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Viscoelasticity of repaired sciatic nerve by poly(lactic-co-glycolic acid) tubes 被引量:4
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作者 Chengdong Piao Peng Li +1 位作者 Guangyao Liu Kun Yang 《Neural Regeneration Research》 SCIE CAS CSCD 2013年第33期3131-3138,共8页
Medical-grade synthetic poly(lactic-co-glycolic acid) polymer can be used as a biomaterial for nerve repair because of its good biocompatibility, biodegradability and adjustable degradation rate. The stress relaxati... Medical-grade synthetic poly(lactic-co-glycolic acid) polymer can be used as a biomaterial for nerve repair because of its good biocompatibility, biodegradability and adjustable degradation rate. The stress relaxation and creep properties of peripheral nerve can be greatly improved by repair with poly(lactic-co-glycolic acid) tubes. "Fen sciatic nerve specimens were harvested from fresh corpses within 24 hours of death, and were prepared into sciatic nerve injury models by creating a 10 mm defect in each specimen. Defects were repaired by anastomosis with nerve autografts and poly(lactic-co-glycolic acid) tubes. Stress relaxation and creep testing showed that at 7 200 seconds the sciatic nerve anastomosed by poly(lactic-co-glycolic acid) tubes exhibited a greater decrease in stress and increase in strain than those anastomosed by nerve autografts. These findings suggest that poly(lactic-co-glycolic acid) exhibits good viscoelasticity to meet the biomechanical require- ments for a biomaterial used to repair sciatic nerve injury. 展开更多
关键词 neural regeneration peripheral nerve injury sciatic nerve injury model nerve autograftpoly(lactic-co-glycolic acid) TRANSPLANTATION repair stress relaxation CREEP biomaterialneuroregeneration
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A novel artificial nerve graft for repairing longdistance sciatic nerve defects:a self-assembling peptide nanofiber scaffold-containing poly (lactic-co-glycolic acid) conduit 被引量:5
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作者 Xianghai Wang Mengjie Pan +7 位作者 Jinkun Wen Yinjuan Tang Audra D.Hamilton Yuanyuan Li Changhui Qian Zhongying Liu Wutian Wu Jiasong Guo 《Neural Regeneration Research》 SCIE CAS CSCD 2014年第24期2132-2141,共10页
In this study, we developed a novel artificial nerve graft termed self-assembling peptide nanofiber scaffold (SAPNS)-containing poly(lactic-co-glycolic acid) (PLGA) conduit (SPC) and used it to bridge a 10-mm-... In this study, we developed a novel artificial nerve graft termed self-assembling peptide nanofiber scaffold (SAPNS)-containing poly(lactic-co-glycolic acid) (PLGA) conduit (SPC) and used it to bridge a 10-mm-long sciatic nerve defect in the rat. Retrograde tracing, behavioral testing and histomorphometric analyses showed that compared with the empty PLGA conduit implantation group, the SPC implantation group had a larger number of growing and extending axons, a markedly increased diameter of regenerated axons and a greater thickness of the myelin sheath in the conduit. Furthermore, there was an increase in the size of the neuromuscular junction and myofiber diameter in the target muscle. These findings suggest that the novel artificial SPC nerve graft can promote axonal regeneration and remyelination in the transected peripheral nerve and can be used for repairing peripheral nerve injury. 展开更多
关键词 nerve regeneration peripheral nerve defect artificial nerve graft poly(lactic-co-glycolic acid) self-assembling peptide nanofiber scaffold REMYELINATION axon myelin neuromuscular junction NSFC grants neural regeneration
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Dorsal root ganglion-derived Schwann cells combined with poly(lactic-co-glycolic acid)/chitosan conduits for the repair of sciatic nerve defects in rats 被引量:3
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作者 Li Zhao Wei Qu +2 位作者 Yuxuan Wu Hao Ma Huajun Jiang 《Neural Regeneration Research》 SCIE CAS CSCD 2014年第22期1961-1967,共7页
