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1.
Med Res Rev ; 44(1): 23-65, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37246889

RESUMO

Cytokines are compounds that belong to a special class of signaling biomolecules that are responsible for several functions in the human body, being involved in cell growth, inflammatory, and neoplastic processes. Thus, they represent valuable biomarkers for diagnosing and drug therapy monitoring certain medical conditions. Because cytokines are secreted in the human body, they can be detected in both conventional samples, such as blood or urine, but also in samples less used in medical practice such as sweat or saliva. As the importance of cytokines was identified, various analytical methods for their determination in biological fluids were reported. The gold standard in cytokine detection is considered the enzyme-linked immunosorbent assay method and the most recent ones have been considered and compared in this study. It is known that the conventional methods are accompanied by a few disadvantages that new methods of analysis, especially electrochemical sensors, are trying to overcome. Electrochemical sensors proved to be suited for the elaboration of integrated, portable, and wearable sensing devices, which could also facilitate cytokines determination in medical practice.


Assuntos
Técnicas Biossensoriais , Dispositivos Eletrônicos Vestíveis , Humanos , Suor/química , Saliva/química , Técnicas Biossensoriais/métodos
2.
Int J Mol Sci ; 24(1)2022 Dec 22.
Artigo em Inglês | MEDLINE | ID: mdl-36613616

RESUMO

The high affinity and/or selectivity of oligonucleotide-mediated binding offers a myriad of therapeutical and analytical applications, whose rational design implies an accurate knowledge of the involved molecular mechanisms, concurring equilibrium processes and key affinity parameters. Oligonucleotide-functionalized gold surfaces or nanostructures are regularly employed analytical platforms for the development of label-free optical or electrochemical biosensors, and recently, novel detection platform designs have been increasingly considering the synergistic effect of polyvalent binding, involving the simultaneous interaction of two or several oligonucleotide strands. Considering the general lack of studies involving ternary single-stranded DNA (ssDNA) interactions, a complementary analytical workflow involving capillary gel electrophoretic (CGE) mobility shift assay, microcalorimetry and computational modeling has been deployed for the characterization of a series of free and surface-bound binary and ternary oligonucleotide interactions. As a proof of concept, the DNA analogue of MicroRNA 21 (miR21), a well-known oncogenic short MicroRNA (miRNA) sequence, has been chosen as a target molecule, simulating limiting-case scenarios involved in dual molecular recognition models exploited in affinity (bio)sensing. Novel data for the characterization of oligonucleotide interacting modules is revealed, offering a fast and complete mapping of the specific or non-specific, often competing, binary and ternary order interactions in dynamic equilibria, occurring between various free and metal surface-bound oligonucleotides.


Assuntos
Técnicas Biossensoriais , MicroRNAs , Oligonucleotídeos/química , DNA , DNA de Cadeia Simples
3.
Int J Mol Sci ; 21(19)2020 Oct 03.
Artigo em Inglês | MEDLINE | ID: mdl-33023042

RESUMO

In spite of being a preventable disease, cervical cancer (CC) remains at high incidence, and it has a significant mortality rate. Although hijacking of the host cellular pathway is fundamental for developing a better understanding of the human papillomavirus (HPV) pathogenesis, a major obstacle is identifying the central molecular targets involved in HPV-driven CC. The aim of this study is to investigate transcriptomic patterns of HPV-infected and normal tissues to identify novel prognostic markers. Analyses of functional enrichment and interaction networks reveal that altered genes are mainly involved in cell cycle, DNA damage, and regulated cell-to-cell signaling. Analysis of The Cancer Genome Atlas (TCGA) data has suggested that patients with unfavorable prognostics are more likely to have DNA repair defects attributed, in most cases, to the presence of HPV. However, further studies are needed to fully unravel the molecular mechanisms of such genes involved in CC.


