从公共数据库中利用数据挖掘的方法开发15条黄金鲈EST-SSR标记

黄金鲈是美国中西部地区重要的淡水经济型鱼类。TypeⅠ型标记对于比较作图和遗传学研究有相当重要的作用, 但是黄金鲈的TypeⅠ标记数量相当少。研究通过数据挖掘的方法从公共数据库中挖掘黄金鲈的TypeⅠ型即EST-SSR标记。实验结果分析了21968条EST序列, 约14.4%的序列包含不同类型的核心重复单元。CA重复是最丰富的二碱基重复单元。从中挑选62条包含SSR的EST序列设计引物, 筛选得到15对多态的微卫星位点。群体遗传学参数显示15对EST-SSR位点的等位基因数范围为4—19(平均数为9), 观测杂合度和期望杂合度的范围分别为0.103—0.929和0.116—0.934, 有4个位点偏离HWE平衡。研究得到的EST-SSR标记适用于黄金鲈的群体遗传学和基因组作图研究。     

从公共数据库中利用数据挖掘的方法开发15条黄金鲈EST-SSR标记（英文）

黄金鲈是美国中西部地区重要的淡水经济型鱼类。TypeⅠ型标记对于比较作图和遗传学研究有相当重要的作用,但是黄金鲈的TypeⅠ标记数量相当少。研究通过数据挖掘的方法从公共数据库中挖掘黄金鲈的TypeⅠ型即EST-SSR标记。实验结果分析了21968条EST序列,约14.4%的序列包含不同类型的核心重复单元。CA重复是最丰富的二碱基重复单元。从中挑选62条包含SSR的EST序列设计引物,筛选得到15对多态的微卫星位点。群体遗传学参数显示15对EST-SSR位点的等位基因数范围为4—19(平均数为9),观测杂合度和期望杂合度的范围分别为0.103—0.929和0.116—0.934,有4个位点偏离HWE平衡。研究得到的EST-SSR标记适用于黄金鲈的群体遗传学和基因组作图研究。     

草鱼Ⅰ型微卫星标记的发掘及其多态性检测

表达序列标签(EST)是发掘Ⅰ型微卫星标记的重要资源。研究运用生物信息学方法,从草鱼头肾组织3027条EST序列中搜索到322个微卫星位点,占整个EST数据库的10.6%。其中,二核苷酸重复位点151个(46.9%),三核苷酸重复位点137个(42.5%),四、五、六核苷酸重复位点较少;在二核苷酸重复位点中,AC/GT重复位点最为丰富,占二核苷酸重复位点总数的50.3%,AG/CT重复次之,占二核苷酸重复位点总数的40.4%,AT和GC重复较少。10个微卫星位点的多态性检测结果显示,4个位点在草鱼测试群体中呈多态性,多态性位点的平均多态信息含量(PIC)和平均遗传杂合度(H)分别为0.5236和0.5441,其中,2个多态性位点的PIC值大于0.5,呈现高度多态性特征。Ⅰ型微卫星标记将为草鱼遗传连锁图谱构建和QTL分析提供有效的基因分子标记。       

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.     

杂交兰转录组SSR信息分析及EST-SSR标记开发应用

该研究主要开发筛选适用于杂交兰的EST-SSR引物,为杂交兰种质资源评价和遗传变异研究等提供可靠的分子标记。该研究对杂交兰进行转录组高通量测序,挖掘SSR位点和开发EST-SSR标记,并对不同种质的遗传多样性进行分析。结果表明,从31724条杂交兰Unigene中检测出18603个SSR位点,SSR出现频率为58.64%;SSR位点中的主导类型是单核苷酸重复,占总SSR的65.10%,其次是二核苷酸(23.56%)和三核苷酸(10.76%)重复;优势重复基元为A/T、AG/CT、AT/AT和AAG/CTT,分别占总位点的64.72%、13.74%、8.19%和2.51%。利用Primer Premier 5.0共设计了565对SSR引物,从筛选出的64对有效扩增引物中随机选择28对引物,对40份杂交兰种质进行多态性验证与遗传关系分析,其中16对(占57.14%)引物表现出可重复的高多态性,平均多态信息量(PIC)达0.789。基于扩增的多态性SSR信息,40份种质资源可聚为4类,聚类结果与其遗传背景基本一致。该研究印证了转录组测序获得的Unigene是SSR标记开发的有效来源,开发的EST-SSR引物可为杂交兰及近缘种的良种鉴别、遗传图谱构建、分子标记辅助育种及功能基因挖掘等提供有价值的候选标记。     

