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1.
Colloids Surf B Biointerfaces ; 240: 113998, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38823340

RESUMEN

Photoactivated therapy has gradually emerged as a promising and rapid method for combating bacteria, aimed at overcoming the emergence of drug-resistant strains resulting from the inappropriate use of antibiotics and the subsequent health risks. In this work, we report the facile fabrication of Zn3[Fe(CN)6]/g-C3N4 nanocomposites (denoted as ZHF/g-C3N4) through the in-situ loading of zinc hexacyanoferrate nanospheres onto two-dimensional g-C3N4 sheets using a simple metal-organic frameworks construction method. The ZHF/g-C3N4 nanocomposite exhibits enhanced antibacterial activity through the synergistic combination of the excellent photothermal properties of ZHF and the photodynamic capabilities of g-C3N4. Under dual-light irradiation (420 nm + 808 nm NIR), the nanocomposites achieve remarkable bactericidal efficacy, eliminating 99.98% of Escherichia coli and 99.87% of Staphylococcus aureus within 10 minutes. Furthermore, in vivo animal experiments have demonstrated the outstanding capacity of the composite in promoting infected wound healing, achieving a remarkable wound closure rate of 99.22% after a 10-day treatment period. This study emphasizes the potential of the ZHF/g-C3N4 nanocomposite in effective antimicrobial applications, expanding the scope of synergistic photothermal/photodynamic therapy strategies.


Asunto(s)
Antibacterianos , Escherichia coli , Nanocompuestos , Staphylococcus aureus , Cicatrización de Heridas , Nanocompuestos/química , Cicatrización de Heridas/efectos de los fármacos , Staphylococcus aureus/efectos de los fármacos , Escherichia coli/efectos de los fármacos , Antibacterianos/farmacología , Antibacterianos/química , Animales , Fotoquimioterapia , Pruebas de Sensibilidad Microbiana , Ratones , Esterilización/métodos , Ferrocianuros/química , Ferrocianuros/farmacología , Tamaño de la Partícula , Zinc/química , Zinc/farmacología , Terapia Fototérmica , Propiedades de Superficie , Compuestos de Nitrógeno/química , Compuestos de Nitrógeno/farmacología , Grafito
2.
Talanta ; 269: 125484, 2024 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-38043338

RESUMEN

Ethylene is a hormone for fruit ripening control, and for the purpose of maintaining plant quality, ethylene monitoring is crucial. Due to the simple structure and limited functionality, the technical realization of ethylene detection by an artificial sensor remains a challenge. In this paper, we present a metal-organic frameworks (MOFs) array based electronic nose (e-nose) for rapid and accurate determination of ethylene. Six zirconium-based MOFs with systematically modified pore sizes and π-π binding sites have been prepared and fabricated into a sensor array using quartz crystal microbalance (QCM) technology. By virtue of the synergistic features of six MOF sensors, selectivity detection of ethylene has been achieved. The detection limit reaches to 0.27 ± 0.02 ppm, and high selectivity and stability (98.29 % ± 0.88 %) could also be confirmed. By submitting data to machine learning algorithm, an e-nose system could be established for discriminating ethylene from mixtures with a qualitative accuracy of 90.30 % and quantitative accuracy of 98.89 %. Practical evaluation suggests that the e-nose could index the fruit quality based on the accurate detection of ethylene released during fruit ripeness. This work demonstrates the promising potential of fabricating MOFs based e-nose systems for practical monitoring applications by selectively detecting challengeable target molecules.

