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1.
J Digit Imaging ; 36(1): 73-79, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36109403

RESUMO

Digital dental X-ray images are an important basis for diagnosing dental diseases, especially endodontic and periodontal diseases. Conventional diagnostic methods depend on the experience of doctors, so they are highly subjective and consume more energy than other approaches. The current computer-aided interpretation technology has low accuracy and poor lesion classification. This study proposes an efficient and accurate method for identifying common lesions in digital dental X-ray images by a convolutional neural network (CNN). In total, 188 digital dental X-ray images that were previously diagnosed as periapical periodontitis, dental caries, periapical cysts, and other common dental diseases by dentists in Qilu Hospital of Shandong University were collected and augmented. The images and labels were inputted into four CNN models for training, including visual geometry group (VGG)-16, InceptionV3, residual network (ResNet)-50, and densely connected convolutional networks (DenseNet)-121. The average classification accuracy of the four trained network models on the test set was 95.9%, while the classification accuracy of the trained DenseNet-121 network model reached 99.5%. It is demonstrated that the use of CNNs to interpret digital dental X-ray images is an efficient and accurate way to conduct auxiliary diagnoses of dental diseases.


Assuntos
Cárie Dentária , Médicos , Humanos , Redes Neurais de Computação , Raios X
2.
Small ; 18(23): e2200634, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35435324

RESUMO

The development of hydrogen sensors is of paramount importance for timely leak detection and remains a crucial unmet need. Palladium-based materials, well known as hydrogen sensors, still suffer from poisoning and deactivation. Here, a hybrid hydrogen sensor consisting of a Pd nanocluster (NC) film, a metal-organic framework (MOF), and a polymer, are proposed. The polymer coating, as a protection layer, endows the sensor with excellent H2 selectivity and CO-poisoning resistance. The MOF serves as an interface layer between the Pd NC film and the polymer layer, which alters the nature of the interaction with hydrogen and leads to significant sensing performance improvements, owing to the interfacial electronic coupling between Pd NCs and the MOF. The strategy overcomes the shortcomings of retarded response speed and degraded sensitivity induced by the polymer coating of a Pd NC film-polymer hybrid system. This is the first exhibition of a hydrogen-sensing enhancement mechanism achieved by engineering the electronic coupling between Pd and a MOF. The work establishes a deep understanding of the hydrogen-sensing enhancement mechanism at the nanoscale and provides a feasible strategy to engineer next-generation gas-sensing nanodevices with superior sensing figures of merit via hybrid material systems.


Assuntos
Estruturas Metalorgânicas , Nanoestruturas , Hidrogênio , Paládio , Polímeros
3.
J Nanobiotechnology ; 20(1): 311, 2022 Jul 06.
Artigo em Inglês | MEDLINE | ID: mdl-35794602

RESUMO

The development of optical organic nanoparticles (NPs) is desirable and widely studied. However, most organic dyes are water-insoluble such that the derivatization and modification of these dyes are difficult. Herein, we demonstrated a simple platform for the fabrication of organic NPs designed with emissive properties by loading ten different organic dyes (molar masses of 479.1-1081.7 g/mol) into water-soluble polymer nanosponges composed of poly(styrene-alt-maleic acid) (PSMA). The result showed a substantial improvement over the loading of commercial dyes (3.7-50% loading) while preventing their spontaneous aggregation in aqueous solutions. This packaging strategy includes our newly synthesized organic dyes (> 85% loading) designed for OPVs (242), DSSCs (YI-1, YI-3, YI-8), and OLEDs (ADF-1-3, and DTDPTID) applications. These low-cytotoxicity organic NPs exhibited tunable fluorescence from visible to near-infrared (NIR) emission for cellular imaging and biological tracking in vivo. Moreover, PSMA NPs loaded with designed NIR-dyes were fabricated, and photodynamic therapy with these dye-loaded PSMA NPs for the photolysis of cancer cells was achieved when coupled with 808 nm laser excitation. Indeed, our work demonstrates a facile approach for increasing the biocompatibility and stability of organic dyes by loading them into water-soluble polymer-based carriers, providing a new perspective of organic optoelectronic materials in biomedical theranostic applications.