Schwann cells, nerve regeneration promoters in peripheral nerve tissue engineering, can be used to repair both the peripheral and central nervous systems. However, isolation and puriifcation of Schwann cells are compl... Schwann cells, nerve regeneration promoters in peripheral nerve tissue engineering, can be used to repair both the peripheral and central nervous systems. However, isolation and puriifcation of Schwann cells are complicated by contamination with ifbroblasts. Current reported measures are mainly limited by either high cost or complicated procedures with low cell yields or purity. In this study, we collected dorsal root ganglia from neonatal rats from which we obtained highly puriifed Schwann cells using serum-free melanocyte culture medium. The purity of Schwann cells (〉95%) using our method was higher than that using standard medium containing fetal bovine serum. The obtained Schwann cells were implanted into poly(lactic-co-glycolic acid)/chi-tosan conduits to repair 10-mm sciatic nerve defects in rats. Results showed that axonal diameter and area were signiifcantly increased and motor functions were obviously improved in the rat sciatic nerve tissue. Experimental ifndings suggest that serum-free melanocyte culture medium is conducive to purify Schwann cells and poly(lactic-co-glycolic acid)/chitosan nerve conduits combined with Schwann cells contribute to restore sciatic nerve defects. 展开更多
关键词 nerve regeneration Schwann cells dorsal root ganglia melanocyte medium FIBROBLASTS poly(lactic-co-glycolic acid) CHITOSAN sciatic nerve defect NSFC grants neural regeneration
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Poly(lactic-co-glycolic acid) conduit for repair of injured sciatic nerve A mechanical analysis 被引量:1
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作者 Tao Yu Changfu Zhao +2 位作者 Peng Li Guangyao Liu Min Luo 《Neural Regeneration Research》 SCIE CAS CSCD 2013年第21期1966-1973,共8页
Tensile stress and tensile strain directly affect the quality of nerve regeneration after bridging nerve defects by poly(lactic-co-glycolic acid) conduit transplantation and autogenous nerve grafting for sciatic ner... Tensile stress and tensile strain directly affect the quality of nerve regeneration after bridging nerve defects by poly(lactic-co-glycolic acid) conduit transplantation and autogenous nerve grafting for sciatic nerve injury. This study collected the sciatic nerve from the gluteus maximus muscle from fresh human cadaver, and established 10-mm-long sciatic nerve injury models by removing the ischium, following which poly(lactic-co-glycolic acid) conduits or autogenous nerve grafts were transplanted. Scanning electron microscopy revealed that the axon and myelin sheath were torn, and the vessels of basilar membrane were obstructed in the poly(lactic-co-glycolic acid) conduit-repaired sciatic nerve following tensile testing. There were no significant differences in tensile tests with autogenous nerve graft-repaired sciatic nerve. Following poly(lactic-co-glycolic acid) conduit transplantation for sciatic nerve repair, tensile test results suggest that maximum tensile load, maximum stress, elastic limit load and elastic limit stress increased compared with autogenous nerve grafts, but elastic limit strain and maximum strain decreased. Moreover, the tendencies of stress-strain curves of sciatic nerves were similar after transplantation of poly(lactic-co-glycolic acid) conduits or autogenous nerve grafts. Results showed that after transplantation in vitro for sciatic nerve injury, poly(lactic-co-glycolic acid) conduits exhibited good intensity, elasticity and plasticity, indicating that poly(lactic-co-glycolic acid) conduits are suitable for sciatic nerve injury repair. 展开更多
关键词 neural regeneration peripheral nerve injury sciatic nerve injury model poly(lactic-co-glycolic acid) TRANSPLANTATION stress strain mechanical property grants-supported paper NEUROREGENERATION
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A porous poly(lactic-co-glycolic acid) scaffold induces innervation in a rabbit model of disc degeneration following annular injury
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作者 Long Xin Guocan Han +4 位作者 Fengdong Zhao Xing Zhao Wei Wang Changyou Gao ShunwuFan 《Neural Regeneration Research》 SCIE CAS CSCD 2009年第8期606-612,共7页
