摘要
萝卜(Raphanus sativus L.)是十字花科萝卜属一、二年生根菜类蔬菜作物,在我国的种植面积位居前列,是出口创汇的主要蔬菜品种。萝卜的主要产品器官是肉质根,其发育的好坏直接关系到萝卜的品质和产量。肉质根的形成膨大是个复杂的形态建成过程,但目前对其形成的研究多是集中于解剖结构、形态学描述和生理生化机制方面,而对萝卜肉质根形成的分子生物学基础研究还较少。本研究利用双向电泳技术、mRNA差异显示技术和构建cDNA文库技术分析肉质根不同发育时期蛋白质组变化、差异表达基因的表达情况以及分析肉质根不同发育时期的表达谱,研究结果将有助于从不同水平上分析萝卜肉质根形成的分子生物学特征,为萝卜品质与产量的遗传改良提供一定的理论依据。主要研究结果如下:
1.以'NAU-ZQH'为材料,采用改良的三氯乙酸-丙酮-酚提取法分别提取破肚期、叶片生长盛期、膨大期萝卜肉质根总蛋白,进行双向电泳并用软件PDQuest8.0对电泳图谱进行分析。结果表明,在肉质根发育不同时期有25个蛋白点表现出明显差异,其中6个蛋白质点从破肚期开始表现为下调、13个蛋白质点表现为上调、3个蛋白质点仅在肉质根膨大盛期才出现、3个蛋白质点先下调后上调。对其中18个有代表性的、可靠的差异蛋白点进行MALDI-TOF/TOF质谱分析,成功鉴定出17个差异蛋白。生物信息学分析表明,它们参与到糖和能量代谢、蛋白质合成和代谢以及稳定、信号转导、抗性与调控相关等生命过程。利用RT-PCR技术对相应差异蛋白基因的表达情况进行了分析,结果显示有11个差异蛋白的变化趋势与其对应的基因转录水平变化相一致,有4个表现为不一致。
2.利用]nRNA差异显示技术分析肉质根不同发育时期的差异基因表达情况,用3条锚定引物与78条随机引物共234个组合进行扩增。经过二次扩增验证,成功分离到50条cDNA差异片段。将差异片段回收测序,结果显示,这些差异片段分别参与了转录调控、信号转导、普通新陈代谢、转运通道、防卫与胁迫反应、蛋白质代谢等功能,如NADH脱氢酶亚基、TIFY、翻译调控蛋白、钙依赖蛋白激酶29、18S核糖体RNA、水通道蛋白等,表明萝卜肉质根的发育是一个复杂的过程,涉及到多种代谢途径与抗逆反应的协同调控。
3.以不同发育阶段的肉质根为材料,成功构建了萝卜肉质根全长cDNA文库。对该cDNA文库测序获得8,807条高质量的EST序列,拼接后产生5088个unigenes(包括1,510个contig和3,578个sigleton),长度在100-1,592bp之间,平均长度为545bp。基于相似性比对,分别有4,684(92.1%)、4,512(88.7%)和3,168(62.3%)个unigene与Nt、Nr、SWISSPORT数据库的序列有相似性。进一步按照COG(Cluster of Orthologous Groups of proteins)功能分类,有1,475个unigene被分为24类,其中所占比例最大的是预测仅有全局功能(268,20.3%),其次是翻译后修饰、蛋白质折叠及伴侣蛋白分子(162,12.27%),其他的参与能量、氨基酸、核苷酸等的运输和代谢,以及防御机制、细胞结构与运动等功能。KEGG (Kyoto Encyclopedia of Genes and Genomes)注释结果表明,有4,490个unigene被归为145条KEGG pathway,其中与代谢途径相关的unigenes序列最多,包括碳水化合物代谢、氨基酸代谢以及次级代谢物的生物合成等。
4.通过Solexa高通量测序的方法分析肉质根不同发育时期的表达谱,构建了两个Solexa文库。测序结果产生了大量标签,在两个文库中分别产生了254,922个和145,414个清晰标签。通过与已知数据库进行比对,分别有53,941个和35,435个清晰标签能够匹配到参考基因上,所占的比例分别为21.16%和24.37%。按照筛选差异基因的标准,找到了166个上调基因和292个下调的基因。COG功能分类分析表明,这些差异基因共分为17个类别,主要是参与代谢(35.6%)、细胞过程和信号(28.0%)。KEGG pathway分析显示,其参与了63个pathway。随机筛选20个差异基因采用RT-PCR方法验证,证明试验结果与测序结果基本一致,证实了本试验测序数据的可靠性。
5.基于构建的cDNA文库,在5,088条unigene上检测到了179个SSR,分布于176条unigene上。萝卜EST-SSR的重复类型比较丰富,从二核苷酸到六核苷酸都存在,其中二核苷酸所占全部SSR比例最大(50.8%),其次是三核苷酸(29.6%)其他类型所占比例较小。在萝卜的EST-SSR中,共观察到55种重复基元类型,其中在二核苷酸重复基元中,GA/TC (50.55%)和AG/CT (45.55%)是最主要的类型;在三核苷酸重复基元中,GAA/TTC位居首位,占24.53%,其次是TCA/TGA (9.43%), AAG/CTT (9.43%)和ACA/TGT (9.43%)。基于检测到的EST-SSR,共设计了125对引物,并有110对得到扩增产物。筛选其中28对引物对32个萝卜品种进行遗传多样性分析,结果显示等位基因数从2到7不等,平均为3.5;PIC(polymorphism information content)值平均为0.5。32个萝卜品种在遗传相似系数0.62处分为三大组,主要与萝卜品种皮色及根形等性状相关联。利用这28对引物在十字花科3个属的12个作物上进行SSR通用性的验证,结果显示有18对引物可以在这12个作物上得到扩增产物,通用性达到64.2%。测序结果表明,等位基因的多样性主要表现在重复基元数目上的差异。结果表明新开发的EST-SSR标记可以作为萝卜种质鉴定和遗传改良的一种有力的工具。
6.根据文库中鉴定到的蔗糖磷酸合成酶基因(SPS)片段,利用同源克隆技术分离到该基因的全长,命名为RsSPS1.其编码区基因组序列长度为4,945bp,包括13个外显子和12个内含子;cDNA长度为3,261bp,‘开放阅读框(ORF)为3,135bp,推导编码1,044个氨基酸,含有GT1-Sucrose-synthase功能域。ORF序列与拟南芥ATSPS1(GenBank accession No.AY039911)同源性达到91%。系统发育树分析显示,RsSPSl与拟南芥ATSPS1聚为一组,亲缘关系很近。半定量RT-PCR与实时定量RT-PCR分析表明,该基因在肉质根发育的不同时期不同部位中都有表达,但表达量有明显差异,在膨大后期木质部中表达量明显高于其他时期和部位。
Radish (Raphanus sativus L.) belongs to the Brassicaceae family and is an important worldwide vegetable crop with high nutrition and medical value. Fleshy tap root is the main edible part and its development is much related to the yield and quality in radish. The development of taproot is a complex morphogenetic process. The research of fleshy taproot development experiences a long period of morphological, physiological and biochemical description. However, the scarcity of knowledge on root development molecular mechanism contributes to difficulties in breeding, production, and storage. In the present study, the changes on proteome and the difference of gene expression during the taproot development of radish were analyzed by two-dimensional electrophoresis, differential display reverse transcription and cDNA library construction. The results would provide theoretical basis for studying the molecular characterization of taproot development and improving important horticultural traits in radish breeding program. Main research results were as follows.
