Restriction fragment variation in the nuclear and chloroplast genomes of cultivated and wild Sorghum bicolor

Summary Fifty-six accessions of cultivated and wild sorghum were surveyed for genetic diversity using 50 low-copy-number nuclear DNA sequence probes to detect restriction fragment length polymorphisms (RFLPs). These probes revealed greater genetic diversity in wild sorghum than in cultivated sorghum, including a larger number of alleles per locus and a greater portion of polymorphic loci in wild sorghum. In comparison to previously published isozyme analyses of the same accessions, RFLP analysis reveals a greater number of alleles per locus. Furthermore, many RFLP alleles have frequencies between 0.25–0.75, while the vast majority of isozyme alleles are either rare (< 0.25) or near fixation (> 0.75). Correlations between genetic and geographic distances among the accessions were stronger when calculated with RFLP than with isozyme data. Systematic relationships revealed by nuclear and chloroplast restriction site analysis indicate that cultivated sorghum is derived from the wild ssp. arundinaceum. The portion of the wild gene pool most genetically similar to the cultivars is from central-northeastern Africa. Previous published data also suggested that this is most likely the principal area of domestication of sorghum. Introgression between wild and cultivated sorghum was inferred from disconcordant relationships shown by nuclear and chloroplast DNA markers. Introgression apparently occurs infrequently enough that the crop and its wild relatives maintain distinct genetic constitutions.     

Molecular and Cytogenetic Characterization of Wild Musa Species

The production of bananas is threatened by rapid spreading of various diseases and adverse environmental conditions. The preservation and characterization of banana diversity is essential for the purposes of crop improvement. The world''s largest banana germplasm collection maintained at the Bioversity International Transit Centre (ITC) in Belgium is continuously expanded by new accessions of edible cultivars and wild species. Detailed morphological and molecular characterization of the accessions is necessary for efficient management of the collection and utilization of banana diversity. In this work, nuclear DNA content and genomic distribution of 45S and 5S rDNA were examined in 21 diploid accessions recently added to ITC collection, representing both sections of the genus Musa. 2C DNA content in the section Musa ranged from 1.217 to 1.315 pg. Species belonging to section Callimusa had 2C DNA contents ranging from 1.390 to 1.772 pg. While the number of 45S rDNA loci was conserved in the section Musa, it was highly variable in Callimusa species. 5S rRNA gene clusters were found on two to eight chromosomes per diploid cell. The accessions were genotyped using a set of 19 microsatellite markers to establish their relationships with the remaining accessions held at ITC. Genetic diversity done by SSR genotyping platform was extended by phylogenetic analysis of ITS region. ITS sequence data supported the clustering obtained by SSR analysis for most of the accessions. High level of nucleotide diversity and presence of more than two types of ITS sequences in eight wild diploids pointed to their origin by hybridization of different genotypes. This study significantly expands the number of wild Musa species where nuclear genome size and genomic distribution of rDNA loci is known. SSR genotyping identified Musa species that are closely related to the previously characterized accessions and provided data to aid in their classification. Sequence analysis of ITS region provided further information about evolutionary relationships between individual accessions and suggested that some of analyzed accessions were interspecific hybrids and/or backcross progeny.     

A cultivated poppy (Papaver sp.) invades wild habitats of Papaver fauriei in the mountain area of Rishiri Island, Japan

Many tiny yellow poppies are grown in the town area of Rishiri Island, Japan. Because the phenotype of this cultivated poppy is similar to that of Papaver fauriei, which is endemic to Mt. Rishiri, Rishiri Island, residents on the island call the cultivated poppy “P. fauriei” although the origin of the cultivated poppy is uncertain. To estimate the origin of the cultivated poppy, its internal transcribed spacer (ITS) sequence was compared with those found in the Far East wild poppies P. fauriei, P. alboroseum, P. miyabeanum and P. nudicaule. Although the ITS sequence of the cultivated poppy was not identical to those found in the wild species, it was most similar to that of P. miyabeanum, indicating that the cultivated poppy is not P. fauriei. However, cultivated poppy seeds have been sown several times over a period of at least 20 years in wild P. fauriei habitats on Mt. Rishiri in the hope of aiding the recovery of P. fauriei populations in wild habitats. Poppy plants in the wild habitats where such seeds have been sown showed the same ITS sequences as those of the cultivated poppy, indicating that the cultivated poppy is established in these wild habitats. This is a case of a nonindigenous species being introduced to wild habitats through human actions.     

