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High-resolution time-lapse imaging of droplet-cell dynamics via optimal transport and contrastive learning 通过最佳传输和对比学习的液滴-细胞动力学的高分辨率延时成像
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-10 DOI: 10.1039/D5LC00351B
Luca Johannes Schlotheuber, Michael Vollenweider, Sven Gutjahr, Tiago Hungerland, Richard Danis, Weronika Ormaniec, Aline Linder, Valentina Boeva, lnes Lüchtefeld and Klaus Eyer

Single-cell analysis is essential for uncovering heterogeneous biological functions that arise from intricate cellular responses. Here, microfluidic droplet arrays enable high-throughput data collection through cell encapsulation in picoliter volumes, and the time-lapse imaging of these arrays further reveal functional dynamics and changes. However, accurate tracking of cell identities across time frames with large intervals in between remains challenging when droplets move significantly. Specifically, existing machine learning methods often depend on labeled data or require neighboring cells as reference; without them, these methods struggle to track droplets and cells across long distances within images with complex movement patterns. To address these limitations, we developed a pipeline that combines visual object detection, feature extraction via contrastive learning, and optimal transport-based object matching, minimizing the reliance on labeled training data. We validated our approach across various experimental and simulated conditions and were able to track thousands of water-in-oil microfluidic droplets over large distances and long intervals between frames (>30 min). We achieved high precision in previously untraceable scenarios, tracking 50 pl droplets in images with small, medium and large movements (corresponding to ∼126, ∼800 and ∼10 000 μm, respectively) with a success rate of correctly tracked droplets of >90% for average movements within 2–12 droplet diameters, and >60% for average movements of >100 droplet diameters. This workflow lays the foundation for the tracking of droplets over time in these arrays when large and complex movement patterns are present and where the uniqueness of the sample makes repeated experiments infeasible.

单细胞分析对于揭示复杂细胞反应产生的异质生物学功能至关重要。在这里,微流控液滴阵列通过皮升体积的细胞封装实现了高通量数据收集,这些阵列的延时成像进一步揭示了功能动态和变化。然而,当液滴显著移动时,跨越时间范围、间隔时间较长的细胞身份追踪仍然具有挑战性。具体来说,现有的机器学习方法通常依赖于标记数据或需要相邻单元作为参考;没有它们,这些方法很难在具有复杂运动模式的图像中长距离跟踪液滴和细胞。为了解决这些限制,我们开发了一个管道,它结合了视觉对象检测、通过对比学习提取特征和基于传输的最佳对象匹配,最大限度地减少了对标记训练数据的依赖。我们在各种实验和模拟条件下验证了我们的方法,并能够在长距离和长帧间隔(30分钟)内跟踪数千个油中水微流体液滴。我们在以前无法追踪的场景中实现了高精度,在小、中、大运动(分别对应于~ 126、~ 800和~ 10000 μm)的图像中跟踪50 pl液滴,在2-12液滴直径的平均运动中,正确跟踪液滴的成功率为>;90%,在>;100液滴直径的平均运动中,成功率为>;60%。当存在大而复杂的运动模式以及样品的独特性使得重复实验不可行的情况下,该工作流程为跟踪这些阵列中的液滴随时间的变化奠定了基础。
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引用次数: 0
High-throughput nanoparticle manipulation via controlled electro-elasticity and Joule heating in microchannels 微通道中可控电弹性和焦耳加热的高通量纳米颗粒操纵。
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-10 DOI: 10.1039/D5LC00772K
Xinlei Qi, Shuhao Ma and Guoqing Hu

