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1.
Plant J ; 108(3): 646-660, 2021 11.
Article in English | MEDLINE | ID: mdl-34427014

ABSTRACT

Food legumes are crucial for all agriculture-related societal challenges, including climate change mitigation, agrobiodiversity conservation, sustainable agriculture, food security and human health. The transition to plant-based diets, largely based on food legumes, could present major opportunities for adaptation and mitigation, generating significant co-benefits for human health. The characterization, maintenance and exploitation of food-legume genetic resources, to date largely unexploited, form the core development of both sustainable agriculture and a healthy food system. INCREASE will implement, on chickpea (Cicer arietinum), common bean (Phaseolus vulgaris), lentil (Lens culinaris) and lupin (Lupinus albus and L. mutabilis), a new approach to conserve, manage and characterize genetic resources. Intelligent Collections, consisting of nested core collections composed of single-seed descent-purified accessions (i.e., inbred lines), will be developed, exploiting germplasm available both from genebanks and on-farm and subjected to different levels of genotypic and phenotypic characterization. Phenotyping and gene discovery activities will meet, via a participatory approach, the needs of various actors, including breeders, scientists, farmers and agri-food and non-food industries, exploiting also the power of massive metabolomics and transcriptomics and of artificial intelligence and smart tools. Moreover, INCREASE will test, with a citizen science experiment, an innovative system of conservation and use of genetic resources based on a decentralized approach for data management and dynamic conservation. By promoting the use of food legumes, improving their quality, adaptation and yield and boosting the competitiveness of the agriculture and food sector, the INCREASE strategy will have a major impact on economy and society and represents a case study of integrative and participatory approaches towards conservation and exploitation of crop genetic resources.


Subject(s)
Crops, Agricultural/genetics , Fabaceae/genetics , Seed Bank , Databases, Genetic , Europe , Genotype , International Cooperation , Seeds/genetics
2.
Theor Appl Genet ; 135(3): 755-776, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34283259

ABSTRACT

KEY MESSAGE: We present a comprehensive survey of cytogenetic and genomic diversity of the GGAtAt genepool of wheat, thereby unlocking these plant genetic resources for wheat improvement. Wheat yields are stagnating around the world and new sources of genes for resistance or tolerances to abiotic traits are required. In this context, the tetraploid wheat wild relatives are among the key candidates for wheat improvement. Despite its potential huge value for wheat breeding, the tetraploid GGAtAt genepool is largely neglected. Understanding the population structure, native distribution range, intraspecific variation of the entire tetraploid GGAtAt genepool and its domestication history would further its use for wheat improvement. The paper provides the first comprehensive survey of genomic and cytogenetic diversity sampling the full breadth and depth of the tetraploid GGAtAt genepool. According to the results obtained, the extant GGAtAt genepool consists of three distinct lineages. We provide detailed insights into the cytogenetic composition of GGAtAt wheats, revealed group- and population-specific markers and show that chromosomal rearrangements play an important role in intraspecific diversity of T. araraticum. The origin and domestication history of the GGAtAt lineages is discussed in the context of state-of-the-art archaeobotanical finds. We shed new light on the complex evolutionary history of the GGAtAt wheat genepool and provide the basis for an increased use of the GGAtAt wheat genepool for wheat improvement. The findings have implications for our understanding of the origins of agriculture in southwest Asia.


Subject(s)
Domestication , Triticum , Genetic Variation , Phenotype , Plant Breeding , Tetraploidy , Triticum/genetics
3.
BMC Plant Biol ; 19(1): 95, 2019 Mar 06.
Article in English | MEDLINE | ID: mdl-30841851

