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1.
Heena Ambreen Shivendra Kumar Murali Tottekkad Variath Gopal Joshi Sapinder Bali Manu Agarwal Amar Kumar Arun Jagannath Shailendra Goel 《PloS one》2015,10(8)
Background
Safflower (Carthamus tinctorius L.), an Asteraceae member, yields high quality edible oil rich in unsaturated fatty acids and is resilient to dry conditions. The crop holds tremendous potential for improvement through concerted molecular breeding programs due to the availability of significant genetic and phenotypic diversity. Genomic resources that could facilitate such breeding programs remain largely underdeveloped in the crop. The present study was initiated to develop a large set of novel microsatellite markers for safflower using next generation sequencing.Principal Findings
Low throughput genome sequencing of safflower was performed using Illumina paired end technology providing ~3.5X coverage of the genome. Analysis of sequencing data allowed identification of 23,067 regions harboring perfect microsatellite loci. The safflower genome was found to be rich in dinucleotide repeats followed by tri-, tetra-, penta- and hexa-nucleotides. Primer pairs were designed for 5,716 novel microsatellite sequences with repeat length ≥ 20 bases and optimal flanking regions. A subset of 325 microsatellite loci was tested for amplification, of which 294 loci produced robust amplification. The validated primers were used for assessment of 23 safflower accessions belonging to diverse agro-climatic zones of the world leading to identification of 93 polymorphic primers (31.6%). The numbers of observed alleles at each locus ranged from two to four and mean polymorphism information content was found to be 0.3075. The polymorphic primers were tested for cross-species transferability on nine wild relatives of cultivated safflower. All primers except one showed amplification in at least two wild species while 25 primers amplified across all the nine species. The UPGMA dendrogram clustered C. tinctorius accessions and wild species separately into two major groups. The proposed progenitor species of safflower, C. oxyacantha and C. palaestinus were genetically closer to cultivated safflower and formed a distinct cluster. The cluster analysis also distinguished diploid and tetraploid wild species of safflower.Conclusion
Next generation sequencing of safflower genome generated a large set of microsatellite markers. The novel markers developed in this study will add to the existing repertoire of markers and can be used for diversity analysis, synteny studies, construction of linkage maps and marker-assisted selection. 相似文献2.
Tetranychus truncatus Ehara is a phytophagous spider mite that is now one of the most important pests of agricultural and economic crops in East and Southeast Asia. However, population genetics and other studies of T. truncatus have been impeded by the lack of microsatellite markers, which are expensive and time-consuming to identify. Previous studies indicated a high potential of cross-amplification of microsatellites in Tetranychus species, meaning that the microsatellite flanking sequences are sufficiently homologous among Tetranychus species that the primers for one species may work in another species. Here, we tested 205 primer pairs designed from the whole genome sequence of Tetranychus urticae Koch, a sister species of T. truncatus, for microsatellite markers in three populations of T. truncatus in China (N = 94). About half (102) of these primer pairs yielded the desired PCR products, 36 of which revealed polymorphism in T. truncatus. Each of the 36 markers harbored between 2 and 23 alleles, with a mean polymorphic information content of 0.589 (0.119–0.922 range). The mean observed and expected heterozygosity across loci and the three populations were 0.468 and 0.628, respectively. Of the 36 primer pairs, 22 also worked in Tetranychus piercei, but only a few of them worked in T. ludeni and T. phaselus. Cross-amplification is thus a cost-effective way to develop microsatellite markers, which can be of great value in population genetics studies. 相似文献
3.
Aims: The aim of this study was to develop a sensitive real-time polymerase chain reaction (PCR) assay for the rapid detection of Cladosporium fulvum in tomato leaves. Methods and Results: Three PCR primer pairs were designed based on the nucleotide sequences of: (i) the internal transcribed spacer regions of ribosomal RNA; (ii) a microsatellite region amplified by the microsatellite primer M13; and (iii) the β-tubulin gene of C. fulvum. Each primer pair amplified the expected target DNA fragment from geographically diverse isolates of C. fulvum. No PCR products were amplified with these primer pairs from DNA of other fungal species. Among the three pairs of primers, the primer pair CfF1/CfR1 developed based on the microsatellite region was the most sensitive. Using this sensitive primer pair, a real-time PCR assay was developed to detect early infection of C. fulvum in tomato leaves. Significance and Impact of the Study: DNA regions amplified by the microsatellite primer M13 have a high potential for developing highly sensitive species-specific PCR primers for the detection of phytopathogenic fungi. The real-time PCR assay developed in this study is useful in monitoring early infection of C. fulvum, and can help growers make timely decisions on fungicide application. 相似文献
4.
