首页 > 最新文献

Biosensors-Basel最新文献

英文 中文
Solid-Phase Electrochemiluminescence Enzyme Electrodes Based on Nanocage Arrays for Highly Sensitive Detection of Cholesterol. 基于纳米笼阵列的固相电化学发光酶电极用于高灵敏度检测胆固醇。
IF 4.9 3区 工程技术 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-08-21 DOI: 10.3390/bios14080403
Xinying Ma, Zhe Zhang, Yanyan Zheng, Jiyang Liu

The convenient and sensitive detection of metabolites is of great significance for understanding human health status and drug development. Solid-phase electrochemiluminescence (ECL) enzyme electrodes show great potential in metabolite detection based on the enzyme-catalyzed reaction product hydrogen peroxide (H2O2). Herein, a solid-phase ECL enzyme sensor was fabricated based on a confined emitter and an immobilized enzyme using electrostatic nanocage array, constructing a platform for the sensitive detection of cholesterol. The electrostatic cage nanochannel consists of a bipolar and bilayer vertically aligned mesoporous silica film (bp-VMSF). The upper layer of bp-VMSF is an amino-modified, positively charged VMSF (p-VMSF), and the lower layer is a negatively charged VMSF (n-VMSF). The most commonly used ECL probe tris(bipyridine)ruthenium(II) (Ru(bpy)32+) is fixed in n-VMSF by electrostatic adsorption from n-VMSF and electrostatic repulsion from the upper p-VMSF, generating significantly enhanced and stable ECL signals. The successful preparation of the electrostatic cage was characterized by scanning electron microscopy (SEM) and electrochemical methods. After amino groups on the outer surface of bp-VMSF were derivatized with aldehyde, cholesterol oxidase (ChOx) molecules were covalently immobilized. The successful construction of the enzyme electrode was characterized by cyclic voltammetry (CV) and electrochemical impedance spectroscopy (EIS). When the corresponding enzyme substrate, cholesterol, was present in the solution, the ECL signal of Ru(bpy)32+ was quenched by the enzyme-catalyzed reaction product H2O2, enabling the high-sensitivity detection of cholesterol. The linear range for detecting cholesterol was from 0.05 mM to 5.0 mM, with a limit of detection (LOD) of 1.5 μM.

方便灵敏地检测代谢物对于了解人类健康状况和药物开发具有重要意义。基于酶催化反应产物过氧化氢(H2O2),固相电化学发光(ECL)酶电极在代谢物检测中显示出巨大的潜力。在此,我们利用静电纳米笼阵列制作了一种基于密闭发射器和固定化酶的固相 ECL 酶传感器,构建了一个灵敏检测胆固醇的平台。静电笼纳米通道由双极和双层垂直排列介孔二氧化硅薄膜(bp-VMSF)组成。bp-VMSF 的上层是氨基修饰的带正电的 VMSF(p-VMSF),下层是带负电的 VMSF(n-VMSF)。最常用的 ECL 探针三(联吡啶)钌(II) (Ru(bpy)32+) 通过 n-VMSF 的静电吸附和上层 p-VMSF 的静电排斥被固定在 n-VMSF 中,从而产生明显增强且稳定的 ECL 信号。扫描电子显微镜(SEM)和电化学方法对静电笼的成功制备进行了表征。用醛衍生 bp-VMSF 外表面的氨基后,共价固定了胆固醇氧化酶(ChOx)分子。循环伏安法(CV)和电化学阻抗谱(EIS)对酶电极的成功构建进行了表征。当溶液中存在相应的酶底物胆固醇时,Ru(铋)32+ 的 ECL 信号被酶催化反应产物 H2O2 所淬灭,从而实现了对胆固醇的高灵敏度检测。检测胆固醇的线性范围为 0.05 mM 至 5.0 mM,检测限为 1.5 μM。
{"title":"Solid-Phase Electrochemiluminescence Enzyme Electrodes Based on Nanocage Arrays for Highly Sensitive Detection of Cholesterol.","authors":"Xinying Ma, Zhe Zhang, Yanyan Zheng, Jiyang Liu","doi":"10.3390/bios14080403","DOIUrl":"10.3390/bios14080403","url":null,"abstract":"<p><p>The convenient and sensitive detection of metabolites is of great significance for understanding human health status and drug development. Solid-phase electrochemiluminescence (ECL) enzyme electrodes show great potential in metabolite detection based on the enzyme-catalyzed reaction product hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>). Herein, a solid-phase ECL enzyme sensor was fabricated based on a confined emitter and an immobilized enzyme using electrostatic nanocage array, constructing a platform for the sensitive detection of cholesterol. The electrostatic cage nanochannel consists of a bipolar and bilayer vertically aligned mesoporous silica film (bp-VMSF). The upper layer of bp-VMSF is an amino-modified, positively charged VMSF (p-VMSF), and the lower layer is a negatively charged VMSF (n-VMSF). The most commonly used ECL probe tris(bipyridine)ruthenium(II) (Ru(bpy)<sub>3</sub><sup>2+</sup>) is fixed in n-VMSF by electrostatic adsorption from n-VMSF and electrostatic repulsion from the upper p-VMSF, generating significantly enhanced and stable ECL signals. The successful preparation of the electrostatic cage was characterized by scanning electron microscopy (SEM) and electrochemical methods. After amino groups on the outer surface of bp-VMSF were derivatized with aldehyde, cholesterol oxidase (ChOx) molecules were covalently immobilized. The successful construction of the enzyme electrode was characterized by cyclic voltammetry (CV) and electrochemical impedance spectroscopy (EIS). When the corresponding enzyme substrate, cholesterol, was present in the solution, the ECL signal of Ru(bpy)<sub>3</sub><sup>2+</sup> was quenched by the enzyme-catalyzed reaction product H<sub>2</sub>O<sub>2</sub>, enabling the high-sensitivity detection of cholesterol. The linear range for detecting cholesterol was from 0.05 mM to 5.0 mM, with a limit of detection (LOD) of 1.5 μM.</p>","PeriodicalId":48608,"journal":{"name":"Biosensors-Basel","volume":"14 8","pages":""},"PeriodicalIF":4.9,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11353124/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142082316","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Bacteriophage Protein-Based Impedimetric Electrochemical Biosensor for the Detection of Campylobacter jejuni. 用于检测空肠弯曲杆菌的基于噬菌体蛋白的阻抗电化学生物传感器
IF 4.9 3区 工程技术 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-08-21 DOI: 10.3390/bios14080402
Baviththira Suganthan, Ashley M Rogers, Clay S Crippen, Hamid Asadi, Or Zolti, Christine M Szymanski, Ramaraja P Ramasamy

