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Construction of Plant Expression Vector for Hand,Foot and Mouth Virus EV71-VP1 Gene and Its Expression in Tomato
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作者 Wang Mei-liang Zhao Yue +5 位作者 Wang Yu-dan Li Xin-zhi Zhang Yao Chen Xiu-ling Qiu You-wen Wang Ao-xue 《Journal of Northeast Agricultural University(English Edition)》 2023年第4期53-62,共10页
EV71-type virus is one of the main pathogens causing the occurrence of hand,foot and mouth disease(HFMD),and VP1 protein,a factor that directly determines the antigenicity of the virus,has been isolated.The tomato was... EV71-type virus is one of the main pathogens causing the occurrence of hand,foot and mouth disease(HFMD),and VP1 protein,a factor that directly determines the antigenicity of the virus,has been isolated.The tomato was selected as a bioreactor for the production of an edible EV71 vaccine designed for the VP1 capsid protein.Using molecular biology techniques,the fusion gene EV71-VP1 was cut from vector PGEX-4T-2,a vector containing the p2300-EV71 gene with CaMV35S promoter and TL regulatory elements was constructed,and the hypocotyl and cotyledons of tomato were transformed using Agrobacterium(EHA105)-mediated method,screened,elongated and rooted,and finally 20 resistant tomato plants were obtained.Five transgenic positive seedlings were obtained by digestion and PCR assay,among which three plants were detected by RT-PCR to be capable of transcriptional translation at the RNA level.The experimental results aimed to explore new material support for the preparation of transgenic plant oral vaccines against EV71 infection and provide a theoretical basis for accelerating the development of transgenic plant vaccines in the future. 展开更多
关键词 HAND foot and mouth disease(HFMD) EV71-VP1 TOMATO plant transgenic vaccine vector construction
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Numerical Analysis of Stochastic Vector Borne Plant Disease Model 被引量:6
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作者 Kamaledin Abodayeh Ali Raza +3 位作者 Muhammad Shoaib Arif Muhammad Rafiq Mairaj Bibi Rabia Fayyaz 《Computers, Materials & Continua》 SCIE EI 2020年第4期65-83,共19页
We are associating the solutions of stochastic and deterministic vector borne plant disease model in this manuscript.The dynamics of plant model depends upon threshold number P^(∗).If P^(∗)<1 then condition helpful... We are associating the solutions of stochastic and deterministic vector borne plant disease model in this manuscript.The dynamics of plant model depends upon threshold number P^(∗).If P^(∗)<1 then condition helpful to eradicate the disease in plants while P^(∗)>1 explains the persistence of disease.Inappropriately,standard numerical systems do not behave well in certain scenarios.We have been proposed a structure preserving stochastic non-standard finite difference system to analyze the behavior of model.This system is dynamical consistent,positive and bounded as defined by Mickens. 展开更多
