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1.
Angew Chem Int Ed Engl ; 63(20): e202402881, 2024 May 13.
Artigo em Inglês | MEDLINE | ID: mdl-38433093

RESUMO

Functionalized with the Au-S bond, gold nanoflares have emerged as promising candidates for theranostics. However, the presence of intracellular abundantly biothiols compromises the conventional Au-S bond, leading to the unintended release of cargoes and associated side-effects on non-target cells. Additionally, the hypoxic microenvironment in diseased regions limits treatment efficacy, especially in photodynamic therapy. To address these challenges, high-fidelity photodynamic nanoflares constructed on Pt-coated gold nanoparticles (Au@Pt PDNF) were communicated to avoid false-positive therapeutic signals and side-effects caused by biothiol perturbation. Compared with conventional photodynamic gold nanoflares (AuNP PDNF), the Au@Pt PDNF were selectively activated by cancer biomarkers and exhibited high-fidelity phototheranostics while reducing side-effects. Furthermore, the ultrathin Pt-shell catalysis was confirmed to generate oxygen which alleviated hypoxia-related photodynamic resistance and enhanced the antitumor effect. This design might open a new venue to advance theranostics performance and is adaptable to other theranostic nanomaterials by simply adding a Pt shell.


Assuntos
Antineoplásicos , Ouro , Nanopartículas Metálicas , Platina , Nanomedicina Teranóstica , Ouro/química , Humanos , Platina/química , Nanopartículas Metálicas/química , Antineoplásicos/química , Antineoplásicos/farmacologia , Fotoquimioterapia , Sobrevivência Celular/efeitos dos fármacos , Fármacos Fotossensibilizantes/química , Fármacos Fotossensibilizantes/farmacologia , Linhagem Celular Tumoral , Ensaios de Seleção de Medicamentos Antitumorais , Proliferação de Células/efeitos dos fármacos
2.
Anal Chem ; 95(18): 7142-7149, 2023 05 09.
Artigo em Inglês | MEDLINE | ID: mdl-37122064

RESUMO

Fluorescent probes have emerged as powerful tools for the detection of different analytes by virtue of structural tenability. However, the requirement of an excitation source largely hinders their applicability in point-of-care detection, as well as causing autofluorescence interference in complex samples. Herein, based on bioluminescence resonance energy transfer (BRET), we developed a reaction-based ratiometric bioluminescent platform, which allows the excitation-free detection of analytes. The platform has a modular design consisting of a NanoLuc-HaloTag fusion as an energy donor, to which a synthetic fluorescent probe is bioorthogonally labeled as recognition moiety and energy acceptor. Once activated by the target, the fluorescent probe can be excited by NanoLuc to generate a remarkable BRET signal, resulting in obvious color changes of luminescence, which can be easily recorded and quantitatively analyzed by a smartphone. As a proof of concept, a fluorescent probe for HOCl was synthesized to construct the bioluminescent system. Results demonstrated the system showed a constant blue/red emission ratio which is independent to the signal intensity, allowing the quantification of HOCl concentration with high sensitivity (limit of detection (LOD) = 13 nM) and accuracy. Given the universality, this reaction-based bioluminescent platform holds great potential for point-of-care and quantitative detection of reactive species.


Assuntos
Corantes Fluorescentes , Smartphone , Corantes Fluorescentes/química , Sistemas Automatizados de Assistência Junto ao Leito , Transferência de Energia , Testes Imunológicos
3.
Angew Chem Int Ed Engl ; 61(16): e202114504, 2022 04 11.
Artigo em Inglês | MEDLINE | ID: mdl-35106878

RESUMO

Fertilization and early embryonic development as the beginning of a new life are key biological events. Hydrogen polysulfide (H2 Sn ) plays important roles during physiological regulation, such as antioxidation-protection. However, no report has studied in situ H2 Sn fluctuation during early embryonic development because of the low abundance of H2 Sn and inadequate sensitivity of probes. We herein construct a polymeric nanobeacon from a H2 Sn -responsive polymer and fluorophores, which is capable of detecting H2 Sn selectively and of signal amplification. Taking the zebrafish as a model, the polymeric nanobeacon revealed that the H2 Sn level was significantly elevated after fertilization due to the activation of cell multiplication, suppressed partially during embryonic development, and finally kept steady up to zebrafish emergence. This strategy is generally accessible for biomarkers by altering the responsive unit and significant for facilitating biological analysis during life development.


