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基于兴趣度与类型因子的高校图书推荐算法 被引量:16
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作者 李澎林 洪之渊 李伟 《浙江工业大学学报》 CAS 北大核心 2019年第4期425-429,共5页
针对高校图书馆读者评分系统缺失和读者之间借阅重合率低而导致兴趣度矩阵稀疏的问题,提出了一种基于兴趣度模型与类型因子的高校图书推荐算法。该算法建立了一种读者兴趣度模型用来模拟读者对图书的偏好程度,并使用类型因子作为图书相... 针对高校图书馆读者评分系统缺失和读者之间借阅重合率低而导致兴趣度矩阵稀疏的问题,提出了一种基于兴趣度模型与类型因子的高校图书推荐算法。该算法建立了一种读者兴趣度模型用来模拟读者对图书的偏好程度,并使用类型因子作为图书相似性的权重填补兴趣度矩阵中缺失的兴趣度值,最终通过基于用户的协同过滤算法得到目标读者的Top-N推荐列表。实验表明:改进的兴趣度模型比未改进的兴趣度模型算法的推荐效果更好,而且使用类型因子权重比图书名称分词权重的推荐效果也更好。该算法为高校智慧图书馆的建立提供了理论基础。 展开更多
关键词 图书推荐 兴趣度模型 矩阵稀疏 类型因子
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香格里拉森林人为干扰因子类型分析及管理对策 被引量:1
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作者 许慧敏 张劲峰 +1 位作者 向红梅 郭华 《山东林业科技》 2008年第2期1-3,共3页
通过对香格里拉县森林人为干扰因子调查,并结合对森林周边典型社区进行农户访谈、跟踪调查、社会经济文化调查,表明人为干扰因子类型主要有放牧、房屋建材砍伐、木材砍伐、薪材采集、积肥、非木材林产品采集及旅游开发等。在对人为干扰... 通过对香格里拉县森林人为干扰因子调查,并结合对森林周边典型社区进行农户访谈、跟踪调查、社会经济文化调查,表明人为干扰因子类型主要有放牧、房屋建材砍伐、木材砍伐、薪材采集、积肥、非木材林产品采集及旅游开发等。在对人为干扰因子分析的基础上,结合当地实际提出了相应的管理对策。 展开更多
关键词 香格里拉 人为干扰因子类型 管理对策
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多元素组合异常向R型因子分析因子矿化类型转化的分析应用
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作者 时建民 石绍山 +2 位作者 李飞 江山 时哲 《地质与资源》 CAS 2017年第1期38-50,共13页
利用多元素组合异常指示元素平均值与大兴安岭森林沼泽区水系沉积物地球化学元素丰度值的差,以及与其所在地球化学子区元素变化系数的乘积关系,度量多元素组合异常指示元素在成矿地质作用中的聚集变化强度;计算多元素组合异常元素变化... 利用多元素组合异常指示元素平均值与大兴安岭森林沼泽区水系沉积物地球化学元素丰度值的差,以及与其所在地球化学子区元素变化系数的乘积关系,度量多元素组合异常指示元素在成矿地质作用中的聚集变化强度;计算多元素组合异常元素变化强度的和,对多元素组合异常进行元素变化强度和的评序,遴选主要组合异常.利用多元素组合异常指示元素蕴涵R型因子分析因子结构组合元素矿化类型的意义,判别多元素组合异常因子矿化类型.依据主要组合异常分布、因子矿化类型以及与测区物探、遥感解译线性、环形构造的关系,建立测区主要组合异常聚集带、聚集区.依照主攻矿种元素、相应主要组合异常因子矿化类型信息和相关成矿地质理论,开展测区多元素组合异常优中选优的找矿验证工作. 展开更多
关键词 多元素组合异常 因子分析 因子矿化类型 瓦拉干 大兴安岭地区
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常绿阔叶林退化群落的物种多样性特征及影响因子分析 被引量:2
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作者 方晓峰 王希华 +1 位作者 陈卫娟 严晓 《华东师范大学学报(自然科学版)》 CAS CSCD 北大核心 2006年第6期91-97,116,共8页
由于土地利用方式改变以及人为砍伐等多种原因的共同作用,导致我国各地的常绿阔叶林均发生了不同程度的退化.本项研究从物种多样性角度出发,首先对浙江天童常绿阔叶林及其退化群落的α多样性进行了对比,进而利用逐步回归的方法,从9种可... 由于土地利用方式改变以及人为砍伐等多种原因的共同作用,导致我国各地的常绿阔叶林均发生了不同程度的退化.本项研究从物种多样性角度出发,首先对浙江天童常绿阔叶林及其退化群落的α多样性进行了对比,进而利用逐步回归的方法,从9种可能影响该地区物种多样性的因子:海拔、坡度、坡向、用地类型、土层厚度、人类干扰强度、与自然植被的距离、同主要道路的距离以及距离村庄远近中,筛选出主要因子,并分析了它们对物种多样性的影响.结果表明:(1)常绿阔叶林的α多样性要显著高于退化群落;(2)对退化群落物种丰富度影响较显著的因子主要是:土层厚度、到自然植被的距离以及用地类型.其中物种丰富度与土层厚度呈正相关,与到自然植被的距离呈负相关,而废弃的人工果园、用材林中植被的物种丰富度相对另两类用地类型要高.(3)通过把前述9个因素划分为生境、景观、人类干扰三大类型后可以发现,它们对退化群落物种丰富度的作用大小存在明显差异.三大类因素对退化群落总体的物种多样性都有显著影响;对于退化的针叶林来说,主要的影响因子是生境和人类干扰;而就退化的灌丛而言,则主要是生境因素. 展开更多
关键词 退化群落 物种多样性 多元逐步回归 环境和用地类型因子
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基于项目类型的群组推荐方法 被引量:6
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作者 宣鹏程 唐彦 王汪送 《电子测量技术》 2019年第7期54-58,共5页
近年来,群组推荐吸引了大量研究人员的关注。针对群组推荐中融合策略的不足而导致群组推荐结果准确率低的问题,提出了一种新的基于项目类型的方法来改进偏好融合策略,以此提高推荐结果的准确性。通过引入项目类型占比因子并计算群组类... 近年来,群组推荐吸引了大量研究人员的关注。针对群组推荐中融合策略的不足而导致群组推荐结果准确率低的问题,提出了一种新的基于项目类型的方法来改进偏好融合策略,以此提高推荐结果的准确性。通过引入项目类型占比因子并计算群组类型偏好和用户类型偏好之间的类型相似性,同时提出了评分融合公式来预测群组的最终项目分数,从而改进偏好融合策略。最后,在Movielens数据集上进行实验并将本文方法与几种经典的群组推荐方法进行比较。结果表明,本文方法比传统基线方法具有更高的准确率。 展开更多