Effective nanoparticle (NP) manipulation is crucial for diverse nanotechnology applications, including biomolecule sorting, drug delivery optimization, and metallic material synthesis. However, continuous enrichment and focusing of NPs remain challenging. Here, we introduce a microfluidic method that leverages controlled electro-elasticity and Joule heating to achieve high-throughput, precise manipulation of NPs. This approach synergistically combines the advantages of microfluidics (high throughput, precision, and continuous operation) with the real-time control of electric fields, while mitigating adverse thermal effects. We demonstrate high-throughput focusing of 100 nm particles in a large, straight rectangular microchannel. The underlying mechanism, driven by slip velocity induced by the interplay of electric fields and viscoelastic flow, is investigated using nearly electrically neutral, surface-modified particles. We quantitatively determine optimal control parameters, including electric field strength, flow velocity, and polymer concentration. Furthermore, a simple dry-ice-based temperature control system enables focusing of NPs as small as 20 nm under high electric fields, effectively mitigating Joule heating. This method balances the need for high-energy input for NP control with the elimination of detrimental thermal energy. By controlling electro-elasticity and Joule heating, our approach overcomes limitations of existing NP manipulation techniques, providing a route towards rapid and gentle enrichment of diverse NP types.

有效的纳米粒子(NP)操作对于多种纳米技术应用至关重要,包括生物分子分选、药物传递优化和金属材料合成。然而,NPs的持续富集和聚焦仍然具有挑战性。在这里,我们介绍了一种微流体方法,利用可控的电弹性和焦耳加热来实现高通量、精确的NPs操作。这种方法将微流体的优点(高通量、精度和连续操作)与电场的实时控制协同结合起来,同时减轻了不利的热效应。我们展示了100纳米粒子在一个大的,直矩形微通道中的高通量聚焦。利用接近电中性的表面改性颗粒,研究了由电场和粘弹性流动相互作用引起的滑移速度驱动的潜在机制。我们定量地确定了最优控制参数,包括电场强度、流速和聚合物浓度。此外,一个简单的基于干冰的温度控制系统可以在高电场下聚焦小至20 nm的NPs,有效地减轻焦耳加热。这种方法平衡了NP控制需要的高能输入和消除有害的热能。通过控制电弹性和焦耳加热,我们的方法克服了现有NP操作技术的局限性,为快速和温和地富集各种NP类型提供了一条途径。
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引用次数: 0
Synchronized droplet nozzle for in-vacuum X-ray scattering experiments† 用于真空x射线散射实验的同步液滴喷嘴
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-10 DOI: 10.1039/D5LC00063G
Adil Ansari, Roberto C. Alvarez, Konstantinos Karpos, Dimitra Manatou, Garett Nelson, Reza Nazari, Tanner Hochberg, John Tamayo, Hannah Nockideneh, Creed Hudson, Anubhav Singhal, Divyanshu Tandon, Natasha Forrand, Hao Hu, Diandra Doppler, Mukul Sonker, Alexandra Ros, Marcus Herrmann and Richard A. Kirian

Liquid microjets are widely used at X-ray free electron laser (XFEL) facilities to deliver a variety of samples to the pulsed X-ray focus for diffraction and spectroscopy experiments. Continuous jets waste sample between exposures, which is a major problem for many samples that are expensive or difficult to produce. Synchronizing microdroplets with the X-ray pulses can greatly improve the sample delivery efficiency by simultaneously reducing flow rate and producing a thicker sample. Here, we develop 3D-printed gas dynamic virtual nozzles (GDVN) designed to eject periodic droplets, and demonstrate synchronization with an external trigger of 1 kHz via piezoelectric transduction. A co-flowing helium sheath gas allows the droplets to eject into vacuum, which minimizes X-ray gas background scatter. Alternatively, the system can operate at atmospheric pressure without the need for humidity control. A control system enhances the synchronization such that 60% of droplet positions fall within 25% of the droplet diameter. Numerical simulations are presented that match well with experimental data and reveal recirculation patterns in the meniscus, along with a detailed view of the dynamics associated with onset of triggered synchronization. The system is designed such that it can be implemented at conventional end-stations at XFEL and synchrotron facilities with minimal modification.

