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1.
The marine clam Lutraria rhynchaena is gaining popularity as an aquaculture species in Asia. Lutraria populations are present in the wild throughout Vietnam and several stocks have been established and translocated for breeding and aquaculture grow-out purposes. In this study, we demonstrate the feasibility of utilising Illumina next-generation sequencing technology to streamline the identification and genotyping of microsatellite loci from this clam species. Based on an initial partial genome scan, 48 microsatellite markers with similar melting temperatures were identified and characterised. The 12 most suitable polymorphic loci were then genotyped using 51 individuals from a population in Quang Ninh Province, North Vietnam. Genetic variation was low (mean number of alleles per locus = 2.6; mean expected heterozygosity = 0.41). Two loci showed significant deviation from Hardy–Weinberg equilibrium (HWE) and the presence of null alleles, but there was no evidence of linkage disequilibrium among loci. Three additional populations were screened (n = 7–36) to test the geographic utility of the 12 loci, which revealed 100 % successful genotyping in two populations from central Vietnam (Nha Trang). However, a second population from north Vietnam (Co To) could not be successfully genotyped and morphological evidence and mitochondrial variation suggests that this population represents a cryptic species of Lutraria. Comparisons of the Qang Ninh and Nha Trang populations, excluding the 2 loci out of HWE, revealed statistically significant allelic variation at 4 loci. We reported the first microsatellite loci set for the marine clam Lutraria rhynchaena and demonstrated its potential in differentiating clam populations. Additionally, a cryptic species population of Lutraria rhynchaena was identified during initial loci development, underscoring the overlooked diversity of marine clam species in Vietnam and the need to genetically characterise population representatives prior to microsatellite development. The rapid identification and validation of microsatellite loci using next-generation sequencing technology warrant its integration into future microsatellite loci development for key aquaculture species in Vietnam and more generally, aquaculture countries in the South East Asia region.  相似文献   

2.
The stock characterization of wild populations of Silonia silondia is important for its scientific management. At present, the information on genetic parameters of S. silondia is very limited. The species-specific microsatellite markers were developed in current study. The validated markers were used to genotype individuals from four distant rivers. To develop de novo microsatellite loci, an enriched genomic library was constructed for S. silondia using affinity–capture approach. The markers were validated for utility in population genetics. A total number of 76 individuals from four natural riverine populations were used to generate data for population analysis. The screening of isolated repeat sequences yielded eleven novel polymorphic microsatellite loci. The microsatellite loci exhibited high level of polymorphism, with 6–24 alleles per locus and the PIC value ranged from 0.604 to 0.927. The observed (Ho) and expected (He) heterozygosities ranged from 0.081 to 0.84 and 0.66 to 0.938, respectively. The AMOVA analysis indicated significant genetic differentiation among riverine populations (overall FST = 0.075; P < 0.0001) with maximum variation (92.5 %) within populations. Cross-priming assessment revealed successful amplification (35–38 %) of heterologous loci in four related species viz. Clupisoma garua, C. taakree, Ailia coila and Eutropiichthys vacha. The results demonstrated that these de novo polymorphic microsatellite loci are promising for population genetic variation and diversity studies in S. silondia. Cross-priming results indicated that these primers can help to get polymorphic microsatellite loci in the related catfish species of family Schilbidae.  相似文献   

3.
We investigated genetic variation of 273 individuals from 25 populations of the monotypic species Hagenia abyssinica (Rosaceae) from the highlands of Ethiopia at three chloroplast microsatellite loci. The objectives were to infer the factors that shaped the genetic structure and to reconstruct the recolonization history of the species. Six haplotypes that were phylogenetically grouped into two lineages were identified. Homology of the three loci to the respective regions of the chloroplast genome was confirmed by sequencing. The chloroplast haplotypes found in Hagenia showed a clear pattern of congruence between their geographical distribution and genealogical relationships. A very low haplotype diversity within populations (h S = 0.079, v S = 0.058) and a very high population differentiation (G ST = 0.899, N ST = 0.926) was observed, reflecting very low mixing between recolonizing lineages. Restricted gene flow through seeds, rare long-distance dispersal, contiguous range expansion and mutation shaped the genetic structure of Hagenia. Fossil pollen records suggested that the trend of postglacial recolonization of Hagenia was first in the south and latter went to the north in Ethiopia.  相似文献   

