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A portable easy-to-use triboelectric sensor for arteriovenous fistula monitoring in dialysis patients 用于监测透析患者动静脉瘘的便携式易用三电导传感器
Pub Date : 2024-11-13 DOI: 10.1016/j.sintl.2024.100309
Salvatore A. Pullano , Giuseppe Oliva , Pierangela Presta , Nazareno Carullo , Michela Musolino , Michele Andreucci , Davide Bolignano , Antonino S. Fiorillo , Giuseppe Coppolino
Hemodialysis is the primary treatment for patients with total loss of renal function and is performed through a vascular access called an arteriovenous fistula (AVF). AVF can be associated with several complications, such as stenosis, thrombosis, and aneurysms. While digital subtraction angiography (DSA) is the gold standard for AVF monitoring, its limited availability, invasiveness, and harmfulness has enabled Doppler ultrasound (DUS) as alternative technique. Herein, the development of a portable device based on a triboelectric sensor for AVF monitoring that exploits the concept of impedance cardiography (ICG) is presented. The triboelectric sensor consists of a thin polyvinylidene fluoride (PVDF) layer placed close to the AVF to evaluate the triboelectric ICG signal (T-ICG), thus avoiding the need for standard multiple-electrode equipment. Electrocardiographic (ECG) dry electrodes based on a composite of polydimethylsiloxane (PDMS) and multi-walled carbon nanotubes (MWCNTs) were fabricated. Concept validation was performed in a cohort of hemodialysis patients with and without AVF stenosis. The results demonstrated a linear dependence between blood flow and the maximum deviation (dZ/dtmax) of the T-ICG pattern. Patients with stenosis showed a statistically significant change in morphology at the B-point. The extent of stenosis was evaluated by analyzing the temporal slope of the ICG pattern in the B- and C-point regions, evidencing a linear trend for stenosis from 20 % up to 60 %. The proposed device represents an innovative approach compared with the gold clinical standards for the continuous monitoring of AVF in hemodialysis patients.
血液透析是治疗完全丧失肾功能患者的主要方法,通过一种叫做动静脉瘘(AVF)的血管通路进行。动静脉瘘可能伴有多种并发症,如狭窄、血栓和动脉瘤。虽然数字减影血管造影术(DSA)是监测动静脉瘘的黄金标准,但由于其有限性、侵入性和有害性,多普勒超声(DUS)已成为替代技术。本文介绍了利用阻抗心动图(ICG)概念开发的用于动静脉瘘监测的基于三电传感器的便携式设备。三电传感器由靠近动静脉导管的聚偏二氟乙烯(PVDF)薄层组成,用于评估三电 ICG 信号(T-ICG),从而避免了使用标准的多电极设备。基于聚二甲基硅氧烷(PDMS)和多壁碳纳米管(MWCNTs)复合材料的心电图(ECG)干电极已制作完成。在一组有和没有动静脉瘘狭窄的血液透析患者中进行了概念验证。结果表明,血流量与 T-ICG 模式的最大偏差(dZ/dtmax)呈线性关系。有狭窄的患者在 B 点的形态变化具有统计学意义。通过分析 B 点和 C 点区域 ICG 图形的时间斜率,可以评估血管狭窄的程度。与连续监测血液透析患者动静脉瘘的黄金临床标准相比,该设备是一种创新方法。
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引用次数: 0
Photocatalytic and electrochemical sensor detection of ascorbic and uric acid using novel plant extract green synthesis of CaO nanoparticles 利用新型植物提取物绿色合成氧化钙纳米粒子,实现抗坏血酸和尿酸的光催化和电化学传感器检测
Pub Date : 2024-11-12 DOI: 10.1016/j.sintl.2024.100308
M.N. Somashekar , M. Dhanalakshmi , T.S. Nagamani , T. Subhas Chandra , T.M. Sharanakumar , C.R. Ravikumar
In the present work, a novel fuel made from the leaves of the Gotu kola (Centella Asiatica) plant is used to produce calcium oxide nanoparticles (CaO NPs) in an eco-friendly manner. The results of the PXRD experiments, the average crystallite size for CaO NPs is 38 nm, which is consistent with the findings of the TEM. As per DRS investigation, the energy gap of CaONPs is 3.253 eV. Fast Blue (FB) and Fast Orange (FO) dye photodegradation was effectively enhanced by the plant-mediated CaO NPs under UV-light irradiation, showing high efficiency within 120 min. The CaO demonstrated remarkable photodegradation process against the FO and FB dyes under UV light, with rates of 79.52 % and 61.43 % after 120 min. CaO NPs' electrochemical characteristics were ascertained using a carbon paste electrode (CPE) dipped in a 0.1N HCl solution. In cyclic voltammetry evaluation, the green CaO NPs showed greater sensitivity at various scan rates. Ascorbic acid and uric acid were finally shown to have exceptional redox reaction and ascorbic acid and uric acid detection capabilities when they were used as analytes.