M. M. Belokon D. V. Politov E. A. Mudrik T. A. Polyakova A. V. Shatokhina Yu. S. Belokon N. V. Oreshkova Yu. A. Putintseva V. V. Sharov D. A. Kuzmin K. V. Krutovsky 《Russian Journal of Genetics》2016,52(12):1263-1271
Siberian stone pine, Pinus sibirica Du Tour is one of the most economically and environmentally important forest-forming species of conifers in Russia. To study these forests a large number of highly polymorphic molecular genetic markers, such as microsatellite loci, are required. Prior to the new high-throughput next generation sequencing (NGS) methods, discovery of microsatellite loci and development of micro-satellite markers were very time consuming and laborious. The recently developed draft assembly of the Siberian stone pine genome, sequenced using the NGS methods, allowed us to identify a large number of microsatellite loci in the Siberian stone pine genome and to develop species-specific PCR primers for amplification and genotyping of 70 microsatellite loci. The primers were designed using contigs containing short simple sequence tandem repeats from the Siberian stone pine whole genome draft assembly. Based on the testing of primers for 70 microsatellite loci with tri-, tetra- or pentanucleotide repeats, 18 most promising, reliable and polymorphic loci were selected that can be used further as molecular genetic markers in population genetic studies of Siberian stone pine. 相似文献
5.
Isolation and characterization of microsatellite loci from three cryptic species of Ceratosolen emarginatus
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From an enriched (AG)n/(AC)n library, we developed nine polymorphic microsatellite loci for three cryptic species of the fig‐pollinating wasp Ceratosolen emarginatus. We genotyped one population for each of the three cryptic species across all the nine loci. In total, 204 alleles were detected from the three cryptic species of C. emarginatus. The observed heterozygosity was 0.755 ± 0.034, 0.653 ± 0.030 and 0.603 ± 0.073 in C. emarginatus populations A, B and C, respectively; the expected heterozygosity was 0.850 ± 0.031, 0.724 ± 0.035 and 0.702 ± 0.104, respectively. No linkage disequilibrium was found between any two loci of all three cryptic species. The newly isolated microsatellite markers will be very useful for estimating the genetic variation within and among the cryptic species and for revealing the mechanisms of speciation and inbreeding coexistence hypothesis of the cryptic species. 相似文献
6.
Transferability of sequence tagged microsatellite site (STMS) primers across four major pulses 总被引:1,自引:1,他引:0
The transferability of genome-specific sequence tagged microsatellite site (STMS) primers from field pea (P. sativum) and chickpea (C. arietinum) to other major pulses was examined. Overall, field pea STMS primers amplified products in most of the accessions in comparison
to that of the chickpea STMS primers, which amplified products in relatively few accessions. The highest level of successful
amplifications with a single primer was 89% for field pea and 33% for chickpea primers respectively. The potential transferability
of the STMS primers among species, expressed as the total mean percentage of positive amplifications, was 53% for the field
pea STMS primers and 9% for the chickpea STMS primers. The individual mean percentage of successful transferability of field
pea STMS primers across lentil, vetch and chickpea/Cicer sp. accessions was 60%, 39% and 62%, respectively. Whereas, for the chickpea STMS primers successful transferability was
5%, 3% and 18% for lentil, vetch and field pea, respectively. The trnasferability of these STMS primers indicates a high level
of sequence conservation in these regions across species. Together with their locus-specificity, co-dominant nature and potential
to amplify multiple alleles, their transferability makes STMS markers a powerful tool for genetic mapping, diversity analysis
and genotyping. 相似文献
7.