4.
Tricyrtis ishiiana is a relic endemic plant taxon of the Convallariaceae that inhabits two nearby gorges in Kanagawa Prefecture, Japan. The distribution range and number of populations are thought to have been reduced to the present refugial populations during the Quaternary climatic oscillations. Because of its showy flowers, this plant has faced illegal removal from its natural habitats for horticultural use and has been designated a critically endangered species (class IA). In this study, we analyzed the genetic structure of the relict populations of T. ishiiana in order to contribute to the conservation strategies of the prefectural government. Our analyses of nine nuclear microsatellite loci detected high genetic diversity (H E = 0.704 and H O = 0.541) for the two populations. The two populations were slightly differentiated (R ST = 0.032), accompanied by faint substructure across the populations (K = 3). In addition, each population exhibited spatial genetic structuring. The relatively low inbreeding coefficient for both populations together (F IS = 0.233) and each population separately (F IS = 0.217?C0.246) may be attributable to crossing among descendants within a population along with occasional gene flow between the populations. These results suggested that the extant populations have not experienced a severe bottleneck. The two extant populations were genetically differentiated at a very low level, accompanied by occasional pollen flow via pollinators and/or seed dispersal by gravity in the mountainous environment. Occasional gene exchange between the populations has allowed T. ishiiana to harbor high genetic diversity despite being a relic plant confined to two small refugial populations.  相似文献   

5.
Ribes echinellum (Coville) Rehder (Miccosukee gooseberry; Grossulariaceae) is a Federally Threatened species known from only two localities: Jefferson County (Florida, FL) and McCormick County (South Carolina, SC). This perennial shrub, ca. 1 m tall, is deciduous, and reproduces both vegetatively (clonal growth) and sexually (seed production). Recent surveys of the FL population revealed a dramatic decline in plant numbers. To assist in conservation and management of this species in FL and SC populations, microsatellite genetic markers were used to identify genotypes and assess the genetic structure of R. echinellum. We genotyped seven microsatellite loci in 102 individuals: 74 collected in FL and 28 in SC. Unbiased heterozygosity was between 0.28 and 0.53. All seven loci were polymorphic, showing a range of 1.52–2.13 effective number of alleles per locus (mean = 1.75). The two populations of R. echinellum show low genetic diversity, especially in SC. Clonality was not widespread, but was higher in the SC population. Both populations show signatures of bottlenecks but isolation by distance was not evident. We found significant deviation from HW equilibrium, with higher number of heterozygotes than expected. However when HW test was done for the combined populations as two separate groups, only FL showed a significant HW test and for SC the test was non-significant. Bayesian analysis and FST values suggest high genetic divergence between the populations. These results are important for developing a recovery plan and an ex situ and reintroduction conservation programs.  相似文献   

6.
Xu Q  Liu R 《Biochemical genetics》2011,49(3-4):202-212
This study isolated and characterized 11 novel microsatellite markers for the commercially important swimming crab species, Portunus trituberculatus. Genetic diversity and population structure of two populations of P. trituberculatus in the East China Sea were assessed using these loci. The microsatellite markers produced 242 alleles, varying from 17 to 26 alleles per locus. In all the samples, the range of heterozygosity was 0.6324–0.9403 (observed) and 0.8998–0.9547 (expected). An F-statistic analysis revealed low genetic differentiation between the populations (mean F ST = 0.0197), with 98% of the variation resulting from the within-population component. In addition, cross-amplification was tested in two other portunid species, and we found that many loci yielded useful information. The high degree of polymorphism exhibited by the 11 microsatellites suggests that these markers will be useful for both aquaculture and studies of natural populations of the genus.  相似文献   

7.
Translocation is a strategy commonly used to maximize the persistence of threatened species, but it may sometimes lead to undesirable genetic consequences. The northern quoll (Dasyurus hallucatus) is a carnivorous marsupial that is critically endangered in Australia’s Northern Territory due to rapid population declines in areas recently colonized by the exotic cane toad Chaunus [Bufo] marinus. In 2003, 64 quolls were translocated to two offshore islands to establish insurance populations and reduce the species’ risk of extinction. In this study, we assessed genetic diversity at five microsatellite loci in the translocated populations, two endemic islands and three mainland populations. In the short-term (three generations), the translocated populations showed a slight but non-significant reduction in genetic diversity (A = 4.1–4.2; H e = 0.56–0.59) compared to the mainland source populations (A = 5.0–8.4; H e = 0.56–0.71). In comparison, high genetic erosion was observed in the endemic island populations (A = 1.5–2.9; H e = 0.11–0.34). Genetic bottlenecks were detected on both endemic islands and in one mainland population, indicating recent reductions in population size. Our results are consistent with previous studies describing greater losses of genetic diversity on islands compared to mainland populations. Divergence from ancestral allele frequencies in the translocated populations also suggests effects due to founder events. This study, although short-term, highlights the importance of continued monitoring for detecting changes in genetic diversity over time and makes a significant contribution to our understanding of the effects of founder events on island populations.  相似文献   