Assuntos
Proteínas de Neoplasias/genética , Infecções por Papillomavirus/genética , Transcriptoma/genética , Neoplasias do Colo do Útero/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Progressão da Doença , Feminino , Regulação Neoplásica da Expressão Gênica/genética , Humanos , Pessoa de Meia-Idade , Proteínas de Neoplasias/classificação , Papillomaviridae/patogenicidade , Infecções por Papillomavirus/patologia , Infecções por Papillomavirus/virologia , Prognóstico , RNA Mensageiro/genética , Neoplasias do Colo do Útero/patologia , Neoplasias do Colo do Útero/virologia
4.
Anal Bioanal Chem ; 411(2): 545, 2019 01.
Artigo em Inglês | MEDLINE | ID: mdl-30443771

RESUMO

Unfortunately the name of Jean Jacques Vanden Eynde was missing as co-author of this contribution. The correct list of authors is: Ioan O. Neaga, Stephanie Hambye, Ede Bodoki, Claudio Palmieri, Jean Jacques Vanden Eynde, Eugénie Ansseau, Alexandra Belayew, Radu Oprean, Bertrand Blankert.

5.
Anal Bioanal Chem ; 410(18): 4495-4507, 2018 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-29736701

RESUMO

Myotonic dystrophy type 1 (DM1) is an autosomal dominantly inherited degenerative disease with a slow progression. At the present, there is no commercially available treatment, but sustained effort is currently undertaken for the development of a promising lead compound. In the present paper we report the development of a fast, versatile, and cost-effective affinity capillary electrophoresis (ACE) method for the screening and identification of potential drug candidates targeting pathological ARN probes relevant for DM1. The affinity studies were conducted in physiologically relevant conditions using 50 mM HEPES buffer (pH 7.4) in a fused silica capillary dynamically coated with poly(ethylene oxide), by testing a library of potential ligands against (CUG)50 RNA as target probe with a total run time of 4-5 h/ligand. For the most promising ligands, their affinity parameters were assessed and some results formerly reported on the affinity of pentamidine (PTMD) and neomycin against CUG repeats were confirmed. To the best of the authors' knowledge, the estimated binding stoichiometry for some of the tested compounds (i.e., ~ 121:1 for PTMD against the tested RNA probe) is reported for the first time. Additionally, the potential of a novel pentamidine like compound, namely 1,2-ethane bis-1-amino-4-benzamidine (EBAB) with much lower in vivo toxicity than its parent compound has also been confirmed studying its effect on a live cell model by fluorescence microscopy. Further tests, such as the evaluation of the rescue in the mis-splicing of the involved genes, can be performed to corroborate the potential therapeutic value of EBAB in DM1 treatment. Graphical abstract ᅟ.


Assuntos
Avaliação Pré-Clínica de Medicamentos/métodos , Eletroforese Capilar/métodos , Distrofia Miotônica/tratamento farmacológico , Benzamidinas/química , Benzamidinas/farmacologia , Avaliação Pré-Clínica de Medicamentos/economia , Eletroforese Capilar/economia , Células HeLa , Humanos , Ligantes , Pentamidina/química , Pentamidina/farmacologia , Motivos de Ligação ao RNA/efeitos dos fármacos , Bibliotecas de Moléculas Pequenas/química , Bibliotecas de Moléculas Pequenas/farmacologia
6.
Molecules ; 22(2)2017 Feb 10.
Artigo em Inglês | MEDLINE | ID: mdl-28208614

RESUMO

This work was aimed at correlating the chemotype of three Mentha species cultivated in Romania with an in vivo study of the anti-inflammatory and antinociceptive effects of essential oils. The selected species were Mentha piperita L. var. pallescens (white peppermint), Mentha spicata L. subsp. crispata (spearmint), and Mentha suaveolens Ehrh. (pineapple mint). Qualitative and quantitative analysis of the essential oils isolated from the selected Mentha species was performed by gas chromatography coupled with mass spectrometry (GC-MS). The anti-inflammatory activity of the essential oils was determined by the rat paw edema test induced by λ-carrageenan. The antinociceptive effect of the essential oils was evaluated by the writhing test in mice, using 1% (v/v) acetic acid solution administered intraperitonealy and by the hot plate test in mice. The results showed a menthol chemotype for M. piperita pallescens, a carvone chemotype for M. spicata, and a piperitenone oxide chemotype for M. suaveolens. The essential oil from M. spicata L. (EOMSP) produced statistically significant and dose-dependent anti-inflammatory and antinociceptive effects.


