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Miniaturized device for assessing calcification propensity of biohybrid implants under continuous flow 连续血流下生物杂交植入物钙化倾向的小型评估装置
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-12-17 DOI: 10.1039/D5LC00742A
Aaron D. Morgan, Robert Dzhanaev, Andrea Gorgels, Jan Ritter, Johanna C. Clauser, Felix Stockmeier, Lucas Stüwe, Christian Böhm, Stefan Jockenhoevel, Ulrich Steinseifer and Willi Jahnen-Dechent

Biohybrid implants are a promising development for cardiovascular disease treatment but suffer from problems like thrombogenesis and calcification. However, testing and validating biohybrid implants can be difficult and expensive due to material handling, fabrication methods and specialty medium components. The devices used to test potential samples can be large and expensive, requiring significant amounts of cell culture medium to operate. Additional, conventional static cell culture conditions do not accurately represent the vascular environment as shear and mechanical forces play key roles in the development of calcification. To address these challenges, a miniaturized, dual-channel flow chamber was designed and validated that allowed for real-time visualization of biohybrid calcification in a physiological environment. Computational fluid dynamics simulations were performed to determine the flow characteristics that generated physiological shear stress homogeneously across the sample surface. Micro particle tracking velocimetry measurements validated the simulated shear stresses near the sample surface. Two implant materials used for biohybrid construction, bovine pericardium and polycarbonate urethane, were inserted in the device and exposed to a flowing calcification medium for 14 days. Fluorescent fetuin-A was introduced into the calcification medium for real-time calcification monitoring. The two materials were compared with matched samples calcified in a large fatigue tester for 14 days. Our results showed similar material calcification for bovine pericardium and no calcification for polycarbonate urethane in the large fatigue tester and in our newly developed device. Biohybrid textile-reinforced fibrin-based scaffold populated with vascular smooth muscle cells started to calcify over 7 days in calcification medium. We conclude that this platform will provide novel insights into the origin and progression of pathological calcification and its potentially harmful health effects, which can occur as a result of tissue or metabolic abnormalities, disease, or implantation of certain biomaterials, by providing the ability to monitor the progression of calcification in biohybrid implants in real time, while also minimizing the cost and size of samples and reagents required for testing.