Assuntos
Nanopartículas , Fotoquimioterapia , Corantes , Polímeros , Água
4.
Drug Dev Ind Pharm ; 48(6): 255-264, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-36026436

RESUMO

Local analgesia is one of the most desirable methods for postoperative pain control, while the existing local anesthetics have a short duration of analgesic effect. Nano-drug carriers have been widely used in various fields and provide an excellent strategy for traditional drugs. Although the existing liposomes for local anesthetics have certain advantages, their instability and complexity of the preparation process still cannot be ignored. Here, we developed novel ropivacaine hydrochloride liposomes with improved stability and sustained release performance by combining ropivacaine hydrochloride with sodium oleate in liposomes via hydrophobic ion-pairing (HIP). The liposomes are easy to prepare, inexpensive, and suitable for mass production. The infrared (IR), particle size, and Zeta potential measurements adequately characterized the complex, which showed a diameter of 81.09 nm and a zeta potential of -83.3 mV. Animal behavioral experiments, including the hot plate test and von Frey fiber test, demonstrated that the liposome system had a prolonged analgesic effect of 2 h versus conventional liposome preparations, consistent with the results of in vitro release experiments. In addition, in vitro cytotoxicity evaluations in RAW264.7 cells and in vivo evaluations revealed the biocompatibility and safety of the ropivacaine-sodium oleate ion-paired liposome (Rop-Ole-Lipo) system as a suitable local anesthetic for local pain management. Our findings provide a new idea for the preparation of local anesthetics.


Assuntos
Anestésicos Locais , Lipossomos , Analgésicos , Anestésicos Locais/química , Animais , Manejo da Dor , Ropivacaina/química
5.
Sichuan Da Xue Xue Bao Yi Xue Ban ; 52(5): 855-858, 2021 Sep.
Artigo em Zh | MEDLINE | ID: mdl-34622605

RESUMO

OBJECTIVE: To investigate the clinical features of pediatric patients who had plastic bronchitis (PB) and to explore the risk factors for respiratory support in the pediatric patients with PB in order to improve the ability to identify PB in children. METHODS: The basic information and clinical manifestations of 86 children diagnosed with PB at West China Second University Hospital of Sichuan University from March 2014 to December 2019 were collected and analyzed retrospectively. The patients were divided into the respiratory support (RS) group and non-respiratory support (NRS) group as per their need for respiratory support. Logistic regression was conducted to analyze the risk factors for respiratory support in PB patients. RESULTS: A total of 86 children with PB were included in the study, including 62 (72.1%) who were over 3 years old. 57 patients (66.3%) had complications. 56 patients were given respiratory support after admission. All the 86 children had a history of fever and cough, and 76 (88.4%) experienced fever peaks≥39.5°C. Chest imaging showed large lung consolidation or atelectasis in 82 cases (95.3%) and pleural effusion in 63 cases (73.3%). 70 cases (81.4%) were tested positive for pathogens, with the highest infection rate of 68.6% for mycoplasma pneumoniae. There were 30 patients (34.9%) in the NRS group and 56 patients (65.1%) in the RS group. Logistic regression analysis showed that patient being younger than 3 years old ( OR=4.99) and having complications ( OR=7.22) were independent risk factors for respiratory support in children with PB (all P<0.05). CONCLUSIONS: Clinically, severe clinical symptoms combined with other systemic complications, large lung consolidation or atelectasis, pleural effusion, and positive lab results for mycoplasma pneumoniae should be an alert indicating the possibility of having PB. Young age and complications were independent risk factors for respiratory support in PB patients.


Assuntos
Bronquite , Derrame Pleural , Bronquite/epidemiologia , Criança , Pré-Escolar , Humanos , Mycoplasma pneumoniae , Plásticos , Estudos Retrospectivos
6.
Mol Pharm ; 17(2): 499-506, 2020 02 03.
Artigo em Inglês | MEDLINE | ID: mdl-31825633

RESUMO

Nitrogen mustard (NM) is among the earliest drugs used to treat malignant tumors and it kills tumor cells by cross-linking DNA. Unfortunately, because of the short half-life and unfavorable selectivity, NM causes significant damage to normal tissues. As NM can increase the levels of reactive oxygen species (ROS) in tumor cells, a ROS-activated nitrogen mustard prodrug (NM-Pro) was synthesized and mixed with NM at a specific ratio to obtain an "NM-ROS-NM-Pro-NM" positive feedback system, which ultimately achieves a specific lethal effect on hematological neoplasms. The further encapsulation of NM/NM-Pro in liposomes allows the sustained release of the drug and prolongs the residence time in vivo. Here, we prepared stable liposomes with a uniform particle size of 170.6 ± 2.2 nm. The optimal ratio of NM to NM-Pro in this study was 2:1. The active drug NM in the NM/NM-Pro system continuously stimulated ROS production by the cells, which in turn further activated the NM-Pro to continuously generate NM. The positive feedback pathway between the NM and NM-Pro resulted in the specific death of tumor cells. Furthermore, the K562 hematological neoplasm model was utilized to evaluate the therapeutic effect of NM/NM-Pro liposomes in vivo. After encapsulation in liposomes, the targeting of tumor cells was increased approximately two times compared with that of normal cells, and NM/NM-Pro liposomes exhibited reduced toxicity, without an increase in drug activity compared to the NM/NM-Pro combination. The NM/NM-Pro delivery system exerts a positive feedback effect on ROS production in tumor cells and displays good potential for the specific killing of hematoma cells.


