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1.
Mikrochim Acta ; 191(5): 293, 2024 05 01.
Article En | MEDLINE | ID: mdl-38691169

To address the need for facile, rapid detection of pathogens in water supplies, a fluorescent sensing array platform based on antibiotic-stabilized metal nanoclusters was developed for the multiplex detection of pathogens. Using five common antibiotics, eight different nanoclusters (NCs) were synthesized including ampicillin stabilized copper NCs, cefepime stabilized gold and copper NCs, kanamycin stabilized gold and copper NCs, lysozyme stabilized gold NCs, and vancomycin stabilized gold/silver and copper NCs. Based on the different interaction of each NC with the bacteria strains, unique patterns were generated. Various machine learning algorithms were employed for pattern discernment, among which the artificial neural networks proved to have the highest performance, with an accuracy of 100%. The developed prediction model performed well on an independent test dataset and on real samples gathered from drinking water, tap water and the Anzali Lagoon water, with prediction accuracy of 96.88% and 95.14%, respectively. This work demonstrates how generic antibiotics can be implemented for NC synthesis and used as recognition elements for pathogen detection. Furthermore, it displays how merging machine learning techniques can elevate sensitivity of analytical devices.


Anti-Bacterial Agents , Copper , Gold , Metal Nanoparticles , Silver , Metal Nanoparticles/chemistry , Anti-Bacterial Agents/analysis , Anti-Bacterial Agents/chemistry , Gold/chemistry , Copper/chemistry , Silver/chemistry , Drinking Water/microbiology , Drinking Water/analysis , Neural Networks, Computer , Spectrometry, Fluorescence/methods , Machine Learning , Bacteria/isolation & purification , Fluorescent Dyes/chemistry , Vancomycin/chemistry , Water Microbiology , Kanamycin/analysis
2.
Mikrochim Acta ; 191(5): 294, 2024 05 02.
Article En | MEDLINE | ID: mdl-38698253

Early transition metal carbides (MXene) hybridized by precious metals open a door for innovative electrochemical biosensing device design. Herein, we present a facile one-pot synthesis of gold nanoparticles (AuNPs)-doped two-dimensional (2D) titanium carbide MXene nanoflakes (Ti3C2Tx/Au). Ti3C2Tx MXene exhibits high electrical conductivity and yields synergistic signal amplification in conjunction with AuNPs leading to excellent electrochemical performance. Thus Ti3C2Tx/Au hybrid nanostructure can be used as an electrode platform for the electrochemical analysis of various targets. We used screen-printed electrodes modified with the Ti3C2Tx/Au electrode and functionalized with different biorecognition elements to detect and quantify an antibiotic, ampicillin (AMP), and a mycotoxin, fumonisin B1 (FB1). The ultralow limits of detection of 2.284 pM and 1.617 pg.mL-1, which we achieved respectively for AMP and FB1 are far lower than their corresponding maximum residue limits of 2.8 nM in milk and 2 to 4 mg kg-1 in corn products for human consumption set by the United States Food and Drug Administration. Additionally, the linear range of detection and quantification of AMP and FB1 were, respectively, 10 pM to 500 nM and 10 pg mL-1 to 1 µg mL-1. The unique structure and excellent electrochemical performance of Ti3C2Tx/Au nanocomposite suggest that it is highly suitable for anchoring biorecognition entities such as antibodies and oligonucleotides for monitoring various deleterious contaminants in agri-food products.


Ampicillin , Electrochemical Techniques , Fumonisins , Gold , Limit of Detection , Metal Nanoparticles , Titanium , Fumonisins/analysis , Gold/chemistry , Ampicillin/analysis , Ampicillin/chemistry , Metal Nanoparticles/chemistry , Electrochemical Techniques/methods , Electrochemical Techniques/instrumentation , Titanium/chemistry , Biosensing Techniques/methods , Milk/chemistry , Anti-Bacterial Agents/analysis , Electrodes , Food Contamination/analysis , Animals
3.
Anal Chim Acta ; 1307: 342626, 2024 Jun 08.
Article En | MEDLINE | ID: mdl-38719405

BACKGROUND: C-reactive protein (CRP) represents an early clinical biomarker that indicates the presence of inflammatory or infectious conditions in the human body. Today's procedures approved by the Food and Drug Administration (FDA) imply expensive equipment and highly trained personnel to perform the test. Therefore, a new diagnostic method with high detection efficiency and less cost is urgently needed for delivering rapid and timely results in point-of-care (POC) service. RESULTS: Herein, we propose a new, equipment-free, and portable sensing method for the future POC detection of CRP based on the Tyndall effect (TE). In our study, aptamer-conjugated citrate-stabilized gold nanoparticles (apta-AuNPs) are exploited as the sensing platform. The apta-AuNPs' interaction with CRP in a saline environment leads to their aggregation, thus enhancing the scattering of light when the solution is exposed to a 640 nm pointer laser line. Firstly, the enhancement of the scattering light as a function of increasing concentration of CRP in solution is measured spectroscopically using a typical 90-degree angle spectrofluorometer and then the measurements are compared to the classic colorimetric detection using an UV-Vis spectrophotometer. Finally, to achieve high portability and accessibility, we demonstrate that the measurement of CRP concentration can be performed with similar accuracy but in a more direct and inexpensive way by using a laser pointer pen as the excitation source and a camera of a low-budget smartphone as a quantitative reader instead of most expensive spectrofluorometer. SIGNIFICANCE: The portable TE-based assay exhibits a wide linear dynamic range (1-60 µg/mL) for the detection of CRP with a limit of detection (LOD) of 92 ng/mL The proposed method is capable to integrate both standard and high-sensitivity CRP analysis in a single procedure with increased sensitivity and prompt delivery of analysis results. Moreover, the sensing procedure is significantly faster than the FDA approved ones with a detection time of only 10 min. Finally, as a proof-of-concept, our findings demonstrate excellent recovery for CRP detection in spiked and diluted urine samples, highlighting the strong potential of this sensing method for POC applications.


