茶树EST-SSRs分布特征及标记开发

为了在茶树中开发EST-SSRs功能性标记,利用生物信息学方法对NCBI网上公开的3288条茶树(Camellia sinensis) ESTs序列进行EST-SSRs特征分析。剔除冗余序列,得到非冗余序列2083条。在非冗余序列中发现含不同重复基元SSRs的EST序列有385条,共486个EST-SSRs,平均相隔2.10 kb出现一个SSR。在2-6 bp的重复基元中,二核苷酸重复基元的SSRs出现频率最高(51.97%),其次是三核苷酸(19.55%)。对所有的重复基元类型进行统计分析发现, 所占比例最高的是AG/CT(47.74%),其次分别是AT/TA(4.73%)和AAG/CTT(4.73%)。利用Prime 5 软件,设计了206对EST-SSRs引物,随机选用72对引物进行SSR扩增,发现31对引物可以扩增出条带,其中29对引物具有多态性,多态性比率为93.5%。这些EST-SSRs将有助于茶树基因组学方面的研究。     

甘薯EST资源的SSR信息分析

从NCBI公共数据库下载获得22371条甘薯EST序列,去除低质量的和冗余的序列后,得到总长为5．09×10^3kb的9204条唯一序列。从这些序列中搜索到总共436个SSR位点,平均相距11．68kb出现一个SSR。这些SSR的出现频率和平均长度分别为4．4％和24．28bp。在2-6bp的重复基元中,六核苷酸重复基元出现频率最（30．96％）,其次是三核苷酸重复基元（29．59％）和二核苷酸重复基元（24．54％）。出现最多的重复基元是AG／CT（16．28％）,其次是AAG／CTT（11．01％）。     

漆树EST-SSR引物开发

利用NCBI数据库进行漆树EST-SSR引物开发,从NCBI数据库中共下载漆树EST序列87 856条。利用MISA软件进行序列处理、拼接及聚类后,从87 856条漆树EST序列中拼接组装成3 979条非冗余序列,含SSR位点的EST序列出现频率占EST序列总数的4.5%,从3 979条非冗余序列中检测到487个SSRs微卫星位点,出现频率为12.2%。这些SSR位点中,三核苷酸和二核苷酸重复基元所占比例较高。采用Primer5.0软件,共成功设计50对EST-SSR引物,50对EST-SSR引物在25个漆树个体上均能扩增出清晰的电泳条带,其中18对引物检测出了多态性条带,扩增率达36%。     

烟草ESTs资源的SSR信息分析

烟草ESTs数量迅速增加为开发新的SSR标记提供了宝贵的资源.经过软件分析,对242 683条烟草ESTs序列剔除冗余序列,在211 728条非冗余烟草ESTs序列中,共检索出9 339个SSR,SSR之间的距离约为14.21 kb,检出率为4.41%,包括216种重复基元.其中三核苷酸重复类型的SSR占主导地位,占总SSR的50.34%,其次为二核苷酸和单核苷酸,分别为23.00%,16.48%,其余重复类型所占比例均不足5%.在所有重复基元中,A/T重复为主要类型,占所有重复14.68%,其次为AT/TA、AG/TC、AAG/TTC,分别为10.49%、9.48%、6.85%.随机设计10对EST-SSR引物,对6个品种烟草进行扩增,10对EST-SSR引物均能扩增出产物,其中1对引物在6个品种有多态性.本研究为烟草EST-SSR标记的建立和进一步应用奠定了基础.     

亚麻EST-SSR信息分析与标记开发

与基因组SSR相比,以EST为基础的EST-SSR分子标记具有自身的优点。本研究从11240条亚麻（Linum sitatissmum L.）EST序列中检索出877条含有SSR的序列,其出现频率为7.8%。其中以三核苷酸重复出现的频率最高,占总SSR序列的60.1%;其次是二核苷酸重复,占21.9%;四、五和六核苷酸重复占18%。根据这些含SSR的EST序列共设计了73对SSR引物,在8份亚麻材料间通过PCR扩增检测,有63对引物扩增出清晰条带,引物可用率86.3%;有17对引物在8份亚麻材料间显现出多态性,占可扩增引物的26.3%。     

