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1.
Anal Chim Acta ; 1324: 343116, 2024 Oct 02.
Article in English | MEDLINE | ID: mdl-39218569

ABSTRACT

BACKGROUND: Salmonella Typhimurium poses a serious threat to human health worldwide, necessitating the development of a rapid, sensitive, and convenient method for S. Typhimurium detection. Nanozymes are considered ideal signal report elements, which are extensively used for developing colorimetric methods. However, single-component nanozymes display low catalytic activity, and colorimetric methods are susceptible to environmental interference, reducing the sensitivity and accuracy of detection results. To address these drawbacks, this study constructed a dual-mode composite nanozyme-based cascade colorimetric-fluorescence aptasensor for S. Typhimurium detection in food. RESULTS: In this study, the composite Fe3O4@MIL-100(Fe) nanozymes were successful synthesized and demonstrated substantial peroxide-like activity, with 4.76-fold higher specificity activity (SA) than that of Fe3O4 nanozymes. Then, a glucose oxidase (GOx)-Fe3O4@MIL-100(Fe) cascade reaction was developed for colorimetric detection via an aptamer to facilitate the formation of Fe3O4@MIL-100(Fe)/S. Typhimurium/carboxylated g-C3N4 (CCN)-GOx sandwich complexes. Meanwhile, the fluorescence mode was achieved by measuring the fluorescence intensity of the sandwich complexes. In optimum conditions, the dual-mode detection limits (LOD) were 1.8 CFU/mL (colorimetric mode) and 1.2 CFU/mL (fluorescence mode), respectively, with the S. Typhimurium concentration ranging from 10 CFU/mL to 107 CFU/mL. Finally, the feasibility of the dual-mode colorimetric-fluorescence method was validated via three actual samples, yielding recovery rates of 77.32 % to91.17 % and 82.17 % to 103.7 %, respectively. SIGNIFICANCE AND NOVELTY: This study successfully develops a composite nanozyme-based cascade colorimetric and fluorescence dual-mode aptasensor for S. Typhimurium detection. It presents several distinct benefits, such as a broader linear range (10-107 CFU/mL), a lower LOD value (1.2 CFU/mL), and more accurate results. More importantly, the proposed dual-mode method displays a low LOD in colorimetric mode, demonstrating considerable potential for S. Typhimurium on-site detection in food.


Subject(s)
Aptamers, Nucleotide , Colorimetry , Salmonella typhimurium , Salmonella typhimurium/isolation & purification , Colorimetry/methods , Aptamers, Nucleotide/chemistry , Biosensing Techniques/methods , Limit of Detection , Fluorescence , Glucose Oxidase/chemistry , Glucose Oxidase/metabolism , Metal-Organic Frameworks/chemistry , Spectrometry, Fluorescence
2.
Anal Chim Acta ; 1324: 343089, 2024 Oct 02.
Article in English | MEDLINE | ID: mdl-39218573

ABSTRACT

BACKGROUND: Optical fiber sensors have been used to detect glucose owing to advantages such as low cost, small size, and ease of operation etc. phenylboronic acid is one of the commonly used receptors for glucose detection, however phenylboronic acid based regenerative optical fiber sensors are commonly cumulative regeneration, renewable regeneration sensor has been missing from the literature. RESULTS: In this work, instead of using phenylboronic acid, we synthesized succinylaminobenzenoboronic acid molecule (BPOA) by introducing a short chain containing carboxyl group at the other end of phenylboronic acid then covalently bonded BPOA on the surface of excessively tilted fiber grating (Ex-TFG). This provides a very stable platform for renewable regeneration and the regenerative buffer was also optimized. The proposed renewable regeneration method exhibited higher linearity and sensitivity (R2 = 0.9992, 8 pm/mM) in relative to the conventional cumulative regeneration method (R2 = 0.9718, 4.9 pm/mM). The binding affinity between BPOA and glucose was found to be almost constant over 140 bind/release cycles with a variation of less than 0.3 % relative standard deviation. SIGNIFICANCE: The regenerative and label-free sensing capacity of the proposed device provides a theoretical foundation for label-free saccharide detection and the development of wearable glucose monitoring devices based on fiber optic sensors.