Aptamers, Nucleotide , C-Reactive Protein , Gold , Metal Nanoparticles , Gold/chemistry , Metal Nanoparticles/chemistry , C-Reactive Protein/analysis , Aptamers, Nucleotide/chemistry , Humans , Biosensing Techniques , Limit of Detection , Colorimetry , Point-of-Care Systems
4.
Sci Rep ; 14(1): 10618, 2024 05 09.
Article En | MEDLINE | ID: mdl-38724594

Various kinds of pets have been known to contract the ectoparasite Sarcoptes scabiei. Current acaricides are becoming less effective because of the resistance developed by the mite besides their adverse effects on the general activity and reproductive performance of domestic pets. For this reason, the present study aims to discover a novel and safe approach using silver and gold nanoparticles to fight Sarcoptic mange in rabbits as well as to explain their mechanism of action. 15 pet rabbits with clinical signs of Sarcoptic mange that were confirmed by the microscopic examination were used in our study. All rabbits used in this study were assessed positive for the presence of different developing stages of S. scabiei. Three groups of rabbits (n = 5) were used as follows: group (1) didn't receive any treatment, and group (2 and 3) was treated with either AgNPs or GNPs, respectively. Both nanoparticles were applied daily on the affected skin areas via a dressing and injected subcutaneously once a week for 2 weeks at a dose of 0.5 mg/kg bwt. Our results revealed that all rabbits were severely infested and took a mean score = 3. The skin lesions in rabbits that didn't receive any treatments progressed extensively and took a mean score = of 4. On the other hand, all nanoparticle-treated groups displayed marked improvement in the skin lesion and took an average score of 0-1. All NPs treated groups showed remarkable improvement in the microscopic pictures along with mild iNOS, TNF-α, and Cox-2 expression. Both nanoparticles could downregulate the m-RNA levels of IL-6 and IFγ and upregulate IL-10 and TGF-1ß genes to promote skin healing. Dressing rabbits with both NPs didn't affect either liver and kidney biomarkers or serum Ig levels indicating their safety. Our residual analysis detected AgNPs in the liver of rabbits but did not detect any residues of GNPs in such organs. We recommend using GNPs as an alternative acaricide to fight rabbit mange.


Gold , Metal Nanoparticles , Sarcoptes scabiei , Scabies , Silver , Animals , Rabbits , Metal Nanoparticles/chemistry , Metal Nanoparticles/administration & dosage , Gold/chemistry , Scabies/drug therapy , Scabies/parasitology , Silver/chemistry , Sarcoptes scabiei/drug effects , Skin/drug effects , Skin/parasitology , Skin/pathology , Skin/metabolism
5.
Transl Vis Sci Technol ; 13(5): 5, 2024 May 01.
Article En | MEDLINE | ID: mdl-38713474

Purpose: The blood-retinal barrier (BRB) restricts the delivery of intravenous therapeutics to the retina, necessitating innovative approaches for treating retinal disorders. This study sought to explore the potential of focused ultrasound (FUS) to non-invasively deliver intravenously administered gold nanoparticles (AuNPs) across the BRB. FUS-BRB modulation can offer a novel method for targeted retinal therapy. Methods: AuNPs of different sizes and shapes were characterized, and FUS parameters were optimized to permeate the BRB without causing retinal damage in a rodent model. The delivery of 70-kDa dextran and AuNPs to the retinal ganglion cell (RGC) layer was visualized using confocal and two-photon microscopy, respectively. Histological and statistical analyses were conducted to assess the effectiveness and safety of the procedure. Results: FUS-BRB modulation resulted in the delivery of dextran and AuNPs to the RGC and inner nuclear layer. Smaller AuNPs reached the retinal layers to a greater extent than larger ones. The delivery of dextran and AuNPs across the BRB with FUS was achieved without significant retinal damage. Conclusions: This investigation provides the first evidence, to our knowledge, of FUS-mediated AuNP delivery across the BRB, establishing a foundation for a targeted and non-invasive approach to retinal treatment. The results contribute to developing promising non-invasive therapeutic strategies in ophthalmology to treat retinal diseases. Translational Relevance: Modifying the BRB with ultrasound offers a targeted and non-invasive delivery strategy of intravenous therapeutics to the retina.


