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Convolutional Neural Networks on Correlation between GC−MS Molecular Data and QCM Gas-Sensing Data GC - MS分子数据与QCM气敏数据关联的卷积神经网络研究
IF 8.9 1区 化学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2026-02-05 DOI: 10.1021/acssensors.5c03066
Thanisorn Oon-pitipongsa, Chaiyanut Jirayupat, Wataru Tanaka, Takeshi Ono, Haruka Honda, Jiangyang Liu, Takuro Hosomi, Tsunaki Takahashi, Takeshi Yanagida
Here, we demonstrate a correlation between gas chromatography/mass spectrometry (GC−MS) compositional data and quartz crystal microbalance (QCM) sensing data by developing a one-dimensional convolutional neural network (1D-CNN) model via principal component analysis (PCA). The 1D-CNN model was trained to predict the principal component scores derived from GC−MS profiles by using signals of nanostructured-QCM sensors with different surface modifications (ZnO, SnO2, MgO, and TiO2) decorated by atomic layer deposition. When employing ternary mixtures of ethanol, toluene, and dichloromethane with various compositions, the well-trained 1D-CNN model achieved high accuracy in the predictions, with an average R2 score of 0.98 in cross-validation. Unlike prior e-nose studies that use GC−MS only as a benchmark for classification or concentration regression, we reconstruct full 2D GC−MS maps directly from QCM time-series by mapping temporal windows of sensor signals into an invertible PCA latent space of GC−MS and applying the inverse transformthereby linking sensor responses to chemically interpretable peak patterns. These results propose a methodology to bridge the gap between various gas-sensing time-series data and GC−MS molecular data.
在这里,我们通过主成分分析(PCA)建立一维卷积神经网络(1D-CNN)模型,证明了气相色谱/质谱(GC - MS)成分数据与石英晶体微天平(QCM)传感数据之间的相关性。利用不同表面修饰(ZnO, SnO2, MgO和TiO2)的纳米结构- qcm传感器的信号,通过原子层沉积对1D-CNN模型进行训练,预测GC - MS谱的主成分分数。当使用不同成分的乙醇、甲苯和二氯甲烷的三元混合物时,训练良好的1D-CNN模型的预测精度很高,交叉验证的平均R2得分为0.98。与之前的电子鼻研究不同,这些研究仅使用GC - MS作为分类或浓度回归的基准,我们通过将传感器信号的时间窗口映射到GC - MS的可逆PCA潜在空间,并应用逆变换,从而将传感器响应与化学可解释的峰值模式联系起来,直接从QCM时间序列重建完整的2D GC - MS地图。这些结果提出了一种方法来弥合各种气体传感时间序列数据和GC - MS分子数据之间的差距。
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引用次数: 0
Turn-On Terbium(III) Photoluminescence Enables Sensing of Methyl Salicylate by a Biomimetic Airborne Messenger Mechanism. 打开铽(III)光致发光使水杨酸甲酯的传感仿生机载信使机制。
IF 9.1 1区 化学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2026-02-05 DOI: 10.1021/acssensors.5c03645
Kejia Shi, Catherine G Price, Bradley D Smith

A low cost, portable optical sensing platform enables rapid and sensitive detection of methyl salicylate (MeSal) in unprocessed samples. The sensing assay is based on a strong photoluminogenic response when MeSal forms a complex with a terbium cation (Tb3+) in aqueous buffer. The assay employs an airtight three-well sensing chamber that allows the volatile MeSal to spontaneously diffuse out of a sample well and partition into a neighboring test well where the intense green Tb-photoluminescence is detected by the naked eye or a cell phone camera. This MeSal vapor diffusion process mimics the biological airborne messenger mechanism used by distressed plants to warn their neighbors and prompt a communal defense. Within the assay chamber, the MeSal vapor diffusion acts as a purification step that separates the MeSal photoluminescent signal from the interfering sample background signal. Proof-of-concept experiments show that the optical assay can quickly distinguish a sample of commercial toothpaste that contains 0.48% MeSal from a sample that does not contain MeSal. This type of high-throughput semi-quantitative screening is increasingly mandated by regulatory agencies who have placed upper limits on the amount of added MeSal within cosmetic products. Practical utility for enzyme detection is also demonstrated by using a novel substrate molecule, MeSal-Glc, to detect the presence of the flavor-promoting enzyme β-glucosidase in almond flour, a representative food sample. Many other enzyme detection assays can likely be developed using bespoke substrate molecules that contain MeSal as a releasable reporter unit for Tb-photoluminogenic sensing.