本研究利用积雪草叶制成的新型燃料,以环保的方式生产氧化钙纳米粒子(CaO NPs)。PXRD 实验结果表明,CaO NPs 的平均结晶尺寸为 38 nm,这与 TEM 的结果一致。根据 DRS 调查,CaONPs 的能隙为 3.253 eV。在紫外光照射下,植物介导的 CaO NPs 有效地增强了快蓝(FB)和快橙(FO)染料的光降解,在 120 分钟内显示出很高的效率。在紫外光下,CaO 对 FO 和 FB 染料的光降解效果显著,120 分钟后的降解率分别为 79.52% 和 61.43%。使用浸在 0.1N HCl 溶液中的碳浆电极(CPE)确定了 CaO NPs 的电化学特性。在循环伏安法评估中,绿色 CaO NPs 在各种扫描速率下都表现出更高的灵敏度。抗坏血酸和尿酸最终被证明具有优异的氧化还原反应以及抗坏血酸和尿酸检测能力。
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引用次数: 0
Dual-channel infrared OPO lidar optical system for remote sensing of greenhouse gases in the atmosphere: Design and characteristics 用于大气温室气体遥感的双通道红外 OPO 激光雷达光学系统:设计与特点
Pub Date : 2024-11-07 DOI: 10.1016/j.sintl.2024.100307
S.A. Sadovnikov, S.V. Yakovlev, N.S. Kravtsova, O.A. Romanovskii, D.A. Tuzhilkin
Current global warming and climate change under the greenhouse effect call for a thorough understanding of the spatial distribution of greenhouse gases in different atmospheric layers. Lidar systems are the most effective for remote greenhouse gas monitoring. We design a two-channel infrared OPO lidar optical system for remote DIAL/DOAS sensing of carbon dioxide and water vapor in the atmosphere. In this work, optimal geometric parameters of the transceiving channel of the lidar optical system are chosen, a need to focus laser radiation at a distance of 1 km from an observation point is demonstrated, and numerical simulations confirm the possibility of detecting lidar signals ranging from 10−7 to 10−10 W in the informative spectral range 4800–5100 cm−1 (1960–2083 nm). Laboratory experiments with the main components of the lidar system with experimentally confirmed parameters, which simulate atmospheric measurements of CO2 absorption at a calibrated sensing wavelength of 2005 nm (4987 cm−1) (pressure of 1 atm; CO2 concentration corresponding to the midlatitude summer background atmosphere) in the informative spectral range of the lidar system, enable selecting a pair of wavelengths with resonant absorption of the target gas near 2005 nm to study the background state of the atmosphere in the surface layer. Efficiency of the lidar optical system is confirmed by in situ test experiments, where backscattering signals from a topographic target with an albedo of ∼0.15 spaced 168 m apart from an observer are recorded at 60 mV when operating along a horizontal atmospheric path. The lidar system we design can be used in measuring complexes at carbon test sites. It can also be used for atmospheric monitoring in industrial centers, at background measuring stations, and in swamp areas.