Subject(s)
Biosensing Techniques , Boronic Acids , Optical Fibers , Boronic Acids/chemistry , Glucose/analysis , Fiber Optic Technology , Limit of Detection
3.
Anal Chim Acta ; 1324: 343103, 2024 Oct 02.
Article in English | MEDLINE | ID: mdl-39218582

ABSTRACT

BACKGROUND: Recently, various techniques have been developed to accurately and sensitively detect tumor biomarkers for the early diagnosis and effective therapy of cancer. The electrochemiluminescence (ECL) method holding outstanding features including high sensitivity, ease of operation, and spatiotemporal controllability exhibited great potential for DNA/RNA detection, immunoassay, cancer cell detection, and environmental analysis. However, a glaring problem of ECL approaches is that the layer-by-layer modification on the electrode leads to poor stability and sensitivity of the sensors. Therefore, new simple and efficient methods for electrode modification which can effectively improve the ECL signal have attracted more and more research interests. RESULTS: Based on the dual amplification strategy of target-induced CHA and nanocomposite probes leading to self-generated co-reactant (H2O2), we proposed a highly sensitive miRNA-ECL detection system. The introduction of the target miRNA-21 triggers the CHA cycle amplification of DNA1 and biotin-modified DNA2, releasing the target miRNA-21 sequence for the target cycle reaction. After the reaction, the newly introduced DNA2 was combined with Au NPs modified with SA and Glucose oxidase (GOD). In the presence of oxygen, glucose was decomposed by GOD to produce H2O2, and then H2O2 was immediately catalyzed by the Hemin/G-quadruplex at the double-stranded end of the CHA product to produce a large amount of O2-•. As a co-reactant of luminol, the ECL signal was significantly enhanced, thereby achieving highly sensitive detection of miRNA-21 content and obtaining a low detection limit of 0.65 fM. The high specificity of the ECL biosensor was also proved by base mismatch. SIGNIFICANCE: Compared with other current detection methods, this sensor can achieve quantitative analysis of other target analytes by flexibly changing the probe DNA sequence, and provide a new feasible solution for the detection of tumor-associated markers. Benefiting from the improved sensitivity and selectivity, the proposed biosensing platform is expected to provide a new strategy for biomarkers analysis and outstanding prospect for further clinical application.


Subject(s)
Biosensing Techniques , Electrochemical Techniques , Glucose Oxidase , Hydrogen Peroxide , MicroRNAs , MicroRNAs/analysis , Humans , Hydrogen Peroxide/chemistry , Glucose Oxidase/chemistry , Glucose Oxidase/metabolism , Luminescent Measurements , Limit of Detection , Gold/chemistry , Metal Nanoparticles/chemistry , Catalysis , DNA/chemistry
4.
Anal Chim Acta ; 1324: 343111, 2024 Oct 02.
Article in English | MEDLINE | ID: mdl-39218583

ABSTRACT

BACKGROUND: Ultrasensitive detection is crucial for the early warning and intervention of risk factors, ultimately benefiting the environment and human health. Low levels of ochratoxin A (OTA) present a hidden yet significant threat, and rapid detection via high-performing biosensors is therefore essential. RESULTS: A cascade isothermal amplification aptasensor (CIA-aptasensor) was designed for OTA detection. On the surface of a magnetic bead probe, the OTA level was converted into positively correlated trigger cDNA through its competitive binding with OTA-Apt. The released trigger cDNA activated catalytic hairpin assembly followed by coupling with a hybridization chain reaction to achieve CIA. After adding graphene oxide and SYBR Green I, the background interference was eliminated to specifically obtain OTA-related fluorescence. The ultrasensitive limit of detection was 0.22 pg mL-1, an improvement of 1368-fold over conventional enzyme-linked aptamer sorbent assay by the same OTA-Apt, demonstrating satisfactory reliability and practicability. Thus, the CIA-aptasensor provides an enzyme- and label-free simplified homogeneous system with minimal background interference using isothermal conditions. SIGNIFICANCE: This study provides a polymerase chain reaction-like approach for enhancing the sensitivity and performance of a biosensor, which could be extended for the application of CIA and label-free signaling strategy to other risk factors.


