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1.
Mikrochim Acta ; 191(2): 107, 2024 01 19.
Artículo en Inglés | MEDLINE | ID: mdl-38240908

RESUMEN

A novel strategy based on gradient porous hollow fiber membrane (GPF) is proposed for the modular assembly of enzyme-nanozyme cascade systems. The porous structure of GPF provided sufficient specific surface area, while the gradient structure effectively minimized the leaching of enzymes and nanozymes. To enhance stability, we prepared and immobilized metal-organic framework (MOF) nanozymes, resulting in the fabrication of GPF-MOF with excellent stability and reusability for colorimetric H2O2 detection. To improve specificity and expand the detection range, micro-crosslinked natural enzymes were modularly assembled, using glucose oxidase as the model enzyme. The assembled system, GPF-mGOx@MOF, achieved a low detection limit of 0.009 mM and a linear range of 0.2 to 11 mM. The sensor retained 87.2% and 80.7% of initial activity after being stored for 49 days and 9 recycles, respectively. Additionally, the reliability of the biosensor was validated through glucose determination of human blood and urine samples, yielding comparable results to a commercial glucose meter.


Asunto(s)
Estructuras Metalorgánicas , Humanos , Estructuras Metalorgánicas/química , Glucosa/química , Peróxido de Hidrógeno/química , Reproducibilidad de los Resultados , Glucosa Oxidasa/química
2.
Mikrochim Acta ; 190(2): 71, 2023 01 25.
Artículo en Inglés | MEDLINE | ID: mdl-36695915

RESUMEN

Monitoring exocellular adenosine-5'-triphosphate (ATP) is a demanding task but the biosensor development is limited by the low concentration and rapid degradation of ATP. Herein, we developed a simple yet effective biosensor based on ZIF-67 loaded with bi-enzymes of glucose (GOx) and hexokinase (HEX) for effective detection of ATP. In the confined space of the porous matrix, the bi-enzymes competed for the glucose substrate in the presence of ATP, facilitating the biosensor to detect low ATP concentrations down to the micromole level (3.75 µM) at working potential of 0.55 V (vs. Ag/AgCl). Furthermore, ZIF-67 with cobalt served as a porous matrix to specifically adsorb ATP molecules, allowing it to differentiate isomers with sensitivity of 0.53 nA/µM, RSD of 5.4%, and recovery rate of 93.3%. We successfully applied the fabricated biosensor to measure ATP secreted from rat PC12 cells in the pericellular space thus realizing time-resolving measurement. This work paved the path for real-time monitoring of ATP released by cells, which will aid in understanding tumor cell glycolysis and immune responses.


Asunto(s)
Enzimas Inmovilizadas , Glucosa Oxidasa , Animales , Ratas , Enzimas Inmovilizadas/química , Glucosa Oxidasa/química , Hexoquinasa/química , Hexoquinasa/metabolismo , Adenosina Trifosfato/química , Glucosa
3.
Anal Chem ; 92(9): 6358-6365, 2020 05 05.
Artículo en Inglés | MEDLINE | ID: mdl-32250102

RESUMEN

The novel 3D microfluidic concept of "lab-on-hollow fiber membrane (HFM)" was presented for multifunctional and rapid biological assays, integrating sample size sieving and colorimetric quantification in an HFM. Herein, microporous HFMs with a gradient pore size and high hydrophilic flux were used as microfluidic device substrates. The membrane pores selectively trapped macromolecules within the inner surface, while allowing free diffusion of smaller molecules, including glucose and protein. The microfluidic flow rate in HFM closely followed the Lucas-Washburn and Laplace's models, indicating that the microfluidics facilitated the upward flow of the fluid by microcapillary action without external pumping. Subsequently, for sensing of different biomolecules, a highly sensitive fluorescent or optical chromogenic reagent was immobilized in HFM by an electrostatic interaction. Pyronin G fluorescence reagent was quenched by blood glucose, and the quenching efficiency showed a good linear correlation with glucose concentration (1-22 mM, R2 = 0.997). Moreover, this sensing platform was then further applied for the analysis of urine protein or glucose in the visible spectrum, with a wide testing range. Compared to traditional 2D flat membrane devices, this 3D-HFM microfluidic device exhibited excellent sensing versatility and color rendering uniformity with enhanced sensitivity. Target molecules screening, conditioning, enzymatic recognition, and signal readout of biomolecules have all been implemented on this device, which has paved the way to highly sensitive assays on point-of-care testing (POCT).


