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Profiles and Source Apportionment of Nonmethane Volatile Organic Compounds in Winter and Summer in Xi’an, China, based on the Hybrid Environmental Receptor Model 被引量:4
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作者 Jian SUN Zhenxing SHEN +8 位作者 Yue ZHANG Wenting DAI Kun HE Hongmei XU Zhou ZHANG Long CUI Xuxiang LI Yu HUANG Junji CAO 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2021年第1期116-131,共16页
Summer and winter campaigns for the chemical compositions and sources of nonmethane hydrocarbons(NMHCs)and oxygenated volatile organic compounds(OVOCs)were conducted in Xi’an.Data from 57 photochemical assessment mon... Summer and winter campaigns for the chemical compositions and sources of nonmethane hydrocarbons(NMHCs)and oxygenated volatile organic compounds(OVOCs)were conducted in Xi’an.Data from 57 photochemical assessment monitoring stations for NMHCs and 20 OVOC species were analyzed.Significant seasonal differences were noted for total VOC(TVOC,NMHCs and OVOCs)concentrations and compositions.The campaign-average TVOC concentrations in winter(85.3±60.6 ppbv)were almost twice those in summer(47.2±31.6 ppbv).Alkanes and OVOCs were the most abundant category in winter and summer,respectively.NMHCs,but not OVOCs,had significantly higher levels on weekends than on weekdays.Total ozone formation potential was higher in summer than in winter(by 50%)because of the high concentrations of alkenes(particularly isoprene),high temperature,and high solar radiation levels in summer.The Hybrid Environmental Receptor Model(HERM)was used to conduct source apportionment for atmospheric TVOCs in winter and summer,with excellent accuracy.HERM demonstrated its suitability in a situation where only partial source profile data were available.The HERM results indicated significantly different seasonal source contributions to TVOCs in Xi’an.In particular,coal and biomass burning had contributions greater than half in winter(53.4%),whereas traffic sources were prevalent in summer(53.1%).This study’s results highlight the need for targeted and adjustable VOC control measures that account for seasonal differences in Xi’an;such measures should target not only the severe problem with VOC pollution but also the problem of consequent secondary pollution(e.g.,from ozone and secondary organic aerosols). 展开更多
关键词 NMHCS OVOCs source apportionment Hybrid Environmental receptor model
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Source Apportionment of PM2.5 in the Metropolitan Area of Costa Rica Using Receptor Models
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作者 Jorge Herrera Murillo Susana Rodríguez Roman +1 位作者 José Félix Rojas Marín Beatriz Cardenas 《Atmospheric and Climate Sciences》 2013年第4期562-575,共14页
In this work, receptor models were used to identify the PM2.5 sources and its contribution to the air quality in residential, comercial and industrial sampling sites in the Metropolitan Area of Costa Rica. Principal c... In this work, receptor models were used to identify the PM2.5 sources and its contribution to the air quality in residential, comercial and industrial sampling sites in the Metropolitan Area of Costa Rica. Principal component analysis with absolute principal component scores (PCA-APCS), UNIMX and positive matrix factorization (PMF) was applied to analyze the data collected during 1 year of sampling campaign (2010-2011). The PM2.5 samples were characterized through its composition looking for trace elements, inorganic ions and organic and elemental carbon. These three models identified some common sources of PM2.5: marine aerosol, crustal material, traffic, secondary aerosols (secondary sulfate and secondary nitrate resolved by PMF), a mixed source of heavy fuels combustion and biomass burning, and industrial emissions. The three models predicted that the major sources of PM2.5 in the Metropolitan Area of Costa Rica were related to anthropogenic sources (73%, 65% and 69%, respectively, for PCA-APCS, Unmix and PMF) although natural sources also contributed to PM2.5 (21%, 24% and 26%). On average, PCA and PMF methods resolved 94% and 95% of the PM2.5 mass concentrations, respectively. The results were comparable to the estimate using UNMIX. 展开更多
关键词 PM2.5 Chemical COMPOSITION Costa Rica SOURCE APPORTIONMENT receptor models
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Source apportionment of polycyclic aromatic hydrocarbons(PAHs) in a sediment core from Lake Dagze Co, Tibetan Plateau, China: Comparison of three receptor models 被引量:3