Microsatellite markers help to assess genetic diversity among Opuntia ficus indica cultivated genotypes and their relation with related species

Opuntia spp. belong to the Cactaceae family and are native to Central America. The most economically important species is O. ficus indica, cultivated both for fruits and cladodes. The genus includes other important edible species (from diploid to octoploid) that occur worldwide as either wild or cultivated species in many arid or semiarid areas (e.g., the Mediterranean region). Several accessions are cultivated in different growing regions, but little is known about their ancestries and levels of genetic diversity. The aim of this study was to investigate the level of intraspecific genetic diversity among O. ficus indica cultivated varieties and some related species. Specifically, six highly polymorphic simple sequence repeats (SSR) and two expressed sequence tag (EST)-SSR loci were investigated in 62 wild and cultivated genotypes belonging to 16 Opuntia species. The clusters identified by the distance and model-based analyses clearly separated the wild opuntias from the cultivated ones. However, the O. ficus indica accessions did not cluster separately from other arborescent cactus pear species, such as O. amyclaea, O. megacantha, O. streptacantha, O. fusicaulis, and O. albicarpa, indicating that their current taxonomical classifications do not fit with their genetic variability. In general, the genotypes cultivated in Mexico showed high levels of diversity, whereas most of the spineless accessions collected in other countries had a very narrow genetic base. This study increases our knowledge of the variability among some of the most diffused Opuntia cultivated accessions. This study also points to the inconsistencies of previous taxonomical genotype assignments that were based solely on morphological characteristics.     

Genetic Relationships Among Wild and Cultivated Accessions of Curry Leaf Plant (Murraya koenigii (L.) Spreng.), as Revealed by DNA Fingerprinting Methods

Murraya koenigii (L.) Spreng. (Rutaceae), is an aromatic plant and much valued for its flavor, nutritive and medicinal properties. In this study, three DNA fingerprinting methods viz., random amplification of polymorphic DNA (RAPD), directed amplification of minisatellite DNA (DAMD), and inter-simple sequence repeat (ISSR), were used to unravel the genetic variability and relationships across 92 wild and cultivated M. koenigii accessions. A total of 310, 102, and 184, DNA fragments were amplified using 20 RAPD, 5 DAMD, and 13 ISSR primers, revealing 95.80, 96.07, and 96.73% polymorphism, respectively, across all accessions. The average polymorphic information content value obtained with RAPD, DAMD, and ISSR markers was 0.244, 0.250, and 0.281, respectively. The UPGMA tree, based on Jaccard’s similarity coefficient generated from the cumulative (RAPD, DAMD, and ISSR) band data showed two distinct clusters, clearly separating wild and cultivated accessions in the dendrogram. Percentage polymorphism, gene diversity (H), and Shannon information index (I) estimates were higher in cultivated accessions compared to wild accessions. The overall high level of polymorphism and varied range of genetic distances revealed a wide genetic base in M. koenigii accessions. The study suggests that RAPD, DAMD, and ISSR markers are highly useful to unravel the genetic variability in wild and cultivated accessions of M. koenigii.     