关键词 群组推荐 协同过滤 项目类型占比因子 偏好融合策略
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一种四参数的光伏组件在线故障诊断方法 被引量:32
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作者 王元章 李智华 吴春华 《中国电机工程学报》 EI CSCD 北大核心 2014年第13期2078-2087,共10页
分析光伏组件在短路、异常老化状态下的输出特性,提出一种基于开路电压、短路电流、最大功率点电压和电流四参数的光伏组件在线诊断短路及异常老化故障的方法。建立了故障类型因子K,通过比较K与标准值的差异判断组件是否存在短路和异常... 分析光伏组件在短路、异常老化状态下的输出特性,提出一种基于开路电压、短路电流、最大功率点电压和电流四参数的光伏组件在线诊断短路及异常老化故障的方法。建立了故障类型因子K,通过比较K与标准值的差异判断组件是否存在短路和异常老化故障。发生故障即可进行在线故障程度分析和预警:短路故障时,利用神经网络方法诊断组件中电池短路的块数;异常老化故障时,利用填充因子值获得组件老化程度。仿真及实验结果显示该方法具有较高的准确率,证明了方法的可行性和有效性。 展开更多
关键词 光伏组件 在线诊断 异常老化 神经网络 故障类型因子
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番茄冷诱导基因SlCMYB1的克隆及其在水稻中异源表达研究 被引量:13
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作者 张欣 程治军 +2 位作者 林启冰 王久林 万建民 《作物学报》 CAS CSCD 北大核心 2011年第4期587-594,共8页
从番茄中克隆了一个编码MYB转录因子家族R2R3-MYB亚类基因SlCMYB1。不同逆境胁迫下的表达模式分析结果表明,该基因受低温、高盐、干旱和ABA胁迫诱导表达。洋葱表皮亚细胞定位研究表明,SlCMYB1为核定位蛋白。为深入了解SlCMYB1基因与非... 从番茄中克隆了一个编码MYB转录因子家族R2R3-MYB亚类基因SlCMYB1。不同逆境胁迫下的表达模式分析结果表明,该基因受低温、高盐、干旱和ABA胁迫诱导表达。洋葱表皮亚细胞定位研究表明,SlCMYB1为核定位蛋白。为深入了解SlCMYB1基因与非生物逆境应答的关系,我们构建了SlCMYB1基因过表达载体来转化水稻,获得了16个转基因水稻株系。SlCMYB1在水稻中异源表达能显著提高转基因水稻植株的苗期抗冷性,增加脯氨酸合成的关键酶基因OsP5CS1,膜转运蛋白基因OsWCOR413等低温胁迫应答基因的表达水平,这暗示着SlCMYB1与OsP5CS1、OsWCOR413基因处于同一低温调控信号转导路径。本研究结果为通过遗传工程操控低温信号通路的方法改良冷敏感植物抗冷性提供了理论基础。 展开更多
关键词 R2R3-类型MYB转录因子 SlCMYB1 水稻 抗冷性
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黄瓜枯萎病生物防治研究进展 被引量:5
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作者 陈海龙 《现代农业科技》 2014年第18期160-160,共1页
对黄瓜枯萎病生物防治研究进展进行综述,包括其生物防治因子类型、作用机制等内容,以为研究者提供借鉴。
关键词 黄瓜枯萎病 生物防治 因子类型 作用机制
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生态城市绿道系统规划方法初探——以洛阳市为例 被引量:1
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作者 石悦 李冰 葛红洋 《建设科技》 2016年第13期57-60,共4页
绿道系统对可持续交通模式的形成、城市生态环境的改善以及城市绿地结构的提升具有重要作用。本文以绿道支撑要素类型与因子分析为基础,构建洛阳市绿道备选线网综合评价图,提出"大绿道"理念融合安全格局绿道、通风绿道、特色... 绿道系统对可持续交通模式的形成、城市生态环境的改善以及城市绿地结构的提升具有重要作用。本文以绿道支撑要素类型与因子分析为基础,构建洛阳市绿道备选线网综合评价图,提出"大绿道"理念融合安全格局绿道、通风绿道、特色绿道和休闲绿道,将绿道与培养绿色出行、保护生态环境、带动开发空间和连接重要节点有机结合,塑造一个与城市"互动"、与市民"亲近"的洛阳市绿道系统,初步探索了生态城市的绿道系统规划方法。 展开更多
关键词 生态城市 绿道规划 支撑要素类型因子 线网评价
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Liver insulin-like growth factor 2 methylation in hepatitis C virus cirrhosis and further occurrence of hepatocellular carcinoma 被引量:6
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作者 Philippe Couvert Alain Carrié +8 位作者 Jacques Pariès Jenny Vaysse Audrey Miroglio Antoine Kerjean Pierre Nahon Jamel Chelly Jean-Claude Trinchet Michel Beaugrand Nathalie Ganne-Carrié 《World Journal of Gastroenterology》 SCIE CAS CSCD 2008年第35期5419-5427,共9页