1. A proteomic approach was employed to study the mechanism of radish taproot development with the high advanced inbred line'NAU-ZQH'as material. Proteins were extracted from roots by using modified TCA-acetone-phenol extraction method and profiled by two-dimensional gel electrophoresis. The differentially expressed proteins were determined by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF-MS). A total of25protein spots displayed significant difference and17were successfully identified as either up-regulation (11spots) or down-regulation (6spots) in intensity relative to the development stages, of which,15had known functions. The identified proteins had functions related to sucrose and energy metabolism, protein metabolism and stability, resistance related proteins, signal transduction and regulation proteins. RT-PCR approach based on peptide sequences was used to compare transcript and protein accumulation patterns for17differential proteins. Of these proteins,11patterns of induced transcript accumulation were consistent with those of induced protein accumulation.
2. Differential-display reverse transcription-PCR (DDRT-PCR) was used to investigate the difference of gene expression during the taproot development of radish. A total of50differential fragments had been obtained in total of234selective amplifications.43fragments showed high sequence similarity to the genes of known or putative function, which were involved in transcriptional regulation, signal transduction, metabolism, transport channel and stress responding as well as protein metabolism such as NADH dehydrogenase, TIFY, translationally-controlled tumor protein, calcium-dependent protein kinase29,18S ribosomal RNA, aquaporin TIP2. The results indicated that the development of taproot was a complex process involving several pathways and stress responding.
3. In this study, a full-length cDNA library from the taproot tissue was constructed and characterized. A total of10,052ESTs were generated from cDNA libraries of radish, of which were8,807high quality ESTs with an average length of515bp. Cluster analysis revealed the presence of1,510contigs and3,578singletons, representing5,088unigenes. Based on the sequence similarity search,4,684(92.1%),4,512(88.7%) and3,168(62.3%) of the unigenes showed homology with sequences in the Nr, Nt and SwissProt databases, respectively. According to molecular function of COG (Cluster of Orthologous Groups of proteins) classification,1,475unigenes were assigned and sorted into24groups. Based on the known or predicted annotation, the unigenes involved in general function prediction only ranked the first, followed by those in posttranslational modification, protein turnover, chaperones. A total of4,490unigenes were assigned to specific Kyoto Encyclopedia of Genes and Genomes pathways. The enzymes in the metabolism group were most represented and dominated by'carbohydrate'followed by'energy'metabolism.
4. To investigate the profile of gene expression in radish taproot of different development stages, solexa sequencing was used to produce genome-wide gene expression profiling. The sequencing results showed that a large number of tags were generated from the taproot of two different stages, including254,922and145,414clean tags with more than one copy in the two libraries, respectively. Of these,53,941(21.16%) and35,435(24.37%) tags were matched to the reference genes. The tags with log2ratio>2or<-2(P<0.001) and FDR<0.01were characterized as the most differentially expressed genes and further analyzed, representing166up-regulated and292down-regulated genes, which were classified into17functional categories based on COG functional category. Moreover, the differentially expressed genes were queried against the KEGG pathway database and mapped to63KEGG pathways. Furthermore, the expression patterns of20genes selected were assessed by semi-quantitative RT-PCR, and the results showed general agreement with the Solexa data, which basically confirmed the reliability of our transcriptome analysis.
5. To develop novel expressed sequence tags-simple sequence repeats (EST-SSR) markers in radish, a set of179SSRs, distributing in176unigene sequences, were detected by the software SSR Locator Ⅰ v.1, of which,50.84%were di-nucleotide, followed by tri-(29.61%), hexa-(9.49%), penta-(6.15%) and tetra-nucleotide (3.91%), respectively. GA/TC (25.69%) was the most frequent repeat type of all repeat types. Out of125primer pairs designed,110(88%) could generate unambiguous amplification products. Totally28EST-SSR primer pairs were selected for genetic diversity analysis in32radish genotypes. It was found that two to seven alleles could be detected with a mean of3.5and the polymorphism information content (PIC) values of these primers ranged from0.000to0.825with the average of0.500. The32accessions were generally divided into three main clusters at a similarity index value of0.60, which was mainly in accordance with the different biological characterizations of the accessions. In addition, the28EST-SSR primer pairs were further used to test the transferability on12accessions from three genera of Raphanus, Brassica and Arabidopsis in Brassicaceae. The results showed that18primer pairs (64.2%) could produce target PCR bands in the12accessions. The EST-SSR markers developed herein represented a valuable resource for the genetic diversity analysis, genetic mapping and marker-assisted selection in radish.
6. An EST homolog to sucrose phosphate synthase (SPS) was found from the cDNA library, and the full length sequence of RsSPS1was obtained by homology cloning. The genome sequence was4,945bp including13extrons and12introns. The cDNA consisted of an open reading frame (ORF) of3,141bp and the predicted protein of1,044amino acids. The sequence of coding region showed the high homology of91%with SPS gene reported on Arabidopsis (GenBank accession No.AY039911). Phylogenetic tree analysis indicated that RsSPS1had a very close relationship with AtSPSl of Arabidopsis. Semi-quantitative reverse transcriptional-polymerase chain reaction and Real-time quantitative RT-PCR were performed to analyze the temporal and spatial expression pattern of RsSPS1. It was found that RsSPS1expressed in leaves, phloem and xylem of taproot with significantly different transcript level over the whole development stages.