当前全球变暖和温室效应下的气候变化要求我们全面了解不同大气层中温室气体的空间分布。激光雷达系统是最有效的温室气体远程监测系统。我们设计了一种双通道红外 OPO 激光雷达光学系统,用于远程 DIAL/DOAS 大气二氧化碳和水蒸气传感。在这项工作中,我们选择了激光雷达光学系统收发通道的最佳几何参数,论证了在距离观测点 1 千米处聚焦激光辐射的必要性,并通过数值模拟证实了在 4800-5100 厘米-1(1960-2083 纳米)的信息光谱范围内探测到 10-7 到 10-10 瓦激光雷达信号的可能性。在激光雷达系统的信息光谱范围内,用激光雷达系统的主要部件和经实验确认的参数进行了实验室实验,模拟了在 2005 nm(4987 cm-1)校准传感波长(压力为 1 atm;二氧化碳浓度相当于中纬度夏季背景大气)处对二氧化碳吸收的大气测量,从而能够选择 2005 nm 附近目标气体共振吸收的一对波长来研究表层大气的背景状态。激光雷达光学系统的效率在现场测试实验中得到了证实,当沿水平大气路径运行时,来自反照率为 0.15 的地形目标的后向散射信号在 60 mV 的电压下被记录下来,目标与观测者之间的距离为 168 m。我们设计的激光雷达系统可用于测量碳试验场的复合体。它还可用于工业中心、背景测量站和沼泽地区的大气监测。
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引用次数: 0
Flange joint monitoring based on strain measurement with fiber optic sensors embedded in gaskets 利用嵌入垫片的光纤传感器进行应变测量,从而实现法兰接头监测
Pub Date : 2024-11-04 DOI: 10.1016/j.sintl.2024.100306
Valerii Matveenko, Andrey Fedorov, Grigorii Serovaev, Elizaveta Galkina, Elizaveta Vindokurova
The paper demonstrates the effectiveness of using numerical simulation to select parameters of the system for monitoring the deformation behavior of structures. Consideration is given to a bolted flange connection with a gasket, the performance of which is determined by the level of bolt tightening. Bolt tension control technique is based on the strain measurement with fiber optic sensors embedded in the gasket. The results of numerical modeling of deformation for different variants of bolt tensioning are discussed. Strain measurement in the gasket by means of distributed fiber-optic sensors on the basis of Rayleigh scattering is carried out taking into account the results of numerical simulation. Another type of fiber optic sensors that is based on the Bragg gratings is used to implement additional control of the results of measurement. An algorithm to realize strain measurement by two types of sensors located on the same optic fiber is proposed. The results of experimental strain measurements demonstrate that fiber optic sensors can be used to detect changes in bolt tensioning, which can cause failure of a flange joint.
本文展示了使用数值模拟来选择系统参数以监测结构变形行为的有效性。本文考虑了带垫片的螺栓法兰连接,其性能由螺栓的紧固程度决定。螺栓张力控制技术基于嵌入垫片中的光纤传感器进行应变测量。文中讨论了螺栓张紧不同变量的变形数值建模结果。根据数值模拟的结果,通过分布式光纤传感器在瑞利散射的基础上测量垫片中的应变。另一种基于布拉格光栅的光纤传感器用于对测量结果进行额外控制。此外,还提出了通过位于同一根光纤上的两种传感器实现应变测量的算法。应变测量的实验结果表明,光纤传感器可用于检测螺栓张力的变化,而螺栓张力的变化可导致法兰连接失效。
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引用次数: 0
Near-field metasurface sensor for an early-stage breast cancer detection 用于早期乳腺癌检测的近场元表面传感器
Pub Date : 2024-10-23 DOI: 10.1016/j.sintl.2024.100305
Maged A. Aldhaeebi , Thamer Almoneef , Saeed Bamatraf , A.O. Aldhaibain , Osamah Bakhalah , Saleh Alhdad , Sumaia Bakhalah , M. Kamran Saleem
In this paper, a novel and highly sensitive metasurface sensor for microwave breast tumor detection is proposed. The proposed sensor array comprises 8 × 8 small-size sensor elements that are capable of reacting to changes in both electric and magnetic fields. This allows the sensor to detect even minor variations in the surrounding medium, resulting in improved sensitivity. Additionally, designing a sensor array improves sensitivity by covering all areas of the breast tissues with multiple small sensor elements. Numerical studies have been conducted to assess the sensor sensitivity using realistic healthy and non-healthy breast models with diagnosed tumors placed at different locations within healthy breast models in the CST simulation environment at varying stand-off distances. An experiment was conducted to validate the sensor’s concept. It involved testing a metasurface sensor with phantoms resembling both healthy female breast tissues and those with a 10 mm tumor. The results from simulations and experiments demonstrate that the metasurface sensor is capable of detecting breast tumors at different distances. For safety compliance, specific absorption rate (SAR) values were obtained through both simulation and experimentation. The simulated SAR values were calculated to be 0.357 W/kg and 0.216 W/kg at 1 g and 10 g, respectively, using 17 dBm for safety. The measured SAR values were 0.101 W/kg and 0.1 W/kg at 1 g and 10 g, respectively.