生物杂交植入物在心血管疾病治疗方面是一个很有前途的发展,但存在血栓形成和钙化等问题。然而,由于材料处理、制造方法和特殊介质组件,测试和验证生物混合植入物可能是困难和昂贵的。用于测试潜在样品的设备可能又大又贵,需要大量的细胞培养基来操作。此外,传统的静态细胞培养条件并不能准确地代表血管环境,因为剪切和机械力在钙化的发展中起着关键作用。为了解决这些问题,研究人员设计并验证了一种小型化的双通道流室,可以实时可视化生理环境中的生物杂化钙化。计算流体动力学模拟是为了确定在样品表面均匀产生生理剪切应力的流动特性。微粒子跟踪测速验证了试样表面剪切应力的模拟结果。将牛心包和聚碳酸酯聚氨酯两种用于生物杂交构建的植入材料插入装置中,暴露于流动的钙化介质中14天。在钙化培养基中引入荧光胎蛋白a,实时监测钙化情况。将两种材料与匹配的钙化试样在大型疲劳试验机上进行了14天的对比。结果表明,在大型疲劳试验机和新研制的装置中,牛心包出现了类似的钙化现象,而聚碳酸酯聚氨酯没有出现钙化现象。血管平滑肌细胞填充的生物杂化纤维蛋白增强支架在钙化培养基中放置7天后开始钙化。我们的结论是,该平台将通过实时监测生物杂交植入物中钙化进展的能力,为钙化相关心血管疾病的起源和进展提供新的见解,同时还可以最大限度地降低测试所需样品和试剂的成本和尺寸。
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引用次数: 0
Detecting HIV in Whole Blood using an Integrated Paper-based Consumable that Enables Direct Amplification of Purified RNA from Paper 使用集成的纸质耗材检测全血中的HIV,该耗材能够直接扩增从纸上纯化的RNA
IF 6.1 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-12-17 DOI: 10.1039/d5lc00897b
Alexander Evans, Alexandra Sogn, Andrea C Mora, Moses Arthur, Justin Leach, Sebastian Bosch, Shruthika Araselvan, Jeffrey Beard, Stephen Dewhurst, Charles R. Mace, Benjamin Locke Miller
A definitive diagnosis of HIV typically requires a positive nucleic acid test. Limited access to these tests means that initiation of anti-HIV therapy is delayed or does not occur in a significant part of the world. While rapid antigen tests are more broadly available, these are insufficient for diagnosis on their own. To address the challenge of improving access to HIV testing, we have developed a passive, paper-based microfluidic sample preparation device we term the QuickDraw. We demonstrate that QuickDraw efficiently processes HIV-containing finger stickquantities of whole blood to yield purified viral RNA. The output of the QuickDraw is then used as input for a colorimetric reverse transcriptase -loop-mediated isothermal amplification (RT-LAMP) assay. Coupled with sample preparation conducted with the QuickDraw, the assay demonstrated a limit of detection of 1,000 copies/mL, with a PPV of 93% and an NPV of 87%. QuickDraw simplifies viral nucleic acid sample preparation and detection by dramatically reducing the amount of equipment needed, suggesting it could be suitable for deployment in clinical and low-resource settings. By decentralizing nucleic acid testing, the QuickDraw platform has the potential to expand access to nucleic acid diagnostics in low-middle income countries (LMICs), while also supporting the UNAIDS goals for HIV detection, leading to wider access to treatment and reduced community transmission. It is also a significant step towards the goal of a simple-to-use nucleic acid-based HIV self test.
HIV的明确诊断通常需要核酸检测呈阳性。获得这些检测的机会有限,这意味着在世界很大一部分地区,抗艾滋病毒治疗的开始被推迟或没有开始。虽然快速抗原检测更广泛地可用,但这些检测本身不足以进行诊断。为了解决改善艾滋病毒检测的挑战,我们开发了一种被动的、基于纸张的微流体样品制备设备,我们称之为QuickDraw。我们证明QuickDraw有效地处理含有hiv的手指粘全血,以产生纯化的病毒RNA。然后,QuickDraw的输出用作比色逆转录酶环介导的等温扩增(RT-LAMP)测定的输入。结合QuickDraw进行的样品制备,该方法的检出限为1000拷贝/mL, PPV为93%,NPV为87%。QuickDraw通过大大减少所需设备的数量,简化了病毒核酸样品的制备和检测,这表明它可能适合在临床和资源匮乏的环境中部署。通过分散核酸检测,QuickDraw平台有可能扩大中低收入国家获得核酸诊断的机会,同时也支持联合国艾滋病规划署的艾滋病毒检测目标,从而扩大获得治疗的机会,减少社区传播。这也是朝着简单易用的基于核酸的艾滋病毒自我检测的目标迈出的重要一步。
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引用次数: 0
Sacrificial oil shell method for the generation of alginate microbeads adapted to multicellular spheroid culture 适于多细胞球体培养的海藻酸盐微球的牺牲油壳法制备
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-12-17 DOI: 10.1039/D5LC00913H
Léon Rembotte, Jean Cappello, Adrien Dewandre, Marie Mettler, Jean Septavaux, Pierre Nassoy and Benoit Scheid

Three-dimensional cell culture provides a powerful framework for studying the growth of tissue in vitro. To account for biological variability, it is important to generate a large number of model tissues within well-controlled environments. In this context, droplet microfluidics has emerged as a promising tool for encapsulating cells in extracellular matrices with well-defined mechanical properties. However, its use in biology laboratories remains limited due to technical and biological challenges. In this work, we present a simple method for encapsulating mammalian cells in alginate gel microbeads using a commercial microfluidic chip. It relies on the formation of a double emulsion with an alginate core and an oleic acid shell allowing the diffusion of calcium to achieve homogeneous crosslinking of the alginate. Encapsulated cells are viable and proliferate to form multicellular spheroids that grow under confinement within the elastic alginate hydrogel. This method avoids the need for custom chip engineering, which makes it accessible for use in standard biology laboratories. Altogether, this method offers a practical tool for investigating tissue growth in controlled microenvironments with high reproducibility.

