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Aggregation-induced emission-active azines for chemosensing applications: a five-year update 用于化学传感应用的聚集诱导发射活性偶氮:五年更新
Pub Date : 2024-04-11 DOI: 10.1039/D3SD00348E
Akhil A. Bhosle, Mainak Banerjee and Amrita Chatterjee

Azines are an important class of compounds that display solvent-dependent fluorescence emission depending upon the substituents in the aromatic scaffolds. They are affordable, easy to synthesize, stable, and well-suited for numerous applications. Unlike most other AIE fluorophores, aromatic units of AIE-active azine derivatives are bridged by rotatable N–N bonds rather than C–C bonds. Their derivatives have been widely used in pharmaceuticals, drug delivery, organometallics, optoelectronics, dyes, etc., and most importantly in several sensing applications. This comprehensive review encapsulates the recent developments in the field of AIE-active azine molecules and their applications as chemosensors in the detection of various analytes. The review discusses the different chemosensing strategies involved in the detection of metal ions (Cu2+, Zn2+, Al3+, Fe3+, Cr3+, Hg2+, UO22+, etc.), anions (F, CN, ClO, ONOO, HSO3), small molecules (thiols, hydrazine, hydrogen peroxide), and bio-analytes (protamine/heparin, HSA/BSA, neuraminidase, β-lactamase, β-galactosidase, etc.) with a focus on the development in the last five years. The review also highlights the advancements in azine-based systems for their use in imaging, supramolecular host–guest recognitions, AIE polymers, COFs/MOFs, etc.

叠氮化合物是一类重要的化合物,其荧光发射取决于芳香族支架中的取代基,与溶剂有关。它们价格低廉、易于合成、性质稳定,非常适合多种应用。与大多数其他 AIE 荧光体不同,AIE 活性叠氮衍生物的芳香单元是通过可旋转的 NN 键而不是 CC 键连接的。它们的衍生物已被广泛应用于制药、给药、有机金属、光电子学、染料等领域,最重要的是在一些传感应用中。本综述概述了 AIE 活性偶氮分子领域的最新发展及其作为化学传感器在检测各种分析物中的应用。综述讨论了检测金属离子(Cu2+、Zn2+、Al3+、Fe3+、Cr3+、Hg2+、UO22+ 等)、阴离子(F)、阳离子(Cu2+、Zn2+、Al3+、Fe3+、Cr3+、Hg2+、UO22+ 等)的不同化学传感策略。)、阴离子(F、CN、ClOO、ONOO、HSO3)、生物分析物(原胺/肝素、HSA/BSA、神经氨酸酶、-内酰胺酶、-半乳糖苷酶等)、小分子(硫醇、肼、过氧化氢)的检测方法,重点介绍过去五年的发展情况。综述还重点介绍了氮基系统在成像、超分子主客体识别、AIE 聚合物和 COFs/MOFs 等方面的应用进展。
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引用次数: 0
Large-scale validation of a plasmonic sensor for SARS-CoV-2 pseudo-neutralization with a cohort of food and retail workers† 利用食品和零售业工人群体大规模验证 SARS-CoV-2 伪中性的质子传感器
Pub Date : 2024-04-09 DOI: 10.1039/D3SD00333G
Julien Coutu, Pierre Ricard, Abdelhadi Djaïleb, Étienne Lavallée, Henintsoa Rabezanahary, Matthew Stuible, Yves Durocher, Caroline Gilbert, Nicholas Brousseau, Kim Santerre, Mathieu Thériault, Sylvie Trottier, Denis Boudreau, Marc-André Langlois, Joelle N. Pelletier, Mariana Baz and Jean-Francois Masson

Plasmonic sensors are candidates for numerous clinical applications, but few examples demonstrate their performance on large sample cohorts, a necessary step for clinical translation. The COVID-19 pandemic provided an unprecedented opportunity to validate a surface plasmon resonance (SPR) sensor for SARS-CoV-2 inhibition with a cohort of over 1000 clinical samples from the longitudinal study of a food and retail worker population. The SPR sensor provided an in vitro model to assess the level of neutralizing antibodies by measuring the inhibition of the SARS-CoV-2 spike protein interaction with ACE-2 following exposure of the spike protein to naive and immune sera (from vaccination and/or infection). In conjunction with population data on vaccination and infection, and epidemiological data from the local jurisdiction of the study cohort, it is shown that the SPR sensor performed well in assessing the level of “pseudo-neutralization” of participant sera and that the response of the SPR sensor correlates (r = 0.74) with a live virus microneutralization assay as well as with metadata of relevant events (vaccination, waves of infection, etc.) that occurred during the study period. Using these data, the article details the challenges and opportunities of using plasmonic sensors in clinical practice.