3.
Angew Chem Int Ed Engl ; 62(50): e202311968, 2023 Dec 11.
Artículo en Inglés | MEDLINE | ID: mdl-37885357

RESUMEN

The large-scale deployment of CO2 electroreduction is hampered by deficient carbon utilization in neutral and alkaline electrolytes due to CO2 loss into (bi)carbonates. Switching to acidic media mitigates carbonation, but suffers from low product selectivity because of hydrogen evolution. Here we report a crown ether decoration strategy on a Cu catalyst to enhance carbon utilization and selectivity of CO2 methanation under acidic conditions. Macrocyclic 18-Crown-6 is found to enrich potassium cations near the Cu electrode surface, simultaneously enhancing the interfacial electric field to stabilize the *CO intermediate and accelerate water dissociation to boost *CO protonation. Remarkably, the mixture of 18-Crown-6 and Cu nanoparticles affords a CH4 Faradaic efficiency of 51.2 % and a single pass carbon efficiency of 43.0 % toward CO2 electroreduction in electrolyte with pH=2. This study provides a facile strategy to promote CH4 selectivity and carbon utilization by modifying Cu catalysts with supramolecules.

4.
J Colloid Interface Sci ; 652(Pt B): 1793-1802, 2023 Dec 15.
Artículo en Inglés | MEDLINE | ID: mdl-37683407

RESUMEN

Planar wearable supercapacitors (PWSCs) have sparked intense interest owing to their hopeful application in smart electronics. However, current PWSCs suffered from poor electrochemical property, weak flexibility and/or large weight. To relieve these defects, in this study, we fabricated a high-performance PWSC using silk protein derived film electrodes (PPy/RSF/MWCNTs-2; RSF, PPy and MWCNTs represent regenerated silk film, polypyrrole and multi-walled carbon nanotubes, respectively, while 2 is the mass ratio of silk to MWCNTs), which were developed by 'dissolving-mixing-evaporating' and in situ polymerization. In three-electrode, PPy/RSF/MWCNTs-2 showed a superb area specific capacitance of 8704.7 mF cm-2 at 5 mA cm-2, which surpassed numerous reported PWSC electrodes, and had a decent durability with a capacitance retention of 90.7 % after 5000 cycles. The PPy/RSF/MWCNTs-2 derived PWSC showed a largest energy density of 281.3 µWh cm-2 at 1660.1 µW cm-2, and a power density as high as 13636.4 µW cm-2 at 125.6 µWh cm-2. Furthermore, impressive capacitive-mechanical stability with a capacitance retention of 92 % under bending angles from 0 to 150 was depicted. Thanks to the rational and affordable preparation, our study for the first time prepared RSF electrode that had great capacitive property, high mechanical flexibility and light weight, simultaneously. The encouraging results can not only open up a new path to manufacture high-performance flexible electrodes, but may also help to realize the high-value-added utilization of silk.


Asunto(s)
Nanotubos de Carbono , Dispositivos Electrónicos Vestibles , Seda , Polímeros , Pirroles , Electrodos
5.
Adv Mater ; 35(26): e2301127, 2023 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-37119501

RESUMEN

The electrochemical reduction of carbon dioxide into multi-carbon products (C2+ ) using renewably generated electricity provides a promising pathway for energy and environmental sustainability. Various oxide-derived copper (OD-Cu) catalysts have been showcased, but still require high overpotential to drive C2+ production owing to sluggish carbon-carbon bond formation and low CO intermediate (*CO) coverage. Here, the dilemma is circumvented by elaborately devising the OD-Cu morphology. First, computational studies propose a hollow and hierarchical OD-Cu microstructure that can generate a core-shell microenvironment to inhibit CO evolution and accelerate *CO dimerization via intermediate confinement and electric field enhancement, thereby boosting C2+ generation. Experimentally, the designed nanoarchitectures are synthesized through a heteroseed-induced approach followed by electrochemical activation. In situ spectroscopic studies further elaborate correlation between *CO dimerization and designed architectures. Remarkably, the hierarchical OD-Cu manifests morphology-dependent selectivity of CO2 reduction, giving a C2+ Faradaic efficiency of 75.6% at a considerably positive potential of -0.55 V versus reversible hydrogen electrode.