Assuntos
Antineoplásicos Alquilantes/administração & dosagem , Composição de Medicamentos/métodos , Sistemas de Liberação de Medicamentos/métodos , Retroalimentação Fisiológica , Neoplasias Hematológicas/tratamento farmacológico , Mecloretamina/administração & dosagem , Pró-Fármacos/administração & dosagem , Espécies Reativas de Oxigênio/metabolismo , Animais , Antineoplásicos Alquilantes/farmacocinética , Sobrevivência Celular/efeitos dos fármacos , Modelos Animais de Doenças , Liberação Controlada de Fármacos , Feminino , Humanos , Células K562 , Lipossomos , Mecloretamina/farmacocinética , Camundongos , Tamanho da Partícula , Pró-Fármacos/farmacocinética , Ratos , Ratos Sprague-Dawley , Resultado do Tratamento
7.
Mol Pharm ; 16(7): 2966-2979, 2019 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-31095914

RESUMO

Doxorubicin (DOX) is a first-line chemo drug for cancer therapy, yet it fails to treat multi-drug-resistant tumors. Hypoxia is a major causative factor leading to chemotherapy failure. Particularly, hypoxia up-regulates its responsive transcription factor-hypoxia-inducible factors (HIF)-to induce the overexpression of drug resistant genes. Metformin (MET) is recently found to cooperate with DOX against multiple tumors. As a mitochondrial inhibitor, MET could suppress tumor oxygen consumption, and thereby modulate the hypoxic tumor microenvironment. In this study, we used cationic liposomes to codeliver both DOX and MET for treating multi-drug-resistant breast cancer cells-MCF7/ADR. Faster release of MET enhanced the cytotoxicity of DOX through attenuating hypoxic stress both in vivo and in vitro. MET diminished the cellular oxygen consumption and inhibited HIF1α and P-glycoprotein (Pgp) expression in vitro. In addition, the dual-drug-loaded liposomes increased tumor targeting and intratumoral blood oxygen saturation, which suggested that the tumor reoxygenation effect of MET facilitated the exertion of its synergistic activity with DOX against MCF7/ADR xenografts. In general, our study represents a feasible strategy to boost the therapeutic effect in treating multi-drug-resistant cancer by improving the hypoxic tumor microenvironment.


Assuntos
Adenocarcinoma/tratamento farmacológico , Neoplasias da Mama/tratamento farmacológico , Hipóxia Celular/efeitos dos fármacos , Doxorrubicina/uso terapêutico , Sistemas de Liberação de Medicamentos/métodos , Resistência a Múltiplos Medicamentos/efeitos dos fármacos , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Metformina/uso terapêutico , Microambiente Tumoral/efeitos dos fármacos , Animais , Doxorrubicina/administração & dosagem , Doxorrubicina/efeitos adversos , Doxorrubicina/metabolismo , Composição de Medicamentos/métodos , Liberação Controlada de Fármacos , Sinergismo Farmacológico , Feminino , Humanos , Lipossomos/química , Células MCF-7 , Metformina/administração & dosagem , Metformina/metabolismo , Camundongos , Camundongos Nus , Distribuição Tecidual , Carga Tumoral/efeitos dos fármacos , Ensaios Antitumorais Modelo de Xenoenxerto
8.
Analyst ; 144(23): 7064-7070, 2019 Nov 18.
Artigo em Inglês | MEDLINE | ID: mdl-31660545

RESUMO

In this study, co-functionalization with phosphate and carboxylate on polydiacetylene (PDA) was proposed to detect calcium ions in serum, inspired by biologically abundant phosphate-calcium ion and carboxylate-calcium ion binding. The cooperative interaction of calcium ions with phosphate and carboxylate in PDA induced the change of electronic properties in the backbone without aggregation of liposomes, accompanied by blue-to-purple color transition. The cooperative effect through the introduction of mixed ligands facilitated the selective detection of calcium ions over magnesium ions, which was a source of major interference in many calcium ion probes, and in the presence of major serum metal ions. The sensor system exhibited highly sensitive detection of calcium ions with an estimated limit of detection of 0.97 µM. In addition, the detection method was employed to determine the concentration of calcium ions in various serums.