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作者 Yixin Bai Kunlin Shi +6 位作者 Heyu Yu Nana Shang Weiyue Hao Chuan Wang Tao Huang Hao Yang Changchun Huang 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2022年第11期224-233,共10页
Receptor models are a useful tool for identifying sources of polycyclic aromatic hydrocarbons(PAHs) in multiple environmental media. In this study, three different receptor models(including the principal component ana... Receptor models are a useful tool for identifying sources of polycyclic aromatic hydrocarbons(PAHs) in multiple environmental media. In this study, three different receptor models(including the principal component analysis-multiple linear regression(PCA-MLR), positive matrix factorization(PMF), and Unmix models) were used to apportion the sources of 16 priority PAHs in a sediment core of Lake Dagze Co. The ΣPAHs(sum of all 16 measured PAHs) concentrations ranged from 51.89 to 132.82 ng/g with an average of 80.39 ng/g. TheΣ PAHs were dominated by 2-3 ring PAHs, accounting for 80.12% on average, thereby indicating that they mainly originated from biomass and coal combustion and/or from long-range atmospheric transportation. The three models produced consistent source apportionment results. The greatest contributor to ΣPAHs was biomass combustion, followed by coal combustion, vehicle emissions, and petrogenic sources. Moreover, the temporal variation of the common sources was well-correlated among models. The multi-method comparison and evaluation results showed that all three models were useful tools for source apportionment of PAHs, with the PMF model providing better results than the PCA-MLR and Unmix models. The temporal trends of factor contributions were verified by PAHs with different ring numbers. Significant correlations were found between the simulated concentrations of each source factor and the PAHs with different ring numbers(P<0.01), except for the petrogenic source identified by the Unmix model(P>0.05). This study can provide useful information for further investigation of source apportionment of PAHs in the sediment cores. 展开更多
关键词 Polycyclic aromatic hydrocarbons(PAHs) Source apportionment receptor models Sediment core Tibetan Plateau
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PM_(2.5) source apportionment in a French urban coastal site under steelworks emission influences using constrained non-negative matrix factorization receptor model 被引量:3
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作者 Adib Kfoury Frederic Ledoux +3 位作者 Cloe Roche Gilles Delmaire Gilles Roussel Dominique Courcot 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2016年第2期114-128,共15页
The constrained weighted-non-negative matrix factorization(CW-NMF) hybrid receptor model was applied to study the influence of steelmaking activities on PM_(2.5)(particulate matter with equivalent aerodynamic dia... The constrained weighted-non-negative matrix factorization(CW-NMF) hybrid receptor model was applied to study the influence of steelmaking activities on PM_(2.5)(particulate matter with equivalent aerodynamic diameter less than 2.5 μm) composition in Dunkerque,Northern France. Semi-diurnal PM_(2.5)samples were collected using a high volume sampler in winter 2010 and spring 2011 and were analyzed for trace metals, water-soluble ions, and total carbon using inductively coupled plasma – atomic emission spectrometry(ICP-AES),ICP- mass spectrometry(ICP-MS), ionic chromatography and micro elemental carbon analyzer. The elemental composition shows that NO_3^-, SO_4^(2-), NH_4~+and total carbon are the main PM_(2.5)constituents. Trace metals data were interpreted using concentration roses and both influences of integrated steelworks and electric steel plant were evidenced. The distinction between the two sources is made possible by the use Zn/Fe and Zn/Mn diagnostic ratios. Moreover Rb/Cr, Pb/Cr and Cu/Cd combination ratio are proposed to distinguish the ISW-sintering stack from the ISW-fugitive emissions. The a priori knowledge on the influencing source was introduced in the CW-NMF to guide the calculation. Eleven source profiles with various contributions were identified: 8 are characteristics of coastal urban background site profiles and 3 are related to the steelmaking activities. Between them,secondary nitrates, secondary sulfates and combustion profiles give the highest contributions and account for 93% of the PM_(2.5)concentration. The steelwork facilities contribute in about 2%of the total PM_(2.5)concentration and appear to be the main source of Cr, Cu, Fe, Mn, Zn. 展开更多
关键词 PM_(2.5) receptor modeling Non-negative matrix factorization Source apportionment Steelworks