AIM: To assess the predictive value of the insulinlike growth factor 2 (Igf2) methylation profile for the occurrence of Hepatocellular Carcinoma (HCC) in hepatitis C (HCV) cirrhosis. METHODS: Patients with: (1) biopsy... AIM: To assess the predictive value of the insulinlike growth factor 2 (Igf2) methylation profile for the occurrence of Hepatocellular Carcinoma (HCC) in hepatitis C (HCV) cirrhosis. METHODS: Patients with: (1) biopsy-proven compensated HCV cirrhosis; (2) available baseline frozen liver sample; (3) absence of detectable HCC; (4) regular screening for HCC; (5) informed consent for genetic analysis were studied. After DNA extraction from liver samples and bisulfite treatment, unbiased PCR and DHPLC analysis were performed for methylation analysis at the Igf2 locus. The predictive value of the Igf2 methylation profile for HCC wasassessed by Kaplan-Meier and Cox methods. RESULTS: Among 94 included patients, 20 developed an HCC during follow-up (6.9 ± 3.2 years). The methylation profile was hypomethylated, intermediate and hypermethylated in 13, 64 and 17 cases, respectively. In univariate analysis, two baseline parameters were associated with the occurrence of HCC: age (P = 0.01) and prothrombin (P = 0.04). The test of linear tendency between the three ordered levels of Igf2 methylation and probability of HCC occurrence was significant (Log Rank, P = 0.043; Breslow, P = 0.037; Tarone-Ware, P = 0.039). CONCLUSION: These results suggest that hypomethylation at the Igf2 locus in the liver could be predictive for HCC occurrence in HCV cirrhosis. 展开更多
关键词 Liver cancer CIRRHOSIS Insulin-growth factor 2 DNA methylation
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A possible hydrolysis mechanism of β-naphthyl acetate catalyzed by antibodies
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作者 YUAN YU REN ZONG XIANG XIA +3 位作者 CUI HONG YANG BING HUI YANG MING YEH(Shanghai Institute of Cell Biology, Chinese Academy of Sciences, China)(Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, China) 《Cell Research》 SCIE CAS CSCD 1998年第3期219-230,共12页
The mechanism of ester hydrolysis has been extensively studied; however, the precise function of active-site residues in promoting catalysis is nuclear. We describe here the structural models for the complex of a cata... The mechanism of ester hydrolysis has been extensively studied; however, the precise function of active-site residues in promoting catalysis is nuclear. We describe here the structural models for the complex of a catalytic sntibody Fv fragment with a phosphonate transition -state analogue, constructed by using gene cloning, sequencing and molecular modeling, mainly based on a known X-ray structure of a catalytic atibody. Hydrophobic and electrostatic analyses of the Fv/analog and Fv/substrate interaction suggest the hydrolysis mechanism: In L91 and Tyr H97 play important roles to stabilize the β-naphthyl group of hapten through r-stack; His H35 donates a pair of free electrons at the atom NEZ to an active water and let it to be a partial hydroxide, which attacks the carbon atom of the carbonyl group of the substrate. Both His H35 and Arg L96 can form hydrogen bonds and stabilize the Anoinc tetrahedral intermediate formed during turnover. This mechanism emphasizes that an active water bridge may be formed during hydrolysis process. 展开更多
