geometry to achieve sub-second fluidic control without direct exposure to external fields. This review consolidates diaphragm-actuated microfluidic strategies as a unified framework for active sample manipulation, spanning two key functions, enrichment (analyte/cell trapping, ion-transport focusing, and nanoconfinement) and activated sorting (label-based, label-free, and hybrid modalities). Diaphragm materials, geometries, and actuation schemes (pneumatic, piezoelectric, electrostatic, electromagnetic, thermo-pneumatic, and shape-memory) are benchmarked against quantitative performance metrics like pressure–deflection transfer, latency, enrichment efficiency, selectivity, and gating accuracy. Emerging directions include smart fatigue-resistant diaphragm materials, sensor-integrated feedback control, real-time programmable gating, scalable fabrication, and artificial intelligence (AI) to process multimodal data to trigger actuation. By bridging sample enrichment and activated sorting within a single mechanical paradigm, diaphragm-based actuation provides a versatile route towards autonomous, label-free, and high-content lab-on-a-chip systems for next-generation diagnostics, single-cell analytics, and biomanufacturing workflows.

通过富集,计量,路由和选择性分选对小样本量的精确操作定义了微流体系统的分析性能。虽然被动方法(如确定性横向位移和惯性微流体)提供了鲁棒的几何编码分离,而基于场的技术(如介电、磁泳和声流体)提供了动态控制,但它们受到无法调谐、对样品介质性质的敏感性和硬件复杂性的限制。基于膜片的驱动通过引入可变形膜来克服这些限制,可动态地重新配置通道几何形状,以实现亚秒级流体控制,而无需直接暴露于外部场。本文将膜片驱动的微流控策略整合为主动样品操作的统一框架,涵盖两个关键功能:富集(分析物/细胞捕获、离子传输聚焦和纳米限制)和激活分选(基于标签、无标签和混合模式)。膜片材料、几何形状和驱动方案(气动、压电、静电、电磁、热气动和形状记忆)的基准是针对定量性能指标,如压力偏转传递、延迟、富集效率、选择性和门控精度。新兴方向包括智能抗疲劳膜片材料、传感器集成反馈控制、实时可编程门控、可扩展制造以及处理多模态数据以触发驱动的人工智能(AI)。通过在单一机械范例中连接样品富集和激活分选,基于膜片的驱动为下一代诊断、单细胞分析和生物制造工作流程提供了自主、无标签和高含量芯片实验室系统的通用途径。
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引用次数: 0
Deep learning-driven microfluidic chip architecture design for intelligent particle motion control 面向智能粒子运动控制的深度学习驱动微流控芯片架构设计
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-14 DOI: 10.1039/D5LC01185J
Hongxia Li, Xuhui Chen, Du Qiao, Xue Zhang, Jiang Zhang, Jianan Zou, Danyang Zhao, Xuhong Qian and Honglin Li

Precise spatiotemporal manipulation of particles in complex microfluidic channel networks (MCNs) underlies numerous advanced applications, but remains constrained by the difficulty of rapidly translating prescribed trajectories into manufacturable device designs. In this work, we introduce a modular deep learning framework that overcomes these limitations by decomposing MCNs into standardized, reusable functional modules with well-characterized fluidic and structural properties. For each module, a dedicated neural network predicts the full spatiotemporal particle state—including position, velocity, and transit time—under diverse flow conditions. A multi-module reconfiguration algorithm (MMRA) assembles these local predictions into continuous, device-scale trajectories while rigorously preserving physical state continuity. This approach enables deterministic port routing and precise spatiotemporal scheduling on “DUT” and “grid” chips, with a mean absolute timing error below 0.031 s. Integrated into PathChip, our user-friendly end-to-end design platform, the proposed approach enables users to specify target particle behaviors and automatically generate optimized module sequences, geometries, and control parameters, producing fabrication-ready device blueprints. Using this reverse design workflow, the integration of 5000 modules can be completed in as little as 18 s. This work establishes a structurally scalable pathway toward programmable, device-level spatiotemporal particle manipulation in microfluidics, with broad implications for lab-on-a-chip automation, high-throughput screening, and adaptive microfluidic systems.