6.
Biology (Basel) ; 11(11)2022 Nov 07.
Artículo en Inglés | MEDLINE | ID: mdl-36358329

RESUMEN

Climate change affects ecosystems and human health in multiple dimensions. With the acceleration of climate change, climate-sensitive vector-borne diseases (VBDs) pose an increasing threat to public health. This paper summaries 10 publications on the impacts of climate change on ecosystems and human health; then it synthesizes the other existing literature to more broadly explain how climate change drives the transmission and spread of VBDs through an ecological perspective. We highlight the multi-dimensional nature of climate change, its interaction with other factors, and the impact of the COVID-19 pandemic on transmission and spread of VBDs, specifically including: (1) the generally nonlinear relationship of local climate (temperature, precipitation and wind) and VBD transmission, with temperature especially exhibiting an n-shape relation; (2) the time-lagged effect of regional climate phenomena (the El Niño-Southern Oscillation and North Atlantic Oscillation) on VBD transmission; (3) the u-shaped effect of extreme climate (heat waves, cold waves, floods, and droughts) on VBD spread; (4) how interactions between non-climatic (land use and human mobility) and climatic factors increase VBD transmission and spread; and (5) that the impact of the COVID-19 pandemic on climate change is debatable, and its impact on VBDs remains uncertain. By exploring the influence of climate change and non-climatic factors on VBD transmission and spread, this paper provides scientific understanding and guidance for their effective prevention and control.

7.
J Colloid Interface Sci ; 609: 503-512, 2022 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-34809991

RESUMEN

The exploitation of hybrid supercapacitors with excellent electrochemical properties is of great significance for energy storage systems. Herein, a three-dimensional hierarchical flower-like architecture of nickel phosphide (Ni2P) decorated with nitrogen-doped carbon quantum dots (N-CQDs) and cobalt oxide (Co3O4) is constructed by an effective two-step hydrothermal strategy followed by in situ phosphorization process. Introducing N-CQDs with superior electrochemical characteristics can not only induce the formation of N-CQDs deposited nickel hydroxide (Ni(OH)2) flower-like architecture but also significantly enhance the electrochemical features of Ni(OH)2 nanosheets. After combination with Co3O4 nanoparticles and phosphorization treatment, an advanced cathode of Ni2P/Co3O4/N-CQDs with enriched surface phosphate ions is obtained, which possesses an ultra-high capacity of 1044 C g-1 (2088 F g-1) at 1 A g-1 with a splendid rate capacity of 876 C g-1 (1752 F g-1) at 20 A g-1. Moreover, a device assembled by Ni2P/Co3O4/N-CQDs hierarchical flower-like architecture and p-phenylenediamine functionalized reduced graphene oxide (PPD/rGO) nanosheets depicts a commendable energy density of 53.5 Wh kg-1 at 772.9 W kg-1. This work provides a novel hierarchical multi-component electrode material with decent electrochemical capacities for hybrid supercapacitors, which has a broad prospect in energy storage devices.

8.
Small ; 17(34): e2101080, 2021 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-34263546

RESUMEN

Transition metal oxides (TMOs) are promising anode materials for next-generation lithium-ion batteries (LIBs). Nevertheless, their poor electronic and ionic conductivity as well as huge volume change leads to low capacity release and rapid capacity decay. Herein, a reduced graphene oxide (rGO)-encapsulated TMOs strategy is developed to address the above problems. The Co3 O4 -CoFe2 O4 @rGO composites with rGO sheets-encapsulated Co3 O4 -CoFe2 O4 microcubes are successfully constructed through a simple metal-organic frameworks precursor route, in which Co[Fe(CN)5 NO] microcubes are in situ coated by graphene oxide sheets, followed by a two-step calcination process. As anode material of LIBs, Co3 O4 -CoFe2 O4 @rGO exhibits remarkable reversible capacity (1393 mAh g-1 at 0.2 A g-1 after 300 cycles), outstanding long-term cycling stability (701 mAh g-1 at 2.0 A g-1 after 500 cycles), and excellent rate capability (420 mAh g-1 at 4.0 A g-1 ). The superior lithium storage performance can be attributed to the unique double-buffer structure, in which the outer flexible rGO shells can prevent the structure collapse of the electrode and improve its conductivity, while the hierarchical porous cores of Co3 O4 -CoFe2 O4 microcubes can buffer the volume expansion. This work provides a general and straightforward strategy for the construction of novel rGO-encapsulated bimetal oxides for energy storage and conversion application.