关键词 Catalytic antibody gene cloning cDNA sequence molecular modeling ester hydrolysis mechanism
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Effects of the Overall Alkaloid of a Traditional Chinese Medicine “Tongbiling” on the Cytokine Expression in Th1 and Th2 Cells of Rheumatoid Arthritis and Their Signaling Pathway 被引量:1
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作者 陈光星 刘清平 +3 位作者 王培训 曾耀英 刘良 陈纪藩 《Journal of Microbiology and Immunology》 2004年第1期45-49,共5页
To investigate the effects of overall alkali of a traditional Chinese medicine “Tongbiling” (brucine and strychnine alkaloids in main) on the cytokines expression in Th1 and Th2 cells in the synovial fluid of patien... To investigate the effects of overall alkali of a traditional Chinese medicine “Tongbiling” (brucine and strychnine alkaloids in main) on the cytokines expression in Th1 and Th2 cells in the synovial fluid of patients with rheumatism arthritis and their signal pathway, the mononuclear cells in the synovial fluid (SFMC) of patients were isolated by Ficoll-Hypaque gradient centrifugation, and the CD3 + CD69 + and CD3 + HLA-DR antigen were analyzed by flow cytometry in comparison with those of the peripheral blood. The rest of cells were cultured after resuspension with RPMI 1640 culture medium. Phorbol 12,13-dibutyrate (PDB) and ionomycin were added successively into the culture with various concentration of overall alkali Tongbiling (TBL). After 4 h of cultivation, the expression of IFN-γ and IL-4 in CD3 + cells were analyzed by flow cytometry. The influence of overall alkali TBL (100?mg/L) on the intracellular calcium was investigated after Fluo-3/AM labeling and stimulation with PDB and ionomycin at 1, 2, 4 and 10?min, and the influence of TBL on the expression of CD3 + CD69 + cells were determined with stimulation of PDB for 24?h in the whole blood lymphocytes culture. It was found that the percentage of T cells bearing CD69 was significantly up-regulated (77%), while that of T cells bearing HLA-DR was 44% in the synovial mononucleated cells. After PDB and ionomycin stimulation, the expression of IFN-γ in CD3 + cells were up-regulated, but there was no change on the expression of IL-4 in CD3 + cells, indicating that ratio of Th1/Th2 was significantly increased and Th cells differentiate to Th1 cells in mainly. Four concentrations of overall alkaloid of TBL (200?mg/L, 100?mg/L, 50?mg/L, 25?mg/L) could down-regulated the expression of IFN-γ in CD3 + cells and the Th1/Th2 ratio obviously, but all the concentrations of the overall alkaloids had no effect on the expression of IL-4 in CD3 + cells. 