dielectric spectroscopy

介电谱
  • 文章类型: Journal Article
    在本研究中,作者的主要目标是避免在盐水介质中的3.5%NaCl溶液对低碳钢(MS)的腐蚀性侵蚀,通过添加少量的称为配体(HL)的酰肼的新衍生物,作为缓蚀剂。这项研究是通过采用不同的电化学测量来实现的,例如,开路电位(OCP),电化学阻抗谱(EIS)和动态电位极化(PDP)方法。电化学测试(OCP)的结果,表明,低碳钢在盐溶液中的开路电位,在配体(HL)的存在下被引导到更正的方向,在其理想浓度(1×10-3M),与(OCP)相比,在没有(HL)的情况下的低碳钢。电化学方法的结果,EIS和PDP提出,配体(HL),作为一种很好的缓蚀剂,用于阻碍低碳钢在3.5%氯化钠中的腐蚀过程,因为它记录了良好的抑制效率百分比(77.45%,53.41%,分别通过EIS和PDP技术),在其最佳浓度(1×10-3M)。此外,低碳钢在盐水介质中的腐蚀速率(HL),被列出约(0.0017毫米/年),虽然存在(HL),减少到大约(0.00061毫米/年)的值。同样,(HL)的一些电性能,及其衍生物[Pd(II),Cr(III),和Ru(III)],研究了复合物,如;活化能(Ea(ac)),其中记录的值在0.02-0.44(eV)范围内,电导率在室温下列出的值在10-5-10-8S范围内。cm-1.(HL)的交流和直流电导率测量结果,及其衍生物[Pd(II),Cr(III)和Ru(III)]配合物表明半导体性质,这表明这些化合物可用于电子器件中。此外,配合物表现出比(HL)更高的电导率值。光物理研究表明,HL具有良好的荧光特性,表明它可用于通过猝灭和计算量子产率来确定大多数没有荧光特性的药物。此外,酰肼配体(HL),已显示出作为人类乳腺癌和结肠癌的活性抗癌候选药物的选择性。密度泛函理论证明,配合物的前沿分子轨道HOMO表现出相似的行为,电荷密度位于所有研究配合物的金属区域。此外,配体(HL)的能隙值,及其配合物Pd(II),Cr(III)和Ru(III),按HL>Cr(III)>Ru(III)>Pd(II)的顺序排列。报告了使用不同光谱技术进行的所有表征,以阐明所提出的结构,例如;热分析,元素分析C,H,和N个原子,使用红外光谱分析,UV,1HNMR技术,扫描电子显微镜和能量色散X射线分析。
    In the present study the authors\' main goal is to avoid the corrosive attack of the chloride ions of 3.5% NaCl solution in saline medium on the mild steel (MS), by addition of small amount of a new derivative of the hydrazide called ligand (HL), as a corrosion inhibitor. This study had been achieved by employing different electrochemical measurements such as, open circuit potential (OCP), electrochemical impedance spectroscopy (EIS) and potentio-dynamic polarization (PDP) methods. The results of the electrochemical test (OCP), showed that, the open circuit potential of the mild steel in saline solution, was guided to more positive direction in presence of the ligand (HL), at its ideal concentration (1 × 10-3 M), compared to the (OCP), of the mild steel in absence of (HL). The results of the electrochemical methods, EIS and PDP presented that, the ligand (HL), was acted as a good corrosion inhibitor for hindering the corrosion process of the mild steel in 3.5% sodium chloride, as it was recorded a good percentage of the inhibition efficiency (77.45%, 53.41%, by EIS and PDP techniques respectively), at its optimum concentration (1 × 10-3 M). Also, the corrosion rate of the mild steel in the saline medium without (HL), was listed about (0.0017 mm/year), while in existence of (HL), was decreased to a value about (0.00061 mm/year). As well, some of electrical properties of (HL), and its derivative [Pd(II), Cr(III), and Ru(III)], complexes were investigated such as; the activation energy (Ea(ac)), which recorded values in the range of 0.02-0.44 (eV) range and electrical conductivity which listed values at room temperature in the range of 10-5-10-8 S.cm-1. The results of the AC and DC electrical conductivity measurements for (HL), and its derivative [Pd(II), Cr(III) and Ru(III)] complexes indicate semiconducting nature which suggests that these compounds could be used in electronic devices. Also, the complexes exhibited higher conductivity values than (HL). Photophysical studies showed good florescence properties of HL that indicated that it can be used to determine most of the drugs with no fluorescence properties by quenching and calculating quantum yield. Moreover, the hydrazide ligand (HL), has shown selectivity as an active anticancer candidate drug for both breast and colon cancer in humans. Density function theory demonstrated that, the frontier molecular orbital HOMOs of the complexes have exhibited similar behavior and the charge density has localized in the metallic region of all the studied complexes. Also, the values of the energy gap of the ligand (HL), and its complexes Pd(II), Cr(III) and Ru(III), had been arranged in this order HL > Cr(III) > Ru(III) > Pd(II). All characterization using different spectroscopic techniques were reported to elucidate the proposed structures such as; thermal analysis, elemental analysis of C, H, and N atoms, spectral analysis using IR, UV, 1H NMR techniques, scanning electron microscopy and energy dispersive X-ray analyses.