ABSTRACT

BACKGROUND: Seeds of domesticated barley are grouped into two distinct types, which differ in morphology. Caryopses covered by adaxial (palea) and abaxial (lemma) hulls that tightly adhere to the pericarp at maturity give rise to hulled seeds whereas caryopses without adhering hulls give rise to naked seeds. The naked caryopsis character is an essential trait regarding the end use of barley. RESULTS: To uncover the genetic basis of the trait, a genome-wide association study (GWAS) has been performed in a panel comprising 222 2-rowed and 303 6-rowed spring barley landrace accessions. In addition to the well-described Nud locus on chromosome 7H, three novel loci showed strong associations with the trait: the first locus on 2H was specifically detected in 6-rowed accessions, the second locus on 3H was found in 2-rowed accessions from Eurasia and the third locus on 6H was revealed in 6-rowed accessions from Ethiopia. PCR analysis of naked accessions also confirmed the absence of a 17 kb region harboring the Nud gene on chromosome 7H for all but one naked accession. The latter was characterized by a slightly variant phenotype of the caryopsis. CONCLUSION: Our findings provide evidence of the pervasiveness of the 17 kb deletion in spring barley from different geographic regions and at the same time reveal genomic footprints of selection in naked barley, which follow both geographic and morphological patterns.


Subject(s)
Genome-Wide Association Study/methods , Hordeum/genetics , Seeds/genetics , Linkage Disequilibrium/genetics , Quantitative Trait Loci/genetics
4.
BMC Plant Biol ; 19(1): 216, 2019 May 23.
Article in English | MEDLINE | ID: mdl-31122195

ABSTRACT

BACKGROUND: Adaptation to drought-prone environments requires robust root architecture. Genotypes with a more vigorous root system have the potential to better adapt to soils with limited moisture content. However, root architecture is complex at both, phenotypic and genetic level. Customized mapping panels in combination with efficient screenings methods can resolve the underlying genetic factors of root traits. RESULTS: A mapping panel of 233 spring barley genotypes was evaluated for root and shoot architecture traits under non-stress and osmotic stress. A genome-wide association study elucidated 65 involved genomic regions. Among them were 34 root-specific loci, eleven hotspots with associations to up to eight traits and twelve stress-specific loci. A list of candidate genes was established based on educated guess. Selected genes were tested for associated polymorphisms. By this, 14 genes were identified as promising candidates, ten remained suggestive and 15 were rejected. The data support the important role of flowering time genes, including HvPpd-H1, HvCry2, HvCO4 and HvPRR73. Moreover, seven root-related genes, HERK2, HvARF04, HvEXPB1, PIN5, PIN7, PME5 and WOX5 are confirmed as promising candidates. For the QTL with the highest allelic effect for root thickness and plant biomass a homologue of the Arabidopsis Trx-m3 was revealed as the most promising candidate. CONCLUSIONS: This study provides a catalogue of hotspots for seedling growth, root and stress-specific genomic regions along with candidate genes for future potential incorporation in breeding attempts for enhanced yield potential, particularly in drought-prone environments. Root architecture is under polygenic control. The co-localization of well-known major genes for barley development and flowering time with QTL hotspots highlights their importance for seedling growth. Association analysis revealed the involvement of HvPpd-H1 in the development of the root system. The co-localization of root QTL with HERK2, HvARF04, HvEXPB1, PIN5, PIN7, PME5 and WOX5 represents a starting point to explore the roles of these genes in barley. Accordingly, the genes HvHOX2, HsfA2b, HvHAK2, and Dhn9, known to be involved in abiotic stress response, were located within stress-specific QTL regions and await future validation.


Subject(s)
Droughts , Genes, Plant/physiology , Genome, Plant/genetics , Hordeum/genetics , Phenotype , Polymorphism, Single Nucleotide/genetics , Quantitative Trait Loci/genetics , Chromosome Mapping , Genome-Wide Association Study , Genotype , Hordeum/growth & development , Plant Roots/genetics , Plant Roots/growth & development , Plant Shoots/genetics , Plant Shoots/growth & development , Seedlings/genetics , Seedlings/growth & development
5.
J Exp Bot ; 70(19): 5115-5130, 2019 10 15.
Article in English | MEDLINE | ID: mdl-31145789

ABSTRACT

Higher head rice yield (HRY), which represents the proportion of intact grains that survive milling, and lower grain chalkiness (opacity) are key quality traits. We investigated the genetic basis of HRY and chalkiness in 320 diverse resequenced accessions of indica rice with integrated single- and multi-locus genome-wide association studies using 2.26 million single-nucleotide polymorphisms. We identified novel haplotypes that underly higher HRY on chromosomes 3, 6, 8, and 11, and that lower grain chalkiness in a fine-mapped region on chromosome 5. Whole-genome sequencing of 92 IRRI breeding lines was performed to identify the genetic variants of HRY and chalkiness. Rare and novel haplotypes were found for lowering chalkiness, but missing alleles hindered progress towards enhancing HRY in breeding material. The novel haplotypes that we identified have potential use in breeding programs aimed at improving these important traits in the rice crop.