100?mg/L concentration of the overall alkaloid did not down-regulate the intracellular calcium level. Each concentration of the overall alkaloid could down-regulated the expression CD69 obviously on the PDB-activated mouse T cells. It concluded from the above observations that the overall alkaloid of TBL could relieve the inflammatory and immune damages by suppressing the expression of Th1 type cytokines and Th1 cell differentiation, regulating the imbalance of Th1/Th2 cells and inhibiting the early activation of the T lymphocytes bearing CD69. There was no remarkable influence on the intracellular calcium signaling transduction pathway. The inhibitory effected on T cells to express IFN-γ might be due to the suppression of PKC-MAPK signaling pathway. From the standpoint of traditional Chinese medicine, this might be due to the regulation of “Yin” and “Yang” imbalance of joints to modify the pathological status in rheumatoid arthritis. This study provided an experimental basis for the application of overall alkaloids of TBL in the treatment of rheumatoid arthritis. 展开更多
关键词 Overall alkaloid TBL T lymphocytes Th1/Th2 cells HLA-DR
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中国生态价值评价体系研究 被引量:5
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作者 李学锋 宋伟 王颖婕 《福建论坛(人文社会科学版)》 CSSCI 北大核心 2019年第3期25-33,共9页
采用目前学界认可度较高的、在对200多位生态学者进行问卷调查的基础上形成的我国生态系统生态服务价值当量因子表,补充气候资源、空气资源两类重要指标,评价各生态资源的分类价值,对生态价值指标体系加以综合、调整,构建了一个生态资... 采用目前学界认可度较高的、在对200多位生态学者进行问卷调查的基础上形成的我国生态系统生态服务价值当量因子表,补充气候资源、空气资源两类重要指标,评价各生态资源的分类价值,对生态价值指标体系加以综合、调整,构建了一个生态资源价值指标体系。这一方法既保留了必要的价值指标体系,又提高了计算效率、最大程度上保证结算结果的权威性。 展开更多
关键词 生态价值 评价体系 生态系统 生态服务价值 当量因子:用地类型
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New progress in active immunotherapy targeting to amyloid beta
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作者 Gao Li Yong-Xiang Chen Yan-Mei Li 《Science China Chemistry》 SCIE EI CAS CSCD 2015年第3期383-389,共7页
Alzheimer's disease(AD) is one of the most common types of dementia whose hallmarks include neurofibrillary tangles and senile plaques. The latter are mainly composed of amyloid-β proteins(Aβ), and it's sugg... Alzheimer's disease(AD) is one of the most common types of dementia whose hallmarks include neurofibrillary tangles and senile plaques. The latter are mainly composed of amyloid-β proteins(Aβ), and it's suggested that Aβ may be the causative factor in AD pathogenesis. Immunotherapy targeting Aβ for preventing aggregation of Aβ and mildly clearing amyloid plaques has been a hot topic since 1999. Although the first clinical trial of Aβ vaccine, AN-1792, failed in phase II, its results suggested some key points in the design of Aβ vaccines. Avoiding the possible toxic Aβ specific T cell response and inducing a Th2 type cellular immune response may be beneficial for Aβ immunotherapy. Many associations and research groups are working on Aβ vaccine and some progress has been made in recent years. In this review, we have provided a detailed summary of past Aβ vaccines, which have been sorted by the immunogen, and we also discuss some recent progress and future perspectives. 展开更多
关键词 Alzheimer's disease amyloid beta active immunotherapy peptide vaccine DNA vaccine