关键词 vector borne plant model stochastic numerical systems stability
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Cloning of a flower-specific expression promoter from Arabidopsis thaliana and its plant expression vector construction 被引量:1
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作者 FAN Bing-you GAO Shui-ping +1 位作者 HOU Xiao-gai SHI Guo-an 《Forestry Studies in China》 CAS 2010年第4期201-205,共5页
Given the sequence of Chs gene promoter from Arabidopsis thaliana reported in GenBank (AF248988), a pair of specific PCR primers was designed with the Primer Premier 5.0 software. PCR products of about 0.5 kb were s... Given the sequence of Chs gene promoter from Arabidopsis thaliana reported in GenBank (AF248988), a pair of specific PCR primers was designed with the Primer Premier 5.0 software. PCR products of about 0.5 kb were successfully amplified with the genome DNA of A. thaliana as a DNA template and Taq polymerase as DNA polymerase. The purified PCR products were ligated to the pMD18-T vector. The sequencing result showed that the Chs promoter from A. thaliana was 531 bp long. Sequence alignment analysis based on the DNAMAN software revealed that the sequence similarity between the cloned promoter and target promoter (AF248988) was up to 100%. Online PLACE analysis indicated that the Chs promoter contained cis-elements such as TATA-box, CAAT-box, pollen-box, G-box, ACGT-containing element, R response element, Myb recognition element and TACPyAT-box. At the same time, a plant expression vectorpAtChs::GUS which fused the Chs promoter and the marker gene GUS was successfully constructed. 展开更多
关键词 Arabidopsis thaliana PROMOTER chalcone synthase CLONING plant vector construction
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Cloning of XET gene from Anthocephalus chinensis and its plant expression vector construction 被引量:1
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作者 MA Sheng-jun ZHU Song-lin +3 位作者 LI Wei OUYANG Kun-xi LI Na CHEN Xiao-yang 《Forestry Studies in China》 CAS 2010年第2期79-84,共6页
A full-length cDNA sequence of xyloglucan endotransglycosylase gene (XET), abundantly expressed in the cambium of Anthocephalus chinensis was cloned by conserved PCR, rapid-amplification of cDNA ends and by chromoso... A full-length cDNA sequence of xyloglucan endotransglycosylase gene (XET), abundantly expressed in the cambium of Anthocephalus chinensis was cloned by conserved PCR, rapid-amplification of cDNA ends and by chromosome walking. Analytical results of the DNA sequence show that a 912 bp complete open reading frame (ORF) encoded a 303-amino acid protein was in the 1205 bp full cDNA sequence. The deduced amino acid sequence of AcXET, which contained the conserved specific EIDFE catalytic site sequence to XETs was homologous to the other known