Subject(s)
Edible Grain/physiology , Genome-Wide Association Study , Oryza/physiology , Phenotype , Edible Grain/genetics , Haplotypes , Oryza/genetics , Polymorphism, Single Nucleotide
6.
Theor Appl Genet ; 132(2): 371-382, 2019 Feb.
Article in English | MEDLINE | ID: mdl-30377705

ABSTRACT

KEY MESSAGE: We report transfer of a rust resistance gene named SrB, on the 6Ae#3 chromosome, to wheat by recombination with the 6Ae#1 segment carrying Sr26 and development of a linked marker. A stem rust resistance gene from a South African wheat W3757, temporarily named SrB, has been transferred onto chromosome 6A. Line W3757 is a 6Ae#3 (6D) substitution line in which the Thinopyrum ponticum chromosomes carry SrB. Crosses were made between W3757 and a T6AS·6AL-6Ae#1 recombinant line named WA-5 carrying the stem rust resistance gene Sr26 on a chromosome segment from another accession of Th. ponticum. The 6Ae#1 and 6Ae#3 chromosomes had previously been shown to pair at meiosis and were polymorphic for the distally located RFLP probes BCD001 and MWG798. A recombinant plant (Type A) was identified carrying a distal chromosome segment from the 6Ae#3 chromosome and a sub-terminal segment from the 6Ae#1 chromosome. Rust tests on the recombinant Type A showed the infection type for SrB. Segregation and linkage data combined with genomic in situ hybridization studies demonstrated that SrB had been transferred to wheat chromosome arm 6AL by recombination between the Thinopyrum chromosome segments. A recombinant positive for the 6Ae#1-6Ae#3 chromosome showed enhanced stem rust resistance compared to the 6Ae#3 addition line in repeated rust tests. A diagnostic PCR-based marker was developed for the 6Ae#3 chromosome segment on the Type A recombinant carrying SrB that distinguishes it from the Sr26-containing segment. A stem rust resistant line which combines SrB with Sr26 would be a great addition to the pool of resistant germplasm for wheat breeders to achieve more durable and effective control of stem rust because virulence has not been found for either of these two genes.


Subject(s)
Disease Resistance/genetics , Genes, Plant , Plant Diseases/genetics , Poaceae/genetics , Triticum/genetics , Base Sequence , Basidiomycota/pathogenicity , Crosses, Genetic , Genetic Linkage , Genetic Markers , Plant Breeding , Plant Diseases/microbiology , Polymerase Chain Reaction , Polymorphism, Restriction Fragment Length , Triticum/microbiology
7.
Plant J ; 91(4): 601-612, 2017 Aug.
Article in English | MEDLINE | ID: mdl-28482117

ABSTRACT

Exploring genes with impact on yield-related phenotypes is the preceding step to accomplishing crop improvements while facing a growing world population. A genome-wide association scan on leaf blade area (LA) in a worldwide spring barley collection (Hordeum vulgare L.), including 125 two- and 93 six-rowed accessions, identified a gene encoding the homeobox transcription factor, Six-rowed spike 1 (VRS1). VRS1 was previously described as a key domestication gene affecting spike development. Its mutation converts two-rowed (wild-type VRS1, only central fertile spikelets) into six-rowed spikes (mutant vrs1, fully developed fertile central and lateral spikelets). Phenotypic analyses of mutant and wild-type leaves revealed that mutants had an increased leaf width with more longitudinal veins. The observed significant increase of LA and leaf nitrogen (%) during pre-anthesis development in vrs1 mutants also implies a link between wider leaf and grain number, which was validated from the association of vrs1 locus with wider leaf and grain number. Histological and gene expression analyses indicated that VRS1 might influence the size of leaf primordia by affecting cell proliferation of leaf primordial cells. This finding was supported by the transcriptome analysis of mutant and wild-type leaf primordia where in the mutant transcriptional activation of genes related to cell proliferation was detectable. Here we show that VRS1 has an independent role on barley leaf development which might influence the grain number.