Assuntos
Hidrogênio , Peixe-Zebra , Animais , Desenvolvimento Embrionário , Fertilização , Polímeros , Sulfetos
4.
Plant Dis ; 2021 Jun 22.
Artigo em Inglês | MEDLINE | ID: mdl-34156270

RESUMO

Dianthus chinensis is widely cultivated for ornamental and medicinal use in China (Guo et al. 2017). The plant has been used in traditional Chinese medicine for the treatment of urinary problems such as strangury and diuresis (Han et al. 2015). In June and July 2020, powdery mildew-like signs and symptoms were seen on leaves of D. chinensis cultivated on the campus of Inner Mongolia Agricultural University, Hohhot city, Inner Mongolia Province, China. White powder-like masses occurred in irregular shaped lesions on both leaf surfaces and covered up to 50% of leaf area. Some infected leaves were deformed on their edges and some leaf senescence occurred. More than 40 % of plants (n = 180) exhibited these signs and symptoms. Conidiophores (n = 50) of the suspect fungus were unbranched and measured 70 to 140 µm long × 6 to 10 µm wide and had foot cells that were 25 to 48 µm long. Conidia (n = 50) were produced singly, elliptical to cylindrical shaped, 30 to 45 µm long × 12 to 19 µm wide, with length/width ratio of 2.0 to 3.2, and lacked fibrosin bodies. No chasmothecia were found. Based on these morphological characteristics, the fungus was tentatively identified as an Erysiphe sp. (Braun and Cook 2012). Fungal structures were isolated from diseased leaves and genomic DNA of the pathogen extracted utilizing the method described by Zhu et al. (2019). The internal transcribed spacer (ITS) region was amplified by PCR employing the primers PMITS1/PMITS2 (Cunnington et al. 2003) and the amplicon sequenced by Invitrogen (Shanghai, China). The sequence for the powdery mildew fungus (deposited into GenBank under Accession No. MW144997) showed 100 % identity (558/558 bp) with E. buhrii (Accession No. LC009898) that was reported on Dianthus sp. in Japan (Takamatsu et al. 2015). Pathogenicity tests were done by collecting fungal conidia from infected D. chinensis leaves and brushing them onto leaves of four healthy plants. Four uninoculated plants served as controls. Inoculated and uninoculated plants were placed in separate growth chambers maintained at 19 ℃, 65 % humidity, with a 16 h/8 h light/dark period. Nine-days post-inoculation, powdery mildew disease signs appeared on inoculated plants, whereas control plants remained asymptomatic. The same results were obtained for two repeated pathogenicity experiments. The powdery mildew fungus was identified and confirmed as E. buhrii based on morphological and molecular analysis. An Oidium sp. causing powdery mildew on D. chinensis previously was reported in Xinjiang Province, China (Zheng and Yu 1987). This, to the best of our knowledge, is the first report of powdery mildew caused by E. buhrii on D. chinensis in China (Farr and Rossman 2020). The sudden occurrence of this destructive powdery mildew disease on D. chinensis may adversely affect the health, ornamental value and medicinal uses of the plant in China. Identifying the cause of the disease will support efforts for its future control and management.

5.
Angew Chem Int Ed Engl ; 60(44): 23534-23539, 2021 10 25.
Artigo em Inglês | MEDLINE | ID: mdl-34378279

RESUMO

The peroxidase-like activity of nanozymes is promising for chemodynamic therapy by catalyzing H2 O2 into . OH. However, for most nanozymes, this activity is optimal just in acidic solutions, while the pH of most physiological systems is beyond 7.0 (even >8.0 in chronic wounds) with inadequate H2 O2 . We herein communicate an activatable nanozyme with targeting capability to simultaneously break the local pH and H2 O2 limitations under physiological conditions. As a proof of concept, aptamer-functionalized nanozymes, glucose oxidase, and hyaluronic acid constitute an activatable nanocapsule "APGH", which can be activated by bacteria-secreted hyaluronidase in infected wounds. Nanozymes bind onto bacteria through aptamer recognition, and glucose oxidation tunes the local pH down and supplements H2 O2 for the in-situ generation of . OH on bacteria surfaces. The activity switching and enhanced antibacterial effect of the nanocapsule were verified in vitro and in diabetic wounds. This strategy for directly regulating local microenvironment is generally accessible for nanozymes, and significant for facilitating biological applications of nanozymes.