8.
This study assessed the usefulness of geographic and pairwise genetic distances in the characterization of five sheep populations using 15 microsatellite markers. The average F statistics across loci were F IT = 0.523 ± 0.140, F ST = 0.363 ± 0.131, and F IS = 0.263 ± 0.092. The average heterozygosity was 0.716 ± 0.069, polymorphism information content was 0.691 ± 0.070, and effective number of alleles was 3.736 ± 0.998. Sheep populations clustered into group 1 (Hu and Tong breeds) and group 2 (small-tailed Han, Wadi, and Tan breeds). Reynolds’ distance varied from 0.0062 to 0.0499, and the range of gene flow (N m) was 4.8834–40.0726 among the sheep populations. The results showed that the genetic structure of the five populations was not consistent with their genetic distances, and the population genetic divergence was not linearly related to geographic distance as indicated by a Mantel test (P = 0.7936).  相似文献   

9.
This study presents a comprehensive genetic analysis of stock structure for leatherback turtles (Dermochelys coriacea), combining 17 microsatellite loci and 763 bp of the mtDNA control region. Recently discovered eastern Atlantic nesting populations of this critically endangered species were absent in a previous survey that found little ocean-wide mtDNA variation. We added rookeries in West Africa and Brazil and generated longer sequences for previously analyzed samples. A total of 1,417 individuals were sampled from nine nesting sites in the Atlantic and SW Indian Ocean. We detected additional mtDNA variation with the longer sequences, identifying ten polymorphic sites that resolved a total of ten haplotypes, including three new variants of haplotypes previously described by shorter sequences. Population differentiation was substantial between all but two adjacent rookery pairs, and F ST values ranged from 0.034 to 0.676 and 0.004 to 0.205 for mtDNA and microsatellite data respectively, suggesting that male-mediated gene flow is not as widespread as previously assumed. We detected weak (F ST = 0.008 and 0.006) but significant differentiation with microsatellites between the two population pairs that were indistinguishable with mtDNA data. POWSIM analysis showed that our mtDNA marker had very low statistical power to detect weak structure (F ST < 0.005), while our microsatellite marker array had high power. We conclude that the weak differentiation detected with microsatellites reflects a fine scale level of demographic independence that warrants recognition, and that all nine of the nesting colonies should be considered as demographically independent populations for conservation. Our findings illustrate the importance of evaluating the power of specific genetic markers to detect structure in order to correctly identify the appropriate population units to conserve.  相似文献   

10.
Gene flow between populations in different environmental conditions can be limited due to divergent natural selection, thus promoting genetic differentiation. Elaeocarpus photiniifolia, an endemic tree species in the Bonin Islands, is distributed in two types of habitats, dry scrubs and mesic forests. We aim to elucidate the genetic differentiation in E. photiniifolia within and between islands and between the habitat types. We investigated genotypes of 639 individuals from 19 populations of E. photiniifolia and its closely-related E. sylvestris at 24 microsatellite loci derived from expressed sequence tags. The data revealed genetic differentiation (1) between E. photiniifolia and E. sylvestris (0.307 ≤ F ST ≤ 0.470), (2) between the E. photiniifolia populations of the Chichijima and Hahajima Island Groups in the Bonin Islands (0.033 ≤ F ST ≤ 0.121) and (3) between E. photiniifolia populations associated with dry scrubs and mesic forests in the Chichijima Island Group (0.005 ≤ F ST ≤ 0.071). Principal coordinate analysis and Bayesian clustering analysis also showed that genetically distinct groups were associated with the habitat types, and isolation by distance was not responsible for the genetic differentiation. These findings suggest that E. photiniifolia is divided into genetically differentiated groups associated with different environmental conditions in the Bonin Islands.  相似文献   

