Genomic Analysis of Spanish Wheat Landraces Reveals Their Huge Potential for Breeding

Abstract Background One of the main goals for the XXI century breeding is the development of crop cultivars that can maintain current yields under unfavorable environments. Landraces that have been grown under varied local conditions include genetic diversity that will be essential to achieve this objective. The Center of Plant Genetic Resources of the Spanish Institute for Agriculture Research (CRF-INIA) holds a wide collection of wheat landraces. These accessions, locally adapted to a really wide diversity of eco-climatic conditions, represent a highly valuable material for breeding. However, their efficient use requires an exhaustive genetic characterization. The overall aim of this study was to assess the diversity and population structure of a selected set of 380 Spanish landraces and 52 reference varieties of bread and durum wheat by high-throughput genotyping. Results DArTseq GBS approach generated 10K SNPs and 40K DArT high-quality markers that were mapped against the currently available bread wheat reference genome. The markers with known location were distributed in all the chromosomes, having a relatively well-balanced genome-wide coverage. The genetic analysis showed that Spanish wheat landraces are clustered in different groups, thus representing genetic pools capable to provide different allelic variation. The subspecies had a major impact on the population structure of durum wheat landraces, identifying three different clusters that corresponded to subsps. durum, turgidum and dicoccon. The population structure of bread wheat landraces was more biased by geographic origin. Conclusions The results showed a wider genetic diversity in landraces when compared to a reference set that included commercial varieties, and a higher divergence between landraces and the reference set in durum wheat than in bread wheat. Some genomic regions with patterns of variation that differ between landraces and reference varieties could be detected, pointing out loci under selection during crop improvement that could help to target breeding efforts. The results obtained from this work will be highly valuable for future GWAS analysis.

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Genomic Analysis Of Spanish Wheat Landraces Reveals Their Variability And Potential For Breeding

10.21203/rs.2.9775/v3 ◽

2020 ◽

Author(s):

Laura Pascual ◽

Magdalena Ruiz ◽

Matilde López-Fernández ◽

Helena Pérez-Peña ◽

Elena Benavente ◽

...

Keyword(s):

Genetic Diversity ◽

Population Structure ◽

Durum Wheat ◽

Bread Wheat ◽

Plant Genetic Resources ◽

Crop Improvement ◽

Genome Wide Association Studies ◽

Reference Set ◽

Genome Wide ◽

Wheat Landraces

Abstract Background One of the main goals of the plant breeding in the 21 st century is the development of crop cultivars that can maintain current yields in unfavorable environments. Landraces that have been grown under varying local conditions include genetic diversity that will be essential to achieve this objective. The Center of Plant Genetic Resources of the Spanish Institute for Agriculture Research maintains a broad collection of wheat landraces. These accessions, which are locally adapted to diverse eco-climatic conditions, represent highly valuable materials for breeding. However, their efficient use requires an exhaustive genetic characterization. The overall aim of this study was to assess the diversity and population structure of a selected set of 380 Spanish landraces and 52 reference varieties of bread and durum wheat by high-throughput genotyping. Results The DArTseq GBS approach generated 10K SNPs and 40K high-quality DArT markers, which were located against the currently available bread and durum wheat reference genomes. The markers with known locations were distributed across all chromosomes with relatively well-balanced genome-wide coverage. The genetic analysis showed that the Spanish wheat landraces were clustered in different groups, thus representing genetic pools providing a range of allelic variation. The subspecies had a major impact on the population structure of the durum wheat landraces, with three distinct clusters that corresponded to subsps. durum , turgidum and dicoccon being identified. The population structure of bread wheat landraces was mainly biased by geographic origin. Conclusions The results showed broader genetic diversity in the landraces compared to a reference set that included commercial varieties and higher divergence between the landraces and the reference set in durum wheat than in bread wheat. The analyses revealed genomic regions whose patterns of variation were markedly different in the landraces and reference varieties, indicating loci that have been under selection during crop improvement, which could help to target breeding efforts. The results obtained from this work will provide a basis for future genome-wide association studies.

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Genomic Analysis Of Spanish Wheat Landraces Reveals Their Variability And Potential For Breeding

10.21203/rs.2.9775/v2 ◽

2019 ◽

Author(s):

Laura Pascual ◽

Magdalena Ruiz ◽

Matilde López-Fernández ◽

Helena Pérez-Peña ◽

Elena Benavente ◽

...