BACKGROUND: A degradable poly(lactic-co-glycolic acid) (PLGA) scaffold has been used to construct a degradable porous scaffold. This template can simulate the in vivo microenvironment and promote tissue formation... BACKGROUND: A degradable poly(lactic-co-glycolic acid) (PLGA) scaffold has been used to construct a degradable porous scaffold. This template can simulate the in vivo microenvironment and promote tissue formation. OBJECTIVE: To observe the histopathological changes during degeneration and regeneration of the intervertebral disc, and to analyze the effects of a PLGA scaffold on nerve fiber ingrowth into the lesion in vivo. DESIGN, TIME AND SETTING: A randomized, controlled animal experiment was performed at the Orthopaedic Laboratory, Clinic Medical Research Institution, Sir Run Run Shaw Hospital, Zhejiang University, from December 2007 to July 2008. MATERIALS: PLGA (China Textile Academy); growth-associated protein-43 (Life-span, USA); and protein gene product 9.5 antibody (AbD, United Kingdom) were used in this study. METHODS: Three consecutive segments of the intervertebral disc of thirty-two healthy adult male New Zealand rabbits were exposed, comprising L3-4, L4-5 and L5-6. Experimental intervertebral disc (L4-5 and L5-6) models were established by two different methods. In the test (trephine + scaffold) group, a 5-mm deep hole was drilled into the annulus fibrosus using a 3-mm diameter trephine, and the PLGA scaffold was implanted into the hole. In the acupuncture group, the remaining experimental intervertebral disc annulus fibrosus was damaged using a 16G needle at a depth of 5 mm. The L3-4 disc served as a control. MAIN OUTCOME MEASURES: Intervertebral disc degeneration was assessed using radiography, magnetic resonance imaging, and histological examination at various time points post-surgery. Nerve fiber ingrowth into the degenerated intervertebral disc was observed using immunohistochemical staining for growth-associated protein-43 and protein gene product 9.5. RESULTS: Compared with the normal controls, the heights of the damaged intervertebral discs were decreased, and T2 signal intensity was decreased in the test and acupuncture groups 2 weeks post-surgery. Intervertebral disc degeneration was faster in the test group than in the acupuncture group. PLGA was coated with newly formed tissue, gradually degraded, and absorbed, and could induce tissue ingrowth deep into the annulus fibrosus. Results of immunohistochemical staining showed that nerve fibers were distributed in newly formed tissue in the test group, and in the superficial layer or surrounding scar tissue in the acupuncture group. CONCLUSION: A porous PLGA scaffold provides an important biological channel to induce nerve fiber ingrowth deep into the degenerated intervertebral disc. 展开更多
关键词 annulus fibrosus damage intervertebral disc degeneration poly(lactic-co-glycolic acid) scaffold nerve ingrowth
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Evaluation of in vitro and in vivo immunostimulatory activities of poly(lactic-co-glycolic acid) nanoparticles loaded with soluble and autoclaved Leishmania infantum antigens: A novel vaccine candidate against visceral leishmaniasis 被引量:1
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作者 Emrah Sefik Abamor Adil Allahverdiyev +4 位作者 Ozlem Ayse Tosyali Melahat Bagirova Tayfun Acar Zeynep Mustafaeva Serap Derman 《Asian Pacific Journal of Tropical Medicine》 SCIE CAS 2019年第8期353-364,共12页
Objective: To prepare and characterize poly lactic-co-glycolic acid(PLGA) nanoparticles loaded with soluble leishmanial antigen or autoclaved leishmanial antigen and explore in vitro and in vivo immunogenicity of anti... Objective: To prepare and characterize poly lactic-co-glycolic acid(PLGA) nanoparticles loaded with soluble leishmanial antigen or autoclaved leishmanial antigen and explore in vitro and in vivo immunogenicity of antigen encapsulated nanoparticles. Methods: Water/oil/water double emulsion technique was employed to synthesize PLGA nanoparticles, and scanning electron microscopy, Fourier transform infrared spectroscopy and Zeta-potential measurements were used to identify the characteristics of nanoparticles. Cytotoxicity of synthetized nanoparticles on J774 macrophage were investigated by MTT assays. To determine the in vitro immunostimulatory efficacies of nanoparticles, griess reaction and ELISA was used to measure the amounts of NO and cytokines. During the in vivo analysis, Balb/c mice were immunized with vaccine formulations, and protective properties of nanoparticles were measured by Leishman Donovan unit in the liver following the infection. Cytokine levels in spleens