XET proteins. In order to study the gene function of AcXET and obtain transgenic plants, a plant expression vector pBIAcXET was constructed by recombinating the AcXET fragment from the cloning vector pMD19AcXET and the binary vector pBI121 between the XbaI and SmaI sites. The fragment ofAcXET gene was inserted between the CaMV 35S promotor and the coding region of the GUS gene in pBI121. The identification results show that the plant expression binary vector pBIAcXET was constructed successfully. These results lay the foundation for studying the molecular mechanism ofAcXET gene during wood formation. 展开更多
关键词 cDNA cloning sequence analysis AcXET gene plant expression vector
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Cloning the Promoter of BcNA1 from Brassica napus and Fad2 Gene from Arabidopsis thaliana and Construction of the Plant Expression Vector 被引量:1
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作者 石东乔 《High Technology Letters》 EI CAS 2000年第1期83-90,共8页
0 IntroductionRapeseedisoneofthemostimportantoilcropsintheworld.Inrecentyears,greateffortshavebeenmadetoimpro... 0 IntroductionRapeseedisoneofthemostimportantoilcropsintheworld.Inrecentyears,greateffortshavebeenmadetoimproveitseconomicprop?.. 展开更多
关键词 BRASSICA NAPUS Arabidopsis THALIANA seed specific PROMOTER FAD2 gene plant expression vector
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Global Dynamic Analysis of a Vector-Borne Plant Disease Model with Discontinuous Treatment 被引量:1
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作者 Hengmin Lv Lizhi Fei +1 位作者 Zhen Yuan Fumin Zhang 《Applied Mathematics》 2018年第5期496-511,共16页
This paper proposes a vector-borne plant disease model with discontinuous treatment strategies. Constructing Lyapunov function and applying non-smooth theory to analyze discontinuous differential equations, the basic ... This paper proposes a vector-borne plant disease model with discontinuous treatment strategies. Constructing Lyapunov function and applying non-smooth theory to analyze discontinuous differential equations, the basic reproductive number R0 is proved, which determines whether the plant disease will be extinct or not. If R0 R0 > 1 , there exists a unique endemic equilibrium which is globally stable. The numerical simulations are provided to verify our theoretical results, which indicate that after infective individuals reach some level, strengthening treatment measures is proved to be beneficial in controlling disease transmission. 展开更多
关键词 vector-Borne plant Disease Model Basic REPRODUCTION Number DISCONTINUOUS Treatment
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Construction of Plant Expression Vector of Heat Shock Factor Gene AtHsfA1a from Arabidopsis
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作者 Lihong GUO Xiaohong YANG Chunyan SHAO 《Agricultural Biotechnology》 CAS 2013年第4期1-4,共4页