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Human androgen deficiency: insights gained from androgen receptor knockout mouse models 被引量:13
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作者 Kesha Rana Rachel A Davey Jeffrey D Zajac 《Asian Journal of Andrology》 SCIE CAS CSCD 2014年第2期169-177,I0006,共10页
The mechanism of androgen action is complex. Recently, significant advances have been made into our understanding of how androgens act via the androgen receptor (AR) through the use of genetically modified mouse mod... The mechanism of androgen action is complex. Recently, significant advances have been made into our understanding of how androgens act via the androgen receptor (AR) through the use of genetically modified mouse models. A number of global and tissue-specific AR knockout (ARKO) models have been generated using the Cre-loxP system which allows tissue- and/or cell-specific deletion. These ARKO models have examined a number of sites of androgen action including the cardiovascular system, the immune and hemopoetic system, bone, muscle, adipose tissue, the prostate and the brain. This review focuses on the insights that have been gained into human androgen deficiency through the use of ARKO mouse models at each of these sites of action, and highlights the strengths and limitations of these Cre-loxP mouse models that should be considered to ensure accurate interpretation of the phenotype. 展开更多
关键词 androgen receptor androgen receptor knockout mouse model androgen deficiency
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Impact of Probiotics on Toll-like Receptor 4 Expression in an Experimental Model of Ulcerative Colitis 被引量:6
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作者 杨霞 付妤 +1 位作者 刘俊 任宏宇 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2013年第5期661-665,共5页
Toll-like receptors (TLRs) are key components of the innate immune system which trigger antimicrobial host defense responses. This study aimed to investigate the impact of probiotics (Lactoba- cillus, Bifiidobacter... Toll-like receptors (TLRs) are key components of the innate immune system which trigger antimicrobial host defense responses. This study aimed to investigate the impact of probiotics (Lactoba- cillus, Bifiidobacterium) on the expression of TLR4 and tumor necrosis factor-alpha (TNF-α in the co- lon mucosa of rat experimental ulcerative colitis model induced by trinitrobenzene sulfonic acid (TNBS)/ethanol and immune complexes. The gross and histological changes of the colonic mucosa were observed and assessed by the means-standard deviation and independent samples t-test. The pro- tein expression levels of TLR4 and TNF-α were detected by using immunohistochemistry and Westem blotting, respectively. It was revealed that there was visible infiltration of inflammatory cells, formation of crypt abscess, and the reduction of goblet cells in the colon tissue of experimental models. As com- pared with the control group, the levels of TLR4 and TNF-α protein were significantly increased in the model group (P〈0.01 for both). No significant difference was found in the expression of TLR4 and TNF-α between the two-week probiotics treatment group and the model group (P〉0.05), whereas sig- nificant reductions were shown in rats which were treated with probiotics for four weeks as compared with the model group (P〈0.01). There was no significant difference between two probiotics-treated groups. Our results implied that probiotics were likely to play a key role in protecting ulcerative colitis by reducing the inflammatory factor TNF-α expression through inhibiting the TLR4 expression in the colon tissue of experimental models. 展开更多
关键词 ulcerative colitis animal model Toll-like receptor 4 tumor necrosis factor-a trinitroben-zene sulfonic acid
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Homology Model and Ligand Binding Interactions of the Extracellular Domain of the Human α4β2 Nicotinic Acetylcholine Receptor
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作者 Shu Mao Hui Wen Ng +5 位作者 Michael Orr Heng Luo Hao Ye Weigong Ge Weida Tong Huixiao Hong 《Journal of Biomedical Science and Engineering》 2016年第1期41-100,共60页