复杂微流控通道网络(mcn)中粒子的精确时空操纵是许多先进应用的基础,但仍然受到快速将规定轨迹转化为可制造设备设计的困难的限制。在这项工作中,我们引入了一个模块化的深度学习框架,通过将mcn分解为具有良好特征的流体和结构特性的标准化、可重复使用的功能模块,克服了这些限制。对于每个模块,一个专用的神经网络在不同的流动条件下预测完整的时空粒子状态,包括位置、速度和通过时间。多模块重构算法(MMRA)将这些局部预测组合成连续的设备级轨迹,同时严格保持物理状态的连续性。该方法在“DUT”和“grid”芯片上实现了确定的端口路由和精确的时空调度,平均绝对定时误差低于0.031 s。集成到我们的用户友好的端到端设计平台PathChip中,所提出的方法使用户能够指定目标粒子行为,并自动生成优化的模块序列、几何形状和控制参数,从而生成制造就绪的器件蓝图。使用这种逆向设计工作流,5000个模块的集成可以在18秒内完成。这项工作为微流控中可编程的、器件级的时空粒子操作建立了一条结构上可扩展的途径,对芯片实验室自动化、高通量筛选和自适应微流控系统具有广泛的意义。
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引用次数: 0
On-chip characterization of cell mechanics assisted by external physical fields and artificial intelligence 外部物理场和人工智能辅助下细胞力学的片上表征。
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-14 DOI: 10.1039/D5LC00855G
Jingjin Ge, Chenhao Bai, Zhuo Chen, Toshio Fukuda, Tatsuo Arai and Xiaoming Liu

Traditional microfluidic chips for single-cell mechanical characterization face challenges such as cell aggregation and low throughput, limiting their clinical applicability. While fluid-driven methods such as constricted extrusion, pipette aspiration, and shear-induced or stretch-induced deformation have demonstrated laboratory success, they require improvements in accuracy and scalability. To overcome these limitations, integration of external physical fields, including acoustic, optical, electrical, and magnetic, enables non-contact, high-throughput cell operations and analysis. Acoustic waves and magnetic fields provide precise control over cell deformation, optical tweezers enable contact-free trapping, and electric fields facilitate dielectrophoretic manipulation. These techniques improve measurement sensitivity and throughput, making them more suitable for clinical applications, but also increase follow-up processing time. Artificial intelligence (AI) further enhances microfluidic automation across all these methodologies by enabling real-time image processing, parameter optimization, and data analysis to shorten processing time. This review particularly explores how AI is poised to solve fundamental, long-standing problems in cell mechanics that are intractable for conventional methods. Future microfluidic systems will integrate multiple physical fields controlled with AI, improving precision and scalability. The convergence of microfluidics, external fields, and AI is expected to revolutionize single-cell mechanobiology, advancing both fundamental research and clinical applications.

传统的用于单细胞力学表征的微流控芯片面临细胞聚集和低通量等挑战,限制了其临床应用。虽然流体驱动的方法,如收缩挤压、移液器抽吸、剪切诱导或拉伸诱导变形等,已经在实验室取得了成功,但它们需要提高准确性和可扩展性。为了克服这些限制,集成外部物理场,包括声、光、电和磁,使非接触式、高通量的细胞操作和分析成为可能。声波和磁场提供对细胞变形的精确控制,光镊实现无接触捕获,电场促进介电泳操作。这些技术提高了测量灵敏度和通量,使其更适合临床应用,但也增加了后续处理时间。人工智能(AI)通过实现实时图像处理、参数优化和数据分析来缩短处理时间,进一步增强了所有这些方法的微流控自动化。这篇综述特别探讨了人工智能如何准备好解决传统方法难以解决的细胞力学中长期存在的基本问题。未来的微流控系统将集成人工智能控制的多个物理场,提高精度和可扩展性。微流体、外场和人工智能的融合有望彻底改变单细胞机械生物学,推进基础研究和临床应用。
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