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.

空肠弯曲菌是一种常见的食源性病原体,存在于家禽中,可导致严重的危及人类生命的疾病。检测食品中的这种病原体对于控制食源性疾病的爆发非常重要。本研究报告了一种基于噬菌体蛋白的新型阻抗生物传感器,利用基因工程受体结合噬菌体蛋白 FlaGrab 作为生物受体,检测浓度为 100 CFU/mL 的空肠大肠杆菌 NCTC 11168。电化学阻抗光谱(EIS)技术用于测量与空肠杆菌相互作用时的电阻变化。使用不同浓度的空肠杆菌 NCTC 11168(102-109 菌落总数(CFU)/毫升)评估了噬菌体蛋白固定电极的灵敏度。随着空肠杆菌 NCTC 11168 细胞数量的增加,生物传感器的转移电阻也随之增加。经测定,缓冲液中的检测限约为 103 CFU/mL,体内外样本中的检测限约为 102 CFU/mL。肠炎沙门氏菌亚种血清型 Typhimurium-291RH 和单核细胞增生李斯特菌 Scott A 被用作非目标细菌细胞,以评估所开发生物传感器的特异性。结果表明,所开发的生物传感器对目标空肠大肠杆菌 NCTC 11168 具有高度特异性,因为在非目标细菌细胞中没有观察到信号。
{"title":"A Bacteriophage Protein-Based Impedimetric Electrochemical Biosensor for the Detection of <i>Campylobacter jejuni</i>.","authors":"Baviththira Suganthan, Ashley M Rogers, Clay S Crippen, Hamid Asadi, Or Zolti, Christine M Szymanski, Ramaraja P Ramasamy","doi":"10.3390/bios14080402","DOIUrl":"10.3390/bios14080402","url":null,"abstract":"<p><p><i>Campylobacter jejuni</i> 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 <i>C. jejuni</i> 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 <i>C. jejuni</i>. The sensitivity of the phage protein-immobilized electrode was assessed using the various concentrations of <i>C. jejuni</i> NCTC 11168 ranging from 10<sup>2</sup>-10<sup>9</sup> colony forming units (CFU)/mL). The change transfer resistance of the biosensor increased with increasing numbers of <i>C. jejuni</i> NCTC 11168 cells. The detection limit was determined to be approximately 10<sup>3</sup> CFU/mL in the buffer and 10<sup>2</sup> CFU/mL in the ex vivo samples. <i>Salmonella enterica</i> subsp. <i>enterica</i> serotype Typhimurium-291RH and <i>Listeria monocytogenes</i> 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 <i>C. jejuni</i> NCTC 11168, as no signal was observed for the nontarget bacterial cells.</p>","PeriodicalId":48608,"journal":{"name":"Biosensors-Basel","volume":"14 8","pages":""},"PeriodicalIF":4.9,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11352438/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142082272","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Applying a Fluorescence Polarization Assay for Detection of Brucellosis in Animals Using the Fluorescently Labeled Synthetic Oligosaccharides as Biosensing Tracer. 利用荧光标记合成低聚糖作为生物传感示踪剂,应用荧光极化测定法检测动物布鲁氏菌病。
IF 4.9 3区 工程技术 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-08-21 DOI: 10.3390/bios14080404
Liliya I Mukhametova, Dmitry O Zherdev, Sergei A Eremin, Anton N Kuznetsov, Viktor I Yudin, Oleg D Sclyarov, Olesia V Babicheva, Anton V Motorygin, Yury E Tsvetkov, Vadim B Krylov, Nikolay E Nifantiev

Brucellosis in animals is an infectious disease caused by bacteria of the genus Brucella. Known methods for diagnosing brucellosis face some challenges, due to the difficulties in isolating and standardizing the natural brucellosis antigen. In this work, we investigated the possibility of using the fluorescence polarization assay (FPA) with synthetic glycoconjugate biosensing tracers to detect antibodies against Brucella as a new methodology for diagnosing brucellosis. Based on the received results, the synthetic fluorescein-labeled trisaccharide tracer is most effective for Brucellosis detection. This tracer is structurally related to the immune determinant fragment of the Brucella LPS buildup of N-formyl-d-perosamine units, connected via α-(1→3)-linkage at the non-reducing end and α-(1→2)-linkage at the reducing end. The sensitivity and specificity in the case of the use of trisaccharide tracer 3b were 71% and 100% (Yuden's method) and 87% and 88% (Euclidean method), respectively, which is comparable with the diagnostic efficiency of traditionally used serological methods, such as the agglutination test (AT), complement fixation test (CFT), and Rose Bengal test (RBT). Given the known advantages of FPA (e.g., speed, compactness of the equipment, and standard reagents) and the increased specificity of the developed test system, it would be appropriate to consider its widespread use for the diagnosis of brucellosis in animals, including rapid testing in the field.