Keyword(s):

Genetic Diversity ◽

Population Structure ◽

Durum Wheat ◽

Bread Wheat ◽

Plant Genetic Resources ◽

Crop Improvement ◽

Genome Wide Association Studies ◽

Reference Set ◽

Genome Wide ◽

Wheat Landraces

Abstract Background One of the main goals of the plant breeding in the 21 st century is the development of crop cultivars that can maintain current yields in unfavorable environments. Landraces that have been grown under varying local conditions include genetic diversity that will be essential to achieve this objective. The Center of Plant Genetic Resources of the Spanish Institute for Agriculture Research maintains a broad collection of wheat landraces. These accessions, which are locally adapted to diverse eco-climatic conditions, represent highly valuable materials for breeding. However, their efficient use requires an exhaustive genetic characterization. The overall aim of this study was to assess the diversity and population structure of a selected set of 380 Spanish landraces and 52 reference varieties of bread and durum wheat by high-throughput genotyping. Results The DArTseq GBS approach generated 10K SNPs and 40K high-quality DArT markers, which were mapped against the currently available bread and durum wheat reference genomes. The markers with known locations were distributed across all chromosomes with relatively well-balanced genome-wide coverage. The genetic analysis showed that the Spanish wheat landraces were clustered in different groups, thus representing genetic pools providing a range of allelic variation. The subspecies had a major impact on the population structure of the durum wheat landraces, with three distinct clusters that corresponded to subsps. durum , turgidum and dicoccon being identified. The population structure of bread wheat landraces was mainly biased by geographic origin. Conclusions The results showed broader genetic diversity in the landraces compared to a reference set that included commercial varieties and higher divergence between the landraces and the reference set in durum wheat than in bread wheat. The analyses revealed genomic regions whose patterns of variation were markedly different in the landraces and reference varieties, indicating loci that have been under selection during crop improvement, which could help to target breeding efforts. The results obtained from this work will provide a basis for future genome-wide association studies.

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Genomic Analysis Of Spanish Wheat Landraces Reveals Their Variability And Potential For Breeding

10.21203/rs.2.9775/v4 ◽

2020 ◽

Author(s):

Laura Pascual ◽

Magdalena Ruiz ◽

Matilde López-Fernández ◽

Helena Pérez-Peña ◽

Elena Benavente ◽

...

Keyword(s):

Genetic Diversity ◽

Population Structure ◽

Durum Wheat ◽

Bread Wheat ◽

Plant Genetic Resources ◽

Crop Improvement ◽

Genome Wide Association Studies ◽

Reference Set ◽

Genome Wide ◽

Wheat Landraces

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Genetic Diversity and Population Structure Analysis of Triticum aestivum L. Landrace Panel from Afghanistan

Genes ◽

10.3390/genes12030340 ◽

2021 ◽

Vol 12 (3) ◽

pp. 340

Author(s):

Muhammad Massub Tehseen ◽

Deniz Istipliler ◽

Zakaria Kehel ◽

Carolina P. Sansaloni ◽

Marta da Silva Lopes ◽

...

Keyword(s):

Genetic Diversity ◽

Population Structure ◽

Genetic Distance ◽

Bread Wheat ◽

Structure Analysis ◽

Geographic Origin ◽

Climatic Conditions ◽

Population Structure Analysis ◽

North Eastern ◽

Wheat Landraces

Landraces are a potential source of genetic diversity and provide useful genetic resources to cope with the current and future challenges in crop breeding. Afghanistan is located close to the centre of origin of hexaploid wheat. Therefore, understanding the population structure and genetic diversity of Afghan wheat landraces is of enormous importance in breeding programmes for the development of high-yielding cultivars as well as broadening the genetic base of bread wheat. Here, a panel of 363 bread wheat landraces collected from seven north and north-eastern provinces of Afghanistan were evaluated for population structure and genetic diversity using single nucleotide polymorphic markers (SNPs). The genotyping-by-sequencing of studied landraces after quality control provided 4897 high-quality SNPs distributed across the genomes A (33.75%), B (38.73%), and D (27.50%). The population structure analysis was carried out by two methods using model-based STRUCTURE analysis and cluster-based discriminant analysis of principal components (DAPC). The analysis of molecular variance showed a higher proportion of variation within the sub-populations compared with the variation observed as a whole between sub-populations. STRUCTURE and DAPC analysis grouped the majority of the landraces from Badakhshan and Takhar together in one cluster and the landraces from Baghlan and Kunduz in a second cluster, which is in accordance with the micro-climatic conditions prevalent within the north-eastern agro-ecological zone. Genetic distance analysis was also studied to identify differences among the Afghan regions; the strongest correlation was observed for the Badakhshan and Takhar (0.003), whereas Samangan and Konarha (0.399) showed the highest genetic distance. The population structure and genetic diversity analysis highlighted the complex genetic variation present in the landraces which were highly correlated to the geographic origin and micro-climatic conditions within the agro-climatic zones of the landraces. The higher proportions of admixture could be attributed to historical unsupervised exchanges of seeds between the farmers of the central and north-eastern provinces of Afghanistan. The results of this study will provide useful information for genetic improvement in wheat and is essential for association mapping and genomic prediction studies to identify novel sources for resistance to abiotic and biotic stresses.