龙眼顶芽转录组简单重复序列(SSR)标记信息分析及分子标记开发

随着新一代测序技术的发展,大量的转录组数据和表达序列标签(EST)成为开发简单重复序列(SSR)标记的可利用资源。本研究利用MISA软件筛选龙眼(Dimocarpus longan)顶芽转录组数据库序列,从114 445条龙眼转录组unigene序列中发现11 546个SSR位点,SSR出现频率为10.09%。其中1 975条unigene含有两个或两个以上EST-SSR位点,占所有SSR位点的比例为17.10%,SSR出现的平均距离为7.52 kb。从龙眼转录组SSR核苷酸基序类型来看,二核苷酸(52.11%)和三核苷酸(46.15%)出现频率最高,占所有核苷酸出现频率的99.26%。在龙眼转录组SSR中二核苷酸重复基元出现频率最高的是AG/CT(4 250个,占36.81%),三核苷酸重复基元出现频率最高的是AAG/CTT(1 109个,占9.61%)。对含SSR位点的9 571条unigene序列进行引物设计,共设计出了8 347对SSR位点特异引物。随机挑选合成50对EST-SSR引物,以‘石硖’、‘储良’、‘古山2号’、‘立冬本’等四份龙眼材料的基因组DNA为模板对这批引物进行PCR扩增、筛选,结果表明,其中21对引物能产生理想的PCR产物,有效扩增率为42%;16对引物扩增条带具有多态性,占有效引物的76.2%;16对多态性引物共扩增获得50个条带,其中多态性片段21个,每对引物平均产生1.31个多态性片段。     

假眼小绿叶蝉微卫星位点的生物信息学分析

【目的】为开发假眼小绿叶蝉Empoasca vitis分子标记,采用高通量测序技术对假眼小绿叶蝉DNA进行了测序与分析。【方法】本研究基于Illumina Hi Seq测序技术,构建了PE文库(~400bp),对获得的测序数据利用生物信息学分析手段完成全基因组扫描,并进一步使用MISA分析鉴定基因组序列中出现的微卫星序列(SSR)。针对微卫星序列共设计10对引物,并使用3步法进行引物多态性筛选。【结果】共计检测Scaffold数量为183 194条,其中包含SSR的Scaffold共计1 545条,共计筛选出1 569个SSR位点。在假眼小绿叶蝉的微卫星中,共包括87种重复基元类型,二核苷酸与三核苷酸重复序列为主要重复类型,分别占SSRs总数的70.26%和27.84%;二核苷酸重复基元CA/TG和三核苷酸重复基元AAT/ATT是优势重复基元,分别占SSRs总数的33.96%和5.86%。在设计的10对引物中,5对具有多态性,在8个假眼小绿叶蝉个体中共发现16个等位基因。【结论】结果说明假眼小绿叶蝉SSR位点在多态性方面具有极大的可开发性,具有多态性的SSR位点可对假眼小绿叶蝉种群间的分化,种群间的扩散机理和途径及影响因素等问题提供分子视角。     

柑橘EST-SSR分子标记分析

对来源于甜橙（Citrus sinensis Osbeck）、枳壳（Poncirus trifoliata Raf．）和其他柑橘非冗余EST数据库的38124条单-基因（Unigene）序列进行了简单重复序列SSRs（Simple Sequence Repeat）搜索,所分析的柑橘非冗余核酸序列总长23．29Mb,从中获得了8218条SSR,其中包括单碱基重复4913条（59．8％）,2碱基重复1419条（17．3％）,3碱基重复1709条（20．8％）,4碱基重复114条（1．39％）,5碱基重复23条（0．28％）,6碱基重复40条（0．49％）。大约每2．8kb长度的单-基因序列中即存在1个SSR,即平均4．6个单-基因中存在1个SSR。随碱基重复单元（motif）的不同,SSR的最大长度在40-105之间,全部重复序列的平均长度为20．9bp。各种SSR（1-,2-,3-,4-,5-,6-核苷酸重复）的发生频率在甜橙和枳壳间非常接近。其中单碱基重复序列是最丰富的重复单元,其次为3碱基重复。在所得的SSR的重复单元中,富含A碱基的重复单元的分布占据优势地位,出现的频率与密度均较高,而富含CG碱基的重复单元出现频率和密度较低。用25对EST-SSR引物对6个柑橘品种的多样性进行了PCR检测,结果表明,所有25对引物在6个柑橘品种间均扩增到多样性条带,证实通过柑橘EST数据库的发掘能够高效地筛选到基因水平的SSR标记。     

