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Micro pharmacokinetics-pharmacodynamics monitoring of anti-Parkinson's disease drugs using a microphysiological BBB-brain organ-on-a-chip. 微药代动力学-使用微生理bbb -脑器官芯片监测抗帕金森病药物的药效学。
IF 9.9 1区 工程技术 Q1 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-02-03 DOI: 10.1038/s41378-025-01116-w
Yu Zhong, Ming Huang, Xia Cao, Ren-Yi Lin, Zi-Yang Zhang, Qian-Qian Zhu, Yun Lei, Ai-Lin Liu

Establishing robust pharmacokinetics-pharmacodynamics (PK-PD) correlations remains a major challenge owing to high selectivity and low permeability of the blood-brain barrier (BBB), which limits the predictive power of conventional plasma pharmacokinetics on specific brain tissue. Here, we present a highly biomimetic microfluidic BBB-brain organ-on-a-chip combined with liquid chromatography-mass spectrometry (LC-MS) and electrochemical sensing technology for micro PK-PD monitoring with target cells. The platform incorporates human cerebral microvascular endothelial cells and neuron-like cells cultured on opposite sides of a collagen/fibronectin-modified porous membrane under physiological shear stress. This configuration reinforces the physical, metabolic and physiological barrier functions of BBB, as evidenced by the high expression of tight junction proteins, low apparent permeability, expression of efflux transporters, and reversible response to hypertonic stimuli. A neurodegenerative disease model is induced using 1-methyl-4-phenylpyridinium iodide (MPP+) to recapitulate key pathological features of early-stage Parkinson's disease. The pharmacokinetic profile of pramipexole (PPX) is monitored using both LC-MS and an integrated, regenerable electrochemical sensor. The sensor enables in situ, real-time and online detection of PPX with high sensitivity and specificity, showing strong concordance with LC-MS. Furthermore, neurotransmitter (norepinephrine) exocytosis level is quantified as a pharmacodynamic indicator, enabling micro PK-PD correlation within the disease-on-a-chip model. Collectively, the proposed new method for micro PK-PD study is expected to provide great prospects for the preclinical screening and action mechanism research of novel anti-Parkinson's disease drugs.

由于血脑屏障(BBB)的高选择性和低渗透性,限制了传统血浆药代动力学对特定脑组织的预测能力,因此建立强大的药代动力学-药效学(PK-PD)相关性仍然是一个主要挑战。在这里,我们提出了一种高度仿生的微流体bbb -脑器官芯片,结合了液相色谱-质谱(LC-MS)和电化学传感技术,用于靶细胞的微PK-PD监测。该平台将人大脑微血管内皮细胞和神经元样细胞培养在生理剪切应力下的胶原/纤维连接蛋白修饰的多孔膜的两侧。这种结构增强了血脑屏障的物理、代谢和生理屏障功能,紧密连接蛋白的高表达、低表观通透性、外排转运蛋白的表达以及对高渗刺激的可逆反应都证明了这一点。用1-甲基-4-苯基碘化吡啶(MPP+)诱导神经退行性疾病模型,以概括早期帕金森病的关键病理特征。使用LC-MS和集成的可再生电化学传感器监测普拉克索(PPX)的药代动力学特征。该传感器可实现PPX的原位、实时和在线检测,具有较高的灵敏度和特异性,与LC-MS具有较强的一致性。此外,神经递质(去甲肾上腺素)胞吐水平被量化为药效学指标,在芯片疾病模型中实现了微PK-PD相关性。综上所述,本文提出的微PK-PD研究新方法有望为新型抗帕金森病药物的临床前筛选和作用机制研究提供广阔的前景。
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引用次数: 0
Low-loss SAW RFID using the reflective multistrip coupler as reflectors. 使用反射多带耦合器作为反射器的低损耗SAW RFID。
IF 9.9 1区 工程技术 Q1 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-02-03 DOI: 10.1038/s41378-026-01183-7
Junhao Cao, Tianyi He, Guangzu Zhang, Qiuyun Fu, Huan Liu, Leonhard Reindl, Wei Luo