Assuntos
Analgésicos/química , Anti-Inflamatórios/química , Mentha/química , Óleos Voláteis/química , Extratos Vegetais/química , Analgésicos/farmacologia , Animais , Anti-Inflamatórios/farmacologia , Avaliação Pré-Clínica de Medicamentos , Masculino , Camundongos , Óleos Voláteis/farmacologia , Extratos Vegetais/farmacologia , Ratos Wistar , Romênia
7.
J BUON ; 22(3): 568-577, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28730758

RESUMO

Cancer is one of the most difficult diseases to be treated. The particularities regarding the tumors' occurrence mechanism, their evolution under chemotherapy, disease-free interval, but also the increasing number of patients make cancer an intensively studied health domain. Although introduced in therapy since the early 80s, platinum derivatives play an essential role in anticancer therapy. Their use in therapy resulted in improving the patient quality of life and prolonging disease-free interval, which makes them still a benchmark for other anticancer compounds. However, adverse reactions and allergic reactions are a major impediment in therapy with platinum derivatives. This paper summarizes data about platinum derivatives through a multidisciplinary approach, starting from a chemical point of view and on to their mechanism of action, mechanism of cellular resistance, predictive factors for the outcome of chemotherapy such as micro RNAs (miRNAs), tumor suppressor protein p53, and the excision repair cross-complementing 1 protein (ERCC1).


Assuntos
Antineoplásicos/farmacologia , Compostos Organoplatínicos/farmacologia , Carboplatina/efeitos adversos , Carboplatina/química , Carboplatina/farmacologia , Cisplatino/efeitos adversos , Cisplatino/química , Cisplatino/farmacologia , Resistencia a Medicamentos Antineoplásicos , Humanos , Oxaliplatina/efeitos adversos , Oxaliplatina/química , Oxaliplatina/farmacologia , Proteína Supressora de Tumor p53/fisiologia
8.
Anal Chem ; 87(5): 2755-63, 2015 Mar 03.
Artigo em Inglês | MEDLINE | ID: mdl-25630982

RESUMO

The development of a chiral electrochemical sensor using an electrogenerated molecularly imprinted polymer (MIP)-based ultrathin film using R(+)-atenolol (ATNL) as a template was reported. The proposed sensor exhibited distinctive enantiospecific oxidation peaks toward the R-antipodes of four ß-blocker representatives and additional oxidation peaks common to both enantiomers of each studied ß-blocker, allowing thus the simultaneous analysis of all of their enantiomers in a single analysis. The specific preconditioning of the polymer by alternative exposure to aqueous and nonaqueous medium was proven to be essential for the chiral recognition ability of the obtained sensor. The rebinding property of the MIP film was studied by using a well-known redox probe, a change in the morphology and diffusive permeability of the thin polymeric layer in the presence of its template being observed. The applicability of the optimized analytical procedure was demonstrated by the analysis of ATNL's enantiomers in the range of 1.88 × 10(-7)-1.88 × 10(-5) mol/L. The developed polymeric interface is the first reported transductor of a chiral electrochemical sensor able to exhibit simultaneous enantiospecificity toward several ß-blocker representatives extensively used in the pharmaceutical and biomedical fields, offering good prospects in the simple, cost-effective, and fast assessment of their enantiomeric ratio and total concentration.