Asunto(s)
Glucemia/análisis , Dispositivos Laboratorio en un Chip , Pruebas en el Punto de Atención , Colorimetría , Humanos , Tamaño de la Partícula , Porosidad , Pironina/química , Propiedades de Superficie
4.
Langmuir ; 34(28): 8163-8169, 2018 07 17.
Artículo en Inglés | MEDLINE | ID: mdl-29921121

RESUMEN

Cyclodextrins (CDs) are a family of cyclic oligosaccharides, whose unique hydrophilic outer surface and lipophilic central cavity facilitate the formation of inclusion complexes with various biomolecules, such as cholesterol and phospholipids, via multi-interactions. Low-density lipoprotein (LDL) is the main carrier of cholesterol in bloodstream and is associated with the progression of atherosclerosis. The surface of LDL is composed of a shell of phospholipids monolayer containing most of the free unesterified cholesterol as well as the single copy of apolipoprotein B-100. To date, various LDL adsorbents have been fabricated to interact with the biomolecules on LDL surface. Owing to its elegant structure, CD is considered to be a promising choice for preparation of more economical and effective LDL-adsorbing materials. Therefore, in this study, interaction between ß-CD and LDL in solution was investigated by dynamic light scattering, circular dichroism, and ultraviolet spectroscopy. Further, a supramolecular surface based on ß-CD was simply prepared by self-assembled monolayer on gold surface. The effect of hydrogen bond and the cavity of ß-CD on the interaction between ß-CD and LDL was particularly explored by surface plasmon resonance (SPR) analysis. The SPR results showed that such ß-CD-modified surface exhibited good selectivity and could be largely regenerated by sodium dodecyl sulfate wash. This study may extend the understanding of the interaction between LDL and LDL adsorbent or the design and development of more efficient and lower-cost LDL adsorbents in the future.


Asunto(s)
Lipoproteínas LDL/aislamiento & purificación , beta-Ciclodextrinas/química , Adsorción , Resonancia por Plasmón de Superficie
5.
Molecules ; 23(1)2018 Jan 11.
Artículo en Inglés | MEDLINE | ID: mdl-29324678

RESUMEN

Enzymatic membrane bioreactors (EMBRs), with synergistic catalysis-separation performance, have increasingly been used for practical applications. Generally, the membrane properties, particularly the pore structures and interface interactions, have a significant impact on the catalytic efficiency of the EMBR. Therefore, a biomimetic interface based on a phospholipid assembled onto a polysulfone hollow-fiber membrane with perfect radial gradient pores (RGM-PSF) has been prepared in this work to construct a highly efficient and stable EMBR. On account of the special pore structure of the RGM-PSF with the apertures decreasing gradually from the inner side to the outer side, the enzyme molecules could be evenly distributed on the three-dimensional skeleton of the membrane. In addition, the supported phospholipid layer in the membrane, prepared by physical adsorption, was used for the immobilization of the enzymes, which provides sufficient linkage to prevent the enzymes from leaching but also accommodates as many enzyme molecules as possible to retain high bioactivity. The properties of the EMBR were studied by using lipase from Candida rugosa for the hydrolysis of glycerol triacetate as a model. Energy-dispersive X-ray and circular dichroism spectroscopy were employed to observe the effect of lecithin on the membrane and structure changes in the enzyme, respectively. The operational conditions were investigated to optimize the performance of the EMBR by testing substrate concentrations from 0.05 to 0.25 M, membrane fluxes from 25.5 to 350.0 L·m-2·h-1, and temperatures from 15 to 55 °C. As a result, the obtained EMBR showed a desirable performance with 42% improved enzymatic activity and 78% improved catalytic efficiency relative to the unmodified membrane.