Subject(s)
Hordeum/genetics , Transcription Factors/metabolism , Transcriptome , Genes, Homeobox , Genome-Wide Association Study , Genotype , Hordeum/cytology , Hordeum/growth & development , Mutation , Phenotype , Phylogeny , Plant Leaves/cytology , Plant Leaves/genetics , Plant Leaves/growth & development , Plant Proteins/genetics , Plant Proteins/metabolism , Transcription Factors/genetics
8.
BMC Plant Biol ; 18(1): 106, 2018 Jun 04.
Article in English | MEDLINE | ID: mdl-29866039

ABSTRACT

BACKGROUND: Barley (Hordeum vulgare) is an important crop cultivated across the world. Drought is a major abiotic factor compromising barley yield worldwide, therefore in modern spring barley cultivars superior seed and malting quality characteristics should be combined with reasonable level of drought tolerance. Previously we have identified a number of barley lines demonstrating the superior yield performance under drought conditions. The aim of this work was to perform a QTL analysis of malting quality traits in a doubled haploid (DH) mapping population of two elite barley lines that differ in their reaction pattern to drought stress. RESULTS: A population of DH lines was developed by crossing two drought-tolerant elite breeding lines, Victoriana and Sofiara, exploiting distinct mechanism of drought tolerance, sustaining assimilation vs remobilization. The mapping population was assayed under field conditions at four distinct locations that differed in precipitation rate. DH lines were genotyped with the Illumina 9 K iSelect assay, and linkage map including 1782 polymorphic markers and covering a total map length of 1140 cM was constructed. The result of quantitative trait loci (QTL) analysis showed that majority of the traits were affected by several main effect QTL and/or QTL x environment (QE) interactions. In total, 57, 41, and 5 QTL were associated with yield-related traits, malting quality traits and seed quality traits, respectively. 11 and 29 of mapped QTL explained more than 10 and 5% of phenotypic variation, respectively. In several chromosomal regions co-localization between QTL for various traits were observed. The largest clusters were detected on chromosomes 3H and 4H. CONCLUSIONS: Our QTL mapping results revealed several novel consistent genomic regions controlling malting quality which could be exploited in marker assisted selection. In this context, the complex QTL region on chromosome 3H seems of particular interest, as it harbors several large effect QTL.


Subject(s)
Hordeum/genetics , Quantitative Trait Loci/genetics , Stress, Physiological , Chromosome Mapping , Droughts , Genotype , Haploidy , Hordeum/physiology , Phenotype , Plant Breeding , Seeds/genetics , Seeds/physiology
9.
Theor Appl Genet ; 131(4): 873-886, 2018 Apr.
Article in English | MEDLINE | ID: mdl-29350248

ABSTRACT

KEY MESSAGE: GWAS analysis for leaf blade area (LA) revealed intriguing genomic regions associated with putatively novel QTL and known plant stature-related phytohormone and sugar-related genes. Despite long-standing studies in the morpho-physiological characters of leaf blade area (LA) in cereal crops, advanced genetic studies to explore its natural variation are lacking. The importance of modifying LA in improving cereal grain yield and the genes controlling leaf traits have been well studied in rice but not in temperate cereals. To better understand the natural genetic variation of LA at four developmental stages, main culm LA was measured from 215 worldwide spring barleys including 92 photoperiod-sensitive accessions [PHOTOPERIOD RESPONSE LOCUS 1 (Ppd-H1)] and 123 accessions with reduced photoperiod sensitivity (ppd-H1) locus under controlled greenhouse conditions (long-day; 16/8 h; ~ 20/~ 16 °C day/night). The LA of Ppd-H1-carrying accessions was always smaller than in ppd-H1-carrying accessions. We found that nine SNPs from the Ppd-H1 gene were present in the collection of which marker 9 (M9; G/T in the CCT-domain) showed the most significant and consistent effect on LA at all studied developmental stages. Genome-wide association scans (GWAS) showed that the accessions carrying the ppd-H1 allele T/M9 (late heading) possessed more genetic variation in LA than the Ppd-H1 group carrying G/M9 (early heading). Several QTL with major effects on LA variation were found close to plant stature-related heading time, phytohormone- and sugar-related genes. The results provide evidence that natural variation of LA is an important source for improving grain yield, adaptation and canopy architecture of temperate cereals.


