Lessons learned from microsatellite development for nonmodel organisms using 454 pyrosequencing

Microsatellites, also known as simple sequence repeats (SSRs), are among the most commonly used marker types in evolutionary and ecological studies. Next Generation Sequencing techniques such as 454 pyrosequencing allow the rapid development of microsatellite markers in nonmodel organisms. 454 pyrosequencing is a straightforward approach to develop a high number of microsatellite markers. Therefore, developing microsatellites using 454 pyrosequencing has become the method of choice for marker development. Here, we describe a user friendly way of microsatellite development from 454 pyrosequencing data and analyse data sets of 17 nonmodel species (plants, fungi, invertebrates, birds and a mammal) for microsatellite repeats and flanking regions suitable for primer development. We then compare the numbers of successfully lab‐tested microsatellite markers for the various species and furthermore describe diverse challenges that might arise in different study species, for example, large genome size or nonpure extraction of genomic DNA. Successful primer identification was feasible for all species. We found that in species for which large repeat numbers are uncommon, such as fungi, polymorphic markers can nevertheless be developed from 454 pyrosequencing reads containing small repeat numbers (five to six repeats). Furthermore, the development of microsatellite markers for species with large genomes was also with Next Generation Sequencing techniques more cost and time‐consuming than for species with smaller genomes. In this study, we showed that depending on the species, a different amount of 454 pyrosequencing data might be required for successful identification of a sufficient number of microsatellite markers for ecological genetic studies.     

Development of microsatellite markers in Fosterella rusbyi (Bromeliaceae) using 454 pyrosequencing

? Premise of the study: Polymorphic microsatellite markers were developed for Fosterella rusbyi (Bromeliaceae) to evaluate the population genetic structure and genetic diversity of natural populations of F. rusbyi and other Fosterella species in Bolivia. ? Methods and Results: 454 pyrosequencing technology was used to generate 73027 sequence reads from F. rusbyi DNA, which together contained 2796 perfect simple sequence repeats (SSRs). Primer pairs were designed for 30 loci, of which 15 were used to genotype 30 F. rusbyi plants from two geographical areas in Bolivia. All markers were polymorphic, with two to nine alleles in the overall sample. Cross-species amplification was tested in 10 additional Fosterella species. Seven loci showed consistent amplification in six or more species. ? Conclusions: The 15 SSR markers developed for F. rusbyi are promising candidates for population genetic analyses within F. rusbyi and other species of Fosterella.     

A set of polymorphic microsatellite loci for Vriesea gigantea and Alcantarea imperialis (Bromeliaceae) and cross‐amplification in other bromeliad species

Fifteen polymorphic microsatellite markers were isolated and characterized in two species of Bromeliaceae: Vriesea gigantea and Alcantarea imperialis. The number of alleles observed for each locus ranged from three to 16. The loci will be used for studies of the genetic structure of natural populations, reproductive biology, and evolutionary relationships among and within these genera. A cross‐amplification test in 22 taxa suggests that the markers will be useful for similar applications in numerous other bromeliad species.     

Characterization of 14 tetranucleotide microsatellite loci derived from Pacific herring

Spawning aggregations of Pacific herring (Clupea pallasi) often exhibit significant interannual variation in allele frequencies of neutral gene markers. We isolated 14 tetranucleotide microsatellites to examine hypothetical processes that may produce this unique genetic signal. We developed and tested primer pairs for each locus and then estimated locus variability in samples (n = 60) from two populations. The number of alleles per locus ranged from five to 49. The expected heterozygosity across loci and populations ranged from 0.20 to 0.96. These microsatellites will be useful for estimating genetic variation in herring on a fine geographical scale.     

Sixteen microsatellite loci from Halesia tetraptera (Styracaceae)

Sixteen microsatellite loci isolated from Halesia tetraptera are described. All 16 are polymorphic, with four to 13 alleles across 15–19 members of a single half‐sib family. Heterozygosity ranged from 0.067 to 1. One locus departs significantly from Hardy–Weinberg equilibrium in our test family. The test population shows significant heterozygote deficiency at this and two other loci. Thirteen loci exhibit significant linkage disequilibrium. These loci will be utilized in paternity analyses of geographically diverse half‐sib families.     