9.
ACS Appl Mater Interfaces ; 13(17): 19825-19835, 2021 May 05.
Artículo en Inglés | MEDLINE | ID: mdl-33881837

RESUMEN

Tumor-associated macrophages (TAMs) of M2 phenotype have mediated the immunosuppression in a tumor microenvironment, facilitating the escape of tumor cells from immunosurveillance. Reprograming the immunosuppressive M2 TAMs to immunostimulatory M1 phenotype can activate the antitumor immune responses for cancer immunotherapy. Herein, hollow iron oxide (Fe3O4) nanoparticles (NPs) were employed to reprogram M2 TAMs toward M1 TAMs, aiming to release proinflammatory cytokines and recruit T cells to kill tumor cells. After loaded with l-arginine (l-Arg) and sealed with poly(acrylic acid) (PAA), hollow Fe3O4 NPs were fabricated into LPFe3O4 NPs, which could release l-Arg based on pH-responsive PAA and produce nitric oxide (NO) with the help of nitric oxide synthase (iNOS) overexpressed by M1 TAMs, as a result of additional tumor elimination for gas therapy. In vitro and in vivo studies demonstrate that LPFe3O4 NPs could effectively reprogram M2 to M1 macrophages, activating T cells, releasing TNF-α, and producing high levels of NO, leading to synergistic tumor therapy.


Asunto(s)
Arginina/administración & dosificación , Gases/química , Inmunoterapia/métodos , Macrófagos/inmunología , Nanopartículas de Magnetita/química , Nanopartículas de Magnetita/uso terapéutico , Neoplasias/tratamiento farmacológico , Microambiente Tumoral , Resinas Acrílicas/química , Animales , Humanos , Macrófagos/enzimología , Macrófagos/metabolismo , Ratones , Neoplasias/inmunología , Neoplasias/patología , Óxido Nítrico/biosíntesis , Óxido Nítrico Sintasa/metabolismo , Factor de Necrosis Tumoral alfa/metabolismo , Ensayos Antitumor por Modelo de Xenoinjerto
10.
PLoS One ; 16(3): e0247980, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33657174

RESUMEN

Japanese encephalitis (JE) is an acute infectious disease caused by the Japanese encephalitis virus (JEV) and is transmitted by mosquitoes. Meteorological conditions are known to play a pivotal role in the spread of JEV. In this study, a zero-inflated generalised additive model and a long short-term memory model were used to assess the relationship between the meteorological factors and population density of Culex tritaeniorhynchus as well as the incidence of JE and to predict the prevalence dynamics of JE, respectively. The incidence of JE in the previous month, the mean air temperature and the average of relative humidity had positive effects on the outbreak risk and intensity. Meanwhile, the density of all mosquito species in livestock sheds (DMSL) only affected the outbreak risk. Moreover, the region-specific prediction model of JE was developed in Chongqing by used the Long Short-Term Memory Neural Network. Our study contributes to a better understanding of the JE dynamics and helps the local government establish precise prevention and control measures.


Asunto(s)
Virus de la Encefalitis Japonesa (Especie)/aislamiento & purificación , Encefalitis Japonesa/epidemiología , Animales , Culex/virología , Encefalitis Japonesa/transmisión , Humanos , Humedad , Conceptos Meteorológicos , Mosquitos Vectores/virología , Prevalencia , Factores de Riesgo , Estaciones del Año , Temperatura
11.
Adv Healthc Mater ; 10(6): e2001666, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-33448152