三维细胞培养为研究体外组织生长提供了一个强有力的框架。为了解释生物变异,在良好控制的环境中产生大量的模型组织是很重要的。在这种情况下,液滴微流体已经成为一种很有前途的工具,用于将细胞包裹在具有明确机械性能的细胞外基质中。然而,由于技术和生物学方面的挑战,它在生物学实验室中的应用仍然有限。在这项工作中,我们提出了一种简单的方法,将哺乳动物细胞封装在海藻酸盐凝胶微珠中,使用商业微流控芯片。它依赖于双乳液的形成,海藻酸盐核心和油酸外壳允许钙的扩散,以实现海藻酸盐的均匀交联。被包裹的细胞是有活力的,并增殖形成多细胞球体,在弹性海藻酸盐水凝胶的限制下生长。这种方法避免了定制芯片工程的需要,这使得它可以在标准生物学实验室中使用。总之,这种方法提供了一种实用的工具,用于研究组织生长在高重复性的受控微环境。
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引用次数: 0
Tunable Single-Column Deterministic Lateral Displacement Device by Adjustable Crossflow 可调横流单柱确定性横向位移装置
IF 6.1 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-12-16 DOI: 10.1039/d5lc00786k
Miftahul Jannat Rasna, James C Sturm
Conventional deterministic lateral displacement (DLD) devices are popular for continuous size-based separation of micro-particles at a high resolution through a tilted array of periodically placed micro-posts. However, the conventional DLD devices lack tunability of the critical size of particle sorting (DC). In a conventional DLD device, the DC is fixed by the device geometry. Further, many rows and columns of micro-posts are required in the device array to provide adequate spatial separation between large and small particles after lateral bumping of large particles, which leads to large device area and potentially small throughput/area. In this work, we present a novel tunable single-column DLD device where tunability was demonstrated by adjusting crossflow applied perpendicularly to the main flow direction. Our device consists of only 8 bumping obstacles with a device area of 0.83 mm x 0.24 mm = 0.2 mm2 (without inlet/outlet ports). The ability to tune the critical size DC from below 5 µm to above 10 µm in a single structure is demonstrated with a separation efficiency of ~99.9% and the throughput/area is 45 µL/min per mm2. Further, at very high flow rates (Re > 10), the resolution degrades due to a three-dimensional fluid flow pattern.
传统的确定性横向位移(DLD)装置通过周期性放置的微柱倾斜阵列,以高分辨率连续分离基于尺寸的微颗粒。然而,传统的DLD器件缺乏粒子分选临界尺寸的可调性。在传统的DLD器件中,直流电是由器件的几何形状固定的。此外,为了在大颗粒横向碰撞后提供大颗粒和小颗粒之间足够的空间分离,器件阵列中需要许多行和列的微柱,这导致器件面积大,潜在的吞吐量/面积小。在这项工作中,我们提出了一种新的可调单柱DLD装置,其中可调性通过调整垂直于主流方向的横流来证明。我们的设备仅由8个碰撞障碍物组成,设备面积为0.83 mm x 0.24 mm = 0.2 mm2(不含进/出端口)。在单个结构中,将临界尺寸DC从5µm以下调整到10µm以上的能力被证明具有~99.9%的分离效率,吞吐量/面积为45µL/min / mm2。此外,在非常高的流速下(Re > 10),由于三维流体流动模式,分辨率会下降。
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引用次数: 0
LFC-plus: simultaneous multicolour volume cytometry for high-throughput single-cell analysis LFC-plus:同时多色体积细胞术用于高通量单细胞分析
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-12-16 DOI: 10.1039/D5LC00962F
Zhi Ling, Wenhao Liu, Kyungduck Yoon, Zijun Gao, Keyi Han, Mithila Sawant, Aparna Kesarwala and Shu Jia

Imaging flow cytometry demands a careful balance between spatial resolution, spectral multiplexing, throughput, and system complexity. Here, we present LFC-plus, a next-generation light-field cytometry platform that enables multiparametric, simultaneous multi-color, and volumetric single-cell analysis. The system integrates model-based image restoration, custom-designed light-field optics, and spectral aperture partitioning, achieving subcellular resolution in all three dimensions, a near-millimeter-scale imaging cross-section, and an analytical imaging throughput of nearly 200 000 cells per second. We validate its performance across diverse biological applications, including chemotherapy response profiling, PEG-mediated cell fusion, and stiffness-based flow migration. These results establish LFC-plus as a robust and scalable platform for high-content volumetric cytometry, with broad implications spanning fundamental biology and translational diagnostics.

