Abstract
Microsatellites physically linked to expressed sequence tags (EST-SSRs) are an important resource for linkage mapping and comparative genomics, and data mining in publicly available EST databases is a common strategy for EST-SSR discovery. At present, many species lack species-specific EST sequence data needed for the efficient characterization of EST-SSRs. This paper describes the discovery and development of EST-SSRs for red drum (Sciaenops ocellatus), an estuarine-dependent sciaenid species of economic importance in the USA and elsewhere, using a phylogenetically informed, comparative genomics approach to primer design. The approach entailed comparing existing genomic resources from species closely allied phylogenetically to red drum, with resources from more distantly related outgroup species. By taking into account the degree to which flanking regions are conserved across taxa, the efficiency of PCR primer design was increased greatly. The amplification success rate for primers designed for red drum was 100 % when using EST libraries from confamilial species and 92 % when using an EST library from a species in the same suborder. The primers developed also amplified EST-SSRs in a wide range of perciform fishes, suggesting potential use in comparative genomics. This study demonstrates that EST-SSRs can be efficiently developed for an organism when limited species-specific data are available by exploiting genomic resources from well-studied species, even those at extended phylogenetic distances.
References
Adams M, Kelley J, Gocayne J, Dubnick M, Polymeropoulos M, Xiao H, Merril C, Wu A, Olde B, Moreno R, Et A (1991) Complementary DNA sequencing: expressed sequence tags and human genome project. Science 252:1651–1656
Bouck A, Vision T (2007) The molecular ecologist’s guide to expressed sequence tags. Mol Ecol 16:907–924
Bouza C, Hermida M, Millán A, Vilas R, Vera M, Fernández C, Calaza M, Pardo BG, Martínez P (2008) Characterization of EST-derived microsatellites for gene mapping and evolutionary genomics in turbot. Anim Genet 39:666–670
Camacho C, Coulouris G, Avagyan V, Ma N, Papadopoulos J, Bealer K, Madden T (2009) BLAST+: architecture and applications. BMC Bioinforma 10:421
Coulibaly I, Gharbi K, Danzmann RG, Yao J, Rexroad CE (2005) Characterization and comparison of microsatellites derived from repeat-enriched libraries and expressed sequence tags. Anim Genet 36:309–315
Dawson DA, Horsburgh GJ, Küpper C, Stewart IRK, Ball AD, Durrant KL, Hansson B, Bacon IDA, Bird S, Klein Á, Krupa AP, Lee J-W, Martín-Gálvez D, Simeoni M, Smith G, Spurgin LG, Burke T (2010) New methods to identify conserved microsatellite loci and develop primer sets of high cross-species utility—as demonstrated for birds. Mol Ecol Resour 10:475–494
Ellis JR, Burke JM (2007) EST-SSRs as a resource for population genetic analyses. Heredity 99:125–132
Ellis JR, Pashley CH, Burke JM, Mccauley DE (2006) High genetic diversity in a rare and endangered sunflower as compared to a common congener. Mol Ecol 15:2345–2355
Estoup A, Largiader CR, Perrot E, Chourrout D (1996) Rapid one-tube DNA extraction for reliable PCR detection of fish polymorphic markers and transgenes. Mol Mar Biol Biotechnol 5:295–298
Housley D, Zalewski Z, Beckett S, Venta P (2006) Design factors that influence PCR amplification success of cross-species primers among 1147 mammalian primer pairs. BMC Genomics 7:253
Huang X, Madan A (1999) CAP3: a DNA sequence assembly program. Genome Res 9:868–877
Ju Z, Wells MC, Martinez A, Hazlewood L, Walter RB (2005) An in silico mining for simple sequence repeats from expressed sequence tags of zebrafish, medaka, Fundulus, and Xiphophorus. In Silico Biol 5:439–463
Kang JH (2008) Genetic linkage map of olive flounder, Paralichthys olivaceus. Int J Biol Sci 4:143
Kantety RV, La Rota M, Matthews DE, Sorrells ME (2002) Data mining for simple sequence repeats in expressed sequence tags from barley, maize, rice, sorghum and wheat. Plant Mol Biol 48:501–510
Karlsson S, Renshaw MA, Rexroad CE III, Gold JR (2008) PCR primers for 100 microsatellites in red drum (Sciaenops ocellatus). Mol Ecol Resour 8:393–398
Kim KS, Ratcliffe ST, French BW, Liu L, Sappington TW (2008) Utility of EST-derived SSRs as population genetics markers in a beetle. J Hered 99:112–124
Kucuktas H, Wang S, Li P, He C, Xu P, Sha Z, Liu H, Jiang Y, Baoprasertkul P, Somridhivej B, Wang Y, Abernathy J, Guo X, Liu L, Muir W, Liu Z (2009) Construction of genetic linkage maps and comparative genome analysis of catfish using gene-associated markers. Genetics 181:1649–1660