Blood-Retinal Barrier , Gold , Metal Nanoparticles , Retinal Ganglion Cells , Animals , Gold/chemistry , Gold/administration & dosage , Retinal Ganglion Cells/cytology , Metal Nanoparticles/administration & dosage , Metal Nanoparticles/chemistry , Dextrans/administration & dosage , Dextrans/chemistry , Drug Delivery Systems/methods , Rats , Microscopy, Confocal/methods , Male
6.
Mikrochim Acta ; 191(6): 328, 2024 05 14.
Article En | MEDLINE | ID: mdl-38743383

The instant screening of patients with a tendency towards developing Alzheimer's disease (AD) is significant for providing preventive measures and treatment. However, the current imaging-based technology cannot meet the requirements in the early stage. Developing biosensor-based liquid biopsy technology could be overcoming this bottleneck problem. Herein, we developed a simple, low-cost, and sensitive electrochemical aptamer biosensor for detecting phosphorylated tau protein threonine 231 (P-tau231), the earliest and one of the most efficacious abnormally elevated biomarkers of AD. Gold nanoparticles (AuNPs) were electrochemically synthesized on a glassy carbon electrode as the transducer, exhibiting excellent conductivity, and were applied to amplify the electrochemical signal. A nucleic acid aptamer was designed as the receptor to capture the P-tau231 protein, specifically through the formation of an aptamer-antigen complex. The proposed biosensor showed excellent sensitivity in detecting P-tau 231, with a broad linear detection range from 10 to 107 pg/mL and a limit of detection (LOD) of 2.31 pg/mL. The recoveries of the biosensor in human serum ranged from 97.59 to 103.26%, demonstrating that the biosensor could be used in complex practical samples. In addition, the results showed that the developed biosensor has good repeatability, reproducibility, and stability, which provides a novel method for the early screening of AD.


Alzheimer Disease , Aptamers, Nucleotide , Biosensing Techniques , Electrochemical Techniques , Gold , Limit of Detection , Metal Nanoparticles , tau Proteins , Humans , Alzheimer Disease/blood , Alzheimer Disease/diagnosis , Aptamers, Nucleotide/chemistry , tau Proteins/blood , Biosensing Techniques/methods , Electrochemical Techniques/methods , Electrochemical Techniques/instrumentation , Gold/chemistry , Metal Nanoparticles/chemistry , Phosphorylation , Biomarkers/blood
7.
Mikrochim Acta ; 191(6): 330, 2024 05 14.
Article En | MEDLINE | ID: mdl-38744738

In view of a large number of people infected with Helicobacter pylori (H. pylori) with great harm followed, there is an urgent need to develop a non-invasive, easy-to-operate, and rapid detection method, and to identify effective sterilization strategies. In this study, highly specific nanoprobes with nanozyme activity, Ag@Pt nanoparticles (NPs) with the antibody, were utilized as a novel lateral flow immunoassay (LFIA). The optical label (Ag@Pt NPs) was enhanced by the introduction of the chromogenic substrate 3,3',5,5'-tetramethylbenzidine (TMB) and compared with a gold nanoparticles (Au NPs) optical label. Under the optimal condition, Ag@Pt-LFIA and TMB-enhanced Ag@Pt-LFIA for H. pylori were successfully established, two of which were over twofold and 100-fold more sensitive than conventional visual Au NP-based LFIA, respectively. Furthermore, Ag@Pt NPs with the antibody irradiated with NIR laser (808 nm) at a power intensity of 550 mW/cm2 for 5 min exhibited a remarkable antibacterial effect. The nanoprobes could close to bacteria through effective interactions between antibodies and bacteria, thereby benefiting photothermal sterilization. Overall, Ag@Pt NPs provide promising applications in pathogen detection and therapeutic applications.


Alloys , Helicobacter pylori , Metal Nanoparticles , Platinum , Silver , Helicobacter pylori/radiation effects , Helicobacter pylori/drug effects , Silver/chemistry , Metal Nanoparticles/chemistry , Platinum/chemistry , Alloys/chemistry , Anti-Bacterial Agents/pharmacology , Anti-Bacterial Agents/chemistry , Immunoassay/methods , Benzidines/chemistry , Gold/chemistry , Humans , Sterilization/methods , Limit of Detection
8.
J Agric Food Chem ; 72(19): 11241-11250, 2024 May 15.
Article En | MEDLINE | ID: mdl-38709728

The fungicide phenamacril has been employed to manage Fusarium and mycotoxins in crops, leading to persistent residues in the environment and plants. Detecting phenamacril is pivotal for ensuring environmental and food safety. In this study, haptens and artificial antigens were synthesized to produce antiphenamacril monoclonal antibodies (mAbs). Additionally, gold nanoparticles coated with a polydopamine shell were synthesized and conjugated with mAbs, inducing fluorescence quenching in quantum dots. Moreover, a dual-readout immunochromatographic assay that combines the positive signal from fluorescence with the negative signal from colorimetry was developed to enable sensitive and precise detection of phenamacril within 10 min, achieving detection limits of 5 ng/mL. The method's reliability was affirmed by using spiked wheat flour samples, achieving a limit of quantitation of 0.05 mg/kg. This analytical platform demonstrates high sensitivity, outstanding accuracy, and robust tolerance to matrix effects, making it suitable for the rapid, onsite, quantitative screening of phenamacril residues.