Surface acoustic wave radio frequency identification (SAW RFID) has gained widespread adoption in remote sensing and identification. However, conventional SAW RFID tags suffer from significant energy loss due to the inherently low reflectance of standard reflectors, fundamentally limiting their wireless interrogation range. To address this limitation, this paper proposes a novel SAW RFID architecture employing reflective multistrip couplers (RMSCs), which exploit the velocity difference between symmetric and antisymmetric wave modes to achieve coherent reflection, thereby circumventing conventional electrical or mechanical reflection mechanisms. Numerical simulations were conducted to analyze performance deterioration induced by parasitic resistances and capacitance and to identify the optimal strip number for peak reflectance. The fabricated RMSC reflector achieves a low loss of 1 dB, with a reflectance difference of merely 0.33 dB compared to the simulation results. A 433 MHz SAW RFID prototype implementing RMSC reflectors on a 128°YX-LiNbO3 single-crystal substrate demonstrated a -10.63 dB peak time-domain amplitude at room temperature, representing a substantial improvement over conventional designs. Temperature characterization from -20 °C to 90 °C revealed linear functions in time delay and phase responses, with coefficients of determination (R2) exceeding 0.9999. These results validate the RMSC reflector as a high-reflectance solution for enhancing SAW RFID performance, suggesting significant potential for long-range wireless sensing applications.

表面声波射频识别(SAW RFID)在遥感和识别领域得到了广泛的应用。然而,传统的SAW RFID标签由于标准反射器固有的低反射率而遭受显著的能量损失,从根本上限制了它们的无线询问范围。为了解决这一限制,本文提出了一种采用反射多带耦合器(rmsc)的新型SAW RFID架构,该架构利用对称和反对称波模式之间的速度差来实现相干反射,从而绕过传统的电气或机械反射机制。通过数值模拟分析了寄生电阻和寄生电容对器件性能的影响,并确定了峰值反射率的最佳条带数。制作的RMSC反射器的损耗低至1 dB,与仿真结果相比,反射率相差仅为0.33 dB。在128°YX-LiNbO3单晶衬底上实现RMSC反射器的433 MHz SAW RFID原型在室温下显示出-10.63 dB的峰值时域振幅,比传统设计有了很大的改进。从-20℃到90℃的温度表征显示,时滞和相位响应呈线性函数,决定系数(R2)超过0.9999。这些结果验证了RMSC反射器作为提高SAW RFID性能的高反射解决方案,表明远程无线传感应用的巨大潜力。
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引用次数: 0
Long-term high-temperature aging mechanism of copper-metallized through-glass vias: a combined nanoindentation test and hybrid Potts-phase field simulation study. 金属化铜玻璃通孔的长期高温老化机理:纳米压痕试验与混合波茨相场模拟相结合的研究。
IF 9.9 1区 工程技术 Q1 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-02-02 DOI: 10.1038/s41378-026-01160-0
Junwei Chen, Zezhan Li, Bin Yang, Xiao Hu, Wenyu Li, Zichuan Li, Xuyang Yan, Zhoudong Yang, Jiao Liang, Guannan Yang, Chao Gu, Changran Zheng, Chengqiang Cui, Guoqi Zhang, Jiajie Fan

The reliability of through-glass via (TGV) interconnects is critical for advanced semiconductor packaging. This work investigates microstructural and mechanical evolution in electroplated TGV-Cu subjected to long-term aging at 250 °C. TGV samples were fabricated via laser-induced etching and double-sided copper electroplating, then aged for up to 1008 h. Nanoindentation revealed region-dependent reductions in hardness (from 2.0-2.5 GPa to below 0.5 GPa) and modulus (from 110-130 GPa to 40-90 GPa), with surface-near regions most affected. The glass substrate maintained stable mechanical properties until microcracks formed after 1008 h. EBSD quantification showed grain-size enlargement from 0.46 µm to 1.86 µm and a concurrent decrease in dislocation density. Molecular dynamics simulations of 3, 4, 5 nm grains corroborated the inverse relationship between grain size and micro-mechanical properties. A hybrid Potts-phase field model further linked grain coarsening to stress relaxation and elastic-energy minimization, revealing that as grains grow, the overall von Mises stress in the structure decreases; high-modulus grains retain relatively higher local stresses, while low-modulus, low-stress grains exhibit faster growth rates. Electrical I-V measurements confirmed stable ohmic behavior, despite a drop in insulation resistance. These integrated experimental and computational insights provide theoretical guidance for optimizing TGV interposer design and ensuring long-term operational reliability in heterogeneous integration technologies.