引文
崔永兰.石蒜属植物cDNA文库构建与表达序列标签(EST)分析.南京林业大学,南京,博士学位论文,2005
党晨,高越,阎晗,等.利用蛋白质组技术分析Cd2+对萝卜幼苗生长的影响.中国生态农业学报,2012,20(2):231-235
范宝莉,王振英,彭永康.镉胁迫下三个萝卜栽培种蛋白质变化的双向电泳比较研究.植物研究,2005,3(25):298-304
范一民.树干毕赤酵母cDNA文库的构建及EST序列测定.南京林业大学,南京,硕士学位论文,2005
黄浩,柳李旺,龚义勤,等.萝卜总RNA提取与mRNA差异显示技术.植物生理学通讯,2004,40(4):483-486
贾晋,张鲁刚.萝卜DDRT-PCR技术体系的优化.西北农林科技大学学报(自然科学版),2008,36(4):128-134
姜晶,李天来.番茄蔗糖代谢关键基因的分子生物学研究.生物技术,2005,15(1):82-85
赖德强.萝卜镉胁迫响应的蛋白质组学研究.南京农业大学,南京,硕士学位论文,2011
李春子,成善汉.植物小分子热激蛋白的进化及表达调控研究进展.热带生物学报,2002:193-196
李芳,陈永珍,陈谦SSEA-1、SSEA-3、Oct-4及hTERT在人胚胎生殖细胞中的表达.扬州大学学报(农业与生命科学版),2007,12:21-24
李开拓.荔枝果实成熟过程中的差异蛋白质组学研究.福建农林大学,福州,博士学位论文,2011
李晓丽,王建军,崔瑞洁,等.大豆铁蛋白基因GmFerritin在玉米中的遗传转化.安徽农业大学学报,2012,39(2):263-268
李兴军,汪国云.杨梅花芽孕育期间叶片酸性转化酶活性及糖类含量的变化.四川农业大学学报,2000,18(2):164-166
李颖,马锋旺.抗坏血酸过氧化物酶基因转化苹果的研究.西北农业学报,2010,(1):140-143
李玉青,李成奇,王清连.利用mRNA差异显示技术筛选棉纤维发育相关基因.江苏农业学报,2011,27(2):443-444
李跃建,梁根云,刘小俊,等.黄瓜嫁接苗和自根苗的蛋白质组学研究.园艺学报,2009,36(8):1147-1152
刘大丽,马龙彪,郝慧.甜菜蔗糖磷酸合成酶基因的克隆及序列分析.中国糖料,2010,4:6-8
刘凯,曾继吾,夏瑞,等.mRNA差异显示技术及其在园艺植物上的应用.亚热带植物学报,2009,38(1):78-84
刘凌霄,沈法富,卢合全,等.蔗糖代谢中蔗糖磷酸合成酶(SPS)的研究进展.分子植物育种,2005,3(2):275-281
刘贤娴,王淑芬,李莉娜,等.萝卜肉质根膨大过程中主要农艺学性状的变化.山东农业科学,2010,4:31-33
刘洋,顿宝庆,张保明,等.甜高粱蔗糖磷酸合成酶基因(SPS3-1)的克隆与序列分析.分子植物育种,2011,9(3):357-363
卢钢,庄晓英,叶纵芝.萝卜肉质根膨大过程库活性与蛋白质变化研究.浙江大学学报(农业与生命科学版),2004,30(1):39-43
卢合全,沈法富,刘凌霄,等.植物蔗糖合成酶功能与分子生物学研究进展.中国农学通报,2005,21(7):34-37
栾升.高等植物中的蛋白磷酸酶与信号传递途径.植物学报,1998,40(10):883-889
潘敏慧.核糖体RNA研究进展.蚕学通讯,2001,21(3):10-15
秦巧平,张上隆,谢鸣,等.果实糖含量及成分调控的分子生物学研究进展.果树学报,2005,22(5):519-525
杉山直仪(赖俊铭译).蔬菜的发育生理和栽培技术.北京农业出版社,1980,105-112
师科荣,王爱国.功能基因组学的研究方法.生物技术通讯,2002,13(4):301-304
史玉炜,高述民,王燕凌,等.植物干旱诱导蛋白及相关基因的表达与调控.新疆农业科学,2007,44(2):126-131
苏磊.花生种子全长cDNA文库序列分析及花生LEA基因家族的初步研究.山东师范大学,济南,博士学位论文,2010
谭亮萍,寿森炎.萝卜肉质根形成与膨大的生理研究.北方园艺,2006,1:17-19
汪隆植,何启伟.中国萝卜.北京科学技术文献出版社,2005,292-341
王玮.萝卜肉质直根形成膨大的生理生化、基因差异表达与甲基化变化研究.南京农业大学,南京,硕士研究生学位论文,2007
王玮,龚义勤,柳李旺,等.萝卜肉质根膨大过程中糖含量及蔗糖代谢相关酶活性分析.园艺学报,2007,34(5):1313-1316
王永章,张大鹏.乙烯对成熟期新红星苹果碳水化合物代谢的调控.园艺学报,2000,27(6):391-395
王颖.人参叶和根cDNA文库构建及表达序列标签分析.东北师范大学,长春,博士学位论文,2007
吴正景,程智慧,孟焕文.番茄叶片胞壁转化酶cDNA克隆及反义沉默表达分析.西北植物学报,2012,32(2):0241-0245
熊梦熙.植物高通量基因表达研究进展.安徽农业科学,2010,38(20):10524-10525
杨全,张卉,王文权,等.甘草根cDNA文库构建与分析.中国中药杂志,2008,33(12):1386-1389
杨永岗,张化生,李亚莉,等.高原夏季胡萝卜肉质根膨大与内源激素含量的关系.中国生态农业学报,2011,19(2):342-346
于远,张显,张勇,等.mRNA差异显示分离西瓜核雄性不育基因的相关cDNA片段.西北农林科技大学学报(自然科学版),2008,36(11):162-166
于喜艳,樊继德,何启伟.甜瓜果实蔗糖磷酸合成酶基因cDNA片段的克隆及表达分析.园艺学报2007,34(1):205-208
余瑛,夏玉先,蔡绍皙.植物小分子热休克蛋白.中国生物工程杂志,2003,23(7):38-41
张慧蓉,龚义勤,柳李旺,等.萝卜mRNA差异显示技术反应体系的优化及应用.江苏农业科学,2007,1:76-80
张明方,李志凌.高等植物中与蔗糖代谢相关的酶.植物生理学通讯,2002,38(3):289-295
张振贤,梁书华.根菜类蔬菜肉质根形成生理研究进展.山东农业大学学报,1994,25(2):249-254
郑强卿,郁松林,孟凤,等.6-BA+GA3对葡萄果实发育过程中糖积累及转化酶活性的影响.西北农业学报,2009,18(5):266-271
周君,徐剑,相人丽,等.蜜蜂磷酸丙糖异构酶基因(AmTpi)全长cDNA的电子克隆及其验证.福建农林大学学报(自然科学版),2009,38(2):154-159
朱长志.萝卜肉质根形成性状的蛋白组分析与种质资源鉴定.南京农业大学,南京,硕士学位论文,2009
Abid G, Muhovski Y, Jacquemin JM, et al. Characterization and expression profile analysis of a sucrose synthase gene from common bean(Phaseolus vulgaris L.) during seed development. Mol Biol Rep, 2012,39(2):1133-1143
Ablett E, Seaton G, Scott K, et al. Analysis of grape ESTs:global gene expression patterns in leaf and berry. Plant Science,2000,159:87-95
Adams MD, Kelley JM, Gocayne JD, et al. Complementary DNA sequencing:expressed sequence tags and human genome project. Science,1991,252:1651-1656
Adriana DG, Beatriz RC, Franco ML, et al. Differential display and suppression subtractive hybridization analysis of the pulp of ripening banana. Sci Hortic,2010,124:51-56
Aebersold R. A mass spectrometric journey into protein and proteome research. J Am Soc Mass Spectr, 2003,14(7):685-695
Aggarwal R, Hendre P, Varshney RK, et al. Identification, characterization and utilization of EST-derived genic microsatellite markers for genome analyses of coffee and related species. Theor Appl Genet, 2007,114:359-372
Aida M, Beis D, Heidstra R, et al. The PLETHORA genes mediate patterning of the Arabidopsis root stem cell niche. Cell,2004,119:109-120
Aina R, Labra M, Fumagalli P, et al. Thiol-peptide level and proteomic changes in response to cadmium toxicity in Oryza Sativa L. roots. Environ Exp Bot,2007,59:381-392
Alagna F, Torchia L, Servili M, et al. Comparative 454 pyrosequencing of transcripts from two olive genotypes during fruit development. BMC Genomics,2009,10:399
Alvarez-Buylla ER, Liljegren SJ, Pelaz S, et al. MADS-box gene evolution beyond flowers:expression in pollen, endosperm, guard cells, roots and trichomes. Plant J,2000,24(4):457-466
Anderson J, Churchill G, Autrique J, et al. Optimizing parental selection for genetic linkage maps. Genome,1993,36:181-186
Anderson NL, Anderson NG. Proteome and proteomics:New technologies, new concepts, and new words. Electrophoresis,1998,19(11):1853-1861
Atkinson D. The energy charge of the adenylate pool as regulatory parameter:interaction with feedback modifiers. Biochemistry,1968,11:4030-4034
Audic S. The significance of digital gene expression profiles. Genome Res,1997,7(10):986-995
Benbouza H, Jacquemin JM, Baudoin JP, et al. Optimization of a reliable, fast, cheap and sensitive silver staining method to detect SSR markers in polyacrylamide gels. Biotechnol Agro Societe Enviro, 2006,10:77-81