一种低成本、便携式光学传感平台能够快速、灵敏地检测未处理样品中的水杨酸甲酯(MeSal)。当MeSal在水缓冲液中与铽阳离子(Tb3+)形成络合物时,传感测定是基于强烈的光致发光反应。该检测采用密闭的三孔传感室,允许挥发性MeSal自发地扩散出样品孔,并分割到邻近的测试孔中,在那里强烈的绿色tb光被肉眼或手机摄像头检测到。这种大气蒸汽扩散过程模仿了被困植物用来警告邻居并促使共同防御的生物空气信使机制。在实验室内,MeSal蒸气扩散作为纯化步骤,将MeSal光致发光信号从干扰样品背景信号中分离出来。概念验证实验表明,光学分析可以快速区分含有0.48% MeSal的商业牙膏样品和不含MeSal的样品。这种类型的高通量半定量筛选越来越多地被监管机构强制要求,他们对化妆品中添加的MeSal量设置了上限。利用一种新型底物分子MeSal-Glc检测具有代表性的食品样品杏仁粉中促味酶β-葡萄糖苷酶的存在,也证明了酶检测的实用性。许多其他的酶检测分析可能会使用定制的底物分子来开发,这些底物分子含有MeSal作为tb光致发光传感的可释放报告单元。
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引用次数: 0
DISCERN: Dual-Aptamer-Initiated Sensing Circuit via Engineered Nanozyme for Leukemia Stem Cells Phenotyping. 辨别:双适体启动感应电路通过工程纳米酶白血病干细胞表型。
IF 9.1 1区 化学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2026-02-05 DOI: 10.1021/acssensors.5c03906
Hai Shi, Lu Liu, Ying Shen, Yunlong Xiao, Renwu Mu, Suzhen Zhai, Bin Zhang, Xiaoyan Yang, Chunlin Zhang

Leukemia stem cell (LSC) phenotyping offers significant potential to enhance minimal residual disease (MRD) monitoring in acute myeloid leukemia (AML), improving therapeutic evaluation and relapse prediction. However, current approaches lack the sufficient sensitivity and specificity to reliably detect rare chemotherapy-resistant LSCs (crLSCs) or identify stem-like phenotypic states, limiting clinical translation. Here, we develop DISCERN (Dual-Aptamer-Initiated Sensing Circuit via Engineered Nanozyme), a colorimetric platform for ultrasensitive LSC phenotyping. DISCERN employs a dual-aptamer system targeting colocalized surface markers (CD33 and CD123) for high-specificity recognition. Its exceptional sensitivity (limit of detection <10 cells/mL) is achieved by a localized catalytic cascade: target-binding initiates on-site rolling circle amplification (RCA), which in turn templates the assembly of PCN-222(Fe) nanozymes that generate amplified colorimetric signals. We demonstrate that DISCERN can track phenotypic plasticity in leukemia cells and identify stem-like subsets in leukemia xenograft models. This cost-effective and robust platform provides a promising tool for AML risk stratification, relapse prediction, and precision therapy.