Assuntos
Antibacterianos/metabolismo , Diabetes Mellitus/metabolismo , Glucose Oxidase/metabolismo , Glucose/metabolismo , Peróxido de Hidrogênio/metabolismo , Infecções Estafilocócicas/metabolismo , Animais , Antibacterianos/uso terapêutico , Diabetes Mellitus/tratamento farmacológico , Diabetes Mellitus/microbiologia , Peróxido de Hidrogênio/química , Concentração de Íons de Hidrogênio , Radical Hidroxila/química , Radical Hidroxila/metabolismo , Camundongos , Infecções Estafilocócicas/tratamento farmacológico
6.
Analyst ; 145(5): 1925-1932, 2020 Mar 02.
Artigo em Inglês | MEDLINE | ID: mdl-31989119

RESUMO

Inspired by the natural enzyme cascade reaction, a multiple DNAzyme cascade platform is engineered to imitate the intracellular process of signal transduction and signal amplification. In this design, when particular stimuli appear, an activated upstream DNAzyme will cleave a well-designed intermediary S1, releasing a downstream DNAzyme that can cleave the reporter substrate S2 to output signals. Thus, the signal is passed from the upstream DNAzyme to the downstream DNAzyme through a well-designed intermediary, accomplishing signal transduction and signal amplification. According to the experimental results, the DNAzyme cascades are capable of improving sensitivity for bioassays compared with that for single DNAzyme-based biocatalysis, which holds promise for potential applications, such as biomolecular computing, logic circuits and precision medicine.


Assuntos
Técnicas Biossensoriais/métodos , DNA Catalítico/química , Engenharia Genética , MicroRNAs/sangue , Técnicas de Amplificação de Ácido Nucleico/métodos , Biocatálise , DNA Catalítico/genética , Humanos , Transdução de Sinais
7.
Angew Chem Int Ed Engl ; 59(45): 20104-20111, 2020 11 02.
Artigo em Inglês | MEDLINE | ID: mdl-32725743

RESUMO

It is of great value to detect biological molecules in live cells. However, probes for imaging low-abundance targets in live cells are limited by the one-to-one signal-triggered model. Here, we introduce the concept of the amplified FRET nanoflare, which employs high-abundance endogenous mRNA as fuel strands to amplify the detection of low abundance intracellular miRNA. As far as we know, this is the first report of an endogenous mRNA-powered nanomachine for intracellular molecular detection. We experimentally prove the mechanism of the nanomachine and demonstrate its specificity and sensitivity. The proposed amplified FRET nanoflare can act as an excellent intracellular molecular detection strategy that is promising for biological and medical applications.


Assuntos
Transferência Ressonante de Energia de Fluorescência/métodos , Nanopartículas Metálicas/química , MicroRNAs/metabolismo , RNA Mensageiro/metabolismo , Ouro/química , Humanos , Células MCF-7
8.
Chembiochem ; 19(2): 147-152, 2018 01 18.
Artigo em Inglês | MEDLINE | ID: mdl-29171151

RESUMO

Innovative techniques to visualize native microRNAs (miRNAs) in live cells can dramatically impact current research on the roles of miRNA in biology and medicine. Here, we report a novel approach for live-cell miRNA imaging using a biodegradable MnO2 nanosheet-mediated DD-A FRET hybridization chain reaction (HCR). The MnO2 nanosheets can adsorb DNA hairpin probes and deliver them into live cells. After entering cells, the MnO2 nanosheets are degraded by cellular GSH. Then, the target miR-21 triggers cascaded assembly of the liberated hairpin probes into long dsDNA polymers, which brings each two FAMs (donor) and one TAMRA (acceptor) into close proximity to generate significantly enhanced DD-A FRET signals, which was discovered and proven by our previous report. We think the developed approach can serve as an excellent intracellular miRNAs detection tool, which promises the potential for biological and disease studies.