家蚕第12连锁群EST-SSR标记的筛选和分析

为了探究家蚕Bombyx mori EST-SSR标记的多态性, 对检索获得的家蚕第12连锁群的4 465条EST序列进行了分析, 整理和拼接后得到581条非冗余EST序列, 总长度约为480 kb。其中, 有122条序列中共检测到154个EST-SSR, 占所研究的EST序列的2.73%, 平均每3.12 kb 含有一个EST-SSR。在所检测的EST-SSR中, 三核苷酸和四核苷酸重复是主导类型, 分别占总数的36.36%和28.57%,大部分表现为Perfect形式; 核苷酸重复平均长度约为16.2 bp, 最长为30 bp。进一步进行同源性分析, 发现有26条序列可以在NCBI中检索到同源序列, 在这些序列中一共含有40个SSR, 其中14个(35.0%)位于5′-UTR, 11个(27.5%)位于3′-UTR, 15个(37.5%)位于CDS区。根据筛选到的微卫星序列设计11对引物, 其中8对引物有扩增产物, 且条带清晰; 应用引物ES1204对8个家蚕品种进行PCR扩增都呈现多态性。结果说明通过家蚕EST数据库发掘SSR标记是一条可行的途径。     

中国板栗EST-SSR分子标记在栲树中的通用性分析

简单重复序列也称为微卫星分子标记,不仅在同属近缘种间具有良好的通用性,甚至在近缘属间也具有一定的通用性。本研究利用壳斗科基因组信息数据库中公布的中国板栗124对多态的EST-SSR引物在栲树中进行跨属(栗属到栲属)通用性研究,结果显示中国板栗EST-SSR引物在栲树中通用性和多态性分别为42.7%和56.6%;使用19对多态的EST-SSR引物对4个栲树自然居群的遗传多样性进行初步分析,结果显示栲树自然居群具有较高的遗传多样性(Na=6.105,Ho=0.563,He=0.621)。这些引物为栲树群体遗传学的深入研究提供了有力工具。     

华仁杏幼果转录组SSR信息分析及其分子标记开发

为了解华仁杏微卫星(SSR)分布规律,开发EST-SSR引物,为华仁杏种质资源评价与辅助育种提供有效的鉴定标记。本研究采用生物信息学方法对华仁杏幼果转录组SSR位点的数量、频率、分布特征进行了统计分析;利用转录组数据进行了SSR引物的筛选和开发,并利用开发出的引物对华仁杏29个无性系进行了多态位点检测和鉴定。结果表明:华仁杏幼果EST-SSR的分布频率为19.21%,重复单元的重复次数分布在5~24次之间,优势重复基序为单核苷酸、2核苷酸、3核苷酸,分别占总SSR的19.81%、46.47%、32.49%。参试的139对引物中有39对引物可扩增出目标序列,其中24对引物可检测出多态性位点,占参试引物总数的17.27%。24对引物在29个华仁杏无性系中共检测出了170个等位基因位点,多态性信息含量(PIC)介于0.33~0.87之间,平均为0.64,其中高多态性引物19条,占多态性引物比例的79.2%。本研究对华仁杏转录组SSR信息进行了分析,并开发出了19对高多态性SSR引物,5对中多态性引物,为华仁杏种质资源评价及分子标记辅助育种提供了基础。     