玻璃通孔(TGV)互连的可靠性对先进的半导体封装至关重要。本文研究了电镀TGV-Cu在250°C长期时效下的显微组织和力学演变。采用激光诱导蚀刻和双面镀铜法制备TGV样品,并时效至1008 h。纳米压痕显示硬度(从2.0-2.5 GPa降至0.5 GPa以下)和模量(从110-130 GPa降至40-90 GPa)的降低与区域有关,近表面区域受影响最大。1008 h后,玻璃基板的力学性能保持稳定,直至形成微裂纹。EBSD量化显示,晶粒尺寸从0.46µm增大到1.86µm,同时位错密度降低。3、4、5 nm晶粒的分子动力学模拟证实了晶粒尺寸与微观力学性能之间的反比关系。混合potts -相场模型进一步将晶粒粗化与应力松弛和弹性能量最小化联系起来,表明随着晶粒长大,结构中的总体von Mises应力减小;高模量晶粒保持相对较高的局部应力,而低模量、低应力晶粒表现出更快的生长速率。电I-V测量证实了稳定的欧姆行为,尽管绝缘电阻下降。这些综合的实验和计算见解为优化TGV中间层设计和确保异构集成技术的长期运行可靠性提供了理论指导。
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引用次数: 0
Sensitivity enhancement of surface plasmon resonance biosensors based on versatile nanostructures: principle, fabrication, and illustrative applications. 基于多用途纳米结构的表面等离子共振生物传感器的灵敏度增强:原理、制造和说明性应用。
IF 9.9 1区 工程技术 Q1 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-01-28 DOI: 10.1038/s41378-025-01118-8
Xiantong Yu, Yufeng Yuan, Jun Zhou, Min Chang, Shuwen Zeng, Songlin Zhuang

Surface plasmon resonance (SPR) biosensoris a new type of high sensitivity, real-time, label-free detection technology, which plays an increasingly important role in the biomedicine field. Considering the urgent requirement of trace detection, especially for diagnosing early-stage diseases, the demand for high detection sensitivity of sensors is increasing. In recent years, various nanostructures have been proposed to design SPR biosensors. By constructing composite nanostructures, the detection sensitivity has been significantly enhanced, which has become a promising solution to expand the application of SPR biosensors. This review systematically summarized the basic principle, fabrication and illustrative application of SPR biosensors based on versatile nanostructures. Firstly, the mechanisms of various nanostructures to enhance the detection sensitivity of SPR biosensors were clarified. Then, the preparation strategies of various nanostructures were comprehensively illustrated. In addition, this review also summarized the latest applications of SPR biosensors with different structures. Finally, this review carefully highlighted the current challenges and possible development directions in future.

表面等离子体共振(SPR)生物传感器是一种新型的高灵敏度、实时、无标记的检测技术,在生物医学领域发挥着越来越重要的作用。由于对痕量检测的迫切需求,特别是对早期疾病的诊断,对传感器的高检测灵敏度的要求越来越高。近年来,人们提出了各种纳米结构来设计SPR生物传感器。通过构建复合纳米结构,显著提高了SPR生物传感器的检测灵敏度,成为扩大SPR生物传感器应用的一个有前景的解决方案。本文系统地综述了基于多用途纳米结构的SPR生物传感器的基本原理、制备方法及其应用。首先,阐明了各种纳米结构提高SPR生物传感器检测灵敏度的机理。然后,全面阐述了各种纳米结构的制备策略。此外,本文还综述了不同结构的SPR生物传感器的最新应用。最后,对当前面临的挑战和未来可能的发展方向进行了梳理。
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引用次数: 0
Innovations in skin microphysiological systems for nonclinical testing and FDA modernization. 创新皮肤微生理系统的非临床测试和FDA现代化。
IF 9.9 1区 工程技术 Q1 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-01-28 DOI: 10.1038/s41378-025-01149-1
Taeim Lee, Sang Yoon Kyung, Minseo Kwon, Byoungjun Park, Jihoon Ko