Colorimetry , Food Contamination , Fungicides, Industrial , Pesticide Residues , Fungicides, Industrial/analysis , Food Contamination/analysis , Colorimetry/methods , Pesticide Residues/analysis , Antibodies, Monoclonal/chemistry , Chromatography, Affinity/methods , Chromatography, Affinity/instrumentation , Fluorescence , Triticum/chemistry , Metal Nanoparticles/chemistry , Gold/chemistry , Limit of Detection , Flour/analysis
9.
J Nanobiotechnology ; 22(1): 240, 2024 May 12.
Article En | MEDLINE | ID: mdl-38735931

Zinc oxide nanoparticles (ZnO NPs) stand as among the most significant metal oxide nanoparticles in trigger the formation of reactive oxygen species (ROS) and induce apoptosis. Nevertheless, the utilization of ZnO NPs has been limited by the shallowness of short-wavelength light and the constrained production of ROS. To overcome these limitations, a strategy involves achieving a red shift towards the near-infrared (NIR) light spectrum, promoting the separation and restraining the recombination of electron-hole (e--h+) pairs. Herein, the hybrid plasmonic system Au@ZnO (AZ) with graphene quantum dots (GQDs) doping (AZG) nano heterostructures is rationally designed for optimal NIR-driven cancer treatment. Significantly, a multifold increase in ROS generation can be achieved through the following creative initiatives: (i) plasmonic Au nanorods expands the photocatalytic capabilities of AZG into the NIR domain, offering a foundation for NIR-induced ROS generation for clinical utilization; (ii) elaborate design of mesoporous core-shell AZ structures facilitates the redistribution of electron-hole pairs; (iii) the incorporation GQDs in mesoporous structure could efficiently restrain the recombination of the e--h+ pairs; (iv) Modification of hyaluronic acid (HA) can enhance CD44 receptor mediated targeted triple-negative breast cancer (TNBC). In addition, the introduced Au NRs present as catalysts for enhancing photothermal therapy (PTT), effectively inducing apoptosis in tumor cells. The resulting HA-modified AZG (AZGH) exhibits efficient hot electron injection and e--h+ separation, affording unparalleled convenience for ROS production and enabling NIR-induced PDT for the cancer treanment. As a result, our well-designed mesoporous core-shell AZGH hybrid as photosensitizers can exhibit excellent PDT efficacy.


Gold , Graphite , Oxidative Stress , Quantum Dots , Reactive Oxygen Species , Triple Negative Breast Neoplasms , Zinc Oxide , Triple Negative Breast Neoplasms/drug therapy , Reactive Oxygen Species/metabolism , Humans , Oxidative Stress/drug effects , Female , Cell Line, Tumor , Gold/chemistry , Graphite/chemistry , Zinc Oxide/chemistry , Animals , Quantum Dots/chemistry , Mice , Metal Nanoparticles/chemistry , Apoptosis/drug effects , Hyaluronic Acid/chemistry , Electrons
10.
J Nanobiotechnology ; 22(1): 248, 2024 May 13.
Article En | MEDLINE | ID: mdl-38741193

The use of nanomaterials in medicine offers multiple opportunities to address neurodegenerative disorders such as Alzheimer's and Parkinson's disease. These diseases are a significant burden for society and the health system, affecting millions of people worldwide without sensitive and selective diagnostic methodologies or effective treatments to stop their progression. In this sense, the use of gold nanoparticles is a promising tool due to their unique properties at the nanometric level. They can be functionalized with specific molecules to selectively target pathological proteins such as Tau and α-synuclein for Alzheimer's and Parkinson's disease, respectively. Additionally, these proteins are used as diagnostic biomarkers, wherein gold nanoparticles play a key role in enhancing their signal, even at the low concentrations present in biological samples such as blood or cerebrospinal fluid, thus enabling an early and accurate diagnosis. On the other hand, gold nanoparticles act as drug delivery platforms, bringing therapeutic agents directly into the brain, improving treatment efficiency and precision, and reducing side effects in healthy tissues. However, despite the exciting potential of gold nanoparticles, it is crucial to address the challenges and issues associated with their use in the medical field before they can be widely applied in clinical settings. It is critical to ensure the safety and biocompatibility of these nanomaterials in the context of the central nervous system. Therefore, rigorous preclinical and clinical studies are needed to assess the efficacy and feasibility of these strategies in patients. Since there is scarce and sometimes contradictory literature about their use in this context, the main aim of this review is to discuss and analyze the current state-of-the-art of gold nanoparticles in relation to delivery, diagnosis, and therapy for Alzheimer's and Parkinson's disease, as well as recent research about their use in preclinical, clinical, and emerging research areas.