Assuntos
Antagonistas Adrenérgicos beta/análise , Atenolol/análise , Materiais Biomiméticos/química , Técnicas Biossensoriais/métodos , Técnicas Eletroquímicas/métodos , Impressão Molecular/métodos , Polímeros/química , Antagonistas Adrenérgicos beta/química , Atenolol/química , Eletrodos , Microscopia Eletrônica de Varredura , Espectroscopia de Infravermelho com Transformada de Fourier , Estereoisomerismo
9.
Molecules ; 20(8): 15060-71, 2015 Aug 17.
Artigo em Inglês | MEDLINE | ID: mdl-26287157

RESUMO

L. barbarum L. is a widely-accepted nutraceutical presenting highly advantageous nutritive and antioxidant properties. Its flowers have been previously described as a source of diosgenin, ß-sitosterol and lanosterol that can be further pharmaceutically developed, but no other data regarding their composition is available. The purpose of this work was to investigate the chemical constituents, antioxidant and antimicrobial activities of L. barbarum flowers, as an alternative resource of naturally-occurring antioxidant compounds. The free radical scavenging activity of the ethanolic extract was tested by TEAC, two enzymatic assays with more physiological relevance and EPR spectroscopy. The presence of several phenolic compounds, such as chlorogenic, p-coumaric and ferulic acids, but also isoquercitrin, rutin and quercitrin, was assessed by an HPLC/MS method. The antioxidant assays revealed that the extract exhibited a moderate antioxidant potential. The antimicrobial activity was mild against Gram-positive bacteria and lacking against Escherichia coli. These findings complete the scarce existing data and offer new perspectives for further pharmaceutical valorization of L. barbarum flowers.


Assuntos
Anti-Infecciosos/farmacologia , Antioxidantes/farmacologia , Flores/química , Lycium/química , Fenóis/farmacologia , Bacillus subtilis/efeitos dos fármacos , Cromatografia Líquida de Alta Pressão , Citocromos c/metabolismo , Flavonoides/análise , Sequestradores de Radicais Livres/farmacologia , Cinética , Lipossomos/química , Espectrometria de Massas , Testes de Sensibilidade Microbiana , Oxirredução , Polifenóis/análise
10.
J BUON ; 20(6): 1617-23, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26854461

RESUMO

PURPOSE: Platinum derivatives play a very important role in cancer therapy. Despite their outstanding results in the treatment of tumors with different locations, the occurrence of hypersensitivity reactions raises issues when it comes to therapy decision, because the changing of chemotherapy line could influence the tumor's evolution. Over the years the scientific community has paid particular attention to the mechanism by which this occurs and to identification of predictive factors. The purpose of this case-control, retrospective study was to find new predictive markers for the occurrence of allergic reactions to platinum derivatives. METHODS: We identified 59 cases of allergic reactions to platinum derivatives in the Oncology Institute "Prof. Dr. Ion Chiricuta" from Cluj-Napoca city in 2013. Blood tests data were analyzed before the administration of the cycle on which the allergic reaction occurred, along with the mandatory analyses for the patients and we focused on the values of neutrophils, lymphocytes, monocytes, eosinophils and basophils. RESULTS: When these values were compared with the values of the control group (,which was made at a ratio of 1:2 or 1:3, matched for age, tumor location and chemotherapy cycle) we found that each increase of lymphocytes or doses of platinum and each drop in monocytes number increased the risk for allergic reactions to occur. CONCLUSION: These findings are of a great value for the physicians and represent a starting point for more detailed studies.


Assuntos
Antineoplásicos/efeitos adversos , Hipersensibilidade a Drogas/diagnóstico , Compostos Organoplatínicos/efeitos adversos , Compostos de Platina/efeitos adversos , Biomarcadores , Carboplatina/efeitos adversos , Estudos de Casos e Controles , Cisplatino/efeitos adversos , Humanos , Oxaliplatina , Estudos Retrospectivos
11.
Pak J Pharm Sci ; 28(4 Suppl): 1511-5, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-26431651

RESUMO

The purpose of this research was to bring new data regarding the phenolic composition and the antioxidant activity of L. barbarum L. and L. chinense Mill. leaves. The determination of the main polyphenolic compounds was performed using a HPLC-UV-MS method. The dominant compound found for both species was rutin, with its highest amount registered in L. chinense (24141.90±21.3 µ/g plant material) leaves. Among the flavonoidic aglycones, quercetin was found in both samples, being quantified in a higher amount in L. chinense. In the antioxidant assays, both extracts exhibited important antioxidant activities, as witnessed by the three methods, both correlated with their total polyphenolic content.