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  • 文章类型: Journal Article
    具有受控旋转的先进分子系统的未来发展需要开发一种有效的方法来评估人造机器组件的旋转性能。我们在相当大的晶体的静态非极性框架中确定了极性旋转器的介电行为的两种模式,显示了固态旋转运动的光谱和分子级特征之间的关系。具有氟原子的亚苯基转子的各种功能化使旋转性能从高到低变化,旋转屏障范围为6.06至11.84kcalmol-1。元F替代有利于转子-转子接触,从而可以实现快速旋转运动。相反,转子-定子接触的存在抑制了独立的转子动力学,从而在损失峰值振幅的温度演变方面产生相反的频谱行为。我们的观察,在基于非对称双阱势模型的分析的支持下,表明容易注意到的光谱差异编码了一些分子级信息,这些信息对于实现旋转运动很重要。
    The future development of advanced molecular systems with controlled rotation requires the development of an effective methodology for assessing the rotational performance of artificial machine components. We identified two patterns of the dielectric behavior for polar rotators in a static non-polar framework of sizable crystal showing relations between the spectral and molecular-level features of solid-state rotary motion. Various functionalization of phenylene rotors with a fluorine atom(s) changed rotational performance from high to low with rotational barriers ranging from 6.06 to 11.84 kcal mol-1. The meta-F-substitution favored rotator-rotator contacts allowing for the implementation of fast rotary motion. Contrary, the presence of rotator-stator contacts inhibited independent rotator dynamics leading to opposite spectral behavior in terms of temperature evolution of loss peak amplitude. Our observations, supported by an analysis based on an asymmetric double well-potential model, show that easily noticeable spectral differences encoded some molecular-level information important for the implementation of rotary motion.
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  • 文章类型: Journal Article
    纤维素纳米纤维(CNFs)纳米复合材料是使用聚(甲基丙烯酸甲酯-co-甲基丙烯酸)(PMMA-co-MAA)来研究复合材料内的大分子迁移率,特别关注H键的作用。使用动态力学分析(DMA)和宽带介电谱(BDS)来完全表征分子迁移率,评估了引入H键形成部分和添加CNF(5和15wt%)的影响。尽管Tg值相似(通过差示扫描量热法测定),对与α-弛豫相关的弛豫时间的更深入分析证明了CNFs诱导的显着影响,这实际上减缓了大分子的松弛过程。尽管在主链中引入了MAA单元并连续添加了CNF,但β-弛豫的活化能保持不变。然而,后者导致在低频下出现新的β\'-弛豫,该弛豫与CNF表面-OH基团和基质的-COOH基团之间的相互作用相关。γ-弛豫显示出从PMMA到PMMA-co-MAA+CNF纳米复合材料的活化能增加了45%,而与CNF含量无关。由于CNFs相互作用并阻碍α位主链甲基的运动的可能性。
    Cellulose nanofibers (CNFs) nanocomposites were prepared using poly(methylmethacrylate-co-methacrylic acid) (PMMA-co-MAA) to investigate the macromolecular mobility within the composite, with particular focus on the effect of H-bonding. Dynamic mechanical analysis (DMA) and broadband dielectric spectroscopy (BDS) were used to fully characterize the molecular mobility for which the effect of the introduction of H-bond forming moieties and the addition of CNFs (5 and 15 wt%) were assessed. Despite similar Tg values (determined by Differential Scanning Calorimetry), a deeper analysis of the relaxation times associated with the α-relaxation evidenced a significant effect induced by CNFs, which is in fact slowing down the macromolecular relaxation processes. The activation energy of the β-relaxation remained unchanged despite the introduction of MAA units in the main chain and the successive addition of CNFs. However, the latter led to the appearance at low frequencies of a new β\'-relaxation correlated with the interactions between the CNF surface -OH groups and the -COOH groups of the matrix. The γ-relaxation showed a 45 % increase in activation energy from PMMA to PMMA-co-MAA + CNF nanocomposites regardless of the CNF content, due to the possibility of CNFs to interact and hinder the motion of the main chain methyl groups in α position.