Subject(s)
Aptamers, Nucleotide , Biosensing Techniques , Limit of Detection , Nucleic Acid Amplification Techniques , Ochratoxins , Ochratoxins/analysis , Aptamers, Nucleotide/chemistry , Biosensing Techniques/methods , Nucleic Acid Amplification Techniques/methods , Graphite/chemistry
5.
Anal Chim Acta ; 1324: 343040, 2024 Oct 02.
Article in English | MEDLINE | ID: mdl-39218584

ABSTRACT

BACKGROUND: Persistent infection with human papillomavirus (HPV) significantly contributes to the development of cervical cancer. Thus, it is urgent to develop rapid and accurate methods for HPV detection. Herein, we present an ultrasensitive CRISPR/Cas12a-based electrochemiluminescent (ECL) imaging technique for the detection of HPV-18 DNA. RESULT: The ECL DNA sensor array is constructed by applying black hole quencher (BHQ) and polymer dots (Pdots) co-labeled hairpin DNA (hpDNA) onto a gold-coated indium tin oxide slide (Au-ITO). The ECL imaging method involves an incubation process of target HPV-18 with a mixture of crRNA and Cas12a to activate Cas12a, followed by an incubation of the active Cas12a with the ECL sensor. This interaction causes the indiscriminate cleavage of BHQ from Pdots by digesting hpDNA on the sensor surface, leading to the restoration of the ECL signal of Pdots. The ECL brightness readout demonstrates superior performance of the ECL imaging technique, with a linear detection range of 10 fM-500 pM and a limit-of-detection (LOD) of 5.3 fM. SIGNIFICANCE: The Cas12a-based ECL imaging approach offers high sensitivity and a broad detection range, making it highly promising for nucleic acid detection applications.


Subject(s)
CRISPR-Cas Systems , Electrochemical Techniques , Luminescent Measurements , Electrochemical Techniques/methods , Luminescent Measurements/methods , CRISPR-Cas Systems/genetics , Humans , Biosensing Techniques/methods , DNA, Viral/analysis , DNA, Viral/genetics , Human papillomavirus 18/genetics , Limit of Detection , Gold/chemistry , CRISPR-Associated Proteins , Bacterial Proteins , Endodeoxyribonucleases
6.
Nanotechnology ; 35(46)2024 Sep 02.
Article in English | MEDLINE | ID: mdl-39221963

ABSTRACT

The study utilized transition metal chalcogenide, molybdenum diselenide (MoSe2), for application in the field of bioelectrochemical sensing. The MoSe2was combined with carbon nanotubes (CNTs) by chemical vapor deposition to enhance the specific surface area and improve the detection sensitivity. To further increase the contact area between the electrolyte and the electrode, photolithography techniques were employed to fabricate hive-shaped CNTs, thereby enhancing the specific surface area. Next, cholesterol oxidase (ChOx) was coated onto the electrode material, creating a cholesterol biosensor. Cyclic voltammetry was utilized to detect the concentration of cholesterol. The experiment involved segmented testing for cholesterol concentrations ranging from 0µM to 10 mM. Excellent sensitivity, low detection limits, and high accuracy were achieved. In the cholesterol concentration range of 0µM-100µM, the experiment achieved the highest sensitivity of 4.44µAµM⋅cm-2. Consequently, all data indicated that ChOx/MoSe2/CNTs functioned as an excellent cholesterol sensor in the study.


Subject(s)
Biosensing Techniques , Cholesterol Oxidase , Cholesterol , Electrochemical Techniques , Molybdenum , Nanotubes, Carbon , Nanotubes, Carbon/chemistry , Cholesterol/analysis , Cholesterol/chemistry , Biosensing Techniques/methods , Molybdenum/chemistry , Electrochemical Techniques/methods , Cholesterol Oxidase/chemistry , Cholesterol Oxidase/metabolism , Limit of Detection , Electrodes , Enzymes, Immobilized/chemistry
7.
Science ; 385(6712): 954-961, 2024 Aug 30.
Article in English | MEDLINE | ID: mdl-39208112

ABSTRACT

Recent respiratory outbreaks have garnered substantial attention, yet most respiratory monitoring remains confined to physical signals. Exhaled breath condensate (EBC) harbors rich molecular information that could unveil diverse insights into an individual's health. Unfortunately, challenges related to sample collection and the lack of on-site analytical tools impede the widespread adoption of EBC analysis. Here, we introduce EBCare, a mask-based device for real-time in situ monitoring of EBC biomarkers. Using a tandem cooling strategy, automated microfluidics, highly selective electrochemical biosensors, and a wireless reading circuit, EBCare enables continuous multimodal monitoring of EBC analytes across real-life indoor and outdoor activities. We validated EBCare's usability in assessing metabolic conditions and respiratory airway inflammation in healthy participants, patients with chronic obstructive pulmonary disease or asthma, and patients after COVID-19 infection.