陆地棉EST长度多态性与其SSR分布特征相关性分析

目的:分析陆地棉EST长度多态性与其SSR分布特征的相关性。方法:从NCBI公共数据库下载陆地棉EST序列,应用SSRIT搜索SSR,分析20 000条无冗余的EST序列。结果:在剔除低质量和冗余的序列后,得到全长为7 363.878kb的无冗余EST序列7 322条,其中含有SSR位点的EST序列数520条,占被分析EST比例的2.60%。长度在400bp以下的EST序列含SSR的比例为1.46%;长度在400bp以上的EST序列含SSR的比例为8.94%。在1～6bp的重复基元中,二核苷酸重复基元的SSR重复频率最高,占总数的63.46%,其次是三核苷酸,占总数的34.04%。二核苷酸类型(AG)n、(AT)n和三核苷酸类型(AAG)n、(ACC)n、(ACT)n、(AAT)n是SSR的主要重复基元。结论:棉花EST-SSR可用于棉花分子标记,为有针对性设计陆地棉EST-SSR引物奠定基础。     

芦笋EST资源的SSR信息分析

为了在芦笋中开发EST-SSR功能性标记,对来源于NCBI公共数据库的8590条芦笋(AsparagusofficinalisL.)EST序列进行简单重复序列SSR搜索。剔除冗余序列,得到非冗余序列8377条。在非冗余序列中共挖掘出469个EST-SSR,平均相隔14.80kb出现1个SSR。在所有的重复基序中,二核苷酸重复基序的SSR所占比例最高40.51%(190/469),其次是三核苷酸34.97%(164/469),六核苷酸21.11%(99/469)。在所有基序里,CT/AG出现的频率最高有62次,占全部重复基序的13.22%(62/469)。选取含SSR的EST序列30条,并利用primer5软件设计引物,进行SSR位点的扩增,其中27对引物扩增产物,24对有较清晰可靠的目标扩增条带,占引物数的80%,且所检测出的芦笋等位基因数量较丰富,平均4.93个/对。这些EST-SSR标记的开发将有助于芦笋群体遗传多样性、遗传图谱构建、基因定位、分子标记和系谱分析等方面的研究。     

Development of microsatellite and amplicon length polymorphism markers for Camellia japonica L. from tea plant (Camellia sinensis) expressed sequence tags

Simple sequence repeats and amplicon length polymorphism markers for Camellia japonica were developed, based on Camellia sinensis sequences in the National Center for Biotechnology Information database. In total, 2495 gene sequences were used to design 216 primer pairs. To identify amplicon length polymorphism markers, 61 gene loci in 16 Camellia individuals were re-sequenced. In total, 10 markers (three expressed sequence tags-simple sequence repeats and seven amplicon length polymorphisms) yielded polymerase chain reaction products with clear polymorphic patterns and were used for genotyping 22 C. japonica individuals from a population. Numbers of alleles and expected heterozygosity ranged from two to 13 and from 0.28 to 0.90, respectively.     