Gold , Metal Nanoparticles , Neurodegenerative Diseases , alpha-Synuclein , tau Proteins , Humans , Gold/chemistry , Metal Nanoparticles/chemistry , Metal Nanoparticles/therapeutic use , tau Proteins/metabolism , Animals , Neurodegenerative Diseases/drug therapy , Neurodegenerative Diseases/diagnosis , Parkinson Disease/diagnosis , Parkinson Disease/drug therapy , Alzheimer Disease/drug therapy , Alzheimer Disease/diagnosis , Drug Delivery Systems/methods , Biomarkers
11.
Mikrochim Acta ; 191(6): 305, 2024 05 07.
Article En | MEDLINE | ID: mdl-38713444

A multifunctional surface-enhanced Raman scattering (SERS) platform integrating sensitive detection and drug resistance analysis was developed for Gram-positive bacteria. The substrate was based on self-assembled Ti3C2Tx@Au NPs films and capture molecule phytic acid (IP6) to achieve specific capture of Gram-positive bacteria and different bacteria were analyzed by fingerprint signal. It had advantages of good stability and homogeneity (RSD = 8.88%). The detection limit (LOD) was 102 CFU/mL for Staphylococcus aureus and 103 CFU/mL for MRSA, respectively. A sandwich structure was formed on the capture substrate by signal labels prepared by antibiotics (penicillin G and vancomycin) and non-interference SERS probe molecules (4-mercaptobenzonitrile (2223 cm-1) and 2-amino-4-cyanopyridine (2240 cm-1)) to improve sensitivity. The LOD of Au NPs@4-MBN@PG to S. aureus and Au NPs@AMCP@Van to MRSA and S. aureus were all improved to 10 CFU/mL, with a wide dynamic linear range from 108 to 10 CFU/mL (R2 ≥ 0.992). The SERS platform can analyze the drug resistance of drug-resistant bacteria. Au NPs@4-MBN@PG was added to the substrate and captured MRSA to compare the SERS spectra of 4-MBN. The intensity inhomogeneity of 4-MBN at the same concentrations of MRSA and the nonlinearity at the different concentrations of MRSA revealed that MRSA was resistant to PG. Finally, the SERS platform achieved the determination of MRSA in blood. Therefore, this SERS platform has great significance for the determination and analysis of Gram-positive bacteria.


Anti-Bacterial Agents , Gold , Limit of Detection , Metal Nanoparticles , Spectrum Analysis, Raman , Staphylococcus aureus , Titanium , Spectrum Analysis, Raman/methods , Gold/chemistry , Anti-Bacterial Agents/pharmacology , Anti-Bacterial Agents/chemistry , Titanium/chemistry , Metal Nanoparticles/chemistry , Staphylococcus aureus/drug effects , Staphylococcus aureus/isolation & purification , Methicillin-Resistant Staphylococcus aureus/drug effects , Methicillin-Resistant Staphylococcus aureus/isolation & purification , Vancomycin/pharmacology , Vancomycin/chemistry , Drug Resistance, Bacterial , Microbial Sensitivity Tests , Penicillin G/pharmacology , Penicillin G/chemistry , Gram-Positive Bacteria/drug effects , Gram-Positive Bacteria/isolation & purification
12.
Sci Rep ; 14(1): 10450, 2024 05 07.
Article En | MEDLINE | ID: mdl-38714678

We present an advanced electrochemical immunosensor designed to detect the vascular endothelial growth factor (VEGF) precisely. The sensor is constructed on a modified porous gold electrode through a fabrication process involving the deposition of silver and gold on an FTO substrate. Employing thermal annealing and a de-alloying process, the silver is eliminated from the electrode, producing a reproducible porous gold substrate. Utilizing a well-defined protocol, we immobilize the heavy-chain (VHH) antibody against VEGF on the gold substrate, facilitating VEGF detection through various electrochemical methods. Remarkably, this immunosensor performs well, featuring an impressive detection limit of 0.05 pg/mL and an extensive linear range from 0.1 pg/mL to 0.1 µg/mL. This emphasizes it's to measure biomarkers across a wide concentration spectrum precisely. The robust fabrication methodology in this research underscores its potential for widespread application, offering enhanced precision, reproducibility, and remarkable detection capabilities for the developed immunosensor.


Biomarkers, Tumor , Biosensing Techniques , Gold , Vascular Endothelial Growth Factor A , Gold/chemistry , Humans , Biomarkers, Tumor/analysis , Vascular Endothelial Growth Factor A/analysis , Biosensing Techniques/methods , Immunoassay/methods , Metal Nanoparticles/chemistry , Nanostructures/chemistry , Electrochemical Techniques/methods , Limit of Detection , Early Detection of Cancer/methods , Reproducibility of Results , Neoplasms/diagnosis
13.
Anal Chim Acta ; 1307: 342631, 2024 Jun 08.
Article En | MEDLINE | ID: mdl-38719408