等离子体传感器是众多临床应用的候选材料,但很少有实例能证明它们在大样本群中的性能,而这是临床转化的必要步骤。COVID-19 大流行提供了一个前所未有的机会,通过对食品和零售业工人群体的纵向研究,利用超过 1000 份临床样本对抑制 SARS-CoV-2 的表面等离子体共振 (SPR) 传感器进行验证。SPR 传感器提供了一个体外模型,通过测量 SARS-CoV-2 尖峰蛋白与 ACE-2 相互作用的抑制作用,评估中和抗体的水平。结合有关疫苗接种和感染的人口数据以及研究队列所在地的流行病学数据,结果表明 SPR 传感器在评估参与者血清的 "假性中和 "水平方面表现良好,而且 SPR 传感器的反应与活病毒微中和测定以及研究期间发生的相关事件(疫苗接种、感染浪潮等)的元数据相关(r = 0.74)。通过这些数据,文章详细介绍了在临床实践中使用电浆传感器所面临的挑战和机遇。
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引用次数: 0
Fiber-optic probes for real-time pH monitoring† 用于实时 pH 值监测的光纤探头
Pub Date : 2024-04-08 DOI: 10.1039/D4SD00012A
Mohamed Elsherif, Fahad Alam, Ahmed E. Salih, Xinyu Wang, Peter R. Corridon, Khalil B. Ramadi and Haider Butt

While pH determination is a commonplace laboratory practice, conventional commercial pH probes exhibit drawbacks of bulkiness, slow response times, and signal drift. These become particularly limiting in specialized fields like tissue engineering and bio-industrial processing, where unique pH probe specifications surpass the capabilities of standard laboratory equipment. Here, we present the development of compact pH fiber probes by integrating silica optical fiber with a colorimetric pH indicator. Our approach involves cross-linking the pH indicator with a biocompatible synthetic hydrogel matrix, facilitating colorimetric and precise pH measurements. Two distinct designs of optical fiber sensors were devised to cater to a broad spectrum of applications. The first design involved attaching the hydrogel sensor to the fiber tip during the photopolymerization process, while the second design was crafted by folding the hydrogel sensor onto the bare terminal of the fiber using the casting process. The fiber sensor exhibited high sensitivity (17 nm pH−1) within physiological and pathophysiological pH ranges (6–8) when tested in reflection configuration. Validation of the developed fiber sensors was carried out on cancerous tissue phantoms derived from an ovine extracellular matrix. The unique specifications of these fiber sensors position them as promising candidates for applications in tissue engineering, cell growth, and continuous blood pH monitoring.