动物布鲁氏菌病是由布鲁氏菌属细菌引起的一种传染病。由于天然布鲁氏菌病抗原的分离和标准化存在困难,目前已知的布鲁氏菌病诊断方法面临一些挑战。在这项工作中,我们研究了使用荧光偏振测定(FPA)和合成糖类生物传感示踪剂检测布鲁氏菌抗体作为诊断布鲁氏菌病新方法的可能性。根据研究结果,合成荧光素标记的三糖示踪剂对布鲁氏菌病的检测最为有效。这种示踪剂在结构上与布鲁氏菌 LPS 的免疫决定簇片段有关,该片段由 N-甲酰基-d-过氨基单元组成,在非还原端通过 α-(1→3)连接,在还原端通过 α-(1→2)连接。使用三糖示踪剂 3b 的灵敏度和特异性分别为 71%和 100%(Yuden 法)和 87%和 88%(Euclidean 法),与传统使用的血清学方法(如凝集试验(AT)、补体固定试验(CFT)和玫瑰孟加拉试验(RBT))的诊断效率相当。鉴于 FPA 已知的优点(如速度快、设备小巧和标准试剂)以及所开发的检测系统特异性的提高,考虑将其广泛用于动物布鲁氏菌病的诊断,包括野外快速检测是合适的。
{"title":"Applying a Fluorescence Polarization Assay for Detection of Brucellosis in Animals Using the Fluorescently Labeled Synthetic Oligosaccharides as Biosensing Tracer.","authors":"Liliya I Mukhametova, Dmitry O Zherdev, Sergei A Eremin, Anton N Kuznetsov, Viktor I Yudin, Oleg D Sclyarov, Olesia V Babicheva, Anton V Motorygin, Yury E Tsvetkov, Vadim B Krylov, Nikolay E Nifantiev","doi":"10.3390/bios14080404","DOIUrl":"10.3390/bios14080404","url":null,"abstract":"<p><p>Brucellosis in animals is an infectious disease caused by bacteria of the genus <i>Brucella</i>. Known methods for diagnosing brucellosis face some challenges, due to the difficulties in isolating and standardizing the natural brucellosis antigen. In this work, we investigated the possibility of using the fluorescence polarization assay (FPA) with synthetic glycoconjugate biosensing tracers to detect antibodies against <i>Brucella</i> as a new methodology for diagnosing brucellosis. Based on the received results, the synthetic fluorescein-labeled trisaccharide tracer is most effective for Brucellosis detection. This tracer is structurally related to the immune determinant fragment of the <i>Brucella</i> LPS buildup of N-formyl-d-perosamine units, connected via α-(1→3)-linkage at the non-reducing end and α-(1→2)-linkage at the reducing end. The sensitivity and specificity in the case of the use of trisaccharide tracer <b>3b</b> were 71% and 100% (Yuden's method) and 87% and 88% (Euclidean method), respectively, which is comparable with the diagnostic efficiency of traditionally used serological methods, such as the agglutination test (AT), complement fixation test (CFT), and Rose Bengal test (RBT). Given the known advantages of FPA (e.g., speed, compactness of the equipment, and standard reagents) and the increased specificity of the developed test system, it would be appropriate to consider its widespread use for the diagnosis of brucellosis in animals, including rapid testing in the field.</p>","PeriodicalId":48608,"journal":{"name":"Biosensors-Basel","volume":"14 8","pages":""},"PeriodicalIF":4.9,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11352515/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142082274","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Centrifugal Microfluidic Cell Culture Platform for Physiologically Relevant Virus Infection Studies: A Case Study with HSV-1 Infection of Periodontal Cells. 用于生理学相关病毒感染研究的离心微流控细胞培养平台:HSV-1 感染牙周细胞的案例研究。
IF 4.9 3区 工程技术 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-08-20 DOI: 10.3390/bios14080401
Juliane Fjelrad Christfort, Morgane Ortis, Hau Van Nguyen, Robert Marsault, Alain Doglio

Static well plates remain the gold standard to study viral infections in vitro, but they cannot accurately mimic dynamic viral infections as they occur in the human body. Therefore, we established a dynamic cell culture platform, based on centrifugal microfluidics, to study viral infections in perfusion. To do so, we used human primary periodontal dental ligament (PDL) cells and herpes simplex virus-1 (HSV-1) as a case study. By microscopy, we confirmed that the PDL cells efficiently attached and grew in the chip. Successful dynamic viral infection of perfused PDL cells was monitored using fluorescent imaging and RT-qPCR-based experiments. Remarkably, viral infection in flow resulted in a gradient of HSV-1-infected cells gradually decreasing from the cell culture chamber entrance towards its end. The perfusion of acyclovir in the chip prevented HSV-1 spreading, demonstrating the usefulness of such a platform for monitoring the effects of antiviral drugs. In addition, the innate antiviral response of PDL cells, measured by interferon gene expression, increased significantly over time in conventional static conditions compared to the perfusion model. These results provide evidence suggesting that dynamic viral infections differ from conventional static infections, which highlights the need for more physiologically relevant in vitro models to study viral infections.