Subject(s)
Breath Tests , Exhalation , Masks , Humans , Asthma/diagnosis , Biomarkers/analysis , Biosensing Techniques/instrumentation , Biosensing Techniques/methods , Breath Tests/methods , Breath Tests/instrumentation , COVID-19/diagnosis , Pulmonary Disease, Chronic Obstructive/diagnosis , Specimen Handling/methods , Specimen Handling/instrumentation , Respiratory Tract Diseases
8.
Nat Commun ; 15(1): 7445, 2024 Aug 28.
Article in English | MEDLINE | ID: mdl-39198447

ABSTRACT

G-protein coupled receptors help regulate cellular function and communication, and are targets of small molecule drug discovery efforts. Conventional techniques to probe these interactions require labels and large amounts of receptor to achieve satisfactory sensitivity. Here, we use frequency-locked optical microtoroids for label-free characterization of membrane interactions in vitro at zeptomolar concentrations for the kappa opioid receptor and its native agonist dynorphin A 1-13, as well as big dynorphin (dynorphin A and dynorphin B) using a supported biomimetic membrane. The measured affinity of the agonist dynorphin A 1-13 to the κ-opioid receptor was also measured and found to be 3.1 nM. Radioligand assays revealed a dissociation constant in agreement with this value (1.1 nM). The limit of detection for the κOR/DynA 1-13 was calculated as 180 zM. The binding of Cholera Toxin B-monosialotetrahexosyl ganglioside was also monitored in real-time and an equilibrium dissociation constant of 1.53 nM was found. Our biosensing platform provides a method for highly sensitive real-time characterization of membrane embedded protein binding kinetics that is rapid and label-free, for drug discovery and toxin screening among other applications.


Subject(s)
Dynorphins , Receptors, Opioid, kappa , Receptors, Opioid, kappa/metabolism , Receptors, Opioid, kappa/agonists , Dynorphins/metabolism , Cholera Toxin/metabolism , Biosensing Techniques/methods , Protein Binding , Humans , Radioligand Assay/methods
9.
Int J Mol Sci ; 25(16)2024 Aug 06.
Article in English | MEDLINE | ID: mdl-39201259

ABSTRACT

The strong immunogenicity of the SARS-CoV-2 nucleocapsid protein is widely recognized, and the detection of specific antibodies is critical for COVID-19 diagnostics in patients. This research proposed direct, label-free, and sensitive detection of antibodies against the SARS-CoV-2 nucleocapsid protein (anti-SCoV2-rN). Recombinant SARS-CoV-2 nucleocapsid protein (SCoV2-rN) was immobilized by carbodiimide chemistry on an SPR sensor chip coated with a self-assembled monolayer of 11-mercaptoundecanoic acid. When immobilized under optimal conditions, a SCoV2-rN surface mass concentration of 3.61 ± 0.52 ng/mm2 was achieved, maximizing the effectiveness of the immunosensor for the anti-SCoV2-rN determination. The calculated KD value of 6.49 × 10-8 ± 5.3 × 10-9 M confirmed the good affinity of the used monoclonal anti-SCoV2-rN antibodies. The linear range of the developed immunosensor was from 0.5 to 50 nM of anti-SCoV2-rN, where the limit of detection and the limit of quantification values were 0.057 and 0.19 nM, respectively. The immunosensor exhibited good reproducibility and specificity. In addition, the developed immunosensor is suitable for multiple anti-SCoV2-rN antibody detections.


Subject(s)
Antibodies, Viral , COVID-19 , Coronavirus Nucleocapsid Proteins , SARS-CoV-2 , Surface Plasmon Resonance , SARS-CoV-2/immunology , Surface Plasmon Resonance/methods , Humans , Antibodies, Viral/immunology , COVID-19/diagnosis , COVID-19/immunology , COVID-19/virology , Coronavirus Nucleocapsid Proteins/immunology , Immunoassay/methods , Biosensing Techniques/methods , Phosphoproteins/immunology , Phosphoproteins/chemistry , Limit of Detection
10.
Int J Mol Sci ; 25(16)2024 Aug 07.
Article in English | MEDLINE | ID: mdl-39201289