Assuntos
Técnicas Biossensoriais , Transferência Ressonante de Energia de Fluorescência , Compostos de Manganês/química , MicroRNAs/análise , Nanoestruturas/química , Hibridização de Ácido Nucleico , Óxidos/química , Adsorção , DNA/química , DNA/metabolismo , Sondas de DNA/química , Sondas de DNA/metabolismo , Células Hep G2 , Humanos , Compostos de Manganês/metabolismo , MicroRNAs/metabolismo , Óxidos/metabolismo
9.
Anal Chem ; 89(11): 5850-5856, 2017 06 06.
Artigo em Inglês | MEDLINE | ID: mdl-28503919

RESUMO

A new class of intracellular nanoprobe, termed AuNP-based hairpin-locked-DNAzyme probe, was developed to sense miRNA in living cells. Briefly, it consists of an AuNP and hairpin-locked-DNAzyme strands. In the absence of target miRNA, the hairpin-locked-DNAzyme strand forms a hairpin structure by intramolecular hybridization, which could inhibit the catalytic activity of DNAzyme strand and the fluorescence is quenched by the AuNP. However, in the presence of target, the target-probe hybridization can open the hairpin and form the active secondary structure in the catalytic cores to yield an "active" DNAzyme, which then cleaves the self-strand with the assist of Mg2+. The cleaved two shorter DNA fragments are separated with the target. As a result, the fluorophores are released from the AuNP and the fluorescence is enhanced. Meanwhile, the target is also released and binds to another hairpin-locked-DNAzyme strand to drive another cycle of activation. In such a way, the target-recycling amplification leads to significant signal enhancement and thus offers high detection sensitivity.


Assuntos
DNA Catalítico/metabolismo , Nanopartículas Metálicas/química , MicroRNAs/análise , Imagem Molecular/métodos , Técnicas Biossensoriais , Linhagem Celular Tumoral , Sobrevivência Celular , DNA Catalítico/química , Ouro , Humanos , Conformação de Ácido Nucleico
10.
Anal Chem ; 89(16): 8377-8383, 2017 08 15.
Artigo em Inglês | MEDLINE | ID: mdl-28718626

RESUMO

A new class of intracellular nanoprobe, termed AuNP loaded split-DNAzyme probe, was developed to sense miRNA in living cells. Briefly, it consists of an AuNP and substrates hybridized with two half of split DNAzymes. In the absence of target miRNA, the split DNAzymes form an inactive DNAzyme motif with their substrate through partial paring at the end of each strand, and the fluorescence is quenched. Inside the cells, the target miRNA binds with both of the two half of split DNAzymes, forming the active secondary structure in the catalytic cores, which can cleave the substrates, resulting in the rupture of the substrate and recovery of the fluorescence. Meanwhile, the target is released and binds to another inactive DNAzyme motif to drive another cycle of activation. During the cyclic process, a very small number of target miRNAs can initiate the cleavage of many fluorophore-labeled substrate strands from AuNP surface, providing an amplified fluorescent signal of the target miRNA and, thus, offering high detection sensitivity.


Assuntos
DNA Catalítico/química , Corantes Fluorescentes/química , Ouro/química , Nanopartículas Metálicas/química , MicroRNAs/análise , Imagem Óptica , DNA Catalítico/metabolismo , Fluorescência , Corantes Fluorescentes/metabolismo , Ouro/metabolismo , Humanos , MicroRNAs/metabolismo , Células Tumorais Cultivadas
11.
BMC Genet ; 18(1): 60, 2017 06 26.
Artigo em Inglês | MEDLINE | ID: mdl-28651548