本文提出了一种用于微波乳腺肿瘤检测的新型高灵敏度元表面传感器。所提出的传感器阵列由 8 × 8 小尺寸传感器元件组成,能够对电场和磁场的变化做出反应。这使得传感器甚至能检测到周围介质的微小变化,从而提高了灵敏度。此外,设计传感器阵列还能通过多个小型传感器元件覆盖乳腺组织的所有区域来提高灵敏度。我们使用真实的健康和非健康乳房模型进行了数值研究,以评估传感器的灵敏度。在 CST 仿真环境中,健康乳房模型中的不同位置放置了诊断出的肿瘤,且距离不同。为了验证传感器的概念,还进行了一次实验。实验包括用类似健康女性乳房组织和 10 毫米肿瘤组织的模型对元表面传感器进行测试。模拟和实验结果表明,元表面传感器能够检测到不同距离的乳腺肿瘤。为了确保安全,模拟和实验都获得了比吸收率(SAR)值。在 1 g 和 10 g 条件下,模拟 SAR 值分别为 0.357 W/kg 和 0.216 W/kg,安全值为 17 dBm。在 1 g 和 10 g 条件下,测得的 SAR 值分别为 0.101 W/kg 和 0.1 W/kg。
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引用次数: 0
Molecular engineering of a fluorescent probe for highly efficient detection of human serum albumin in biological fluid 用于高效检测生物液体中人血清白蛋白的荧光探针的分子工程学研究
Pub Date : 2024-10-15 DOI: 10.1016/j.sintl.2024.100304
Raja Chinnappan , Tanveer Ahmad Mir , Shanmugam Easwaramoorthi , Gopika Sunil , Ancy Feba , Balamurugan Kanagasabai , Shadil Ibrahim Wani , Maram N. Sandouka , Alaa Alzhrani , Sandhanasamy Devanesan , Mohamad S. AlSalhi , Naresh Kumar Mani , Wael Al-Kattan , Ahmed Yaqinuddin , Abdullah M. Assiri , Dieter C. Broering
Human serum albumin (HSA) is synthesized by the liver, accounting for 60 % of total plasma protein in vertebrates' blood. It is the most predominant extracellular plasma protein that acts as a repository and transporter of exogenous and endogenous substances in the blood of healthy humans. Decreased albumin concentration in the human body or its abnormal levels indicate the occurrence of hepatic, renal, and digestive-related diseases. Therefore, accurate quantification of HSA is of great significance in diagnostic testing and routine clinical analysis of albumin-linked diseases. Herein, a class of triphenylamine rhodanine-3-acetic acid (mRA)-a bifunctional fluorescent molecule with twisted intramolecular charge transfer (TICT)-induced emission characteristics is synthesized and employed as a novel sensing probe for the fluorescent detection of human albumin. mRA can be selectively lighted up through site-specific interactions with serum albumin-binding moieties and show enhanced photophysical or biological response efficacy. Understanding the interaction of mRA with HSA at the molecular level was carried out using docking methodology to explore the site-specific interaction phenomenon. The resulting fluorescence strategy produced a dose-dependent signal response enhancement upon interaction with HSA in the concentration range of 0.01–400 μg/ml. The sensor probe exhibits a low detection limit of 10 ng/mL and is found to be a feasible, low-cost, and effective approach for HSA analysis in complex biological fluids for early detection and diagnosis of albumin-related diseases.