Assuntos
Cálcio/sangue , Ácidos Graxos Insaturados/química , Organofosfatos/química , Polímero Poliacetilênico/química , Animais , Bovinos , Colorimetria/métodos , Equidae , Ácidos Graxos Insaturados/síntese química , Cavalos , Limite de Detecção , Lipossomos/síntese química , Lipossomos/química , Camundongos , Organofosfatos/síntese química , Polímero Poliacetilênico/síntese química , Ratos
9.
Drug Dev Ind Pharm ; 45(9): 1556-1564, 2019 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-31271317

RESUMO

Objective: This study was aimed to develop DOX-TPP loaded acetal-PEG-PCCL micelles to improve the clinical efficacy of drug resistance tumor. Significance: Chemotherapy is one of the main treatments for breast cancer but is plagued by multidrug resistance (MDR). DOX-TPP-loaded micelles can enhance the specific concentration of drugs in the tumor and improve the efficacy and overcome MDR. Methods: In this study, DOX-TPP-loaded micelles based on acetal-PEG-PCCL were prepared and their physicochemical properties were characterized. The cellular uptake and ability to induce apoptosis of the micelles was confirmed by flow cytometry in MCF-7/ADR cells. In addition, cytotoxicity of the micelles was studied in MCF-7 cells and MCF-7/ADR cells. Confocal is used to study the subcellular distribution of DOX. Free DOX-TPP or DOX-TPP-loaded acetal-PEG-PCCL micelles were administered via intravenous injection in the tail vain for the biodistribution study in vivo. Results: The diameter of micelles was about 102.4 nm and their drug-loading efficiency is 61.8%. The structural characterization was confirmed by 1H NMR. The micelles exhibited better antitumor efficacy compared to free doxorubicin in MCF-7/ADR cells by MTT assay. The apoptotic rate and the cellular uptake of micelles were significantly higher than free DOX and DOX-TPP. Micelles can efficiently deliver mitochondria-targeting DOX-TPP to tumor cells. The result of bio-distribution showed that the micelles had stronger tumor infiltration ability than free drugs. Conclusions: In this study, mitochondriotropic DOX-TPP was conjugated to the nanocarrier acetal-PEG-PCCL via ionic interaction to form a polymer, which spontaneously formed spherical micelles. The cytotoxicity and cellular uptake of the micelles are superior to free DOX and exhibit mitochondrial targeting and passive tumor targeting, indicating that they have potential prospects.


Assuntos
Antineoplásicos/administração & dosagem , Neoplasias da Mama/tratamento farmacológico , Doxorrubicina/administração & dosagem , Nanoconjugados/química , Compostos Organofosforados/administração & dosagem , Acetais/química , Animais , Antineoplásicos/química , Antineoplásicos/farmacocinética , Apoptose/efeitos dos fármacos , Neoplasias da Mama/patologia , Doxorrubicina/análogos & derivados , Doxorrubicina/farmacocinética , Composição de Medicamentos , Resistência a Múltiplos Medicamentos , Resistencia a Medicamentos Antineoplásicos , Ensaios de Seleção de Medicamentos Antitumorais , Feminino , Humanos , Células MCF-7 , Micelas , Mitocôndrias/efeitos dos fármacos , Mitocôndrias/patologia , Compostos Organofosforados/química , Compostos Organofosforados/farmacocinética , Poliésteres/química , Polietilenoglicóis/química , Distribuição Tecidual
10.
Arch Virol ; 163(9): 2459-2463, 2018 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-29767300

RESUMO

Enterovirus 71 (EV71) is one of the most common pathogens of hand, foot, and mouth disease (HFMD). A rapid reverse transcription recombinase polymerase amplification (RT-RPA) assay was established to detect EV71 subgenotype C4 (EV71-C4). The 95% detection limit of the RT-RPA was 3.767 log10 genomic copies (LGC)/reaction. The specificity was 100%. In a clinical sample evaluation, this approach demonstrated sufficient clinical performance when compared with a commercial RT-qPCR diagnostic kit. Thus, the RT-RPA assay may be a promising alternative for the detection of EV71-C4.