ABSTRACT

Sensitive, accurate, and early detection of biomarkers is essential for prompt response to medical decisions for saving lives. Some infectious diseases are deadly even in small quantities and require early detection for patients and public health. The scarcity of these biomarkers necessitates signal amplification before diagnosis. Recently, we demonstrated single-molecule-level detection of tuberculosis biomarker, lipoarabinomannan, from patient urine using silver plasmonic gratings with thin plasma-activated alumina. While powerful, biomarker binding density was limited by the surface density of plasma-activated carbonyl groups, that degraded quickly, resulting in immediate use requirement after plasma activation. Therefore, development of stable high density binding surfaces such as high binding polystyrene is essential to improving shelf-life, reducing binding protocol complexity, and expanding to a wider range of applications. However, any layers topping the plasmonic grating must be ultra-thin (<10 nm) for the plasmonic enhancement of adjacent signals. Furthermore, fabricating thin polystyrene layers over alumina is nontrivial because of poor adhesion between polystyrene and alumina. Herein, we present the development of a stable, ultra-thin polystyrene layer on the gratings, which demonstrated 63.8 times brighter fluorescence compared to commercial polystyrene wellplates. Spike protein was examined for COVID-19 demonstrating the single-molecule counting capability of the hybrid polystyrene-plasmonic gratings.


Subject(s)
Biosensing Techniques , Polystyrenes , Polystyrenes/chemistry , Humans , Biosensing Techniques/methods , COVID-19/diagnosis , COVID-19/virology , SARS-CoV-2/isolation & purification , SARS-CoV-2/metabolism , Aluminum Oxide/chemistry , Spike Glycoprotein, Coronavirus/metabolism , Lipopolysaccharides , Biomarkers
11.
Int J Mol Sci ; 25(16)2024 Aug 09.
Article in English | MEDLINE | ID: mdl-39201368

ABSTRACT

The effective attachment of antibodies to the immune sensing interface is a crucial factor that determines the detection performance of immunosensors. Therefore, this study aims to investigate a novel antibody immobilization material with low molecular weight, high stability, and excellent directional immobilization effect. In this study, we employed molecular docking technology based on the ZDOCK algorithm to virtually screen DNA functional ligands (DNAFL) for the Fc segment of antibodies. Through a comprehensive analysis of the key binding sites and contact propensities at the interface between DNAFL and IgG antibody, we have gained valuable insights into the affinity relationship, as well as the principles governing amino acid and nucleotide interactions at this interface. Furthermore, molecular affinity experiments and competitive binding experiments were conducted to validate both the binding ability of DNAFL to IgG antibody and its actual binding site. Through affinity experiments using multi-base sequences, we identified bases that significantly influence antibody-DNAFL binding and successfully obtained DNAFL with an enhanced affinity towards the IgG Fc segment. These findings provide a theoretical foundation for the targeted design of higher-affinity DNAFLs while also presenting a new technical approach for immunosensor preparation with potential applications in biodetection.


Subject(s)
DNA , Immunoglobulin Fc Fragments , Immunoglobulin G , Molecular Docking Simulation , Immunoglobulin G/chemistry , Immunoglobulin G/metabolism , Ligands , DNA/chemistry , DNA/metabolism , Immunoglobulin Fc Fragments/chemistry , Immunoglobulin Fc Fragments/metabolism , Binding Sites , Protein Binding , Humans , Biosensing Techniques/methods
12.
Sensors (Basel) ; 24(16)2024 Aug 06.
Article in English | MEDLINE | ID: mdl-39204787

ABSTRACT

Sleep plays a role in maintaining our physical well-being. However, sleep-related issues impact millions of people globally. Accurate monitoring of sleep is vital for identifying and addressing these problems. While traditional methods like polysomnography (PSG) are commonly used in settings, they may not fully capture natural sleep patterns at home. Moreover, PSG equipment can disrupt sleep quality. In recent years, there has been growing interest in the use of sensors for sleep monitoring. These lightweight sensors can be easily integrated into textiles or wearable devices using technology. The flexible sensors can be designed for skin contact to offer continuous monitoring without being obtrusive in a home environment. This review presents an overview of the advancements made in flexible sensors for tracking body movements during sleep, which focus on their principles, mechanisms, and strategies for improved flexibility, practical applications, and future trends.