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Genetic diversity and GWAS of agronomic traits using an ICARDA lentil (Lens culinaris Medik.) Reference Plus collection

Plant Genetic Resources ◽

10.1017/s147926212100006x ◽

2021 ◽

pp. 1-10

Author(s):

Karthika Rajendran ◽

Clarice J. Coyne ◽

Ping Zheng ◽

Gopesh Saha ◽

Dorrie Main ◽

...

Keyword(s):

Genetic Diversity ◽

Lens Culinaris ◽

Agronomic Traits ◽

Plant Genetic Resources ◽

Crop Improvement ◽

Principal Component ◽

Genotyping By Sequencing ◽

Phenotypic Data ◽

Reference Set ◽

Genome Wide

Abstract Genotyping of lentil plant genetic resources holds the promise to increase the identification and utilization of useful genetic diversity for crop improvement. The International Center for Agriculture Research in the Dry Areas (ICARDA) lentil reference set plus collection of 176 accessions was genotyped using genotyping-by-sequencing (GBS) and 22,555 SNPs were identified. The population structure was investigated using Bayesian analysis (STRUCTURE, k = 3) and principal component analysis. The two methods are in concordance. Genome-wide association analysis (GWAS) using the filtered SNP set and ICARDA historical phenotypic data discovered putative markers for several agronomic traits including days to first flower, seeds per pod, seed weight and days to maturity. The genetic and genomic resources developed and utilized in this study are available to the research community interested in exploring the ICARDA reference set plus collection using GWAS.

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Genetic diversity of Ethiopian durum wheat landraces

PLoS ONE ◽

10.1371/journal.pone.0247016 ◽

2021 ◽

Vol 16 (2) ◽

pp. e0247016

Author(s):

Kefyalew Negisho ◽

Surafel Shibru ◽

Klaus Pillen ◽

Frank Ordon ◽

Gwendolin Wehner

Keyword(s):

Genetic Diversity ◽

Population Structure ◽

Gene Flow ◽

Genetic Differentiation ◽

Durum Wheat ◽

Total Variation ◽

Population Structure Analysis ◽

Wheat Landraces ◽

Wheat Lines ◽

Durum Wheat Landraces

Genetic diversity and population structure assessment in crops is essential for marker trait association, marker assisted breeding and crop germplasm conservation. We analyzed a set of 285 durum wheat accessions comprising 215 Ethiopian durum wheat landraces, 10 released durum wheat varieties, 10 advanced durum wheat lines from Ethiopia, and 50 durum wheat lines from CIMMYT. We investigated the genetic diversity and population structure for the complete panel as well as for the 215 landraces, separately based on 11,919 SNP markers with known physical positions. The whole panel was clustered into two populations representing on the one hand mainly the landraces, and on the other hand mainly released, advanced and CIMMYT lines. Further population structure analysis of the landraces uncovered 4 subgroups emphasizing the high degree of genetic diversity within Ethiopian durum landraces. Population structure based AMOVA for both sets unveiled significant (P < 0.001) variation between populations and within populations. Total variation within population accessions (81%, 76%) was higher than total variation between populations (19%, 24%) for both sets. Population structure analysis based genetic differentiation (FST) and gene flow (Nm) for the whole set and the Ethiopian landraces were 0.19 and 0.24, 1.04, and 0.81, respectively indicating high genetic differentiation and limited gene flow. Diversity indices verify that the landrace panel was more diverse with (I = 0.7, He = 0.46, uHe = 0.46) than the advanced lines (I = 0.6, He = 0.42, uHe = 0.42). Similarly, differences within the landrace clusters were observed. In summary a high genetic diversity within Ethiopian durum wheat landraces was detected, which may be a target for national and international wheat improvement programs to exploit valuable traits for biotic and abiotic stresses.