Asunto(s)
Reactores Biológicos , Enzimas Inmovilizadas/química , Membranas Artificiales , Fosfolípidos/química , Polímeros/química , Sulfonas/química , Biomimética , Catálisis , Lecitinas/química , Micelas , Porosidad , Espectroscopía Infrarroja por Transformada de Fourier , Tensoactivos/química
6.
Anal Chim Acta ; 1293: 342285, 2024 Mar 08.
Artículo en Inglés | MEDLINE | ID: mdl-38331554

RESUMEN

In this paper, we present a gradient porous hollow fiber structure integrated the signal transduction within a microspace, serving as a platform for cellular metabolism monitoring. We developed a nonenzymatic electrochemical electrode by coupling carbon nanotubes (CNT) and metal organic frameworks (MOF) nanozyme on three-dimensional (3D) gradient porous hollow fiber membrane (GPF) for in-situ detection of cell released hydrogen peroxide (H2O2). The GPF was used as a substrate for cell culture as well as the supporting matrix of the working electrode. The ultrasonically coupled CNT@MOF composite was immobilized on the outer surface of the GPF by means of pressure filtration. Notably, the MOF, acting as a peroxidase mimic, exhibits superior stability compared to traditional horseradish peroxidase. The incorporation of CNT not only provided sufficient specific surface area to improve the uniform distribution of MOF nanozyme, but also formed 3D conductive network. This network efficiently facilitates the electrons transfer during the catalytic process of the MOF, addressing the inherent poor conductivity of MOFs. The GPF-CNT@MOF nonenzymatic bioelectrode demonstrated excellent electrocatalytic performance including rapid response, satisfactory sensing selectivity, and attractive stability, which enabled the development of a robust in-situ cellular metabolic monitoring platform.


Asunto(s)
Estructuras Metalorgánicas , Nanotubos de Carbono , Estructuras Metalorgánicas/química , Nanotubos de Carbono/química , Peróxido de Hidrógeno/química , Porosidad , Peroxidasa , Técnicas Electroquímicas/métodos
7.
Talanta ; 279: 126559, 2024 Jul 16.
Artículo en Inglés | MEDLINE | ID: mdl-39018950

RESUMEN

Accurately monitoring H2O2 concentrations in 3D cell clusters is challenging due to limited diffusion and rapid degradation of H2O2 in the culture medium. Despite the incorporation of three-dimensional cell culture approaches, the detection technology has largely remained as a 2D planar system. In this study, we present a versatile approach of 3D electrochemical sensing utilizing carbon nanotubes as conductive scaffolds for in-situ monitoring of H2O2 in cell clusters. These scaffolds enabled direct contact between H2O2 released from cells and the electrodes, thereby improving sensitivity and ensuring biocompatibility for cell aggregates. The scaffolds exhibited electrocatalytic behavior with a limit of detection of 6.7 nM H2O2. Additionally, the electrochemical responses of cell clusters with the scaffolds exhibited significantly higher current compared to clusters without scaffolds when stimulated with model drugs. This study underscores the potential of conductive scaffolds for real-time monitoring of H2O2 released from cell clusters in 3D microenvironments.

8.
Sheng Wu Yi Xue Gong Cheng Xue Za Zhi ; 30(5): 1112-6, 2013 Oct.
Artículo en Zh | MEDLINE | ID: mdl-24459980

RESUMEN

Conducting polymers have stable long-chain structure and good electrical conductivity. They have been used in various types of biosensors because of their excellent characteristics of the immobilization and electrical signal transmission. In recent years, researchers mainly study on improving its micro-nano structures and its signal conductivity to enhance its effect on the enzyme immobilization and signal conductive properties. This paper reviews firstly the application of conducting polymer on enzyme-immobilized glucose biosensor and the new technologies and methods in this field. This paper also points out the future application of conducting polymers in enzyme immobilization and biosensor preparation areas.