RESUMEN

Photodynamic therapy (PDT) efficacy has been dramatically limited by the insufficient oxygen (O2 ) level in hypoxic tumors. Although various PDT nanosystems have been designed to deliver or produce O2 in support of reactive oxygen species (ROS) formation, the feature of asynchronous O2 generation and ROS formation still results in the low PDT efficacy. Herein, thylakoid membranes (TM) of chloroplasts is decorated on upconversion nanoparticles (UCNPs) to form UCTM NPs, aiming at realizing spatiotemporally synchronous O2 self-supply and ROS production. Upon 980 nm laser irradiation, UC NPs can emit the red light to activate both photosystem-I and photosystem-II of TM, the Z-scheme electronic structure of which facilitates water to produce O2 and further to singlet oxygen (1 O2 ). UCTM NPs showed excellent biocompatibility, and can effectively remove the hypoxic tumor of mice upon 980 nm laser irradiation. This study develops a new PDT strategy for hypoxic tumor therapy based on photosynthesis.


Asunto(s)
Nanopartículas , Neoplasias , Fotoquimioterapia , Animales , Ratones , Neoplasias/tratamiento farmacológico , Oxígeno , Fármacos Fotosensibilizantes/uso terapéutico , Oxígeno Singlete , Tilacoides
12.
Nanoscale ; 12(45): 23159-23165, 2020 Nov 26.
Artículo en Inglés | MEDLINE | ID: mdl-33200159

RESUMEN

Photothermal therapy (PTT) and chemodynamic therapy (CDT) are promising therapeutic modalities with high specificity, however, a single therapeutic modality cannot maximize therapeutic efficacy. In the present study, glucose oxidase (GOx) was decorated on N-doped carbon (NC) nanoparticles (NPs) as a biomimetic nanoenzyme (NC@GOx NPs), which could promote starvation therapy enhanced PTT and CDT against tumors. GOx could decompose to cut off the supply of energy and nutrients, inducing starvation therapy, which further lowered adenosine triphosphate (ATP) levels, inducing downregulated heat shock proteins and creating a more suitable microenvironment for improving PTT efficacy. Meanwhile, the generated endogenous hydrogen peroxide (H2O2) could be converted into hydroxyl radicals to attack cancer cells. In fact, in vitro and in vivo experiments demonstrated that NC@GOx NPs could effectively kill cancer cells and eliminate tumors. This design provides a strategy for synergistic cancer therapy by using biomimetic nanoenzymes.


Asunto(s)
Nanopartículas , Neoplasias , Biomimética , Glucosa Oxidasa , Humanos , Peróxido de Hidrógeno , Neoplasias/tratamiento farmacológico , Microambiente Tumoral
13.
Dalton Trans ; 49(44): 15682-15692, 2020 Nov 17.
Artículo en Inglés | MEDLINE | ID: mdl-33124630

RESUMEN

The synthesis of competitive, affordable and sustainable electrocatalysts via simple and scalable methods is highly desirable for the oxygen evolution reaction (OER). Usually, expensive, complex, time-consuming methods are applied to prepared suitable electrocatalysts for the OER. In contrast, a single-step thermal method is simple and inexpensive. Nickel and iron-based composite materials are potential candidates as OER catalysts. Accordingly, herein, Se-doped Fe2O3-decorated Ni/NiO particles on carbon cloth (Se-Fe2O3@Ni/NiO/CC) were synthesized via a facile and scalable one-step thermal method. The individual Se-Fe2O3@Ni/NiO particles were accommodated in holes in the carbon fibers of CC. The optimized Se-Fe2O3@Ni/NiO/CC-2 sample exhibited an outstanding OER performance with an overpotential of 205 mV at the current density 10 mA cm-2, small Tafel slope of 36 mV dec-1, and good stability in 1.0 M KOH electrolyte. The outstanding catalytic performance was mainly attributed to the heterointerfaces between Se-Fe2O3 and Se-Ni/NiO. Moreover, the accommodation of the Se-Fe2O3@Ni/NiO particles in the holes of CC restricted the aggregation of the particles, and CC provided a conductive substrate for the OER process. Thus, this work provides a simple, scalable and effective strategy for designing and engineering of outstanding electrocatalysts for the OER.