静态孔板仍然是研究体外病毒感染的黄金标准,但它无法准确模拟人体内发生的动态病毒感染。因此,我们建立了一个基于离心微流控技术的动态细胞培养平台,以研究灌流中的病毒感染。为此,我们以人类牙周韧带(PDL)原代细胞和单纯疱疹病毒-1(HSV-1)为案例进行了研究。通过显微镜观察,我们证实 PDL 细胞能在芯片中有效附着和生长。通过荧光成像和基于 RT-qPCR 的实验监测了灌注 PDL 细胞成功的动态病毒感染。值得注意的是,流式病毒感染导致 HSV-1 感染细胞的梯度从细胞培养室入口向末端逐渐降低。在芯片中灌注阿昔洛韦阻止了 HSV-1 的扩散,证明了这种平台在监测抗病毒药物效果方面的实用性。此外,与灌流模型相比,通过干扰素基因表达衡量的 PDL 细胞先天抗病毒反应在传统静态条件下随着时间的推移显著增强。这些结果提供的证据表明,动态病毒感染不同于传统的静态感染,这突出表明需要更多与生理相关的体外模型来研究病毒感染。
{"title":"Centrifugal Microfluidic Cell Culture Platform for Physiologically Relevant Virus Infection Studies: A Case Study with HSV-1 Infection of Periodontal Cells.","authors":"Juliane Fjelrad Christfort, Morgane Ortis, Hau Van Nguyen, Robert Marsault, Alain Doglio","doi":"10.3390/bios14080401","DOIUrl":"10.3390/bios14080401","url":null,"abstract":"<p><p>Static well plates remain the gold standard to study viral infections in vitro, but they cannot accurately mimic dynamic viral infections as they occur in the human body. Therefore, we established a dynamic cell culture platform, based on centrifugal microfluidics, to study viral infections in perfusion. To do so, we used human primary periodontal dental ligament (PDL) cells and herpes simplex virus-1 (HSV-1) as a case study. By microscopy, we confirmed that the PDL cells efficiently attached and grew in the chip. Successful dynamic viral infection of perfused PDL cells was monitored using fluorescent imaging and RT-qPCR-based experiments. Remarkably, viral infection in flow resulted in a gradient of HSV-1-infected cells gradually decreasing from the cell culture chamber entrance towards its end. The perfusion of acyclovir in the chip prevented HSV-1 spreading, demonstrating the usefulness of such a platform for monitoring the effects of antiviral drugs. In addition, the innate antiviral response of PDL cells, measured by interferon gene expression, increased significantly over time in conventional static conditions compared to the perfusion model. These results provide evidence suggesting that dynamic viral infections differ from conventional static infections, which highlights the need for more physiologically relevant in vitro models to study viral infections.</p>","PeriodicalId":48608,"journal":{"name":"Biosensors-Basel","volume":"14 8","pages":""},"PeriodicalIF":4.9,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11352947/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142082277","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Capillary Flow-Based One-Minute Quantification of Amyloid Proteolysis. 基于毛细管流的一分钟淀粉样蛋白定量分析
IF 4.9 3区 工程技术 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-08-19 DOI: 10.3390/bios14080400
Taeha Lee, Da Yeon Cheong, Kang Hyun Lee, Jae Hyun You, Jinsung Park, Gyudo Lee

Quantifying the formation and decomposition of amyloid is a crucial issue in the development of new drugs and therapies for treating amyloidosis. The current technologies for grasping amyloid formation and decomposition include fluorescence analysis using thioflavin-T, secondary structure analysis using circular dichroism, and image analysis using atomic force microscopy or transmission electron microscopy. These technologies typically require spectroscopic devices or expensive nanoscale imaging equipment and involve lengthy analysis, which limits the rapid screening of amyloid-degrading drugs. In this study, we introduce a technology for rapidly assessing amyloid decomposition using capillary flow-based paper (CFP). Amyloid solutions exhibit gel-like physical properties due to insoluble denatured polymers, resulting in a shorter flow distance on CFP compared to pure water. Experimental conditions were established to consistently control the flow distance based on a hen-egg-white lysozyme amyloid solution. It was confirmed that as amyloid is decomposed by trypsin, the flow distance increases on the CFP. Our method is highly useful for detecting changes in the gel properties of amyloid solutions within a minute, and we anticipate its use in the rapid, large-scale screening of anti-amyloid agents in the future.