Subject(s)
Movement , Polysomnography , Sleep , Wearable Electronic Devices , Humans , Movement/physiology , Sleep/physiology , Polysomnography/instrumentation , Polysomnography/methods , Monitoring, Physiologic/instrumentation , Monitoring, Physiologic/methods , Biosensing Techniques/instrumentation , Biosensing Techniques/methods
13.
Sensors (Basel) ; 24(16)2024 Aug 08.
Article in English | MEDLINE | ID: mdl-39204840

ABSTRACT

This comprehensive review delves into the forefront of biosensor technologies and their critical roles in disease biomarker detection and therapeutic drug monitoring. It provides an in-depth analysis of various biosensor types and applications, including enzymatic sensors, immunosensors, and DNA sensors, elucidating their mechanisms and specific healthcare applications. The review highlights recent innovations such as integrating nanotechnology, developing wearable devices, and trends in miniaturisation, showcasing their transformative potential in healthcare. In addition, it addresses significant sensitivity, specificity, reproducibility, and data security challenges, proposing strategic solutions to overcome these obstacles. It is envisaged that it will inform strategic decision-making, drive technological innovation, and enhance global healthcare outcomes by synthesising multidisciplinary insights.


Subject(s)
Biosensing Techniques , Drug Monitoring , Biosensing Techniques/methods , Humans , Drug Monitoring/methods , Nanotechnology/methods , Wearable Electronic Devices , Biomarkers/analysis , Delivery of Health Care
14.
Sensors (Basel) ; 24(16)2024 Aug 09.
Article in English | MEDLINE | ID: mdl-39204849

ABSTRACT

Helicobacter pylori (H. pylori) is a common pathogen with a high prevalence of infection in human populations. The diagnosis of H. pylori infection is critical for its treatment, eradication, and prognosis. Biosensors have been demonstrated to be powerful for the rapid onsite detection of pathogens, particularly for point-of-care test (POCT) scenarios. In this work, we propose a novel optical biosensor, based on nanomaterial porous silicon (PSi) and photonic surface state Tamm Plasmon Polariton (TPP), for the detection of cytotoxin-associated antigen A (CagA) of H. pylori bacterium. We fabricated the PSi TPP biosensor, analyzed its optical characteristics, and demonstrated through experiments, with the sensing of the CagA antigen, that the TPP biosensor has a sensitivity of 100 pm/(ng/mL), a limit of detection of 0.05 ng/mL, and specificity in terms of positive-to-negative ratio that is greater than six. From these performance factors, it can be concluded that the TPP biosensor can serve as an effective tool for the diagnosis of H. pylori infection, either in analytical labs or in POCT applications.


Subject(s)
Antigens, Bacterial , Bacterial Proteins , Biosensing Techniques , Helicobacter pylori , Silicon , Biosensing Techniques/methods , Silicon/chemistry , Helicobacter pylori/immunology , Helicobacter pylori/isolation & purification , Antigens, Bacterial/immunology , Antigens, Bacterial/analysis , Bacterial Proteins/immunology , Porosity , Humans , Helicobacter Infections/diagnosis , Helicobacter Infections/microbiology
15.
Sensors (Basel) ; 24(16)2024 Aug 11.
Article in English | MEDLINE | ID: mdl-39204885

ABSTRACT

Sarcopenia is an age-related syndrome characterized by the loss of skeletal muscle mass and function. Community screening, commonly used in early diagnosis, usually lacks features such as real-time monitoring, low cost, and convenience. This study introduces a promising approach to sarcopenia screening by dynamic plantar pressure monitoring. We propose a wearable flexible-printed piezoelectric sensing array incorporating barium titanate thin films. Utilizing a flexible printer, we fabricate the array with enhanced compressive strength and measurement range. Signal conversion circuits convert charge signals of the sensors into voltage signals, which are transmitted to a mobile phone via Bluetooth after processing. Through cyclic loading, we obtain the average voltage sensitivity (4.844 mV/kPa) of the sensing array. During a 6 m walk, the dynamic plantar pressure features of 51 recruited participants are extracted, including peak pressures for both sarcopenic and control participants before and after weight calibration. Statistical analysis discerns feature significance between groups, and five machine learning models are employed to screen for sarcopenia with the collected features. The results show that the features of dynamic plantar pressure have great potential in early screening of sarcopenia, and the Support Vector Machine model after feature selection achieves a high accuracy of 93.65%. By combining wearable sensors with machine learning techniques, this study aims to provide more convenient and effective sarcopenia screening methods for the elderly.