In silico mining for simple sequence repeat loci in a pineapple expressed sequence tag database and cross-species amplification of EST-SSR markers across Bromeliaceae

A collection of 5,659 expressed sequence tags (ESTs) from pineapple [Ananas comosus (L.) Merr.] was screened for simple sequence repeats (EST-SSRs) with motif lengths between 1 and 6 bp. Lower thresholds of 15, 7 and 5 repeat units were used to define microsatellites of the mono-, di-, and tri- to hexanucleotide repeat type, respectively. Based on these criteria, 696 SSRs were identified among 3,389 EST unigenes, together representing 2,840 kb. This corresponds to an average density of one SSR every 4.1 kb of non-redundant EST sequences. Dinucleotide repeats were most abundant (38.4% of all SSRs) followed by trinucleotide repeats (38.1%). Flanking primer pairs were designed for 537 EST-SSR loci, and 49 of these were screened for their functionality in 12 accessions of A. comosus, 14 accessions of 5 additional Ananas species and 1 species of Pseudananas. Distinct PCR products of the expected size range were obtained with 36 primer pairs. Eighteen loci analyzed in more detail were all polymorphic in pineapple, and primer pairs flanking these loci also generated PCR products from a wide range of genera and species from six subfamilies of the Bromeliaceae. The potential to reveal polymorphism in a heterologous target species was demonstrated in Deuterocohnia brevifolia (subfamily Pitcairnioideae).     

燕麦EST-SSR标记的开发和利用

为拓展分子标记在燕麦种质资源分析与鉴定中的应用,利用公共数据库中的25376条EST(expressed sequence tags)序列,开展了燕麦EST-SSR功能性标记的开发和利用研究。25376条EST序列经拼接去冗余后获得了11618条序列,从中筛选出含有不同重复基元的SSR且重复次数较多、长度较长的556条EST序列进行引物设计,开发了50对燕麦EST-SSR引物,通过筛选得到40对有效的EST-SSR引物。选取其中4对引物对5个燕麦种质资源进行了PCR扩增及产物测序,结果表明扩增条带多态性是由SSR差异造成的。利用40对ESTSSR引物对15个六倍体燕麦种质资源进行遗传多样性分析,共扩增出89个等位基因,平均每对引物产生2.23个等位基因;UPGMA聚类分析表明,15个六倍体燕麦种质资源在Dice系数为0.93处聚为3支,基本上是按照不同种进行聚类的,在相同种中又根据地理来源分别聚集成支。利用40对EST-SSR引物对31个遗传背景不清的燕麦种质资源进行基因组倍性鉴定,发现这些种质中可能存在有四倍体和二倍体的燕麦新资源。本研究开发的燕麦EST-SSR功能性标记将在燕麦遗传多样性分析、遗传图谱构建及燕麦属内种间基因组鉴定等方面发挥重要作用。     

Mining for SSRs and FDMs from expressed sequence tags of Camellia sinensis

Simple Sequence Repeats (SSRs) developed from Expressed Sequence Tags (ESTs), known as EST-SSRs are most widely used and potentially valuable source of gene based markers for their high levels of crosstaxon portability, rapid and less expensive development. The EST sequence information in the publicly available databases is increasing in a faster rate. The emerging computational approach provides a better alternative process of development of SSR markers from the ESTs than the conventional methods. In the present study, 12,851 EST sequences of Camellia sinensis, downloaded from National Center for Biotechnology Information (NCBI) were mined for the development of Microsatellites. 6148 (4779 singletons and 1369 contigs) non redundant EST sequences were found after preprocessing and assembly of these sequences using various computational tools. Out of total 3822.68 kb sequence examined, 1636 (26.61%) EST sequences containing 2371 SSRs were detected with a density of 1 SSR/1.61 kb leading to development of 245 primer pairs. These mined EST-SSR markers will help further in the study of variability, mapping, evolutionary relationship in Camellia sinensis. In addition, these developed SSRs can also be applied for various studies across species.     