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Genetic variability and population structure of Saudi Arabia bread wheat (Triticum aestivum L.) by microsatellite markers

Genetika ◽

10.2298/gensr2003943a ◽

2020 ◽

Vol 52 (3) ◽

pp. 943-956

Author(s):

Ibrahem Almohisen

Keyword(s):

Genetic Diversity ◽

Triticum Aestivum ◽

Saudi Arabia ◽

Population Structure ◽

Genetic Variability ◽

Microsatellite Markers ◽

Bread Wheat ◽

Triticum Aestivum L ◽

Fixation Index ◽

Wheat Landraces

Almohisen A. Ibrahem (2020). Genetic variability and population structure of Saudi Arabia bread wheat (Triticum aestivum L.) by microsatellite markers- Genetika, Vol 52, No.3, 943-956. Wheat (Triticum aestivum L.) is an important cereal crop. Analysis of genetic diversity and population structure in local landraces would improve the wheat breeding program by more efficient use of genetic materials and management of genetic variation. To address this challenge, a set of thirteen Saudi Arabia wheat landraces was used to assess population structure and genetic diversity. Thirteen landraces were genotyped using eighteen microsatellite markers which revealed a clear polymorphism among these genotypes. In total, 136 alleles from a set of eighteen simple sequence repeats (SSRs) loci on a panel of thirteen wheat landraces were detected. All SSRs loci showed a wide range of allele numbers extended from 3 to 11 alleles with an average of 7.5. Genetic diversity, polymorphism information content and minor allele frequency ranged from 0.26 to 0.50, 0.23 to 0.37 and 0.15 to 0.46 with an average 0.43, 0.33 and 0.34, respectively. The results of principal coordinate analysis (PCoA) agreed with the structure analysis. Structure grouped the thirteen landraces into three clear subpopulations. The fixation index (Fst), a measure of population substructure, was 0.217, 0.432 and 0.541 for G2, G1, and G3, respectively. Furthermore, analysis of molecular variance recognized 35% variance among and 65% within populations. The present study showed a high genetic diversity between landraces which can be exploited to produce new bread wheat cultivars.

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Genetic diversity of high and low molecular weight glutenin subunits in Saharan bread and durum wheats from Algerian oases

Czech Journal of Genetics and Plant Breeding ◽

10.17221/105/2011-cjgpb ◽

2012 ◽

Vol 48 (No. 1) ◽

pp. 23-32 ◽

Cited By ~ 11

Author(s):

I. Bellil ◽

M. Chekara Bouziani ◽

D. Khelifi

Keyword(s):

Genetic Diversity ◽

Molecular Weight ◽

Durum Wheat ◽

Bread Wheat ◽

Allelic Variation ◽

Low Molecular Weight ◽

Glutenin Subunits ◽

Lmw Glutenin Subunits ◽

Genotypic Identification ◽

Diversity Studies

Saharan wheats have been studied particularly from a botanical viewpoint. Genotypic identification, classification and genetic diversity studies to date were essentially based on the morphology of the spike and grain. For this, the allelic variation at the glutenin loci was studied in a set of Saharan bread and durum wheats from Algerian oases where this crop has been traditionally cultivated. The high molecular weight and low molecular weight glutenin subunit composition of 40 Saharan bread and 30 durum wheats was determined by SDS-PAGE. In Saharan bread wheats 32 alleles at the six glutenin loci were detected, which in combination resulted in 36 different patterns including 17 for HMW and 23 for LMW glutenin subunits. For the Saharan durum wheats, 29 different alleles were identified for the five glutenin loci studied. Altogether, 29 glutenin patterns were detected, including 13 for HMW-GS and 20 for LMW-GS. Three new alleles were found in Saharan wheats, two in durum wheat at the Glu-B1 and Glu-B3 loci, and one in bread wheat at the Glu-B1 locus. The mean indices of genetic variation at the six loci in bread wheat and at the five loci in durum wheat were 0.59 and 0.63, respectively, showing that Saharan wheats were more diverse. This information could be useful to select Saharan varieties with improved quality and also as a source of genes to develop new lines when breeding for quality.

