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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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Construction of Plant Expression Vector for Recombinant Human Epidermal Growth Factor (hEGF)
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作者 武玉永 刘东东 +1 位作者 信凯 姚庆收 《Agricultural Science & Technology》 CAS 2013年第7期937-940,978,共5页
ObjectiveThis study aimed to construct plant expression vector for recombinant human epidermal growth factor (hEGF) and further to provide a basis for the expression of hEGF in peanut hairy root system. MethodAccord... ObjectiveThis study aimed to construct plant expression vector for recombinant human epidermal growth factor (hEGF) and further to provide a basis for the expression of hEGF in peanut hairy root system. MethodAccording to the hEGF sequence in GenBank, hEGF was synthesized artificially; subsequently, hEGF gene was ligated with green fluorescent protein (GFP) gene, and their ligation product was then amplified with primers flanked with corresponding endonuclease cleavage sites, followed by double digestion by Sal I and EcoR I of the amplified products; next, pRI 101 AN DNA was extracted and digested by both Sal I and EcoR I; susequently, the digestion products of hEGF and GFP ligation fragment by Sal I and EcoR I and the digestion products of pRI 101 AN plasmid DNA by Sal I and EcoR I were ligated, and their ligation product was transformed into Escherichia coli XL10-Gold, followed by extraction of DNA from the recombinants exhibiting green fluorescence, which was then identified by enzymatic digestion and PCR, and the verified recombinant plasmid DNA was named pBZG101. ResultHuman epidermal growth factor gene (hEGF) and green fluorescent protein gene (GFP) were successfully ligated, and their ligation fragment was successfully ligated to pRI 101 AN DNA, finally with the acquirement of the plant expression vector for recombinant human epidermal growth factor-(pBZG101). ConclusionThe plant expression vector for recombinant human epidermal growth factor-(pBZG101)- was successfully constructed in this study. 展开更多
关键词 HEGF plant expression vector Escherichia coli CONSTRUCTION
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Cloning of H6H Gene from Atropa belladonna and Construction of the Efficient Plant Expression Vector
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作者 王贵君 郑月 +1 位作者 陈敏 廖志华 《Agricultural Science & Technology》 CAS 2011年第2期208-210,共3页
[Objective] The aim was to clone H6H gene from Atropa belladonna and construct an efficient plant expression vector.[Method] The coding sequence of H6H(Hyoscyamine 6β-hydroxylase)was cloned from Atropa belladonna w... [Objective] The aim was to clone H6H gene from Atropa belladonna and construct an efficient plant expression vector.[Method] The coding sequence of H6H(Hyoscyamine 6β-hydroxylase)was cloned from Atropa belladonna with RT-PCR.Then,the sequence was subcloned into the reconstructed plant binary expression vector p2301 to construct the recombinant vector p2301-H6H,which was then introduced into Agrobacterium tumefaciens strain LBA4404 and Agrobacterium rhizogenes strain C58C1,respectively.[Result] The engineering bacteria p2301-H6H-LBA4404 and p2301-H6H-C58C1 which could be directly used in genetic improvement were obtained.[Conclusion] The present research provided basis for the increasing of alkaloid content of Atropa belladonna by plant genetic engineering technology. 展开更多
关键词 Atropa belladonna Hyoscyamine 6β-hydroxylase plant expression vector
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Construction of Plant Virus Expression Vector pClYVV/CP/W and Expression of GFP
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作者 王振东 王晓华 +5 位作者 孟鹏 秦会权 郑新伟 刘芳普 薛立江 张敏 《Agricultural Science & Technology》 CAS 2009年第5期38-41,48,共5页
[ Objective] The study was to report the construction of plant virus expression vector pCIYVV/CP/W and the expression of green fluorescent protein(GFP) with pCIYVV/CP/W, and to develop effective plat virus vector fo... [ Objective] The study was to report the construction of plant virus expression vector pCIYVV/CP/W and the expression of green fluorescent protein(GFP) with pCIYVV/CP/W, and to develop effective plat virus vector for plant bioreactor to produce useful protein. [ Method] A section of multiple cloning sites among NIb/CP genes in pCIYVV genome and deoxyribonucleotide polylinker of cleavage recognition sequence containing viral protease Nla were cloned with infectivity full-length cDNA of clover yellow vein virus (CIYVV), and pCIYVV/CP/W vector was constructed, GFP gene was inserted into pCIyVV/CP/W to construct the pCIYVV/CP/W/GFP vector. The transcription situation of recombinant virus clone was detected by RT-PCR, and targeted gene products expressed by recombinant virus clone were detected with western blot (WB). [Result] The broad bean seedling inoculated with pCIYVV/CP/W/GFP expressed the same symptom as wild type CIYVV, morbidity was of 100%, the result showed that recombinant virus clone pCIYVV/CP/W/GFP didn't suppress, insertion of foreign gene didn't destroy the open reading frame of pCIYVV/CP/W. Foreign gene can keep living in F, progeny virus genorne steadily, recombinant virus clone pCIYVV/CP/W/GFP could steadily express GFP in progeny virus at least.[ Conclusion] The useful plant virus vector was provided for useful protein expressing. 展开更多