虽然 pH 值测定是一种常见的实验室操作,但传统的商用 pH 探针存在体积大、响应时间慢和信号漂移等缺点。在组织工程和生物工业加工等专业领域,这些缺点变得尤为突出,因为在这些领域,独特的 pH 探针规格超出了标准实验室设备的能力。在此,我们介绍了通过将二氧化硅光纤与比色 pH 指示器集成而开发出的紧凑型 pH 光纤探头。我们的方法是将 pH 指示剂与生物相容性合成水凝胶基质交联,从而实现比色和精确的 pH 测量。我们设计了两种不同的光纤传感器,以满足广泛的应用需求。第一种设计是在光聚合过程中将水凝胶传感器附着在光纤顶端,而第二种设计则是通过浇铸工艺将水凝胶传感器折叠到光纤的裸端。在反射配置测试中,纤维传感器在生理和病理生理 pH 值范围(6-8)内表现出较高的灵敏度(17 nm pH-1)。开发的纤维传感器在从绵羊细胞外基质中提取的癌症组织模型上进行了验证。这些纤维传感器的独特规格使其有望应用于组织工程、细胞生长和连续血液 pH 值监测。
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引用次数: 0
Self-powered triboelectric nanogenerator with enhanced surface charge density for dynamic multidirectional pressure sensing 具有增强表面电荷密度的自供电三电纳米发电机,用于动态多向压力传感
Pub Date : 2024-04-02 DOI: 10.1039/d4sd00019f
Jiaqi Wu, Yu Zhang, Xin Ting Zheng
In the rapidly evolving landscape of the internet of things (IoT) and the burgeoning field of biomedical applications, development in human–machine interfaces and human motion monitoring has accentuated the need for real-time pressure sensing. However, the challenge of developing a sensor that combines high sensitivity in the low pressure range with real-time remote sensing capability has remained a significant obstacle in both fields. Herein, a self-powered triboelectric nanogenerator (TENG) based pressure sensor (STEPs) with real-time remote sensing ability is proposed to meet these critical demands, offering high sensitivity in the range of 0–70 mmHg, catering to the needs of human–machine interface and biomedical applications. The STEPs introduces an innovative composite material, blending polydimethylsiloxane (PDMS), carbon black (CB), and polyvinylpyrrolidone (PVP) for improved sensing performance, then this is subjected to ultrasonication and degassing to ensure homogeneous dispersion. The doping of CB and PVP at optimal percentages into the PDMS matrix of the STEPs, together with a unique three-dimensional structure of the sensor, achieves an optimized surface charge density, leading to a high sensitivity 2.61 ± 0.02 mV mmHg−1, as compared with previous works. A wireless measurement and data transfer system, established between a STEPs array for multidirectional pressure sensing and a remote readout device following the Transmission Control Protocol (TCP), further enables real-time remote display of pressure readings. This research underscores the novelty and broad applicability of this sensor, with the potential to revolutionize self-powered wearable sensors in both human–machine interface and biomedical applications.
在快速发展的物联网(IoT)和蓬勃发展的生物医学应用领域,人机界面和人体运动监测的发展凸显了对实时压力传感的需求。然而,开发一种既能在低压范围内实现高灵敏度,又具有实时遥感能力的传感器仍然是这两个领域的一大障碍。本文提出了一种基于自供电三电纳米发电机(TENG)、具有实时遥感能力的压力传感器(STEPs),以满足这些关键需求,在 0-70 mmHg 范围内提供高灵敏度,满足人机界面和生物医学应用的需要。STEPs 引入了一种创新的复合材料,将聚二甲基硅氧烷 (PDMS)、炭黑 (CB) 和聚乙烯吡咯烷酮 (PVP) 混合以提高传感性能,然后对其进行超声处理和脱气,以确保均匀分散。在 STEPs 的 PDMS 基质中以最佳比例掺入 CB 和 PVP,再加上传感器独特的三维结构,实现了最佳的表面电荷密度,与之前的研究相比,灵敏度高达 2.61 ± 0.02 mV mmHg-1。用于多向压力传感的 STEPs 阵列与远程读取设备之间通过传输控制协议 (TCP) 建立了无线测量和数据传输系统,从而进一步实现了压力读数的实时远程显示。这项研究强调了这种传感器的新颖性和广泛适用性,有望彻底改变人机界面和生物医学应用中的自供电可穿戴传感器。
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引用次数: 0
Flexible & transparent breath sensor and conducting electrodes based on a highly interconnected Au nanoparticle network 基于高度互联金纳米粒子网络的柔性透明呼吸传感器和导电电极
Pub Date : 2024-03-28 DOI: 10.1039/d3sd00330b
Namuni Sneha, S. Kiruthika
In this study, transparent humidity sensors and conducting electrodes (TCEs) were fabricated using a highly interconnected gold nanoparticle network (Au nanonetwork) via a simple solution approach. Here, the direct reduction of metal anions at lower temperatures (5 °C) followed by the addition of a non-polar solvent facilitates the cold welding of nanoparticles at junctions and yields an interconnected Au nanonetwork at the liquid–liquid interface. The formed Au nanonetwork is cautiously transferred to the desired flexible, stretchable, and transparent substrates for various applications. As the synthesis involves no capping agents, the prepared nanonetworks offer high conductivity without further chemical or thermal treatments. The fabricated Au nanonetwork is highly crystalline and thermally stable, with excellent mechanical robustness towards various deformations. Using an Au-1L (1-layer) nanonetwork, a highly transparent (>85%) humidity sensor is fabricated with short response and recovery times (1.1 s and 1.3 s). The Au-1L sensor is studied systematically for various humidity changes (40% to 90%) and breath conditions (normal/deep, hydrated/dehydrated, breathing/blowing, etc.) and exhibits high selectivity toward humidity. Notably, the sensing device offered a stable response for more than a year demonstrating its robustness for prolonged use.