人血清白蛋白(HSA)由肝脏合成,占脊椎动物血液中血浆蛋白总量的 60%。它是健康人血液中最主要的细胞外血浆蛋白,是外源性和内源性物质的储存器和转运器。人体内白蛋白浓度降低或含量异常,预示着肝脏、肾脏和消化系统相关疾病的发生。因此,准确定量 HSA 对白蛋白相关疾病的诊断检测和常规临床分析具有重要意义。本文合成了一类具有分子内电荷转移(TICT)诱导发射特性的双功能荧光分子--三苯胺罗丹宁-3-乙酸(mRA),并将其用作荧光检测人类白蛋白的新型传感探针。mRA 可通过与血清白蛋白结合分子的位点特异性相互作用而选择性发光,并显示出更强的光物理或生物响应功效。为了从分子水平上理解 mRA 与 HSA 的相互作用,我们采用了对接方法来探索位点特异性相互作用现象。由此产生的荧光策略在 0.01-400 μg/ml 浓度范围内与 HSA 相互作用时产生了剂量依赖性信号响应增强。该传感器探针的检测限低至 10 纳克/毫升,是分析复杂生物液体中 HSA 的一种可行、低成本且有效的方法,可用于白蛋白相关疾病的早期检测和诊断。
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引用次数: 0
Privacy-concerned averaged human activeness monitoring and normal pattern recognizing with single passive infrared sensor using one-dimensional modeling 利用单个被动红外传感器,通过一维建模实现对人类活动性的平均监测和正常模式识别,兼顾隐私问题
Pub Date : 2024-09-28 DOI: 10.1016/j.sintl.2024.100303
Tajim Md. Niamat Ullah Akhund, Kenbu Teramoto
Detecting human activity through cameras and machine learning methods raises significant privacy concerns, while alternatives like thermal cameras can be expensive. Passive infrared (PIR) sensors present a cost-effective and privacy-preserving solution, commonly used in home settings for motion detection. This study introduces a system for monitoring human activeness using a single PIR sensor, focusing on privacy preservation. The proposed one-dimensional model, based on the Laplace distribution, emphasizes the role of the parameter μ in defining velocity distributions. Through real-world experiments with a Raspberry Pi and PIR sensor, the effectiveness of the model in capturing human activeness is validated. The study investigates how different μ values correlate with activity levels and detect abnormalities. Additionally, the paper addresses the stochastic nature of human behavior, and the impact of μ on predictability and variability, and provides insights into detection thresholds and interval times. The findings highlight the potential for enhancing abnormality detection and suggest a comprehensive understanding of human activeness.
通过摄像头和机器学习方法检测人类活动会引发严重的隐私问题,而红外热像仪等替代品则价格昂贵。被动红外(PIR)传感器是一种既经济又能保护隐私的解决方案,常用于家庭环境中的移动侦测。本研究介绍了一种使用单个 PIR 传感器监测人类活动的系统,重点关注隐私保护。所提出的一维模型基于拉普拉斯分布,强调参数μ在定义速度分布中的作用。通过使用 Raspberry Pi 和 PIR 传感器进行实际实验,验证了该模型在捕捉人类活动性方面的有效性。该研究探讨了不同的 μ 值如何与活动水平相关联,以及如何检测异常情况。此外,论文还探讨了人类行为的随机性、μ 对可预测性和可变性的影响,并对检测阈值和间隔时间提出了见解。研究结果凸显了加强异常检测的潜力,并提出了全面了解人类活动性的建议。
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引用次数: 0
A method to detect enzymatic reactions with field effect transistor 利用场效应晶体管检测酶反应的方法
Pub Date : 2024-09-19 DOI: 10.1016/j.sintl.2024.100302
Alexander Kuznetsov , Mariia Andrianova , Dmitriy Ryazantsev , Andrey Sheshil , Vitaliy Grudtsov , Valerii Vechorko , Natalia Komarova
Study of enzyme-substrate interactions is a task of great practical and scientific importance. This paper describes the application of ion-sensitive field effect transistors in quasi-equilibrium state for examination of enzymatic reactions. A reaction occurring in the liquid gate affects the chemical potential of electrons in this gate, and this phenomenon may be used to explore biochemical interactions. This strategy can be applied to detect interactions of enzymes with substrates, inhibitors and activators regardless of their optical and electrochemical properties. Using the developed method, the reactions catalyzed by the enzymes belonging to six different EC classes were analyzed, and Michaelis constants for their substrates were determibed. Km values obtained using the proposed method were in good agreement with those obtained with standard colorimetric and fluorimentric assays. Practical potential of the described method was demonstrated by studying the interactions of a diagnostically significant enzyme α-D-galactosidase with its natural and artificial substrates and its inhibitor. Km values for α-D-galactosidase using melibiose and raffinose as substrates and IC50 value for the enzyme inhibitor 1-deoxygalactonojirimycin were determined. The described method allows rapid and label-free investigation of enzyme interactions with substrates, inhibitors and activators for a wide range of biocatalysts.