Pimubon Waikham Patcharawadee Thongkumkoon Siriwadee Chomdej Aizhong Liu Prasit Wangpakapattanawong 《Molecular biology reports》2018,45(1):27-30
Catanopsis tribuloides is a climax tree species commonly distributed in evergreen forests and has been used to restore degraded areas in northern Thailand. To aid in study of genetic diversity of the species, microsatellite markers, which are specific to C. tribuloides, were developed using whole genome sequencing by next-generation sequencing technology. The primers for microsatellite were developed and screened for optimal annealing temperature by PCR assay. The loci primers specific with C. tribuloides, 13 polymorphic microsatellite primers were successfully developed. The results from genetic information analyzing showed the number of alleles presented were between 2 and 24. Accordingly, the expected and observed heterozygosity obtained were between 0.298 and 0.920 and 0.364 to 1.000, respectively. Null allele frequency was presented 0.000–0.199. Genetic information was generated 10 loci primers significantly deviated from Hardy–Weinberg Equilibrium. All 13 primer pairs of loci were not significant with linkage disequilibrium. A set of microsatellite markers in this study could be applied to gene flow, genetic structure and population genetic studies in the future. 相似文献
8.
C André L C Larsson L Laikre D Bekkevold J Brigham G R Carvalho T G Dahlgren W F Hutchinson S Mariani K Mudde D E Ruzzante N Ryman 《Heredity》2011,106(2):270-280
In many marine fish species, genetic population structure is typically weak because populations are large, evolutionarily young and have a high potential for gene flow. We tested whether genetic markers influenced by natural selection are more efficient than the presumed neutral genetic markers to detect population structure in Atlantic herring (Clupea harengus), a migratory pelagic species with large effective population sizes. We compared the spatial and temporal patterns of divergence and statistical power of three traditional genetic marker types, microsatellites, allozymes and mitochondrial DNA, with one microsatellite locus, Cpa112, previously shown to be influenced by divergent selection associated with salinity, and one locus located in the major histocompatibility complex class IIA (MHC-IIA) gene, using the same individuals across analyses. Samples were collected in 2002 and 2003 at two locations in the North Sea, one location in the Skagerrak and one location in the low-saline Baltic Sea. Levels of divergence for putatively neutral markers were generally low, with the exception of single outlier locus/sample combinations; microsatellites were the most statistically powerful markers under neutral expectations. We found no evidence of selection acting on the MHC locus. Cpa112, however, was highly divergent in the Baltic samples. Simulations addressing the statistical power for detecting population divergence showed that when using Cpa112 alone, compared with using eight presumed neutral microsatellite loci, sample sizes could be reduced by up to a tenth while still retaining high statistical power. Our results show that the loci influenced by selection can serve as powerful markers for detecting population structure in high gene-flow marine fish species. 相似文献
9.
Anna E. M. F. M. Oliveira Jonatas L. Duarte Jesus R. R. Amado Rodrigo A. S. Cruz Clarice F. Rocha Raimundo N. P. Souto Ricardo M. A. Ferreira Karen Santos Edemilson C. da Concei??o Leandra A. R. de Oliveira Alphonse Kelecom Caio P. Fernandes José C. T. Carvalho 《PloS one》2016,11(1)
Pterodon emarginatus Vogel is a Brazilian species that belongs to the family Fabaceae, popularly known as sucupira. Its oil has several biological activities, including potent larvicidal property against Aedes aegypti. This insect is the vector of dengue, a tropical disease that has been considered a critical health problem in developing countries, such as Brazil. Most of dengue control methods involve larvicidal agents suspended or diluted in water and making active lipophilic natural products available is therefore considered a technological challenge. In this context, nanoemulsions appear as viable alternatives to solve this major problem. The present study describes the development of a novel nanoemulsion with larvicidal activity against A. aegypti along with the required Hydrophile Lipophile Balance determination of this oil. It was suggested that the mechanism of action might involve reversible inhibition of acetylcholinesterase and our results also suggest that the P. emarginatus nanoemulsion is not toxic for mammals. Thus, it contributes significantly to alternative integrative practices of dengue control, as well as to develop sucupira based nanoproducts for application in aqueous media. 相似文献
10.