中国板栗EST-SSR信息分析及其通用性

从已公布的壳斗科(Fagaceae)基因组数据库中获得48501条中国板栗(Castanea mollissima)EST序列,其中8479条EST含有12116个长度大于10 bp的SSR,EST-SSR的出现频率为24.98%。二核苷酸重复和三核苷酸重复是中国板栗EST-SSR最主要的重复类型,分别占总数的38.05%和42.20%。对中国板栗EST-SSR标记在茅栗(C.seguinii)和锥栗(C.henryi)上的通用性检测表明,677对中国板栗EST-SSR引物皆能扩增,证实这些引物在栗属中国特有种间具有很高的通用性。115个位点的多态性分析表明,中国板栗、茅栗和锥栗分别有106、108和101个位点表现出多态性。在575个等位基因中,有260个(45.22%)是3物种的共有等位基因,各物种都有各自特有的等位基因。这项研究为中国栗属植物EST-SSR标记的建立及应用奠定了基础。     

Transferability analysis of EST-SSR markers of Castanea mollissima to Castanopsis fargesii

简单重复序列也称为微卫星分子标记,不仅在同属近缘种间具有良好的通用性,甚至在近缘属间也具有一定的通用性.本研究利用壳斗科基因组信息数据库中公布的中国板栗124对多态的EST-SSR引物在栲树中进行跨属(栗属到栲属)通用性研究,结果显示中国板栗EST-SSR引物在栲树中通用性和多态性分别为42.7％和56.6％;使用19对多态的EST-SSR引物对4个栲树自然居群的遗传多样性进行初步分析,结果显示栲树自然居群具有较高的遗传多样性(Na=6.105,Ho=0.563,He=0.621).这些引物为栲树群体遗传学的深入研究提供了有力工具.     

Development,Characterization and Cross Species Amplification of Polymorphic Microsatellite Markers from Expressed Sequence Tags of Turmeric (<Emphasis Type="Italic">Curcuma longa</Emphasis> L.)

Expressed sequence tags (ESTs) from turmeric (Curcuma longa L.) were used for the screening of type and frequency of Class I (hypervariable) simple sequence repeats (SSRs). A total of 231 microsatellite repeats were detected from 12,593 EST sequences of turmeric after redundancy elimination. The average density of Class I SSRs accounts to one SSR per 17.96 kb of EST. Mononucleotides were the most abundant class of microsatellite repeat in turmeric ESTs followed by trinucleotides. A robust set of 17 polymorphic EST–SSRs were developed and used for evaluating 20 turmeric accessions. The number of alleles detected ranged from 3 to 8 per loci. The developed markers were also evaluated in 13 related species of C. longa confirming high rate (100%) of cross species transferability. The polymorphic microsatellite markers generated from this study could be used for genetic diversity analysis and resolving the taxonomic confusion prevailing in the genus.     

Genome-Wide Comparative Analysis of Microsatellites in Pineapple

Pineapple (Ananas comosus (L.) Merrill) is the second most important tropical fruit in term of international trade. The availability of whole genomic sequences and expressed sequence tags (ESTs) offers an opportunity to identify and characterize microsatellite or simple sequence repeat (SSR) markers in pineapple. A total of 278,245 SSRs and 41,962 SSRs with an overall density of 728.57 SSRs/Mb and 619.37 SSRs/Mb were mined from genomic and ESTs sequences, respectively. 5′-untranslated regions (5′-UTRs) had the greatest amount of SSRs, 3.6–5.2 fold higher SSR density than other regions. For repeat length, 12 bp was the predominant repeat length in both assembled genome and ESTs. Class I SSRs were underrepresented compared with class II SSRs. For motif length, dinucleotide repeats were the most abundant in genomic sequences, whereas trinucleotides were the most common motif in ESTs. Tri- and hexanucleotides of total SSRs were more prevalent in ESTs than in the whole genome. The SSR frequency decreased dramatically as repeat times increased. AT was the most frequent single motif across the entire genome while AG was the most abundant motif in ESTs. Across six examined plant species, the pineapple genome displayed the highest density, substantially more than the second-place cucumber. Annotation and expression analyses were also conducted for genes containing SSRs. This thorough analysis of SSR markers in pineapple provided valuable information on the frequency and distribution of SSRs in the pineapple genome. This genomic resource will expedite genomic research and pineapple improvement.     