液体微射流被广泛应用于x射线自由电子激光(XFEL)设备,用于将各种样品输送到脉冲x射线焦点进行衍射和光谱实验。连续喷射在两次曝光之间浪费样品,这是许多样品昂贵或难以生产的主要问题。微液滴与x射线脉冲同步可以大大提高样品的输送效率,同时降低流速并产生更厚的样品。在这里,我们开发了3d打印的气体动态虚拟喷嘴(GDVN),设计用于喷射周期性液滴,并通过压电转导演示了与1 kHz外部触发器的同步。一个共同流动的氦鞘气体允许液滴喷射到真空中,从而最小化x射线气体背景散射。另外,该系统可以在大气压力下运行,而不需要湿度控制。控制系统增强了同步,使60%的液滴位置落在液滴直径的25%以内。数值模拟与实验数据相匹配,揭示了半月板中的再循环模式,以及与触发同步开始相关的动力学的详细视图。该系统的设计使得它可以在XFEL和同步加速器设施的传统端站中以最小的修改实现。
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引用次数: 0
In situ formation and culture of cell spheroids in a low-binding 3D-printed biochip 在低结合3d打印生物芯片中原位形成和培养细胞球体
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-08 DOI: 10.1039/D5LC00503E
Alexandre Martins, Sylvie Klieber, Charlotte Le Graët, Eric Leclerc, Cécile Legallais and Rachid Jellali

Organ-on-a-chip and microfluidic systems offer new ways to overcome limitations from traditional in vitro models in preclinical studies. However, the lack of standardization and important non-specific binding of tested drugs to devices commonly made of polydimethylsiloxane (PDMS) still slow down their full integration into industrial research pipelines. The goal of this study is to develop a standardized 3D-printed biochip with low-binding properties using perfluoropolyether (PFPE), allowing long-time dynamic cultures of in situ formed cellular spheroids. We first documented the non-specific binding of molecules relevant for pharmaceutical companies and mechanical and surface properties of PFPE as compared with PDMS. A new microstructured biochip was then designed and 3D-printed in PFPE to offer a 400 μL chamber containing 384 microwells. The 3D-printing fabrication protocol has been detailed considering key parameters such as UV exposure time or postcuring. Finally, 384 HepG2/C3a spheroids were formed per chip under dynamic conditions and maintained for 11 days. The high viability, functionality and polarization of the spheroids cultured in these printed PFPE biochips showed the relevance of this new microphysiological system as an alternative to PDMS devices.

器官芯片和微流控系统为克服传统体外模型在临床前研究中的局限性提供了新的途径。然而,缺乏标准化和重要的测试药物与通常由聚二甲基硅氧烷(PDMS)制成的设备的非特异性结合仍然减缓了它们完全融入工业研究管道的速度。本研究的目标是使用全氟聚醚(PFPE)开发一种具有低结合特性的标准化3d打印生物芯片,允许长时间动态培养原位形成的细胞球体。我们首先记录了与制药公司相关的分子的非特异性结合以及PFPE与PDMS相比的机械和表面特性。然后设计了一种新的微结构生物芯片,并在PFPE上进行了3d打印,该芯片具有400 μL的腔室,包含384个微孔。3d打印制造方案已经详细考虑了关键参数,如紫外线曝光时间或后固化。最后,在动态条件下,每个芯片形成384个HepG2/C3a球体,并维持11天。在这些打印的PFPE生物芯片中培养的球体具有高活力、功能性和极化性,表明这种新的微生理系统可以替代PDMS设备。
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引用次数: 0
Spatiotemporal temperature control by holographic heating microscopy unveils cellular thermosensitive calcium signalling 时空温度控制的全息加热显微镜揭示细胞热敏钙信号
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-06 DOI: 10.1039/D5LC00675A
Kotaro Oyama, Ayumi Ishii, Shuhei Matsumura, Tomoko G. Oyama, Mitsumasa Taguchi and Madoka Suzuki