Understanding Genetic Diversity and Population Structure of a Poa pratensis Worldwide Collection through Morphological,Nuclear and Chloroplast Diversity Analysis

Poa pratensis L. is a forage and turf grass species well adapted to a wide range of mesic to moist habitats. Due to its genome complexity little is known regarding evolution, genome composition and intraspecific phylogenetic relationships of this species. In the present study we investigated the morphological and genetic diversity of 33 P. pratensis accessions from 23 different countries using both nuclear and chloroplast molecular markers as well as flow cytometry of somatic tissues. This with the aim of shedding light on the genetic diversity and phylogenetic relationships of the collection that includes both cultivated and wild materials. Morphological characterization showed that the most relevant traits able to distinguish cultivated from wild forms were spring growth habit and leaf colour. The genome size analysis revealed high variability both within and between accessions in both wild and cultivated materials. The sequence analysis of the trnL-F chloroplast region revealed a low polymorphism level that could be the result of the complex mode of reproduction of this species. In addition, a strong reduction of chloroplast SSR variability was detected in cultivated materials, where only two alleles were conserved out of the four present in wild accessions. Contrarily, at nuclear level, high variability exist in the collection where the analysis of 11 SSR loci allowed the detection of a total of 91 different alleles. A Bayesian analysis performed on nuclear SSR data revealed that studied materials belong to two main clusters. While wild materials are equally represented in both clusters, the domesticated forms are mostly belonging to cluster P2 which is characterized by lower genetic diversity compared to the cluster P1. In the Neighbour Joining tree no clear distinction was found between accessions with the exception of those from China and Mongolia that were clearly separated from all the others.     

Morphological and seed protein characterization of the cultivated and the wild taxa of Sesamum L. (Pedaliaceae)

Seed protein analysis and morphological characterization were carried out in one cultivated and one wild species of Sesamum, Sesamum indicum L. and S. occidentale Regel and Heer. Data on 13 quantitative and 33 qualitative characters of the cultivated species and seven accessions of the wild taxa were analyzed. The genetic diversity of the taxa was assessed using UPGMA dendrogram and one-way ANOVA (p?<?0.05). Principal component analysis (PCA) was executed to identify the significant characters to delimit the taxa. Seed protein analysis showed diverse bands, ranging from 16 to 88?kDa. A dendrogram based on UPGMA analysis of seed protein suggested intraspecific relationships of the wild taxa as evidenced from the morphological characterization.     

Diversity of Olea genotypes and the origin of cultivated olives

Tandem repeats belonging to three DNA sequence families (OeTaq80, OeTaq178, and OeGEM86) were isolated from the nuclear DNA of Olea europaea cv. Carolea and dot-hybridized to the genomic DNA of 14 hypothetically different Olea species, 78 olive cultivars, and 14 wild olives. The copy number per unreplicated haploid genome of OeTaq80- and OeTaq178-related sequences was in the 10⁷-10⁶ range and that of OeGEM86-related sequences was in the 10⁵ range in cultivars, wild olives and some Olea species. A large variation in the frequency of repeats belonging to each sequence family was observed within each group of plants. Positive correlations existed in each genome between the frequencies of repeats belonging to each family, and their overall frequency was positively correlated to the genome size. Duncan grouping showed that the frequency variation of tandem repeats within each group of plants was not continuous. Two main groups and several subgroups of genotypes could be separated within both the olive cultivars and the wild olives. Discrete areas in the Mediterranean Basin could be delimited by the geographic distribution of cultivated olives with different genotypes and the wild plants were associated with the cultivars in these areas according to genotypic similarity. The Olea species could be divided into four genotypic groups. Three of these, comprising accessions from Asia and North Africa, showed similarity with the genotypes of cultivars and wild olives. These results suggest a polyphyletic origin of cultivated olives from different wild Olea forms distributed throughout the Mediterranean Basin.     