of mice were determined by ELISA. Results: MTT assay showed that neither soluble leishmanial antigen nor autoclaved leishmanial antigen encapsulated nanoparticles showed cytotoxicity against J774 macrophage cells. Contrary to free antigens, both autoclaved leishmanial antigen-nanoparticle and soluble leishmanial antigen-nanoparticle formulations led to a 10 and 16-fold increase in NO amounts by macrophages, respectively. Leishman Donovan unit calculations revealed that soluble leishmanial antigen-nanoparticles and autoclaved leishmanial antigen-nanoparticles yielded 52% and 64% protection against visceral leishmaniasis in mouse models. Besides, in vitro and in vivo tests demonstrated that by increasing IFN-γ and IL-12 levels and inhibiting IL-4 and IL-10 secretions, autoclaved leishmanial antigen-nanoparticles and soluble leishmanial antigennanoparticles triggered Th1 immune response. Conclusions: Both autoclaved leishmanial antigen-nanoparticles and soluble leishmanial antigen-nanoparticles formulations provide exceptional in vitro and in vivo immunostimulatory activities. Hence, PLGA-based antigen delivery systems are recommended as potential vaccine candidates against visceral leishmaniasis. 展开更多
关键词 VISCERAL LEISHMANIASIS Vaccine Delivery IMMUNOSTIMULANT Poly lactic-co-glycolic acid(PLGA) Nanoparticle
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Controlled release of cisplatin and cancer cell apoptosis with cisplatin encapsulated poly(lactic-co-glycolic acid) nanoparticles 被引量:1
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作者 A. Champa Jayasuriya Anthony J. Darr 《Journal of Biomedical Science and Engineering》 2013年第5期586-592,共7页
The goal of the present study is to utilize cis-diamminedichloroplatinum (cisplatin) loaded polymer nanoparticles (NPs) to give a controlled, extended, and local drug therapy for the treatment of cancer. We have used ... The goal of the present study is to utilize cis-diamminedichloroplatinum (cisplatin) loaded polymer nanoparticles (NPs) to give a controlled, extended, and local drug therapy for the treatment of cancer. We have used biodegradable and biocompatible poly(lactic-co-glycolic acid) (PLGA) to prepare the NPs by adjusting the double emulsion technique using poly(vinylalcohol) as a surface active agent. The PLGA NPs were characterized for particle size and shape, controlled release of cisplatin, and degradation. Cisplatin solubility in deionized water was increased up to 4 mg/mL by simply changing the solution parameters. Cisplatin encapsulated NPs were incubated in phosphate buffered saline (PBS) at 37?C to study the release kinetics of cisplatin. Cisplatin was released in a sustained manner with less than 20% release during a 3-day period followed by 50% release during a 21-day period. A degradation study of PLGA NPs demonstrated the loss of spherical shape during a 21-day period. We also examined the cisplatin sensitive A2780 cell apoptosis when cells were incubated with cisplatin encapsulated PLGA NPs. A large number of cell apoptosis occurred as a result of cisplatin release from the PLGA NPs. These results suggest that cisplatin encapsulated PLGA NPs can be used to treat the cancer cells by injecting them into a localized site minimizing the side effects. 展开更多
关键词 NANOPARTICLES CISPLATIN Poly(lactic-co-glycolic Acid) Controlled Release Cancer Apopotosis
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Effects of poly lactic-co-glycolic acid-Nogo A antibody delayed-release microspheres on regeneration of injured spinal cord in rats
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作者 Hai Lan Yueming Song 《Neural Regeneration Research》 SCIE CAS CSCD 2009年第5期358-364,共7页