Optical microheating technologies have revealed how biological systems sense heating and cooling at the microscopic scale. Sensing is based on thermosensitive biochemical reactions that frequently engage membrane proteins, Ca2+ channels, and pumps to convert sensing information as the Ca2+ signalling in cells. These findings highlight the feasibility of thermally manipulating intracellular Ca2+ signalling. However, how the thermosensitive Ca2+ signalling would behave, particularly in multicellular systems, remains elusive. In this study, to extend the ability of the spatiotemporal temperature control by optical microheating technologies, we propose holographic heating microscopy. Water-absorbable infrared (IR) laser light is modulated by a reflective liquid crystal on a silicon spatial light modulator (LCOS-SLM). A computer-generated hologram displayed on the LCOS-SLM modulates the spatial phase pattern of the IR laser light to generate predesigned temperature gradients at the microscope focal plane. The holographic heating microscopy visualises how thermosensitive Ca2+ signalling is generated and propagated in MDCK cells, rat hippocampal neurons, and rat neonatal cardiomyocytes. Moreover, the optical control of the temporal temperature gradient reveals the cooling-rate dependency of Ca2+ signalling in HeLa cells. These findings demonstrate the extended ability of holographic heating microscopy in investigating cellular thermosensitivities and thermally manipulating cellular functions.

光学微加热技术揭示了生物系统如何在微观尺度上感知加热和冷却。传感是基于热敏生化反应,经常参与膜蛋白,Ca2+通道和泵转换传感信息作为细胞中的Ca2+信号。这些发现强调了热操纵细胞内Ca2+信号的可行性。然而,热敏Ca2+信号如何表现,特别是在多细胞系统中,仍然难以捉摸。在本研究中,为了扩展光学微加热技术的时空温度控制能力,我们提出了全息加热显微镜。利用硅空间光调制器(LCOS-SLM)上的反射液晶对可吸水的红外激光进行调制。显示在LCOS-SLM上的计算机生成全息图调制红外激光的空间相位模式,以在显微镜焦平面上产生预先设计的温度梯度。全息加热显微镜显示了热敏Ca2+信号是如何在MDCK细胞、大鼠海马神经元和大鼠新生心肌细胞中产生和传播的。此外,时间温度梯度的光学控制揭示了HeLa细胞中Ca2+信号的冷却速率依赖性。这些发现证明了全息加热显微镜在研究细胞热敏性和热操纵细胞功能方面的扩展能力。
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引用次数: 0
Development of a contraction-free, vascularized full-thickness skin-on-a-chip platform for modeling immune responses and inflammation in atopic dermatitis 一种无收缩、血管化全层皮肤芯片平台的开发,用于模拟特应性皮炎的免疫反应和炎症
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-06 DOI: 10.1039/D5LC00606F
Kyunghee Kim, Hyeji Jang, Eunyul Kim, Hyeju Kim and Gun Yong Sung

The establishment of physiologically relevant in vitro skin models remains a fundamental challenge in tissue engineering, particularly concerning reliable drug screening platforms. Despite advances in conventional skin equivalents, matrix contraction has substantially impeded long-term experimental studies. Here, we report a novel non-contracting full-thickness skin equivalent incorporating a microvascular-like endothelial network that addresses these constraints. We employed an engineered porous scaffold that limits matrix contraction and supports development of a microvascular-like network. The porous support eliminated macroscopic contraction (100% area retention vs. 11.9% previous), enabling extended dermal maturation and stable long-term ALI culture. Sequential seeding of human umbilical vein endothelial cells (HUVEC), dermal fibroblasts, and keratinocytes produced a stable, interconnected vascular architecture. Network identity and perfusability were confirmed by CD31/CD144 immunofluorescence and fluorescent microsphere perfusion. This configuration permits prolonged culture stability and reproducible pharmacological assessments. The model's efficacy was evaluated through an atopic dermatitis (AD) pathological model. Upon pro-inflammatory cytokine stimulation (IL-4, IL-13, IL-22), comprehensive analyses revealed significant alterations in stratum corneum morphology, epidermal protein expression, and atopic-specific biomarkers (IL6, TSLP, CA2). Cytokine-dependent recruitment and dermal localization of HL-60 cells, demonstrated superior physiological relevance compared to avascular models. This platform represents a significant advancement in skin tissue engineering, providing a sophisticated tool for investigating dermatological pathologies and pharmacological responses, while offering a viable alternative to traditional animal testing.