Assuntos
Antioxidantes/farmacologia , Lycium/química , Extratos Vegetais/farmacologia , Polifenóis/análise , Cromatografia Líquida de Alta Pressão , Folhas de Planta/química
12.
Electrophoresis ; 35(19): 2722-32, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-25042043

RESUMO

There is an increased and continuous need for developing new methods for the separation and quantification of an increasing number of analytes in the environmental, pharmaceutical, pharmacological, and toxicological sciences. CEC is still withholding its popularity, representing a viable alternative to the more conventional techniques (HPLC, GC) due to the numerous advantages, such as, low sample/reagent volumes, high separation efficiencies, hybrid separation principle, etc. One particular promising direction in CEC is the use of molecularly imprinted polymers (MIPs) as stationary phases. They are usually immobilized in the capillary column as a continuous polymeric monolith or as a thin polymer coating attached to the capillary's inner wall. Another emerging trend is the use of MIPs in the form of nanoparticles as a pseudostationary phase. This review discusses the recent developments (2011-2013) in finding the optimal polymerization mixture and the suitable MIP format that should be employed in CEC separations. The most important applications of MIPs in CEC technique are also highlighted.


Assuntos
Eletrocromatografia Capilar , Impressão Molecular , Ácidos Polimetacrílicos
13.
Molecules ; 19(9): 15162-79, 2014 Sep 22.
Artigo em Inglês | MEDLINE | ID: mdl-25247685

RESUMO

The aim of this paper was to evaluate the antioxidant and antimicrobial activities and the polyphenolic content of Schisandra chinensis (Turcz.) Baill. leaves and fruits. The leaves are an important source of flavonoids (35.10 ± 1.23 mg RE/g plant material). Qualitative and quantitative analyses of the polyphenolic compounds were achieved using a HPLC-UV-MS method. The main flavonoid from the leaves was isoquercitrin (2486.18 ± 5.72 µg/g plant material), followed by quercitrin (1645.14 ± 2.12 µg/g plant material). Regarding the fruit composition, the dominant compound there was rutin (13.02 ± 0.21 µg/g plant material), but comparing with the leaves, fruits can be considered a poor source of phenolic compounds. The antioxidant activity was evaluated by DPPH, TEAC, hemoglobin ascorbate peroxidase activity inhibition (HAPX), inhibition of lipid peroxidation catalyzed by cytochrome c and EPR spectroscopic assays, revealing a better antioxidant activity for the S. chinensis leaves extract. In the antimicrobial assay, S. chinensis leaves extract showed efficient activities against the targeted bacteria, being more active than the fruits extract. The results suggest the leaves of S. chinensis as a valuable source of antioxidant compounds with significant antioxidant activity.


Assuntos
Anti-Infecciosos/farmacologia , Antioxidantes/farmacologia , Folhas de Planta/química , Polifenóis/química , Schisandra/química , Cromatografia Líquida de Alta Pressão , Espectroscopia de Ressonância de Spin Eletrônica , Espectrometria de Massas , Testes de Sensibilidade Microbiana , Espectrofotometria Ultravioleta
14.
Molecules ; 19(7): 10056-73, 2014 Jul 10.
Artigo em Inglês | MEDLINE | ID: mdl-25014533