Melissa C. Simpson P. Markus Wilken Martin P.A. Coetzee Michael J. Wingfield Brenda D. Wingfield 《Fungal biology》2013,117(7-8):545-555
Ceratocystis fimbriata sensu lato represents a complex of cryptic and commonly plant pathogenic species that are morphologically similar. Species in this complex have been described using morphological characteristics, intersterility tests and phylogenetics. Microsatellite markers have been useful to study the population structure and origin of some species in the complex. In this study we sequenced the genome of C. fimbriata. This provided an opportunity to mine the genome for microsatellites, to develop new microsatellite markers, and map previously developed markers onto the genome. Over 6000 microsatellites were identified in the genome and their abundance and distribution was determined. Ceratocystis fimbriata has a medium level of microsatellite density and slightly smaller genome when compared with other fungi for which similar microsatellite analyses have been performed. This is the first report of a microsatellite analysis conducted on a genome sequence of a fungal species in the order Microascales. Forty-seven microsatellite markers have been published for population genetic studies, of which 35 could be mapped onto the C. fimbriata genome sequence. We developed an additional ten microsatellite markers within putative genes to differentiate between species in the C. fimbriata s.l. complex. These markers were used to distinguish between 12 species in the complex. 相似文献
11.
M. I. Buteler R. L. Jarret D. R. LaBonte 《TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik》1999,99(1-2):123-132
The objectives of the present study were to evaluate the inheritance and nucleotide sequence profiles of microsatellite genetic
markers in hexaploid sweetpotato [Ipomoea batatas (L.) Lam.] and its putative tetraploid and diploid ancestors, and to test possible microsatellite mutation mechanisms in
polyploids by direct sequencing of alleles. Sixty three microsatellite loci were isolated from genomic libraries of I. batatas and sequenced. PCR primers were designed and used to characterize microsatellite loci in two hexaploid I. batatas populations, a tetraploid Ipomoea trifida population, and a diploid I. trifida population. Nine out of the sixty three primer pairs tested yielded a clearly discernible, heritable banding pattern; five
showed Mendelian segregation. All other primer pairs produced either smeared banding patterns, which could not be scored,
or no bands at all in I. batatas. All of the primers which produced discernible banding patterns from I. batatas also amplified products of similar size in tetraploid and diploid I. trifida accessions. The sequence analysis of several alleles in the three species showed differences due to mutations in the repeat
regions consistent with small differences in the repeat number. However, in some cases insertions/deletions and base substitutions
in the microsatellite flanking regions were responsible for polymorphisms in both polyploid and diploid species. These results
provide strong empirical evidence that complex genetic mechanisms are responsible for SSR allelic variation in Ipomoea. Four I. batatas microsatellite loci showed polysomic segregation fitting tetraploid segregation ratios. To our knowledge this is the first
report of segregation ratios for microsatellites markers in polyploids.
Received: 4 January 1999 / Accepted: 4 January 1999 相似文献
12.
Ken-ichi Tamura Takako Kiyoshi Jun-ichi Yonemaru 《Molecular breeding : new strategies in plant improvement》2012,30(1):1-8
DNA markers have the potential to be a powerful tool for the molecular study and breeding of agronomic traits of temperate forage grasses, but some of these grasses have only limited sequence information available. We aimed to design highly transferable primer sets by using the abundant sequence information available for related crop species such as wheat and rice. The degree of similarity between the primer sequences of the wheat PCR-based landmark unique gene (PLUG) primer set and the corresponding sequences of rice orthologs was designated as the ??universality index?? (UI). We classified 359 PLUG primer pairs based on their UI values and found that primer pairs with high UI values showed higher successful amplification rates in Festuca and Lolium species than those with low UI values. Based on these results, we designed new primer sets, designated Conserved Three-prime-End Region (COTER) primers, with complete similarity to rice orthologs for eight bases at the 3?? end of each primer. COTER primer sets developed from both tall fescue and wheat showed high transferability in six temperate grasses (mean amplification rates of 95% for tall fescue primers; 79% for wheat primers). This strategy and primer information could also be useful for developing DNA markers for other grass species with little genome information available. 相似文献
13.
José Audenor Silva-Junior Daniele de Souza França Ramiris César Souza Moraes Fernanda Amato Gaiotto 《Molecular biology reports》2016,43(6):451-455
Manilkara maxima is an endemic tree species of the Atlantic Forest in southern Bahia, Brazil. It is considered important for forest conservation due to its mutualistic interactions with endemic and endangered animals. Our aim was to develop microsatellite markers to estimate genetic diversity in order to provide information for effectiveness of future conservation programs. We used next generation sequencing technology to develop the first specific microsatellite markers for M. maxima. Seventeen new microsatellite loci were applied in 72 individuals sampled in three natural populations. On average, the number of alleles per loci was 8.8. The expected heterozygosity varied between 0.72 and 0.77, indicating that the developed set of molecular markers is useful for genetic diversity studies. Additionally, the estimated value for the combined probability of exclusion (Q) was greater than 0.999, which indicates the powerful of these molecular tools for paternity and kinship analysis. Our results demonstrate that the set of microsatellites developed in this work is a powerful tool for population genetics, molecular ecology and conservation biology purposes. 相似文献
14.