建立生理相关的体外皮肤模型仍然是组织工程的一个基本挑战,特别是关于可靠的药物筛选平台。尽管在传统皮肤等效物方面取得了进展,但基质收缩实质上阻碍了长期的实验研究。在这里,我们报告了一种新型的非收缩全层皮肤等效物,其中包含解决这些限制的功能性血管网络。我们的方法利用工程多孔支架,减轻收缩力,同时促进复杂的脉管系统的发展。通过顺序培养人脐静脉内皮细胞(HUVEC)、真皮成纤维细胞和角化细胞,我们获得了显著的血管网络形成,并通过CD31/CD144免疫荧光和荧光微球灌注研究验证了这一点。这一进步使持续的培养维护和可重复的药理学评估成为可能。通过特应性皮炎(AD)病理模型评价该模型的疗效。在促炎细胞因子刺激(IL-4、IL-13、IL-22)后,综合分析显示角质层形态、表皮蛋白表达和特应性特异性生物标志物(IL6、TSLP、CA2)发生了显著变化。与无血管模型相比,通过血管网络增强的免疫细胞浸润表现出优越的生理相关性。该平台代表了皮肤组织工程的重大进步,为研究皮肤病理和药理反应提供了一个复杂的工具,同时提供了传统动物试验的可行替代方案。
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引用次数: 0
Thrombolytic Potential of “Hydrodynamic Cavitation on a Chip” Concept: Insights into Clot Degradation “芯片上的流体动力空化”概念的溶栓潜力:对凝块降解的见解
IF 6.1 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-02 DOI: 10.1039/d5lc00482a
Abuzer Alp Yetisgin, Beyzanur Ozogul, Unal Akar, RABİA MERCİMEK, Seyedali Seyedmirzaei Sarraf, Tugrul Elverdi, Ehsan Amani, Dmitry Grishenkov, Ali Kosar, Morteza Ghorbani
Thrombolysis is essential for treating vascular conditions such as pulmonary embolism and deep vein thrombosis, yet current thrombolytic drug-based approaches have notable limitations in efficacy and safety. Hydrodynamic cavitation (HC) offers drug-free clot degradation through mechanical disruption. In this study, the effects of HC exposure on thrombolysis were investigated using Clot-on-a-Chip (CoC) platform. In this regard, the thrombolytic potential of HC exposure was evaluated by analyses involving hemolysis and fibrinolysis. Furthermore, the results were compared with Acoustic Cavitation (AC), a widely studied alternative. According to the obtained results, HC exposure (482 kPa, 120 s) resulted in 12.1% released hemoglobin and a 53.4% reduction in clot mass. In contrast, AC exposure (24 kHz, 50% amplitude, 30 s) led to a 1.3-fold greater mass reduction with 26.8% released hemoglobin, likely due to additional thermal effects. Morphological analyses revealed that HC treatment significantly reduced red blood cell density in a pressure- and time-dependent manner. Notably, HC treatment effectively eroded blood clots by hemolysis with slight fibrinolysis, whereas clot erosion in AC was primarily due to hemolysis. HC achieved thrombolysis comparable to or better than AC, offering a safer, more targeted strategy. The findings will advance mechanistic understanding of cavitation-induced clot degradation and support HC’s clinical potential for thrombosis treatment.
溶栓是治疗肺栓塞和深静脉血栓形成等血管疾病的必要手段,但目前基于药物的溶栓方法在有效性和安全性方面存在明显的局限性。流体动力空化(HC)通过机械破坏提供无药物的凝块降解。在本研究中,我们使用Clot-on-a-Chip (CoC)平台研究了HC暴露对溶栓的影响。在这方面,丙型肝炎暴露的溶栓潜力通过溶血和纤溶分析进行了评估。此外,还将结果与广泛研究的声空化(AC)进行了比较。根据得到的结果,HC暴露(482 kPa, 120 s)导致血红蛋白释放12.1%,血凝块减少53.4%。相比之下,交流暴露(24 kHz, 50%振幅,30 s)导致1.3倍的质量减少,26.8%的血红蛋白释放,可能是由于额外的热效应。形态学分析显示,HC治疗以压力和时间依赖的方式显著降低红细胞密度。值得注意的是,HC治疗通过溶血和轻微的纤维蛋白溶解有效地侵蚀了血凝块,而AC治疗的血凝块侵蚀主要是由于溶血。HC的溶栓效果与AC相当或更好,提供了更安全、更有针对性的策略。这些发现将促进对空化诱导的血块降解的机制理解,并支持HC在血栓治疗方面的临床潜力。
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引用次数: 0
On-chip particle levitation and micromanipulation using bulk acoustic waves 片上粒子悬浮与体声波微操作
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-02 DOI: 10.1039/D5LC00747J
Emilie Vuille-dit-Bille, Marc-Alexandre Dubois, Junsun Hwang, Dara Bayat, Thomas Overstolz, Amit Dolev, Sarah Heub, Gilles Weder, Michel Despont and Mahmut Selman Sakar