白血病干细胞(LSC)表型分析为增强急性髓系白血病(AML)的微小残留病(MRD)监测、改善治疗评估和复发预测提供了巨大的潜力。然而,目前的方法缺乏足够的灵敏度和特异性来可靠地检测罕见的化疗耐药LSCs (crLSCs)或识别干细胞样表型状态,从而限制了临床转化。在这里,我们开发了DISCERN(通过工程纳米酶的双适体启动传感电路),这是一个超灵敏LSC表型的比色平台。DISCERN采用双适体系统靶向共定位表面标记(CD33和CD123)进行高特异性识别。其特殊的灵敏度(检测极限)
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引用次数: 0
Intramolecular DNA Machine Coupled with Catalytic Redox-Recycling Amplification for Highly Efficient Electrochemical Detection of Dipicolinic Acid 分子内DNA机耦合催化氧化还原-循环扩增用于高效电化学检测二吡啶酸
IF 8.9 1区 化学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2026-02-04 DOI: 10.1021/acssensors.5c03980
Baoting Dou,Zhimin Li,Changchun Tu,Huanyu Cheng,Po Wang
The accurate and timely determination of dipicolinic acid (DPA) is of great concern to prevent an anthrax epidemic. However, conventional methods suffer from poor detection efficiency and limited signal amplification. Herein, we report a highly efficient electrochemical biosensor for DPA analysis, which is based on two core conceptual and mechanistic breakthroughs: (i) a confined intramolecular DNA machine amplification paradigm that replaces the traditional intermolecular diffusion-driven design and (ii) the synergistic coupling of target-triggered intramolecular DNA machine activation with CeO2 catalytic redox-recycling amplification. The sensor designs a sandwich-structured complex (SSC) as the recognition component, and DNA circuit probes are assembled in the X-shaped probe (XSP) structure. The disassembly of the SSC triggered by the strong chelation function between DPA and Zr4+ results in the release of the trigger probe and the initiation of the intramolecular DNA machine on the XSP nanostructure. Nanoceria (CeO2) nanoparticles move close to the sensing electrode, catalyzing the conversion of p-aminophenylphosphate to p-aminophenol to amplify current responses during the potential sweep in the presence of the co-reactant nicotinamide adenine dinucleotide. The reported sensing strategy allows for effective determination of DPA with a limit of detection down to 7.4 pM within a reaction time of just 40 min. Significantly, the sensitivity of the intramolecular DNA machine surpassed that of the intermolecular DNA machine sensor by up to 3 orders of magnitude. Furthermore, the sensor has proven to effectively and consistently monitor bacterial spore samples, which demonstrates a wide applicability in hazardous pathogens on site analysis and biomedical research.
准确、及时地测定二吡啶酸(DPA)对预防炭疽流行具有重要意义。然而,传统的检测方法存在检测效率低、信号放大有限的问题。在此,我们报告了一种用于DPA分析的高效电化学生物传感器,该传感器基于两个核心概念和机制突破:(i)取代传统分子间扩散驱动设计的受限分子内DNA机器扩增范式;(ii)靶向触发的分子内DNA机器激活与CeO2催化氧化还原-循环扩增的协同耦合。该传感器设计了三明治结构复合物(SSC)作为识别元件,DNA电路探针组装在x形探针(XSP)结构中。DPA与Zr4+之间的强螯合作用触发SSC的分解,导致触发探针的释放和XSP纳米结构上分子内DNA机器的启动。纳米二氧化硅(CeO2)纳米颗粒靠近传感电极,催化对氨基苯基磷酸转化为对氨基酚,在共反应物烟酰胺腺嘌呤二核苷酸存在的情况下,在电位扫描过程中放大电流响应。所报道的传感策略允许在反应时间仅40分钟内有效测定DPA,检测限低至7.4 pM。值得注意的是,分子内DNA机器的灵敏度超过分子间DNA机器传感器的灵敏度高达3个数量级。此外,该传感器已被证明可以有效和持续地监测细菌孢子样本,这在危险病原体的现场分析和生物医学研究中具有广泛的适用性。
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引用次数: 0
Clinical Evaluation of Microneedle Biosensors for Continuous Lactate Monitoring in Critically Ill Patients 微针生物传感器在危重患者乳酸持续监测中的临床评价
IF 8.9 1区 化学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2026-02-04 DOI: 10.1021/acssensors.5c03699