[ Objective ] Heat shock factors (HSFs) are the major transcription factors of eukaryotic heat shock responses. This study aims to investigate the adversity stress tolerance functions of Arabidopsis heat shock facto... [ Objective ] Heat shock factors (HSFs) are the major transcription factors of eukaryotic heat shock responses. This study aims to investigate the adversity stress tolerance functions of Arabidopsis heat shock factor AtHsfAla, which has important significance for in-depth understanding of adversity stress tolerance mechanisms of plants and further utilization of heat shock factor genes. [Method] Genomic DNA of Arabidopsis was extracted with CTAB method and purified to obtain Arabidopsis DNA samples for in vitro site-specific recombination cloning ( Gateway cloning) to construct plant expression vector of heat shock factor AtHs- fAla. Firstly, donor vector pDONR 201/AtHsfAla was constructed based on attB and attP site-specific recombination method (BP reaction), to identify E. coli transformants harboring correct sequence of AtHsfAla by sequencing; secondly, plant expression vector pBTWG2/AttlsfAla overexpressing Arabidopsis heat shock factor AtHsfAla was constructed based on attL and attR site-specific recombination method (LR reaction), to screen E. coli transformants harboring target plasmid. [ Result] Plant expression vector of Arabidopsis heat shock factor gene AtHsfAla was constructed successfully. [ Conclusion] This study not only provided experimental materials for acquiring transgenic plants overexpressing heat shock transcription factor AtHsfAla, but also laid the foundation for further investigation of the diversity of adversity stress tolerance functions reanlated by HSFs. 展开更多
关键词 ARABIDOPSIS Heat shock factor AtHsfA1 a plant expression vector
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Cloning and Bioinformatics Analysis of ZmERECTA-LIKE1 and Construction of Plant Expression Vector
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作者 Yihong JI Jinbao PAN +3 位作者 Min LU Jun HAN Zhangjie NAN Qingpeng SUN 《Agricultural Science & Technology》 CAS 2016年第3期523-525,共3页
[Objective] This study was conducted to clone and analyze ERECTA-LIKE1 gene in Zea mays by PCR and bioinformatics methods and to construct plant expression vector p Cambia3301-zm ERECTA-LIKE1. [Method] zm ERECTA-LIKE1... [Objective] This study was conducted to clone and analyze ERECTA-LIKE1 gene in Zea mays by PCR and bioinformatics methods and to construct plant expression vector p Cambia3301-zm ERECTA-LIKE1. [Method] zm ERECTA-LIKE1(zm ERL1)gene was obtained using RT-PCR, and physical-chemical properties were analyzed by bioinformatics methods, including domains,transmembrane regions, N-Glycosylation potential sites phosphorylation sites, and etc. [Result] Bioinformatics results showed that zm ERL1 gene was 2 169 bp, which encoded a protein consisting of 722 amino acids, 11 N-glycosylation potential sites and 42 kinase