成像流式细胞术需要在空间分辨率,光谱复用,吞吐量和系统复杂性之间进行仔细的平衡。在这里,我们提出了LFC-plus,下一代光场细胞检测平台,可实现多参数,同时多色和体积单细胞分析。该系统集成了基于模型的图像恢复、定制设计的光场光学和光谱孔径划分,实现了所有三个维度的亚细胞分辨率、近毫米尺度的成像截面和每秒近50万个细胞的分析吞吐量。我们在不同的生物学应用中验证了它的性能,包括化疗反应分析、peg介导的细胞融合和基于刚度的流动迁移。这些结果表明LFC-plus是一个强大的、可扩展的高含量体积细胞测定平台,在基础生物学和转化诊断领域具有广泛的意义。
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引用次数: 0
Surface acoustic wave-assisted swing-angle spray: from mechanism investigation to deposition characteristics and in vivo wound healing 表面声波辅助摆角喷雾:从机理研究到沉积特性和体内伤口愈合。
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-12-16 DOI: 10.1039/D5LC00964B
Chenhui Gai, Yu Gu, Qutong Yang, Suxiao Zhao, Yizhan Ding, Yulin Lei, Junlong Han, Hong Hu and Chen Fu

Wound care remains a significant global challenge, where delayed healing can lead to severe complications. While aerosol-based drug delivery offers a promising alternative to conventional treatments, its efficacy is often compromised by inconsistent atomization and poor distribution. Surface acoustic wave (SAW)-driven atomization can generate uniform micro-droplets but is fundamentally limited by the low propagation velocity of conventional surface mists and a fixed, unalterable spray direction. Here, we introduce a SAW-assisted swing-angle spray (SAW-SAS) strategy that overcomes these limitations. This method achieves effective, directionally adjustable spraying using only traveling SAWs, achieving targeted deposition while eliminating the need for external accelerating fields, and thereby transcending the conventional restriction of SAW atomization to the 22° Rayleigh angle. SAW-SAS produces a highly focused spray, enabling precise control over the deposition area and droplet size. We demonstrate that the swing-angle mechanism is governed by modulating the input frequency relative to the device's resonant frequency. This modulation alters the multi-modal acoustic waves in the device's edge region, which are shown by 2D simulations, shifts the internal acoustic streaming within the parent droplet and repositions the unstable oscillation point of the air–liquid interface. Deposition experiments confirmed that SAW-SAS provides excellent surface coverage with consistent droplet sizes across a range of spray angles. Furthermore, in a murine model, SAW-SAS-based drug delivery significantly accelerated skin wound healing. By using a narrow spray angle for deep drug penetration and a wider angle for broad surface coverage, our approach enables tailored drug delivery that matches the dosage to the wound's topography, thereby minimizing the risk of adverse effects from excessive drug application.

伤口护理仍然是一项重大的全球挑战,其中延迟愈合可能导致严重的并发症。虽然以气雾剂为基础的药物输送提供了一种有希望的替代传统治疗方法,但其效果往往受到雾化不一致和分布不良的影响。表面声波(SAW)驱动的雾化可以产生均匀的微液滴,但从根本上受限于传统表面雾的低传播速度和固定的、不可改变的喷雾方向。在这里,我们介绍了一种saw辅助摆动角喷雾(SAW-SAS)策略,克服了这些限制。该方法仅使用移动SAW即可实现有效的定向可调喷涂,实现了定向沉积,同时消除了对外部加速场的需求,从而超越了SAW雾化22°瑞利角的传统限制。SAW-SAS产生高度集中的喷雾,可以精确控制沉积面积和液滴大小。我们证明了摆角机制是通过调制相对于器件谐振频率的输入频率来控制的。这种调制改变了设备边缘区域的多模态声波,改变了母液滴内部的声流,并重新定位了气液界面的不稳定振荡点。沉积实验证实,SAW-SAS在不同的喷射角度范围内,具有一致的液滴尺寸,提供了良好的表面覆盖。此外,在小鼠模型中,基于saw - sas的药物递送显著加速了皮肤伤口愈合。通过使用较窄的喷雾角度来深入药物渗透,较宽的喷雾角度来覆盖较宽的表面,我们的方法可以根据伤口的地形量身定制药物输送,从而最大限度地减少过量使用药物造成的不良反应的风险。
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引用次数: 0
Sheathless prefocusing in SU-8/PDMS hybrid microchannels via sidewall-assisted bimodal acoustic field cascading 基于侧壁辅助双峰声场级联的SU-8/PDMS混合微通道无鞘预聚焦
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-12-16 DOI: 10.1039/D5LC00887E
Haixiang Zheng, Yang Zhao, Yuanpeng Ma, Suyu Ding, Dachuan Sang, Zeyi Wang, Dong Zhang and Xiasheng Guo