Omeed Djassemi,An-Yi Chang,W. Cameron McGuire,Emily Mitchell,Tamoghna Saha,Timothy Fernandes,Jenny Yang,Michael Miller,Cannon Wurster,Sofia Morales-Fermin,Ian McGregor,Jose Castillo-Valdovinos,Atul Malhotra,Joseph Wang
Continuous lactate monitoring is critical for early detection and management of sepsis, shock, and metabolic stress, yet current serum assays remain invasive, intermittent, and resource-intensive. We present a clinical evaluation of a minimally invasive microneedle-based electrochemical biosensor for real-time interstitial fluid (ISF) lactate monitoring. The microneedle biosensor features a platinum working electrode modified with a lactate oxidase reagent layer and a polyvinyl chloride anti-fouling membrane for H2O2-mediated amperometry, toward highly selective and stable ISF lactate detection. In a pilot study of twenty-one participants across an intensive care unit, emergency department, cardiopulmonary exercise testing, and controlled laboratory settings, two enzyme-based microneedle sensors placed on the forearm and thigh continuously tracked lactate for 4 h. Sensor performance demonstrated strong agreement with blood lactate assays (r = 0.94), high diagnostic accuracy for hyperlactatemia (>4 mmol/L; receiver operating characteristic analysis, area under the curve = 0.95), and minimal bias (−0.028 mmol/L) over a wide dynamic range (0.7−22.9 mmol/L) with high selectivity against interferents. No significant ISF−blood differences (p > 0.05) or adverse events were observed. These findings establish microneedle biosensors as a promising platform for precision medicine, with considerable potential to transform sepsis care, guide resuscitation, and improve assessment of exertional dyspnea.
持续的乳酸监测对于脓毒症、休克和代谢应激的早期发现和管理至关重要,但目前的血清检测仍然是侵入性的、间歇性的和资源密集型的。我们提出了一种微创微针电化学生物传感器用于实时间质液(ISF)乳酸监测的临床评估。该微针生物传感器采用乳酸氧化酶试剂层修饰的铂工作电极和聚氯乙烯防污膜,用于h2o2介导的安培测定,具有高选择性和稳定的ISF乳酸检测。在一项包括重症监护室、急诊科、心肺运动试验和控制实验室设置的21名参与者的初步研究中,放置在前臂和大腿上的两个基于酶的微针传感器连续跟踪乳酸浓度4小时。传感器性能与血乳酸测定结果高度一致(r = 0.94),高乳酸血症的诊断准确性高(>4 mmol/L;接收器工作特性分析,曲线下面积= 0.95),在宽动态范围内(0.7 ~ 22.9 mmol/L)具有高选择性干扰的最小偏差(- 0.028 mmol/L)。未观察到显著的ISF -血差异(p < 0.05)或不良事件。这些发现确立了微针生物传感器作为一个有前景的精准医学平台,在改变败血症治疗、指导复苏和改善运动呼吸困难评估方面具有相当大的潜力。
{"title":"Clinical Evaluation of Microneedle Biosensors for Continuous Lactate Monitoring in Critically Ill Patients","authors":"Omeed Djassemi,An-Yi Chang,W. Cameron McGuire,Emily Mitchell,Tamoghna Saha,Timothy Fernandes,Jenny Yang,Michael Miller,Cannon Wurster,Sofia Morales-Fermin,Ian McGregor,Jose Castillo-Valdovinos,Atul Malhotra,Joseph Wang","doi":"10.1021/acssensors.5c03699","DOIUrl":"https://doi.org/10.1021/acssensors.5c03699","url":null,"abstract":"Continuous lactate monitoring is critical for early detection and management of sepsis, shock, and metabolic stress, yet current serum assays remain invasive, intermittent, and resource-intensive. We present a clinical evaluation of a minimally invasive microneedle-based electrochemical biosensor for real-time interstitial fluid (ISF) lactate monitoring. The microneedle biosensor features a platinum working electrode modified with a lactate oxidase reagent layer and a polyvinyl chloride anti-fouling membrane for H2O2-mediated amperometry, toward highly selective and stable