Background and Aims
Lolium perenne (perennial ryegrass) is the most important forage grass species of temperate regions. We have previously released the chloroplast genome sequence of L. perenne ‘Cashel’. Here nine chloroplast microsatellite markers are published, which were designed based on knowledge about genetically variable regions within the L. perenne chloroplast genome. These markers were successfully used for characterizing the genetic diversity in Lolium and different grass species.Methods
Chloroplast genomes of 14 Poaceae taxa were screened for mononucleotide microsatellite repeat regions and primers designed for their amplification from nine loci. The potential of these markers to assess genetic diversity was evaluated on a set of 16 Irish and 15 European L. perenne ecotypes, nine L. perenne cultivars, other Lolium taxa and other grass species.Key Results
All analysed Poaceae chloroplast genomes contained more than 200 mononucleotide repeats (chloroplast simple sequence repeats, cpSSRs) of at least 7 bp in length, concentrated mainly in the large single copy region of the genome. Nucleotide composition varied considerably among subfamilies (with Pooideae biased towards poly A repeats). The nine new markers distinguish L. perenne from all non-Lolium taxa. TeaCpSSR28 was able to distinguish between all Lolium species and Lolium multiflorum due to an elongation of an A8 mononucleotide repeat in L. multiflorum. TeaCpSSR31 detected a considerable degree of microsatellite length variation and single nucleotide polymorphism. TeaCpSSR27 revealed variation within some L. perenne accessions due to a 44-bp indel and was hence readily detected by simple agarose gel electrophoresis. Smaller insertion/deletion events or single nucleotide polymorphisms detected by these new markers could be visualized by polyacrylamide gel electrophoresis or DNA sequencing, respectively.Conclusions
The new markers are a valuable tool for plant breeding companies, seed testing agencies and the wider scientific community due to their ability to monitor genetic diversity within breeding pools, to trace maternal inheritance and to distinguish closely related species. 相似文献15.
Microsatellite markers for Lycium ruthenicum (Solananeae) 总被引:2,自引:0,他引:2
We developed microsatellite markers in Lycium ruthenicum, a desert plant widely distributed in northwestern China. In order to investigate its population genetic structure, genetic diversity, and its evolutionary history, we have isolated 11 novel microsatellite loci primers and characterized them in 24 individuals from 3 populations of L. ruthenicum using the combined biotin capture technique. For these microsatellites, one to seven alleles per locus were identified. The observed heterozygosities ranged from 0 to 0.958, meanwhile the expected heterozygosities ranged from 0 to 0.841. These microsatellite markers could be first useful for population level studies like genetic diversity and structure in this species. 相似文献
16.
T. Sugaya H. Yoshimaru T. Takeuchi M. Katsuta K. Fujimoto S. Changtragoon 《Molecular ecology resources》2003,3(1):88-90
Microsatellite markers of Bruguiera gymnorrhiza were developed. Fifty‐four of 161 clones were found to contain microsatellite repeats. Primer pairs were designed for 20 of these clones according to their sequence data. Of these, seven primers showed polymorphism for 32 individuals from Iriomote Island, Japan. Two to five alleles per locus were detected, and the observed heterozygosities ranged from 0.031 to 0.500. Cross‐species amplification using five of the seven primers also worked well for B. cylindrica and B. parviflora. Because our previous study reported very low levels of genetic diversity for allozymes in the same Iriomote population, these microsatellite markers should be a powerful tool for various kinds of genetic analysis. 相似文献
17.