RESUMO

This study was performed to evaluate the in vitro antioxidant and antimicrobial activities and the polyphenolic content of Lycium barbarum L. and L. chinense Mill. leaves. The different leave extracts contain important amounts of flavonoids (43.73 ± 1.43 and 61.65 ± 0.95 mg/g, respectively) and showed relevant antioxidant activity, as witnessed by the quoted methods. Qualitative and quantitative analyses of target phenolic compounds were achieved using a HPLC-UV-MS method. Rutin was the dominant flavonoid in both analysed species, the highest amount being registered for L. chinense. An important amount of chlorogenic acid was determined in L. chinense and L. barbarum extracts, being more than twice as high in L. chinense than in L. barbarum. Gentisic and caffeic acids were identified only in L. barbarum, whereas kaempferol was only detected in L. chinense. The antioxidant activity was evaluated by DPPH, TEAC, hemoglobin ascorbate peroxidase activity inhibition (HAPX) and inhibition of lipid peroxidation catalyzed by cytochrome c assays revealing a better antioxidant activity for the L. chinense extract. Results obtained in the antimicrobial tests revealed that L. chinense extract was more active than L. barbarum against both Gram-positive and Gram-negative bacterial strains. The results suggest that these species are valuable sources of flavonoids with relevant antioxidant and antimicrobial activities.


Assuntos
Anti-Infecciosos/química , Anti-Infecciosos/farmacologia , Antioxidantes/química , Antioxidantes/farmacologia , Lycium/química , Folhas de Planta/química , Polifenóis/química , Polifenóis/farmacologia , Peroxidação de Lipídeos/efeitos dos fármacos , Testes de Sensibilidade Microbiana , Extratos Vegetais/química , Extratos Vegetais/farmacologia
15.
Talanta ; 255: 124208, 2023 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-36628903

RESUMO

Methamphetamine (MA) is a synthetic psychoactive drug which is consumed both licitly and illicitly. In some countries it is prescribed for attention-deficit and hyperactivity disorder, and short-term treatment of obesity. More often though, it is abused for its psychostimulant properties. Unfortunately, the spread and abuse of this synthetic drug have increased globally, being reported as the most widely consumed synthetic psychoactive drug in the world in 2019. Attempting to overcome the shortcomings of the currently used on-site methods for MA detection in suspected cargos, the present study explores the potential of electrochemical identification of MA by means of square wave voltammetry on disposable graphite screen-printed electrodes. Hence, the analytical characterization of the method was evaluated under optimal conditions exhibiting a linear range between 50 µM and 2.5 mM MA, a LOD of 16.7 µM, a LOQ of 50.0 µM and a sensitivity of 5.3 µA mM-1. Interestingly, two zones in the potential window were identified for the detection of MA, depending on its concentration in solution. Furthermore, the oxidative pathway of MA was elucidated employing liquid chromatography - mass spectrometry to understand the change in the electrochemical profile. Thereafter, the selectivity of the method towards MA in mixtures with other drugs of abuse as well as common adulterants/cutting agents was evaluated. Finally, the described method was employed for the analysis of MA in confiscated samples and compared with forensic methods, displaying its potential as a fast and easy-to-use method for on-site analysis.


Assuntos
Estimulantes do Sistema Nervoso Central , Metanfetamina , Metanfetamina/análise , Cromatografia Líquida , Medicina Legal , Eletrodos , Psicotrópicos/análise
16.
Nanomaterials (Basel) ; 13(17)2023 Aug 22.
Artigo em Inglês | MEDLINE | ID: mdl-37686901