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  • 文章类型: Journal Article
    背景:皮肤黑素瘤(CM)比大多数其他皮肤癌的死亡率更高。该专家共识小组的目的是回顾已发表的有关CM诊断和预后的新技术进步的文献,并提供有关其使用的最新指导。
    方法:对PubMed,Scopus,GoogleScholar完成了关于CM的非侵入性诊断和预后测试主题的英语原创研究文章,包括基因表达谱(GEP)和电阻抗谱(EIS)。由10名在CM治疗方面具有重要专业知识的皮肤科医生组成的小组聚集在一起,以审查文章并达成共识声明。使用修改后的Delphi过程来批准每个陈述,并使用广泛认可的推荐分类标准来分配推荐强度。
    结果:文献检索产生了200篇符合标准的文章。对这些研究的筛选产生了19篇文章。在圆桌讨论之前,这些文件已分发给所有小组成员进行审查。小组一致投票通过了7项协商一致的声明和建议,其中5个被赋予“A”的强度,其中1的强度为“B”,其中1个被赋予了“C”的强度。
    结论:2-GEP测试和EIS可以帮助临床上不确定的病变的精确诊断,当组织病理学不明确时,可以使用23-GEP测试。31-GEP测试可以增强AJCC8分期以外的预后评估,并改善临床决策。J药物Dermatol.2024;23(9):774–781。doi:10.36849/JDD.8365R1。
    Cutaneous melanoma (CM) is associated with a higher mortality rate than most other skin cancers. The purpose of this expert consensus panel was to review the published literature on new technological advancements for the diagnosis and prognosis for CM and provide updated guidance on their usage.
    A comprehensive literature search of PubMed, Scopus, and Google Scholar was completed for English-language original research articles on the topics of non-invasive diagnostic and prognostic testing for CM, including gene expression profiling (GEP) and electrical impedance spectroscopy (EIS). A panel of 10 dermatologists with significant expertise in the treatment of CM gathered to review the articles and create consensus statements. A modified Delphi process was used to approve each statement and a strength of recommendation was assigned using widely recognized Strength of Recommendation Taxonomy criteria.
    The literature search produced 200 articles that met the criteria. A screening of the studies resulted in 19 articles. These were distributed to all panelists for review prior to a roundtable discussion. The panel unanimously voted to adopt 7 consensus statements and recommendations, 5 of which were given a strength of \"A\", 1 of which was given a strength of \"B,\" and 1 of which was given a strength of \"C\".
    The 2-GEP test and EIS can aid in the precise diagnosis of clinically indeterminate lesions and the 23-GEP test can be used when histopathology is equivocal. The 31-GEP test can enhance prognostic assessment beyond AJCC8 staging and improve clinical decision-making. J Drugs Dermatol. 2024;23(9):774-781. doi:10.36849/JDD.8365R1.
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  • 文章类型: Journal Article
    聚合物科学和制造技术的最新进展引发了用于减轻热损失的多孔材料的新发展,如隔热聚合物泡沫。这些产品优化的主要瓶颈,然而,仍然缺乏能够合理快速且经济有效地审查其大型设计空间的分析方法。这份手稿通过说明,针对聚合物泡沫的数据匮乏,在原理证明的层面上,几种成熟的分析方法,包括光学显微镜,比重计,介电谱,热重分析,核磁共振可以用于广泛的,然而后勤效率,这些材料的表征。因此,这项研究的目的是引入一个实验平台,用于表征市场泡沫产品和开发新的聚合物泡沫,其孔径与工业和住宅隔热特别相关。由于这项工作引入了几种新的方法,它可以用作实验室用户和该领域专家的指南,他们可以进一步改进本文提出的实验概念。
    Recent advancements in polymer science and manufacturing technologies triggered new developments of porous materials used for mitigating heat losses, such as thermal insulating polymeric foams. The major bottleneck in the optimization of these products, however, remains the absence of analytical methods able to scrutinize their large design space reasonably quickly and cost-effectively. This manuscript targets the paucity of data for polymeric foams by illustrating, at a proof-of-principle level, that several well-established analytical methods including optical microscopy, pycnometry, dielectric spectroscopy, thermogravimetric analysis, and nuclear magnetic resonance can be exploited for an extensive, yet logistically efficient, characterization of these materials. The purpose of this study is thus introducing an experimental platform for the characterization of market foam products and for the development of new polymeric foams with pore sizes that are particularly relevant for industrial and residential thermal insulation. Since this work introduces several new methodologies, it may be used as a guide for both laboratory users and specialists in the field, who may further improve the herein proposed experimental concepts.