BACKGROUND: Simultaneous detection of food contaminants is crucial in addressing the collective health hazards arising from the presence of multiple contaminants. However, traditional multi-competitive surface-enhanced Raman scattering (SERS) aptasensors face difficulties in achieving simultaneous accurate detection of multiple target substances due to the uncontrollable SERS "hot spots". In this study, using chloramphenicol (CAP) and estradiol (E2) as two target substances, we introduced a novel approach that combines machine learning methods with a dual SERS aptasensor, enabling simultaneous high-sensitivity and accurate detection of both target substances. RESULTS: The strategy effectively minimizes the interference from characteristic Raman peaks commonly encountered in traditional multi-competitive SERS aptasensors. For this sensing system, the Au@4-MBA@Ag nanoparticles modified with sulfhydryl (SH)-CAP aptamer and Au@DTNB@Ag NPs modified with sulfhydryl (SH)-E2 aptamer were used as signal probes. Additionally, Fe3O4@Au nanoflowers integrated with SH-CAP aptamer complementary DNA and SH-E2 aptamer complementary DNA were used as capture probes, respectively. When compared to linear regression random forest, and support vector regression (SVR) models, the proposed artificial neural network (ANN) model exhibited superior precision, demonstrating R2 values of 0.963, 0.976, 0.991, and 0.970 for the training set, test set, validation set, and entire dataset, respectively. Validation with ten spectral groups reported an average error of 244 µg L-1. SIGNIFICANCE: The essence of our study lies in its capacity to address a persistent challenge encountered by traditional multiple competitive SERS aptasensors - the interference generated by uncontrollable SERS "hot spots" that hinders simultaneous quantification. The accuracy of the predictive model for simultaneous detection of two target substances was significantly improved using machine learning tools. This innovative technique offers promising avenues for the accurate and high-sensitive simultaneous detection of multiple food and environmental contaminants.


Aptamers, Nucleotide , Gold , Machine Learning , Metal Nanoparticles , Silver , Spectrum Analysis, Raman , Aptamers, Nucleotide/chemistry , Silver/chemistry , Gold/chemistry , Metal Nanoparticles/chemistry , Chloramphenicol/analysis , Estradiol/analysis , Biosensing Techniques/methods , Food Contamination/analysis , Limit of Detection
14.
Anal Chim Acta ; 1307: 342630, 2024 Jun 08.
Article En | MEDLINE | ID: mdl-38719407

BACKGROUND: MicroRNAs, as oncogenes or tumor suppressors, enable to up or down-regulate gene expression during tumorigenesis. The detection of miRNAs with high sensitivity is crucial for the early diagnosis of cancer. Inspired by biological ion channels, artificial nanochannels are considered as an excellent biosensing platform with relatively high sensitivity and stability. The current nanochannel biosensors are mainly based on homogeneous membranes, and their monotonous structure and functionality limit its further development. Therefore, it is necessary to develop a heterostructured nanochannel with high ionic current rectification to achieve highly sensitive miRNA detection. RESULTS: In this work, an asymmetric heterostructured nanochannel constructed from dendrimer-gold nanoparticles network and anodic aluminum oxide are designed through an interfacial super-assembly method, which can regulate ion transport and achieve sensitive detection of target miRNA. The symmetry breaking is demonstrated to endow the heterostructured nanochannels with an outstanding ionic current rectification performance. Arising from the change of surface charges in the nanochannels triggered by DNA cascade signal amplification in solution, the proposed heterogeneous nanochannels exhibits excellent DNA-regulated ionic current response. Relying on the nucleic acid's hybridization and configuration transformation, the target miRNA-122 associated with liver cancer can be indirectly quantified with a detection limit of 1 fM and a wide dynamic range from 1 fM to 10 pM. The correlation fitting coefficient R2 of the calibration curve can reach to 0.996. The experimental results show that the method has a good recovery rate (98%-105 %) in synthetic samples. SIGNIFICANCE: This study reveals how the surface charge density of nanochannels regulate the ionic current response in the heterostructured nanochannels. The designed heterogeneous nanochannels not only possess high ionic current rectification property, but also enable to induce superior transport performance by the variation of surface chemistry. The proposed biosensor is promising for applications in early diagnosis of cancers, life science research, and single-entity electrochemical detection.


Aluminum Oxide , Biosensing Techniques , Dendrimers , Gold , MicroRNAs , MicroRNAs/analysis , Gold/chemistry , Dendrimers/chemistry , Aluminum Oxide/chemistry , Humans , Biosensing Techniques/methods , Metal Nanoparticles/chemistry , Limit of Detection , Electrochemical Techniques/methods , Nanostructures/chemistry
15.
Mikrochim Acta ; 191(6): 299, 2024 05 06.
Article En | MEDLINE | ID: mdl-38709371

Gold nanoclusters are a smart platform for sensing potassium ions (K+). They have been synthesized using bovine serum albumin (BSA) and valinomycin (Val) to protect and cap the nanoclusters. The nanoclusters (Val-AuNCs) produced have a red emission at 616 nm under excitation with 470 nm. In the presence of K+, the valinomycin polar groups switch to the molecule's interior by complexing with K+, forming a bracelet structure, and being surrounded by the hydrophobic exterior conformation. This structure allows a proposed fluorometric method for detecting K+ by switching between the Val-AuNCs' hydrophilicity and hydrophobicity, which induces the aggregation of gold nanoclusters. As a result, significant quenching is seen in fluorescence after adding K+. The quenching in fluorescence in the presence of K+ is attributed to the aggregation mechanism. This sensing technique provides a highly precise and selective sensing method for K+ in the range 0.78 to 8 µM with LOD equal to 233 nM. The selectivity of Val-AuNCs toward K+ ions was investigated compared to other ions. Furthermore, the Val-AuNCs have novel possibilities as favorable sensor candidates for various imaging applications. Our detection technique was validated by determining K+ ions in postmortem vitreous humor samples, which yielded promising results.