Acoustofluidic technologies enable precise manipulation of microscale objects using travelling and standing sound waves in physiological fluids, offering exciting capabilities for biomedical and chemical applications. In particular, surface acoustic wave-based devices have shown great promise for on-chip micromanipulation, but their planar transducer configuration limits the usable workspace near the microchannel surface. Here, we present a novel acoustofluidic platform based on a digitally addressable array of piezoelectric micromachined ultrasound transducers (PMUTs) that generate bulk acoustic waves and acoustic traps within three-dimensional (3D) fluidic chambers. Through a combination of finite element modelling and experimental measurements, we quantify the acoustic field distribution and study acoustic trap formation dynamics. We demonstrate deterministic 3D levitation of particles in water at rest and under continuous flow by generating standing acoustic waves across the height of the chamber. Our results show that 30 μm polystyrene particles can be levitated to a pressure node generated 640 μm above the surface with less than 6% positional error. The system applies in-plane acoustic radiation forces as high as 90 pN to keep the particles in the trap under flow rates up to 40 μL min−1. We leverage spatiotemporal modulation of the acoustic field for continuous planar transport of microparticle aggregates. PMUT arrays are microfabricated using conventional cleanroom techniques, thus can be readily integrated with compact fluidic systems. Our work lays the foundation for the development of reconfigurable and scalable acoustofluidic micromanipulation systems, with broad potential for lab-on-chip technologies.

声学流体技术能够利用生理流体中的行进和驻声波精确操纵微尺度物体,为生物医学和化学应用提供了令人兴奋的能力。特别是,基于表面声波的器件在片上微操作方面显示出巨大的前景,但它们的平面换能器配置限制了微通道表面附近的可用工作空间。在这里,我们提出了一种基于数字可寻址压电微机械超声换能器(PMUTs)阵列的新型声流控平台,该换能器在三维(3D)流体室中产生体声波和声阱。通过有限元模拟和实验测量相结合的方法,对声场分布进行了量化,研究了声圈闭的形成动力学。我们演示了确定的三维悬浮粒子在水中,在静止和连续流动下,通过产生驻声波跨越腔室的高度。结果表明,30µm的聚苯乙烯颗粒可以悬浮在距离表面640µm的压力节点上,位置误差小于6%。该系统施加高达90 pN的平面内声辐射力,使颗粒在流速高达40 μ L/min的情况下保持在捕集器中。我们利用声场的时空调制来实现微粒聚集体的连续平面传输。PMUT阵列使用传统的洁净室技术进行微制造,因此可以很容易地与紧凑的流体系统集成。我们的工作为可重构和可扩展的声流微操作系统的发展奠定了基础,具有广泛的芯片实验室技术潜力。
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引用次数: 0
An integrated continuous-flow microfluidic sensor for long-term monitoring of microalgae growth in a tubular photobioreactor 一种用于长期监测管状光生物反应器中微藻生长的集成连续流微流控传感器
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-02 DOI: 10.1039/D5LC00546A
R. Rahul, Nikhil Prasad, R. S. Mini and S. Kumar Ranjith