specific phosphorylation sites. According to CDD2.23 and TMHMM Server v. 2.0 software, there were leucine-rich repeats,a PKC domain and a transmembrane region in this protein. The theoretical p I and molecular weight of zm ERL1 encoded protein was 6.20 and 79 184.8 using Compute PI/Mw tool. Furthermore, we constructed the plant expression vector p Cambia3301-zm ERECTA-LIKE1 by subcloning zm ERL1 gene into p Cambia3301 instead of GUS. [Conclusion] The results provide a theoretical basis for the application of zm ERL1 gene in future study. 展开更多
关键词 植物表达载体 生物信息学 亚克隆 学分 富含亮氨酸重复序列 磷酸化位点 N-糖基化 L1基因
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大白菜BrCYP83B1基因的克隆及表达分析
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作者 王玉书 赵琳琳 +5 位作者 赵爽 胡琦 白慧霞 王欢 曹业萍 范震宇 《生物技术通报》 CAS CSCD 北大核心 2024年第6期152-160,共9页
【目的】细胞色素P450家族是十字花科植物硫苷合成重要的酶系,其中CYP83亚家族主要参与核心结构的合成,旨在探究大白菜(Brassica rapa ssp.pekinensis)CYP83B1基因的功能。【方法】利用RT-PCR技术克隆BrCYP83B1基因,通过生物信息学软件... 【目的】细胞色素P450家族是十字花科植物硫苷合成重要的酶系,其中CYP83亚家族主要参与核心结构的合成,旨在探究大白菜(Brassica rapa ssp.pekinensis)CYP83B1基因的功能。【方法】利用RT-PCR技术克隆BrCYP83B1基因,通过生物信息学软件分析其编码蛋白理化性质、同源性及启动子顺式作用元件,利用RT-qPCR技术分析BrCYP83B1的表达模式,并构建其植物超表达载体。【结果】BrCYP83B1 cDNA序列全长为1500 bp,编码499个氨基酸,编码蛋白属于细胞色素P450超家族,主要定位于细胞质,二级结构主要由α-螺旋和无规则卷曲构成,与甘蓝型油菜、青花菜的CYP83B1蛋白具有较高的同源性。启动子分析表明,该基因启动子区域包含水杨酸、脱落酸及茉莉酸甲酯等激素响应的顺式作用元件,说明BrCYP83B1基因表达可能受激素调控。RT-qPCR分析结果表明,BrCYP83B1基因在大白菜的根、茎、叶、花和果中均有表达,且以叶中的表达量最高;茉莉酸甲酯够显著促进该基因的表达,而水杨酸处理对其表达具有一定的抑制作用,脱落酸处理下基因先上调后又下调。【结论】BrCYP83B1可能参与大白菜对激素的响应调控。 展开更多
关键词 大白菜 BrCYP83B1 基因克隆 植物激素 表达分析 超表达载体
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基于图像处理的水培生菜冠层图像叶面积估测研究
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作者 杨娟 赵汗青 +3 位作者 马新明 钱婷婷 张滢钰 王宁 《上海农业学报》 2024年第1期116-124,共9页
为实现精准、高效、无损地获取植物工厂环境下水培生菜相关长势参数叶面积(Leaf area,LA),基于数字图像处理和机器学习回归方法建立单株水培生菜冠层图像LA估测模型。首先,通过智能手机获取2个生菜品种不同生长期的冠层可见光图像,利用P... 为实现精准、高效、无损地获取植物工厂环境下水培生菜相关长势参数叶面积(Leaf area,LA),基于数字图像处理和机器学习回归方法建立单株水培生菜冠层图像LA估测模型。首先,通过智能手机获取2个生菜品种不同生长期的冠层可见光图像,利用Photoshop图像处理软件将原始图像统一剪裁为900像素×900像素大小,采用中值滤波(MedianBlur)法对剪裁后的图像进行去噪运算,将RGB图像转化为HSV颜色空间,再采用mask掩膜法分割彩色图像;然后,利用图像法获取单株生菜LA实测值,构建以LA实测值为因变量,以生菜冠层投影面积(Projected leaf area,PLA)为自变量的线性回归(Linear regression,LR)模型和以全局图像特征(颜色、形状、纹理等)为自变量的支持向量回归(Support vector regression,SVR)、多元线性回归(Multiple linear regression,MLR)和随机森林(Random forest,RF)等LA估测模型进行对比分析;最后,采用决定系数(Coefficient of determination,R^(2))和均方根误差(Root mean square error,RMSE)评估模型的准确性。结果表明:RF模型估测效果最好,对于生菜品种‘绿萝’单株LA估测结果的R^(2)为0.9714、RMSE为8.89 cm2,对于品种‘碧霄’估测结果的R^(2)为0.9201、RMSE为23.34 cm2。本研究验证了RF回归模型能够较准确地估测生菜单株叶面积,可为植物工厂水培生菜LA无损估测提供新的解决方案和研究基础。 展开更多
关键词 生菜 植物工厂 叶面积 图像处理 多元线性回归 支持向量回归 随机森林
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番茄两种虫媒传播的重要病毒病研究进展
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作者 常晓丽 武向文 +5 位作者 袁永达 张天澍 顾浩天 王冬生 王培 王然 《上海农业学报》 2024年第3期122-127,共6页