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  • 文章类型: Journal Article
    几种医疗技术基于具有治疗和/或诊断目的的人体上的电磁场(EMF)的应用。人体组织对所施加的EMF的响应是由组织的介电特性介导的,因此,必须以所考虑的技术的频率来表征。由于生物组织的异质性和复杂性,有必要了解它们在体内的特性,以满足特定的目标条件。传统的生物组织介电表征技术是侵入性的,因此,不接受这个目标。因此,需要替代的传感器和/或感测方法。最近,提出了一种新的宽带光谱技术,基于从磁共振(MRI)信号导出的量。在这些数量中,提出了水含量来评估频率约为几GHz的介电性能。这项工作验证了基于含水量知识在1-20GHz频率范围内推导组织介电特性的可能性。通过脱水程序对五种不同的离体组织恢复水含量。将获得的结果与文献中的参考文献进行了比较。
    Several medical techniques are based on the application of electromagnetic fields (EMFs) on the human body with therapeutic and/or diagnostic aims. The response of human tissues to the applied EMF is mediated by the tissues\' dielectric properties, which must therefore be characterized at the frequencies of the considered technique. Due to the heterogeneity and complexity of biological tissues, it is necessary to know their properties in vivo for the specific condition of interest. Traditional techniques for the dielectric characterization of biological tissues are invasive and, as such, not adoptable for this aim. Accordingly, alternative sensors and/or sensing methods are needed. Recently, a new wideband spectroscopy technique was proposed, based on quantities derived from the Magnetic Resonance (MRI) signal. Among these quantities, the water content was proposed to evaluate the dielectric properties at frequencies around a few GHz. This work verifies the possibility of deriving tissues\' dielectric properties in the frequency range of 1-20 GHz based on knowledge of the water content. The water content was retrieved through a dehydration procedure for five different ex vivo tissues. The achieved results were compared with references from the literature.
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  • 文章类型: Journal Article
    食品质量评估最有前途的方法之一是使用阻抗谱与机器学习相结合。因此,特征选择对于高分类精度是决定性的。基于物理的特征具有特别重要的优势,因为它们能够考虑先验知识并将数据集中到相关的可理解信息中,为分类奠定坚实的基础。在这项研究中,我们的目标是确定基于物理的可测量特征的肌肉类型和新鲜度分类的牛肉基于阻抗谱测量。我们进行了一项综合研究,其中功能根据其F1得分进行排名,累积特征选择,和t分布随机邻居嵌入(t-SNE)。在功能方面,我们分析了阻抗谱的特征点(CPs)和通过将物理模型拟合到测量中获得的模型参数(MPs)。结果显示,单独的MPs或CPs足以检测肌肉类型。联合电容(C)和细胞外电阻(Rex)或特征点Z1的模量和在特征频率下的相位β分散(Phi2)导致精确的分离。相比之下,新鲜度的检测更具挑战性。它需要更明显的特征。我们使用描述细胞内电阻(Rin)和电容(C)的MPs实现了90%的新鲜度分离。通过考虑β分散体末端的相(Phi3)和Rin,实现了95.5%的新鲜度分离。包括与肌肉类型相关的其他特征可以提高样本的可分离性;最终,通过选择适当的特征可以实现99.6%的分离。
    One of the most promising approaches to food quality assessments is the use of impedance spectroscopy combined with machine learning. Thereby, feature selection is decisive for a high classification accuracy. Physically based features have particularly significant advantages because they are able to consider prior knowledge and to concentrate the data into pertinent understandable information, building a solid basis for classification. In this study, we aim to identify physically based measurable features for muscle type and freshness classifications of bovine meat based on impedance spectroscopy measurements. We carry out a combined study where features are ranked based on their F1-score, cumulative feature selection, and t-distributed Stochastic Neighbor Embedding (t-SNE). In terms of features, we analyze the characteristic points (CPs) of the impedance spectrum and the model parameters (MPs) obtained by fitting a physical model to the measurements. The results show that either MPs or CPs alone are sufficient for detecting muscle type. Combining capacitance (C) and extracellular resistance (Rex) or the modulus of the characteristic point Z1 and the phase at the characteristic frequency of the beta dispersion (Phi2) leads to accurate separation. In contrast, the detection of freshness is more challenging. It requires more distinct features. We achieved a 90% freshness separation using the MPs describing intracellular resistance (Rin) and capacitance (C). A 95.5% freshness separation was achieved by considering the phase at the end of the beta dispersion (Phi3) and Rin. Including additional features related to muscle type improves the separability of samples; ultimately, a 99.6% separation can be achieved by selecting the appropriate features.