Confirmation of cultivated Porphyra tenera (Bangiales, Rhodophyta) by polymerase chain reaction restriction fragment length polymorphism analyses of the plastid and nuclear DNA

Polymerase chain reaction restriction fragment length polymorphism (PCR‐RFLP) analysis of the plastid ribulose‐1,5‐bisphosphate carboxylase (RuBisCo) spacer region was developed for a more reliable and rapid species identification of cultivated Porphyra in combination with PCR‐RFLP analysis of the nuclear internal transcribed spacer (ITS) region. From the PCR‐RFLP analyses of the plastid and nuclear DNA, we examined seven strains of conchocelis that were used for cultivation as Porphyra tenera Kjellman but without strict species identification. The PCR‐RFLP analyses suggested that two strains, C‐32 and 90‐02, were cultivated P. tenera and that the other five strains, C‐24, C‐28, C‐29, C‐30 and M‐1, were Porphyra yezoensis f. narawaensis Miura. To identify species more accurately and to reveal additional genetic variation, the two strains C‐32 and 90‐02 were further studied by sequencing their RuBisCo spacer and ITS‐1 regions. Although RuBisCo spacer sequences of the two strains were identical to each other, each of their ITS‐1 sequences showed a single substitution. The sequence data again confirmed that the two strains (C‐32 and 90‐02) were cultivated P. tenera, and suggested that the two strains showed some genetic variation. We concluded that PCR‐RFLP analysis of the plastid and nuclear DNA is a powerful tool for reliable and rapid species identification of many strains of cultivated Porphyra in Japan and for the collection of genetically variable breeding material of Porphyra.     

Genetic diversity of wild grapevine populations in Spain and their genetic relationships with cultivated grapevines

The wild grapevine, Vitis vinifera L. ssp. sylvestris (Gmelin) Hegi, considered as the ancestor of the cultivated grapevine, is native from Eurasia. In Spain, natural populations of V. vinifera ssp. sylvestris can still be found along river banks. In this work, we have performed a wide search of wild grapevine populations in Spain and characterized the amount and distribution of their genetic diversity using 25 nuclear SSR loci. We have also analysed the possible coexistence in the natural habitat of wild grapevines with naturalized grapevine cultivars and rootstocks. In this way, phenotypic and genetic analyses identified 19% of the collected samples as derived from cultivated genotypes, being either naturalized cultivars or hybrid genotypes derived from spontaneous crosses between wild and cultivated grapevines. The genetic diversity of wild grapevine populations was similar than that observed in the cultivated group. The molecular analysis showed that cultivated germplasm and wild germplasm are genetically divergent with low level of introgression. Using a model‐based approach implemented in the software structure , we identified four genetic groups, with two of them fundamentally represented among cultivated genotypes and two among wild accessions. The analyses of genetic relationships between wild and cultivated grapevines could suggest a genetic contribution of wild accessions from Spain to current Western cultivars.     

Chloroplast DNA variation and evolution in pisum: patterns of change and phylogenetic analysis

Variation in 30 chloroplast DNAs, representing 22 wild and cultivated accessions in the genus Pisum, was analyzed by comparing fragment patterns produced by 16 restriction endonucleases. Three types of mutations were detected. First, an inversion of between 2.2 kilobase pairs (kb) and 5.2 kb distinguished a population of P. humile from all other Pisum accessions examined. Second, deletions and insertions of between 50 and 1200 base pairs produced small restriction fragment length variations in four regions of the 120-kb chloroplast genome. Two of these regions—one of which is located within the sequence that is inverted in P. humile—showed a high degree of size polymorphism, to the extent that size differences were detected between individuals from the same accession. Finally, a total of only 11 restriction site mutations were detected among the 165 restriction sites sampled in the 30 DNAs. Based on these results and previous data, we conclude that the chloroplast genome is evolving very slowly relative to nuclear and mitochondrial DNAs. The Pisum chloroplast DNA restriction site mutations define two major lineages: One includes all tested accessions of P. fulvum, which is known to be cytogenetically quite distinct from all other Pisum taxa. The second includes 12 of 13 cultivated lines of the garden pea (P. sativum) and a wild population of P. humile from northern Israel. These observations strongly reinforce an earlier conclusion that the cultivated pea was domesticated primarily from northern populations of P. humile. A 13th P. sativum cultivar has a chloroplast genome that is significantly different from those of the aforementioned lines and somewhat more similar to those of P. elatius and southern populations of P. humile. This observation indicates that secondary hybridization may have occurred during the domestication of the garden pea.     