Subject(s)
Hordeum/genetics , Photoperiod , Plant Leaves/growth & development , Alleles , Genetic Association Studies , Haplotypes , Hordeum/growth & development , Phenotype , Polymorphism, Single Nucleotide , Quantitative Trait Loci
10.
Theor Appl Genet ; 131(9): 2009-2019, 2018 Sep.
Article in English | MEDLINE | ID: mdl-29959470

ABSTRACT

Key message Historical data generated during seed regeneration are valuable to populate a bio-digital resource center for barley (Hordeum sp.). Precise estimates of trait performance of genetic resources are considered as an intellectually challenging, complex, costly and time-consuming step needed to exploit the phenotypic and genetic diversity maintained in genebanks for breeding and research. Using barley (Hordeum sp.) as a model, we examine strategies to tap into historical data available from regeneration trials. This is a first step toward extending the Federal ex situ Genebank into a bio-digital resource center facilitating an informed choice of barley accessions for research and breeding. Our study is based on historical data of seven decades collected for flowering time, plant height, and thousand grain weight during the regeneration of 12,872 spring and winter barley accessions. Linear mixed models were implemented in conjunction with routines for assessment of data quality. A resampling study highlights the potential risk of biased estimates in second-order statistics when grouping accessions for regeneration according to the year of collection or geographic origin. Based on rigorous quality assessment, we obtained high heritability estimates for the traits under consideration exceeding 0.8. Thus, the best linear unbiased estimations for the three traits are a valuable source to populate a bio-digital resource center for the IPK barley collection. The proposed strategy to leverage historical data from regeneration trials is not crop specific and can be used as a blueprint for other ex situ collections.


Subject(s)
Genetic Variation , Hordeum/genetics , Phenotype , Data Accuracy , Databases, Genetic , Genotype , Hordeum/growth & development , Linear Models
11.
BMC Plant Biol ; 17(1): 137, 2017 08 10.
Article in English | MEDLINE | ID: mdl-28797222

ABSTRACT

BACKGROUND: Genetic mapping of phenotypic traits generally focuses on a single time point, but biomass accumulates continuously during plant development. Resolution of the temporal dynamics that affect biomass recently became feasible using non-destructive imaging. RESULTS: With the aim to identify key genetic factors for vegetative biomass formation from the seedling stage to flowering, we explored growth over time in a diverse collection of two-rowed spring barley accessions. High heritabilities facilitated the temporal analysis of trait relationships and identification of quantitative trait loci (QTL). Biomass QTL tended to persist only a short period during early growth. More persistent QTL were detected around the booting stage. We identified seven major biomass QTL, which together explain 55% of the genetic variance at the seedling stage, and 43% at the booting stage. Three biomass QTL co-located with genes or QTL involved in phenology. The most important locus for biomass was independent from phenology and is located on chromosome 7HL at 141 cM. This locus explained ~20% of the genetic variance, was significant over a long period of time and co-located with HvDIM, a gene involved in brassinosteroid synthesis. CONCLUSIONS: Biomass is a dynamic trait and is therefore orchestrated by different QTL during early and late growth stages. Marker-assisted selection for high biomass at booting stage is most effective by also including favorable alleles from seedling biomass QTL. Selection for dynamic QTL may enhance genetic gain for complex traits such as biomass or, in the future, even grain yield.


Subject(s)
Genetic Variation , Hordeum/growth & development , Hordeum/genetics , Quantitative Trait Loci , Biomass , Seasons
12.
Theor Appl Genet ; 130(2): 331-344, 2017 Feb.
Article in English | MEDLINE | ID: mdl-27830284