量化淀粉样蛋白的形成和分解是开发治疗淀粉样变性病的新药物和疗法的关键问题。目前掌握淀粉样蛋白形成和分解的技术包括利用硫黄素-T进行荧光分析、利用圆二色性进行二级结构分析以及利用原子力显微镜或透射电子显微镜进行图像分析。这些技术通常需要光谱设备或昂贵的纳米级成像设备,分析时间长,限制了淀粉样蛋白降解药物的快速筛选。在本研究中,我们介绍了一种利用毛细管流纸(CFP)快速评估淀粉样蛋白分解的技术。由于淀粉样蛋白溶液具有不溶性变性聚合物的凝胶状物理性质,因此与纯水相比,淀粉样蛋白溶液在 CFP 上的流动距离较短。基于鸡卵白溶菌酶淀粉溶液,建立了持续控制流动距离的实验条件。实验证实,当淀粉样蛋白被胰蛋白酶分解时,在 CFP 上的流动距离会增加。我们的方法对于在一分钟内检测淀粉样蛋白溶液凝胶性质的变化非常有用,我们期待它将来能用于抗淀粉样蛋白药物的快速、大规模筛选。
{"title":"Capillary Flow-Based One-Minute Quantification of Amyloid Proteolysis.","authors":"Taeha Lee, Da Yeon Cheong, Kang Hyun Lee, Jae Hyun You, Jinsung Park, Gyudo Lee","doi":"10.3390/bios14080400","DOIUrl":"10.3390/bios14080400","url":null,"abstract":"<p><p>Quantifying the formation and decomposition of amyloid is a crucial issue in the development of new drugs and therapies for treating amyloidosis. The current technologies for grasping amyloid formation and decomposition include fluorescence analysis using thioflavin-T, secondary structure analysis using circular dichroism, and image analysis using atomic force microscopy or transmission electron microscopy. These technologies typically require spectroscopic devices or expensive nanoscale imaging equipment and involve lengthy analysis, which limits the rapid screening of amyloid-degrading drugs. In this study, we introduce a technology for rapidly assessing amyloid decomposition using capillary flow-based paper (CFP). Amyloid solutions exhibit gel-like physical properties due to insoluble denatured polymers, resulting in a shorter flow distance on CFP compared to pure water. Experimental conditions were established to consistently control the flow distance based on a hen-egg-white lysozyme amyloid solution. It was confirmed that as amyloid is decomposed by trypsin, the flow distance increases on the CFP. Our method is highly useful for detecting changes in the gel properties of amyloid solutions within a minute, and we anticipate its use in the rapid, large-scale screening of anti-amyloid agents in the future.</p>","PeriodicalId":48608,"journal":{"name":"Biosensors-Basel","volume":"14 8","pages":""},"PeriodicalIF":4.9,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11353070/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142082276","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of Novel Surface-Enhanced Raman Spectroscopy-Based Biosensors by Controlling the Roughness of Gold/Alumina Platforms for Highly Sensitive Detection of Pyocyanin Secreted from Pseudomonas aeruginosa. 通过控制金/氧化铝平台的粗糙度开发基于表面增强拉曼光谱的新型生物传感器,用于高灵敏度检测铜绿假单胞菌分泌的焦花青素。
IF 4.9 3区 工程技术 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-08-19 DOI: 10.3390/bios14080399
Waleed A El-Said, Tamer S Saleh, Abdullah Saad Al-Bogami, Mohmmad Younus Wani, Jeong-Woo Choi

Pyocyanin is considered a maker of Pseudomonas aeruginosa (P. aeruginosa) infection. Pyocyanin is among the toxins released by the P. aeruginosa bacteria. Therefore, the development of a direct detection of PYO is crucial due to its importance. Among the different optical techniques, the Raman technique showed unique advantages because of its fingerprint data, no sample preparation, and high sensitivity besides its ease of use. Noble metal nanostructures were used to improve the Raman response based on the surface-enhanced Raman scattering (SERS) technique. Anodic metal oxide attracts much interest due to its unique morphology and applications. The porous metal structure provides a large surface area that could be used as a hard template for periodic nanostructure array fabrication. Porous shapes and sizes could be controlled by controlling the anodization parameters, including the anodization voltage, current, temperature, and time, besides the metal purity and the electrolyte type/concentration. The anodization of aluminum foil results in anodic aluminum oxide (AAO) formation with different roughness. Here, we will use the roughness as hotspot centers to enhance the Raman signals. Firstly, a thin film of gold was deposited to develop gold/alumina (Au/AAO) platforms and then applied as SERS-active surfaces. The morphology and roughness of the developed substrates were investigated using scanning electron microscopy (SEM) and atomic force microscopy (AFM) techniques. The Au/AAO substrates were used for monitoring pyocyanin secreted from Pseudomonas aeruginosa microorganisms based on the SERS technique. The results showed that the roughness degree affects the enhancement efficiency of this sensor. The high enhancement was obtained in the case of depositing a 30 nm layer of gold onto the second anodized substrates. The developed sensor showed high sensitivity toward pyocyanin with a limit of detection of 96 nM with a linear response over a dynamic range from 1 µM to 9 µM.