ITS1 Sequences of Nuclear Ribosomal DNA in Wild Rices and Cultivated Rices of China and Their Phylogenetic Implications

he first internal transcribed spacer (ITS1) of nuclear ribosomal DNA of three wild rice species and two subspecies of cultivated rice, which are distributed in China, was amplified using PCR technique and sequenced with automated fluorescent sequencing. The sequences of ITS1 ranged from 193 bp to 218 bp in size and G/C content varied from 69.3%to 72.7%. In pairwise comparison among the five taxa, sequence site divergence ranged from 1.5 % to 10.6%. Phylogenetic analysis of ITS1 sequences using Wagner parsimony generated a single well-resolved tree, which revealed that Oryza rufipogon was much more closely related to cultivated rice species than to the other two wild species. Oryza granulata was less closely related to either cultivated rice species or the other two wild species, and might be a unique and isolated taxon in the genus Oryza. The phylogenetic relationships of the three wild rice species and two cultivated rice subspecies inferred from ITS1 sequences is highly concordant with those based on the molecular evidence from isozyme, chloroplast DNA (cpDNA), mitochondrial DNA (mtDNA) and nuclear DNA (nDNA) of the genus Oryza.     

Diversity of chloroplast DNA SSRs in wild and cultivated soybeans: evidence for multiple origins of cultivated soybean

Soybean [ Glycine max (L.) Merr.] is one of the major crops in the world and was domesticated from a wild progenitor, Glycine soja Sieb. & Zucc., in East Asia. In order to address the questions concerning the evolution and maternal lineage of soybean, we surveyed the variation in chloroplast DNA simple sequence repeats (cpSSR) of 326 wild and cultivated soybean accessions that were collected from various Asian countries. Twenty-three variants were detected at six cpSSRs in the accessions tested. All of the variants were found in wild soybean, whereas only 14 variants existed in the cultigen. Combining the variants at the six cpSSRs gave 52 haplotypes in the former and eight haplotypes in the latter. Both analyses indicated a considerably higher genetic diversity in the wild soybean. Around 75% of the cultivated accessions tested possessed a common haplotype (no. 49), which was detected in only seven wild accessions, six from southern Japan and one from southern China. The predominant haplotype in the cultigen may therefore have originated from a rare haplotype of the wild soybean that is presently distributed in the southern areas of Japan and China. The remaining seven haplotypes in the cultigen were distributed regionally, and except for three rare haplotypes, largely overlapped with the distributions of wild accessions with the same respective haplotypes. Our results strongly suggest that the cultivated soybeans with different cpDNA haplotypes originated independently in different regions from different wild gene pools and/or hybrid swarms between cultivated and wild forms.     

Genetic diversity of cultivated flax (Linum usitatissimum L.) germplasm assessed by retrotransposon-based markers

Retrotransposon segments were characterized and inter-retrotransposon amplified polymorphism (IRAP) markers developed for cultivated flax (Linum usitatissimum L.) and the Linum genus. Over 75 distinct long terminal repeat retrotransposon segments were cloned, the first set for Linum, and specific primers designed for them. IRAP was then used to evaluate genetic diversity among 708 accessions of cultivated flax comprising 143 landraces, 387 varieties, and 178 breeding lines. These included both traditional and modern, oil (86), fiber (351), and combined-use (271) accessions, originating from 36 countries, and 10 wild Linum species. The set of 10 most polymorphic primers yielded 141 reproducible informative data points per accession, with 52% polymorphism and a 0.34 Shannon diversity index. The maximal genetic diversity was detected among wild Linum species (100% IRAP polymorphism and 0.57 Jaccard similarity), while diversity within cultivated germplasm decreased from landraces (58%, 0.63) to breeding lines (48%, 0.85) and cultivars (50%, 0.81). Application of Bayesian methods for clustering resulted in the robust identification of 20 clusters of accessions, which were unstratified according to origin or user type. This indicates an overlap in genetic diversity despite disruptive selection for fiber versus oil types. Nevertheless, eight clusters contained high proportions (70?C100%) of commercial cultivars, whereas two clusters were rich (60%) in landraces. These findings provide a basis for better flax germplasm management, core collection establishment, and exploration of diversity in breeding, as well as for exploration of the role of retrotransposons in flax genome dynamics.     