ABSTRACT

KEY MESSAGE: Two distinct patterns of sequence diversity for the recessive alleles of two host factors HvPDIL5 - 1 and HvEIF4E indicated the adaptive selection for bymovirus resistance in cultivated barley from East Asia. Plant pathogens are constantly challenging plant fitness and driving resistance gene evolution in host species. Little is known about the evolution of sequence diversity in host recessive resistance genes that interact with plant viruses. Here, by combining previously published and newly generated targeted re-sequencing information, we systematically analyzed natural variation in a broad collection of wild (Hordeum spontaneum; Hs) and domesticated barleys (Hordeum vulgare; Hv) using the full-length coding sequence of the two host factor genes, HvPDIL5-1 and HvEIF4E, conferring recessive resistance to the agriculturally important Barley yellow mosaic virus (BaYMV) and Barley mild mosaic virus (BaMMV). Interestingly, two types of gene evolution conferred by sequence variation in domesticated barley, but not in wild barley were observed. Whereas resistance-conferring alleles of HvEIF4E exclusively contained non-synonymous amino acid substitutions (including in-frame sequence deletions and insertions), loss-of-function alleles were predominantly responsible for the HvPDIL5-1 conferred bymovirus resistance. A strong correlation between the geographic origin and the frequency of barley accessions carrying resistance-conferring alleles was evident for each of the two host factor genes, indicating adaptive selection for bymovirus resistance in cultivated barley from East Asia.


Subject(s)
Disease Resistance/genetics , Genes, Recessive , Hordeum/genetics , Plant Diseases/genetics , Selection, Genetic , Alleles , Asia , DNA, Plant/genetics , Domestication , Eukaryotic Initiation Factor-4E/genetics , Genes, Plant , Genetic Variation , Haplotypes , Hordeum/virology , Mutation , Plant Diseases/virology , Potyviridae
13.
Plant J ; 84(1): 216-27, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26252423

ABSTRACT

Barley (Hordeum vulgare L.) possesses a large and highly repetitive genome of 5.1 Gb that has hindered the development of a complete sequence. In 2012, the International Barley Sequencing Consortium released a resource integrating whole-genome shotgun sequences with a physical and genetic framework. However, because only 6278 bacterial artificial chromosome (BACs) in the physical map were sequenced, fine structure was limited. To gain access to the gene-containing portion of the barley genome at high resolution, we identified and sequenced 15 622 BACs representing the minimal tiling path of 72 052 physical-mapped gene-bearing BACs. This generated ~1.7 Gb of genomic sequence containing an estimated 2/3 of all Morex barley genes. Exploration of these sequenced BACs revealed that although distal ends of chromosomes contain most of the gene-enriched BACs and are characterized by high recombination rates, there are also gene-dense regions with suppressed recombination. We made use of published map-anchored sequence data from Aegilops tauschii to develop a synteny viewer between barley and the ancestor of the wheat D-genome. Except for some notable inversions, there is a high level of collinearity between the two species. The software HarvEST:Barley provides facile access to BAC sequences and their annotations, along with the barley-Ae. tauschii synteny viewer. These BAC sequences constitute a resource to improve the efficiency of marker development, map-based cloning, and comparative genomics in barley and related crops. Additional knowledge about regions of the barley genome that are gene-dense but low recombination is particularly relevant.


Subject(s)
Chromosomes, Artificial, Bacterial/genetics , Genome, Plant/genetics , Hordeum/genetics , Molecular Sequence Data
14.
Theor Appl Genet ; 129(2): 203-13, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26649866

ABSTRACT

KEY MESSAGE: Genomic prediction of malting quality traits in barley shows the potential of applying genomic selection to improve selection for malting quality and speed up the breeding process. ABSTRACT: Genomic selection has been applied to various plant species, mostly for yield or yield-related traits such as grain dry matter yield or thousand kernel weight, and improvement of resistances against diseases. Quality traits have not been the main scope of analysis for genomic selection, but have rather been addressed by marker-assisted selection. In this study, the potential to apply genomic selection to twelve malting quality traits in two commercial breeding programs of spring and winter barley (Hordeum vulgare L.) was assessed. Phenotypic means were calculated combining multilocational field trial data from 3 or 4 years, depending on the trait investigated. Three to five locations were available in each of these years. Heritabilities for malting traits ranged between 0.50 and 0.98. Predictive abilities (PA), as derived from cross validation, ranged between 0.14 to 0.58 for spring barley and 0.40-0.80 for winter barley. Small training sets were shown to be sufficient to obtain useful PAs, possibly due to the narrow genetic base in this breeding material. Deployment of genomic selection in malting barley breeding clearly has the potential to reduce cost intensive phenotyping for quality traits, increase selection intensity and to shorten breeding cycles.