Addiction to nicotine, and possibly other tobacco constituents, is a major factor that contributes to the difficulties smokers face when attempting to quit smoking. Amongst the various subtypes of nicotinic acetylchol... Addiction to nicotine, and possibly other tobacco constituents, is a major factor that contributes to the difficulties smokers face when attempting to quit smoking. Amongst the various subtypes of nicotinic acetylcholine receptors (nAChRs), the α4β2 subtype plays an important role in mediating the addiction process. The characterization of human α4β2-ligand binding interactions provides a molecular framework for understanding ligand-receptor interactions, rendering insights into mechanisms of nicotine addiction and may furnish a tool for efficiently identifying ligands that can bind the nicotine receptor. Therefore, we constructed a homology model of human α4β2 nAChR and performed molecular docking and molecular dynamics (MD) simulations to elucidate the potential human α4β2-ligand binding modes for eleven compounds known to bind to this receptor. Residues V96, L97 and F151 of the α4 subunit and L111, F119 and F121 of the β2 subunit were found to be involved in hydrophobic interactions while residues S153 and W154 of the α4 subunit were involved in the formation of hydrogen bonds between the receptor and respective ligands. The homology model and its eleven ligand-bound structures will be used to develop a virtual screening program for identifying tobacco constituents that are potentially addictive. 展开更多
关键词 Nicotinic Acetylcholine receptors Homology model Ligand-receptor Interactions
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The remedial effect of soluble interleukin-1 receptor type Ⅱ on endometriosis in the nude mouse model 被引量:1
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作者 Liying Gao Liang Sun +6 位作者 Yugui Cui Zhen Hou Li Gao Jing Zhou Yundong Mao Suping Han Jiayin Liu 《The Journal of Biomedical Research》 CAS 2010年第1期43-50,共8页
Objective: Recent studies have shown that the local expression of soluble interleukin (IL) -1 receptor type Ⅱ (slL-1 R Ⅱ ) in endometrial tissue of women with endometriosis is decreased, and the depression of I... Objective: Recent studies have shown that the local expression of soluble interleukin (IL) -1 receptor type Ⅱ (slL-1 R Ⅱ ) in endometrial tissue of women with endometriosis is decreased, and the depression of IL-1 R Ⅱ was more significant in infertile women than that in fertile women with endometriosis. In this research, we investigated the remedial effect of slL-1-R Ⅱ administration on endometriosis in the nude mouse model. Methods: Nineteen nude model mice with endometriosis were randomly divided into three groups: group A was treated by intraperitoneal administration with only slL-1 R Ⅱ for two weeks, group B was similarly treated with only IL- 1, and group C (control) was administered saline. After 2 weeks, the size of the ectopic endometrial lesions was calculated, and the expression of vascular endothelial growth factor (VEGF) and B-cell lymphoma leukemia-2 (Bcl- 2) were detected by immunohistochemistry. The IL-8 and VEGF levels in the peritoneal fluid (PF) and serum were also measured by enzyme-linked immunosorbent assay (ELISA). Results: The mean size of ectopic endometrial lesion did not differ between the three groups (P 〉 0.05). Compared with the control, the expression of VEGF and Bcl-2 was significantly lower in group A, and higher in group B. In the three groups, the levels of IL-8 in the PF and serum were highest in group A, and lowest in group B. Conclusion: slL-1 R Ⅱ may suppresse hyperplasia of ectopic endometriosis, perhaps by reducing the expression of certain cytokines, such as VEGF, IL-8, and Bcl-2, which could provide a new clinical strategy for the treatment of endometriosis. 展开更多
关键词 INTERLEUKIN-1 solubleinterleukin-1 receptor type ENDOMETRIOSIS nude mouse model
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Administration of soluble activin receptor 2B increases bone and muscle mass in a mouse model of osteogenesis imperfecta 被引量:1
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作者 Douglas J DiGirolamo Vandana Singhal +2 位作者 Xiaoli Chang Se-Jin Lee Emily L Germain-Lee 《Bone Research》 SCIE CAS CSCD 2015年第1期40-45,共6页
Osteogenesis imperfecta(OI) comprises a group of heritable connective tissue disorders generally defined by recurrent fractures, low bone mass, short stature and skeletal fragility. Beyond the skeletal complications... Osteogenesis imperfecta(OI) comprises a group of heritable connective tissue disorders generally defined by recurrent fractures, low bone mass, short stature and skeletal fragility. Beyond the skeletal complications of OI,many patients also report intolerance to physical activity, fatigue and muscle weakness. Indeed, recent studies have demonstrated that skeletal muscle is also negatively affected by OI, both directly and indirectly. Given the well-established interdependence of bone and skeletal muscle in both physiology and pathophysiology and the observations of skeletal muscle pathology in patients with OI, we investigated the therapeutic potential of simultaneous anabolic targeting of both bone and skeletal muscle using a soluble activin receptor 2B(ACVR2B) in a mouse model of type Ⅲ OI(oim). Treatment of 12-week-old oim mice with ACVR2 B for 4 weeks resulted in significant increases in both bone and muscle that were similar to those observed in healthy,wild-type littermates. This proof of concept study provides encouraging evidence for a holistic approach to treating the deleterious consequences of OI in the musculoskeletal system. 展开更多