Asunto(s)
Técnicas Biosensibles , Glucemia/metabolismo , Enzimas Inmovilizadas , Polímeros/química , Técnicas Biosensibles/métodos , Técnicas Biosensibles/tendencias , Conductividad Eléctrica , Glucosa Oxidasa/metabolismo , Nanoestructuras
9.
Talanta ; 257: 124368, 2023 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-36801558

RESUMEN

In this work, we developed a facile method to fabricate laser induced versatile graphene-metal nanoparticles (LIG-MNPs) electrodes with redox molecules sensing capabilities. Unlike conventional post-electrodes deposition, versatile graphene-based composites were engraved by a facile synthesis process. As a general protocol, we successfully prepared modular electrodes including LIG-PtNPs and LIG-AuNPs and applied them to electrochemical sensing. This facile laser engraving process enables rapid preparation and modification of electrodes, as well as simple replacement of metal particles modification towards varied sensing targets. The LIG-MNPs showed high sensitivity towards H2O2 and H2S due to their excellent electron transmission efficiency and electrocatalytic activity. By simply changing the types of coated precursors, the LIG-MNPs electrodes have successfully achieved real-time monitoring of H2O2 released from tumor cells and H2S contained in wastewater. This work contributed a universal and versatile protocol for quantitatively detecting a wide range of hazardous redox molecules.

10.
Biosensors (Basel) ; 13(7)2023 Jul 12.
Artículo en Inglés | MEDLINE | ID: mdl-37504123

RESUMEN

Precision medicine, particularly therapeutic drug monitoring (TDM), is essential for optimizing drug dosage and minimizing toxicity. However, current TDM methods have limitations, including the need for skilled operators, patient discomfort, and the inability to monitor dynamic drug level changes. In recent years, wearable sensors have emerged as a promising solution for drug monitoring. These sensors offer real-time and continuous measurement of drug concentrations in biofluids, enabling personalized medicine and reducing the risk of toxicity. This review provides an overview of drugs detectable by wearable sensors and explores biosensing technologies that can enable drug monitoring in the future. It presents a comparative analysis of multiple biosensing technologies and evaluates their strengths and limitations for integration into wearable detection systems. The promising capabilities of wearable sensors for real-time and continuous drug monitoring offer revolutionary advancements in diagnostic tools, supporting personalized medicine and optimal therapeutic effects. Wearable sensors are poised to become essential components of healthcare systems, catering to the diverse needs of patients and reducing healthcare costs.


Asunto(s)
Monitoreo de Drogas , Dispositivos Electrónicos Vestibles , Humanos , Monitoreo de Drogas/métodos , Medicina de Precisión/métodos , Atención a la Salud , Monitoreo Fisiológico/métodos
11.
J Pharm Anal ; 13(6): 673-682, 2023 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-37440905

RESUMEN

Glucose transporter 1 (GLUT1) overexpression in tumor cells is a potential target for drug therapy, but few studies have reported screening GLUT1 inhibitors from natural or synthetic compounds. With current analysis techniques, it is difficult to accurately monitor the GLUT1 inhibitory effect of drug molecules in real-time. We developed a cell membrane-based glucose sensor (CMGS) that integrated a hydrogel electrode with tumor cell membranes to monitor GLUT1 transmembrane transport and screen for GLUT1 inhibitors in traditional Chinese medicines (TCMs). CMGS is compatible with cell membranes of various origins, including different types of tumors and cell lines with GLUT1 expression knocked down by small interfering RNA or small molecules. Based on CMGS continuous monitoring technique, we investigated the glucose transport kinetics of cell membranes with varying levels of GLUT1 expression. We used CMGS to determine the GLUT1-inhibitory effects of drug monomers with similar structures from Scutellaria baicalensis and catechins families. Results were consistent with those of the cellular glucose uptake test and molecular-docking simulation. CMGS could accurately screen drug molecules in TCMs that inhibit GLUT1, providing a new strategy for studying transmembrane protein-receptor interactions.

12.
Food Chem ; 398: 133951, 2023 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-35987009

RESUMEN

In this paper, we developed a sensor for on-site measuring beverage sucrose level based on cascade enzyme particles and a blood glucose meter. The cascade enzyme particles with sucrose hydrolyzing capability were prepared by co-precipitation of manganese carbonate, in which the stability of the enzymes was substantially enhanced by the particle encapsulation effect. The quantitative measurement of glucose produced by the hydrolysis of sucrose was performed using a commercial glucose meter, a commonly owned electrochemical device in homes, greatly improving detection accuracy and expanding applications. Actual sample testing demonstrated the high sensitivity and selectivity of the sensor, allowing for accurate detection of sucrose in beverages. This sensing strategy can also be further expanded to a variety of analytical assays, using blood glucose meters for portable quantitative testing.