PERMANENT GENETIC RESOURCES: A set of 12 microsatellite loci for genetic studies of Leishmania braziliensis

Twelve microsatellite loci of Leishmania braziliensis were examined, nine of which were developed in this work. Fifty‐six Leishmania braziliensis were genotyped with these microsatellite loci. The 12 loci studied were polymorphic with the number of alleles ranging from five to 19, with a mean of 9.7 ± 4.1 and the observed heterozygosity averaging 0.425 ± 0.202. The important heterozygote deficits we observed (F_IS = 0.41, P value = 0.004) appear incompatible with the heterozygote excess expected in clonal diploids. This last result could revive the clonality/sexuality debate regarding Leishmania. This work validates the potential use of these microsatellites for population genetics analysis.     

Characterization of chloroplast microsatellite loci from whole chloroplast genome of Camellia taliensis and their utilization for evaluating genetic diversity of Camellia reticulata (Theaceae)

This study characterized chloroplast microsatellite markers for Camellia reticulata, a famous ornamental and edible economic tree species only distributed in Southwestern China. Thirty-two chloroplast microsatellite markers were originally annotated in the whole chloroplast genome of Camellia taliensis, ten polymorphic microsatellite markers were tested in 96 individuals from four natural populations of C. reticulata. Alleles numbered from two to four, and average value of Shannon's Information index, Nei's gene diversity, total genetic diversity, genetic diversity within populations, gene differentiation coefficient and gene flow index were 0.408, 0.225, 0.217, 0.102, 0.530 and 0.443, respectively. Our results showed high genetic differentiation and limited gene flow among the studied populations, which may be explained by recent fragmentation of the remnant populations due to human destruction and disturbance of natural habitats of the species. The identified cpSSR markers will be useful for the future studies on population genetics, conservation biology and phylogeography of C. reticulata.     

Ten microsatellite loci from Zamia integrifolia (Zamiaceae)

Ten microsatellite loci isolated from Zamia integrifolia are described. All 10 are polymorphic, with three to 10 alleles across 36 members of a single population from South Florida. Heterozygosities ranged from 0.139 to 0.889. Two loci depart significantly from Hardy–Weinberg equilibrium, and exhibit heterozygote deficiency. One locus pair exhibits significant linkage disequilibrium. The primers have also successfully amplified loci from Zamia portoricensis and Zamia ambliphyllidia. These loci will be utilized for population studies in the Caribbean Zamia pumila complex.     

Isolation and characterization of microsatellite loci from Weigela coraeensis (Caprifoliaceae)

Weigela coraeensis var. coraeensis is a deciduous shrub species distributed in Japan on the mainland, Honshu, whereas its variety W. coraeensis var. fragrans is endemic to the Izu Islands located south of Honshu. We isolated eight polymorphic microsatellite loci from the species and characterized these loci for 20 individuals from a population in Honshu. The number of alleles per locus ranged from 7 to 15 and the observed and expected heterozygosities ranged from 0.60 to 0.90 and from 0.65 to 0.90, respectively. These eight polymorphic microsatellites will be useful for examining intraspecific genetic differentiation in W. coraeensis.     

Isolation and characterization of microsatellite loci in Geum urbanum (Rosaceae) and their transferability within the genus Geum

Thirteen novel polymorphic microsatellite loci are presented for Geum urbanum (Rosaceae). The microsatellites will be useful tools to analyse the influence of landscape structure and land‐use intensity in agricultural landscapes on genetic diversity within and among populations of Geum urbanum. Transferability was tested in 19 other Geum species and two Waldsteinia species. In most species polymerase chain reaction (PCR) products of the expected range were obtained, therefore the markers reported here appear to be applicable across the whole genus.     

Isolation and characterization of 11 microsatellite loci from Carex macrocephala (Cyperaceae)

Carex macrocephala (Cyperaceae) is a species of great conservation concern along the northwest coast of North America. Using a biotinylated-streptavidin bead protocol, we successfully isolated and characterized 11 microsatellite loci from a C. macrocephala genomic library. Although these loci are polymorphic, the scored populations exhibit a significant deficiency in heterozygosity. Carex macrocephala is a self-pollinating rhizomatously spreading sedge, consequently this may contribute to the observed patterns.     

Isolation and characterization of 10 microsatellite loci from Iris hexagona (Iridaceae)

Ten microsatellite loci isolated from Iris hexagona are described. All these loci are polymorphic, with three to 13 alleles across 24 individuals from a single natural population. Heterozygosity ranged from 0.125 to 0.870. Three loci depart significantly from Hardy–Weinberg equilibrium in our test population. The test population shows significant heterozygote deficiency in these and two other loci. Three loci exhibit significant linkage disequilibrium. These loci will be utilized to investigate patterns of genetic variation in the species throughout the Florida peninsula.     