In-silico mining,type and frequency analysis of genic microsatellites of finger millet (Eleusine coracana (L.) Gaertn.): a comparative genomic analysis of NBS–LRR regions of finger millet with rice

In recent years, the increased availability of the DNA sequences has given the possibility to develop and explore the expressed sequence tags (ESTs) derived SSR markers. In the present study, a total of 1956 ESTs of finger millet were used to find the microsatellite type, distribution, frequency and developed a total of 545 primer pairs from the ESTs of finger millet. Thirty-two EST sequences had more than two microsatellites and 1357 sequences did not have any SSR repeats. The most frequent type of repeats was trimeric motif, however the second place was occupied by dimeric motif followed by tetra-, hexa- and penta repeat motifs. The most common dimer repeat motif was GA and in case of trimeric SSRs, it was CGG. The EST sequences of NBS-LRR region of finger millet and rice showed higher synteny and were found on nearly same positions on the rice chromosome map. A total of eight, out of 15 EST based SSR primers were polymorphic among the selected resistant and susceptible finger millet genotypes. The primer FMBLEST5 could able to differentiate them into resistant and susceptible genotypes. The alleles specific to the resistant and susceptible genotypes were sequenced using the ABI 3130XL genetic analyzer and found similarity to NBS–LRR regions of rice and finger millet and contained the characteristic kinase-2 and kinase 3a motifs of plant R-genes belonged to NBS–LRR region. The In-silico and comparative analysis showed that the genes responsible for blast resistance can be identified, mapped and further introgressed through molecular breeding approaches for enhancing the blast resistance in finger millet.     

桉树EST序列中微卫星含量及相关特征

通过对桉树属(Eucalyptus)的10 000条EST序列进行分析, 在其中的1 499条序列上共发现1 775个微卫星重复序列。含有微卫星的EST序列约占序列总数的15%。此外, 还发现桉树EST序列所含微卫星长度的变异速率与重复单元长度呈负相关; 微卫星的丰度与重复单元长度也呈负相关(三碱基重复微卫星除外)。在桉树EST序列中, 重复单元长度为三碱基的微卫星最为丰富。三碱基重复单元微卫星的过度富集可能是由于遗传密码选择所致。在微卫星的丰度及长度变异方面, 桉树EST序列与杨树(Populus trichocarpa)基因组注释的转录序列随重复单元长度的变化呈现出相同的规律, 但桉树EST序列中微卫星频率及三碱基重复微卫星的含量显著偏低, 推测含微卫星的基因表达丰度极有可能低于不含微卫星的基因。通过对发现的所有微卫星位点进行引物设计, 并对设计的引物进行PCR检测, 结果表明所设计的引物具有极高的扩增成功率。     

Expressed sequence tag-derived microsatellite markers of perennial ryegrass (Lolium perenne L.)

An expressed sequence tag (EST) library of the key grassland species perennial ryegrass (Lolium perenne L.) has been exploited as a resource for microsatellite marker development. Out of 955 simple sequence repeat (SSR) containing ESTs, 744 were used for primer design. Primer amplification was tested in eight genotypes of L. perenne and L. multiflorum representing (grand-) parents of four mapping populations and resulted in 464 successfully amplified EST-SSRs. Three hundred and six primer pairs successfully amplified products in the mapping population VrnA derived from two of the eight genotypes included in the original screening and revealed SSR polymorphisms for 143 ESTs. Here, we report on 464 EST-derived SSR primer sequences of perennial ryegrass established in laboratory assays, providing a dedicated tool for marker assisted breeding and comparative mapping within and among forage and turf grasses. Electronic supplementary material The online version of this article (doi:) contains supplementary material, which is available to authorized users.     