ISF lactate detection. In a pilot study of twenty-one participants across an intensive care unit, emergency department, cardiopulmonary exercise testing, and controlled laboratory settings, two enzyme-based microneedle sensors placed on the forearm and thigh continuously tracked lactate for 4 h. Sensor performance demonstrated strong agreement with blood lactate assays (r = 0.94), high diagnostic accuracy for hyperlactatemia (>4 mmol/L; receiver operating characteristic analysis, area under the curve = 0.95), and minimal bias (−0.028 mmol/L) over a wide dynamic range (0.7−22.9 mmol/L) with high selectivity against interferents. No significant ISF−blood differences (p > 0.05) or adverse events were observed. These findings establish microneedle biosensors as a promising platform for precision medicine, with considerable potential to transform sepsis care, guide resuscitation, and improve assessment of exertional dyspnea.","PeriodicalId":24,"journal":{"name":"ACS Sensors","volume":"1 1","pages":""},"PeriodicalIF":8.9,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146111247","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Parallel Bipolar Electrode Array Modified by Hetero-Charged Silica Nanochannels for Ratiometric Electrochemiluminescence Detection of Escherichia coli Lysed by T4 Phage 异电荷二氧化硅纳米通道修饰的平行双极电极阵列用于T4噬菌体裂解大肠杆菌的比例电化学发光检测
IF 8.9 1区 化学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2026-02-04 DOI: 10.1021/acssensors.5c04536
Weiqiang Yang,Qiaoling Fang,Huan Ju,Yanqi Tan,Zhiping Song,Xiaoping Chen,Jiancong Ni,Zhenyu Lin
Development of user-friendly biosensors for bacterial detection remains a critical concern in public health. The bipolar electrode-based electrochemiluminescence (BPE-ECL) systems are distinguished by their inherent spatial separation of sensing and reporting functions, representing a promising approach for biosensor development. This work innovatively presents a parallel BPE-ECL biosensor, wherein the cathodes are interdigitally inserted and the anodes are functionalized with vertically ordered mesoporous silica films (VMSFs) bearing negative and positive charges, to achieve dual-channel ratiometric ECL detection. The infection of Escherichia coli (E. coli) by T4 phage induces host cell lysis, resulting in a significant increase in the surrounding conductivity. This conductivity alteration within the sensing cell of VMSFs/pBPE-ECL leads to a decrease in the ECL signal of Ru(bpy)32+/TPrA in detection channel 1 and an increase in the ECL signal of Luminol/H2O2 in detection channel 2 independently, due to the enhanced polarization of the BPEs and the nanoconfinement effects of hetero-charged silica nanochannels on the ECL luminophors. By using the ratio of ECL intensities (ILu/IRu) from the two detection channels, E. coli can be detected with improved accuracy and resistance to interference. This biosensing approach is operationally straightforward, avoiding complicated probe immobilization or modification, rendering it a user-friendly platform for bacterial detection. Moreover, by replacing the specific phage-bacteria lysis bioreaction, this biosensing platform could be used for various bacterial detections, highlighting its promising applications.