Assuntos
Enterovirus Humano A/isolamento & purificação , Doença de Mão, Pé e Boca/virologia , Técnicas de Amplificação de Ácido Nucleico/métodos , Enterovirus Humano A/classificação , Enterovirus Humano A/genética , Doença de Mão, Pé e Boca/diagnóstico , Humanos , Limite de Detecção , Recombinases/química , Transcrição Reversa
11.
Proc Natl Acad Sci U S A ; 112(50): 15426-31, 2015 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-26621717

RESUMO

In this study, we present a method for assembling biofunctionalized paper into a multiform structured scaffold system for reliable tissue regeneration using an origami-based approach. The surface of a paper was conformally modified with a poly(styrene-co-maleic anhydride) layer via initiated chemical vapor deposition followed by the immobilization of poly-l-lysine (PLL) and deposition of Ca(2+). This procedure ensures the formation of alginate hydrogel on the paper due to Ca(2+) diffusion. Furthermore, strong adhesion of the alginate hydrogel on the paper onto the paper substrate was achieved due to an electrostatic interaction between the alginate and PLL. The developed scaffold system was versatile and allowed area-selective cell seeding. Also, the hydrogel-laden paper could be folded freely into 3D tissue-like structures using a simple origami-based method. The cylindrically constructed paper scaffold system with chondrocytes was applied into a three-ring defect trachea in rabbits. The transplanted engineered tissues replaced the native trachea without stenosis after 4 wks. As for the custom-built scaffold system, the hydrogel-laden paper system will provide a robust and facile method for the formation of tissues mimicking native tissue constructs.


Assuntos
Hidrogel de Polietilenoglicol-Dimetacrilato/farmacologia , Papel , Engenharia Tecidual/métodos , Alicerces Teciduais/química , Alginatos/química , Animais , Cartilagem/efeitos dos fármacos , Cartilagem/fisiologia , Condrócitos/citologia , Condrócitos/efeitos dos fármacos , Condrócitos/transplante , Força Compressiva , Ácido Glucurônico/química , Células HeLa , Ácidos Hexurônicos/química , Humanos , Maleatos/química , Camundongos Endogâmicos BALB C , Camundongos Nus , Microscopia Eletrônica de Varredura , Peso Molecular , Neovascularização Fisiológica/efeitos dos fármacos , Poliestirenos/química , Coelhos , Espectrometria por Raios X , Traqueia/efeitos dos fármacos , Traqueia/fisiologia
12.
Hum Mol Genet ; 23(14): 3792-800, 2014 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-24565867

RESUMO

Blepharophimosis, ptosis, epicanthus inversus syndrome (BPES) is an autosomal dominant genetic disorder characterized by small palpebral fissures and other craniofacial malformations, often with (type I) but could also without (type II) premature ovarian failure. While mutations of the forkhead transcription factor FOXL2 are associated with and likely be responsible for many BPES cases, how FOXL2 affects craniofacial development remain to be understood. Through a large-scale piggyBac (PB) insertion mutagenesis, we have identified a mouse mutant carrying a PB insertion ∼160 kb upstream of the transcription start site (TSS) of Foxl2. The insertion reduces, but not eliminates, the expression of Foxl2. This mutant, but not its revertant, displays BPES-like conditions such as midface hypoplasia, eyelid abnormalities and female subfertility. Further analysis indicates that the mutation does not affect mandible, but causes premature fusion of the premaxilla-maxilla suture, smaller premaxilla and malformed maxilla during midface development. We further identified an evolutionarily conserved fragment near the insertion site and observed enhancer activity of this element in tissue culture cells. Analyses using DNase I hypersensitivity assay and chromosome conformation capture assay in developing maxillary and periocular tissues suggest that the DNA region near the insertion site likely interacts with Foxl2 TSS. Therefore, this mutant presents an excellent animal model for mechanistic study of BPES and regulation of Foxl2.


Assuntos
Blefarofimose/patologia , Elementos de DNA Transponíveis , Fatores de Transcrição Forkhead/genética , Fatores de Transcrição Forkhead/metabolismo , Anormalidades da Pele/patologia , Animais , Blefarofimose/genética , Modelos Animais de Doenças , Proteína Forkhead Box L2 , Humanos , Maxila/crescimento & desenvolvimento , Maxila/patologia , Camundongos , Mutagênese Insercional , Anormalidades da Pele/genética , Anormalidades Urogenitais
13.
Nanomedicine ; 12(2): 421-30, 2016 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-26711963