Li J, Li Q (2008) A set of microsatellite markers for use in the endangered sea urchin Strongylocentrotus nudus developed from S. purpuratus ESTs. Conservat Genet 9:743–745
Nagaraj SH, Gasser RB, Ranganathan S (2007) A hitchhiker’s guide to expressed sequence tag (EST) analysis. Briefings Bioinformatics 8:6–21
Perez F, Ortiz J, Zhinaula M, Gonzabay C, Calderon J, Volckaert F (2005) Development of EST-SSR markers by data mining in three species of shrimp: Litopenaeus vannamei, Litopenaeus stylirostris, and Trachypenaeus birdy. Mar Biotechnol 7:554–569
Portnoy DS, Renshaw MA, Hollenbeck CM, Gold JR (2010) A genetic linkage map of red drum, Sciaenops ocellatus. Anim Genet 41:630–641
Primmer CR, Painter JN, Koskinen MT, Palo JU, Merilä J (2005) Factors affecting avian cross-species microsatellite amplification. J Avian Biol 36:348–360
Rice WR (1989) Analyzing tables of statistical tests. Evolution 43:223–225
Rousset F (2008) genepop’007: a complete re-implementation of the genepop software for Windows and Linux. Mol Ecol Resour 8:103–106
Rozen S, Skaletsky H (2000) Primer3 on the WWW for general users and for biologist programmers. Meth Mol Biol 132:365
Squirrell J, Hollingsworth PM, Woodhead M, Russell J, Lowe AJ, Gibby M, Powell W (2003) How much effort is required to isolate nuclear microsatellites from plants? Mol Ecol 12:1339–1348
Stajich JE, Block D, Boulez K, Brenner SE, Chervitz SA, Dagdigian C, Fuellen G, Gilbert JGR, Korf I, Lapp H, Lehv-Slaiho H, Matsalla C, Mungall CJ, Osborne BI, Pocock MR, Schattner P, Senger M, Stein LD, Stupka E, Wilkinson MD, Birney E (2002) The Bioperl toolkit: perl modules for the life sciences. Genome Res 12:1611–1618
Tonteri A, Vasemägi A, Lumme J, Primmer CR (2010) Beyond MHC: signals of elevated selection pressure on Atlantic salmon (Salmo salar) immune-relevant loci. Mol Ecol 19:1273–1282
van Oosterhout C, Hutchinson WF, Wills DPM, Shipley P (2004) Micro-Checker: software for identifying and correcting genotyping errors in microsatellite data. Mol Ecol Notes 4:535–538
Varshney RK, Graner A, Sorrells ME (2005) Genic microsatellite markers in plants: features and applications. Trends Biotechnol 23:48–55
Vogiatzi E, Lagnel J, Pakaki V, Louro B, Canario AV, Reinhardt R, Kotoulas G, Magoulas A, Tsigenopoulos CS (2011) In silico mining and characterization of simple sequence repeats from gilthead sea bream (Sparus aurata) expressed sequence tags (EST-SSRs); PCR amplification, polymorphism evaluation and multiplexing and cross-species assays. Marine Genomics 4:83–91
Wang Y, Guo X (2007) Development and characterization of EST-SSR markers in the eastern oyster Crassostrea virginica. Mar Biotechnol 9:500–511
Wang H, Li F, Xiang J (2005) Polymorphic EST-SSR markers and their mode of inheritance in Fenneropenaeus chinensis. Aquaculture 249:107–114
Weir BS, Cockerham CC (1984) Estimating F-statistics for the analysis of population structure. Evolution 38:1358–1370
Yu H, Li Q (2008) Exploiting EST databases for the development and characterization of EST-SSRs in the Pacific oyster (Crassostrea gigas). J Hered 99:208–214
Yue GH, Ho MY, Orban L, Komen J (2004) Microsatellites within genes and ESTs of common carp and their applicability in silver crucian carp. Aquaculture 234:85–98
Zhou Z-C, Zou L-L, Dong Y, He C-B, Liu W-D, Deng H, Wang L-M (2008) Characterization of 28 polymorphic microsatellites for Japanese sea urchin (Strongylocentrotus intermedius) via mining EST database of a related species (S. purpuratus). Annales Zoologici Fennici 45:4
Acknowledgments
We thank M. Renshaw for technical assistance in the laboratory and for providing tissues for cross-amplifications. Funding was provided by the Saltonstall-Kennedy Program (Award NA10NMF4270199) of the National Marine Fisheries Service (U.S. Department of Commerce) and by Texas AgriLife Research (Project H-6703). This paper is no. 86 in the series “Genetic Studies in Marine Fishes” and contribution no. 211 of the Center for Biosystematics and Biodiversity at Texas A&M University.
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Hollenbeck, C.M., Portnoy, D.S. & Gold, J.R. Use of Comparative Genomics to Develop EST-SSRs for Red Drum (Sciaenops ocellatus). Mar Biotechnol 14, 672–680 (2012). https://doi.org/10.1007/s10126-012-9449-0
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DOI: https://doi.org/10.1007/s10126-012-9449-0