焦花青素被认为是铜绿假单胞菌(P. aeruginosa)感染的制造者。焦花青素是铜绿假单胞菌释放的毒素之一。因此,鉴于PYO的重要性,开发直接检测PYO的方法至关重要。在各种光学技术中,拉曼技术因其指纹数据、无需样品制备、灵敏度高以及使用方便等优点而显示出独特的优势。基于表面增强拉曼散射(SERS)技术,贵金属纳米结构被用来改善拉曼响应。阳极金属氧化物因其独特的形态和应用而备受关注。多孔金属结构具有较大的表面积,可用作周期性纳米结构阵列制造的硬模板。除了金属纯度和电解液类型/浓度之外,还可以通过控制阳极氧化参数(包括阳极氧化电压、电流、温度和时间)来控制多孔的形状和大小。铝箔阳极氧化会形成不同粗糙度的阳极氧化铝(AAO)。在此,我们将利用粗糙度作为热点中心来增强拉曼信号。首先,沉积一层金薄膜来开发金/氧化铝(Au/AAO)平台,然后将其用作 SERS 活性表面。使用扫描电子显微镜(SEM)和原子力显微镜(AFM)技术研究了所开发基底的形态和粗糙度。基于 SERS 技术,将 Au/AAO 基底用于监测铜绿假单胞菌微生物分泌的焦花青素。结果表明,粗糙度会影响该传感器的增强效率。在二次阳极氧化基底上沉积 30 nm 金层时,传感器的增强效率较高。所开发的传感器对焦花青素具有很高的灵敏度,检测限为 96 nM,在 1 µM 至 9 µM 的动态范围内呈线性响应。
{"title":"Development of Novel Surface-Enhanced Raman Spectroscopy-Based Biosensors by Controlling the Roughness of Gold/Alumina Platforms for Highly Sensitive Detection of Pyocyanin Secreted from <i>Pseudomonas aeruginosa</i>.","authors":"Waleed A El-Said, Tamer S Saleh, Abdullah Saad Al-Bogami, Mohmmad Younus Wani, Jeong-Woo Choi","doi":"10.3390/bios14080399","DOIUrl":"10.3390/bios14080399","url":null,"abstract":"<p><p>Pyocyanin is considered a maker of <i>Pseudomonas aeruginosa</i> (<i>P. aeruginosa</i>) infection. Pyocyanin is among the toxins released by the <i>P. aeruginosa</i> bacteria. Therefore, the development of a direct detection of PYO is crucial due to its importance. Among the different optical techniques, the Raman technique showed unique advantages because of its fingerprint data, no sample preparation, and high sensitivity besides its ease of use. Noble metal nanostructures were used to improve the Raman response based on the surface-enhanced Raman scattering (SERS) technique. Anodic metal oxide attracts much interest due to its unique morphology and applications. The porous metal structure provides a large surface area that could be used as a hard template for periodic nanostructure array fabrication. Porous shapes and sizes could be controlled by controlling the anodization parameters, including the anodization voltage, current, temperature, and time, besides the metal purity and the electrolyte type/concentration. The anodization of aluminum foil results in anodic aluminum oxide (AAO) formation with different roughness. Here, we will use the roughness as hotspot centers to enhance the Raman signals. Firstly, a thin film of gold was deposited to develop gold/alumina (Au/AAO) platforms and then applied as SERS-active surfaces. The morphology and roughness of the developed substrates were investigated using scanning electron microscopy (SEM) and atomic force microscopy (AFM) techniques. The Au/AAO substrates were used for monitoring pyocyanin secreted from <i>Pseudomonas aeruginosa</i> microorganisms based on the SERS technique. The results showed that the roughness degree affects the enhancement efficiency of this sensor. The high enhancement was obtained in the case of depositing a 30 nm layer of gold onto the second anodized substrates. The developed sensor showed high sensitivity toward pyocyanin with a limit of detection of 96 nM with a linear response over a dynamic range from 1 µM to 9 µM.</p>","PeriodicalId":48608,"journal":{"name":"Biosensors-Basel","volume":"14 8","pages":""},"PeriodicalIF":4.9,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11352426/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142082278","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Imaging Diffractometric Biosensors for Label-Free, Multi-Molecular Interaction Analysis. 用于无标记、多分子相互作用分析的成像衍射生物传感器。
IF 4.9 3区 工程技术 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-08-17 DOI: 10.3390/bios14080398
Cornelia Reuter, Walter Hauswald, Sindy Burgold-Voigt, Uwe Hübner, Ralf Ehricht, Karina Weber, Juergen Popp

Biosensors are used for the specific and sensitive detection of biomolecules. In conventional approaches, the suspected target molecules are bound to selected capture molecules and successful binding is indicated by additional labelling to enable optical readout. This labelling requires additional processing steps tailored to the application. While numerous label-free interaction assays exist, they often compromise on detection characteristics. In this context, we introduce a novel diffractometric biosensor, comprising a diffractive biosensor chip and an associated optical reader assembly. This innovative system can capture an entire assay, detecting various types of molecules in a label-free manner and present the results within in a single, comprehensive image. The applicability of the biosensor is assessed for the detection of viral DNA as well as proteins directly in human plasma, investigating different antigens. In our experiments, we achieve a detection limit of 4.2 pg/mm², which is comparable to other label-free optical biosensors. The simplicity and robustness of the method make it a compelling option for advancing biosensing technologies. This work contributes to the development of an imaging diffractometric biosensor with the potential for multiple applications in molecular interaction analysis.

生物传感器用于对生物分子进行特异而灵敏的检测。在传统方法中,可疑的目标分子与选定的捕获分子结合,并通过额外的标记来表明结合成功,从而实现光学读数。这种标记需要根据应用情况进行额外的处理步骤。虽然存在许多无标记相互作用检测方法,但它们往往在检测特性上大打折扣。在这种情况下,我们推出了一种新型衍射生物传感器,由衍射生物传感器芯片和相关的光学读取器组件组成。这种创新系统可以捕捉整个检测过程,以无标记方式检测各种类型的分子,并将检测结果以单一、全面的图像呈现出来。我们评估了这种生物传感器的适用性,它可以直接检测人体血浆中的病毒 DNA 和蛋白质,并对不同的抗原进行研究。在实验中,我们的检测限达到了 4.2 pg/mm²,与其他无标记光学生物传感器相当。该方法的简便性和稳健性使其成为推动生物传感技术发展的一个令人信服的选择。这项工作有助于开发一种成像衍射生物传感器,它在分子相互作用分析中具有多种应用潜力。
{"title":"Imaging Diffractometric Biosensors for Label-Free, Multi-Molecular Interaction Analysis.","authors":"Cornelia Reuter, Walter Hauswald, Sindy Burgold-Voigt, Uwe Hübner, Ralf Ehricht, Karina Weber, Juergen Popp","doi":"10.3390/bios14080398","DOIUrl":"10.3390/bios14080398","url":null,"abstract":"<p><p>Biosensors are used for the specific and sensitive detection of biomolecules. In conventional approaches, the suspected target molecules are bound to selected capture molecules and successful binding is indicated by additional labelling to enable optical readout. This labelling requires additional processing steps tailored to the application. While numerous label-free interaction assays exist, they often compromise on detection characteristics. In this context, we introduce a novel diffractometric biosensor, comprising a diffractive biosensor chip and an associated optical reader assembly. This innovative system can capture an entire assay, detecting various types of molecules in a label-free manner and present the results within in a single, comprehensive image. The applicability of the biosensor is assessed for the detection of viral DNA as well as proteins directly in human plasma, investigating different antigens. In our experiments, we achieve a detection limit of 4.2 pg/mm², which is comparable to other label-free optical biosensors. The simplicity and robustness of the method make it a compelling option for advancing biosensing technologies. This work contributes to the development of an imaging diffractometric biosensor with the potential for multiple applications in molecular interaction analysis.</p>","PeriodicalId":48608,"journal":{"name":"Biosensors-Basel","volume":"14 8","pages":""},"PeriodicalIF":4.9,"publicationDate":"2024-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11352734/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142082281","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multiwavelength Photoacoustic Doppler Flowmetry of Living Microalgae Cells. 活体微藻细胞的多波长光声多普勒流量计。
IF 4.9 3区 工程技术 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-08-16 DOI: 10.3390/bios14080397
Tayyab Farooq, Xiuru Wu, Sheng Yan, Hui Fang