近年来,番茄黄化曲叶病毒和番茄褪绿病毒对番茄生产造成了巨大的危害,这两种病毒都主要通过烟粉虱传播。本文对番茄黄化曲叶病毒病和番茄褪绿病毒病的扩散趋势、引起这两种病毒病的病原物特性及其发病症状差异、传播这两种病毒的主要媒... 近年来,番茄黄化曲叶病毒和番茄褪绿病毒对番茄生产造成了巨大的危害,这两种病毒都主要通过烟粉虱传播。本文对番茄黄化曲叶病毒病和番茄褪绿病毒病的扩散趋势、引起这两种病毒病的病原物特性及其发病症状差异、传播这两种病毒的主要媒介昆虫、烟粉虱媒介的危害及其研究概况、烟粉虱生物型的演化及其鉴定方法、烟粉虱和番茄两种病毒的互作以及烟粉虱媒介和番茄两种病毒病的防控等方面进行综述,以期为番茄病虫害的防控提供科学指导。 展开更多
关键词 番茄 植物病毒 昆虫媒介 烟粉虱 研究进展
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环保型水培种植载体性能的试验研究
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作者 宋金秋 韦鸿钰 +4 位作者 牟英辉 褚璇 辜松 刘洪利 马稚昱 《现代农业装备》 2024年第1期38-44,79,共8页
为筛选出适合立体水培生产的可降解环保型种植载体,本研究对不同种植载体的原料特性、机械特性及栽培效果进行了分析。结果表明,与花泥型、淀粉型种植载体相比,生物质炭型种植载体的机械性能较好,其中生物质炭1的跌落损失率<3.5%、... 为筛选出适合立体水培生产的可降解环保型种植载体,本研究对不同种植载体的原料特性、机械特性及栽培效果进行了分析。结果表明,与花泥型、淀粉型种植载体相比,生物质炭型种植载体的机械性能较好,其中生物质炭1的跌落损失率<3.5%、粘附性<0.2 N·mm、回弹率>75%、内聚性>0.5 N·mm、硬度>80 N。其水培特性符合种植标准,pH值为6.68,吸水率为330.52%,保水率为93.64%,经过6周降解后的降解率为9.23%。其在育苗过程中的发芽率为66.67%;植株的壮苗指数最高,为3.91,种植后的EC值为667.33 ppm。通过主成分分析可知,竹炭+竹纤维为原料的生物质炭型载体的综合性能最好,为环境友好型种植载体的研究和应用提供了科学依据和技术支持,具有重要的理论和实践价值。 展开更多
关键词 种植载体 可降解 立体种植 机械性能 水培特性
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基于无人机遥感通信农业种植数测量系统设计 被引量:1
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作者 李艳 《农机化研究》 北大核心 2024年第3期205-208,214,共5页
为了快速且准确地获取农业种植数量信息,基于无人机遥感通信技术对农业种植数测量系统进行了设计。系统主要由无人机飞行平台、飞行控制系统、遥感设备、地面监控站、无线电通讯系统和数据处理系统等几部分组成。对遥感图像信息的颜色... 为了快速且准确地获取农业种植数量信息,基于无人机遥感通信技术对农业种植数测量系统进行了设计。系统主要由无人机飞行平台、飞行控制系统、遥感设备、地面监控站、无线电通讯系统和数据处理系统等几部分组成。对遥感图像信息的颜色和纹理特征的提取方式进行设计,并采用支持向量机(SVM)对种植数进行计算,使系统可以准确测量农业种植数。为了验证测量系统的性能,对其进行种植数测量试验,结果表明:系统对样本点统计的精度较高,可以用于大面积农作物种植数的测量。 展开更多
关键词 无人机 遥感通信 农业种植数 测量系统 支持向量机
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基于误差修正和VMD-ICPA-LSSVM的短期风速预测建模 被引量:2
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作者 钟琳 颜七笙 《南京信息工程大学学报》 CAS 北大核心 2024年第2期247-260,共14页
精准的风速预测是将风能大规模应用到电力系统中的关键,而风速序列的随机性和波动性等特点使得风速预测难度增加.为增强风速序列的可预测性,采用Logistic混沌映射策略、自适应参数调整策略以及引入变异策略对食肉植物算法(CPA)进行改进... 精准的风速预测是将风能大规模应用到电力系统中的关键,而风速序列的随机性和波动性等特点使得风速预测难度增加.为增强风速序列的可预测性,采用Logistic混沌映射策略、自适应参数调整策略以及引入变异策略对食肉植物算法(CPA)进行改进,并提出了基于误差修正和VMD-ICPA-LSSVM的短期风速预测模型.首先将气象因子作为最小二乘支持向量机(LSSVM)的输入对风速进行预测,获得误差序列.再利用K-L散度自适应地确定变分模态分解(VMD)的参数,并对误差序列进行分解.结合改进食肉植物算法(ICPA)优化LSSVM可调参数的方法来预测分解的子序列.叠加各子序列预测结果后对原始预测序列进行误差修正,进而得到最终风速预测值.实验结果表明,与其他模型相比,所提模型有着更好的预测精度和泛化性能. 展开更多
关键词 变分模态分解 食肉植物算法 最小二乘支持向量机 误差修正 风速预测
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拟南芥35S∶NAS2载体构建和转基因株系的筛选
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作者 王婷婷 曹树青 +3 位作者 吴席 贾亚峰 陈逸凡 樊婷婷 《合肥工业大学学报(自然科学版)》 CAS 北大核心 2024年第3期417-421,共5页
为了研究基因NAS2和BZIP44在拟南芥缺铁胁迫响应中的遗传关系,文章以野生型(wild type,WT)拟南芥为材料构建35S∶NAS2/WT转基因植株,以拟南芥突变体bzip44为材料构建35S∶NAS2/bzip44转基因植株;提取野生型拟南芥的RNA,以其反转成的cDN... 为了研究基因NAS2和BZIP44在拟南芥缺铁胁迫响应中的遗传关系,文章以野生型(wild type,WT)拟南芥为材料构建35S∶NAS2/WT转基因植株,以拟南芥突变体bzip44为材料构建35S∶NAS2/bzip44转基因植株;提取野生型拟南芥的RNA,以其反转成的cDNA作为模板克隆NAS2的CDS区域,将双酶切后的目的片段与同样双酶切的pART27质粒进行连接,得到的连接产物转入大肠杆菌DH5α感受态中,通过菌落聚合酶链式反应(polymerase chain reaction,PCR)鉴定和测序得到阳性单克隆,然后将重组质粒转入农杆菌感受态GV3101中,获得阳性单克隆菌落;用浸花法分别侵染野生型拟南芥和纯合的拟南芥bzip44突变体植株,通过筛选和鉴定得到纯合的35S∶NAS2/WT和35S∶NAS2/bzip44转基因植株。研究结果为基因NAS2和BZIP44在拟南芥缺铁胁迫响应中的遗传关系提供参考。 展开更多