关键词 plant virus expression vector pCIYVV/CP/W pCIYVV/CP/W/GFP CONSTRUCTION EXPRESSION
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Generating Marker-Free Transgenic Tobacco Plants by Agrobacteriummediated Transformation with Double T-DNA Binary Vector 被引量:6
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作者 周红艳 陈松彪 +3 位作者 李旭刚 肖桂芳 魏晓丽 朱祯 《Acta Botanica Sinica》 CSCD 2003年第9期1103-1108,共6页
We have developed a 'double T-DNA' binary vector system for generating selectable marker-free transgenic plants by Agrobacterium-mediated transformation. The 'double T-DNA' binary vector pDLBRBbarm whi... We have developed a 'double T-DNA' binary vector system for generating selectable marker-free transgenic plants by Agrobacterium-mediated transformation. The 'double T-DNA' binary vector pDLBRBbarm which carried two independent T-DNAs, one containing a selectable marker neomycin phosphotransferase (nptII) gene and the other a bargene, was constructed. Transgenic tobacco (Nicotiana tabacum L.) plants were then produced by Agrobacterium-mediated transformation with this vector. Frequency of the primary transformants co-integrated with npt II gene and bar gene was 59.2%. Segregation of two T-DNA regions was found in 3 out of 4 T-1 lines from co-transformed T-0 plants with nptII and bar PPT-resistant and kanamycin-sensitive plants were in approximate 19.5% of the T-1 plants. The result indicated that this 'double T-DNA' vector system could be a workable approach to generate transgenic plants free from selectable marker genes. Co-transformation of nptII gene and bar gene to plants with mixtures of Agrobacterium tumefaciens strains containing single T-DNA vectors was also tested. Frequency of co-transformed plants was 20.0%-47.7% and relatively low as compared with that of 'double T-DNA' vector system. 展开更多
关键词 plant transformation MARKER-FREE double T-DNA vector TOBACCO
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Cloning of CBF3 Gene from Arabidopsis thaliana and Construction of Plant Expression Vector 被引量:3
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作者 张春平 束良佐 +2 位作者 张启军 吕川根 蔡小宁 《Agricultural Science & Technology》 CAS 2011年第5期670-673,共4页
[Objective] The aim was to clone CBF3 gene from Arabidopsis thaliana and construct plant expression vector pCAMBIA1301-Rd29A-CBF3.[Method] CBF3 gene and stress-inducible promoter Rd29A were amplified from the genomic ... [Objective] The aim was to clone CBF3 gene from Arabidopsis thaliana and construct plant expression vector pCAMBIA1301-Rd29A-CBF3.[Method] CBF3 gene and stress-inducible promoter Rd29A were amplified from the genomic DNA of A.thaliana for the construction of plant expression vector.[Result] Sequencing results showed that the cloned CBF3 gene had 750 bp,and showed 100% identity with the sequence published on GenBank.The promoter Rd29A had 1 425 bp,and showed 100% identity with the sequence published on GenBank.[Conclusion] Based on the binary vector pCAMBIA1301,the plant expression vector pCAMBIA1301-Rd29A-CBF3 was constructed successfully,which could materially improve the salt resistance,drought-tolerance,cold resistance of plants. 展开更多
关键词 CBF3 RD29A PROMOTER CLONE plant expression vector
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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
The upstream regulatory region of a seed specific gene was isolated from the genomic DNA of Brassica napus by PCR amplification. The cloned fragment contained 1755 nucleotides, and shared a sequence homology of 99.6%... The upstream regulatory region of a seed specific gene was isolated from the genomic DNA of Brassica napus by PCR amplification. The cloned fragment contained 1755 nucleotides, and shared a sequence homology of 99.6% with the reported data. The coding region of oleic acid desaturase gene was then cloned from Arabidopsis thaliana. The sequencing analysis indicated that the sequence of the PCR product was just the same as reported before. In addition, the plant expression vector harboring the seed specific promoter and trans Fad2 gene was constructed. 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 Zea mays BIOINFORMATICS plant expression vector