Photoacoustics can provide a direct measurement of light absorption by microalgae depending on the photosynthesis pigment within them. In this study, we have performed photoacoustic flowmetry on living microalgae cells to measure their flow characteristics, which include flow speed, flow angle, flow direction, and, more importantly, the photoacoustic absorption spectrum, all by observing the photoacoustic Doppler power spectra during their flowing state. A supercontinuum pulsed laser with a high repetition frequency is used as the light source: through intensity modulation at a specified frequency, it can provide wavelength-selectable excitation of a photoacoustic signal centered around this frequency. Our approach can be useful to simultaneously measure the flow characteristics of microalgae and easily discriminate their different species with high accuracy in both static and dynamic states, thus facilitating the study of their cultivation and their role in our ecosystem.

根据微藻体内的光合作用色素,光声学可以直接测量微藻对光的吸收。在这项研究中,我们对活体微藻细胞进行了光声流动测量,通过观察其流动状态下的光声多普勒功率谱,测量其流动特性,包括流速、流动角度、流动方向,以及更重要的光声吸收光谱。光源采用了高重复频率的超连续脉冲激光器:通过在指定频率上的强度调制,它可以提供以该频率为中心的光声信号的波长可选激励。我们的方法可用于同时测量微藻的流动特性,并在静态和动态状态下高精度地分辨出不同种类的微藻,从而促进对微藻培养及其在生态系统中作用的研究。
{"title":"Multiwavelength Photoacoustic Doppler Flowmetry of Living Microalgae Cells.","authors":"Tayyab Farooq, Xiuru Wu, Sheng Yan, Hui Fang","doi":"10.3390/bios14080397","DOIUrl":"10.3390/bios14080397","url":null,"abstract":"<p><p>Photoacoustics can provide a direct measurement of light absorption by microalgae depending on the photosynthesis pigment within them. In this study, we have performed photoacoustic flowmetry on living microalgae cells to measure their flow characteristics, which include flow speed, flow angle, flow direction, and, more importantly, the photoacoustic absorption spectrum, all by observing the photoacoustic Doppler power spectra during their flowing state. A supercontinuum pulsed laser with a high repetition frequency is used as the light source: through intensity modulation at a specified frequency, it can provide wavelength-selectable excitation of a photoacoustic signal centered around this frequency. Our approach can be useful to simultaneously measure the flow characteristics of microalgae and easily discriminate their different species with high accuracy in both static and dynamic states, thus facilitating the study of their cultivation and their role in our ecosystem.</p>","PeriodicalId":48608,"journal":{"name":"Biosensors-Basel","volume":"14 8","pages":""},"PeriodicalIF":4.9,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11353084/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142082312","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Digitalization of Enzyme-Linked Immunosorbent Assay with Graphene Field-Effect Transistors (G-ELISA) for Portable Ferritin Determination. 利用石墨烯场效应晶体管(G-ELISA)将酶联免疫吸附测定法数字化,用于便携式铁蛋白测定。
IF 4.9 3区 工程技术 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-08-16 DOI: 10.3390/bios14080394
Melody L Candia, Esteban Piccinini, Omar Azzaroni, Waldemar A Marmisollé

Herein, we present a novel approach to quantify ferritin based on the integration of an Enzyme-Linked Immunosorbent Assay (ELISA) protocol on a Graphene Field-Effect Transistor (gFET) for bioelectronic immunosensing. The G-ELISA strategy takes advantage of the gFET inherent capability of detecting pH changes for the amplification of ferritin detection using urease as a reporter enzyme, which catalyzes the hydrolysis of urea generating a local pH increment. A portable field-effect transistor reader and electrolyte-gated gFET arrangement are employed, enabling their operation in aqueous conditions at low potentials, which is crucial for effective biological sample detection. The graphene surface is functionalized with monoclonal anti-ferritin antibodies, along with an antifouling agent, to enhance the assay specificity and sensitivity. Markedly, G-ELISA exhibits outstanding sensing performance, reaching a lower limit of detection (LOD) and higher sensitivity in ferritin quantification than unamplified gFETs. Additionally, they offer rapid detection, capable of measuring ferritin concentrations in approximately 50 min. Because of the capacity of transistor miniaturization, our innovative G-ELISA approach holds promise for the portable bioelectronic detection of multiple biomarkers using a small amount of the sample, which would be a great advancement in point-of-care testing.