14.
Small ; 16(21): e1907643, 2020 05.
Artículo en Inglés | MEDLINE | ID: mdl-32187839

RESUMEN

The safety of metal oxide (MOx) nanoparticles (NPs) has been highly concerned because of their wide application and potential toxicological injury. The safe-by-design strategy is usually developed to make safer MOx NPs based on regulation of their physicochemical properties. In the present study, manganese oxide (Mn3 O4 ) NPs, as a representative of insoluble toxic MOx NPs, are doped with a series of transition metal to regulate their conduction band energy (Ec ) out of biological redox potential range (BRPR) or Fermi energy (Ef ) far away from valence band energy (Ev ), aiming at completely eliminating the toxicity or significantly reducing the toxicity. It is found that all these M-doping cannot move Ec of Mn3 O4 NPs out of the BRPR but zinc (Zn)-, copper (Cu)-, and chromium (Cr)-doping do move Ef far away from Ev , where Zn-doping results in the largest |Ef - Ev | value. Various abiotic, in vitro and in vivo assessments reveal that Zn-, Cu-, and Cr-doped Mn3 O4 NPs can generate lower amount of •OH and trigger weaker injury than Mn3 O4 NPs, where Zn-doped Mn3 O4 NPs show the lowest toxicity. Regulating Ef far away from Ev becomes a feasible safe-by-design approach to achieve safe MOx NPs.

15.
J Colloid Interface Sci ; 567: 28-36, 2020 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-32035391

RESUMEN

The development of novel high volumetric capacity electrode materials is crucial to the application of lithium-ion batteries (LIBs) in miniaturized consumer electronics. In this work, a novel tungsten-based octahedron (CoWO4/Co3O4) with unique hierarchical core-shell structure is successfully fabricated by simply calcinating a cyanide-metal framework precursor. Benefitting from the heavy element W, the CoWO4/Co3O4 octahedrons show a high mass density of 5.18 g cm-3. When applied as anode materials for LIBs, the CoWO4/Co3O4 octahedrons exhibit an ultrahigh volumetric capacity (6226 mAh cm-3 after 350 cycles at 0.4 A g-1), superior rate capability (3165 mAh cm-3 at 3.0 A g-1) and outstanding long-term cycling performance (4703 mAh cm-3 at 1.0 A g-1 after 800 cycles). The extraordinary lithium storage performance can be ascribed to the unique hierarchical core-shell structure and the possible synergistic effect between W and Co, which provide more Li+ insertion sites and effectively buffer the volume variation during cycling. This work not only provides an ultrahigh volumetric lithium storage anode, but also gives a simple and general strategy for the synthesis of novel anode materials for high volumetric energy density LIBs.

16.
Adv Mater ; 32(11): e1908109, 2020 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-32022983

RESUMEN

Photodynamic therapy (PDT) efficacy has been severely limited by oxygen (O2 ) deficiency in tumors and the electron-hole separation inefficiency in photosensitizers, especially the long-range diffusion of O2 toward photosensitizers during the PDT process. Herein, novel bismuth sulfide (Bi2 S3 )@bismuth (Bi) Z-scheme heterostructured nanorods (NRs) are designed to realize the spatiotemporally synchronous O2 self-supply and production of reactive oxygen species for hypoxic tumor therapy. Both narrow-bandgap Bi2 S3 and Bi components can be excited by a near-infrared laser to generate abundant electrons and holes. The Z-scheme heterostructure endows Bi2 S3 @Bi NRs with an efficient electron-hole separation ability and potent redox potentials, where the hole on the valence band of Bi2 S3 can react with water to supply O2 for the electron on the conduction band of Bi to produce reactive oxygen species. The Bi2 S3 @Bi NRs overcome the major obstacles of conventional photosensitizers during the PDT process and exhibit a promising phototherapeutic effect, supplying a new strategy for hypoxic tumor elimination.