关键词 BONE Administration of soluble activin receptor 2B increases bone and muscle mass in a mouse model of osteogenesis imperfecta
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Molecular Characterization, 3D Modeling of Grass Carp Interleukin-10 Receptor 1 (IL10R1)
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作者 He Wei Shangnian Wang +2 位作者 Lei Qin Xinyan Wang Hong Zhou 《Engineering(科研)》 2013年第10期214-219,共6页
Interleukin-10 (IL-10) is an important cytokine that plays a pivotal role in natural and adaptive immune systems. However, in lower vertebrates, especially in teleost the receptor of this cytokine is still largely unk... Interleukin-10 (IL-10) is an important cytokine that plays a pivotal role in natural and adaptive immune systems. However, in lower vertebrates, especially in teleost the receptor of this cytokine is still largely unknown. This paper described the cloning and characterization of grass carp interleukin-10 receptor 1 (gcIL10R1) and the 3D structure of its extracellular domain was predicted. The gcIL10R1 cDNA included 180 bp5’ untranslated region (UTR), 870 bp3’ UTR and an open reading frame (ORF) of 1632 bp. The ORF was found to encode a 543 amino acid protein with a putative JAK1 binding site, one STAT3 binding site. The phylogenetic analysis clusters gcIL10R1 with other teleost IL10R1s but independently of the amphibian, avian and mammalian IL10R1s. The 3D structure of its extracellular domain was the first homology model of a fish IL10R1 that revealed a high similarity with its mammalian and avian counterparts. 展开更多
关键词 GRASS CARP INTERLEUKIN-10 receptor 1 Structure Characterization 3D modeling
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Neuroactive alkaloids that modulate the neuronal nicotinic receptor and provide neuroprotection in an Alzheimer's disease model:the case of Teline monspessulana
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作者 Jorge Fuentealba Francisco Saez-Orellana 《Neural Regeneration Research》 SCIE CAS CSCD 2014年第21期1880-1881,共2页
Despite the advances in combinatorial or synthetic chemis- try and bioinformatics, recent literature has demonstrated the relevance of nature and biomass as a source of new molecules to treat different pathologies, i.... Despite the advances in combinatorial or synthetic chemis- try and bioinformatics, recent literature has demonstrated the relevance of nature and biomass as a source of new molecules to treat different pathologies, i.e., bioactive com- pounds obtained from Ecteinascidia turbinate to treat some types of cancer or rapamycin from Streptomyces hygroscop- icus to prevent organ rejection after transplant. This trend will continue simply due to the fact that Mother Nature has been synthesizing molecules for millions of years. In our lab- oratory, we have characterized several compounds obtained from natural sources and that possess important neuronal effects, 展开更多
关键词 Neuroactive alkaloids that modulate the neuronal nicotinic receptor and provide neuroprotection in an Alzheimer’s disease model CASE
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Design of N-11-Azaartemisinins Potentially Active against Plasmodium falciparum by Combined Molecular Electrostatic Potential, Ligand-Receptor Interaction and Models Built with Supervised Machine Learning Methods
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作者 Jeferson Stiver Oliveira de Castro José Ciríaco Pinheiro +5 位作者 Sílvia Simone dos Santos de Morais Heriberto Rodrigues Bitencourt Antonio Florêncio de Figueiredo Marcos Antonio Barros dos Santos Fábio dos Santos Gil Ana Cecília Barbosa Pinheiro 《Journal of Biophysical Chemistry》 CAS 2023年第1期1-29,共29页