Recent innovations in skin microphysiological systems (MPSs) have gained momentum following regulatory advances such as the FDA Modernization Act 2.0 and the global shift toward alternatives to animal testing. This review highlights the development of three major technologies-3D bioprinting, skin organoids, and skin-on-a-chip-and their roles in replicating human skin physiology for research and preclinical applications. We examine how these platforms model complex skin functions, including epidermal barrier formation, vascular and immune interactions, and disease phenotypes such as psoriasis, atopic dermatitis, melanoma, and viral infections. In addition to summarizing their utility in toxicological screening and therapeutic evaluation, we explore how current OECD test guidelines may guide future validation efforts. Finally, we discuss emerging strategies for integrating automation and machine learning-based image analysis to enable scalable, high-content screening of skin MPS models across diverse applications.

随着FDA现代化法案2.0和全球转向动物试验替代品等监管进步,最近皮肤微生理系统(mps)的创新获得了动力。本文综述了生物3d打印、皮肤类器官和芯片上皮肤这三种主要技术的发展,以及它们在研究和临床前应用中复制人体皮肤生理学的作用。我们研究了这些平台如何模拟复杂的皮肤功能,包括表皮屏障形成,血管和免疫相互作用,以及牛皮癣,特应性皮炎,黑色素瘤和病毒感染等疾病表型。除了总结其在毒理学筛选和治疗评估中的效用外,我们还探讨了当前OECD测试指南如何指导未来的验证工作。最后,我们讨论了集成自动化和基于机器学习的图像分析的新兴策略,以实现跨不同应用的可扩展,高含量的皮肤MPS模型筛选。
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引用次数: 0
Optimal inter-electrode distances for maximizing single unit yield per electrode in neural recordings. 在神经记录中,最大限度地提高每电极的单产率的最佳电极间距离。
IF 9.9 1区 工程技术 Q1 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-01-26 DOI: 10.1038/s41378-025-01115-x
Domokos Meszéna, Ward Fadel, Róbert Tóth, Angelique C Paulk, Sydney S Cash, Ziv Williams, Tamás Kiss, Marcell Stippinger, Lucia Wittner, Richárd Fiáth, Zoltán Somogyvári

State-of-the-art high-density multielectrode arrays enable the recording of simultaneous spiking activity from hundreds of neurons. Although significant efforts have been dedicated to enhancing neural recording devices and developing more efficient sorting algorithms, there has been relatively less focus on the allocation of microelectrodes-a factor that undeniably affects spike sorting effectiveness and ultimately the total number of detected neurons. Here, we systematically examined the relationship between optimal electrode spacing and spike sorting efficiency by creating virtual sparser layouts from high-density recordings through spatial downsampling. We assessed spike sorting performance by comparing the quantity of well-isolated single units per electrode in sparse configurations across various brain regions (neocortex and thalamus), species (rat, mouse, and human) and various spike-sorting algorithms. Enabling the theoretical estimation of optimal electrode arrangements, we complement experimental results with a geometrical modeling framework. Contrary to the general assumption that higher electrode density inherently leads to more efficient sorting, both our theoretical and experimental results reveal a clear optimum for electrode spacing specific to species and regions. We demonstrate that carefully choosing optimal electrode distances could yield a total of 1.7-3.75 times increase in spike sorting efficiency. These findings emphasize the necessity of species- and region-specific microelectrode design optimization.