Sheathless prefocusing of particles and cells is a critical preparatory step in biomedical assays, while focusing performance directly impacts processing throughput and detection sensitivity. Although standing surface acoustic wave (SSAW)-based acoustofluidics has been widely used across nano- and micro-scale applications, reliance on sheath flow remains a major constraint. Here, we introduce an SU-8/PDMS hybrid microchannel fabricated through in situ injection and photopolymerization that eliminates microchannel anechoic corners by augmenting acoustic energy transmission via hybrid sidewalls. The influence of sidewall dimensions on acoustic field distribution was systematically investigated using a two-dimensional finite element model, guiding the design of a cascaded hybrid microchannel that achieved over tenfold focusing of 2.5 and 5 μm polystyrene (PS) beads without sheath flow. Comparable performance was demonstrated with human promyelocytic leukaemia (HL-60) and human umbilical vein endothelial cells (HUVECs) at processing rates up to 3 × 104 cells per min, confirming broad biological applicability. The modular and fabrication-friendly architecture presents a versatile sheathless prefocusing solution for integrated acoustofluidic systems.

颗粒和细胞的无鞘预聚焦是生物医学检测的关键准备步骤,而聚焦性能直接影响处理吞吐量和检测灵敏度。尽管基于驻表面声波(SSAW)的声流体技术在纳米和微尺度应用中得到了广泛的应用,但对护套流动的依赖仍然是一个主要的限制。在这里,我们介绍了一种通过原位注射和光聚合制备的SU-8/PDMS混合微通道,通过增加通过混合侧壁的声能传输来消除微通道的消声角。利用二维有限元模型系统研究了侧壁尺寸对声场分布的影响,指导了级联混合微通道的设计,该微通道实现了2.5/5 μm聚苯乙烯(PS)微珠在无护套流动的情况下超过10倍的预聚焦。人类早幼粒细胞白血病细胞获得了类似的性能,速率高达1×104细胞/分钟,证实了生物学适用性。模块化和易于制造的架构为集成声流系统提供了多功能无套预聚焦解决方案。
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引用次数: 0
An integrated microfluidic system for automated extraction of in vitro transcribed mRNAs via probe-coated magnetic beads† 利用探针包覆磁珠自动提取体外转录mrna的集成微流体系统
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-12-15 DOI: 10.1039/D5LC00938C
Swati T. Gurme, Yu-Ting Su, Bhushan Koparde, Lily Hui-Ching Wang and Gwo-Bin Lee

Extraction and purification of mRNA are critical steps for diverse molecular biological applications, including gene expression analyses, vaccine development, and genomic assays. To enhance mRNA extraction efficiency, we designed an integrated microfluidic chip capable of isolating in vitro transcribed (IVT) mRNAs (up to 93%) via probe-coated magnetic beads without the need for high-speed centrifugation, organic solvents, or cooling conditions. mRNA-specific probe-coated magnetic beads were employed, thereby automating the entire workflow, including IVT, DNase treatment, mRNA extraction, and reverse transcription (RT) could all be performed on-chip. This advancement is particularly significant for on-chip transcription–translation coupled with puromycin linker association (TRAP) display screening applications. Quantitative reverse transcription polymerase chain reaction (qRT-PCR) analysis confirmed the device's ability to selectively capture mRNA with a high capture efficiency of 93% within 15 minutes and 48% of thermal release efficiency after 10 minutes at 95 °C. By incorporating this optimized approach into a fully automated lab-on-chip system, puromycin-linked mRNAs could be directly used for peptide screening of kinesin family member 2C (KIF2C), a protein overexpressed in aggressive cancers.