开发用户友好的细菌检测生物传感器仍然是公共卫生领域的一个关键问题。基于双极电极的电化学发光(BPE-ECL)系统以其固有的传感和报告功能的空间分离而著称,代表了生物传感器发展的一种有前途的方法。这项工作创新地提出了一种平行的BPE-ECL生物传感器,其中阴极是数字间插入的,阳极是带有负电荷和正电荷的垂直有序介孔硅膜(vmsf)功能化的,以实现双通道比例ECL检测。大肠杆菌(e.c oli)被T4噬菌体感染后诱导宿主细胞裂解,导致周围电导率显著升高。VMSFs/pBPE-ECL传感细胞内电导率的变化导致检测通道1中Ru(bpy)32+/TPrA的ECL信号下降,而检测通道2中Luminol/H2O2的ECL信号增加,这是由于bpe极化增强和异电荷二氧化硅纳米通道对ECL发光材料的纳米限制作用所致。利用两种检测通道的ECL强度比(ILu/IRu),可以提高大肠杆菌的检测精度和抗干扰能力。这种生物传感方法操作简单,避免了复杂的探针固定或修改,使其成为一种用户友好的细菌检测平台。此外,通过替代特定的噬菌体-细菌裂解生物反应,该生物传感平台可用于各种细菌检测,具有广阔的应用前景。
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引用次数: 0
Dual-Mode Sensitization Enabled by Oxidatively Engineered Hierarchical VS2 Heterostructures for High-Performance, Room-Temperature NH3 Sensing Applications 氧化工程分层VS2异质结构实现高性能、室温NH3传感应用的双模敏化
IF 8.9 1区 化学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2026-02-04 DOI: 10.1021/acssensors.5c02600
Vishnu G. Nath,Ankur Verma,Abhijit Paul,Subash Cherumannil Karumuthil,Angappane Subramanian
Heterostructuring via oxidative transformation of transition metal dichalcogenides unveils new horizons for improving key sensor performance parameters, including sensitivity, selectivity, and stability, by leveraging the synergistic interplay of charge carrier dynamics and surface interactions at the interfaces. Herein, the NH3 sensing characteristics of VS2 are significantly enhanced by forming VOx/VS2 heterostructures through a facile oxidative modification, wherein VOx induces strong interfacial coupling with the hierarchical, flower-like VS2. Detailed material characterization and electrical analysis reveal significant structural reconfiguration and electronic modulation within the VOx/VS2 architecture, both of which are pivotal to the superior NH3 sensing performance. The optimized VOx/VS2 sensor showcases ultralow NH3 detection down to 280 ppb across a wide dynamic range of 0.4–200 ppm at room temperature. The designed sensor exhibits remarkable stability, long-term reliability (>10 weeks), exceptional selectivity, and consistent response and recovery properties. Further investigation into the sensing mechanism discloses that chemical sensitization by VOx promotes selective NH3 adsorption, while electronic sensitization at the VOx/VS2 heterointerface modulates charge transfer dynamics. By employing the VOx/VS2 sensor, this study proposes three innovative sensor prototypes: (i) an autonomous self-triggered sensing switch, (ii) a piezoelectric nanogenerator-driven self-powered gas detector, and (iii) flexible wearable sensors, demonstrating the potential of the developed devices for diverse application scenarios.
通过氧化转化过渡金属二硫族化合物的异质结构,利用电荷载流子动力学和界面表面相互作用的协同作用,为提高传感器的关键性能参数,包括灵敏度、选择性和稳定性,揭示了新的视野。通过简单的氧化修饰形成VOx/VS2异质结构,VOx诱导VS2与分层状花状VS2强界面耦合,从而显著增强了VS2对NH3的传感特性。详细的材料表征和电学分析揭示了VOx/VS2结构中显著的结构重构和电子调制,这两者都是优越的NH3传感性能的关键。优化后的VOx/VS2传感器在室温下可在0.4-200 ppm的宽动态范围内检测低至280 ppb的超低NH3。所设计的传感器具有卓越的稳定性、长期可靠性(10周左右)、卓越的选择性、一致的响应和恢复特性。对传感机理的进一步研究表明,VOx的化学敏化促进了NH3的选择性吸附,而VOx/VS2异质界面上的电子敏化则调节了电荷转移动力学。通过使用VOx/VS2传感器,本研究提出了三种创新传感器原型:(i)自主自触发传感开关,(ii)压电纳米发电机驱动的自供电气体探测器,以及(iii)柔性可穿戴传感器,展示了所开发设备在各种应用场景中的潜力。
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引用次数: 0
Smart Regeneration Strategy Featured with On-Chip Programmable Thermal Profile for Renewable Aptasensing of Norovirus. 基于片上可编程热谱的诺如病毒可再生适体感应智能再生策略。
IF 9.1 1区 化学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2026-02-04 DOI: 10.1021/acssensors.5c03511
Yun Bai, Xuan Zhou, Wei Zhang, Xiaomeng Zhang, Zongbao Sun, Xiaojing Chen, Wen Zhang

Aptamer (Apt)-based biosensors are promising tools for resource-limited Norovirus (NoV), where GII.4 is the predominant sub-genotype causing human infections. Considering their urgent and strict needs of on-site renewal, we present a smart regeneration strategy, inspired by the modern electronics industry, on a homemade screen-printed electrode (SPE). Aqueously prepared MXene@MWCNTs-Au-Fc (MWCNTs: multiwalled carbon nanotubes; Fc: ferrocene) and single-strand DNA (ssDNA), semi-complementary to NoV Apt, are permanently assembled onto the SPE. By incubating Apt and methylene blue (MB), Apt-ssDNA structures with MB filling are obtained. NoV competitively combines Apt, dissociates Apt-ssDNA structures, and triggers ratiometric ΔIMB/IFc. Remarkably, a programmable thermal profile is written into a micro controller unit (MCU) of the SPE. With on-chip hardware resources as the heater, error amplifier, and heater driver, the temperature curve is sectionally regulated during Apt-ssDNA regeneration, concurrently promoting reaction and preventing functionalization deterioration. Besides the wide range (1-106 copies mL-1) and impressive limit of detection (0.67 copies mL-1), this method shows significantly less IMB loss than control (98.67% vs 80.26%). For NoV-contaminated beef and pork, the proposed results meet well with certified RT-qPCR (RSDs < 4.89%).