RESUMO

BACKGROUND: Canine and wolf mitochondrial DNA haplotypes, which can be used for forensic or phylogenetic analyses, have been defined in various schemes depending on the region analyzed. In recent studies, the 582 bp fragment of the HV1 region is most commonly used. 317 different canine HV1 haplotypes have been reported in the rapidly growing public database GenBank. These reported haplotypes contain several inconsistencies in their haplotype information. To overcome this issue, we have developed a Canis mtDNA HV1 database. This database collects data on the HV1 582 bp region in dog mitochondrial DNA from the GenBank to screen and correct the inconsistencies. It also supports users in detection of new novel mutation profiles and assignment of new haplotypes. DESCRIPTION: The Canis mtDNA HV1 database (CHD) contains 5567 nucleotide entries originating from 15 subspecies in the species Canis lupus. Of these entries, 3646 were haplotypes and grouped into 804 distinct sequences. 319 sequences were recognized as previously assigned haplotypes, while the remaining 485 sequences had new mutation profiles and were marked as new haplotype candidates awaiting further analysis for haplotype assignment. Of the 3646 nucleotide entries, only 414 were annotated with correct haplotype information, while 3232 had insufficient or lacked haplotype information and were corrected or modified before storing in the CHD. The CHD can be accessed at http://chd.vnbiology.com . It provides sequences, haplotype information, and a web-based tool for mtDNA HV1 haplotyping. The CHD is updated monthly and supplies all data for download. CONCLUSIONS: The Canis mtDNA HV1 database contains information about canine mitochondrial DNA HV1 sequences with reconciled annotation. It serves as a tool for detection of inconsistencies in GenBank and helps identifying new HV1 haplotypes. Thus, it supports the scientific community in naming new HV1 haplotypes and to reconcile existing annotation of HV1 582 bp sequences.


Assuntos
DNA Mitocondrial/genética , Bases de Dados Genéticas , Haplótipos , Internet , Lobos/genética , Animais , Variação Genética , Mitocôndrias/genética , Filogenia
12.
Anal Chem ; 88(11): 5981-7, 2016 06 07.
Artigo em Inglês | MEDLINE | ID: mdl-27167489

RESUMO

To date, a few of DNAzyme-based sensors have been successfully developed in living cells; however, the intracellular aptazyme sensor has remained underdeveloped. Here, the first aptazyme sensor for amplified molecular probing in living cells is developed. A gold nanoparticle (AuNP) is modified with substrate strands hybridized to aptazyme strands. Only the target molecule can activate the aptazyme and then cleave and release the fluorophore-labeled substrate strands from the AuNP, resulting in fluorescence enhancement. The process is repeated so that each copy of target can cleave multiplex fluorophore-labeled substrate strands, amplifying the fluorescence signal. Results show that the detection limit is about 200 nM, which is 2 or 3 orders of magnitude lower than that of the reported aptamer-based adenosine triphosphate (ATP) sensors used in living cells. Furthermore, it is demonstrated that the aptazyme sensor can readily enter living cells and realize intracellular target detection.


Assuntos
Aptâmeros de Nucleotídeos/química , Técnicas Biossensoriais/métodos , Ouro/química , Magnésio/análise , Nanopartículas Metálicas/química , Sondas Moleculares/química , Sobrevivência Celular , Fluorescência , Células HeLa , Humanos
13.
Anal Chem ; 88(11): 5857-64, 2016 06 07.
Artigo em Inglês | MEDLINE | ID: mdl-27142084

RESUMO

Nucleic acid circuits have played important roles in biological engineering and have increasingly attracted researchers' attention. They are primarily based on nucleic acid hybridizations and strand displacement reactions between nucleic acid probes of different lengths. Signal amplification schemes that do not rely on protein enzyme show great potential in analytical applications. While the single amplification circuit often achieves linear amplification that may not meet the need for detection of target in a very small amount, it is very necessary to construct cascade circuits that allow for larger amplification of inputs. Herein, we have successfully engineered powerful amplification cascades of FRET-based two-layer nonenzymatic nucleic acid circuits, in which the outputs of catalyzed hairpin assembly (CHA) activate hybridization chain reactions (HCR) circuits to induce repeated hybridization, allowing real-time monitoring of self-assembly process by FRET signal. The cascades can yield 50000-fold signal amplification with the help of the well-designed and high-quality nucleic acid circuit amplifiers. Subsequently, with coupling of structure-switching aptamer, as low as 200 pM adenosine is detected in buffer, as well as in human serum. To our knowledge, we have for the first time realized real-time monitoring adaptation of HCR to CHA circuits and achieved amplified detection of nucleic acids and small molecules with relatively high sensitivity.