Subject(s)
Chromosome Mapping , Hordeum/genetics , Quantitative Trait, Heritable , Breeding , Edible Grain/genetics , Genetic Markers , Genotype , Linkage Disequilibrium , Models, Genetic , Phenotype
16.
Plant Physiol ; 164(1): 412-23, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24243933

ABSTRACT

Barley (Hordeum vulgare) is an important cereal crop and a model species for Triticeae genomics. To lay the foundation for hierarchical map-based sequencing, a genome-wide physical map of its large and complex 5.1 billion-bp genome was constructed by high-information content fingerprinting of almost 600,000 bacterial artificial chromosomes representing 14-fold haploid genome coverage. The resultant physical map comprises 9,265 contigs with a cumulative size of 4.9 Gb representing 96% of the physical length of the barley genome. The reliability of the map was verified through extensive genetic marker information and the analysis of topological networks of clone overlaps. A minimum tiling path of 66,772 minimally overlapping clones was defined that will serve as a template for hierarchical clone-by-clone map-based shotgun sequencing. We integrated whole-genome shotgun sequence data from the individuals of two mapping populations with published bacterial artificial chromosome survey sequence information to genetically anchor the physical map. This novel approach in combination with the comprehensive whole-genome shotgun sequence data sets allowed us to independently validate and improve a previously reported physical and genetic framework. The resources developed in this study will underpin fine-mapping and cloning of agronomically important genes and the assembly of a draft genome sequence.


Subject(s)
Hordeum/genetics , Physical Chromosome Mapping , Polymorphism, Single Nucleotide , Chromosomes, Artificial, Bacterial , Contig Mapping , Reproducibility of Results , Sequence Analysis, DNA
17.
Plant Cell Environ ; 38(10): 1980-96, 2015 Oct.
Article in English | MEDLINE | ID: mdl-25689277

ABSTRACT

Phenotyping large numbers of genotypes still represents the rate-limiting step in many plant genetic experiments and in breeding. To address this issue, novel automated phenotyping technologies have been developed. We investigated for a core set of barley cultivars if high-throughput image analysis can help to dissect vegetative biomass accumulation in response to two different watering regimes under semi-controlled greenhouse conditions. We found that experiments, treatments, genotypes and genotype by environment interaction (G × E) can be characterized at any time point by certain digital traits. Biomass accumulation under control and stress conditions was highly heritable. Growth model-derived maximum vegetative biomass (K max), inflection point (I) and regrowth rate (k) were identified as promising candidate traits for genome-wide association studies. Drought stress symptoms can be visualized, dissected and modelled. Especially the highly heritable regrowth rate, which had the biggest influence on biomass accumulation in stress treatment, seems promising for future studies to improve drought tolerance in different crop species. A proof of concept study revealed potential correlations between digital traits obtained from pot experiments under greenhouse conditions and agronomic traits from field experiments. Overall, non-invasive, imaging-based phenotyping platforms under greenhouse conditions offer excellent possibilities for trait discovery, trait development and industrial applications.


Subject(s)
Hordeum/growth & development , Image Processing, Computer-Assisted/methods , Biomass , Droughts , Gene-Environment Interaction , Hordeum/anatomy & histology , Hordeum/genetics , Hordeum/physiology , Models, Biological , Phenotype , Stress, Physiological , Water/physiology
18.
Proc Natl Acad Sci U S A ; 109(11): 4326-31, 2012 Mar 13.
Article in English | MEDLINE | ID: mdl-22371569