Subject(s)
Pressure , Sarcopenia , Walking , Wearable Electronic Devices , Humans , Sarcopenia/diagnosis , Sarcopenia/physiopathology , Walking/physiology , Male , Aged , Female , Middle Aged , Foot/physiology , Biosensing Techniques/instrumentation , Biosensing Techniques/methods , Machine Learning
16.
Sensors (Basel) ; 24(16)2024 Aug 13.
Article in English | MEDLINE | ID: mdl-39204936

ABSTRACT

Aquaculture is expected to play a vital role in solving the challenge of sustainably providing the growing world population with healthy and nutritious food. Pathogen outbreaks are a major risk for the sector, so early detection and a timely response are crucial. This can be enabled by monitoring the pathogen levels in aquaculture facilities. This paper describes a photonic biosensing platform based on silicon nitride waveguide technology with integrated active components, which could be used for such applications. Compared to the state of the art, the current system presents improvements in terms of miniaturization of the Photonic Integrated Circuit (PIC) and the development of wafer-level processes for hybrid integration of active components and for material-selective chemical and biological surface modification. Furthermore, scalable processes for integrating the PIC in a microfluidic cartridge were developed, as well as a prototype desktop readout instrument. Three bacterial aquaculture pathogens (Aeromonas salmonicida, Vagococcus salmoninarum, and Yersinia ruckeri) were selected for assay development. DNA biomarkers were identified, corresponding primer-probe sets designed, and qPCR assays developed. The biomarker for Aeromonas was also detected using the hybrid PIC platform. This is the first successful demonstration of biosensing on the hybrid PIC platform.


Subject(s)
Aquaculture , Biosensing Techniques , Biosensing Techniques/methods , Biosensing Techniques/instrumentation , Photons , Animals , Silicon Compounds/chemistry
17.
Sensors (Basel) ; 24(16)2024 Aug 14.
Article in English | MEDLINE | ID: mdl-39204945

ABSTRACT

The Special Issue Sensors for Human Activity Recognition has received a total of 30 submissions so far, and from these, this new edition will publish 10 academic articles [...].


Subject(s)
Human Activities , Humans , Monitoring, Physiologic/methods , Monitoring, Physiologic/instrumentation , Biosensing Techniques/methods , Biosensing Techniques/instrumentation , Wearable Electronic Devices
18.
Sensors (Basel) ; 24(16)2024 Aug 15.
Article in English | MEDLINE | ID: mdl-39204986

ABSTRACT

To address the current demands for antenna miniaturization, ultra-bandwidth, and circular polarization in advanced medical devices, a novel ISM band implantable antenna for blood glucose monitoring has been developed. This antenna achieves miniaturization by incorporating slots in the radiation patch and adding symmetric short-circuit probes, resulting in a compact size of only 0.054λ0 × 0.054λ0 × 0.005λ0 (λ0 is the wavelength in free space in respect of the lowest working frequency). By combining two resonance points and utilizing a differential feed structure, the antenna achieves ultra-broadband and circular polarization. Simulations indicate a |S11| bandwidth of 1.1 GHz (1.65-2.75 GHz) and an effective axial ratio (based on 3 dB axis ratio) bandwidth of 590 MHz (1.89-2.48 GHz), able to cover both the ISM frequency band (2.45 GHz) and the mid-field frequency band (1.9 GHz). The antenna exhibits CP gains of -20.04 dBi at a frequency of 2.45 GHz, while it shows gains of -24.64 dBi at 1.9 GHz. Furthermore, a superstrate layer on the antenna's radiating surface enhances its biocompatibility and minimizes its impact on the human body. Simulation and experimental results indicate that the antenna can establish a stable wireless communication link for implantable continuous blood glucose monitoring systems.