Assuntos
DNA/análise , Transferência Ressonante de Energia de Fluorescência , Hibridização de Ácido Nucleico , DNA/síntese química
14.
J Am Chem Soc ; 137(26): 8340-3, 2015 Jul 08.
Artigo em Inglês | MEDLINE | ID: mdl-26110466

RESUMO

A new class of intracellular nanoprobe, termed fluorescence resonance energy transfer (FRET) nanoflares, was developed to sense mRNA in living cells. It consists of a gold nanoparticle (AuNP), recognition sequences, and flares. Briefly, the AuNP functionalized with recognition sequences hybridized to flares, which are designed as hairpin structures and fluorescently labeled donors and acceptors at two ends, respectively. In the absence of targets, the flares are captured by binding with the recognition sequences, separating of the donor and acceptor, and inducing low FRET efficiency. However, in the presence of targets, the flares are gradually displaced from the recognition sequences by the targets, subsequently forming hairpin structures that bring the donor and acceptor into close proximity and result in high FRET efficiency. Compared to the conventional single-dye nanoflares, the upgraded FRET nanoflares can avoid false positive signals by chemical interferences (such as nuclease and GSH) and thermodynamic fluctuations. Moreover, the signal generation in FRET nanoflares can be easily made with ratiometric measurement, minimizing the effect of system fluctuations.


Assuntos
Transferência Ressonante de Energia de Fluorescência/métodos , Ouro/química , Nanopartículas Metálicas/química , Nanotecnologia/métodos , RNA Mensageiro/análise , Sequência de Bases , DNA/química , Reações Falso-Positivas , Corantes Fluorescentes/química , Glutationa/metabolismo , Células Hep G2 , Humanos , Células MCF-7 , Dados de Sequência Molecular , Hibridização de Ácido Nucleico , Reprodutibilidade dos Testes , Temperatura , Termodinâmica
15.
Anal Chem ; 87(17): 8724-31, 2015 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-26272231

RESUMO

We designed a new ratiometric fluorescent nanoprobe for sensing pH values in living cells. Briefly, the nanoprobe consists of a gold nanoparticle (AuNP), short single-stranded oligonucleotides, and dual-fluorophore-labeled i-motif sequences. The short oligonucleotides are designed to bind with the i-motif sequences and immobilized on the AuNP surface via Au-S bond. At neutral pH, the dual fluorophores are separated, resulting in very low fluorescence resonance energy transfer (FRET) efficiency. At acidic pH, the i-motif strands fold into a quadruplex structure and leave the AuNP, bringing the dual fluorophores into close proximity, resulting in high FRET efficiency, which could be used as a signal for pH sensing. The nanoprobe possesses abilities of cellular transfection, enzymatic protection, fast response and quantitative pH detection. The in vitro and intracellular applications of the nanoprobe were demonstrated, which showed excellent response in the physiological pH range. Furthermore, our experimental results suggested that the nanoprobe showed excellent spatial and temporal resolution in living cells. We think that the ratiometric sensing strategy could potentially be applied to create a variety of new multicolor sensors for intracellular detection.


Assuntos
Corantes Fluorescentes/química , Células HeLa/química , Cloroquina/farmacologia , Dexametasona/farmacologia , Células HeLa/efeitos dos fármacos , Humanos , Concentração de Íons de Hidrogênio , Microscopia Eletrônica de Transmissão
16.
Analyst ; 140(4): 1004-7, 2015 Feb 21.
Artigo em Inglês | MEDLINE | ID: mdl-25562066

RESUMO

Herein we introduce an enzyme-free and amplified colorimetric detection strategy, which is based on gold nanoparticle (AuNP) aggregation through target-catalytic DNA circuits (HCR and CHA).


Assuntos
DNA/análise , Ouro/química , Nanopartículas Metálicas/química , Técnicas Biossensoriais , Colorimetria , Hibridização de Ácido Nucleico
17.
Analyst ; 139(12): 2994-7, 2014 Jun 21.
Artigo em Inglês | MEDLINE | ID: mdl-24807151

RESUMO

Combining the elements of split aptazyme and molecular beacons (MBs contain an adenine ribonucleotide (rA) as the cleavage site), we developed a versatile sensing strategy for amplified detection of the biotarget adenosine.


Assuntos
Adenosina/análise , Enzimas/química , Catálise
18.
ScientificWorldJournal ; 2014: 596850, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24883414

RESUMO

A hybrid algorithm which combines particle swarm optimization (PSO) and iterated local search (ILS) is proposed for solving the hybrid flowshop scheduling (HFS) problem with preventive maintenance (PM) activities. In the proposed algorithm, different crossover operators and mutation operators are investigated. In addition, an efficient multiple insert mutation operator is developed for enhancing the searching ability of the algorithm. Furthermore, an ILS-based local search procedure is embedded in the algorithm to improve the exploitation ability of the proposed algorithm. The detailed experimental parameter for the canonical PSO is tuning. The proposed algorithm is tested on the variation of 77 Carlier and Néron's benchmark problems. Detailed comparisons with the present efficient algorithms, including hGA, ILS, PSO, and IG, verify the efficiency and effectiveness of the proposed algorithm.