Isolation and characterization of eight microsatellite loci from Phaedranassa tunguraguae (Amaryllidaceae)

Phaedranassa tunguraguae is an endangered species endemic to Ecuador. Eight highly polymorphic microsatellite loci were isolated from an enriched genomic library for this species. Levels of polymorphism were evaluated using a total of 31 individuals from a single natural population. An average of 14.1 alleles per locus was detected, and observed heterozygosity ranged from 0.387 to 0.903. All but one locus depart significantly from Hardy–Weinberg equilibrium. These loci are the first microsatellite primers isolated for Amaryllidaceae and will be utilized to investigate patterns of genetic variation of P. tunguraguae, which will contribute data relevant to the conservation of the species.     

New microsatellite loci for the European bushcricket,Ephippiger ephippiger (Orthoptera: Tettigoniidae)

Ephippiger ephippiger is a model organism for studies of sexual selection and phylogeography but little is known about fine‐scale population structure. Available microsatellite loci have null allele problems so we used an enrichment technique to isolate 21 new microsatellite loci for E. ephippiger. We present primer pairs for 10 polymorphic loci (3–11 alleles per locus). Observed heterozygosities at polymorphic loci ranged from 0.118 to 0.787, but several were significantly lower than expected.     

Isolation and characterization of variable microsatellite loci in Lilium philadelphicum (Liliaceae)

Here we describe the characterization of six polymorphic microsatellite loci for Lilium philadelphicum (Liliaceae). Polymorphism levels ranged from 7 to 30 alleles per locus with a mean number of 15 alleles per locus. Observed heterozygosity (H_O) ranged from 0.17 to 0.82 and did not deviate from Hardy–Weinberg expectations in the three western Montana populations included in the analysis. These loci are proving useful in studying gene flow between populations of this species distributed across its range in North America.     

Identification of microsatellite loci in Collinsia verna (Veronicaceae)

We developed eight polymorphic microsatellite loci for Collinsia verna (Veronicaceae). In a sample of 18–35 individuals from a single population, we found two to 15 alleles per locus (mean 8.3). We also tested these loci for cross‐amplification in all 22 species in the tribe Collinseae. Overall, more than half the species in the tribe amplified one microsatellite while three species most closely related to C. verna (Collinsia violacea, Collinsia parviflora and Collinsia grandiflora) amplified multiple microsatellite loci. These microsatellite loci will be used in future studies of mating system in this tribe and other quantitative genetic and population genetic studies.     

Characterization of microsatellite loci for a barrenwort species (Epimedium diphyllum,Berberidaceae)

Microsatellites were identified and characterized from Epimedium diphyllum, a species of barrenworts, both attractive garden plants and valuable medicinal plants. Some Japanese species of Epimedium are threatened with extinction, and are listed in the Red Data Book of plants in Japan. Natural hybrid zones also have been reported among some taxa of Japanese Epimedium. We developed eight polymorphic microsatellite primers for population genetic analyses of E. diphyllum. The numbers of alleles per locus ranged from 10 to 20, with observed levels of heterozygosity between 0.85 and 1.00. These primer sets yielded amplification in the other three Japanese Epimedium. These markers will be valuable for conservation genetics, evolutionary biology, pharmacognostic study, and horticultural study of Epimedium.     

Isolation and characterization of microsatellite loci from the coppertail skink (Ctenotus taeniolatus)

We report on the isolation and characterization of eight microsatellite markers for the coppertail skink (Ctenotus taeniolatus). From a sample of 27 individuals, the number of alleles per locus ranged from seven to 13 and observed and expected heterozygosities ranged from 0.714 to 0.818 and from 0.738 to 0.899, respectively. These loci will be used to assess anthropogenic disturbance on coppertail skink populations. These are the first microsatellites reported for the genus Ctenotus, despite being the most speciose genus of lizards in Australia.     

Isolation and characterization of microsatellite loci in Pitcairnia albiflos (Bromeliaceae), an endemic bromeliad from the Atlantic Rainforest, and cross-amplification in other species

Eight microsatellite markers were isolated from Pitcairnia albiflos, an endangered endemic bromeliad species restricted to 'inselberg' rock outcrops in the state of Rio de Janeiro, Brazil. The number of alleles observed for each locus ranged from two to 12. Average observed and expected heterozygosities were 0.408 and 0.663, respectively. The cross-amplification test in 16 taxa suggests that the markers will be useful in numerous related bromeliad species. The loci will be used to study genetic structure and reproductive biology in fragmented inselberg populations and the origin and maintenance of barriers to gene flow between sympatric Pitcairnia species.