最先进的高密度多电极阵列可以同时记录数百个神经元的尖峰活动。尽管在增强神经记录设备和开发更有效的分类算法方面已经做出了巨大的努力,但对微电极分配的关注相对较少——这是一个不可否认会影响脉冲分类效率和最终检测到的神经元总数的因素。在这里,我们系统地研究了最佳电极间距和尖峰排序效率之间的关系,通过空间下采样从高密度记录中创建虚拟稀疏布局。我们通过比较不同大脑区域(新皮层和丘脑)、物种(大鼠、小鼠和人类)和各种spike排序算法中稀疏配置中每个电极隔离良好的单个单元的数量来评估spike排序性能。使最佳电极安排的理论估计,我们补充实验结果与几何建模框架。与一般的假设相反,更高的电极密度必然导致更有效的分选,我们的理论和实验结果都揭示了特定物种和地区的电极间距的明确最佳。我们证明,仔细选择最佳电极距离可以产生1.7-3.75倍的尖峰分选效率提高。这些发现强调了物种和区域特异性微电极设计优化的必要性。
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引用次数: 0
A magnetically actuated robotic capsule endoscope for in-situ visualization and microneedle-mediated targeted drug delivery in gastrointestinal tract. 一种磁驱动机器人胶囊内窥镜,用于原位可视化和微针介导的胃肠道靶向药物递送。
IF 9.9 1区 工程技术 Q1 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-01-26 DOI: 10.1038/s41378-025-01145-5
Weiyuan Chen, Jianbo Sui, Xiaobiao Cao, Jiahao Huang, Fuqian Chen, Ke Zhao, Yuanyuan Li, Xiaxu Liu, Zhishan Yuan, Jinxiu Zhang, Lelun Jiang, Xi Xie, Chengyong Wang

Capsule endoscopy has revolutionized gastrointestinal (GI) diagnosis but is limited to imaging, often requiring invasive procedures for subsequent therapy. This work presents a magnetically actuated robotic capsule endoscope (MARCE) that integrates controllable magnetic navigation, real-time visualization, and targeted drug delivery via microneedle patches to bridge the gap between diagnosis and therapy. The MARCE features a retractable micro-camera for continuous monitoring of the GI tract, dual-layer hyaluronic acid microneedle patches enabling multi-point drug administration, and an electrothermally triggered protective cover to prevent premature dissolution in GI fluids. Sized similarly to conventional clinical capsules (11.8 mm in diameter and 21.5 mm in length), the MARCE demonstrates controlled epinephrine release from its microneedle patches (up to 0.4 mg) and provides sufficient magnetic actuation force (~0.58 N) and torque (~18.4 N mm) for intestine locomotion and penetration. Driven by a custom-developed electromagnetic actuation system, the MARCE achieves precise 3D locomotion with an average positional error <1.5 mm controlled microneedles penetration (with a peak force of 0.15 N), and successful drug delivery across multiple lesions in ex-vivo porcine intestinal tissue. This integrated platform streamlines diagnostic-therapeutic workflows, offering a minimally invasive solution for GI disorders such as bleeding, with potential to enhance patient comfort and treatment precision.

胶囊内窥镜已经彻底改变了胃肠道(GI)的诊断,但仅限于成像,通常需要侵入性手术进行后续治疗。这项工作提出了一种磁驱动机器人胶囊内窥镜(MARCE),它集成了可控磁导航、实时可视化和通过微针贴片靶向给药,以弥合诊断和治疗之间的差距。MARCE的特点是一个可伸缩的微型摄像头,用于连续监测胃肠道,双层透明质酸微针贴片,用于多点给药,电热触发保护罩,防止胃肠道液体过早溶解。与传统临床胶囊(直径11.8 mm,长度21.5 mm)的大小相似,MARCE的微针贴片可以控制肾上腺素的释放(高达0.4 mg),并提供足够的磁致动力(~0.58 N)和扭矩(~18.4 N mm),用于肠道运动和渗透。在定制开发的电磁驱动系统的驱动下,MARCE以平均位置误差实现精确的3D运动
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引用次数: 0
Dean migration mechanisms: facilitating the control of microbial contaminants in cell therapy product manufacturing. 迪恩迁移机制:促进细胞治疗产品制造中微生物污染物的控制。
IF 9.9 1区 工程技术 Q1 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-01-26 DOI: 10.1038/s41378-025-01043-w
Junhao Tan, Jianbo Yang, Junjie Huang, Ziming Huang, Liang Xu, Weizhao Yao, Chengshun Shen, Ming Zhao, Luping Zhou