BACKGROUND: Nogo A antigen is the major inhibiting factor blocking regeneration of the injured spinal cord. Neutralizing Nogo A antigens using Nogo A antibodies may help promote neurite regeneration and nervous funct... BACKGROUND: Nogo A antigen is the major inhibiting factor blocking regeneration of the injured spinal cord. Neutralizing Nogo A antigens using Nogo A antibodies may help promote neurite regeneration and nervous function recovery. For successful regeneration, sustained release of the antibody from a biodegradable material loaded with Nogo A antibodies to the injury site is required. OBJECTIVE: To compare the therapeutic effects of poly lactic-co-glycolic acid (PLGA)-Nogo A antibody delayed-release microspheres and Nogo A antibody alone on spinal regeneration in Sprague-Dawley rats with complete transverse injury to the spinal cord. DESIGN, TIME AND SETTING: A randomized, controlled animal trial was performed at the Pharmacological Laboratory of West China Center of Medical Sciences, Sichuan University, between October 2007 and January 2008. MATERIALS: Goat anti-rat Nogo A monoclonal antibody was purchased from Santa, American; goat anti-rat neurofilament 200 monoclonal antibody was from Zhongshan Goldenbridge, Beijing, China; PLGA-Nogo A antibody delayed-release microspheres were provided by the College of Pharmacy, Sichuan University. METHODS: A total of 36 adult female Sprague Dawley rats were used to establish models of completely transected spinal cord injury, at T10. Animals were randomly divided into three groups (n=12): model, Nogo A antibody alone, and Nogo A antibody delayed-release microsphere groups. After transverse injury of the spinal cord, 50 μ L normal saline solution, 50 μL normal saline solution containing 50μL g Nogo A antibody, and 50 μL normal saline solution containing 50 μg Nogo A antibody microspheres were administered to the respective groups at the injury site. MAIN OUTCOME MEASURES: The expression of Nogo A and neurofilament 200 in injured spinal cord was tested immunohistochemically, and motor function of rats was assessed by Basso-Beattie-Bresnahan (BBB) locomotor rating scale. RESULTS: Four weeks after injury, expression of Nogo A in microsphere group was significantly less than model and Nogo A antibody alone groups (P 〈 0.05); while there was no significant difference between model and Nogo A antibody alone groups (P 〉 0.05). Ten weeks after injury, microsphere group showed a significantly greater expression of neurofilament 200 than model and Nogo A antibody alone groups (P 〈 0.05); while no significant difference was found between model and Nogo A antibody alone groups (P 〉 0.05). At postoperative weeks 5 and 6, the score of BBB locomotor rating scale in microsphere group was significantly greater than the model group (P 〈 0.05), and at postoperative weeks 7 10, the score was much greater than model and Nogo A antibody alone groups (P 〈 0.05). CONCLUSION: Nogo A antibody delayed-release microspheres decreased Nogo A expression, increased neurofilament 200 expression in the injured spinal cord of rats, and promoted recovery of motor function through sustained drug release over a long-term period. 展开更多
关键词 Nogo A antibody MICROSPHERES poly lactic-co-glycolic acid spinal cord injury neural regeneration
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A Study of Surface Modification of Poly(lactic-co-glycolic) Acid Using Argon Ion Irradiation
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作者 Ananta Raj Adhikari Buddhi Prasanga Tilakaratne +1 位作者 Dharshana Wijesundera Wei-Kan Chu 《Journal of Surface Engineered Materials and Advanced Technology》 2014年第6期326-331,共6页
The effect of Argon ion irradiation to the surface properties of poly(lactic-co-glycolic) acid (PLGA) was studied. A beam of 170 keV Argon ions was implanted at different fluencies (1 × 1012, 1 × 1013, 1 ... The effect of Argon ion irradiation to the surface properties of poly(lactic-co-glycolic) acid (PLGA) was studied. A beam of 170 keV Argon ions was implanted at different fluencies (1 × 1012, 1 × 1013, 1 × 1014, and 1 × 1015 ions/cm2). X-ray photoelectron spectroscopy (XPS) was used to analyze the evolution of the bonding microstructure of PLGA due to irradiation. Surface morphology was monitored using atomic force microscopy (AFM). AFM analysis shows that film roughness increased to maximum at the dose of 1 × 1014 ions/cm2 where the formations of hillocks were also detected. Hydrophilicity of PLGA is important for their applications in biomedicine such as bioscaffolds. Hydrophilicity was monitored using water contact angle measurements for both unmodified and ion-modified PLGA. It was observed that hydrophilicity of PLGA changes with the ion irradiation. This demonstrates that ion irradiation can be an alternative approach to control hydrophilicity of PLGA. PLGA scaffolds modified with ion irradiation could therefore be more suitable for the biomedical applications. 展开更多