Bezemer TM, van Dam NM. Linking aboveground and belowground interactions via induced plant defenses. Trends Ecol Evol,2005,20:617-624
Blackstock WP, Weir MP. Proteomics:Quantitative and physical mapping of cellular proteins. Trends Biotechnol,1999,17(3):121-127
Blair MW, Fernandez AC, Ishitani M, et al. Construction and EST sequencing of full-length, drought stress cDNA libraries for common beans (Phaseolus vulgaris L.). BMC Plant Biol,2011,11:171
Bonoldo MF, Lennon G, Soares MB. Normalization and Subtraction:Two approaches to facilitate gene discovery. Genome Res,1996,6:791-806
Bradford M. A rapid and sensitive method for the quantitation of microgram quantities of protein utilizing the principle of protein-dye binding. Anal. Biochem,1976,72:248-254
Bruce TJA, Pickett JA. Plant defence signaling induced by biotic attacks. Curr Opin Plant Biol,2007,10: 387-392
Brummell DA. Differential expression of expansion gene family members during growth and ripening of tomato fruit. Plant Mol Biol,1999,39:161-169
Busov VB, Brunner AM, Strauss SH. Genes for control of plant stature and form. New Phytol,2008,177: 589-607
Cantero A, Barthakur S, Bushart TJ, et al. Expression profiling of the Arabidopsis annexin gene family during germination, deetiolation and abiotic stress. Plant Physiol Bioch,2006,44:13-24
Carninci P, Shibata Y, Hayatsu N, et al. Normalization and subtraction of cap-trapper-selected cDNAs to prepare full-length cDNA libraries for rapid discovery of new genes. Genome Res.,2000,10(10): 1617-1630
Chandran D, Sharopova N, Ivashuta S, et al. Transcriptome profiling identified novel genes associated with aluminum toxicity, resistance and tolerance in Medicago truncatula. Planta,2008,228: 151-166
Cho YG, Ishii T, Temnykh S, et al. Diversity of microsatellites derived from genomic libraries and GenBank sequences in rice (Oryza sativa L.). Theor Appl Genet,2000,100:713-722
Choi YE, Seo CT, Lee SG, et al. Growth and physiological responses of Chinese cabbage and radish to long-term exposure to elevated carbon dioxide and temperature. Hort Environ Biotech,2011,52: 376-386
Clark GB, Rowx SJ. Annexins of plant cells. Plant Physoil,1995,109:1133-1139
Clemens MJ. Targets and mechanisms for the regulation of translation in malignant transformation. Oncogene,2004,23(18):3180-3188
Cloutier S, Niu Z, Datla R, et al. Development and analysis of EST-SSRs for flax(Linum usitatissimum L.). Theor Appl Genet,2009,119:53-63
Coleman GD, Banados MP, Chen THH. Poplar bark storage protein and a related wound-induced gene are differentially induced by nitrogen. Plant Physiol,1994,106:211-215
Collard BCY, Mackill DJ. Marker-assisted selection:an approach for precision plant breeding in the twenty-first century. Philoso Trans R Soc Lond B Biol Sci,2008,363:557-572
Cordeiro GM, Casu R, Mclntyre CL, et al. Microsatellite markers from sugarcane(Saccharum spp.) ESTs cross transferable to erianthus and sorghum. Plant Sci,2001,160:1115-1123
Costa V, Angelini C, De Feis I, et al. Uncovering the complexity of transcriptomes with RNA-Seq. J Biomed Biotechnol,2010,2010:1-19
Coudert Y, Perin C, Courtois B, et al. Genetic control of root development in rice, the model cereal. Trends Plant Sci,2010,15:219-226
Cristina BS, Sara HA, Pablo GM, et al. Structure, expression profile and subcellular localisation of four different sucrose synthase genes from barley. Planta,2011,234(2):391-403
Dantec LL, Chagne D, Pot D, et al. Automated SNP detection in expressed sequence tags:statistical considerations and application to maritime pine sequences. Plant Mol Biol,2004,54:461-470
Diataheko L, Lau YFC, Campbell AP, et al. Suppression subtractive hybridization:A method for generating differentially regulated or tissue-specific cDNA probes and libraries. Proc Natl Acad Sci USA,1996,93:6025-6030
Dickinson CD, Altabella T, Chrispeels MJ. Slow-growth phenotype of transgenic tomato expressing apoplastic invertase. Plant Physiol,1991,95:420-425
Dinnenny JR, Long TA, Wang JY, et al. Cell identity mediates the response of Arabidopsis roots to abiotic stress. Science,2008,320:942-945
Dolan L, Janmaat K, Willemsen V, et al. Cellular organisation of the Arabidopsis thaliana root. Development,1993,119:71-84
Dong CH, Li C, Yan XH, et al. Gene expression profiling of Sinapis alba leaves under drought stress and rewatering growth conditions with Illumina deep sequencing. Mol Biol Rep,2012,39:5851-5857
Drozdova S. Effects of light spectral quality on morphogenesis and source-sink relational in radish plants. Russ J Plant Physiol,2004,7:415-420
Du CX, Fan HF, Guo SR, et al. Proteomic analysis of cucumber seedling roots subjected to salt stress. Phytochemistry,2010,71:1450-1459
Ellis J, Burke J. EST-SSRs as a resource for population genetic analyses. Heredity,2007,99:125-132
Ewing RM, Kahla AB, Poirot O. Large-scales statistical analysis of rice ESTs reveal correlate Kahlad patterns of gene expression. Genome Res,1999,9:950-959
Farrar J, Pollock C, Gallagher J. Sucrose and the integration of metabolism in vascular plants. Plant Sci, 2000,154:1-11
Fieuw S, Wiltenbrink J. Sugar transport and sugar-metabolizing enzymes in sugar beet storage roots (Beta vuIgaris ssp. altissima). J Plant Physiol,1990,137:216-223