Cell therapy products are rapidly transforming clinical practice, but their short shelf-lives and inability to undergo terminal sterilization create major challenges for sterility testing. Conventional rapid microbiological methods (RMMs) are hindered by the dense cellular background of therapeutic samples, which masks rare microbial contaminants and necessitates pre-analytical processing. Efficient separation of microorganisms from high-density cell suspensions is therefore a critical prerequisite for enabling real-time, in-process sterility assurance. Here, we systematically elucidate the Dean flow-dominated migration mechanism and determine its effective range for continuous, label-free separation of non-typical contaminants ≤ 5 μm in microchannels exceeding 40 μm in height. We demonstrate that particles with ap/h < 0.05 undergo exclusive Dean-induced lateral migration, while those near the inertial focusing threshold (ap/h ≈ 0.07) exhibit a Reynolds number-dependent transition between unfocused and centerline-focused streams. Leveraging these principles, we designed optimized channel geometries that achieved > 95% separation efficiency and > 96% purity of T cells versus three morphologically distinct bacteria at 10⁵ bacteria/mL. At ultra-low loads (< 10 CFU/mL), culture-based assays confirmed 100% detection for inocula > 1 CFU/mL. Our findings validate Dean migration as a governing mechanism for submicron particle separation and provide a path toward integrating microfluidic modules into closed CAR-T manufacturing platforms, advancing real-time microbial quality control in cell therapy production.

细胞治疗产品正在迅速改变临床实践,但它们的保质期短,无法进行绝育,这给无菌检测带来了重大挑战。传统的快速微生物学方法(RMMs)受到治疗样品密集的细胞背景的阻碍,这些细胞背景掩盖了罕见的微生物污染物,并且需要进行分析前处理。因此,从高密度细胞悬浮液中有效分离微生物是实现实时、过程中无菌保证的关键先决条件。在这里,我们系统地阐明了Dean流主导的迁移机制,并确定了其在高度超过40 μm的微通道中连续、无标记分离≤5 μm的非典型污染物的有效范围。我们证明,在10个5个细菌/mL时,T细胞与三种形态不同的细菌的分离效率为ap/h 95%,纯度为> 96%。在超低负荷(< 10 CFU/mL)下,基于培养的试验证实接种bbb10 CFU/mL的检出率为100%。我们的研究结果验证了Dean迁移作为亚微米颗粒分离的控制机制,并为将微流体模块集成到封闭的CAR-T制造平台提供了一条途径,推进了细胞治疗生产中的实时微生物质量控制。
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引用次数: 0
Portable and label-free optical detection of sweat glucose using functionalized plasmonic nanopillar array. 使用功能化等离子体纳米柱阵列的便携式无标签汗液葡萄糖光学检测。
IF 9.9 1区 工程技术 Q1 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-01-26 DOI: 10.1038/s41378-025-01152-6
Ling Liu, Kuo Zhan, Joni Kilpijärvi, Matti Kinnunen, Yingqi Zhao, Yuan Zhang, Mulusew W Yaltaye, Yang Li, Artem Zhyvolozhnyi, Anatoliy Samoylenko, Seppo Vainio, Jianan Huang

Continuous glucose monitoring (CGM) is vital for diabetes care, but current invasive electrochemical sensors of blood glucose often cause potential infection and skin irritation. Non-invasive sensors in sweat glucose are promising alternatives but limited by low sensitivity and poor compatibility with complex sweat environments, because the sweat glucose has concentrations of 20 - 600 μmol/L and are 100-fold more dilute than the blood glucose. Here, we report a portable optical sensing system that integrates an optical watch prototype with functionalized plasmonic silver-coated silicon nanopillars substrate for non-invasive and label-free glucose detection in sweat. The nanopillar sensor with wide-range plasmonic hot spots is functionalized with 4-mercaptophenylboronic acid for selective glucose capture and optical signal transduction through both Raman scattering and plasmonic detection. The optical watch system has a compact LED illumination at 623-660 nm and wireless transmission of data to a smartphone application. Significantly, the whole system demonstrated excellent sensitivity down to 22 μmol/L and high selectivity in detecting glucose in artificial sweat, which were validated by human sweat samples to confirm its applicability in real-life scenarios. Our study offers a promising portable and non-invasive alternative to traditional CGM and highlights the potential of integrating nanophotonic sensors with wearable platforms for continuous health monitoring and personalized medicine.