Asunto(s)
Bismuto/uso terapéutico , Neoplasias/tratamiento farmacológico , Oxígeno/metabolismo , Fármacos Fotosensibilizantes/uso terapéutico , Especies Reactivas de Oxígeno/metabolismo , Sulfuros/uso terapéutico , Animales , Bismuto/química , Línea Celular Tumoral , Ratones , Nanotubos/química , Neoplasias/metabolismo , Fotoquimioterapia , Fármacos Fotosensibilizantes/química , Sulfuros/química , Hipoxia Tumoral/efectos de los fármacos
17.
Artículo en Inglés | MEDLINE | ID: mdl-31936708

RESUMEN

Dengue fever (DF) is one of the most rapidly spreading diseases in the world, and accurate forecasts of dengue in a timely manner might help local government implement effective control measures. To obtain the accurate forecasting of DF cases, it is crucial to model the long-term dependency in time series data, which is difficult for a typical machine learning method. This study aimed to develop a timely accurate forecasting model of dengue based on long short-term memory (LSTM) recurrent neural networks while only considering monthly dengue cases and climate factors. The performance of LSTM models was compared with the other previously published models when predicting DF cases one month into the future. Our results showed that the LSTM model reduced the average the root mean squared error (RMSE) of the predictions by 12.99% to 24.91% and reduced the average RMSE of the predictions in the outbreak period by 15.09% to 26.82% as compared with other candidate models. The LSTM model achieved superior performance in predicting dengue cases as compared with other previously published forecasting models. Moreover, transfer learning (TL) can improve the generalization ability of the model in areas with fewer dengue incidences. The findings provide a more precise forecasting dengue model and could be used for other dengue-like infectious diseases.


Asunto(s)
Aprendizaje Profundo , Dengue/epidemiología , Predicción , Ciudades/epidemiología , Brotes de Enfermedades , Humanos , Incidencia , Redes Neurales de la Computación
18.
Nano Lett ; 19(10): 6800-6811, 2019 10 09.
Artículo en Inglés | MEDLINE | ID: mdl-31466437

RESUMEN

Nitric oxide (NO) molecular messenger can reverse the multidrug resistance (MDR) effect of cancer cells through reducing P-glycoprotein (P-gp) expression, beneficial for creating a favorable microenvironment for the treatment of doxorubicin (Dox)-resistant cancer cells. Development of sophisticated nanosystems to programmably release NO and Dox becomes an efficient strategy to overcome the MDR obstacles and achieve promising therapeutic effects in Dox-resistant cancer. Herein, a NO stimulated nanosystem was designed to engineer a significant time gap between NO and Dox release, promoting MDR cancer therapy. A o-phenylenediamine-containing lipid that can hydrolyze in response to NO was embedded in the phospholipid bilayer structure of liposome to form NO-responsive liposome, which could further encapsulate l-arginine (l-Arg)/Dox-loaded gold@copper sulfide yolk-shell nanoparticls (ADAu@CuS YSNPs) to form ADLAu@CuS YSNPs. Under 808 nm laser irradiation, the unique resonant energy transfer (RET) process and reactive oxygen species (ROS) generation in the confined space of ADLAu@CuS YSNPs could effectively convert l-Arg into NO, regionally destabilizing the phospholipid bilayer structure, as a result of NO release. However, at this early stage Dox could not be released from YSNPs due to the molecular scaffold limit. As the NO release progressed, the NO-responsive liposome layer was deteriorated more severely, allowing Dox to escape. This NO and Dox sequential release of ADLAu@CuS YSNPs could significantly inhibit P-gp expression and enhance Dox accumulation in Dox-resistant MCF-7/ADR cells, leading to promising in vitro and in vivo therapeutic effects and presenting their great potential for MDR cancer therapy.