关键词 拟南芥 NAS2基因 BZIP44基因 载体 转基因植株
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植物防龋疫苗融合基因表达载体中选择标记基因的去除
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作者 郎遥玲 王倩 +3 位作者 陈彬 白国辉 管晓燕 刘建国 《中国组织工程研究》 CAS 北大核心 2024年第1期7-11,共5页
背景:出于对转基因植物的食用安全和生态安全的考虑,标记基因的存留是影响转基因植物的首要安全问题。目的:基于免疫防龋原理,课题组针对表面蛋白和葡糖基转移酶这2种致龋毒力因子,构建植物防龋疫苗融合基因表达载体pCAMBIA-E8-APB-DOC... 背景:出于对转基因植物的食用安全和生态安全的考虑,标记基因的存留是影响转基因植物的首要安全问题。目的:基于免疫防龋原理,课题组针对表面蛋白和葡糖基转移酶这2种致龋毒力因子,构建植物防龋疫苗融合基因表达载体pCAMBIA-E8-APB-DOCK8,为转基因植物疫苗的研发提供基础。方法:该研究运用DNA重组技术,通过DNA片段分离、连接、转化、克隆子检测、测序等系列步骤,将植物防龋疫苗融合基因表达载体pCAMBIA-E8-APB-DOCK8中的选择性标记基因Km和GUS去除。结果与结论:标记基因去除效率达99%,该研究为免疫防龋的转基因植物疫苗的安全生产奠定了良好的实验基础,也为其它植物疫苗的载体构建提供思路。 展开更多
关键词 植物疫苗 免疫防龋 表达载体 标记基因 转基因安全 E8启动子
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基于迁移深度强化学习的火电机组实时碳排放预测方法
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作者 袁鹏 谭琛 +2 位作者 李锋 张银芽 唐述 《工业加热》 CAS 2024年第7期65-69,75,共6页
由于火电厂机组碳数据类型多样、样本过多,导致机组碳排放预测精度低,为此提出了基于迁移深度强化学习的火电机组实时碳排放预测方法。首先,设计火电厂碳排放数据自动采集系统进行数据采集;其次,引入神经网络的全自动编码器对样本数据... 由于火电厂机组碳数据类型多样、样本过多,导致机组碳排放预测精度低,为此提出了基于迁移深度强化学习的火电机组实时碳排放预测方法。首先,设计火电厂碳排放数据自动采集系统进行数据采集;其次,引入神经网络的全自动编码器对样本数据解码重构,结合深度迁移学习的方法提取碳排放数据特征;再次,设计强化学习的支持向量机回归模型,把经过特征提取后的数据导入线性回归函数中,进行非线性回归计算;最后,计算样本集的拟合值和均方误差值,把碳排放影响因素经过迁移深度强化学习归一化处理后带到预测模型进行计算,实现火电机组碳排放实时预测。由实验可知,所提方法对2022年测试机组碳排放量预测的最大误差为0.02×10~4 t,均方误差和平均绝对误差较小,预测精准度高,具有较好的应用效果。 展开更多
关键词 火电厂 碳排放预测 特征提取 迁移深度学习 强化学习 支持向量回归机
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基于LSSVM的火力发电厂燃煤发电机组碳排放测算方法
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作者 尹志立 《化工时刊》 CAS 2024年第3期5-8,共4页
为解决燃煤发电机组在投产使用后存在的碳排放过大等问题,降低机组运行对大气环境的负面影响,作者以某火力发电厂为例,引入最小二乘支持向量机(LSSVM),开展燃煤发电机组碳排放测算方法的设计研究。以LSSVM中的径向基(RBF)函数核,构建燃... 为解决燃煤发电机组在投产使用后存在的碳排放过大等问题,降低机组运行对大气环境的负面影响,作者以某火力发电厂为例,引入最小二乘支持向量机(LSSVM),开展燃煤发电机组碳排放测算方法的设计研究。以LSSVM中的径向基(RBF)函数核,构建燃煤发电机组碳排放相关数据样本集合,根据样本集合容量,进行数据的非线性映射,实现对发电机组碳排放相关数据的筛查;建立火力发电厂碳排放强度计算模型,对火力发电厂燃煤发电机组在运行过程中煤耗综合情况进行系统化分析。考虑到火力发电厂燃煤发电机组在投产使用后会不可避免地存在损耗,在碳排放强度已知的情况下,对考虑网损的发电机组碳排放进行测算。实验结果表明:设计的测算方法应用效果良好,规范使用该方法进行火力发电厂燃煤发电机组碳排放测算,测算结果更加贴合实际。 展开更多
关键词 LSSVM 测算方法 碳排放 发电机组 燃煤 火力发电厂
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Larvicidal and repellent potential of Moringa oleifera against malarial vector,Anopheles stephensi Liston(Insecta:Diptera:Culicidae) 被引量:19
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作者 Prabhu K Murugan K +2 位作者 Nareshkumar A Ramasubramanian N Bragadeeswaran S 《Asian Pacific Journal of Tropical Biomedicine》 SCIE CAS 2011年第2期124-129,共6页
Objective:To evaluate the larvicidal and pupicidal potential of the methanolic extracts from Moringa oleifera(M.oleifera) plant seeds against malarial vector Anopheles stephensi(A.stephensi) mosquitoes at different co... Objective:To evaluate the larvicidal and pupicidal potential of the methanolic extracts from Moringa oleifera(M.oleifera) plant seeds against malarial vector Anopheles stephensi(A.stephensi) mosquitoes at different concentrations(20,40,60,80 