连续血糖监测(CGM)对糖尿病治疗至关重要,但目前的侵入式电化学血糖传感器往往会引起潜在的感染和皮肤刺激。由于汗液中葡萄糖的浓度为20 ~ 600 μmol/L,比血糖稀释100倍,因此无创汗液葡萄糖传感器是一种很有前景的替代方法,但其灵敏度低,与复杂汗液环境的兼容性差。在这里,我们报告了一种便携式光学传感系统,该系统将光学手表原型与功能化等离子体镀银硅纳米柱衬底集成在一起,用于无创和无标签的汗液葡萄糖检测。采用4-巯基苯基硼酸对具有宽范围等离子体热点的纳米柱传感器进行功能化,通过拉曼散射和等离子体检测实现选择性葡萄糖捕获和光信号转导。该光学手表系统具有623-660纳米的紧凑型LED照明,并可将数据无线传输到智能手机应用程序。该系统对人工汗液中葡萄糖的检测灵敏度低至22 μmol/L,具有很高的选择性,并通过人体汗液样品验证了该系统在实际应用中的适用性。我们的研究为传统的CGM提供了一种有前途的便携式和非侵入性替代方案,并强调了将纳米光子传感器与可穿戴平台集成在一起的潜力,用于持续健康监测和个性化医疗。
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引用次数: 0
Ensemble-learning-assisted exhaled gas disease analysis based on in-situ construction of MOF-derived MOx/GaN heterojunction sensor arrays. 基于mof衍生MOx/GaN异质结传感器阵列原位构建的集成学习辅助呼出气体疾病分析。
IF 9.9 1区 工程技术 Q1 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-01-26 DOI: 10.1038/s41378-025-01150-8
Donghui Li, Weili Wang, Qi Duan, Yuxuan Wang, Hongtao Wang, Xiuli He, Guojing Wang, Weidong Wang, Hongwei Li, Dan Han, Shengbo Sang

Human exhaled gas is rich in biomarker information that could be used for early diagnosis of disease. With the development of nanotechnology and the Internet of Medical Things (IoMT), AI-assisted nano gas sensor arrays as a non-invasive exhaled gas detection platform brings fascinating technological solutions to the field of breath detection. Herein, we designed a new heterojunction sensing array by anchoring n-GaN nanoparticles on MOF-derived p-MOx porous nanosheets. The gas sensor arrays demonstrated remarkable response speed (10 s), excellent repeatability, and extreme anti-humidity with a lower detection limit of 1 ppb at room temperature. Energy band structure combined with density functional theory (DFT) calculations were used to analyze the entire gas sensing process. Furthermore, we developed a new breath detection device and successfully performed clinical patient exhaled gas detection. With the assistance of ensemble learning, the recognition accuracy of lung cancer patients and healthy volunteers can reach 95.8%. This work provides an innovative technology for the construction of heterojunction sensor arrays and exhaled gas detection device, which has a promising application prospect in the field of early disease diagnosis and IoMT.

人体呼出气体中含有丰富的生物标志物信息,可用于疾病的早期诊断。随着纳米技术和医疗物联网的发展,人工智能辅助纳米气体传感器阵列作为一种无创呼气检测平台,为呼气检测领域带来了令人着迷的技术解决方案。在此,我们设计了一种新的异质结传感阵列,将n-GaN纳米颗粒锚定在mof衍生的p-MOx多孔纳米片上。该气体传感器阵列具有显著的响应速度(10 s),出色的重复性和极好的抗湿性,室温下的检测限低至1 ppb。利用能带结构结合密度泛函理论(DFT)计算对整个气敏过程进行了分析。此外,我们开发了一种新的呼吸检测装置,并成功地进行了临床患者呼出气体检测。在集成学习的辅助下,对肺癌患者和健康志愿者的识别准确率可达95.8%。本工作为异质结传感器阵列和呼出气体检测装置的构建提供了一种创新技术,在疾病早期诊断和IoMT领域具有广阔的应用前景。
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Microsystems & Nanoengineering
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