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  • 文章类型: Journal Article
    空肠弯曲杆菌是在家禽中发现的常见食源性病原体,可引起人类严重的危及生命的疾病。检测食物中的这种病原体对于管理食源性暴发非常重要。这项研究报告了一种新型的基于阻抗的噬菌体蛋白生物传感器,可使用基因工程受体结合噬菌体蛋白在100CFU/mL浓度下检测空肠弯曲杆菌NCTC11168,FlaGrab,作为生物受体。电化学阻抗谱(EIS)技术用于测量与空肠弯曲杆菌相互作用时电阻的变化。使用范围为102-109菌落形成单位(CFU)/mL的各种浓度的空肠弯曲杆菌NCTC11168评估噬菌体蛋白质固定化电极的灵敏度。生物传感器的变化转移电阻随着空肠弯曲菌NCTC11168细胞数量的增加而增加。检测极限在缓冲液中测定为约103CFU/mL,在离体样品中为102CFU/mL。肠沙门氏菌亚种。肠道血清型鼠伤寒291RH和单核细胞增生李斯特菌ScottA被用作非目标细菌细胞,以评估开发的生物传感器的特异性。结果表明,所开发的生物传感器对靶空肠弯曲菌NCTC11168具有高度特异性,因为对于非靶细菌细胞没有观察到信号。
    Campylobacter jejuni is a common foodborne pathogen found in poultry that can cause severe life-threatening illnesses in humans. It is important to detect this pathogen in food to manage foodborne outbreaks. This study reports a novel impedimetric phage protein-based biosensor to detect C. jejuni NCTC 11168 at 100 CFU/mL concentrations using a genetically engineered receptor-binding phage protein, FlaGrab, as a bioreceptor. The electrochemical impedance spectroscopy (EIS) technique was employed to measure changes in resistance upon interaction with C. jejuni. The sensitivity of the phage protein-immobilized electrode was assessed using the various concentrations of C. jejuni NCTC 11168 ranging from 102-109 colony forming units (CFU)/mL). The change transfer resistance of the biosensor increased with increasing numbers of C. jejuni NCTC 11168 cells. The detection limit was determined to be approximately 103 CFU/mL in the buffer and 102 CFU/mL in the ex vivo samples. Salmonella enterica subsp. enterica serotype Typhimurium-291RH and Listeria monocytogenes Scott A were used as nontarget bacterial cells to assess the specificity of the developed biosensor. Results showed that the developed biosensor was highly specific toward the target C. jejuni NCTC 11168, as no signal was observed for the nontarget bacterial cells.