Assuntos
Algoritmos , Alocação de Recursos/métodos , Simulação por Computador , Eficiência Organizacional , Modelos Teóricos
19.
Anal Chim Acta ; 1285: 342008, 2024 Jan 02.
Artigo em Inglês | MEDLINE | ID: mdl-38057047

RESUMO

The substrates of oxidase are biologically essential substances that are closely associated with human physiological health. However, current biosensing methods suffer from tough recyclability and undesired denaturation of enzyme due to impurity interference. Herein, we have developed a visual and reusable biosensor for detecting substrate using glucose oxidase (GOx) as a model oxidase. GOx was immobilized onto gold nanoparticles (AuNPs) at -20 °C in one step without additional reagents. The resulting nano-enzyme generated coloimetric signals by coupling with horseradish peroxidase (HRP) using TMB as the substrate. Our results demonstrated that the immobilized GOx exhibited satisfactory sensitivity (0.68 µM) for glucose detection and higher inherent stability than free GOx under harsh conditions, enabling reliable detection of glucose in complex fluids (colored beverages and saliva). Furthermore, the nano-enzyme retained 80 % activity even after four cycles of catalytic oxidation. This strategy constructs a universal biosensor for substrates with nano-enzyme which rely only on intrinsic cysteine within the oxidase while avoiding functional handle modification.


Assuntos
Técnicas Biossensoriais , Nanopartículas Metálicas , Humanos , Oxirredutases , Enzimas Imobilizadas/química , Ouro , Indicadores e Reagentes , Glucose , Glucose Oxidase/química , Técnicas Biossensoriais/métodos
20.
Sci Rep ; 14(1): 8436, 2024 04 10.
Artigo em Inglês | MEDLINE | ID: mdl-38600141

RESUMO

The purpose of this study was to establish an integrated predictive model that combines clinical features, DVH, radiomics, and dosiomics features to predict RIHT in patients receiving tomotherapy for nasopharyngeal carcinoma. Data from 219 patients with nasopharyngeal carcinoma were randomly divided into a training cohort (n = 175) and a test cohort (n = 44) in an 8:2 ratio. RIHT is defined as serum thyroid-stimulating hormone (TSH) greater than 5.6 µU/mL, with or without a decrease in free thyroxine (FT4). Clinical features, 27 DVH features, 107 radiomics features and 107 dosiomics features were extracted for each case and included in the model construction. The least absolute shrinkage and selection operator (LASSO) regression method was used to select the most relevant features. The eXtreme Gradient Boosting (XGBoost) was then employed to train separate models using the selected features from clinical, DVH, radiomics and dosiomics data. Finally, a combined model incorporating all features was developed. The models were evaluated using receiver operating characteristic (ROC) curves and decision curve analysis. In the test cohort, the area under the receiver operating characteristic curve (AUC) for the clinical, DVH, radiomics, dosiomics and combined models were 0.798 (95% confidence interval [CI], 0.656-0.941), 0.673 (0.512-0.834), 0.714 (0.555-0.873), 0.698 (0.530-0.848) and 0.842 (0.724-0.960), respectively. The combined model exhibited higher AUC values compared to other models. The decision curve analysis demonstrated that the combined model had superior clinical utility within the threshold probability range of 1% to 79% when compared to the other models. This study has successfully developed a predictive model that combines multiple features. The performance of the combined model is superior to that of single-feature models, allowing for early prediction of RIHT in patients with nasopharyngeal carcinoma after tomotherapy.


Assuntos
Hipotireoidismo , Neoplasias Nasofaríngeas , Radioterapia de Intensidade Modulada , Humanos , Carcinoma Nasofaríngeo/radioterapia , Radioterapia de Intensidade Modulada/efeitos adversos , Aprendizado de Máquina , Neoplasias Nasofaríngeas/radioterapia , Estudos Retrospectivos
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