N-11-azaartemisinins potentially active against Plasmodium falciparum are designed by combining molecular electrostatic potential (MEP), ligand-receptor interaction, and models built with supervised machine learning m... N-11-azaartemisinins potentially active against Plasmodium falciparum are designed by combining molecular electrostatic potential (MEP), ligand-receptor interaction, and models built with supervised machine learning methods (PCA, HCA, KNN, SIMCA, and SDA). The optimization of molecular structures was performed using the B3LYP/6-31G* approach. MEP maps and ligand-receptor interactions were used to investigate key structural features required for biological activities and likely interactions between N-11-azaartemisinins and heme, respectively. The supervised machine learning methods allowed the separation of the investigated compounds into two classes: cha and cla, with the properties ε<sub>LUMO+1</sub> (one level above lowest unoccupied molecular orbital energy), d(C<sub>6</sub>-C<sub>5</sub>) (distance between C<sub>6</sub> and C<sub>5</sub> atoms in ligands), and TSA (total surface area) responsible for the classification. The insights extracted from the investigation developed and the chemical intuition enabled the design of sixteen new N-11-azaartemisinins (prediction set), moreover, models built with supervised machine learning methods were applied to this prediction set. The result of this application showed twelve new promising N-11-azaartemisinins for synthesis and biological evaluation. 展开更多
关键词 Antimalarial Design MEP Ligand-receptor Interaction Supervised Machine Learning Methods models Built with Supervised Machine Learning Methods
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Expression of metabotropic glutamate receptor 1a in a rat cortical neuronal model of in vitro mechanical injury and the effects of its competitive antagonist (RS)-1-aminoindan-1,5-dicarboxylic acid
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作者 Fei Cao Mantao Chen +3 位作者 Xiujue Zheng Gu Li Liang Wen Xiaofeng Yang 《Neural Regeneration Research》 SCIE CAS CSCD 2011年第28期2176-2182,共7页
The present study established a rat cortical neuronal model of in vitro mechanical injury. At 30 minutes after injury, the survival rate of the injured cortical neurons was decreased compared with normal neurons, and ... The present study established a rat cortical neuronal model of in vitro mechanical injury. At 30 minutes after injury, the survival rate of the injured cortical neurons was decreased compared with normal neurons, and was gradually decreased with aggravated degree of injury. Reverse transcription-polymerase chain reaction results showed that at 1 hour after injury, there was increased expression of metabotropic glutamate receptor la in cortical neurons. Immunohistochemical staining results showed that at 30 minutes after injury, the number of metabotropic glutamate receptor 1a-positive cells increased compared with normal neurons. At 12 hours after injury, lactate dehydrogenase activity in the (RS)-l-aminoindan-1, 5-dicarboxylic acid (AIDA)-treated injury neurons was si[jnificantly decreased than that in the pure injury group. At 1 hour after injury, intracellular free Ca"+ concentration was markedly decreased in the AIDA-treated injury neurons than that in the pure injury neurons. These findings suggest that after mechanical injury to cortical neurons, metabotropic glutamate receptor la expression increased. The resulting increase in intracellular free Ca2+ concentration was blocked by AIDA, indicating that AIDA exhibits neuroprotective effects after mechanical injury. 展开更多
关键词 brain injury mechanical injury model in vitro metabotropic glutamate receptor la (RS)-l-aminoindan-1 5-dicarboxylic acid neural regeneration
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基于正定矩阵因子分解模型的污染源解析研究进展及应用前景
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作者 黎海涛 朱心宇 施加春 《环境污染与防治》 北大核心 2025年第1期121-129,共9页
通过对最近10年间(2012—2022年)国内外文献资料检索分析,对正定矩阵因子分解(PMF)模型在环境污染源解析中的研究进行了全面梳理归纳,通过对PMF模型在不同受体和研究对象的污染源解析中应用结果的比较分析,提出了该模型应用存在的缺陷... 通过对最近10年间(2012—2022年)国内外文献资料检索分析,对正定矩阵因子分解(PMF)模型在环境污染源解析中的研究进行了全面梳理归纳,通过对PMF模型在不同受体和研究对象的污染源解析中应用结果的比较分析,提出了该模型应用存在的缺陷及其未来应用前景展望,可为将来更精准的环境污染源解析研究提供科学依据。当前,PMF模型在国内主要应用于大气和土壤等介质中的颗粒物、重金属和有机物等污染源解析,而国外则相对更多集中应用于大气颗粒物源解析。分析发现PMF模型获得的源分析结果与主成分分析法(PCA)、化学质量平衡法(CMB)和Unmix等方法不同,主要区别是对不确定性参数采用了不同取值方法,其次是对原始数据中的不确定性的反映存在不同。综上所述,PMF模型已经在大气颗粒物、土壤重金属和多环芳烃(PAHs)等的应用中相对广泛,但其在其他环境介质中的除上述讨论污染物以外的源解析中仍需要进一步深入探究。 展开更多
关键词 污染源解析 受体模型 PMF模型 研究进展 应用前景
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通过机器学习探究外周血相关指标对非小细胞肺癌EGFR突变及预后的预测价值研究
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作者 付书磊 温少迪 +3 位作者 张佳强 杜晓月 李茹 沈波 《中国肺癌杂志》 北大核心 2025年第2期105-113,共9页