RESUMO

α-Mangostin (α-M) is a polyphenolic xanthone that protects and improves the survival of cerebral cortical neurons against Aß oligomer-induced toxicity in rats. α-M is a potential candidate as a treatment for Alzheimer's disease (AD). However, the efficacy was limited by the poor penetration of the drug through the blood-brain barrier (BBB). In this study, we modified the α-M liposome with transferrin (Tf) and investigated the intracellular distribution of liposomes in bEnd3 cells. In addition, the transport of α-M across the BBB in the Tf(α-M) liposome group was examined. In vitro studies demonstrated that the Tf(α-M) liposome could cross the BBB in the form of an integrated liposome. Results of the in vivo studies on the α-M distribution in the brain demonstrated that the Tf(α-M) liposome improved the brain delivery of α-M. These results indicated that the Tf liposome is a potential carrier of α-M against AD. FROM THE CLINICAL EDITOR: The use of α-Mangostin (α-M) as a potential agent to treat Alzheimer's disease (AD) has been reported. However, its use is limited by the poor penetration through the blood brain barrier. The delivery of this agent by transferrin-modified liposomes was investigated by the authors in this study. The positive results could point to a better drug delivery system for brain targeting.


Assuntos
Barreira Hematoencefálica/metabolismo , Lipossomos/metabolismo , Fármacos Neuroprotetores/administração & dosagem , Fármacos Neuroprotetores/farmacocinética , Transferrina/metabolismo , Xantonas/administração & dosagem , Xantonas/farmacocinética , Doença de Alzheimer/tratamento farmacológico , Animais , Encéfalo/metabolismo , Linhagem Celular , Sistemas de Liberação de Medicamentos , Garcinia mangostana/química , Camundongos , Fármacos Neuroprotetores/química , Ratos Sprague-Dawley , Xantonas/química
14.
J Stomatol Oral Maxillofac Surg ; : 101946, 2024 Jun 09.
Artigo em Inglês | MEDLINE | ID: mdl-38857691

RESUMO

PURPOSE: This study aims to develop a deep learning framework for the automatic detection of the position relationship between the mandibular third molar (M3) and the mandibular canal (MC) on panoramic radiographs (PRs), to assist doctors in assessing and planning appropriate surgical interventions. METHODS: Datasets D1 and D2 were obtained by collecting 253 PRs from a hospitals and 197 PRs from online platforms. The RPIFormer model proposed in this study was trained and validated on D1 to create a segmentation model. The CycleGAN model was trained and validated on both D1 and D2 to develop an image enhancement model. Ultimately, the segmentation and enhancement models were integrated with an object detection model to create a fully automated framework for M3 and MC detection in PRs. Experimental evaluation included calculating Dice coefficient, IoU, Recall, and Precision during the process. RESULTS: The RPIFormer model proposed in this study achieved an average Dice coefficient of 92.56 % for segmenting M3 and MC, representing a 3.06 % improvement over the previous best study. The deep learning framework developed in this research enables automatic detection of M3 and MC in PRs without manual cropping, demonstrating superior detection accuracy and generalization capability. CONCLUSION: The framework developed in this study can be applied to PRs captured in different hospitals without the need for model fine-tuning. This feature is significant for aiding doctors in accurately assessing the spatial relationship between M3 and MC, thereby determining the optimal treatment plan to ensure patients' oral health and surgical safety.

15.
Int J Biol Macromol ; 235: 123688, 2023 Apr 30.
Artigo em Inglês | MEDLINE | ID: mdl-36801284

RESUMO

To comprehend the biosynthesis processes of conifers, it is essential to investigate the disparity between the cell wall shape and the interior chemical structures of polymers throughout the development of Chinese pine. In this study, branches of mature Chinese pine were separated according to their growth time (2, 4, 6, 8 and 10 years). The variation of cell wall morphology and lignin distribution was comprehensively monitored by scanning electron microscopy (SEM) and confocal Raman microscopy (CRM), respectively. Moreover, the chemical structures of lignin and alkali-extracted hemicelluloses were extensively characterized by nuclear magnetic resonance (NMR) and gel permeation chromatography (GPC). The thickness of latewood cell walls increased steadily from 1.29 µm to 3.38 µm, and the structure of the cell wall components became more complicated as the growth time increased. Based on the structural analysis, it was found that the content of ß-O-4 (39.88-45.44/100 Ar), ß-ß (3.20-10.02/100 Ar) and ß-5 (8.09-15.35/100 Ar) linkages as well as the degree of polymerization of lignin increased with the growth time. The complication propensity increased significantly over 6 years before slowing to a trickle over 8 and 10 years. Furthermore, alkali-extracted hemicelluloses of Chinese pine mainly consist of galactoglucomannans and arabinoglucuronxylan, in which the relative content of galactoglucomannans increased with the growth of the pine, especially from 6 to 10 years.