Asunto(s)
Técnicas Biosensibles , Glucemia , Bebidas , Catálisis , Glucosa , Sacarosa
13.
ACS Appl Mater Interfaces ; 14(7): 9644-9654, 2022 Feb 23.
Artículo en Inglés | MEDLINE | ID: mdl-35133787

RESUMEN

Highly sensitive and selective analysis of sweat at ultra-low sample volume remains a major challenge in the field of biosensing. Manipulation of small volumes of liquid for efficient sampling is essential to address this challenge. A hybrid Janus membrane with dual-asymmetry integration of wettability and conductivity is developed for regulated micro-volume liquid transport in wearable sweat biosensing. Unlike the uncontrollable liquid diffusion in a conventional porous membrane, the asymmetric wettability of porous Janus membrane leads to unique unidirectional liquid transport with high breakthrough pressure (1737.66 Pa) and fast self-pumping rate (35.94 µL/min) for micro-volume liquid sampling. The asymmetric conductive layer shows excellent flexible conductivity, anti-interference of friction, and efficient electrochemical interface due to the in situ generation of gold nanoparticles on one side of the membrane. The fabricated Pt-enzyme electrodes on the membrane promises effective testing range, great selectivity, and high sensitivity and accuracy (correlation efficiency, glucose: R2 = 0.999, lactate: R2 = 0.997), enabling ultra-low volume (∼0.15 µL) real time measurements on the skin surface. The innovative Janus membrane with unidirectional, self-pumping, and anti-interference performance provides a new strategy for miniaturized wearable microfluidic sweat electrochemical biosensor preparation in athletic performance evaluation, health monitoring, disease diagnosis, intelligent medicine, and so forth.


Asunto(s)
Técnicas Biosensibles , Nanopartículas del Metal , Dispositivos Electrónicos Vestibles , Oro , Sudor , Humectabilidad
14.
Anal Chim Acta ; 1221: 340168, 2022 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-35934387

RESUMEN

Targeting the long-term monitoring of biological carbohydrate metabolism, we developed a one-step screen-printing method to fabricate electrochemical sensors using an enzyme microparticle hybrid ink. Most enzymes have low stability in high temperatures and organic solvents, making conventional enzyme modification a bottom-up procedure to be performed after electrode fabrication, resulting in inactivation and detachment in long-term work. Enzyme-loaded microparticles prepared by manganese carbonate co-precipitation had higher stability than free enzymes, which could to be mixed directly with carbon paste for direct screen-printing. Due to the co-printing immobilization and the local hydration environment in enzyme particles, the prepared electrodes exhibited higher long-term operational stability than the conventional multi-step cross-linking method. In the sensing applications, we prepared microparticles loaded with single enzyme (glucose oxidase) and dual enzymes (ß-galactosidase and glucose oxidase) for glucose and lactose monitoring, respectively. Both electrodes can accurately measure the consumption of the corresponding carbohydrates throughout the cell or bacterial culture period thus providing a sensing platform for bio-metabolic monitoring and drug screening.


Asunto(s)
Técnicas Biosensibles , Glucosa Oxidasa , Técnicas Biosensibles/métodos , Electrodos , Glucosa , Glucosa Oxidasa/metabolismo , Tinta
15.
Anal Chim Acta ; 1226: 340263, 2022 Sep 15.
Artículo en Inglés | MEDLINE | ID: mdl-36068062

RESUMEN

The upregulation of glucose transporter (GLUT) is a typical pathological marker in numerous cancer types and a potential target for anti-cancer drug therapy. We developed a cell membrane-based glucose sensor for real-time monitoring of GLUT transport kinetics. By combining hydrogel layers and liposomes, a planar cell membrane was constructed over the electrode, preventing pore leakage and allowing for highly sensitive and selective measurements. Based on this continuous monitoring technique, we investigated the effect of GLUT1-specific inhibitors such as Cytorelaxation B and BAY-876. We also measured the affinity of different hexoses to GLUT1 using a normalized response time comparison based on the cell membrane sensor. Experimental results were consistent with the molecular docking simulation, indicating that the sensor can be adapted to measure the glucose transport kinetics in different pharmacological conditions. This work demonstrated that cell membrane transport channels could maintain their transmembrane function in-vitro, and it has potential application in evaluating drug-receptor interaction.