RESUMO

Synthetic cathinones (SCs) are a group of new psychoactive substances often referred to as "legal highs" or "bath salts", being characterized by a dynamic change, new compounds continuously emerging on the market. This creates a lack of fast screening tests, making SCs a constant concern for law enforcement agencies. Herein, we present a fast and simple method for the detection of four SCs (alpha-pyrrolidinovalerophenone, N-ethylhexedrone, 4-chloroethcathinone, and 3-chloromethcathinone) based on their electrochemical profiles in a decentralized manner. In this regard, the voltametric characterization of the SCs was performed by cyclic and square wave voltammetry. The elucidation of the SCs redox pathways was successfully achieved using liquid chromatography coupled to (tandem) mass spectrometry. For the rational identification of the ideal experimental conditions, chemometric data processing was employed, considering two critical qualitative and quantitative variables: the type of the electrochemical platform and the pH of the electrolyte. The analytical figures of merit were determined on standard working solutions using the optimized method, which exhibited wide linear ranges and LODs suitable for confiscated sample screening. Finally, the performance of the method was evaluated on real confiscated samples, the resulting validation parameters being similar to those obtained with another portable device (i.e., Raman spectrometer).

17.
Int J Pharm ; 648: 123610, 2023 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-37977288

RESUMO

In this work, the feasibility of implementing a process analytical technology (PAT) platform consisting of Near Infrared Spectroscopy (NIR) and particle size distribution (PSD) analysis was evaluated for the prediction of granule downstream processability. A Design of Experiments-based calibration set was prepared using a fluid bed melt granulation process by varying the binder content, granulation time, and granulation temperature. The granule samples were characterized using PAT tools and a compaction simulator in the 100-500 kg load range. Comparing the systematic variability in NIR and PSD data, their complementarity was demonstrated by identifying joint and unique sources of variation. These particularities of the data explained some differences in the performance of individual models. Regarding the fusion of data sources, the input data structure for partial least squares (PLS) based models did not significantly impact the predictive performance, as the root mean squared error of prediction (RMSEP) values were similar. Comparing PLS and artificial neural network (ANN) models, it was observed that the ANNs systematically provided superior model performance. For example, the best tensile strength, ejection stress, and detachment stress prediction with ANN resulted in an RMSEP of 0.119, 0.256, and 0.293 as opposed to the 0.180, 0.395, and 0.430 RMSEPs of the PLS models, respectively. Finally, the robustness of the developed models was assessed.


Assuntos
Redes Neurais de Computação , Espectroscopia de Luz Próxima ao Infravermelho , Espectroscopia de Luz Próxima ao Infravermelho/métodos , Análise dos Mínimos Quadrados , Calibragem , Temperatura
18.
Biosensors (Basel) ; 12(8)2022 Aug 13.
Artigo em Inglês | MEDLINE | ID: mdl-36005034

RESUMO

The rapid diagnosis of Pseudomonas aeruginosa infection is very important because this bacterium is one of the main sources of healthcare-associated infections. Pseudomonas quinolone signal (PQS) is a specific molecule for quorum sensing (QS) in P. aeruginosa, a form of cell-to-cell bacterial communication and its levels can allow the determination of the bacterial population. In this study, the development of the first electrochemical detection of PQS using screen-printed electrodes modified with carbon nanotubes (CNT-SPE) is reported. The electrochemical fingerprint of PQS was determined using different electrode materials and screen-printed electrodes modified with different nanomaterials. The optimization of the method in terms of electrolyte, pH, and electrochemical technique was achieved. The quantification of PQS was performed using one of the anodic peaks in the electrochemical fingerprint of the PQS on the CNT-SPE. The sensor exhibited a linear range from 0.1 to 15 µM, with a limit of detection of 50 nM. The sensor allowed the selective detection of PQS, with low interference from other QS molecules. The sensor was successfully applied to analysis of real samples (spiked urine and human serum samples, spiked microbiological growth media, and microbiological cultures).