Assuntos
Parede Celular , Lignina , Pinus , Polissacarídeos , Lignina/química , Pinus/química , Pinus/crescimento & desenvolvimento , Polissacarídeos/química , Parede Celular/química , Parede Celular/metabolismo
16.
Int J Biol Macromol ; 227: 146-157, 2023 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-36529218

RESUMO

As a green sustainable material, lignin-derived porous carbon (LPC) exhibits great application potential when used as the anode material in lithium-ion batteries (LIBs), but the applications are limited by the heterogeneity of the lignin precursor. Therefore, it is crucial to reveal the relationship among lignin properties, porous carbon structure and the kinetics of lithium-ion storage. Herein, LPCs from fractionated lignin have been prepared by an eco-friendly and recyclable activator. The structure of the LPCs was regulated by adjusting the molecular weight, linkage abundance and glass transition temperature (Tg) of lignin macromolecules. As the anode material of LIBs, the prepared 3D flower-like LPCE70 could achieve a reversible capacity of 528 mAh g-1 at a current density of 0.2 A g-1 after 200 cycles, 63 % higher than that of commercial graphite. Furthermore, kinetic calculations of lithium-ion storage behavior of LPCs were firstly used to confirm the contribution ratio of diffusion-controlled behavior and capacitive effect. Lignin with a high linkage abundance could yield LPCE70 with the largest interlayer spacing and specific surface area to maximize lithium-ion storage from both diffusion-controlled and capacitive contributions of specific capacities. This work provides a green, facile and effective pathway for value-added utilization of lignin in LIBs.


Assuntos
Lignina , Lítio , Cinética , Carbono , Eletrodos , Íons
17.
Chemosphere ; 308(Pt 3): 136520, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36152832

RESUMO

Pre-ozonation is an effective pretreatment tactic for mitigating fouling of ultrafiltration (UF) membrane in water and wastewater treatment, but the compatibility of polymeric UF membranes with residual ozone remains unclear. In this study, effects of long-term ozone exposure on properties and performance of polyvinylidene fluoride (PVDF) UF membrane reinforced by polyethylene terephthalate (PET) layer were systematically investigated. The exposure intensities were designed to simulate ozone exposure at 0.1 mg/L for 0.5-5 years. Chemical composition analysis suggested that the hydrophilic additives, such as possibly polyvinyl pyrrolidone (PVP), was gradually degraded and released from the membrane, whereas the PVDF matrix exhibited fairly good ozone resistance. Ozonation resulted in increase of pore size and decrease of surface hydrophilicity, which can be attributed to oxidation and dislodgement of hydrophilic additives. Accordingly, long-term ozonation led to moderate changes in performance factors, including increase of membrane permeability by 34%, decrease of retention ability by 21.8%, increase of organic fouling propensity. It is worth noting that membrane tensile strength suffered substantial decrease after ozonation, probably due to ozonation of the PET support layer. Overall, it seems that the PVDF functional layer exhibited good ozone resistance, but the PET support layer was the Achilles' heel of the reinforced PVDF membrane for integrating with pre-ozonation.


Assuntos
Ozônio , Purificação da Água , Polímeros de Fluorcarboneto , Membranas Artificiais , Ozônio/química , Polietilenotereftalatos , Polivinil , Pirrolidinonas , Ultrafiltração/métodos , Água , Purificação da Água/métodos
18.
Int J Biol Macromol ; 209(Pt A): 1065-1074, 2022 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-35447265

RESUMO

Complex and heterogeneous structures of lignin impede its further conversion and valorization. Herein, three technical lignins (from softwood, hardwood, and grass) were fractionated with acetone solvent to reduce their structural heterogeneity, which were then blended with poly-(butylene adipate-co-terephthalate) (PBAT) to fabricate biodegradable bio-composites. Macromolecular structures of lignins and their effects on the properties of lignin/PBAT composites were thoroughly investigated. Results showed that all fractionated lignin composites displayed better properties. Particularly, the raw and fractionated softwood lignin-based composites exhibited superior performance compared with others. Benefiting from the lower molecular weight, hydroxyl groups, and condensation, acetone fractionated softwood lignin presented the lowest Tg (115.7 °C), achieving ideal melt miscibility and interfacial interaction between lignin and PBAT. The decreased Tg of lignin facilitated the lignin dispersion in the matrix and increase the mechanical strength of the composites. Overall, the fractionated technical lignin possessed desirable physical and chemical structure features, conferring composites good miscibility and mechanical properties.