关键词 Poly(lactic-co-glycolic) ACID SCAFFOLD Surface Modification Ion Irradiation
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Electrospun and woven silk fibroin/poly(lactic-coglycolic acid) nerve guidance conduits for repairing peripheral nerve injury 被引量:7
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作者 Ya-ling Wang Xiao-mei Gu +2 位作者 Yan Kong Qi-lin Feng Yu-min Yang 《Neural Regeneration Research》 SCIE CAS CSCD 2015年第10期1635-1642,共8页
We have designed a novel nerve guidance conduit(NGC) made from silk fibroin and poly(lactic-co-glycolic acid) through electrospinning and weaving(ESP-NGCs). Several physical and biological properties of the ESP-... We have designed a novel nerve guidance conduit(NGC) made from silk fibroin and poly(lactic-co-glycolic acid) through electrospinning and weaving(ESP-NGCs). Several physical and biological properties of the ESP-NGCs were assessed in order to evaluate their biocompatibility. The physical properties, including thickness, tensile stiffness, infrared spectroscopy, porosity, and water absorption were determined in vitro. To assess the biological properties, Schwann cells were cultured in ESP-NGC extracts and were assessed by morphological observation, the MTT assay, and immunohistochemistry. In addition, ESP-NGCs were subcutaneously implanted in the backs of rabbits to evaluate their biocompatibility in vivo. The results showed that ESP-NGCs have high porosity, strong hydrophilicity, and strong tensile stiffness. Schwann cells cultured in the ESP-NGC extract fluids showed no significant differences compared to control cells in their morphology or viability. Histological evaluation of the ESP-NGCs implanted in vivo indicated a mild inflammatory reaction and high biocompatibility. Together, these data suggest that these novel ESP-NGCs are biocompatible, and may thus provide a reliable scaffold for peripheral nerve repair in clinical application. 展开更多
关键词 nerve regeneration peripheral nerve injury poly(lactic-co-glycolic acid) electrospinning silk fibroin biocompatibility nerve guidance conduit weaving
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Preparation of poly(lactide-co-glycolide)microspheres and evaluation of pharmacokinetics and tissue distribution of BDMC-PLGA-MS in rats 被引量:4
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作者 Guozhuan Li Liang Yao +3 位作者 Jing Li Xiaoyan Qin Zhen Qiu Weidong Chen 《Asian Journal of Pharmaceutical Sciences》 SCIE CAS 2018年第1期82-90,共9页
The aim of the present study was to develop a novel long-acting Poly(lactic-co-glycolic acid)(PLGA)-based microspheres formulation of Bisdemethoxycurcum(BDMC) by emulsionsolvent evaporation method. Meanwhile, the effe... The aim of the present study was to develop a novel long-acting Poly(lactic-co-glycolic acid)(PLGA)-based microspheres formulation of Bisdemethoxycurcum(BDMC) by emulsionsolvent evaporation method. Meanwhile, the effects of the volume ratio of the dispersed phase and continuous phase, the concentration of PLGA and PVA, the theoretical drug loading and stirring speed were investigated. The mean diameter of the microspheres was 8.5 μm and the size distribution was narrow. The encapsulation efficiency(EE) and drug loading efficiency(DLE) of BDME loaded PLGA microspheres(BDMC-PLGA-MS) was 94.18% and 8.14%,respectively. In an in vitro study of drug release, it can be concluded that the BDMC-PLGAMS exhibited sustained and long-term release properties for 96 h. Stability studies suggested that the microspheres we prepared had a very good stability. Furthermore, the results of an in vivo study indicated that the BDMC-PLGA-MS had sustained release effect and was mainly distributed in the lung tissue, and less distribution in other tissues, which indicated that microspheres could be an effective parenteral carrier for the delivery of BDMC in lung cancer treatment. 展开更多
关键词 BISDEMETHOXYCURCUMIN MICROSPHERE Poly (lactic-co-glycolic acid) Solvent evaporation method PHARMACOKINETICS
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基于Landsat 8 OLI和资源3号立体像对数据的桉树森林蓄积量估测 被引量:1
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作者 张方圆 吴胜义 +1 位作者 乔海亮 许舟 《中南林业科技大学学报》 CAS CSCD 北大核心 2024年第5期93-101,共9页