研究酶与底物之间的相互作用是一项具有重要现实意义和科学价值的任务。本文介绍了准平衡状态下离子敏感场效应晶体管在酶反应研究中的应用。液体栅极中发生的反应会影响该栅极中电子的化学势,这种现象可用于探索生化相互作用。这种策略可用于检测酶与底物、抑制剂和活化剂之间的相互作用,而不管它们的光学和电化学特性如何。利用所开发的方法,对属于六种不同 EC 类的酶催化的反应进行了分析,并确定了其底物的迈克尔常数。使用所提出的方法获得的 Km 值与使用标准比色法和荧光测定法获得的 Km 值非常一致。通过研究一种具有诊断意义的酶α-D-半乳糖苷酶与其天然底物、人工底物和抑制剂之间的相互作用,证明了所述方法的实用潜力。测定了以三聚木糖和棉子糖为底物的α-D-半乳糖苷酶的 Km 值和酶抑制剂 1-脱氧半乳糖苷酶的 IC50 值。所描述的方法可以快速、无标记地研究酶与底物、抑制剂和激活剂之间的相互作用,适用于多种生物催化剂。
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引用次数: 0
Blue luminescent carbon quantum dots derived from diverse banana peels for selective sensing of Fe(III) ions 从不同香蕉皮中提取的蓝色发光碳量子点用于选择性感应铁(III)离子
Pub Date : 2024-09-07 DOI: 10.1016/j.sintl.2024.100301
Noona Shahada Kunnath Parambil , Arish Dasan , Amrutha Thaivalappil Premkumar , Neeroli Kizhakayil Renuka , Selwin Joseyphus Raphael

The eco-friendly production of carbon quantum dots (CQDs) from natural resources remains appealing owing to their superior optical properties. This work presents the synthesis of highly fluorescent CQDs from peels of different varieties of Musa (yellow, green, and red) through a straightforward one-step hydrothermal process, without needing a bit of metal salt or oxidizing agent. The proposed method resulted in quantum yields (QY) of 18.06 %, and 13.06 %, for CQDs from normal yellow banana and green banana, respectively compared to other CQDs derived from natural sources. The QY for the CQDs extracted from the small yellow banana was 7.72 %, while the red banana had a much lower value of 2.6 %. The optical properties of CQDs of different banana peels are also compared. All the CQDs produced a blue color upon exposure to 360 nm UV radiation, and the fluorescence was excitation-dependent. Moreover, each of the four types of CQDs is proven to be an efficient fluorescent probe capable of selectively detecting Fe3+ ions. The linear variation of fluorescence with the analyte amount allowed quantification of ions, with a limit of the detection value of 6 μM, across a concentration range of 37–277 μM. Above all, the real-world applications aimed at sensing Fe3+ ions in tap water achieved excellent recoveries ranging from 96 to 100 %. Therefore, these tuneable CQDs with good optical properties present an auspicious avenue for developing nano-sensors in real-time applications.