Fimove VA, Chakhmakhcheva OQ, Archdeacon J, et al. Detection of the 5'-cap structure of messenger RNAs with the use of the CAP-jumping approach. Nucleic Acids Res,2001,29:4751-4759
Fizames C, Munos S, Cazettes C, et al. The Arabidopsis root transcrip-tome by serial analysis of gene expression. Plant Physiol,2004,134:67-80
Fu YB, Peterson GW, Yu JK, et al. Impact of plant breeding on genetic diversity of the Canadian hard red spring wheat germplasm as revealed by EST-derived SSR markers. Theor Appl Genet,2006, 112:1239-1247
Fujita M, Fujita Y, Noutoshi Y, et al. Crosstalk between abiotic and biotic stess responses:a current view from the points of convergence in the stress signaling networks. Curr Opin Plant Biol,2006,9: 436-442
Geldner N, Richter S, Vieten A, et al. Partial loss-of-function alleles reveal a role for GNOM in auxin transport-related, post-embryonic development of Arabidopsis. Development,2004,131:389-400
Glinski M, Weckwerth W. The role of mass spectrometry in plant systems biology. Mass Spectrom Rev, 2006,25(2):173-214
Gorecka KM, Thouverey C, Buchet R, et al. Potential role of annexin AnnAtl from Arabidopsis thaliana in pH-mediated cellular response to environmental stimuli. Plant Cell Physiol,2007,48:792-803
Groot PW, Roeven RTP, Griensven LJ, et al. Different temporal and spatial expression of two hydrophobinen coding genes of the edible mushroom Agaricus bisporus. Microbiology,1999, 145(5):1105-1113
Gustafson PGP, Nagy INI, Stagel ASA, et al. Development, characterization, and transferability to other Solanaceae of microsatellite markers in pepper(Capsicum annuum L.). Genome,2007,50:668-688
Gygi SP, Rochon Y, Aebersold R. Correlation between protein and mRNA abundance in yeast. Mol Cell Biol,1999,19:1720-1730
Hamann T, Mayer U, Jurgens G. The auxin-insensitive bodenlos mutation affects primary root formation and apical-basal patterning in the Arabidopsis embryo. Development,1999,126(7):1387-1395
Han Z, Wang C, Song X, et al. Characteristics, development and mapping of Gossypium hirsutum derived EST-SSRs in allotetraploid cotton. Theor Appl Genet,2006,112:430-439
Han ZG, Guo WZ, Song XL, et al. Genetic mapping of EST-derived microsatellites from the diploid Gossypium arboreum in allotetraploid cotton. Mol Genet Genomics,2004,272:308-327
Hara M, Takahashi I, Yamori M, et al. Effects of 5-aminolevulinic acid on growth and amylase activity in the radish taproot. Plant Growth Regulation,2011,64:287-291
Harbron S, Foyer C, Walker D. The purification and properties of sucrose-phosphate synthetase from spinach leaves the involvement of this enzyme and fructose biophosphatase in the regulation of sucrose biosynthesis. Arch Bilchem Biophys,1981,212:237-246
Hardie G, Hanks S. The protein kinase facts book. London:Academic Press,1995
Hasegawa PM, Bressan RA, Zhu J-K, et al. Plant cellular and molecular responses to high salinity. Annu Rev Plant Physiol Plant Mol Biol,2000,51:463-499
Hauser MT, Morikami A., Benfey PN. Conditional root expansion mutants of Arabidopsis. Development, 1999,121:1237-1252
Hawker JS. Enzymes concerned with sucrose synthase and transformation in seeds of maize, broad bean and castor bean. Phytochemistry,1971,11:2313-2322
Heim U, Weber H, Wobus U. Cloning and characterization of full-length cDNA encoding sucrose phosphate synthase from faba bean. Gene,1996,178:201-203
Helfert S, Estevez AM, Bakker B, et al. Roles of triosephosphate isomerase and aerobic metabolism in Trypanosoma brucei. Biochem J,2001,357(1):117-125
Hesse H, Sonnewald U, Willmitzer L. Cloning and expression analysis of sucrose phosphate synthase from sugar beet(Beta vulgaris L.). Mol Gen Genet,1995,247:515-520
Hisano H, Sato S, Isobe S, et al. Characterization of the soybean genome using EST-derived microsatellite markers. DNA Res,2007,14:271-281
Hobbie L, McGovern M, Hurwitz LR, et al. The axr6 mutants of Arabidopsis thaliana define a gene involved in auxin response and early development. Development,2000,127(1):23-32
Hochholdinger F, Guo L, Schnable PS. Lateral roots affect the proteome of the primary root of maize (Zea mays L.). Plant Molecular Biology,2004,56:397-412
Hochholdinger F, Park WJ, Sauer M, et al. From weeds to crops:genetic analysis of root development in cereals. Trends Plant Sci,2004,9:42-48
Huber SC, Huber JL. Role of sucrose-Phosphate synthase in sucrose metabolism in leaves. Plant Physiol, 1992,99:1275-1278
Huber SC. Role and regulation sucrose phosphate synthase in higher plants. Plant Mol Biol,1996,47: 431-445
Huber SC. Role of sucrose-phosphate synthase in partitioning of carbon in leaves. Plant Physiol,1983, 71:818-821
Jean-Michel P, Van Wuystwinkel O, Briat JF, et al. Characterization of an iron-dependent regulatory sequence involved in the transcriptional control of AtFerl and ZmFerl plant ferritin genes by iron. J Biol Chem,2001,276(8):5584-5590
Jha AB, Dubey RS. Carbohydrate metabolism in growing rice seedlings under arsenic toxicity. J Plant Physiol,2004,161:101-108
Jia J, Fu J, Zheng J, et al. Annotation and expression profile analysis of 2073 full-length cDNAs from stress-induced maize (Zea mays L.) seedlings. Plant J,2006,48:710-727.