基于适体(Apt)的生物传感器是资源有限的诺如病毒(NoV)的有希望的工具,其中GII.4是引起人类感染的主要亚基因型。考虑到现场更新的迫切和严格的需求,我们提出了一种智能再生策略,受现代电子工业的启发,在自制丝网印刷电极(SPE)上。水制备的MXene@MWCNTs-Au-Fc (MWCNTs:多壁碳纳米管;Fc:二茂铁)和单链DNA (ssDNA),与NoV Apt半互补,永久地组装在SPE上。通过与亚甲基蓝(MB)孵育,获得了具有MB填充的Apt- ssdna结构。NoV竞争性地结合Apt,解离Apt- ssdna结构,并触发比例ΔIMB/IFc。值得注意的是,可编程的热剖面被写入SPE的微控制器单元(MCU)中。利用片上硬件资源作为加热器、误差放大器和加热器驱动器,在Apt-ssDNA再生过程中对温度曲线进行分段调节,同时促进反应和防止功能化恶化。除了范围广(1-106 copies mL-1)和令人印象深刻的检出限(0.67 copies mL-1)外,该方法的IMB损失率显著低于对照组(98.67% vs 80.26%)。对于nov污染的牛肉和猪肉,本研究结果与经认证的RT-qPCR结果吻合良好(rsd < 4.89%)。
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引用次数: 0
A Corrugated PVDF-Based Flexible Piezoelectric Sensor for Physiological Signal Detection 一种用于生理信号检测的波纹型pvdf柔性压电传感器
IF 8.9 1区 化学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2026-02-03 DOI: 10.1021/acssensors.5c04749
Ziqiong Cao,Donglin Wu,Yaojun Yuan,Rui Hu,Jiaqi Zhang,Enting Gao,Xinjian Chen,Xuemei Lu,Xiaoyu Tang,Baoqing Nie
Continuous monitoring of heart rate and respiration is vital for disease diagnosis and health management. Flexible polyvinylidene fluoride (PVDF) piezoelectric sensors can accurately acquire these signals, thereby providing critical data support for health management. Current high-performance PVDF sensors typically enhance properties by doping functional materials but suffer from complex fabrication procedures and difficulties in composition control. In this study, we propose a flexible piezoelectric sensor based on a corrugated polyvinylidene fluoride (PVDF) film for contactless physiological signal monitoring. By using a simple template molding method, the corrugated PVDF film (CPF) is shaped into a uniform wavy configuration and encapsulated in a soft elastomer to preserve its geometry. The wave design enhances the spatial freedom of PVDF deformation, and the elastic encapsulation layer facilitates rapid shape recovery. The two effects synergistically improve the piezoelectric output and dynamic response of the sensor. The CPF-based sensor exhibits a sensitivity of 0.36 V/N, a minimum detectable force of 98 mg, and a fast response/recovery time of less than 0.1 ms. By integrating with a soft cushion, the sensor is capable of detecting subtle vibrations caused by thoracic and cardiac movements once people lie or sit on the smart cushion. Moreover, it reliably captures pulse waveforms at multiple body locations, demonstrating its promising potential for noncontact physiological signal monitoring.