Spirulina (Arthrospira platensis) is a valuable cyanobacterium used for various applications, including health supplements, cosmetics, biofertilizers, carbon capture, and biofuels. Efficient monitoring of microalgae growth in photobioreactors is crucial for optimizing yields in large-scale culturing. Existing monitoring systems take samples from the bioreactor at different intervals and perform the visualization and quantification of algae growth parameters. In this work, a microfluidic platform is mounted on a tubular photobioreactor, and the system continuously monitors the growth behavior of Spirulina over several days, with algal development captured on demand. Furthermore, the microfluidic sensor is fabricated using a novel xurography-based approach on photopolymer sheets. It captures real-time micrographs of algae continuously for 5 days (over 120 hours) under two different conditions: open-loop and closed-loop. In the open-loop configuration, the sensor hydrostatically taps the algal medium from the bioreactor at regular intervals. In contrast, the closed-loop sensor continuously (24/7) circulates the culture medium through the microchip for visualization without the use of any driving mechanism. From the micrographs, algal cell density, cell count, and trichome length are estimated continuously, and all parameters exhibited an increasing trend over time. Importantly, the cell density obtained from the microfluidic sensor closely matches with the conventional benchmark glass slide method, with an error of less than 3.3%. The microfluidic monitoring platform is found to be low-cost, accurate, fast, and efficient compared to existing systems, and moreover, it is easily amenable to automation.

螺旋藻(Arthrospira platensis)是一种有价值的蓝藻,用于各种用途,包括保健品、化妆品、生物肥料、碳捕获和生物燃料。光生物反应器中微藻生长的有效监测对于优化大规模培养产量至关重要。现有的监测系统以不同的间隔从生物反应器中采集样本,并对藻类生长参数进行可视化和量化。在这项工作中,微流体平台安装在一个管状光生物反应器上,该系统连续监测螺旋藻的生长行为数天,并根据需要捕获藻类的发育。此外,微流体传感器是利用一种新的基于光成像的方法在光聚合物片上制造的。它在开环和闭环两种不同的条件下连续5天(超过120小时)实时捕获藻类显微照片。在开环配置中,传感器以流体静力法定期从生物反应器中提取藻类培养基。相比之下,闭环传感器连续(24/7)循环培养基通过微芯片可视化,而不使用任何驱动机制。从显微照片中可以连续估计藻类细胞密度、细胞计数和毛状体长度,所有参数都随时间呈增加趋势。重要的是,从微流体传感器获得的细胞密度与传统的基准玻片法非常接近,误差小于3.3%。与现有系统相比,该微流控监测平台具有低成本、准确、快速、高效、易于自动化的特点。
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引用次数: 0
Evaluating anti-sickling therapies for sickle cell disease: a microfluidic assay for red blood cell-mediated microvascular occlusion under hypoxia 评价镰状细胞病的抗镰状细胞疗法:缺氧条件下红细胞介导的微血管闭塞的微流控试验
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-02 DOI: 10.1039/D5LC00264H
Zoe Sekyonda, Yuxuan Du, Solomon Oshabaheebwa, Payam Fadaei, Yusang B. Ley, Calvin Abonga, Michael A. Suster, Pedram Mohseni and Umut A. Gurkan