mRNA的提取和纯化是多种分子生物学应用的关键步骤,包括基因表达分析、疫苗开发和基因组分析。为了提高mRNA的提取效率,我们设计了一种集成的微流控芯片,能够通过探针包覆的磁珠分离体外转录(IVT) mRNA(高达93%),而无需高速离心,有机溶剂或冷却条件。采用mRNA特异性探针包覆磁珠,从而自动化整个工作流程,包括IVT, dna酶处理,mRNA提取和逆转录(RT)都可以在芯片上进行。这一进展对于片上转录-翻译与嘌呤霉素连接体关联(TRAP)显示筛选应用尤其重要。定量逆转录聚合酶链反应(qRT-PCR)分析证实了该装置选择性捕获mRNA的能力,在95°C下,15分钟内捕获效率高达93%,10分钟后热释放效率为48%。通过将这种优化的方法整合到全自动实验室芯片系统中,嘌呤霉素相关mrna可以直接用于激酶家族成员2C (KIF2C)的肽筛选,KIF2C是一种在侵袭性癌症中过度表达的蛋白质。
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引用次数: 0
Acoustic Probing of New Biomarkers for Rapid Sickle Cell Disease Screening 镰状细胞病快速筛查新生物标志物的声学探测
IF 6.1 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-12-12 DOI: 10.1039/d4lc00847b
Nakul Sridhar, Meiou Song, Michael Stowell, Kathryn Hassell, Xiaoyun Ding
Sickle cell disease (SCD) remains a critical global health issue, with high child mortality in low-resource regions. Early screening and diagnosis is essential for improving health outcomes, but conventional screening methods are unsuitable for widespread use due to the high costs of laboratory equipment. There is an urgent need for portable, cost-effective, and user-friendly point-of-care tools that can quickly assess blood health. Here, we explore two new biomarkers enabled by acoustic probing for rapid SCD screening: cell membrane stability from measuring red blood cell (RBC) lysis temperature in whole blood, and plasma protein concentration from measuring relative protein precipitation in blood plasma. Both biomarkers effectively differentiate healthy HbAA samples from pre-/no transfusion HbSS samples with high accuracy. Additionally, the RBC lysis biomarker can distinguish post-transfusion exchange HbSS samples with a lower percentage of sickled cells, indicating the potential to initially screen for milder forms of SCD as well as sickle cell trait.
镰状细胞病(SCD)仍然是一个严重的全球健康问题,在资源匮乏地区儿童死亡率很高。早期筛查和诊断对于改善健康结果至关重要,但由于实验室设备成本高昂,传统筛查方法不适合广泛使用。迫切需要一种便携式、具有成本效益和用户友好的护理点工具,可以快速评估血液健康。在这里,我们探索了两种新的生物标志物,通过声学探测来快速筛选SCD:通过测量全血中红细胞(RBC)裂解温度来测量细胞膜稳定性,以及通过测量血浆中相对蛋白质沉淀来测量血浆蛋白浓度。这两种生物标志物都能有效区分健康的HbAA样本和输血前/未输血的HbSS样本,准确度很高。此外,红细胞溶解生物标志物可以区分输血后交换的HbSS样本中镰状细胞的比例较低,这表明初步筛选轻度SCD和镰状细胞特征的潜力。
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引用次数: 0
Implementation of reconfigurable logic-in memory in a cultured neuronal network with a crossbar structure 可重构逻辑存储器在培养神经网络中的实现
IF 5.4 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-12-12 DOI: 10.1039/D5LC00542F
Yonghee Bae, Kyo-Seok Lee, Sun-Mi Lee, Jeong-O Lee and Kyung-Hwa Yoo

The concept of logical neural networks, proposed by McCulloch and Pitts, along with Hebb's postulate of learning—specifically, spike-timing-dependent plasticity (STDP), has had a substantial influence on the development of brain-inspired computing research. To investigate how these concepts affect the computational principles used by real neurons, 4 × 4 crossbar neuronal networks were constructed on multi-electrode arrays (MEAs) with PDMS microfluidic channels, allowing for precise control of neural connectivity. Spatiotemporal recording of neural activity using MEAs revealed that threshold voltages and response times varied according to pre-post spike timing, consistent with established STDP mechanisms. Potentiated states exhibited retention times exceeding 6 h. We implemented reconfigurable logic gates through synaptic plasticity—an initial AND gate transitioned to an OR gate upon potentiation, while subsequent depression reversed this change. These findings confirm that reconfigurable logic-in memory can be achieved in crossbar neuronal networks through STDP learning, offering insights into neuromorphic research.

McCulloch和Pitts提出的逻辑神经网络概念,以及Hebb关于学习的具体假设,即spike- time -dependent plasticity (STDP),对大脑启发的计算研究的发展产生了重大影响。为了研究这些概念如何影响真实神经元使用的计算原理,4×4交叉杆神经元网络在具有PDMS微流体通道的多电极阵列(MEAs)上构建,允许精确控制神经连接。利用MEAs对神经活动的时空记录显示,阈值电压和响应时间随峰值前后时间的变化而变化,与已建立的STDP机制一致。增强状态的保持时间超过6小时。值得注意的是,我们成功地通过突触可塑性实现了可重构逻辑门——一个初始的与门在增强时过渡到一个或门,而随后的抑制逆转了这一变化。这些发现证实,通过STDP学习可以在交叉杆神经元网络中实现可重构的逻辑记忆,为神经形态研究提供了见解。
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引用次数: 0
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