11.
The Korean black scraper, Thamnaconus modestus, is one of the most economically important maricultural fish species in Korea. However, the annual catch of this fish has been continuously declining over the past several decades. In this study, the genetic diversity and relationships among four wild populations and two hatchery stocks of Korean black scraper were assessed based on 16 microsatellite (MS) markers. A total of 319 different alleles were detected over all loci with an average of 19.94 alleles per locus. The hatchery stocks [mean number of alleles (N A) = 12, allelic richness (A R) = 12, expected heterozygosity (He) = 0.834] showed a slight reduction (P > 0.05) in genetic variability in comparison with wild populations (mean N A = 13.86, A R = 12.35, He = 0.844), suggesting a sufficient level of genetic variation in the hatchery populations. Similarly low levels of inbreeding and significant Hardy–Weinberg equilibrium deviations were detected in both wild and hatchery populations. The genetic subdivision among all six populations was low but significant (overall F ST = 0.008, P < 0.01). Pairwise F ST, a phylogenetic tree, and multidimensional scaling analysis suggested the existence of three geographically structured populations based on different sea basin origins, although the isolation-by-distance model was rejected. This result was corroborated by an analysis of molecular variance. This genetic differentiation may result from the co-effects of various factors, such as historical dispersal, local environment and ocean currents. These three geographical groups can be considered as independent management units. Our results show that MS markers may be suitable not only for the genetic monitoring of hatchery stocks but also for revealing the population structure of Korean black scraper populations. These results will provide critical information for breeding programs, the management of cultured stocks and the conservation of this species.  相似文献   

12.
The tongue sole, Cynoglossus semilaevis, is an important fishery resource in Korea. About 100 tongue sole sampled from three major habitats along the western coast of Korea were assessed using multiplex assays with 12 highly polymorphic microsatellite loci to explore the population genetic structure of the species; 151 alleles and similar high levels of gene diversity (mean number of alleles (NA) = 10.42, mean expected heterozygosity (He) = 0.78) were detected. Three populations showed significant Hardy–Weinberg equilibrium deviations at four loci. Although a significant difference in the number of unique alleles was observed among populations, genetic population subdivision was low by F-statistics (overall F ST = 0.007, p < 0.05). However, this substructure was not supported by analysis of molecular variance or analyses of isolation by distance. The results suggest a lack of genetic structure among the tongue sole populations in Korean waters and that the populations should be managed as a single unit. The lack of genetic differentiation among samples may be due to high levels of larval dispersal in ocean currents. Alternatively, the populations may have diverged too recently for significant genetic differentiation to have become evident. Given the intensity of tongue sole aquaculture activity in China, which adjoins the western coast of Korea, the possibility that aquaculture may have partially contributed to the population genetic characteristics detected cannot be excluded. This study provides the basic information on nature population structure of C. semilaevis that may help to preserve and manage tongue soles in Korea.  相似文献   

13.
Genetic variation within and among six populations of Juniperus excelsa M. Bieb., in a common garden in Lakes District of Turkey, was analyzed using four nuclear microsatellite primer pairs originally developed for J. communis. A total of five loci were observed as Jc037 amplified two distinct size ranges. The number of alleles observed for the species varied from 2 to 13, with an average of 4.5 alleles per locus. The mean expected heterozygosity (H e) of populations was 0.584, after correction for null alleles. The mean F IS value (?0.014) was close to zero showing no significant deviation from Hardy–Weinberg equilibrium. A low level of genetic differentiation was observed among populations (F ST = 0.028; p < 0.001) and Nei’s genetic distance ranged from 0.014 to 0.120 between population pairs. Furthermore, there was no significant correlation between genetic distances on the one hand and geographic distances and trait differentiation on the other hand. However, the eastern populations Bey?ehir and Sorgun showed very similar genotypic structures and were differentiated from all other populations. A continuous monitoring of phenotypic traits and the association between nucleotide variation in functional genes and adaptive traits such as drought and frost tolerance of J. excelsa populations in common gardens will be useful to design effective conservation strategies in the future.  相似文献   