Kalia RK, Rai MK, Kalia S, et al. Microsatellite markers:an overview of the recent progress in plants. Euphytica,2011,177:309-334
Kashi Y, King D, Soller M. Simple sequence repeats as a source of quantitative genetic variation. Trends Genet,1997,13:74-78
Ke T, Dong CH, Mao H, et al. Analysis of expression sequence tags from a full-length-enriched cDNA library of developing sesame seeds (Sesamum indicum). BMC Plant Biol,2011,11:180
Kikuchi S, Satoh K, Nagata T, et al. Collection, mapping, and annotation of over 28,000 cDNA clones from japonica rice. Science,2003,301:376-379
Knowles JR. Enzyme catalysis:not different, just better. Nature,1991,350 (6314):121-124
Komatsu A, Takanokura Y, Motiguchi T, et al. Differential expression of three sucrose-phosphate synthase isoforms during sucrose accumulation in citrus fruit(Citrus unshiu Marc.). Plant Sci,1999, 140(2):169-177
Kurata N, Nagamura Y, Yamamoto K, et al. A 300 kilobase interval genetic map of rice including 883 expressed sequences. Nat Genet,1994,8:365-372
Kwon HK, Yokoyama R, Nishitani K. A proteomic approach to apoplastic proteins involved in cell wall regeneration in protoplasts of Arabidopsis suspension-cultured cells. Plant Cell Physiol,2005,46(6): 843-857
La Rota M, Kantet RV, Yu JK, et al. Non random distribution and frequencies of genomic and EST-derived microsatellite markers in rice, wheat, and barley. BMC Genomics,2005,6:23
Landi P, Sanguineti MC, Salvi S, et al. Validation and characterization of a major QTL affecting leaf ABA concentration in maize. Mol Breed,2005,15:291-303
Lee S, Lee EJ, Yang EJ, et al. Proteomic identification of annexins, calcium-dependent membrane binding proteins that mediate osmotic stress and abscisic acid signal transduction in Arabidopsis. Plant Cell,2004,16(6):1378-1391
Li GW, Peng YH, Yu X, et al. Transport functions and expression analysis of vacuolar membrane aquaporins in response to various stresses in rice. J Plant Physiol,2008,165(18):1879-1888
Li K, Xu C, Zhang K, et al. Proteomic analysis of roots growth and metabolic changes under phosphorus deficit in maize (Zea mays L.) plants. Proteomics,2007,7(9):1501-1512
Li W, Zhang J, Yu W, et al. Expression of stage-specific genes during zygotic gene activation in preimplantation mouse embryos. Zoolog Sci,2003,20(11):1389-1393.
Li YC, Korol AB, Beiles A, et al. Microsatellites:genomic distribution, putative functions and mutational mechanisms:a review. Mol Ecol,2002,11:2453-2465
Li YJ, Hai RL, Du XH, et al. Over-expression of a Populus peroxisomal ascorbate peroxidase(PpAPX) gene in tobacco plants enhances stress tolerance. Plant Breeding,2009,128 (4):404-410
Liang P, Averboukh L, Pardee AB. Distribution and cloning of eukaryotic mRNA by means of differential display:refinement and optimization. Nucleic Acids Res,1993,21:3269-3275
Liu LL, Guo WG, Zhu XZ, et al. Inheritance and fine mapping of fertility restoration for cytoplasmic male sterility in Gossypium hirsutum L. Theor Appl Genet,2003,106:461-469
Lockhart DJ, Winzeler EA. Genomics, gene expression and DNA arrays. Nature,2000,405(6788): 827-836
Loef I, Stitt M, Gergenberger P. Increased levels of adenine nucneotides modify the interaction between starch synthesis and respiration when adenine is supplied to discs from growing potato tubers. Planta,2001,212:782-791
Lutfiyya LL, Xu N, D'Ordine RL, et al. Phylogenetic and expression analysis of sucrose phosphate synthase isozymes in plants. J Plant Physiol,2007,164:923-933
Maeshima M, Sasaki T, Asahi T. Characterization of major proteins in sweet potato tuberous root. Phytochemistry,1985,2:1899-1902
Mahonen, AP, Bonke M, Kauppinen L, et al. A novel two-component hybrid molecule regulates vascular morphogenesis of the Arabidopsis root. Genes Dev,2000,14:2938-2943
Marino D, Frendo R, Ladrera R, et al. Nitrogen fixation control under drought stress localized or systemic. Plant Physiol,2007,143:1968-1974
Marioni JC, Mason CE, Mane SM, et al. RNA-seq:An assessment of technical reproducibility and comparison with gene expression arrays. Genome Res,2008,18(9):1509-1517
Masao A, Hitoshi M, Hidemasa I. Roles of sucrose-metabolizing enzymes in growth of seedings. Purification of acid invertase from growing hypocotylsof mung bean seedings. Plant Cell Physiol, 1991,32(8):1291-1298
Mc Intyre CL, Jackson M, Cordeiro GM, et al. The identification and characterisation of alleles of sucrose phosphate synthase gene family III in sugarcane. Mol Breed,2006,18:39-50
Mekhedov S, de Ilarduya OM, Ohlrogge J. Toward a functional catalog of the plant genome. A survey of genes for lipid biosynthesis. Plant Physiol,2000,122:389-402
Michelle BV, Haigler CH. Sucrose phosphate synthase activity rises in correlation with high-rate cellulose synthesis in three heterotrophic systems. Plant Physiol,2001,127(3):1234-1242
Miyazawa Y, Takahashi A, Kobayashi A, et al. The GNOM-mediated vesicular trafficking plays an essential role in hydrotropism of Arabidopsis roots. Plant Physiol,2009,149(2):835-840
Morozova O, Marra MA. Applications of next-generation sequencing technologies in functional genomics. Genomics,2008,92:255-264
Moss SE, Morgan RO. The annexins. Genome Biol,2004,5:219
Murgia I, Tarantino D, Vannini C, et al. Arabidopsis thaliana plants overexpressing thylakoidal ascorbate peroxidase show increased resistance to paraquat-induced photooxidative stress and to nitric oxide-induced cell death. Plant J,2004,38(6):940-953
Ogihara Y, Mochida K, Kawaura K, et al. Construction of a full-length cDNA library from young spikelets of hexaploid wheat and its characterization by large-scale sequencing of expressed sequence tags. Genes Genet Systems,2004,79:227-232
Ohashi Y, Oka A, Rodrigues-Pousada R, et al. Modulation of phospholipid signalling by GLABRA 2 in root-hair pattern formation. Science,2003,300:1427-1430
Orman B, Ligeza A, Szarejko T, et al. EST-Based approach for dissecting root architecture in barley using mutant traits of other species. Root Genomics,2010,11-72
Osmont KS, Sibout R, Hardtke CS. Hidden branches:developments in root system architecture. Annu Rev Plant Biol,2007,58:93-113
Pandey A, Mann M. Proteomics to study genes and genomes. Nature,2000,405:837-846