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Genetic Diversity and Population Structure of Serbian Barley (Hordeum vulgare L.) Collection during a 40-Year Long Breeding Period

Agronomy ◽

10.3390/agronomy11010118 ◽

2021 ◽

Vol 11 (1) ◽

pp. 118

Author(s):

Ljiljana Brbaklić ◽

Dragana Trkulja ◽

Sanja Mikić ◽

Milan Mirosavljević ◽

Vojislava Momčilović ◽

...

Keyword(s):

Genetic Diversity ◽

Population Structure ◽

Hordeum Vulgare ◽

Crop Improvement ◽

Genetic Erosion ◽

Breeding Period ◽

Phenotypic Variance ◽

Hordeum Vulgare L ◽

Phenotypic Data ◽

Breeding Material

Determination of genetic diversity and population structure of breeding material is an important prerequisite for discovering novel and valuable alleles aimed at crop improvement. This study’s main objective was to characterize genetic diversity and population structure of a collection representing a 40-year long historical period of barley (Hordeum vulgare L.) breeding, using microsatellites, pedigree, and phenotypic data. The set of 90 barley genotypes was phenotyped during three growing seasons and genotyped with 338 polymorphic alleles. The indicators of genetic diversity showed differentiation changes throughout the breeding periods. The population structure discriminated the breeding material into three distinctive groups. The principal coordinate analysis grouped the genotypes according to their growth habit and row type. An analysis of phenotypic variance (ANOVA) showed that almost all investigated traits varied significantly between row types, seasons, and breeding periods. A positive effect on yield progress during the 40-year long breeding period could be partly attributed to breeding for shorter plants, which reduced lodging and thus provided higher yield stability. The breeding material revealed a considerable diversity level based on microsatellite and phenotypic data without a tendency of genetic erosion throughout the breeding history and implied dynamic changes in genetic backgrounds, providing a great gene pool suitable for further barley improvement.

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Cross Species/Genera Transferability of SSR Markers, Genetic Diversity and Population Structure Analysis in Gladiolus (Gladiolus × grandiflorus L.) Genotypes

10.21203/rs.3.rs-673512/v1 ◽

2021 ◽

Author(s):

Varun Hiremath ◽

Kanwar Pal Singh ◽

Neelu Jain ◽

Kishan Swaroop ◽

Pradeep Kumar Jain ◽

...

Keyword(s):

Genetic Diversity ◽

Population Structure ◽

Ssr Markers ◽

Structure Analysis ◽

Genetic Relationships ◽

Crop Improvement ◽

Test Analysis ◽

Average Value ◽

Population Structure Analysis ◽

Genetic Diversity And Structure

Abstract Genetic diversity and structure analysis using molecular markers is necessary for efficient utilization and sustainable management of gladiolus germplasm. Genetic analysis of gladiolus germplasm using SSR markers is largely missing due to scarce genomic information. In the present investigation, we report 66.66% cross transferability of Gladiolus palustris SSRs whereas 48% of Iris EST-SSRs were cross transferable across the gladiolus genotypes used in the study. A total of 17 highly polymorphic SSRs revealed a total 58 polymorphic loci ranging from two to six in each locus with an average of 3.41 alleles per marker. PIC values ranged from 0.11 to 0.71 with an average value of 0.48. Four SSRs were selectively neutral based on Ewens-Watterson test. Analysis of genetic structure of 84 gladiolus genotypes divided whole germplasm into two subpopulations. 35 genotypes were assigned to subpopulation 1 whereas 37 to subpopulation 2 and rest of the genotypes recorded as admixture. Analysis of molecular variance indicated maximum variance (53.59%) among individuals within subpopulations whereas 36.55% of variation observed among individuals within total population. Least variation (9.86%) was noticed between two subpopulations. Moderate (FST = 0.10) genetic differentiation of two subpopulations was observed. Grouping pattern of population structure was consistent with UPGMA dendrogram based on simple matching dissimilarity coefficient (ranged from 01.6 to 0.89) and PCoA. Genetic relationships assessed among the genotypes of respective clusters assist the breeders in selecting desirable parents for crossing. SSR markers from present study can be utilized for cultivar identification, conservation and sustainable utilization of gladiolus genotypes for crop improvement.

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