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The effect of transposable elements on phenotypic variation: insights from plants to humans 被引量:14
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作者 Liya Wei Xiaofeng Cao 《Science China(Life Sciences)》 SCIE CAS CSCD 2016年第1期24-37,共14页
Transposable elements(TEs), originally discovered in maize as controlling elements, are the main components of most eukaryotic genomes. TEs have been regarded as deleterious genomic parasites due to their ability to u... Transposable elements(TEs), originally discovered in maize as controlling elements, are the main components of most eukaryotic genomes. TEs have been regarded as deleterious genomic parasites due to their ability to undergo massive amplification. However, TEs can regulate gene expression and alter phenotypes. Also, emerging findings demonstrate that TEs can establish and rewire gene regulatory networks by genetic and epigenetic mechanisms. In this review, we summarize the key roles of TEs in fine-tuning the regulation of gene expression leading to phenotypic plasticity in plants and humans, and the implications for adaption and natural selection. 展开更多
关键词 transposable elements gene expression phenotypic variation
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A molecular dynamics and computational study of human KAT3 involved in KYN pathway
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作者 XU Yu ZHENG QingChuan +2 位作者 YU LiYing ZHANG HongXing SUN ChiaChung 《Science China Chemistry》 SCIE EI CAS 2013年第4期514-523,共10页
Kynurenine aminotransferases (KATs) catalyze the transamination of kynurenine (KYN) pathway and endogenous KYNs have been suggested to highly correlate to abnormal brain diseases. HKAT3 is a key member of KAT fami... Kynurenine aminotransferases (KATs) catalyze the transamination of kynurenine (KYN) pathway and endogenous KYNs have been suggested to highly correlate to abnormal brain diseases. HKAT3 is a key member of KAT family, while the binding mechanism of KYN and cofactor with HKAT3 has not been determined yet. In this study, we focus on the structure-function relationship among KYN, cofactor and HKAT3. The binding models of KYN complex and KYN&cofactor complex were ob- tained and were studied by molecular dynamics (MD) simulations. We identified several critical residues and influence of conformational changes in human kynurenine aminotransferase 3 (HKAT3) complexes. The cofactor may contribute largely not only to the catalysis, but also to the binding. In addition, a hypothesis is proposed that a strong hydrophobic interaction between Tyr159 and Lys280 may influence the binding mode and the binding region of the substrate and the cofactor. Our re- suits will be a good starting point for further determination of the biological role. 展开更多
关键词 kynurenine (KYN) kynurenine aminotransferases (KATs) ^-~ interaction molecular dynamic (MD) simulation interaction energy
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