Assuntos
Nanotubos de Carbono , Percepção de Quorum , Atenção à Saúde , Eletrodos , Humanos , Pseudomonas aeruginosa , Quinolonas
19.
Biosensors (Basel) ; 12(7)2022 Jun 22.
Artigo em Inglês | MEDLINE | ID: mdl-35884243

RESUMO

Pseudomonas aeruginosa, an opportunistic Gram-negative bacterium, is one of the main sources of infections in healthcare environments, making its detection very important. N-3-oxo-dodecanoyl L-homoserine lactone (3-O-C12-HSL) is a characteristic molecule of quorum sensing-a form of cell-to-cell communication between bacteria-in P. aeruginosa. Its detection can allow the determination of the bacterial population. In this study, the development of the first electrochemical aptasensor for the detection of 3-O-C12-HSL is reported. A carbon-based screen-printed electrode modified with gold nanoparticles proved to be the best platform for the aptasensor. Each step in the fabrication of the aptasensor (i.e., gold nanoparticles' deposition, aptamer immobilization, incubation with the analyte) was optimized and characterized using cyclic voltammetry, differential pulse voltammetry, and electrochemical impedance spectroscopy. Different redox probes in solution were evaluated, the best results being obtained in the presence of [Fe(CN)6]4-/[Fe(CN)6]3-. The binding affinity of 106.7 nM for the immobilized thiol-terminated aptamer was determined using surface plasmon resonance. The quantification of 3-O-C12-HSL was performed by using the electrochemical signal of the redox probe before and after incubation with the analyte. The aptasensor exhibited a logarithmic range from 0.5 to 30 µM, with a limit of detection of 145 ng mL-1 (0.5 µM). The aptasensor was successfully applied for the analysis of real samples (e.g., spiked urine samples, spiked microbiological growth media, and microbiological cultures).


Assuntos
Aptâmeros de Nucleotídeos , Técnicas Biossensoriais , Nanopartículas Metálicas , Aptâmeros de Nucleotídeos/química , Técnicas Biossensoriais/métodos , Atenção à Saúde , Técnicas Eletroquímicas/métodos , Ouro/química , Nanopartículas Metálicas/química , Pseudomonas aeruginosa , Percepção de Quorum
20.
Nanomaterials (Basel) ; 11(2)2021 Jan 25.
Artigo em Inglês | MEDLINE | ID: mdl-33503937

RESUMO

Organochlorine pesticides (OCPs) embody highly lipophilic hazardous chemicals that are being phased out globally. Due to their persistent nature, they are still contaminating the environment, being classified as persistent organic pollutants (POPs). They bioaccumulate through bioconcentration and biomagnification, leading to elevated concentrations at higher trophic levels. Studies show that human long-term exposure to OCPs is correlated with a large panel of common chronic diseases. Due to toxicity concerns, most OCPs are listed as persistent organic pollutants (POPs). Conventionally, separation techniques such as gas chromatography are used to analyze OCPs (e.g., gas chromatography coupled with mass spectrometry (GC/MS)) or electron capture detection (GC/ECD). These are accurate, but expensive and time-consuming methods, which can only be performed in centralized lab environments after extensive pretreatment of the collected samples. Thus, researchers are continuously fueling the need to pursue new faster and less expensive alternatives for their detection and quantification that can be used in the field, possibly in miniaturized lab-on-a-chip systems. In this context, surface enhanced Raman spectroscopy (SERS) represents an exceptional analytical tool for the trace detection of pollutants, offering molecular fingerprint-type data and high sensitivity. For maximum signal amplification, two conditions are imposed: an efficient substrate and a high affinity toward the analyte. Unfortunately, due to the highly hydrophobic nature of these pollutants (OCPs,) they usually have a low affinity toward SERS substrates, increasing the challenge in their SERS detection. In order to overcome this limitation and take advantage of on-site Raman analysis of pollutants, researchers are devising ingenious strategies that are synthetically discussed in this review paper. Aiming to maximize the weak Raman signal of organochlorine pesticides, current practices of increasing the substrate's performance, along with efforts in improving the selectivity by SERS substrate functionalization meant to adsorb the OCPs in close proximity (via covalent, electrostatic or hydrophobic bonds), are both discussed. Moreover, the prospects of multiplex analysis are also approached. Finally, other perspectives for capturing such hydrophobic molecules (MIPs-molecularly imprinted polymers, immunoassays) and SERS coupled techniques (microfluidics-SERS, electrochemistry-SERS) to overcome some of the restraints are presented.

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