在这项研究中,通过一种简单的溶液方法,利用高度互连的金纳米粒子网络(金纳米网络)制造出了透明湿度传感器和导电电极(TCE)。在这种方法中,在较低温度(5 °C)下直接还原金属阴离子,然后加入非极性溶剂,可促进纳米粒子在连接处的冷焊接,并在液-液界面上形成相互连接的金纳米网络。形成的金纳米网络可谨慎地转移到所需的柔性、可拉伸和透明基底上,用于各种应用。由于合成过程不涉及封端剂,制备出的纳米网络无需进一步的化学或热处理即可提供高导电性。制备的金纳米网络具有高度的结晶性和热稳定性,对各种变形具有出色的机械稳健性。利用 Au-1L(1 层)纳米网络,制备出了一种高透明度(85%)湿度传感器,其响应时间和恢复时间都很短(1.1 秒和 1.3 秒)。对 Au-1L 传感器在各种湿度变化(40% 至 90%)和呼吸条件(正常/深呼吸、水合/脱水、呼吸/吹气等)下的性能进行了系统研究,结果表明该传感器对湿度具有高选择性。值得注意的是,该传感设备在一年多的时间里都能提供稳定的响应,这表明它具有长期使用的稳定性。
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引用次数: 0
Improved point-of-care detection of P. gingivalis using optimized surface-enhanced Raman scattering in lateral flow assays† 利用优化的表面增强拉曼散射技术在侧流检测中改进牙龈脓疱病的护理点检测
Pub Date : 2024-03-28 DOI: 10.1039/D4SD00056K
Lyndsay N. Kissell, Daewoo Han, Der Vang, Alexander W. R. Cikanek, Andrew J. Steckl and Pietro Strobbia

The introduction of surface-enhanced Raman scattering (SERS) in lateral flow assays (LFA) has been recently exploited to increase the sensitivity and quantification capabilities of these rapid tests. Herein, we took advantage of a SERS–LFA combination to improve LFAs designed to test for P. gingivalis, a biomarker for oral health. We have demonstrated a limit of detection (LOD) < 10 ng mL−1, which is within the range of concentration needed to monitor oral health. By comparison, conventional colorimetric LFAs achieve an LOD ≈ 100 ng mL−1, generating a lower diagnostic sensitivity. To achieve this enhanced sensitivity, we optimized the materials used in the SERS–LFA, investigating nanostars (NS) differing in size and material composition and comparing them to commercial gold nanoparticles, as a benchmark. We found that large (56 nm) NSs with a silver coating were the most sensitive nanomaterials for SERS–LFA. To prove the applicability of this SERS–LFA to point-of-care (POC) settings, we tested the optimized LFA with a portable Raman system prototype designed to work on LFAs with 3D-printed cartridges and a line-shaped laser illumination. Using this prototype, we achieved the same LOD observed with the traditional benchtop Raman system. The use of a portable Raman system has brought the SERS–LFA technology closer to the POC use.