Identification and development of polymorphic EST-SSR markers by sequence alignment in pepper, Capsicum annuum (Solanaceae)

? Premise of the study: The redundancies in expressed sequence tags (ESTs) in the National Center for Biotechnology Information sequence database were used to identify and develop polymorphic simple sequence repeat (SSR) markers for pepper (Capsicum annuum). ? Methods and Results: Sixty-eight polymorphic SSR loci were identified in the contigs (containing redundant ESTs) generated by assembling 118060 pepper ESTs from the public sequence database. Thirty-three SSR markers exhibited polymorphism among 31 pepper varieties, with alleles per SSR marker ranging from two to six. The mean observed and expected heterozygosity were 0.28 and 0.39, respectively. There were 18 SSR markers with a motif repeat number of less than five, accounting for 55% of the total. ? Conclusions: We demonstrated the value of mining the redundant sequences in public sequence databases for the development of polymorphic SSR markers, which can be used for marker-assisted breeding in pepper.     

Large-scale identification of polymorphic microsatellites using an <Emphasis Type="Italic">in silico</Emphasis> approach

Background  

Simple Sequence Repeat (SSR) or microsatellite markers are valuable for genetic research. Experimental methods to develop SSR markers are laborious, time consuming and expensive. In silico approaches have become a practicable and relatively inexpensive alternative during the last decade, although testing putative SSR markers still is time consuming and expensive. In many species only a relatively small percentage of SSR markers turn out to be polymorphic. This is particularly true for markers derived from expressed sequence tags (ESTs). In EST databases a large redundancy of sequences is present, which may contain information on length-polymorphisms in the SSR they contain, and whether they have been derived from heterozygotes or from different genotypes. Up to now, although a number of programs have been developed to identify SSRs in EST sequences, no software can detect putatively polymorphic SSRs.     

桉树EST序列中微卫星含量及相关特征

通过对桉树属（Eucalyptus）的10000条EST序列进行分析,在其中的1499条序列上共发现1775个微卫星重复序列。含有微卫星的EST序列约占序列总数的15%。此外,还发现桉树EST序列所含微卫星长度的变异速率与重复单元长度呈负相关;微卫星的丰度与重复单元长度也呈负相关（三碱基重复微卫星除外）。在桉树EST序列中,重复单元长度为三碱基的微卫星最为丰富。三碱基重复单元微卫星的过度富集可能是由于遗传密码选择所致。在微卫星的丰度及长度变异方面,桉树EST序列与杨树（Populus trichocarpa）基因组注释的转录序列随重复单元长度的变化呈现出相同的规律,但桉树EST序列中微卫星频率及三碱基重复微卫星的含量显著偏低,推测含微卫星的基因表达丰度极有可能低于不含微卫星的基因。通过对发现的所有微卫星位点进行引物设计,并对设计的引物进行PCR检测,结果表明所设计的引物具有极高的扩增成功率。     

SSR mining in coffee tree EST databases: potential use of EST-SSRs as markers for the Coffea genus

Expressed sequence tags (ESTs) from Coffea canephora leaves and fruits were used to search for types and frequencies of simple sequence repeats (EST–SSRs) with a motif length of 1–6 bp. From a non-redundant (NR) EST set of 5,534 potential unigenes, 6.8% SSR-containing sequences were identified, with an average density of one SSR every 7.73 kb of EST sequences. Trinucleotide repeats were found to be the most abundant (34.34%), followed by di- (25.75%) and hexa-nucleotide (22.04%) motifs. The development of unique genic SSR markers was optimized by a computational approach which allowed us to eliminate redundancy in the original EST set and also to test the specificity of each pair of designed primers. Twenty-five EST–SSRs were developed and used to evaluate cross-species transferability in the Coffea genus. The orthology was supported by the amplicon sequence similarity and the amplification patterns. The >94% identity of flanking sequences revealed high sequence conservation across the Coffea genus. A high level of polymorphic loci was obtained regardless of the species considered (from 75% for C. liberica to 86% for C. canephora). Moreover, the polymorphism revealed by EST–SSR was similar to that exposed by genomic SSR. It is concluded that Coffea ESTs are a valuable resource for microsatellite mining. EST-SSR markers developed from C. canephora sequences can be easily transferred to other Coffea species for which very little molecular information is available. They constitute a set of conserved orthologous markers, which would be ideal for assessing genetic diversity in coffee trees as well as for cross-referencing transcribed sequences in comparative genomics studies.