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  • 文章类型: Journal Article
    蛋白质-表面活性剂相互作用是由蛋白质折叠产生的静电和疏水性力的动态相互作用。我们采用阻抗谱(IS),一种无标签的方法,为了研究人血清白蛋白(HSA)的展开和重折叠,球状血浆蛋白,在两种表面活性剂的存在下:聚山梨酯-20(Tween-20),非离子表面活性剂,和十二烷基硫酸钠(SDS),阴离子表面活性剂。从生理pH和室温下HSA在水溶液中的阻抗谱预测等效电模拟电路,专注于改变共溶解表面活性剂的浓度。通过将表面活性剂处理的蛋白质样品与裸露的表面活性剂溶液进行比较,可以观察到介电常数(ε\')和离子电导率(κ)的变化,以评估HSA中表面活性剂引起的构象变化。远UV圆二色性分析显示,添加SDS后,α-螺旋减少,β-折叠和无规卷曲增加,被吐温-20逆转了。动态光散射通过测量HSA的流体动力学直径(dh)的变化来支持这一发现。通过检查蛋白质内单个色氨酸(W)周围的微环境,通过光致发光光谱法还观察到HSA与表面活性剂的展开和重折叠。并使用修正的Stern-Volmer方程获得热力学参数。我们的研究探索了蛋白质-表面活性剂相互作用的有趣领域,通过研究样品的电响应,提供具有广阔应用前景的见解,并作为研究蛋白质构象变化的合适替代技术。
    Protein-surfactant interaction is a dynamic interplay of electrostatic and hydrophobic forces that ensues from the folding of a protein. We employ impedance spectroscopy (IS), a label-free method, to investigate the unfolding and refolding of human serum albumin (HSA), a globular plasma protein, in the presence of two surfactants: polysorbate-20 (Tween-20), a nonionic surfactant, and sodium dodecyl sulfate (SDS), an anionic surfactant. The equivalent electrical analog circuit was predicted from impedance spectra of HSA in an aqueous solution at physiological pH and room temperature, focusing on varying the concentration of codissolved surfactants. A change in the dielectric constant (ε\') and ionic conductivity (κ) is observed by comparing the surfactant-treated protein samples to the bare surfactant solutions to assess the conformational changes induced by surfactants in HSA. Far-UV circular dichroism analysis revealed a decrease in α-helices and an increase in β-sheets and random coils upon SDS addition, which were reversed by Tween-20. Dynamic light scattering supported the findings by measuring changes in the hydrodynamic diameter (dh) of HSA. Unfolding and refolding of HSA with surfactants were also observed through photoluminescence spectroscopy by examining the microenvironment surrounding the single tryptophan (W) within the protein, and the thermodynamic parameters were obtained using the modified Stern-Volmer equation. Our research explores the intriguing domain of protein-surfactant interactions, offering insights with promising applications across diverse biological processes and IS as a suitable alternative technique for investigating protein conformational changes by studying the electrical response of the samples.
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  • 文章类型: Journal Article
    对健康相关生化参数的实时和无创监测的迫切需要推动了可穿戴汗液传感器的发展。现有的电化学传感器在各种化学生物标志物的实时分析中显示出希望。这些传感器通常依赖于标记和氧化还原探针来产生和放大用于以有限的灵敏度检测和定量分析物的信号。在这项研究中,我们引入了一种基于分子印迹聚合物(MIP)的生化传感器,以使用电化学阻抗谱量化汗液中的分子生物标志物,这消除了对标记或氧化还原探针的需要。分子印迹生物传感器可以在低至1pM的浓度下实现对皮质醇的灵敏和特异性检测,比以前报道的MIP皮质醇传感器低1000倍。我们将多模态电化学传感器与离子电渗疗法汗液提取模块和纸微流体集成在一起,用于实时汗液分析。几个参数可以同时量化,包括汗液量,分泌率,钠离子,和皮质醇浓度。纸微流体模块不仅量化汗液体积和分泌率,而且便于连续的汗液分析而无需用户干预。虽然我们专注于皮质醇传感作为概念验证,分子印迹的可穿戴传感器可以扩展到其他生化物质的实时检测,如蛋白质生物标志物和治疗药物。
    The urgent need for real-time and noninvasive monitoring of health-associated biochemical parameters has motivated the development of wearable sweat sensors. Existing electrochemical sensors show promise in real-time analysis of various chemical biomarkers. These sensors often rely on labels and redox probes to generate and amplify the signals for the detection and quantification of analytes with limited sensitivity. In this study, we introduce a molecularly imprinted polymer (MIP)-based biochemical sensor to quantify a molecular biomarker in sweat using electrochemical impedance spectroscopy, which eliminates the need for labels or redox probes. The molecularly imprinted biosensor can achieve sensitive and specific detection of cortisol at concentrations as low as 1 pM, 1000-fold lower than previously reported MIP cortisol sensors. We integrated multimodal electrochemical sensors with an iontophoresis sweat extraction module and paper microfluidics for real-time sweat analysis. Several parameters can be simultaneously quantified, including sweat volume, secretion rate, sodium ion, and cortisol concentration. Paper microfluidic modules not only quantify sweat volume and secretion rate but also facilitate continuous sweat analysis without user intervention. While we focus on cortisol sensing as a proof-of-concept, the molecularly imprinted wearable sensors can be extended to real-time detection of other biochemicals, such as protein biomarkers and therapeutic drugs.
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