Class-based stratification matrix for physical leaf traits in phenetic relations of Withania somnifera (L.) Dunal accessions

Withania somnifera (L.) Dunal is a promising herb with many pharmaceutical and therapeutic uses ranging from immunomodulation to anticarcinogenicity. It is commonly known as Indian ginseng, as it is comparable to Panax ginseng, which is a widely studied and utilized herb. There are limited studies on the genetic diversity of W. somnifera from the northeastern region of the Indian Subcontinent. This paper describes the characterization of wild accessions collected from Tamil Nadu State. A total of 15 accessions collected from wild populations were studied for their physical leaf traits such as leaf fresh weight (g), dry weight (mg), leaf dry matter content (mg g^?1), specific leaf area (mm² mg^?1), leaf size (mm²), total carbon and nitrogen, and total withaferin-A content in leaves. An attempt was made to correlate physical leaf traits with withaferin-A content. The molecular traits, which were treated in a presence–absence matrix, failed to group the hyper-withaferin-A accessions. The quantified physical leaf traits were converted into a presence–absence matrix using a novel method of class-based stratification. The phenetic relations inferred from the Fitch–Margoliash algorithm applied to physical leaf trait data resulted in grouping of accessions with high withaferin-A content. These traits were used in the selection of promising accessions which can be further used for breeding programmes.     

Seed protein electrophoresis of some cultivated and wild species of <Emphasis Type="Italic">Chenopodium</Emphasis>

Seed protein profiles of 40 cultivated and wild taxa of Chenopodium have been compared by sodium dodecyl sulfate polyacrylamide gel electrophoresis. The relative similarity between various taxa, estimated by Jaccard’s similarity index and clustered in UPGMA dendrogram, is generally in accordance with taxonomic position, crossability relationships and other biochemical characters. Eight accessions of C. quinoa studied are clustered together and show genetic similarity with closely related C. bushianum and C. berlandieri subsp. nuttalliae. The taxa included under C. album complex are clustered in two groups which show that these taxa are a heterogenous assemblage and their taxonomic affinities need a reassessment. Other wild species studied are placed in the dendrogram more or less according to their taxonomic position.     

Origin of tetraploid cultivated asparagus landraces inferred from nuclear ribosomal DNA internal transcribed spacers’ polymorphisms