Paola B, Paol P. Charaetezriation of NADH-dependent Fe2+ -chelate reduetase of mazie roots. J Exp Bot, 1995,46:1497-1503
Park S, Sugimoto N, Larson MD, et al. Identification of genes with potential roles in apple fruit development and biochemistry through large-scale statistical analysis of expressed sequence tags. Plant Physiol,2006,141:811-824
Pashley CH, Ellis JR, McCauley DE, et al. EST databases as a source for molecular markers:lessons from Helianthus. J Heredity,2006,97:381-388
Pasqualini S, Paolocci F, Borgogni A, et al. The overexpression of an alternative oxidase gene triggers ozone sensitivity in tobacco plants. Plant Cell Environ,2007,30:1545-1556
Patterson SD, Aebersold H. Proteomics:the first decade and beyond. Nat Genet,2003,33:311-323
Peng JH, Lapitan NL. Characterization of EST-derived microsatellites in the wheat genome and development of eSSR markers. Funct Integr Genomic,2005,5:80-96
Porubleva L, Velden KV, Kothari S, et al. The proteome of maize leaves:Use of gene sequences and expressed sequence tag data for identification of proteins with peptide mass fingerprints. Electrophoresis,2001,22 (9):1742-1738
Ribaut JM, Hoisington D. Marker-assisted selection:new tools and strategies. Trends Plant Sci,1998,3: 236-239
Robinson NJ, Procter CM, Connolly EL. A ferric-chelate reductase for iron uptake from soils. Nature, 1999,397:694-697
Roose-Amsaleg C, Cariou-Pham E, Vautrin D, et al. Polymorphic microsatellite loci in Linum usitatissimum. Mol Ecol Notes,2006,6:796-799
Rouhier H, Usuda H. Spatial and temporal distribution of sucrose synthase in the radish hypocotyls in relation to thickening growth. Plant Cell Physiol,2001,42(6):583-593
Ruan YL, Churey PS. A fiberless seed mutation in cotton is associated with lack of fiber initiation in ovule epidermis and alterations in sucrose synthase expression and carbon partitioning in developing seeds. Plant Physiol,1998,118(2):399-406
Sabatini S, Beis D, Wolkenfelt H, et al. An auxin-dependent distal organizer of pattern and polartity in the Arabidopsis root. Cell,1999,99:463-472
Sade N, Vinocur BJ, Diber A, et al. Improving plant stress tolerance and yield production:is the tonoplast aquaporin SITIP2; a key isohydric to anisohydric conversion. New Phytol,2009,181: 651-661
Samuoliene G, Sirtautas R, Brazaityte A, et al. The impact of red and blue light-emitting diode illumination on radish physiological indices. Cent Eur J Biol,2011,6:821-828
Sarowar S, Kim EN, Kim YJ, et al. Overexpression of a pepper ascorbate peroxidase-like 1 gene in tobacco plants enhances tolerance to oxidative stress and pathogens. Plant Sci,2005,169(1):55-63
Scbraml P, Sbipman R, Stulz P, et al. cDNA substraction library construction using a magnet-assisted substraction technique (MAST). Trends Genet,1993,9:70-71
Scheres B, Benfey PN, Dolan L (2002) Root development. www.aspb.org/downloads/Arabidopsis /scheres. pdf
Scheres B, Mckhann HI, van den Berg C. Roots redefined:anatomical and genetic analysis of root development. Plant physiol,1996,111:959-964
Schubert M, Petersson UA, Haas BJ, et al. Proteome map of the chloroplast lumen of Arabidopsis thaliana. J Biol Chem,2002,277(10):8354-8365
Scott KD, Eggler P, Seaton G, et al. Analysis of SSRs derived from grape ESTs. Theor Appl Genet,2000, 100:723-726
Seki M, Caminci P, Nishiyama Y, et al. High-efficiency cloning of Arabidopsis full-length cDNA by biotinylated CAP trapper. Plant J,1998,15(5):707-720
Seki M, Narusaka M, Kamiya A, et al. Functional annotation of a full-length Arabidopsis cDNA collection. Science,2002,296:141-145
Severin A J, Woody J L, Bolon Y T, et al. RNA-Seq Atlas of Glycine max:A guide to the soybean transcriptome. BMC Plant Biology,2010,10:160
Sha AH, Li C, Yan XH, et al. Large-scale sequencing of normalized full-length cDNA library of soybean seed at different developmental stages and analysis of the gene expression profiles based on ESTs. Mol Biol Rep, Published online,12 June,2011
Sharma S, Sreenivasulu N, Thammegowda V, et al. Delineating the structural, functional and evolutionary relationships of sucrose phosphate synthase gene family Ⅱ in wheat and related grasses. BMC Plant Biol,2010,10:134
Shevell DE, Kunkel T, Chua NH. Cell wall alterations in the Arabidopsis emb30 mutant. Plant Cell, 2000,12:2047-2059
Shirasawa K, Oyama M, Hirakawa H, et al. An EST-SSR linkage map of Raphanus sativus and comparative genomics of the Brassicaceae. DNA Res,2011,18:221-232
Shlattner U, Wagner E, Greppin H, et al. Chloroplast adenylate kinase from tobacco purification and partial characterization. Phytochemistry,1996,42:589-594
Sive HL, John TS. A simple subtractive hybridization technique employing photoactivatable biotin and phenol extraction. Nucleic Acids Res,1988,16:10937
Souer E, Van Houwelingen A, Kloos D, Mol J, Koes R. The no apical meristem gene of Petunia is required for pattern formation in embryos and flowers and is expressed at meristem and primordia boundaries. Cell,1996,85:159-170
Stanford A, Bevan M, Northcote D. Differential expression within a family of novel wound-induced genes in potato. Mol Gen Genet,1989,215(2):200-208
Sun QX, Ni ZF, Liu ZY. Differential gene expression patterns in leaves between hybrids and their parental inbreds are correlated with heterosis in a wheat diallel cross. Plant Sci,2004,166:651-657
Swarup R, Friml J, Marchant A, et al. Localization of the auxin permease AUXI suggests two functionally distinct hormone transport pathways operate in the Arabidopsis root apex. Genes Dev, 2001,15:2648-2653
t Hoen PA, Ariyurek Y, Thygesen HH, et al. Deep sequencing-based expression analysis shows major advances in robustness, resolution and inter-lab portability over five microarray platforms. Nucleic Acids Res,2008,36:e141
Tang GQ, Luscher M, Sturm A. Antisense repression of vaculolar and cell wall invertase in transgenic carrot alters early development and sucrose partitioning. Plant Cell,1999,11:177-189
Thiel T, Michalek W, Varshney R, et al. Exploiting EST databases for the development and characterization of gene-derived SSR-markers in barley(Hordeum vulgare L.). Theor Appl Genet, 2003,106:411-422
Thorne GD, Paul R J. Effects of organ culture on arterial gene expression and hypoxic relaxation:role of the ryanodine receptor. Am J Physiol Cell Physiol,2003,28(4):999-1005