Prachi Masih Rupesh K. Luhariya Rakhi Das Arti Gupta Vindhya Mohindra Rajeev K. Singh Rohit Srivastava U. K. Chauhan J. K. Jena Kuldeep K. Lal 《Molecular biology reports》2014,41(8):5187-5197
This study is aimed to identify polymorphic microsatellite markers and establish their potential for population genetics studies in three carp (family cyprinidae; subfamily cyprininae) species, Labeo rohita, Catla catla and Cirrhinus mrigala through use of cyprinid primers. These species have high commercial value and knowledge of genetic variation is important for management of farmed and wild populations. We tested 108 microsatellite primers from 11 species belonging to three different cyprinid subfamilies, Cyprininae, Barbinae and Leuciscinae out of which 63 primers (58.33 %) successfully amplified orthologous loci in three focal species. Forty-two loci generated from 29 primers were polymorphic in these three carp species. Sequencing of amplified product confirmed the presence of SSRs in these 42 loci and orthologous nature of the loci. To validate potential of these 42 polymorphic loci in determining the genetic variation, we analyzed 486 samples of three focal species collected from Indus, Ganges and Brahmaputra river systems. Results indicated significant genetic variation, with mean number of alleles per locus ranging from 6.80 to 14.40 and observed heterozygosity ranging from 0.50 to 0.74 in the three focal species. Highly significant (P < 0.00001) allelic homogeneity values revealed that the identified loci can be efficiently used in population genetics analysis of these carp species. Further, thirty-two loci from 19 primers were useful for genotyping in more than one species. The data from the present study was compiled with cross-species amplification data from previous results on eight species of subfamily cyprininae to compare cross-transferability of microsatellite loci. It was revealed that out of 226 heterologous loci amplified, 152 loci that originated from 77 loci exhibited polymorphism and 45 primers were of multispecies utility, common for 2–7 species. 相似文献
18.
Inger Skrede Tor Carlsen Loren H. Rieseberg Christian Brochmann 《Conservation Genetics》2009,10(3):643-648
Microsatellites are important genetic markers both in population genetics and for delimitation of closely related species.
However, to develop microsatellites for each target organism is expensive and time consuming. In this study, we have therefore
developed 65 new microsatellite primers for the species Draba nivalis and tested cross-species and cross-genus transfer success of these primers for two other genera in the Brassicaceae; Cardamine and Smelowskia. Furthermore, 15 previously developed microsatellites were tested for amplification in these three genera. The microsatellite
markers that amplify across these genera may be useful for other genera in the Brassicaceae as well. 相似文献
19.
Alireza Valdiani Arash Javanmard Daryush Talei Soon Guan Tan Sonia Nikzad Mihdzar Abdul Kadir Siti Nor Akmar Abdullah 《Molecular biology reports》2013,40(2):1775-1784
Andrographis paniculata (AP) is a medicinal plant species introduced into Malaysia. To address the genetic structure and evolutionary connectedness of the Malaysian AP with the Indian AP, a DNA sequence analysis was conducted based on 24 microsatellite markers. Out of the 24 primer sets, seven novel microsatellite primers were designed and amplified intra-specifically according to the available Indian AP sequences at the National Centre for Biotechnology Information (NCBI), where 17 of them were amplified using the cross-species strategy by employing the primers belonging to Acanthus ilicifolius Linn (Acanthaceae) and Lumnitzera racemosa Wild (Combretaceae). The primers were then applied on the Malaysian AP accessions. Sixteen of the new microsatellite loci were amplified successfully. Analysis of these microsatellite sequences, revealed some significant differences between the Indian and Malaysian AP accessions in terms of the size and type of the repeat motifs. These findings depicted the cryptic feature of this species. Despite identifying several heterozygous alleles no polymorphism was observed in the detected loci of the selected accessions. This situation was in concordance with the presence of “fixed heterozygosity” phenomenon in the mentioned loci. Accordingly, this was fully consistent with the occurrence of the genetic bottleneck and founder effect within Malaysian AP population. Apart from the amplification of new microsatellites in this species, our observations could be in agreement with the risk of genetic depletion and consequently extinction of this precious herb in Malaysia. This issue should be taken into consideration in the future studies. 相似文献
20.
C. N. Neeraja S. Malathi E. A. Siddiq 《Journal of plant biochemistry and biotechnology.》2006,15(1):39-41
Subspecific classification of Asian rice (Oryza sativa L) into indica and japonica has always been a subject of interest althrough for rice breeders and geneticists. The present study aims at identifying subspecies specific microsatellite markers in six genotypes, each of indica and japonica using 372 microsatellite primers covering the entire genome. Only 36 primers gave clear polymorphism on 3% agarose gel and these can be used as diagnostic markers for routine and easy identification of the subspecies. 相似文献