and 100 ppm).Methods:M.oleifera was collected from the area of around Bharathiar University,Coimbatore.The dried plant materials were powdered by an electrical blender.From each sample,100 g of the plant material were extracted with 300 mL of methanol for 8 h in a Soxhlet apparatus.The extracts were evaporated to dryness in rotary vacuum evaporator to yield 122 mg and 110 mg of dark greenish material(residue) from Arcang amara and Ocimum basilicum,respectively.One gram of the each plant residue was dissolved separately in 100 mL of acetone(stock solution) from which different concentrations, i.e.,20,40,60,80 and 100 ppm were prepared.Results:Larvicidal activity of M.oleifera exhibited in the first to fourth instar larvae of the A.stephensi,and the LC_(50) and LC_(90) values were 57.79 ppm and 125.93 ppm for the first instar,63.90 ppm and 133.07 ppm for the second inslar,72.45 ppm and 139.82 ppm for the third instar,78.93 ppm and 143.20 ppm for the fourth instar,respectively. During the pupal stage the methanolic extract of M.oleifera showed that the LC_(50),and LC_(90) values were 67.77 ppm and 141.00 ppm,respectively.Conclusions:The present study indicates that the phytochemicals derived from M.oleifera seeds extracts are effective mosquito vector control agents and the plant extracts may be used for further integrated pest management programs. 展开更多
关键词 Moringa oleifera Anopheles STEPHENSI Insecticide LARVICIDE Pupicide Malaria Phytochemical Mosquito vector control plant extract LARVICIDAL activity
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Construction of Double Right-Border Binary Vector Carrying Non-Host Gene Rxo1 Resistant to Bacterial Leaf Streak of Rice
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作者 Xu Mei-rong XIA Zhi-hui +3 位作者 ZHAI Wen-xue Xu Jian-long ZHOU Yong-li LI Zhi-kang 《Rice science》 SCIE 2008年第3期243-246,共4页
Rxol cloned from maize is a non-host gene resistant to bacterial leaf streak of rice. pCAMBIA1305-1 with Rxo1 was digested with Sca I and NgoM IV and the double right-border binary vector pMNDRBBin6 was digested with ... Rxol cloned from maize is a non-host gene resistant to bacterial leaf streak of rice. pCAMBIA1305-1 with Rxo1 was digested with Sca I and NgoM IV and the double right-border binary vector pMNDRBBin6 was digested with Hpa I and Xma I. pMNDRBBin6 carrying the gene Rxo1 was acquired by ligation of blunt-end and cohesive end. The results of PCR, restriction enzyme analysis and sequencing indicated that the Rxo1 gene had been cloned into pMNDRBBin6. This double right-border binary vector, named as pMNDRBBin6-Rxol, will play a role in breeding marker-free plants resistant to bacterial leaf streak of rice by genetic transformation. 展开更多
关键词 Rxo1 gene double right-border binary vector RICE bacterial leaf streak selectable marker-free plant resistance gene
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