Asunto(s)
Proteínas Facilitadoras del Transporte de la Glucosa , Proteínas de Transporte de Monosacáridos , Transporte Biológico , Membrana Celular/metabolismo , Glucosa/metabolismo , Proteínas Facilitadoras del Transporte de la Glucosa/metabolismo , Transportador de Glucosa de Tipo 1/metabolismo , Cinética , Simulación del Acoplamiento Molecular
16.
Biosensors (Basel) ; 12(9)2022 Sep 02.
Artículo en Inglés | MEDLINE | ID: mdl-36140097

RESUMEN

In this paper, we report a point-of-care (POCT) testing strip based on a porous membrane structure for whole blood separation and colorimetric analysis without external supporting equipment. Conventional blood tests rely on large instruments for blood pretreatment and separation to improve measurement accuracy. Cellulose acetate (CA) membranes with different pore diameters and structures were prepared via a non-solvent method for the separation of whole blood. Among them, CA@PEG-2000 membranes with nano-pores on the surface and micro-pores in the interior facilitated the capture of blood cells on the surface, as well as the free diffusion of plasma through the porous interior structure. The fluid flow of blood in the asymmetric porous structure can be theoretically estimated using the Lucas-Washburn equation. Compared with the conventional paper strips and other porous membranes, the CA@PEG-2000 membrane with an immobilized sensing layer exhibited efficient blood separation, a short response time (less than 2 min), an ultralow dosage volume (5 µL), and high sensitivity. The fabricated blood separation membranes can be further used for the detection of various biomarkers in whole blood, providing additional options for rapid quantitative POCT tests.


Asunto(s)
Colorimetría , Plasma , Biomarcadores/análisis , Plasma/química , Pruebas en el Punto de Atención , Porosidad
17.
Nat Commun ; 13(1): 1363, 2022 03 16.
Artículo en Inglés | MEDLINE | ID: mdl-35296659

RESUMEN

Deregulation of alternative splicing is implicated as a relevant source of molecular heterogeneity in cancer. However, the targets and intrinsic mechanisms of splicing in hepatocarcinogenesis are largely unknown. Here, we report a functional impact of a Splicing Regulatory Glutamine/Lysine-Rich Protein 1 (SREK1) variant and its regulator, Serine/arginine-rich splicing factor 10 (SRSF10). HCC patients with poor prognosis express higher levels of exon 10-inclusive SREK1 (SREK1L). SREK1L can sustain BLOC1S5-TXNDC5 (B-T) expression, a targeted gene of nonsense-mediated mRNA decay through inhibiting exon-exon junction complex binding with B-T to exert its oncogenic role. B-T plays its competing endogenous RNA role by inhibiting miR-30c-5p and miR-30e-5p, and further promoting the expression of downstream oncogenic targets SRSF10 and TXNDC5. Interestingly, SRSF10 can act as a splicing regulator for SREK1L to promote hepatocarcinogenesis via the formation of a SRSF10-associated complex. In summary, we demonstrate a SRSF10/SREK1L/B-T signalling loop to accelerate the hepatocarcinogenesis.