在此,我们提出了一种基于酶联免疫吸附试验(ELISA)方案的新型铁蛋白定量方法,该方法集成了石墨烯场效应晶体管(gFET),用于生物电子免疫传感。G-ELISA 策略利用了 gFET 检测 pH 值变化的固有能力,使用脲酶作为报告酶来放大铁蛋白检测,脲酶催化尿素水解产生局部 pH 值增量。采用了便携式场效应晶体管阅读器和电解质门控 gFET 布局,使其能够在低电位水溶液条件下工作,这对有效检测生物样本至关重要。石墨烯表面用单克隆抗铁蛋白抗体和防污剂进行了功能化处理,以提高检测的特异性和灵敏度。与未放大的 gFET 相比,G-ELISA 具有出色的传感性能,可达到更低的检测限(LOD)和更高的铁蛋白定量灵敏度。此外,它们还具有快速检测功能,能在约 50 分钟内测量出铁蛋白浓度。由于晶体管微型化的能力,我们创新的 G-ELISA 方法有望使用少量样本对多种生物标记物进行便携式生物电子检测,这将是护理点检测的一大进步。
{"title":"Digitalization of Enzyme-Linked Immunosorbent Assay with Graphene Field-Effect Transistors (G-ELISA) for Portable Ferritin Determination.","authors":"Melody L Candia, Esteban Piccinini, Omar Azzaroni, Waldemar A Marmisollé","doi":"10.3390/bios14080394","DOIUrl":"10.3390/bios14080394","url":null,"abstract":"<p><p>Herein, we present a novel approach to quantify ferritin based on the integration of an Enzyme-Linked Immunosorbent Assay (ELISA) protocol on a Graphene Field-Effect Transistor (gFET) for bioelectronic immunosensing. The G-ELISA strategy takes advantage of the gFET inherent capability of detecting pH changes for the amplification of ferritin detection using urease as a reporter enzyme, which catalyzes the hydrolysis of urea generating a local pH increment. A portable field-effect transistor reader and electrolyte-gated gFET arrangement are employed, enabling their operation in aqueous conditions at low potentials, which is crucial for effective biological sample detection. The graphene surface is functionalized with monoclonal anti-ferritin antibodies, along with an antifouling agent, to enhance the assay specificity and sensitivity. Markedly, G-ELISA exhibits outstanding sensing performance, reaching a lower limit of detection (LOD) and higher sensitivity in ferritin quantification than unamplified gFETs. Additionally, they offer rapid detection, capable of measuring ferritin concentrations in approximately 50 min. Because of the capacity of transistor miniaturization, our innovative G-ELISA approach holds promise for the portable bioelectronic detection of multiple biomarkers using a small amount of the sample, which would be a great advancement in point-of-care testing.</p>","PeriodicalId":48608,"journal":{"name":"Biosensors-Basel","volume":"14 8","pages":""},"PeriodicalIF":4.9,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11352759/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142082279","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Surface Electromyography-Based Recognition of Electronic Taste Sensations. 基于表面肌电图的电子味觉识别。
IF 4.9 3区 工程技术 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-08-16 DOI: 10.3390/bios14080396
Asif Ullah, Fengqi Zhang, Zhendong Song, You Wang, Shuo Zhao, Waqar Riaz, Guang Li

Taste sensation recognition is a core for taste-related queries. Most prior research has been devoted to recognizing the basic taste sensations using the Brain-Computer Interface (BCI), which includes EEG, MEG, EMG, and fMRI. This research aims to recognize electronic taste (E-Taste) sensations based on surface electromyography (sEMG). Silver electrodes with platinum plating of the E-Taste device were placed on the tongue's tip to stimulate various tastes and flavors. In contrast, the electrodes of the sEMG were placed on facial muscles to collect the data. The dataset was organized and preprocessed, and a random forest classifier was applied, giving a five-fold accuracy of 70.43%. The random forest classifier was used on each participant dataset individually and in groups, providing the highest accuracy of 84.79% for a single participant. Moreover, various feature combinations were extracted and acquired 72.56% accuracy after extracting eight features. For a future perspective, this research offers guidance for electronic taste recognition based on sEMG.

味觉识别是味觉相关查询的核心。之前的研究大多致力于使用脑机接口(BCI)识别基本味觉,包括脑电图(EEG)、脑电图(MEG)、肌电图(EMG)和核磁共振成像(fMRI)。本研究旨在根据表面肌电图(sEMG)识别电子味觉(E-Taste)。E-Taste 装置的镀白金银电极被放置在舌尖上,以刺激各种味道和风味。而 sEMG 的电极则放置在面部肌肉上以收集数据。数据集经过整理和预处理,并应用了随机森林分类器,五倍准确率为 70.43%。随机森林分类器被用于每个参与者的单独和分组数据集,单个参与者的最高准确率为 84.79%。此外,还提取了各种特征组合,在提取 8 个特征后获得了 72.56% 的准确率。从未来的角度来看,这项研究为基于 sEMG 的电子味觉识别提供了指导。
{"title":"Surface Electromyography-Based Recognition of Electronic Taste Sensations.","authors":"Asif Ullah, Fengqi Zhang, Zhendong Song, You Wang, Shuo Zhao, Waqar Riaz, Guang Li","doi":"10.3390/bios14080396","DOIUrl":"10.3390/bios14080396","url":null,"abstract":"<p><p>Taste sensation recognition is a core for taste-related queries. Most prior research has been devoted to recognizing the basic taste sensations using the Brain-Computer Interface (BCI), which includes EEG, MEG, EMG, and fMRI. This research aims to recognize electronic taste (E-Taste) sensations based on surface electromyography (sEMG). Silver electrodes with platinum plating of the E-Taste device were placed on the tongue's tip to stimulate various tastes and flavors. In contrast, the electrodes of the sEMG were placed on facial muscles to collect the data. The dataset was organized and preprocessed, and a random forest classifier was applied, giving a five-fold accuracy of 70.43%. The random forest classifier was used on each participant dataset individually and in groups, providing the highest accuracy of 84.79% for a single participant. Moreover, various feature combinations were extracted and acquired 72.56% accuracy after extracting eight features. For a future perspective, this research offers guidance for electronic taste recognition based on sEMG.</p>","PeriodicalId":48608,"journal":{"name":"Biosensors-Basel","volume":"14 8","pages":""},"PeriodicalIF":4.9,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11352680/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142082317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Biosensors-Basel
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1