14.
Population genetics has been recognized as a key component of policy development for fisheries and conservation management. In this study, natural sea bass (Lateolabrax japonicus) populations in three ocean basins in Korea were assessed using multiplex assays with 12 highly polymorphic microsatellite loci; 203 alleles and similarly high levels of genetic diversity [mean number of alleles (NA) = 14.43, mean expected heterozygosity (He) = 0.84] were detected. All populations showed significant heterozygote deficiency at four loci, which could be explained by the presence of null alleles. The genetic population subdivision was low and was significantly different according to F-statistics (overall F ST = 0.003, R ST = 0.005). However, this substructure was not supported by an analysis of molecular variance test, analyses of isolation by distance or Bayesian analysis. The passive dispersal of eggs/larvae via the main currents appears to facilitate gene flow. The possibility of a recent genetic bottleneck was observed in all three populations of L. japonicus, indicating that overfishing and degradation of the environment in recent years has led to a decline in the sea bass populations in Korea. Our study demonstrates that sea bass in Korea do not appear to be genetically partitioned and should be managed as a single unit; however, the potential for a rapid loss of genetic diversity remains. Information regarding the genetic characteristics of Korean sea bass populations has important implications for fishery management and conservation efforts and will aid in the sustainable exploitation of fishing resources and the preservation of biodiversity.  相似文献   

15.
In continuous populations, fine-scale genetic structure tends to be stronger in species with restricted pollen and seed dispersal. However, habitat fragmentation and disturbances can affect genetic diversity and spatial genetic structure due to disruption in ecological processes, such as plant reproduction and seed dispersal. In this study, we compared the genetic diversity and fine-scale spatial genetic structure (SGS) in two populations of Annona crassiflora (Annonaceae) in a pristine savanna Reserve (ESECAE) and in a fragmented disturbed savanna area (PABE), both in Cerrado biome in Central Brazil. The analyses were based on the polymorphism at 10 microsatellite loci. Our working hypothesis was that SGS is stronger and genetic diversity is lower in population at fragmented area (PABE) than at pristine area (ESECAE). Both populations presented high levels of polymorphism and genetic diversity and showed no sign of bottleneck for both Wilcoxon sign-rank test for heterozygosity excess (p > 0.05) and coalescent analyses (growth parameter g not different from zero), but population at fragmented area showed higher fixation index and stronger SGS. Besides, populations are significantly differentiated (F ST = 0.239, R ST = 0.483, p < 0.001 for both). Coalescent analyses showed high historical effective population sizes for both populations, high gene flow between ESECAE and PABE and recent time to most recent common ancestor (~37 k year BP). Our results suggest that despite the high genetic diversity, fragmentation and disturbance may have been affecting populations of this species increasing mating between closely related individuals leading to high fixation index and strong SGS.  相似文献   

16.
The bull shark (Carcharhinus leucas) is a widely distributed, large coastal shark species known to travel long distances. These characteristics, coupled with the species?? long life span and late age of maturity, would lead one to predict significant global genetic exchange among bull shark populations. By contrast, data show localized depletion in some areas of large coastal shark fisheries, indicating some geographic isolation may exist. We examined genetic variation in the control region of mitochondrial DNA and at five nuclear microsatellite loci in bull sharks sampled from the western Atlantic to investigate the degree of population subdivision. The average per sample haplotype and nucleotide diversity in the mtDNA (0.51 ± 0.26 and 0.12% ± 0.12, respectively) and expected heterozygosity (0.84) in the microsatellite loci contrast sharply in having lower and higher values (respectively) relative to many other shark species. Significant structure exists between the Brazilian and all northern populations at the mtDNA control region (pairwise ??ST > 0.8, P < 0.001), but not at the nuclear microsatellite loci. Adjacent northern populations show weak to no genetic differentiation for both markers. These results are congruent with restricted maternal gene flow between populations caused by female site fidelity to nursery areas. We estimate the current effective population size to be around 160,000 and 221,000 individuals for the southern and northern Atlantic populations, respectively. The philopatric habits and the relatively low levels of mtDNA genetic diversity observed in bull sharks must be considered in the conservation of this species. Our results indicate that effective bull shark management strategies will require local, regional, and international attention and cooperation.  相似文献   