Fluorescent Dyes , Gold , Metal Nanoparticles , Potassium , Serum Albumin, Bovine , Valinomycin , Gold/chemistry , Valinomycin/chemistry , Potassium/analysis , Potassium/chemistry , Metal Nanoparticles/chemistry , Serum Albumin, Bovine/chemistry , Fluorescent Dyes/chemistry , Spectrometry, Fluorescence/methods , Limit of Detection , Animals , Hydrophobic and Hydrophilic Interactions , Cattle
16.
Mikrochim Acta ; 191(6): 298, 2024 05 06.
Article En | MEDLINE | ID: mdl-38709403

As a real-time fluid biopsy method, the detection of circulating tumor cells (CTCs) provides important information for the early diagnosis, precise treatment, and prognosis of cancer. However, the low density of CTCs in the peripheral blood hampers their capture and detection with high sensitivity and selectivity using currently available methods. Hence, we designed a sandwich-type electrochemical aptasensor that utilizes holothurian-shaped AuPd nanoparticles (AuPd HSs), tetrahedral DNA nanostructures (TDNs), and CuPdPt nanowire networks (NWs) interwoven with a graphdiyne (GDY) sheet for ultrasensitive non-destructive detection of MCF-7 breast cancer cells. CuPdPt NW-GDY effectively enhanced the electron transfer rate and coupled with the loaded TDNs. The TDNs could capture MCF-7 cells with precision and firmness, and the resulting composite complex was combined with AuPd HSs to form a sandwich-type structure. This novel aptasensor showed a linear range between 10 and 106 cells mL-1 and an ultralow detection limit of 7 cells mL-1. The specificity, stability, and repeatability of the measurements were successfully verified. Moreover, we used benzonase nuclease to achieve non-destructive recovery of cells for further clinical studies. According to the results, our aptasensor was more sensitive measuring the number of CTCs than other approaches because of the employment of TDNs, CuPdPt NW-GDY, and AuPd HSs. We designed a reliable sensor system for the detection of CTCs in the peripheral blood, which could serve as a new approach for cancer diagnosis at an early stage.


Aptamers, Nucleotide , Biosensing Techniques , DNA , Electrochemical Techniques , Gold , Limit of Detection , Metal Nanoparticles , Neoplastic Cells, Circulating , Palladium , Neoplastic Cells, Circulating/pathology , Humans , MCF-7 Cells , Metal Nanoparticles/chemistry , Electrochemical Techniques/methods , Aptamers, Nucleotide/chemistry , Gold/chemistry , DNA/chemistry , Biosensing Techniques/methods , Palladium/chemistry
17.
Methods Cell Biol ; 187: 57-72, 2024.
Article En | MEDLINE | ID: mdl-38705630

Correlative light and electron microscopy (CLEM) can provide valuable information about a biological sample by giving information on the specific localization of a molecule of interest within an ultrastructural context. In this work, we describe a simple CLEM method to obtain high-resolution images of neurotransmitter receptor distribution in synapses by electron microscopy (EM). We use hippocampal organotypic slices from a previously reported mouse model expressing a modified AMPA receptor (AMPAR) subunit that binds biotin at the surface (Getz et al., 2022). This tag can be recognized by StreptAvidin-Fluoronanogold™ conjugates (SA-FNG), which reach receptors at synapses (synaptic cleft is 50-100nm thick). By using pre-embedding labeling, we found that SA-FNG reliably bind synaptic receptors and penetrate around 10-15µm in depth in live tissue. However, the silver enhancement was only reaching the surface of the slices. We show that permeabilization with triton is highly effective at increasing the in depth-gold amplification and that the membrane integrity is well preserved. Finally, we also apply high-resolution electron tomography, thus providing important information about the 3D organization of surface AMPA receptors in synapses at the nanoscale.


Hippocampus , Receptors, AMPA , Synapses , Animals , Mice , Hippocampus/metabolism , Hippocampus/cytology , Receptors, AMPA/metabolism , Synapses/metabolism , Synapses/ultrastructure , Membrane Proteins/metabolism , Gold/chemistry , Microscopy, Electron/methods , Fluorescent Dyes/chemistry , Fluorescent Dyes/metabolism
18.
Anal Chim Acta ; 1306: 342585, 2024 Jun 01.
Article En | MEDLINE | ID: mdl-38692786

Herein, we developed a convenient and versatile dual-mode electrochemiluminescence (ECL) and photoelectrochemistry (PEC) sensing radar for the detection of Prostate-specific antigen (PSA), which has important implications for detection of low-abundance disease-associated proteins. Cerium-based metal-organic framework (Ce-MOFs) were firstly modified on the electrode, showing well ECL and PEC property. In particular, a unique multifunctional Au@CdS quantum dots (QDs) probe loaded numerous QDs and antibody was fabricated, not only displaying strong ECL and PEC signals, but also having specific recognition to PSA. After the signal probe was linked to the electrode by immune reaction, much amplified signals of ECL and PEC were generated for double-mode detection of PSA. Therefore, this work proposed a multifunctional Au@CdS QDs signal probe with excellent ECL and PEC performance, and developed an ultrasensitive photoelectric biosensing platform for dual-mode detection, which provides an effective method for health monitoring of cancer patients.