Asunto(s)
Antineoplásicos/administración & dosificación , Neoplasias de la Mama/tratamiento farmacológico , Preparaciones de Acción Retardada/metabolismo , Doxorrubicina/administración & dosificación , Óxido Nítrico/metabolismo , Antineoplásicos/farmacocinética , Antineoplásicos/farmacología , Neoplasias de la Mama/metabolismo , Línea Celular Tumoral , Doxorrubicina/farmacocinética , Doxorrubicina/farmacología , Liberación de Fármacos , Resistencia a Múltiples Medicamentos , Resistencia a Antineoplásicos , Femenino , Humanos , Liposomas/metabolismo , Células MCF-7 , Nanopartículas/metabolismo
19.
ACS Appl Mater Interfaces ; 11(37): 33725-33733, 2019 Sep 18.
Artículo en Inglés | MEDLINE | ID: mdl-31449386

RESUMEN

Wound healing is a dynamic, interactive, and complex process, including multiple stages. Although various nanomaterials are applied to accelerate the wound healing process through exhibiting antibacterial activity or promoting cell proliferation, only a single stage is promoted during the process, lowering healing efficacy. It is necessary to develop programmable nanosystems for promoting multiple wound healing stages in sequence. Herein, arginine-loaded and detachable ceria-graphene nanocomposites (ACG NCs) were designed to achieve this purpose. Ceria NPs and graphene were linked by base-cleavable N-hydroxysuccinimide ester. At inflammation stage, ACG NCs could effectively generate reactive oxygen species (ROS) and kill bacteria under white light irradiation due to their efficient electron-hole separation between ceria NPs and graphene. At proliferation stage, ceria NPs could be detached from ACG NCs and taken up by cells to scarify intracellular ROS and promote cell proliferation, while the separated graphene could act as a scaffold to promote fibroblast migration to wound site. A series of in vitro and in vivo assessments demonstrated that ACG NCs could effectively accelerate wound healing process.


Asunto(s)
Proliferación Celular/efectos de los fármacos , Cerio , Fibroblastos/metabolismo , Nanocompuestos , Nanopartículas , Cicatrización de Heridas/efectos de los fármacos , Células 3T3 , Animales , Arginina/química , Arginina/farmacología , Cerio/química , Cerio/farmacología , Fibroblastos/patología , Grafito/química , Grafito/farmacología , Ratones , Nanocompuestos/química , Nanocompuestos/uso terapéutico , Nanopartículas/química , Nanopartículas/uso terapéutico , Células RAW 264.7 , Especies Reactivas de Oxígeno/metabolismo
20.
Biomaterials ; 217: 119327, 2019 10.
Artículo en Inglés | MEDLINE | ID: mdl-31299626

RESUMEN

Photochemotherapy is currently an effective anticancer therapy. Recently, it has been reported that cancer cells pretreated with epidermal growth factor receptor (EGFR) inhibitor erlotinib (Erl) can significantly synergize its apoptosis against the DNA damaging agent doxorubicin (Dox). As a result, we designed two gold nanocages (Au NCs) microcontainers covered with different smart polymer shell-PAA (pH responsive) and p (NIPAM-co-AM) (temperature responsive) containing Erl and Dox respectively. The acidic tumor microenvironment and NIR light irradiation can selectively activate the release of Erl and Dox. Time staggered release of Erl and Dox and photothermal therapy enhance the apoptotic signaling pathways, resulting in improved tumor cell killing in both MCF-7 (low EGFR expression) and A431 (very high EGFR expression) tumor cells, but more efficient in the latter. The photochemotherapy strategy controls the order and duration of drug exposure precisely in spatial and temporal, and significantly improves the therapeutic efficacy against high EGFR expressed tumors.


Asunto(s)
Doxorrubicina/farmacología , Sistemas de Liberación de Medicamentos , Clorhidrato de Erlotinib/farmacología , Oro/química , Hipertermia Inducida , Nanopartículas del Metal/química , Fototerapia , Polímeros/química , Animales , Antineoplásicos/farmacología , Apoptosis/efectos de los fármacos , Muerte Celular/efectos de los fármacos , Liberación de Fármacos , Endocitosis/efectos de los fármacos , Receptores ErbB/metabolismo , Femenino , Humanos , Concentración de Iones de Hidrógeno , Rayos Infrarrojos , Células MCF-7 , Nanopartículas del Metal/ultraestructura , Ratones Endogámicos BALB C , Ratones Desnudos , Temperatura , Factores de Tiempo
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