最近,在侧流检测法(LFA)中引入了表面增强拉曼散射(SERS)技术,以提高这些快速检测方法的灵敏度和定量能力。在这里,我们利用 SERS-LFA 组合的优势,改进了用于检测牙龈脓疱病(一种口腔健康生物标志物)的 LFA。我们已证明检测限(LOD)为 10 纳克/毫升,在监测口腔健康所需的浓度范围内。相比之下,传统比色法 LFA 的检测限为 100 纳克/毫升,诊断灵敏度较低。为了提高灵敏度,我们对 SERS-LFA 中使用的材料进行了优化,研究了不同尺寸和材料成分的纳米星(NS),并将它们与商用金纳米颗粒进行了比较。我们发现,具有银涂层的大型(56 纳米)NS 是 SERS-LFA 中灵敏度最高的纳米材料。为了证明这种 SERS-LFA 在护理点(POC)环境中的适用性,我们使用便携式拉曼系统原型对优化的 LFA 进行了测试,该原型设计用于带有 3D 打印盒和线形激光照明的 LFA。使用该原型,我们达到了与传统台式拉曼系统相同的 LOD 值。便携式拉曼系统的使用使 SERS-LFA 技术更接近于 POC 使用。
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引用次数: 0
The integrated on-chip isolation and detection of circulating tumour cells 片上分离和检测循环肿瘤细胞的集成方法
Pub Date : 2024-03-26 DOI: 10.1039/d3sd00302g
Sophia Marie Abusamra, Robert Barber, Mohamed Sharafeldin, Claire M. Edwards, Jason J Davis
Circulating tumour cells (CTCs) are cancer cells shed from a primary tumour which intravasate into the blood stream and have the potential to extravasate into distant tissues, seeding metastatic lesions. As such, they can offer important insight into cancer progression with their presence generally associated with a poor prognosis. The detection and enumeration of CTCs is, therefore, critical to guiding clinical decisions during treatment and providing information on disease state. CTC isolation has been investigated using a plethora of methodologies, of which immunomagnetic capture and microfluidic size-based filtration are the most impactful to date. However, the isolation and detection of CTCs from whole blood comes with many technical barriers, such as those presented by the phenotypic heterogeneity of cell surface markers, morphological similarity to healthy blood cells, and their low relative abundance (~1 CTC/1 billion blood cells). At present, the majority of reported methods dissociate CTC isolation from detection, a workflow which undoubtedly contributes to loss from an already sparse population. This review focuses on developments wherein isolation and detection have been integrated into a single-step, microfluidic configuration, reducing CTC loss, increasing throughput, and enabling an on-chip CTC analysis with minimal operator intervention. Particular attention is given to immune-affinity, microfluidic CTC isolation, coupled to optical, physical, and electrochemical CTC detection (quantitative or otherwise).
循环肿瘤细胞(CTCs)是从原发肿瘤脱落的癌细胞,这些细胞会侵入血流,并有可能外渗到远处的组织,成为转移灶的种子。因此,CTCs 能为了解癌症进展提供重要信息,出现 CTCs 通常与预后不良有关。因此,CTCs 的检测和计数对于在治疗过程中指导临床决策和提供疾病状态信息至关重要。CTC 分离研究采用了大量方法,其中免疫磁捕获和微流控尺寸过滤是迄今为止最有影响力的方法。然而,从全血中分离和检测 CTC 存在许多技术障碍,例如细胞表面标记的表型异质性、与健康血细胞的形态相似性以及相对丰度低(约 1 CTC/1 十亿血细胞)。目前,大多数报道的方法都将 CTC 分离与检测分离开来,这种工作流程无疑会造成本已稀少的 CTC 群体的损失。本综述重点介绍将分离和检测整合到一个单一步骤的微流控配置中,从而减少 CTC 丢失、提高通量,并在操作员干预最少的情况下实现片上 CTC 分析的进展。特别关注免疫亲和微流控 CTC 分离,以及光学、物理和电化学 CTC 检测(定量或其他)。
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引用次数: 0
Reactivity-based amino-1,8-naphthalimide fluorescent chemosensors for the detection and monitoring of phosgene 基于反应性的氨基-1,8-萘二甲酰亚胺荧光化学传感器用于检测和监测光气
Pub Date : 2024-03-26 DOI: 10.1039/D4SD00048J
Mannanthara Kunhumon Noushija, Alenthwar Vamshi Krishna, Thorfinnur Gunnlaugsson and Sankarasekaran Shanmugaraju