Identification and characterization of SSRs from soybean (Glycine max) ESTs

Microsatellites, or simple sequence repeats (SSRs), are very useful molecular markers for a number of plant species. We used a new publicly available module (TROLL) to extract microsatellites from the public database of soybean expressed sequence tag (EST) sequences. A total of 12,833 sequences containing di- to penta-type SSRs were identified from 200,516 non-redundant soybean ESTs. On average, one SSR was found per 7.25?kb of EST sequences, with the tri-nucleotide motifs being the most abundant. Primer sequences flanking the SSR motifs were successfully designed for 9,638 soybean ESTs using the software primer3.0 and only 59 pairs of them were found in earlier studies. We synthesized 124 pairs of the primers to determine the polymorphism and heterozygosity among eight genotypes of soybean cultivars, which represented a wide range of the cultivated soybean cultivars. PCR amplification products with anticipated SSRs were obtained with 81 pairs of primers; 36 PCR products appeared to be homozygous and the remaining 45 PCR products appeared to be heterozygous and displayed polymorphism among the eight cultivars. We further analysed the EST sequences containing 45 polymorphic EST-SSR markers using the programs BLASTN and BLASTX. Sequence alignment showed that 29 ESTs have homologous sequences and 15 ESTs could be classified into a Uni-gene cluster with comparatively convincing protein products. Among these 15 ESTs belonging to a Uni-gene cluster, 9 SSRs were located in 3'-UTR, 4 SSRs were located in the intron region and 2 SSRs were located in the CDS region. None of these SSRs was located in the 5'-UTR. These novel SSRs identified in the ESTs of soybean provide useful information for gene mapping and cloning in future studies.     

银杏EST序列中微卫星的分布特征

本文利用从NCBI下载的21 590条银杏EST序列,分析了银杏(表达序列标签微卫星)EST-SSR在银杏EST序列的分布和比较了在不同长度EST序列中的SSR特性.在剔除冗余和低质量序列后,得到总长为5 708.385 kb的无冗余EST序列7 961条,发现了405个EST序列(5.09%)含有475个SSR,长度400-1000 bp的EST序列含SSR位点数为445个,占SSR总数的93.68%.二核苷酸和三核苷酸基元类型是银杏EST-SSR的主要类型,分别占SSR总数的73.89%和24.00%,最常见的SSR基元是:(AT)_n、(AG)_n、(AC)_n、(AAG)_n和(AAT)_n.通过对银杏EST序列中SSR位点信息的发掘分析,为有针对性地设计EST-SSR引物,开发银杏EST-SSR分子标记奠定基础.     

白菜EST-SSR标记的通用性

EST-SSR是从表达序列标签(expressedsequencetag,EST)中开发的新型简单序列重复(simplesequencerepeat,SSR)标记。根据白菜EST设计了15对SSR引物,对白菜、油菜、玉米、高粱、水稻和茶树等进行了PCR,研究了白菜的EST-SSR标记在不同物种间的通用性。所设计的引物对不同白菜品种、近缘种油菜和远缘种玉米、高粱、水稻和茶树的扩增成功率分别为100%、93.3%、80%、93.3%、93.3%和86.7%。在15对引物中,有11对在远缘种中都有扩增产物,而且一些引物可显示多态性,多态性引物分别占了可扩增引物的33.3%、28.6%、28.6%和61.5%。这些结果表明,白菜EST-SSR引物具有较高的通用性,这对于比较基因组学研究有重要意义。     

褐飞虱EST资源的微卫星信息分析

表达序列标签（expressed sequence tags,ESTs）是开发微卫星标记的一个重要的资源。褐飞虱Nilaparvata lugens （Stål） EST序列的公布为开发EST-SSRs提供了宝贵的数据资源,本研究利用生物信息学对NCBI公共数据库中的37 398条褐飞虱ESTs序列进行EST-SSRs特征分析,得到全长为7 619 324 kb的无冗余EST 9 852条。按照3个不同的查找标准在这些序列中搜索SSR。查找结果显示：褐飞虱EST-SSRs主要重复基元以1～3碱基为主,占总EST-SSR的95％以上。在单碱基重复基元中,A/T是占优势的重复基元,在二相重复类型中,AG/CT重复基元出现的频率最多,而AAG/CTT是三相重复中占绝对优势的重复基元。在褐飞虱EST-SSRs中未查找到GC重复基元。以100 bp为参照,在3种查找标准下含有SSR的EST序列中两端侧翼序列均≥100 bp的序列分别为738,89和42个。通过分析褐飞虱EST-SSRs标记可以为褐飞虱和近缘种的SSR标记的开发提供信息,同时通过分析褐飞虱EST-SSRs的分布频率和分布特征可以为昆虫EST-SSRs的研究提供借鉴和参考。