持续监测心率和呼吸对疾病诊断和健康管理至关重要。柔性聚偏氟乙烯(PVDF)压电传感器可以准确采集这些信号,从而为健康管理提供关键数据支持。目前的高性能PVDF传感器通常通过掺杂功能材料来提高性能,但存在制造工艺复杂和成分控制困难的问题。在这项研究中,我们提出了一种基于波纹聚偏氟乙烯(PVDF)薄膜的柔性压电传感器,用于非接触生理信号监测。通过使用简单的模板成型方法,将PVDF波纹膜(CPF)塑造成均匀的波浪状结构,并封装在软弹性体中以保持其几何形状。波浪设计增强了PVDF变形的空间自由度,弹性封装层有利于快速形状恢复。这两种效应协同提高了传感器的压电输出和动态响应。基于cpf的传感器灵敏度为0.36 V/N,最小检测力为98 mg,快速响应/恢复时间小于0.1 ms。通过与柔软的靠垫集成,当人们躺在或坐在智能靠垫上时,传感器能够检测到由胸部和心脏运动引起的细微振动。此外,它可靠地捕获了多个身体部位的脉冲波形,显示了其在非接触式生理信号监测方面的巨大潜力。
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引用次数: 0
Visualizing PINK1 Activity Dynamics in Single Cells with a Phase Separation-Based Kinase Activity Reporter 基于相分离的激酶活性报告器在单细胞中可视化PINK1活性动态
IF 8.9 1区 化学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2026-02-03 DOI: 10.1021/acssensors.5c03859
Katie G. Vineall,Alexia Andrikopoulos,Michael J. Sun,Anna Yan,Ethan R. Hartanto,Danielle L. Schmitt
Phosphatase and tensin homologue-induced kinase 1 (PINK1) is a serine/threonine kinase that plays roles in mitophagy, cell death, and regulation of cellular bioenergetics. Current approaches for studying PINK1 function depend on bulk techniques that can only provide snapshots of activity and could miss the dynamics and cell-to-cell heterogeneity of PINK1 activity. Therefore, we sought to develop a novel PINK1 kinase activity reporter to characterize PINK1 activity. Taking advantage of the separation of phase-based activity reporter of kinase (SPARK) design, we developed a phase separation-based PINK1 biosensor (PINK1-SPARK). With PINK1-SPARK, we observe real-time PINK1 activity in single cells treated with mitochondria-depolarizing agents or pharmacological activators. We then developed a HaloTag-based PINK1-SPARK for multiplexed imaging of PINK1 activity with live-cell markers of mitochondrial damage. Thus, PINK1-SPARK is a new tool that enables temporal measurement of PINK1 activity in single live cells, allowing for further elucidation of the role of PINK1 in mitophagy and cell function.
磷酸酶和紧张素同源诱导激酶1 (PINK1)是一种丝氨酸/苏氨酸激酶,在有丝分裂、细胞死亡和细胞生物能量学调节中起作用。目前研究PINK1功能的方法依赖于大量技术,这些技术只能提供活性的快照,并且可能错过PINK1活性的动力学和细胞间异质性。因此,我们试图开发一种新的PINK1激酶活性报告基因来表征PINK1活性。利用基于相分离的激酶活性报告因子(SPARK)设计,我们开发了基于相分离的PINK1生物传感器(PINK1-SPARK)。利用PINK1- spark,我们观察了线粒体去极化剂或药物激活剂处理的单细胞中PINK1的实时活性。然后,我们开发了基于halotag的PINK1- spark,用于PINK1活性与线粒体损伤活细胞标志物的多重成像。因此,PINK1- spark是一种新的工具,可以在单个活细胞中测量PINK1活性的时间,从而进一步阐明PINK1在有丝分裂和细胞功能中的作用。
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ACS Sensors
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