Phosgene (carbonyl dichloride, COCl2) is an extremely toxic and hazardous chemical warfare agent (CWA; schedule 3 substance) that poses significant threats to public safety and human well-being. Simultaneously, it is a commonly employed reagent in chemical synthesis in laboratories and industrial settings. Therefore, monitoring phosgene concentration levels is essential for handling them within the workplace and for safeguarding public security. Activity-based fluorescent probes are the most effective real-time detection methods currently used for the detection of CWAs. Reaction-based sensing offers excellent temporal and spatial resolution, minimal side effects, and quick response times. Recently, a plethora of reaction-based fluorescent probes have been designed for the detection of phosgene. This review provides an overview of the latest developments using amino-1,8-naphthalimide-based small-molecule fluorescent probes designed for phosgene detection/sensing. Additionally, we investigate the existing challenges and prospects in the field of reaction-based fluorescent probes for phosgene detection. Herein, various fluorescence sensors are categorized based on their reactions with phosgene, and each section highlights the reaction sites, sensing mechanisms, structure–function relationships, photophysical performances, and practical applications of these sensors. It is our aspiration that this review will provide valuable insights into the advancement of cutting-edge fluorescent probes tailored for phosgene detection and sensing.

光气(二氯化羰基,COCl2)是一种毒性极强的危险化学战剂(CWA;附表 3 物质),对公共安全和人类福祉构成重大威胁;同时,它也是实验室和工业环境中化学合成的常用试剂。因此,监测光气浓度水平对于在工作场所处理光气以及保障公共安全都至关重要。基于活性的荧光探针是目前用于检测 CWA 的最有效的实时检测方法。基于反应的传感具有出色的时间和空间分辨率、最小的副作用和快速的响应时间。到目前为止,已有大量基于反应的荧光探针被设计用于检测光气。本综述概述了利用基于氨基-1,8-萘二甲酰亚胺的小分子荧光探针设计用于光气检测/传感的最新进展。此外,我们还探讨了基于反应的光气检测荧光探针领域的现有挑战和前景。本综述根据各种荧光传感器与光气的反应对其进行了分组,每个部分都重点介绍了这些传感器的反应位点、传感机制、结构-功能关系、光物理性能和实际应用。我们希望这篇综述能为开发用于光气检测和传感的尖端荧光探针提供有价值的见解。
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引用次数: 0
The Impact of Analyte Size on SERS Enhancement Location, Enhancement Factor, Excitation Wavelength, and Spectrum 分析物尺寸对 SERS 增强位置、增强因子、激发波长和光谱的影响
Pub Date : 2024-03-22 DOI: 10.1039/d4sd00014e
Yanjun Yang, Xinyi Chen, Bin Ai, Yiping Zhao
The study systematically explores the connection between analyte particle size and the hot-spot in Au nanoparticle (NP) dimer systems. Contrary to the conventional understanding tied to localized surface plasmon resonance (LSPR), we show that depending on the analyte particle’s size, the location to produce surface-enhanced Raman scattering (SERS), defined as effective hot-spot, is different from the gap based hot-spot, where the electric field reaches maximum intensity, and the corresponding resonant wavelength is also shifted significantly from LSPR wavelength. This effective hot-spot occurs primarily at the point where the Au NP contacts the analyte particle, covering a larger area than the traditional hotspot and having a significantly smaller enhancement factor. Moreover, different effective hot-spots can be activated under various polarizations. The local electric field versus distance relationship decays significantly slower, complicating the interpretation of SERS spectra of large analyte particles. This complexity offers tunability, allowing for a more precise representation of unique molecular features of the analyte. Consequently, our findings demonstrate the necessity for SERS substrate design rules to be contingent on analyte particle size. Although interpreting SERS spectra is intricate, it can be refined to effectively capture distinctive molecular characteristics. These insights pave a new way to tailor SERS substrate design specifically catering to large analyte particles.