背景与目的 表皮生长因子受体(epidermal growth factor receptor, EGFR)敏感突变是非小细胞肺癌(non-small cell lung cancer, NSCLC)靶向治疗的有效靶点之一。然而,由于部分原发组织难以获取及部分经济欠发达地区经济因素,部分患者无... 背景与目的 表皮生长因子受体(epidermal growth factor receptor, EGFR)敏感突变是非小细胞肺癌(non-small cell lung cancer, NSCLC)靶向治疗的有效靶点之一。然而,由于部分原发组织难以获取及部分经济欠发达地区经济因素,部分患者无法进行传统基因检测。本研究旨在利用非侵入性的外周血指标,建立机器学习(machine learning, ML)模型,探索NSCLC中与EGFR突变状态密切相关的生物标志物,并评估其在预后中的潜在价值。方法 回顾性地收集2016年11月至2023年5月就诊于江苏省肿瘤医院的2642例肺癌患者的临床指标,将有完整随访数据的175例NSCLC患者纳入研究。根据外周血指标构建ML模型,按照8:2的比例分为训练集和测试集。采用无监督学习算法对血液特征进行聚类,使用互信息法进行特征筛选,并设计基于Shapley值的集成学习算法,计算每个特征对于模型预测结果的贡献程度。使用受试者工作特征(receiver operating characteristic, ROC)曲线对模型预测能力进行评估。结果 通过基于Shapley值的可解释ML模型的特征提取和对预测结果的贡献度分析,筛选出前10个贡献度最高的指标,分别为:病理类型、磷、嗜酸性粒细胞、单核细胞计数、活化部分凝血活酶时间、钾、总胆红素、钠、嗜酸性粒细胞百分比及总胆固醇。本研究模型的曲线下面积(area under the curve, AUC)为0.80。此外,低血钠及病理类型为鳞癌组的患者预后较差(P<0.05)。结论 本研究构建的可解释的模型为NSCLC患者EGFR突变状态的预测提供了新方法,这对无法进行基因检测的患者的诊疗提供了较为科学的依据。 展开更多
关键词 肺肿瘤 表皮生长因子受体 机器学习 预测模型
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成纤维细胞生长因子受体1 抑制剂对胶原诱导关节炎模型大鼠骨破坏的影响 被引量:1
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作者 韩海慧 孟晓辉 +3 位作者 徐博 冉磊 施杞 肖涟波 《中国组织工程研究》 CAS 北大核心 2025年第5期968-977,共10页
背景:课题组前期的研究表明靶向成纤维细胞生长因子受体1(fibroblast growth factor receptor 1,FGFR1)可能是治疗类风湿性关节炎的有效靶点。目的:探讨FGFR1抑制剂(PD173074)对胶原诱导关节炎模型大鼠骨破坏的影响。方法:将25只雌性SD... 背景:课题组前期的研究表明靶向成纤维细胞生长因子受体1(fibroblast growth factor receptor 1,FGFR1)可能是治疗类风湿性关节炎的有效靶点。目的:探讨FGFR1抑制剂(PD173074)对胶原诱导关节炎模型大鼠骨破坏的影响。方法:将25只雌性SD大鼠随机分为5组,正常对照组、模型组、甲氨蝶呤组、PD173074低剂量组、PD173074高剂量组。除正常对照组外,其余各组大鼠建立Ⅱ型胶原诱导关节炎模型。造模成功后正常组及模型组大鼠腹腔注射无菌PBS,甲氨蝶呤组药物注射剂量为1.04 mg/kg,PD173074低剂量组和高剂量组药物注射剂量分别为5,20 mg/kg,1次/周。给药4周后取材,观察大鼠临床症状以及关节肿胀情况,踝关节Micro-CT三维重建及分析,观察踝关节病理变化,检测关节周围血管生成情况及核因子κB受体活化因子配体的表达,检测关节滑膜中p-FGFR1、血管内皮生长因子A、抗酒石酸酸性磷酸酶的表达,观察肝、脾、肾病理变化并计算肝、脾、肾指数。结果与结论:①PD173074能够减轻模型大鼠踝关节临床症状及关节肿胀,延缓骨质丢失,改善骨结构,减轻关节滑膜侵袭以及软骨骨侵蚀,降低关节周围破骨细胞数量,抑制关节滑膜组织中的血管生成,降低核因子κB受体活化因子配体的表达,抑制FGFR1磷酸化蛋白、抗酒石酸酸性磷酸酶和血管内皮生长因子A的蛋白表达。②大鼠肝、脾、肾病理观察表明经过PD173074治疗后无明显的毒副作用。③研究证明了FGFR1抑制剂能够延缓Ⅱ型胶原诱导关节炎模型大鼠关节炎症及骨破坏的进展,并抑制血管的生成。初步验证了PD173074在Ⅱ型胶原诱导关节炎模型中的治疗作用,其可能是通过抑制FGFR1磷酸化发挥作用,为寻找类风湿性关节炎新的治疗靶点提供了方向。 展开更多
关键词 类风湿关节炎 PD173074 成纤维细胞生长因子受体1 胶原诱导型关节炎 动物模型 骨破坏 血管生成
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神经复元方通过激活雄激素受体介导下游信号通路保护大鼠受损海马神经元的研究
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作者 廖婧彤 李文涛 +1 位作者 潘公益 蔡丽 《上海中医药杂志》 2025年第2期80-85,共6页
目的探究神经复元方通过激活雄激素受体(AR)介导长链非编码RNA生长停滞特异性转录因子5(LncRNA GAS5)调控轴影响下游相关信号通路,从而治疗卒中后抑郁(PSD)的可能机制。方法取新生大鼠的海马组织,分离出原代大鼠海马神经元。对SD大鼠给... 目的探究神经复元方通过激活雄激素受体(AR)介导长链非编码RNA生长停滞特异性转录因子5(LncRNA GAS5)调控轴影响下游相关信号通路,从而治疗卒中后抑郁(PSD)的可能机制。方法取新生大鼠的海马组织,分离出原代大鼠海马神经元。对SD大鼠给予神经复元方灌胃处理,分离血清,获得空白血清和含药血清,检测确定空白血清和含药血清的最佳处理浓度。使用100μmol/L的过氧化氢(H2O2)对大鼠海马神经元细胞处理致损伤,得到损伤模型。分做2个子实验分析验证:①子实验Ⅰ分为损伤模型+空白血清组、损伤模型+AR激动剂组、损伤模型+含药血清组、损伤模型+含药血清+AR抑制剂组4组,利用Western blot法检测各组磷酸化蛋白激酶B(p-Akt)/蛋白激酶B(Akt)、磷酸化磷脂酰肌醇3-激酶(p-PI3K)/磷脂酰肌醇3-激酶(PI3K)、脑源性神经营养因子(BDNF)、酪氨酸激酶B受体(TrkB)的蛋白表达;②子实验Ⅱ分为空白血清组、损伤模型+空白血清组、损伤模型+含药血清组3组,利用RNA免疫沉淀(RIP)法检测AR蛋白与LncRNA GAS5基因的互作关系。结果①在p-Akt/Akt、p-PI3K/PI3K、BDNF、TrkB的蛋白表达方面,与损伤模型+空白血清组比较,损伤模型+AR激动剂组和损伤模型+含药血清组上述蛋白显著上升(P<0.05);与损伤模型+含药血清组比较,损伤模型+含药血清+AR抑制剂组上述蛋白显著下降(P<0.05)。②RIP结果显示,AR蛋白与LncRNA GAS5基因存在互作,LncRNA GAS5基因在调节AR的表达及其信号通路中扮演着重要的负向调控作用。结论神经复元方对H2O2诱导的SD大鼠海马神经元损伤有一定修复作用,其部分作用机制可能是神经复元方通过激活AR介导GAS5调控轴从而激活BDNF/TrkB/PI3K/Akt通路。 展开更多
关键词 卒中后抑郁 神经复元方 海马神经元 雄激素受体 大鼠模型 中药研究
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肝螺杆菌感染引起VDR^(-/-)小鼠炎性肠病相关肠纤维化模型的建立及机制探讨
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作者 吴志浩 曹舒扬 周正宇 《实验动物与比较医学》 2025年第1期37-46,共10页
目的利用肝螺杆菌(Helicobacter hepaticus,H.hepaticus)致维生素D受体(vitamin D receptor,VDR)缺陷小鼠肠纤维化,构建炎性肠病模型,初步探究其病理特征及发病机制。方法用2×10^(8)CFU的H.hepaticus菌液灌胃野生型和VDR^(-/-)雄... 目的利用肝螺杆菌(Helicobacter hepaticus,H.hepaticus)致维生素D受体(vitamin D receptor,VDR)缺陷小鼠肠纤维化,构建炎性肠病模型,初步探究其病理特征及发病机制。方法用2×10^(8)CFU的H.hepaticus菌液灌胃野生型和VDR^(-/-)雄性小鼠各5只(分别命名为WT和VDR^(-/-)小鼠感染组),隔天1次,连续3次;同时设立未感染对照组,即野生型和VDR^(-/-)雄性小鼠各5只,灌胃等体积PBS。最后一次灌胃后第7天检测小鼠感染情况,确认感染后每周称量1次小鼠体重。于确认感染后第16周时剖检小鼠,采集并测量结肠组织长度,取粪便检测含水量;将结肠组织分成4份,一份做石蜡切片用于HE、阿尔辛蓝-过碘酸希夫(alcian blue-periodic acid Schiff,AB-PAS)、Masson和免疫组织化学染色,一份提取DNA后使用实时荧光定量PCR(real-time fluorescent quantitative polymerase chain reaction,RFQ-PCR)检测H.hepaticus定植水平以判断感染效果,一份提取RNA后采用反转录PCR(reverse transcription-PCR,RT-PCR)法检测细胞因子表达情况,另一份提取蛋白后采用蛋白质印迹法检测α-平滑肌肌动蛋白(alpha smooth muscle actin,α-SMA)和白细胞介素(interleukin,IL)-33表达水平。结果所有感染组小鼠经灌胃3次后均成功感染H.hepaticus。与VDR^(-/-)小鼠未感染对照组相比,VDR^(-/-)小鼠感染H.hepaticus 16周后体重明显减轻(P<0.05),并出现肠道出血情况,粪便含水量显著多于未感染对照组和WT小鼠感染组(P<0.05)。与WT小鼠感染组相比,VDR^(-/-)小鼠感染组的结肠组织经HE染色显示炎性细胞浸润,AB-PAS染色显示肠腺萎缩不规则、腺泡减少,Masson染色显示胶原面积增多。RT-PCR显示VDR^(-/-)小鼠感染组的结肠组织中IL-6、IL-33、肿瘤坏死因子-α(tumor necrosis factor-α,TNF-α)和α-SMA等炎症及纤维化相关基因的转录水平比WT小鼠感染组明显升高(P<0.0001);免疫组织化学法和蛋白质印迹结果显示IL-33和α-SMA蛋白表达水平也明显增多(P<0.001)。结论VDR^(-/-)小鼠感染H.hepaticus后表现为更严重的炎症反应,出现黏膜炎性浸润、黏膜组织功能受损、胶原沉积等病变,提示炎性肠病模型构建成功。进一步研究发现VDR缺陷可能通过影响IL-33表达加剧了炎性肠病相关的肠纤维化进程。 展开更多
关键词 肝螺杆菌 肠纤维化 炎性肠病模型 维生素D受体 小鼠
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Soluble mannose receptor as a predictor of prognosis of hepatitis B virus-related acute-on-chronic liver failure 被引量:10