Assuntos
Lignina , Poliésteres , Acetona , Adipatos , Alcenos , Lignina/química , Ácidos Ftálicos , Poliésteres/química
19.
Nanotechnology ; 22(26): 265608, 2011 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-21576795

RESUMO

Thermosensitive nanoparticles based on poly(N-isopropylacrylamide-co-((2-dimethylamino)ethylmethacrylate)) (poly(NIPA-co-DMAEMA)) copolymers were successfully fabricated by free radical polymerization. The lower critical solution temperature (LCST) of the synthesized nanoparticles was 41 °C and a temperature above which would cause the nanoparticles to undergo a volume phase transition from 140 to 100 nm, which could result in the expulsion of encapsulated drugs. Therefore, we used the poly(NIPA-co-DMAEMA) nanoparticles as a carrier for the controlled release of a hydrophobic anticancer agent, 7-ethyl-10-hydroxy-camptothecin (SN-38). The encapsulation efficiency and loading content of SN-38-loaded nanoparticles at an SN-38/poly(NIPA-co-DMAEMA) ratio of 1/10 (D/P = 1/10) were about 80% and 6.293%, respectively. Moreover, the release profile of SN-38-loaded nanoparticles revealed that the release rate at 42 °C (above LCST) was higher than that at 37 °C (below LCST), which demonstrated that the release of SN-38 could be controlled by increasing the temperature. The cytotoxicity of the SN-38-loaded poly(NIPA-co-DMAEMA) nanoparticles was investigated in human colon cancer cells (HT-29) to compare with the treatment of an anticancer drug, Irinotecan(®) (CPT-11). The antitumor efficacy evaluated in a C26 murine colon tumor model showed that the SN-38-loaded nanoparticles in combination with hyperthermia therapy efficiently suppressed tumor growth. The results indicate that these thermo-responsive nanoparticles are potential carriers for controlled drug delivery.


Assuntos
Camptotecina/análogos & derivados , Metacrilatos/química , Nanopartículas/química , Nanotecnologia/métodos , Ácidos Polimetacrílicos/química , Temperatura , Absorção/efeitos dos fármacos , Animais , Antineoplásicos/farmacologia , Camptotecina/farmacologia , Morte Celular/efeitos dos fármacos , Preparações de Ação Retardada , Endocitose/efeitos dos fármacos , Feminino , Fluorescência , Células HT29 , Humanos , Irinotecano , Espectroscopia de Ressonância Magnética , Camundongos , Camundongos Endogâmicos BALB C , Nanopartículas/ultraestrutura , Tamanho da Partícula , Eletricidade Estática , Termogravimetria
20.
Mater Sci Eng C Mater Biol Appl ; 131: 112521, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34857300

RESUMO

Efficient and selective targeting of inflamed tissues/organs is critical for diagnosis and therapy. Although nanomaterials themselves have an intrinsic advantage due to their size for targeting inflammation sites, additional functionalization of the nanomaterials with proper targeting moieties is desired to enhance the targeting efficiency. In this study, we aimed to improve the inflammation targeting characteristics of a pluronic-based nanocarrier, which has advantages as a nanosized delivery cargo for diverse molecules, by conjugating with chitosan and ZnBPMP (two Zn(II) ions chelated 2,6-bis[(bis(2-pyridylmethyl)amino)-methyl]-4-methylphenol) moiety. Specific and significant cellular uptake and interaction between the nanocarrier functionalized with ZnBPMP ligand and chitosan to an apoptosis-induced immune cell line were observed in vitro. An inflammation model in the mouse ear caused by skin hypersensitivity was used to evaluate the effect of functionalization with chitosan and ZnBPMP moiety by comparing with various control groups. Functionalization of the nanocarrier with chitosan greatly enhanced the in vivo circulation time of the nanocarrier, so prolonged targeting ability of the nanocarrier to the inflamed ear was achieved. Additional ZnBPMP functionalization to chitosan-functionalized nanocarrier also resulted in significantly improved initial targeting and further enhancement in the targeting until 5 days to the inflamed ear and the decreased non-specific accumulation of the nanocarrier to the remaining body. Thus, developed nanocarrier has a high potential as a drug delivery carrier as well as a diagnostic agent to the inflammation sites.


Assuntos
Quitosana , Nanopartículas , Animais , Portadores de Fármacos , Sistemas de Liberação de Medicamentos , Inflamação/tratamento farmacológico , Camundongos , Poloxâmero
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