Cadmium Compounds , Electrochemical Techniques , Metal-Organic Frameworks , Prostate-Specific Antigen , Quantum Dots , Sulfides , Quantum Dots/chemistry , Cadmium Compounds/chemistry , Sulfides/chemistry , Humans , Prostate-Specific Antigen/analysis , Prostate-Specific Antigen/blood , Metal-Organic Frameworks/chemistry , Gold/chemistry , Cerium/chemistry , Biosensing Techniques , Photochemical Processes , Limit of Detection , Electrodes , Luminescent Measurements
19.
Anal Chim Acta ; 1306: 342617, 2024 Jun 01.
Article En | MEDLINE | ID: mdl-38692789

BACKGROUND: Alpha-fetoprotein (AFP) is a fetal protein that can indicate congenital anomalies such as Down syndrome and spinal canal blockage when detected at abnormal levels in pregnant women. Current AFP detection methods rely on invasive blood or serum samples, which require sophisticated equipment. From the many solutions proposed, colorimetric paper-based assays excel in point-of-care settings. The concept of paper-based ELISA (p-ELISA) enhances traditional methods, aligning with the ASSURED criteria for diagnostics in resource-limited regions. Despite success in microfluidic paper-based assay devices, laser printing remains underexplored for p-ELISA. Additionally, modifying the paper surface provides an additional layer of sensitivity enhancement. RESULTS: In this study, we developed a novel laser-printed paper-based ELISA (LP-pELISA) for rapid, sensitive, and noninvasive detection of AFP in saliva samples. The LP-pELISA platform was fabricated by printing hydrophobic barriers on filter paper using a laser printer, followed by depositing hydroxyapatite (HAp) as an immobilization material for the antibodies. The colorimetric detection was achieved using AuNPs functionalized with anti-AFP antibodies and silver nitrate enhancement. The LP-pELISA exhibited a linear response for AFP detection in both buffer and saliva samples over a range of 1.0-800 ng mL-1, with a limit of detection (LOD) reaching 1.0 ng mL-1. The assay also demonstrated good selectivity, repeatability, reproducibility, and stability. The LP-pELISA was further validated by testing spiked human saliva samples, showing its potential for point-of-care diagnosis of congenital disabilities. SIGNIFICANCE: The LP-pELISA is a noninvasive platform showcasing simplicity, cost-effectiveness, and user-friendliness, utilizing laser printing, hydroxyapatite modification, and saliva samples to efficiently detect AFP. Beyond its application for AFP, this method's versatility extends to other biomarkers, positioning it as a catalyst for the evolution of paper-based biosensors. The LP-pELISA holds promise as a transformative tool for point-of-care diagnostics, fostering advancements in healthcare with its innovative technology.


Colorimetry , Durapatite , Enzyme-Linked Immunosorbent Assay , Lasers , Paper , Saliva , alpha-Fetoproteins , Humans , Saliva/chemistry , Durapatite/chemistry , alpha-Fetoproteins/analysis , Printing , Gold/chemistry , Limit of Detection , Antibodies, Immobilized/immunology , Antibodies, Immobilized/chemistry
20.
Anal Chim Acta ; 1306: 342613, 2024 Jun 01.
Article En | MEDLINE | ID: mdl-38692794

Glucose detection is of significant importance in providing information to the human health management. However, conventional enzymatic glucose sensors suffer from a limited long-term stability due to the losing activity of the enzymes. In this work, the AuNi bimetallic aerogel with a well-defined nanowire network is synthesized and applied as the sensing nanomaterial in the non-enzymatic glucose detection. The three-dimensional (3D) hierarchical porous structure of the AuNi bimetallic aerogel ensures the high sensitivity of the sensor (40.34 µA mM-1 cm-2). Theoretical investigation unveiled the mechanism of the boosting electrocatalytic activity of the AuNi bimetallic aerogel toward glucose. A better adhesion between the sensing nanomaterial and the screen-printing electrodes (SPEs) is obtained after the introduction of Ni. On the basis of a wide linearity in the range of 0.1-5 mM, an excellent selectivity, an outstanding long-term stability (90 days) as well as the help of the signal processing circuit and an M5stack development board, the as-prepared glucose sensor successfully realizes remote monitoring of the glucose concentration. We speculate that this work is favorable to motivating the technological innovations of the non-enzymatic glucose sensors and intelligent sensing devices.


Biosensing Techniques , Electrochemical Techniques , Gels , Glucose , Gold , Nickel , Biosensing Techniques/methods , Nickel/chemistry , Gels/chemistry , Gold/chemistry , Glucose/analysis , Electrodes , Nanowires/chemistry , Humans , Limit of Detection
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