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作者 Tai-Ping Li Shi-He Guan +3 位作者 Qin Wang Li-Wen Chen Kai Yang Hao Zhang 《World Journal of Gastroenterology》 SCIE CAS 2019年第37期5667-5675,共9页
BACKGROUND Hepatitis B virus-related acute-on-chronic liver failure(HBV-ACLF)is a syndrome with a high short-term mortality rate,and it is crucial to identify those patients at a high mortality risk clinically.AIM To ... BACKGROUND Hepatitis B virus-related acute-on-chronic liver failure(HBV-ACLF)is a syndrome with a high short-term mortality rate,and it is crucial to identify those patients at a high mortality risk clinically.AIM To investigate the clinical value of soluble mannose receptor(sMR)in predicting the 90-day mortality of HBV-ACLF patients.METHODS A total of 43 patients were diagnosed with HBV-ACLF between October 2017 and October 2018 at the Second Hospital of Anhui Medical University,and all of them were enrolled in this retrospective study.Their serum sMR levels were determined using an enzyme-linked immunosorbent assay.Demographic and clinical data,including gender,age,albumin level,total bilirubin(TBIL)level,international normalized ratio,HBV-DNA level,HBV serological markers,procalcitonin level,interleukin-6 level,and model for end-stage liver disease(MELD)score were accessed at the time of diagnosis of HBV-ACLF.A multivariate logistic regression analysis was used to analyze the independent risk factors for mortality.RESULTS Serum sMR level was significantly increased in HBV-ACLF patients compared with chronic hepatitis B patients and healthy controls(P<0.01).When compared with surviving patients,it was higher in those patients who succumbed to HBVACLF(P<0.05).Serum sMR level was positively correlated with MELD score(rs=0.533,P=0.001),HBV-DNA level(rs=0.497,P=0.022),and TBIL level(rs=0.894,P<0.001).Serum sMR level(odds ratio=1.007,95%confidence interval:1.004–1.012,P=0.001)was an independent risk factor for the 90-day mortality in the HBV-ACLF cases.The patients with HBV-ACLF were stratified into two groups in accordance with their serum sMR levels at the baseline(low risk:<99.84 pg/mL and high risk:≥99.84 pg/mL).The 90-day mortality rates were 27.3%in the low-risk group and 87.5%in the high-risk group.Furthermore,sMR level apparently improved the performance of MELD score for predicting the prognosis of patients with HBV-ACLF.CONCLUSION Serum sMR level may be a predictor of the prognosis of HBV-ACLF patients. 展开更多
关键词 Acute-on-chronic LIVER failure MANNOSE receptor model for END-STAGE LIVER disease PROGNOSIS Risk factor
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The Relationship of the Expression of Estrogen Receptor in Cartilage Cell and Osteoarthritis Induced by Bilateral Ovariectomy in Guinea Pig 被引量:4
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作者 戴国锋 李建民 +2 位作者 刘新雨 刘巧惠 刘春梅 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2005年第6期683-686,共4页
To investigate the estrogen receptor(ER) expression in cartilage cell in the development of oste0arthritis induced by bilateral ovariectomy in guinea pig and to find their relationship. 30 two-month-old female guine... To investigate the estrogen receptor(ER) expression in cartilage cell in the development of oste0arthritis induced by bilateral ovariectomy in guinea pig and to find their relationship. 30 two-month-old female guinea pigs were randomly divided into two groups (n=15 each) : sham operation (control)group and ovariectomized group (OVX); Scanning electorne microscope (SEM) and transmission electron microscope (TEM) were obtained to analysis the cartilage degeneration of the hind limb knee joint after 6 and 12 weeks of ovariectomy. Dextran-Coated-Charcoal (DCC) was taken to quantitively detect the expression of ER. The serum levels of estrogen and gestone were detected by immune contest assay. The results showed that ER do exist in the cartilages of the guinea pigs, with higher expression in the control group than in OVX group at the same time point (P〈0. 05). It was increased also at 12 th week after operation than that of preoperation. The blood serum levels of estrogen and gestone showed a similar tendency to the expression of ER. Joint cartilage degeneration detected by SEM and TEM could be found at 6 th week, but severe degenerative lesions at 12 th week in the OVX group compared with the control group (P〈0.01). The data suggested that bilateral ovariectomy in guinea pig lead to severe os.teoarthritis which mighgt be related to the lower serum level of estrogen and the downregulation of the expression of ER in the cartilage also. 展开更多
关键词 OSTEOARTHRITIS ESTROGEN estrogen receptor animal model
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