Sickle cell disease (SCD) is characterized by the polymerization of hemoglobin S (HbS) upon deoxygenation, leading to the formation of sickled red blood cells (RBCs) with reduced deformability. Under hypoxic conditions, the impaired RBC behavior significantly contributes to vaso-occlusive events, hemolysis, and end-organ damage. Consequently, RBC deformability serves as a pivotal hemorheological biomarker for evaluating disease severity and therapeutic response. The OcclusionChip, a microfluidic assay, measures RBCs deformability through microcapillary occlusion. However, its current hypoxic assay relies on a complex nitrogen gas setup, rendering it bulky, expensive, and unsuitable for point-of-care diagnostic use. Here, we optimized a chemically induced hypoxia assay using sodium metabisulfite (SMB) within the OcclusionChip platform and validated the hypoxia occlusion index (HOI) as a robust measure of RBC deformability in SCD. Optimal hypoxia conditions were established, replicating nitrogen-induced hypoxia without affecting RBC membrane integrity, reactive oxygen species (ROS) levels, or phosphatidylserine (PS) exposure. Under these conditions, RBCs from individuals with heterozygous (HbAS), HbSC, and HbSS genotypes showed significantly higher HOI compared to healthy controls (HbAA), correlating strongly with clinical biomarkers in SCD. Additionally, the HOI assay effectively assessed the efficacy of therapeutic agents, including hemoglobin-oxygen affinity modifiers (GBT021601, GBT440) and protein kinase R (PKR) activators (PKR-3, FT4202), which significantly reduced OI in SCD RBCs. Notably, combination therapies showed enhanced effectiveness, highlighting the assay's potential for optimizing treatment regimens. This study establishes the chemically induced hypoxia OcclusionChip assay as a reliable and clinically useful tool for evaluating RBC deformability in SCD, with significant potential to improve personalized treatment strategies and thus patient outcomes.

镰状细胞病(SCD)是由脱氧血红蛋白S (HbS)聚合引起的,导致形成刚性的镰状红细胞(rbc),其变形能力降低。在缺氧条件下,这种改变的红细胞流变导致血管闭塞危象、溶血和进行性终末器官损伤。因此,红细胞变形能力成为评估疾病严重程度和监测治疗效果的关键血液流变学参数。OcclusionChip是一种微流控平台,通过测量微毛细血管网络中的闭塞动力学来量化红细胞的可变形性。然而,其现有的缺氧诱导方法,依赖于氮气输送系统,是繁琐的,昂贵的,不切实际的点护理应用。在这项研究中,我们引入了一种集成在OcclusionChip中的化学诱导缺氧试验,使用焦亚硫酸钠(SMB)触发脱氧。我们建立了缺氧闭塞指数(HOI)作为SCD中红细胞变形能力的可重复性指标,优化SMB条件复制氮诱导的缺氧,同时保持红细胞膜完整性,最大限度地减少活性氧(ROS)的产生,并避免磷脂酰丝氨酸(PS)外化。与健康对照(HbAA)相比,杂合子(HbAS)、HbSC和纯合子(HbSS)基因型个体的红细胞显示出显著升高的HOI值,与已建立的SCD严重程度临床生物标志物有很强的相关性。此外,HOI测定在评估治疗干预措施方面表现出敏感性,包括氧调节剂(GBT021601、GBT401)和蛋白激酶R (PKR)激活剂(PKR-3、FT4202),它们显著降低了SCD红细胞的闭塞指数。联合治疗表现出协同效应,强调了该分析在优化治疗方案中的效用。这种化学诱导的缺氧OcclusionChip检测是一种强大的、临床可翻译的工具,用于量化SCD患者的红细胞变形能力,为推进个性化治疗策略和改善患者预后提供了巨大的希望。
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Lab on a Chip
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