Subject(s)
Blood Glucose , Prostheses and Implants , Wireless Technology , Blood Glucose/analysis , Humans , Wireless Technology/instrumentation , Blood Glucose Self-Monitoring/instrumentation , Blood Glucose Self-Monitoring/methods , Biosensing Techniques/instrumentation , Biosensing Techniques/methods , Equipment Design
19.
Sensors (Basel) ; 24(16)2024 Aug 20.
Article in English | MEDLINE | ID: mdl-39205071

ABSTRACT

This work describes our recent PCB-based plasmonic nanostructured platform patent (US 11,828,747B2) for the detection of biomarkers in breast cancer serum (BCS). A 50 nm thin gold film (TGF) was immersion-coated on PCB (i.e., PCB-TGF) and immobilized covalently with gold nanourchin (GNU) via a 1,6-Hexanedithiol (HDT) linkage to produce a plasmonic activated nanostructured thin film (PANTF) platform. A label-free SERS immunosensor was fabricated by conjugating the platform with monoclonal HER-II antibodies (mAb) in a directional orientation via adipic acid dihydrazide (ADH) to provide higher accessibility to overexpressed HER-II biomarkers (i.e., 2+ (early), 3+ (locally advanced), and positive (meta) in BCS. An enhancement factor (EF) of 0.3 × 105 was achieved for PANTF using Rhodamine (R6G), and the morphology was studied by scanning electron microscopy (SEM) and atomic force microscope (AFM). UV-vis spectroscopy showed the peaks at 222, 231, and 213 nm corresponding to ADH, mAb, and HER-II biomarkers, respectively. The functionalization and conjugation were investigated by Fourier Transform Near Infrared (FT-NIR) where the most dominant overlapped spectra of 2+, 3+, and Pos correspond to OH-combination of carbohydrate, RNH2 1st overtone, and aromatic CH 1st overtone of mAb, respectively. SERS data were filtered using the filtfilt filter from scipy.signals, baseline corrected using the Improved Asymmetric Least Squares (isals) function from the pybaselines.Whittaker library. The results showed the common peaks at 867, 1312, 2894, 3026, and 3258 cm-1 corresponding to glycine, alanine ν (C-N-C) assigned to the symmetric C-N-C stretch mode; tryptophan and α helix; C-H antisymmetric and symmetric stretching; NH3+ in amino acids; and N-H stretch primary amide, respectively, with the intensity of Pos > 3+ > 2+. This trend is justifiable considering the stage of each sample. Principal Component Analysis (PCA) and Linear Discrimination Analysis (LDA) were employed for the statistical analysis of data.


Subject(s)
Biomarkers, Tumor , Breast Neoplasms , Gold , Nanostructures , Spectrum Analysis, Raman , Humans , Breast Neoplasms/blood , Gold/chemistry , Biomarkers, Tumor/blood , Female , Spectrum Analysis, Raman/methods , Nanostructures/chemistry , Biosensing Techniques/methods , Receptor, ErbB-2/blood , Metal Nanoparticles/chemistry , Antibodies, Immobilized/chemistry , Antibodies, Immobilized/immunology , Spectroscopy, Fourier Transform Infrared , Immunoassay/methods , Spectroscopy, Near-Infrared/methods
20.
Sensors (Basel) ; 24(16)2024 Aug 21.
Article in English | MEDLINE | ID: mdl-39205093

ABSTRACT

Exosomes are small extracellular vesicles produced by almost all cell types in the human body, and exosomal microRNAs (miRNAs) are small non-coding RNA molecules that are known to serve as important biomarkers for diseases such as cancer. Given that the upregulation of miR-106b is closely associated with several types of malignancies, the sensitive and accurate detection of miR-106b is important but difficult. In this study, a surface acoustic wave (SAW) biosensor was developed to detect miR-106b isolated from cancer cells based on immunoaffinity separation technique using our unique paddle screw device. Our novel SAW biosensor could detect a miR-106b concentration as low as 0.0034 pM in a linear range from 0.1 pM to 1.0 µM with a correlation coefficient of 0.997. Additionally, we were able to successfully detect miR-106b in total RNA extracted from the exosomes isolated from the MCF-7 cancer cell line, a model system for human breast cancer, with performance comparable to commercial RT-qPCR methods. Therefore, the exosome isolation by the paddle screw method and the miRNA detection using the SAW biosensor has the potential to be used in basic biological research and clinical diagnosis as an alternative to RT-qPCR.


Subject(s)
Biosensing Techniques , Exosomes , MicroRNAs , Humans , Exosomes/chemistry , Biosensing Techniques/methods , Biosensing Techniques/instrumentation , MicroRNAs/isolation & purification , MicroRNAs/genetics , MCF-7 Cells , Antibodies/immunology , Antibodies/chemistry
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