【目的】探索Landsat8 OLI数据和立体数据在估算桉树森林蓄积量(forest stock volume,FSV)中的潜力,并且准确地估计桉树的FSV。【方法】以3幅Landsat8 OLI图像和资源3号立体数据为遥感数据源,并且结合少量地面调查数据实现了桉树FSV的... 【目的】探索Landsat8 OLI数据和立体数据在估算桉树森林蓄积量(forest stock volume,FSV)中的潜力,并且准确地估计桉树的FSV。【方法】以3幅Landsat8 OLI图像和资源3号立体数据为遥感数据源,并且结合少量地面调查数据实现了桉树FSV的遥感估计。研究中提取了三类遥感特征用于估计桉树FSV:第一类是包括植被指数和单波段反射率在内的光谱特征;第二类是基于Landsat 8 OLI图像的单波段提取的8种纹理特征;第三类是基于资源3号立体像对数据和开源的数字高程模型(digital elevation model,DEM)提取的冠层高度模型(canopy height model,CHM)。利用Boruta算法对三类遥感特征进行提取,之后建立了随机森林(random forest,RF)、K-最近邻(K-nearest neighbor,KNN)和支持向量机(support vector machine,SVM)3种机器学习模型以及传统的多源线性回归模型(multiple linear regression,MLR),并以决定系数(R2)、均方根误差(root mean square error,RMSE)和相对均方根误差(relative root mean square error,rRMSE)作为评价指标对模型结果进行评估。【结果】基于ZY-3立体像对数据和开源的DEM数据提取的CHM与桉树的FSV具有很强的相关性,Pearson相关系数达到了0.71。仅仅利用基于Landsat 8 OLI图像提取的光谱和纹理特征难以准确2地估计桉树的FSV,估测模型的R为0.29~0.38,rRMSE为35.65%~43.30%,存在严重的数据饱和问题。2当变量集中加入CHM后,模型的估测精度明显提高,R达到了0.64~0.66,rRMSE为25.74%~26.41%。【结论】使用Landsat 8 OLI数据估算桉树FSV时存在严重的数据饱和问题,并且使用空间分辨率为30 m的纹理特征难以有效地改善森林蓄积量的估计精度。利用资源3号立体像对数据和开源的DEM数据可以提取较为准确的CHM,并且所提取的CHM可以解决改善光学数据的饱和问题,从而提高桉树FSV的估计精度。 展开更多
关键词 森林蓄积量 Landsat 8 oli 立体像对 冠层高度模型 遥感建模
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基于Landsat 8 OLI的东圳水库水质参数反演研究 被引量:2
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作者 何欢 陈文惠 张忠婷 《科学技术创新》 2024年第1期80-84,共5页
遥感技术是监测内陆水体水质的有效手段,东圳水库是莆田市水源地,为了对水质进行实时监测,了解其空间分布情况,本文基于Landsat 8 OLI遥感影像,结合124个采样点实测获得的Chl-a、浊度、COD浓度分别构建统计回归模型、BP神经网络模型、XG... 遥感技术是监测内陆水体水质的有效手段,东圳水库是莆田市水源地,为了对水质进行实时监测,了解其空间分布情况,本文基于Landsat 8 OLI遥感影像,结合124个采样点实测获得的Chl-a、浊度、COD浓度分别构建统计回归模型、BP神经网络模型、XGBoost模型,并采用R^(2)、MAE、RMSE进行精度检验。结果表明BP神经网络模型效果优于统计回归模型,R^(2)均大于0.9,但存在过拟合现象;XGBoost模型可以有效防止过拟合,表现出较强的拟合能力和较高的预测精度。 展开更多
关键词 Landsat 8 oli 水质参数 BP神经网络模型 XGBoost模型
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基于多季相分形特征的Landsat 8 OLI影像耕地信息提取方法
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作者 孟凤 朱庆伟 +3 位作者 董士伟 刘玉 张欣欣 潘瑜春 《农业机械学报》 EI CAS CSCD 北大核心 2024年第6期168-177,共10页
利用遥感技术快速准确地提取耕地信息是耕地保护的关键环节。以山东省商河县为例,提出了一种基于多季相分形特征的Landsat 8 OLI影像耕地信息提取方法。首先采用毯子覆盖法计算多季相遥感影像每个像元的上分形信号和下分形信号,对比分... 利用遥感技术快速准确地提取耕地信息是耕地保护的关键环节。以山东省商河县为例,提出了一种基于多季相分形特征的Landsat 8 OLI影像耕地信息提取方法。首先采用毯子覆盖法计算多季相遥感影像每个像元的上分形信号和下分形信号,对比分析耕地和其他土地利用类型的分形特征,选取上分形信号的第3尺度作为特征尺度,提取商河县耕地空间分布特征;其次采用同时期的土地利用矢量数据、Esri land cover数据和统计数据进行耕地信息提取精度评价;最后分别设置多季相分形提取与单季相分形提取、现有土地利用数据产品的对比实验,并基于点位匹配度和面积匹配度进行评价。结果表明:多季相数据更能反映农作物生长的复杂性,有助于提高耕地信息的提取精度;不同土地利用类型在不同分形尺度的信号值各不相同,分形特征可以在不同尺度上清晰地刻画出不同土地利用类型的分异性;基于矢量数据和Esri land cover数据评价的多季相分形特征耕地提取点位匹配度为87.13%和89.83%,面积匹配度为99.73%和97.91%,均比单季相分形提取结果精度高;综合考虑点位匹配度、面积匹配度和空间分布特征,研发方法能有效区分耕地和其他土地利用类型,提取结果更优,且与统计数据有更高的一致性。该方法可准确提取耕地信息,为耕地的动态监测和损害评估提供技术支撑。 展开更多
关键词 耕地信息提取 多季相 遥感影像 分形特征 毯子覆盖法 Landsat 8 oli
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基于OLI和TROPOMI卫星数据的北京市臭氧前体物研究 被引量:3
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作者 蒲东川 王大康 +2 位作者 朱雷 杨现坤 王晋年 《中国环境科学》 EI CAS CSCD 北大核心 2024年第7期3592-3600,共9页
甲醛(HCHO)和二氧化氮(NO_(2))是重要的臭氧前体物,其比值(FNR)可用于指示臭氧生成敏感性,是臭氧污染防控的主要参考.本研究基于过采样算法提高TROPOMI HCHO和NO_(2)空间分辨率并降低原始数据的不确定性,揭示北京市2021年夏季HCHO和NO_... 甲醛(HCHO)和二氧化氮(NO_(2))是重要的臭氧前体物,其比值(FNR)可用于指示臭氧生成敏感性,是臭氧污染防控的主要参考.本研究基于过采样算法提高TROPOMI HCHO和NO_(2)空间分辨率并降低原始数据的不确定性,揭示北京市2021年夏季HCHO和NO_(2)空间分布特征,基于FNR诊断北京地区臭氧生成敏感性.根据Landsat8 OLI数据计算北京地区环境指数及不透水面占比,并分析与HCHO、NO_(2)及FNR的关系,揭示北京城市化程度与O_(3)、VOCs和NOx排放的关系.研究发现,北京市NO_(2)高值主要分布在城市中心区域,非城区NO_(2)柱浓度显著减少.NO_(2)柱浓度均值随着不透水面占比的升高明显增大,但标准差逐渐变小,表明随着北京主城区城市化程度越来越高,城区内部NO_(2)排放差异越来越小.北京市城市中心区域HCHO柱浓度总体上高于非城区,但由于植被排放的异戊二烯的贡献从一定程度上弱化了城市化程度差异造成的VOCs排放差距.北京市主城区及东部廊坊一带的O_(3)表现为受VOCs控制,而北京市北部郊区的O_(3)主要受NOx控制.FNR均值随着不透水面占比的升高,明显减小,表明随着北京地区城市化程度的提高,臭氧生成敏感性逐渐向VOCs控制机制转变. 展开更多
关键词 TROPOMI Landsat 8 oli 甲醛 VOCS 二氧化氮
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基于Landsat 8 OLI影像的常用水体指数法分类精度对比
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作者 李龙杰 杨永辉 《中国科学院大学学报(中英文)》 CAS CSCD 北大核心 2024年第6期755-765,共11页
以南水北调受水区的石家庄为对象,以同期Sentinel-2 MSI影像的目视结果作为标准水体,使用11种常见水体指数,从Landsat 8 OLI影像中提取水体分布信息,基于转移矩阵的面积精度检验法、抽样精度检验法,对提取结果进行精度验证。结果表明,... 以南水北调受水区的石家庄为对象,以同期Sentinel-2 MSI影像的目视结果作为标准水体,使用11种常见水体指数,从Landsat 8 OLI影像中提取水体分布信息,基于转移矩阵的面积精度检验法、抽样精度检验法,对提取结果进行精度验证。结果表明,各水体指数法提取宽阔水面(如大型水库、湖泊)的区别不大,城区小水系、小型河道更能检验水体指数的提取能力,WI2019在对比的水体指数中表现最佳。分析表明,南水北调通水后,石家庄市除去大型水库后地表水体面积显著增加,从2014年42.0 km^(2)增长到2020年62.5 km^(2)。南水北调通水后受水区地表水体面积增长较快,鉴于大部分新增水体底部存在人工衬砌,地下水补给功能较差、无效蒸发较多,建议适当控制水体规模,以便有效减少外调水资源的浪费。 展开更多
关键词 水体指数 精度验证 Landsat 8 oli GEE 南水北调工程
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基于Acolite模型的Landsat8卫星影像大气校正 被引量:1