ABSTRACT

Time to flowering has an important impact on yield and has been a key trait in the domestication of crop plants and the spread of agriculture. In 1961, the cultivar Mari (mat-a.8) was the very first induced early barley (Hordeum vulgare L.) mutant to be released into commercial production. Mari extended the range of two-row spring barley cultivation as a result of its photoperiod insensitivity. Since its release, Mari or its derivatives have been used extensively across the world to facilitate short-season adaptation and further geographic range extension. By exploiting an extended historical collection of early-flowering mutants of barley, we identified Praematurum-a (Mat-a), the gene responsible for this key adaptive phenotype, as a homolog of the Arabidopsis thaliana circadian clock regulator Early Flowering 3 (Elf3). We characterized 87 induced mat-a mutant lines and identified >20 different mat-a alleles that had clear mutations leading to a defective putative ELF3 protein. Expression analysis of HvElf3 and Gigantea in mutant and wild-type plants demonstrated that mat-a mutations disturb the flowering pathway, leading to the early phenotype. Alleles of Mat-a therefore have important and demonstrated breeding value in barley but probably also in many other day-length-sensitive crop plants, where they may tune adaptation to different geographic regions and climatic conditions, a critical issue in times of global warming.


Subject(s)
Adaptation, Physiological/genetics , Circadian Clocks/genetics , Genes, Plant/genetics , Hordeum/growth & development , Hordeum/genetics , Mutation/genetics , Seasons , Agriculture , DNA, Plant/genetics , Flowers/genetics , Gene Expression Profiling , Gene Expression Regulation, Plant , Genetic Association Studies , Genetic Linkage , Hordeum/physiology , Molecular Sequence Data , Phenotype , Physical Chromosome Mapping , Plant Proteins/genetics , Plant Proteins/metabolism , Sequence Analysis, DNA , Synteny/genetics
19.
Plant Cell ; 23(4): 1249-63, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21467582

ABSTRACT

We used a novel approach that incorporated chromosome sorting, next-generation sequencing, array hybridization, and systematic exploitation of conserved synteny with model grasses to assign ~86% of the estimated ~32,000 barley (Hordeum vulgare) genes to individual chromosome arms. Using a series of bioinformatically constructed genome zippers that integrate gene indices of rice (Oryza sativa), sorghum (Sorghum bicolor), and Brachypodium distachyon in a conserved synteny model, we were able to assemble 21,766 barley genes in a putative linear order. We show that the barley (H) genome displays a mosaic of structural similarity to hexaploid bread wheat (Triticum aestivum) A, B, and D subgenomes and that orthologous genes in different grasses exhibit signatures of positive selection in different lineages. We present an ordered, information-rich scaffold of the barley genome that provides a valuable and robust framework for the development of novel strategies in cereal breeding.


Subject(s)
Chromosomes, Plant/genetics , Genome, Plant/genetics , Genomics/methods , Hordeum/genetics , Centromere/genetics , Evolution, Molecular , Gene Order/genetics , Gene Rearrangement/genetics , Genes, Plant/genetics , Models, Genetic , Oryza/genetics , Sequence Analysis, DNA , Triticum/genetics
20.
Funct Integr Genomics ; 13(3): 339-50, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23812960

ABSTRACT

Gene order is largely collinear in the small-grained cereals, a feature which has proved helpful in both marker development and positional cloning. The accuracy of a virtual gene order map ("genome zipper") for barley (Hordeum vulgare), developed by combining a genetic map of this species with a large number of gene locations obtained from the maps constructed in other grass species, was evaluated here both at the genome-wide level and at the fine scale in a representative segment of the genome. Comparing the whole genome "genome zipper" maps with a genetic map developed by using transcript-derived markers, yielded an accuracy of >94 %. The fine-scale comparison involved a 14 cM segment of chromosome arm 2HL. One hundred twenty-eight genes of the "genome zipper" interval were analysed. Over 95 % (45/47) of the polymorphic markers were genetically mapped and allocated to the expected region of 2HL, following the predicted order. A further 80 of the 128 genes were assigned to the correct chromosome arm 2HL by analysis of wheat-barley addition lines. All 128 gene-based markers developed were used to probe a barley bacterial artificial chromosome (BAC) library, delivering 26 BAC contigs from which all except two were anchored to the targeted zipper interval. The results demonstrate that the gene order predicted by the "genome zipper" is remarkably accurate and that the "genome zipper" represents a highly efficient informational resource for the systematic identification of gene-based markers and subsequent physical map anchoring of the barley genome.


Subject(s)
Genome, Plant , Hordeum/genetics , Physical Chromosome Mapping , Synteny/genetics , Chromosome Mapping , Expressed Sequence Tags , Oryza/genetics , Triticum/genetics
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