Asunto(s)
Carcinoma Hepatocelular , Neoplasias Hepáticas , MicroARNs , Empalme Alternativo/genética , Carcinoma Hepatocelular/genética , Proteínas de Ciclo Celular/metabolismo , Exones/genética , Humanos , Neoplasias Hepáticas/genética , MicroARNs/genética , MicroARNs/metabolismo , Proteína Disulfuro Isomerasas/metabolismo , Proteínas Represoras/genética , Factores de Empalme Serina-Arginina/genética , Factores de Empalme Serina-Arginina/metabolismo , Regulación hacia Arriba
18.
Sensors (Basel) ; 11(7): 6509-16, 2011.
Artículo en Inglés | MEDLINE | ID: mdl-22163969

RESUMEN

A single polyaniline nanofiber field effect transistor (FET) gas sensor fabricated by means of electrospinning was investigated to understand its sensing mechanisms and optimize its performance. We studied the morphology, field effect characteristics and gas sensitivity of conductive nanofibers. The fibers showed Schottky and Ohmic contacts based on different electrode materials. Higher applied gate voltage contributes to an increase in gas sensitivity. The nanofiber transistor showed a 7% reversible resistance change to 1 ppm NH(3) with 10 V gate voltage. The FET characteristics of the sensor when exposed to different gas concentrations indicate that adsorption of NH(3) molecules reduces the carrier mobility in the polyaniline nanofiber. As such, nanofiber-based sensors could be promising for environmental and industrial applications.


Asunto(s)
Compuestos de Anilina/química , Nanofibras/química , Transistores Electrónicos , Amoníaco/análisis , Electrodos , Diseño de Equipo , Gases/análisis
19.
NanoImpact ; 21: 100296, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-35559784

RESUMEN

The clinical needs of rapidly screening liver cancer in large populations have asked for a facile and low-cost point-of-care testing (POCT) method. We present a nanoplasmonics biosensing chip (NBC) that would empower antibody-free detection with simplified analysis procedures for POCT. The cheaply fabricable NBC consists of multiple silver nanoparticle-decorated ZnO nanorods on cellulose filter paper and would enable one-drop blood tests through surface-enhanced Raman spectroscopy (SERS) detection. In this work, utilizing such an NBC and deep neural network (DNN) modeling, a direct serological detection platform was constructed for automatically identifying liver cancer within minutes. This chip could enhance Raman signals enough to be applied to POCT. A classification DNN model was established by spectrum-based deep learning with 1140 serum SERS spectra in equal proportions from hepatocellular carcinoma (HCC) patients and healthy individuals, achieving an identification accuracy of 91% on an external validation set of 100 spectra (50 HCC versus 50 healthy). The intelligent platform, based on the biosensing chip and DNN, has the potential for clinical applications and generalizable use in quickly screening or detecting other types of cancer.


Asunto(s)
Carcinoma Hepatocelular , Aprendizaje Profundo , Neoplasias Hepáticas , Nanopartículas del Metal , Carcinoma Hepatocelular/diagnóstico , Detección Precoz del Cáncer , Humanos , Neoplasias Hepáticas/diagnóstico , Nanopartículas del Metal/química , Plata/química
20.
Biosens Bioelectron ; 186: 113246, 2021 Apr 20.
Artículo en Inglés | MEDLINE | ID: mdl-33965791

RESUMEN

Direct serological detection, due to its clinical facility and testing economy, affords prominent clinical values to the early detection of cancer. Surface-enhanced Raman spectroscopy (SERS)-based sensors have shown great promise in realizing this form of detection. Detecting liver cancer early with such a form, especially in terms of monitoring the pathogenic progression from hepatic inflammations to cancer, is the most effective clinical path to reducing the mortality rate. However, the methodology investigation for this purpose remains a formidable challenge. We fabricated a SERS-based sensor, consisting of Au-Ag nanocomplex-decorated ZnO nanopillars on paper. The sensor has an analytic enhancement factor of 1.02 × 107, which is enough to sense the biomolecular information of liver diseases through direct serum SERS analysis. A convolutional neural network (CNN) classifier for recognizing serum SERS spectra was constructed by deep learning. Integrating this sensor with the CNN, we established an intelligent biosensing method and realized direct serological detection of liver diseases within 1 min. As a proof-of-concept, the method achieved a prediction accuracy of 97.78% on an independent test dataset randomly sampled from 30 normal controls, 30 hepatocellular carcinoma (HCC) cases, and 30 hepatitis B (HB) patients. The results suggest this method can be developed for detecting liver diseases clinically and is worthy of exploration as a means of liver cancer surveillance. The presented sensor holds potential for clinical translation to the direct serological detection of diseases.

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