由于碳量子点(CQDs)具有优越的光学特性,因此利用自然资源以生态友好的方式生产碳量子点仍然很有吸引力。这项工作介绍了利用不同品种的麝香果皮(黄色、绿色和红色),通过简单的一步水热法合成高荧光CQDs,不需要一点金属盐或氧化剂。与其他从天然资源中提取的 CQD 相比,该方法从普通黄香蕉和绿香蕉中提取的 CQD 的量子产率(QY)分别为 18.06 % 和 13.06 %。从小黄香蕉中提取的 CQDs 的 QY 值为 7.72%,而从红香蕉中提取的 CQDs 的 QY 值则低得多,仅为 2.6%。此外,还比较了不同香蕉皮中 CQDs 的光学特性。所有 CQDs 在 360 纳米紫外线照射下都会产生蓝色荧光,且荧光与激发有关。此外,四种类型的 CQDs 都被证明是能够选择性检测 Fe3+ 离子的高效荧光探针。荧光与分析物含量的线性变化允许在 37-277 μM 的浓度范围内对离子进行定量,检测限值为 6 μM。最重要的是,在实际应用中,针对自来水中 Fe3+ 离子的检测取得了 96% 到 100% 的出色回收率。因此,这些具有良好光学特性的可调 CQDs 为开发实时应用中的纳米传感器提供了良好的途径。
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引用次数: 0
A capacitive sensor-based approach for type-2 diabetes detection via bio-impedance analysis of erythrocytes 通过红细胞生物阻抗分析检测 2 型糖尿病的电容传感器方法
Pub Date : 2024-09-05 DOI: 10.1016/j.sintl.2024.100300
Santu Guin , Debjyoti Chowdhury , Madhurima Chattopadhyay

This paper presents a novel capacitive sensor-based device for detecting type-2 diabetes through blood analysis. The proposed methodology measures changes in the complex permittivity of red blood cells (RBCs) caused by elevated glucose levels, affecting their rheological and electrical properties, such as viscosity, volume, relative permittivity, dielectric loss, and AC conductivity. These changes, well-documented in the literature, alter the bio-impedance signature of RBCs, serving as an indicator for type-2 diabetes. The study examines various concentrations of normal and diabetic RBCs within a frequency range of 50 kHz to 200 kHz, chosen for its relevance to bio-impedance responses. Experimental results show that healthy RBCs in a 200 μL PBS solution have a complex permittivity (ɛmix) of 65.12 and conductivity (σmix) of 0.63 S/m, while diabetic RBCs measure 73.44 and 0.68 S/m, respectively. Additionally, the complex permittivity decreases as the cell concentration increases for both normal and diabetic RBCs. At 100% cell concentration, the average bio-impedance for diabetic blood cells is 50.3 kΩ, compared to 56.7 kΩ for healthy blood cells over the entire frequency range. The standard deviation of bio-impedance (Zmix) between 50 kHz and 200 kHz highlights the difference between healthy and diabetic RBCs, with 200 kHz measurements proving more reliable. To detect these bio-impedance changes, an interdigitated electrode (IDE) capacitive sensor with 40 capacitive elements was simulated. The complex bio-impedance (Zmix) was measured within the 50 kHz–200 kHz frequency range, providing clear differentiation between healthy and diabetic blood cells. Simulation using Finite Element Method (FEM) through COMSOL® software supports these findings, showcasing the sensor’s efficacy in type-2 diabetes detection.

本文介绍了一种基于电容传感器的新型设备,用于通过血液分析检测 2 型糖尿病。所提出的方法可测量葡萄糖水平升高引起的红细胞复介电常数的变化,这些变化会影响红细胞的流变学和电学特性,如粘度、体积、相对介电常数、介电损耗和交流电导率。这些变化已在文献中得到充分证实,它们改变了 RBC 的生物阻抗特征,可作为 2 型糖尿病的指标。这项研究在 50 千赫到 200 千赫的频率范围内检测了各种浓度的正常和糖尿病红细胞,选择这一频率范围是因为它与生物阻抗响应相关。实验结果表明,在 200 μL PBS 溶液中,健康 RBC 的复介电常数(ɛmix)为 65.12,电导率(σmix)为 0.63 S/m,而糖尿病 RBC 的测量值分别为 73.44 和 0.68 S/m。此外,正常红细胞和糖尿病红细胞的复介电常数都随着细胞浓度的增加而降低。细胞浓度为 100%时,糖尿病血细胞在整个频率范围内的平均生物阻抗为 50.3 kΩ,而健康血细胞为 56.7 kΩ。50 kHz 和 200 kHz 之间的生物阻抗(Zmix)标准偏差突出显示了健康和糖尿病红细胞之间的差异,其中 200 kHz 的测量结果更为可靠。为了检测这些生物阻抗变化,我们模拟了带有 40 个电容元件的插接电极(IDE)电容式传感器。在 50 kHz-200 kHz 频率范围内测量了复合生物阻抗 (Zmix),从而明确区分了健康血细胞和糖尿病血细胞。通过 COMSOL® 软件使用有限元法 (FEM) 进行的仿真支持这些发现,展示了传感器在检测 2 型糖尿病方面的功效。
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