The genus Asparagus includes a group of wild species that are closely related to the cultivated Asparagus officinalis (2n = 2× = 20). The narrow genetic background present in the asparagus cultivars shows the importance of asparagus landraces and the wild related species. The study of both genetic resources becomes necessary to facilitate their effective use in the breeding programmes. ‘Morado de Huetor’ (MH) and ‘Violetto d’Albenga’ (VA) are tetraploid asparagus landraces (2n = 4× = 40) cultivated in Spain and Italy, respectively, and whose origin remains unknown. To discover the origin of these landraces, a phylogenetic study was conducted based on restriction fragment length polymorphism (RFLP) of nuclear ribosomal DNA (nrDNA). The sequence of the two internal transcribed spacers (ITS) flanking the nrDNA5.8S gene (ITS1‐5.8S‐ITS2) were analysed for RFLP in 11 populations including both landraces (MH and VA), A. officinalis (wild and cultivated) and a group of closely related wild species (Asparagus maritimus, Asparagus prostratus, Asparagus pseudoscaber and Asparagus tenuifolius) with a European distribution. Restriction fragment patterns of both cultivated asparagus (2×) and two populations of A. maritimus (6×) from the Adriatic Sea area were present in the MH landrace. However, VA showed a similar pattern to A. officinalis. This study revealed that MH seems to be a hybrid between A. officinalis and A. maritimus that may have occurred in the Adriatic Sea region where hybridisations between cultivated diploid and wild species may have taken place. The origin of another tetraploid landrace (VA) might have had a similar origin but followed a different evolutionary path. Therefore, these landraces constitute a valuable genetic resource that could be used to enlarge the genetic background of modern cultivars. The ploidy levels of the populations employed in this study were analysed and levels not described previously were detected: A. maritimus (12×), A. tenuifolius (6×) and A. pseudoscaber (2×).     

CHLOROPLAST DNA POLYMORPHISM SUGGESTS NIGERIAN CENTER OF DOMESTICATION FOR THE COWPEA,VIGNA UNGUICULATA (LEGUMINOSAE)

Twenty-one independent chloroplast DNA polymorphisms were identified in Vigna unguiculata defining 19 different chloroplast DNA molecules (plastome types). Two plastome types, differing by a single character, were found among 32 accessions of cultivated cowpea (Vigna unguiculata ssp. unguiculata). Eighteen different plastome types were found among 26 accessions of wild cowpea (V. unguiculata ssp. dekindtiana). The very low level of chloroplast DNA diversity found in cultivated accessions relative to wild cowpea suggests that 1) the domesticated form was derived from a narrow selection of the wild germplasm and 2) chloroplast gene flow between wild and cultivated types has been very limited. Cladistic analysis of the cpDNA data generated a robust tree completely lacking homoplasy. Three wild accessions from Nigeria possessed a plastome type indistinguishable from one present in cultivated accessions, suggesting that Nigeria represents one center of domestication of the cowpea. The other plastome type within the cultivated germplasm was not found among wild accessions.     

Haplotype diversity and population structure in cultivated and wild barley evaluated for Fusarium head blight responses

Fusarium head blight (FHB) is a threat to barley (Hordeum vulgare L.) production in many parts of the world. A number of barley accessions with partial resistance have been reported and used in mapping experiments to identify quantitative trait loci (QTL) associated with FHB resistance. Here, we present a set of barley germplasm that exhibits FHB resistance identified through screening a global collection of 23,255 wild (Hordeum vulgare ssp. spontaneum) and cultivated (Hordeum vulgare ssp. vulgare) accessions. Seventy-eight accessions were classified as resistant or moderately resistant. The collection of FHB resistant accessions consists of 5, 27, 46 of winter, wild and spring barley, respectively. The population structure and genetic relationships of the germplasm were investigated with 1,727 Diversity Array Technology (DArT) markers. Multiple clustering analyses suggest the presence of four subpopulations. Within cultivated barley, substructure is largely centered on spike morphology and growth habit. Analysis of molecular variance indicated highly significant genetic variance among clusters and within clusters, suggesting that the FHB resistant sources have broad genetic diversity. The haplotype diversity was characterized with DArT markers associated with the four FHB QTLs on chromosome 2H bin8, 10 and 13 and 6H bin7. In general, the wild barley accessions had distinct haplotypes from those of cultivated barley. The haplotype of the resistant source Chevron was the most prevalent in all four QTL regions, followed by those of the resistant sources Fredrickson and CIho4196. These resistant QTL haplotypes were rare in the susceptible cultivars and accessions grown in the upper Midwest USA. Some two- and six-rowed accessions were identified with high FHB resistance, but contained distinct haplotypes at FHB QTLs from known resistance sources. These germplasm warrant further genetic studies and possible incorporation into barley breeding programs.