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Transcriptome analysis reveals potential genes associated with plant height in rice
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作者 CAN CHEN RUI FENG +6 位作者 ZONGQIONG ZHANG XIUZHONG XIA BAOXUAN NONG YU ZENG HUI GUO XINGHAI YANG DANTING LI 《BIOCELL》 SCIE 2023年第2期409-421,共13页
Plant height(PH)is a complex trait regulated by the environment and multiple genes.PH directly affects crop yield,harvest index,and lodging resistance.From plant dwarf mutants,many genes related to PH have been identi... Plant height(PH)is a complex trait regulated by the environment and multiple genes.PH directly affects crop yield,harvest index,and lodging resistance.From plant dwarf mutants,many genes related to PH have been identified and described.Nonetheless,the molecular mechanism of height regulation in high-culm rice mutants has not been well studied.By using transcriptome and weighted gene co-expression network analysis(WGCNA),we identified the differentially expressed genes(DEGs)between high-culm rice mutants(MUT)and wild-type(WT)and explored the key pathways and potential candidate genes involved in PH regulation.Transcriptome analysis identified a total of 2,184 DEGs,of which 1,317 were identified at the jointing stage and 1,512 were identified at the heading stage.Kyoto Encyclopedia of Genes and Genomes enrichment showed that the enrichment pathways were mainly involved in plant hormone signal transduction,ABC transportation,and steroid hormone biosynthesis.Among these metabolic pathways,LOC_Os05g43910 and LOC_Os01g35030 were auxin(IAA)-related genes,up-regulated in MUT and LOC_Os02g08500(LEPTO1),LOC_Os11g04720,and LOC_Os12g04500 were cytokinin(CK)-related genes,downregulated in MUT.The WGCNA identified four modules(light cyan,dark grey,grey,and pale turquoise)closely related to PH,and seven key genes were screened from these modules,of which two were up-regulated cell wallrelated genes(LOC_Os01g26174(OsWAK5),LOC_Os06g05050)in MUT,and one gibberellic acid(GA)gene(LOC_Os06g37364,OsKO2)was also up-regulated.These genes might be closely related to PH regulation.These findings help us better understand the transcriptional regulation of rice plant growth and development and provide a theoretical basis for mapping and cloning the PH regulatory genes. 展开更多
关键词 RICE plant height TRANSCRIPTOME Weighted gene co-expression network analysis Differentially expressed gene
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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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选煤厂大煤块智能图像识别方法研究
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作者 张文军 《自动化仪表》 CAS 2024年第10期75-79,共5页
针对现有选煤厂大煤块识别受到大煤块与矸石线性不可分影响,导致识别效率低、识别精度差的问题,设计了一种选煤厂大煤块智能图像识别方法。首先,应用图像采集设备获取煤块混合图像,并对图像进行增强、去噪等操作,以完成图像预处理。然后... 针对现有选煤厂大煤块识别受到大煤块与矸石线性不可分影响,导致识别效率低、识别精度差的问题,设计了一种选煤厂大煤块智能图像识别方法。首先,应用图像采集设备获取煤块混合图像,并对图像进行增强、去噪等操作,以完成图像预处理。然后,计算煤块的面积和厚度,以获取煤块与矸石的物质特征。最后,基于煤块与矸石的X射线衰减曲线完成识别阈值的设定,并结合最小二乘支持向量机解决煤块与矸石的线性不可分问题,从而完成大煤块图像的智能识别。对比试验结果表明,所提方法应用效果较好、识别率及识别精度较高、识别速度较快,总体性能优于对比方法。该方法可大幅提升大煤块图像识别效果,有较高的应用价值。 展开更多
关键词 选煤厂 智能图像 大煤块识别 X射线衰减曲线 线性不可分 支持向量机
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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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An introductory review on the common brown leafhopper(Orosius orientalis):A new soybean pest
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作者 Tianhao Pei Xin Cui +1 位作者 Shusen Shi Yu Gao 《Oil Crop Science》 CSCD 2024年第3期198-203,共6页
Soybean pests are one of the major factors limiting yield improvement.With the expansion of area and changes in cropping patterns,a number of new pests have been identified in the main soybean production areas of Chin... Soybean pests are one of the major factors limiting yield improvement.With the expansion of area and changes in cropping patterns,a number of new pests have been identified in the main soybean production areas of China.The common brown leafhopper,Orosius orientalis,is a new pest associated with soybean stay-green virus that has been discovered on cultivated soybean crop in the Yellow-Huai-hai region of China in recent years.The polyphagous insect has a wide feeding range and infests a variety of important grain and cash crops.This paper presents the basic information,geographical distribution,hosts,damage characteristics,plant virus transmission,occurrence patterns,and prevention and control measures O.orientalis.This review also provides insights into integrated prevention and control of the genus Orosius as an insect vector. 展开更多
关键词 SOYBEAN LEAFHOPPER plant virus Insect vector Orosius orientalis
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