Tucker MR, Laux T. Connecting the paths in plant stem cell regulation. Trends in Cell Biology,2007,17: 403-410
Usuda H. Effects of growth under elevated CO2 on the capacity of photosynthesis in two radish cultivars differing in capacity of storage root. Plant Prod Sci,2004,7(4):377-385
Usuda H, Rouhier H, Demura T, et al. Development of sink capacity of the "storage root" in a radish cultivar with a high ratio of "storage root" to shoot. Plant Cell Phsiol,1999a,40(4):369-377
Usuda H, Rouhiex H, Demuxa T, et al. Development of sink capacity of the "storage root" in a radish variety with a low ratio of "storage root" to shoot. Plant Cell Physiol,1999b,40(12):1210-1218
Valdez-Alarcon JJ, Ferrando M, Salermo G, et al. Characterization of a rice sucrose phosphate synthase encoding gene, Genetics,1996,170:217-222
Varshney R, Grosse I, Hahnel U, et al. Genetic mapping and BAC assignment of EST-derived SSR markers shows non-uniform distribution of genes in the barley genome. Theor Appl Genet,2006, 113:239-250
Varshney RK, Graner A, Sorrells ME. Genie microsatellite markers in plants:features and applications. Trends Biotechnol,2005,23:48-55
Varshney RK, Paulo MJ, Grando S, et al. Genome wide association analyses for drought tolerance related traits in barley(Hordeum vulgare L.). Field Crops Res,2012,126:171-180
Varshney RK, Thiel T, Stein N, et al. In silico analysis on frequency and distribution of microsatellites in ESTs of some cereal species. Cell Mol Biol,2002,7:537-546
Vendramin E, Deitori MT, Giovlnazzi J, et al. A set of EST-SSRs isolated from peach fruit transcriptome and their transportability across Prunus species. Mol Ecol Notes,2007,7:307-310
Venter JC, Adams MD, Myers EW, et al. The sequence of the human genome. Science,2001,291(5507): 1304-1351
Vreugdenhil D, Bouwmeester HJ. Effects of ethylene on tuberization in radish (Raphanus sativus L.). Plant Growth Regul,1989,8:21-30
Walker AR, Davison PA, Bolognesi-Winfield AC, et al. The TRANSPA RENT TESTA GLABRA1 locus, which regulates trichome differentiation and anthocyanin biosynthesis in Arabidopsis, encodes a WD40 repeat protein. Plant Cell,1999,11:1337-1349
Wang J, Zhang H, Allen RD. Overexpression of an Arabidopsis peroxisomal ascorbate peroxidase gene in tobacco increases protection against oxidative stress. Plant Cell Physiol,1999,40(7):725-732
Wang N, Hu J, Ohsawa RYO, et al. Identification and characterization of microsatellite markers derived from expressed sequence tags (ESTs) of radish (Raphanus satvius L.). Mol Ecol Notes,2007,7: 503-506
Wang SF, Wang XF, He QW, et al. Transcriptome analysis of the roots at early and late seedling stages using Illumina paired-end sequencing and development of EST-SSR markers in radish. Plant Cell Rep,2012 Apr 4 (Online)
Wang SM, Fears SC, Zhang L, et al. Screening poly (dAydT)+ cDNAs for gene identification. Proc Natl Acad Sci USA,2000,97(8):4162-4167
Wang X, Elling AA, Li X, et al. Genome-wide and organ-specific landscapes of epigenetic modifications and their relationships to mRNA and small RNA transcriptomes in maize. Plant Cell,2009,21, 1053-1069
Wang Z, Li J, Luo Z, et al. Characterization and development of EST-derived SSR markers in cultivated sweetpotato (Ipomoea batatas). BMC Plant Biol,2011,11:139
Wasinger VC, Cordwell SJ, Cerpa-Poljak A, et al. Progress with gene-product mapping of the Mollicutes: Mycoplasma genitalium. Electrophoresis,1995,16(1):1090-1094
Wbrrell AC, Brunean JM, Surnmerfelt K. Expression of a maize sucrose phosphate synthase in tomato leaf carbohydrate patitioning. Plant Cell,1991,3:1121-1130
Wen M, Wang H, Xia Z, et al. Development of EST-SSR and genomic-SSR markers to assess genetic diversity in Jatropha Curcas L. BMC Res Notes,2010,3:42
Wen X, Zhang W, Feng Y, et al. Cloning and characterization of a sucrose synthase-encoding gene from muskmelon. Mol Biol Rep,2010,37(2):695-702
White JA, Todd J, Newman T, et al. A new set of Aiabidopsis expressed sequence tags from developing Seeds. The etabolic pathway from carbohydrates to seed oil. Plant Physiol,2000,124:1582-1594
Wiesner I, Wiesnerova D, Tejklova E. Effect of anchor and core sequence in microsatellite primers on flax fingerprinting patterns. J Agri Sci,2001,137:37-44
Wilhelm BT, Landry JR. RNA-Seq-uantitative measurement of expression through massively parallel RNA-sequencing. Methods,2009,483:249-257
Xu Y, Ma RC, Xie H, et al. Development of SSR markers for the phylogenetic analysis of almond trees from China and the Mediterranean region. Genome,2004,47:1091-1104
Yassoura M, Kaplana T, Fraserb HB, et al. Ab initio construction of a eukaryotic transcriptome by massively parallel mRNA sequencing. PANS,2009,106(9):3264-3269
Yelle S, Chetelat RT, Dorais M. Sink metabolismin tomato fruit IV. Genetic and biochemical analysisof sucrose accumulation. Plant Physiol,1991,95:1026-1035
Yi G, Lee JM, Lee S, et al. Exploitation of pepper EST-SSRs and an SSR-based linkage map. Theor Appl Genet,2006,114:113-130
Young RA and Davis RW. Efficient isolation of genes by using antibody probes. Proc Natl Acad Sci USA,1983,80:1194-1198
Yu JK, Dake TM, Singh S, et al. Development and mapping of EST-derived simple sequence repeat markers for hexaploid wheat. Genome,2004,47:805-818
Zeng S, Xiao G, Guo J, et al. Development of a EST dataset and characterization of EST-SSRs in a traditional Chinese medicinal plant, Epimedium sagittatum (Sieb. Et Zucc.) Maxim. BMC Genomics,2010,11:94
Zhang HY, Zhu ZH. Research progress in drought-induced proteins in plants. J Plant Genetic Res,2004, 5(3):268-270
Zhang L, Bernard M, Leroy P, et al. High transferability of bread wheat EST-derived SSRs to other cereals. Theor Appl Genet,2005,111:677-687
Zhang L, Ravel C, Bernard M, et al. Transferable bread wheat EST-SSRs can be useful for phylogenetic studies among the Triticeae species. Theor Appl Genet,2006,113:407-418
Zhang H, Rong H, Pilbeam D. Signalling mechanisms underlying the morphological responses of the root system to nitrogen in Arabidopsis thaliana. J Exp Bot,2007,58:2329-2338
Zhou L, Paull RE. Sucrose metabolism during Papaya(Carica prpaya) fruit growth and ripening. J Amer Soc Hort Sci,2001,126(3):351-357