本研究系统地探讨了金纳米粒子(NP)二聚体系统中分析物粒度与热点之间的联系。与与局部表面等离子体共振(LSPR)相关的传统理解相反,我们的研究表明,根据分析物颗粒的大小,产生表面增强拉曼散射(SERS)(定义为有效热点)的位置与电场强度达到最大值的间隙型热点不同,相应的共振波长也与 LSPR 波长有显著偏移。这种有效热点主要出现在金 NP 与分析颗粒接触的位置,覆盖的面积比传统热点更大,增强因子也明显更小。此外,在不同的极化条件下,可以激活不同的有效热点。局部电场与距离的关系衰减速度明显较慢,从而使大型分析颗粒的 SERS 光谱解释变得更加复杂。这种复杂性提供了可调性,可以更精确地反映分析物的独特分子特征。因此,我们的研究结果表明,SERS 基底设计规则必须取决于分析物的颗粒大小。虽然解释 SERS 光谱是一项复杂的工作,但可以对其进行改进,以有效捕捉独特的分子特征。这些见解为专门针对大颗粒分析物的 SERS 基底设计铺平了新的道路。
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引用次数: 0
An approach to use machine learning to optimize paper immunoassays for SARS-CoV-2 IgG and IgM antibodies 利用机器学习优化 SARS-CoV-2 IgG 和 IgM 抗体纸质免疫测定的方法
Pub Date : 2024-03-15 DOI: 10.1039/d3sd00327b
Josselyn Mata Calidonio, Kimberly Hamad-Schifferli
We developed a COVID-19 paper immunoassay that can detect IgG and IgM antibodies for both SARS CoV-2 spike and nucleocapsid proteins. The test is a multicolor assay that uses as the label gold nanoparticles of different shapes (spheres vs. stars), which result in visually distinct colors of red and blue at the test areas. The assay uses spike and nucleocapsid pro-teins immobilized on nitrocellulose strip at different locations, and the nanoparticle-antibody conjugates run are red nanopar-ticles conjugated to anti-IgG, and blue nanostars conjugated to anti-IgM. Spatial location of signal indicates whether the antibody present is anti-spike or an anti-nucleocapsid, and test area color indicates which antibody type (IgG vs. IgM). Line-ar discriminant analysis (LDA) and machine learning (ML) were used to evaluate the test accuracy, and then used iteratively to modify the assay running conditions (present of quencher molecules, nanoparticle types, washes,) until the test accuracy reached 100 %. The resulting assay could distinguish between 9 different antibody profiles indicative of different disease cases (prior infection vs. vaccinated, early/mid/late stage post infection). Results show that expanding test beyond a specific sensing to selective sensing as an array can enable rapid immunoassays to obtain more complex information, and supervised learning can accelerate test development.
我们开发了一种 COVID-19 纸免疫测定法,可以检测 SARS CoV-2 棘突蛋白和核壳蛋白的 IgG 和 IgM 抗体。该检测法是一种多色检测法,使用不同形状(球形和星形)的金纳米颗粒作为标记,在检测区域呈现出视觉上明显的红色和蓝色。该检测使用固定在硝酸纤维素条上不同位置的钉状和核壳原蛋白,运行的纳米颗粒-抗体共轭物是与抗-IgG 共轭的红色纳米颗粒和与抗-IgM 共轭的蓝色纳米星体。信号的空间位置表明存在的抗体是抗尖峰抗体还是抗核头壳抗体,测试区域的颜色表明是哪种抗体类型(IgG 还是 IgM)。使用线性判别分析(LDA)和机器学习(ML)来评估测试准确性,然后使用迭代法来修改检测运行条件(淬火剂分子的存在、纳米粒子类型、洗涤),直到测试准确性达到 100%。最终得出的检测结果可区分 9 种不同的抗体图谱,表明不同的疾病病例(先前感染与接种疫苗、感染后早期/中期/晚期)。结果表明,将测试从特定传感扩展到阵列选择性传感,可使快速免疫测定获得更复杂的信息,而监督学习可加速测试开发。
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引用次数: 0
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Sensors & diagnostics
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