17.
The spotted sea bass, Lateolabrax maculatus, is popular in recreational fishing and aquaculture in Korea. Its natural population has declined during the past two decades; thus, beginning in the early 2000s stock-enhancement programs were introduced throughout western and southern coastal areas. In this study, genetic similarities and differences between wild and hatchery populations were assessed using multiplex assays with 12 highly polymorphic microsatellite loci; 96 alleles were identified. Although many unique alleles were lost in the hatchery samples, no significant reductions were found in heterozygosity or allelic diversity in the hatchery compared to the wild population. High genetic diversity (He = 0.724–0.761 and Ho = 0.723–0.743), low inbreeding coefficient (F IS = 0.003–0.024) and Hardy–Weinberg equilibrium were observed in both wild and hatchery populations. However, the genetic heterogeneity between the populations was significant. Therefore, genetic drift likely promoted inter-population differentiation, and rapid loss of genetic diversity remains possible. Regarding conservation, genetic variation should be monitored and inbreeding controlled in a commercial breeding program.  相似文献   

18.
The seven-band grouper (Epinephelus septemfasciatus) is an important fishery resource of a target for prospective aquaculture diversification and maintenance of stock quality is thus important. To explore the sustainability of fry production, genetic variations in 83 seven-band groupers from two broodstock and offspring populations of a hatchery strain were analyzed using 13 polymorphic nuclear microsatellite DNA loci; 133 alleles were identified. Allelic variability ranged from 4 to 18 in the broodstock and from 3 to 11 in the offspring. The average observed and expected heterozygosities were 0.669 and 0.734 in broodstock and 0.674 and 0.649 in offspring, respectively. Although no statistically significant reductions in heterozygosity or allelic diversity were evident in offspring, considerable loss of rare alleles was apparent. The broodstock and offspring populations exhibited significant genetic differences (F ST = 0.033, P < 0.001) indicating that genetic drift has likely promoted differentiation between the two populations, which may have negative effects on sustainable fry production. Therefore, genetic variations between broodstock and offspring should be monitored, and inbreeding should be controlled, to ensure the success of commercial breeding programs. Our data provide a useful genetic basis for future planning of sustainable culture and management of E. septemfasciatus in fisheries.  相似文献   

19.
Understanding the impacts of forest management practices on genetic diversity is essential for effective animal management and conservation. We characterized novel microsatellite loci in the Ussuri white-toothed shrew (Crocidura lasiura Dobson, 1890) to test the impacts of anthropogenic thinning of forest trees on the shrew populations and their genetic diversity. Using Ion Torrent sequencing technology, we characterized 611 potential microsatellite markers with complete di- to tetra-nucleotide motifs, identifying nine polymorphic loci. The observed and expected heterozygosities across the nine loci were 0.526 and 0.527, respectively. Mean allelic diversity was 5.2 alleles per locus, with the mean polymorphism information content at 0.498. In comparison among shrew populations, which inhabited in the forests thinned in 2004 (CLA; n = 10), 2008 (CLB; n = 9) and 2014 (CLC; n = 3), the observed heterozygosities are similar among the three populations (0.525 at CLA, 0.532 at CLB and 0.519 at CLC), whereas the expected heterozygosities were much lower in population of CLC (0.377) than that of CLA (0.509) and CLB (0.533). The small sample size at CLC limited effective comparison and evaluation of the impact of forest thinning on genetic diversity in this shrew population. Future application of the species-specific microsatellite markers described here to a larger sample size would be valuable in estimating the ecological parameters of shrew populations associated with existing forest management practices.  相似文献   

20.
Genetic analysis of 90 mango genotypes including juicy, table, dual and pickle types from different parts of Andhra Pradesh of India was carried out employing 143 mango-specific microsatellite markers. Of the 143, 34 were new mango-specific microsatellite loci isolated in the course of the present investigation by constructing an (CA) n and (TG) n -enriched genomic library. Characterization of the 90 genotypes resulted in the detection of 301 alleles from 106 polymorphic loci with an average of 2.87 alleles per locus and polymorphism information content of 0.67. UPGMA cluster analysis grouped all the genotypes into two major groups with a genetic similarity range of 47–88 %. Grouping of the genotypes based on the utility type was observed only at sub-cluster level. Study of population structure by a model-based STRUCTURE analysis revealed the germplasm to exist in four gene pools. Overall F st of 0.11 indicated genetic differentiation between the populations to be low. Analysis of molecular variance revealed that major proportion of the variation was within the individuals (62.25 %). The molecular marker-based study of genetic diversity suggests that the germplasm studied representing the kind of variability would be a valuable genetic resource for future breeding and association mapping in search for new and novel alleles.  相似文献   

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