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作者 孔誉霏 刘珊珊 +2 位作者 王丽娜 诸葛瑞龙 吕春光 《科学技术创新》 2024年第2期36-43,共8页
大气校正是将卫星传感器观测值转换为真实地表反射率的重要手段,也是构建各类卫星遥感产品的前提基础。本研究以临沂市及周边区域为研究区,应用Acolite模型对Landsat8卫星遥感影像开展植被、水体和人造地表等多种地物目标的大气校正,并... 大气校正是将卫星传感器观测值转换为真实地表反射率的重要手段,也是构建各类卫星遥感产品的前提基础。本研究以临沂市及周边区域为研究区,应用Acolite模型对Landsat8卫星遥感影像开展植被、水体和人造地表等多种地物目标的大气校正,并对校正结果进行分析及精度评价。通过其与FLAASH模型及Landsat8 Collection2表面反射率数据集进行综合对比,可以发现,Acolite及FLAASH都能够在不同程度去除大气影响。相比而言,Acolite模型大气校正效果优于FLAASH模型,其地表双向反射率光谱曲线与Landsat8 Collection2表面反射率数据变化趋势基本一致。总体来看,Acolite模型对各类地物目标的大气校正整体精度较高,且应用该模型的方案具有操作简便,人工干预少等优点,可为各类地表遥感反演产品的构建提供技术支持。 展开更多
关键词 Landsat8 oli 大气校正 Acolite 地表双向反射率
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Mapping lineaments using Landsat 8 OLI and SRTM data;a case study of the eastern part of the Ouarzazate Basin,Morocco
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作者 MOUJANE Said ALGOUTI Ahmed +3 位作者 ALGOUTI Abdellah FARAH Abdelouahed ABOULFARAJ Abdelfatah NAFOURI Imane 《Journal of Mountain Science》 SCIE CSCD 2024年第3期987-1003,共17页
The integration of remote sensing and geographic information system(GIS)was employed in this study to delineate the structural lineaments within the eastern section of the Ouarzazate Basin,situated between the souther... The integration of remote sensing and geographic information system(GIS)was employed in this study to delineate the structural lineaments within the eastern section of the Ouarzazate Basin,situated between the southern front of the Central High Atlas and the northern slopes of the Eastern Anti-Atlas(also known as the Saghro Massif).To achieve this objective,Landsat 8 Operational Land Imager(OLI)and Shuttle Radar Topography Mission(SRTM)data were used.Principal Component Analysis(PCA)was computed and a directional filter was applied to the first PCA and the panchromatic band(B8).Additionally,shading was applied to the SRTM data in four directions;N0°,N45°,N90°,N135°.After removing of the non-geological linear structures,the results obtained,using the automatic extraction method,allowed us to produce a synthetic map that included 1251 lineaments with an average length of 1331 m and was dominated by NE-SW,ENE-WSW and E-W directions,respectively.However,the high lineament density is clearly noted in the Anti-Atlas(Saghro Massif)and at the level of the northern part,extending from the Ait Ibrirne to Arg-Ali Oubourk villages.High lineament density can always be found around the major faults affecting this area.The data collected during the field investigations and from geological maps show that the major direction of the faults and structural accidents range mostly between N45°,N70°and N75°.The correlation of remote sensing results with those collected in the field shows a similarity and coincidence with each other.From these results,it is possible to consider the automatic extraction method as a supplementary kind that can serve classical geology by quickly enriching it with additional data.As shown in this work,this method provides more information when applied in arid areas where the fields are well outcropped. 展开更多
关键词 Remote sensing GIS Landsat 8 oli SRTM Ouarzazate Basin Central High Atlas
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基于OLI数据的石马河水质参数反演研究
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作者 柳忠伟 姜丙波 +4 位作者 杨帅 周小飞 詹国旗 周灯 祝佳兵 《人民黄河》 CAS 北大核心 2024年第S01期51-52,54,共3页
根据河流水质高效快速监测需要,以广东石马河水质为研究对象,利用Landsat8的OLI遥感影像进行化学需氧量反演研究。结果表明:Landsat8卫星OLI遥感影像B2波段与B5波段组合(波长的差值)与石马河水体COD浓度相关性较强,据此建立的三次多项... 根据河流水质高效快速监测需要,以广东石马河水质为研究对象,利用Landsat8的OLI遥感影像进行化学需氧量反演研究。结果表明:Landsat8卫星OLI遥感影像B2波段与B5波段组合(波长的差值)与石马河水体COD浓度相关性较强,据此建立的三次多项式水质参数反演模型精度较高、误差较小,反演结果可以用于快速研判水污染状况。 展开更多
关键词 oli数据 水质监测 遥感影像 反演模型 COD 石马河
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基于Landsat-8 OLI数据的新疆昭苏南克拉克斯赛依矿区蚀变信息提取
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作者 刘欢 《工程技术研究》 2024年第14期35-37,共3页
昭苏南克拉克斯赛依矿区气候条件恶劣,高寒缺氧,交通不便,积雪覆盖深厚,区内构造复杂,矿产资源丰富。充分发挥遥感技术的独特优势,对研究区未来的找矿工作有重要意义。文章将Landsat-8 OLI作为数据源,在预处理基础上,根据研究区矿产地... 昭苏南克拉克斯赛依矿区气候条件恶劣,高寒缺氧,交通不便,积雪覆盖深厚,区内构造复杂,矿产资源丰富。充分发挥遥感技术的独特优势,对研究区未来的找矿工作有重要意义。文章将Landsat-8 OLI作为数据源,在预处理基础上,根据研究区矿产地质情况及围岩蚀变特征,采用主成分分析法进行铁染、羟基蚀变信息提取,结果表明:研究区蚀变异常信息分布特征具有一定规律,异常信息呈带状展布,与构造走向基本一致,羟基异常与铁染异常套合较好,且强度较高,结果与研究区内已知矿化点套合较好,证明蚀变信息为良好的找矿标志,对研究区找矿工作有重要的指导意义。 展开更多
关键词 Landsat-8 oli 主成分分析 蚀变信息提取 遥感解译 找矿预测
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