Genome-Wide Analyses Reveal Footprints of Divergent Selection and Drought Adaptive Traits in Synthetic-Derived Wheats

Crop-wild introgressions have long been exploited without knowing the favorable recombination points. Synthetic hexaploid wheats are one of the most exploited genetic resources for bread wheat improvement. However, despite some QTL with major effects, much less is known about genome-wide patterns of...

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Main Authors: Fakiha Afzal, Huihui Li, Alvina Gul, Abid Subhani, Ahmad Ali, Abdul Mujeeb-Kazi, Francis Ogbonnaya, Richard Trethowan, Xianchun Xia, Zhonghu He, Awais Rasheed
Format: Article
Language:English
Published: Oxford University Press 2019-06-01
Series:G3: Genes, Genomes, Genetics
Subjects:
Online Access:http://g3journal.org/lookup/doi/10.1534/g3.119.400010
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spelling doaj-2d9e647be07a4e97b90bee7c9a69601e2021-07-02T16:06:12ZengOxford University PressG3: Genes, Genomes, Genetics2160-18362019-06-01961957197310.1534/g3.119.40001017Genome-Wide Analyses Reveal Footprints of Divergent Selection and Drought Adaptive Traits in Synthetic-Derived WheatsFakiha AfzalHuihui LiAlvina GulAbid SubhaniAhmad AliAbdul Mujeeb-KaziFrancis OgbonnayaRichard TrethowanXianchun XiaZhonghu HeAwais RasheedCrop-wild introgressions have long been exploited without knowing the favorable recombination points. Synthetic hexaploid wheats are one of the most exploited genetic resources for bread wheat improvement. However, despite some QTL with major effects, much less is known about genome-wide patterns of introgressions and their effects on phenotypes. We used two genome-wide association approaches: SNP-GWAS and haplotype-GWAS to identify SNPs and haplotypes associated with productivity under water-limited conditions in a synthetic-derived wheat (SYN-DER) population. Haplotype-GWAS further enriched and identified 20 more genomic regions associated with drought adaptability that did not overlap with SNP-GWAS. Since GWAS is biased to the phenotypes in the study and may fail to detect important genetic diversity during breeding, we used five complementary analytical approaches (t-test, Tajima’s D, nucleotide diversity (π), Fst, and EigenGWAS) to identify divergent selections in SYN-DER compared to modern bread wheat. These approaches consistently pinpointed 89 ‘selective sweeps’, out of which 30 selection loci were identified on D-genome. These key selections co-localized with important functional genes of adaptive traits such as TaElf3-D1 (1D) for earliness per se (Eps), TaCKX-D1 (3D), TaGS1a (6D) and TaGS-D1 (7D) for grain size, weight and morphology, TaCwi-D1 (5D) influencing drought tolerance, and Vrn-D3 (7D) for vernalization. Furthermore, 55 SNPs and 23 haplotypes of agronomic and physiological importance such as grain yield, relative water content and thousand grain weight in SYN-DER, were among the top 5% of divergent selections contributed by synthetic hexaploid wheats. These divergent selections associated with improved agronomic performance carry new alleles that have been introduced to wheat. Our results demonstrated that GWAS and selection sweep analyses are powerful approaches for investigating favorable introgressions under strong selection pressure and the use of crop-wild hybridization to assist the improvement of wheat yield and productivity under moisture limiting environments.http://g3journal.org/lookup/doi/10.1534/g3.119.400010synthetic-derived wheats (SYN-DER)genome-wide association studies (GWAS)single nucleotide polymorphisms (SNPs)haplotype analysisselective sweeps
collection DOAJ
language English
format Article
sources DOAJ
author Fakiha Afzal
Huihui Li
Alvina Gul
Abid Subhani
Ahmad Ali
Abdul Mujeeb-Kazi
Francis Ogbonnaya
Richard Trethowan
Xianchun Xia
Zhonghu He
Awais Rasheed
spellingShingle Fakiha Afzal
Huihui Li
Alvina Gul
Abid Subhani
Ahmad Ali
Abdul Mujeeb-Kazi
Francis Ogbonnaya
Richard Trethowan
Xianchun Xia
Zhonghu He
Awais Rasheed
Genome-Wide Analyses Reveal Footprints of Divergent Selection and Drought Adaptive Traits in Synthetic-Derived Wheats
G3: Genes, Genomes, Genetics
synthetic-derived wheats (SYN-DER)
genome-wide association studies (GWAS)
single nucleotide polymorphisms (SNPs)
haplotype analysis
selective sweeps
author_facet Fakiha Afzal
Huihui Li
Alvina Gul
Abid Subhani
Ahmad Ali
Abdul Mujeeb-Kazi
Francis Ogbonnaya
Richard Trethowan
Xianchun Xia
Zhonghu He
Awais Rasheed
author_sort Fakiha Afzal
title Genome-Wide Analyses Reveal Footprints of Divergent Selection and Drought Adaptive Traits in Synthetic-Derived Wheats
title_short Genome-Wide Analyses Reveal Footprints of Divergent Selection and Drought Adaptive Traits in Synthetic-Derived Wheats
title_full Genome-Wide Analyses Reveal Footprints of Divergent Selection and Drought Adaptive Traits in Synthetic-Derived Wheats
title_fullStr Genome-Wide Analyses Reveal Footprints of Divergent Selection and Drought Adaptive Traits in Synthetic-Derived Wheats
title_full_unstemmed Genome-Wide Analyses Reveal Footprints of Divergent Selection and Drought Adaptive Traits in Synthetic-Derived Wheats
title_sort genome-wide analyses reveal footprints of divergent selection and drought adaptive traits in synthetic-derived wheats
publisher Oxford University Press
series G3: Genes, Genomes, Genetics
issn 2160-1836
publishDate 2019-06-01
description Crop-wild introgressions have long been exploited without knowing the favorable recombination points. Synthetic hexaploid wheats are one of the most exploited genetic resources for bread wheat improvement. However, despite some QTL with major effects, much less is known about genome-wide patterns of introgressions and their effects on phenotypes. We used two genome-wide association approaches: SNP-GWAS and haplotype-GWAS to identify SNPs and haplotypes associated with productivity under water-limited conditions in a synthetic-derived wheat (SYN-DER) population. Haplotype-GWAS further enriched and identified 20 more genomic regions associated with drought adaptability that did not overlap with SNP-GWAS. Since GWAS is biased to the phenotypes in the study and may fail to detect important genetic diversity during breeding, we used five complementary analytical approaches (t-test, Tajima’s D, nucleotide diversity (π), Fst, and EigenGWAS) to identify divergent selections in SYN-DER compared to modern bread wheat. These approaches consistently pinpointed 89 ‘selective sweeps’, out of which 30 selection loci were identified on D-genome. These key selections co-localized with important functional genes of adaptive traits such as TaElf3-D1 (1D) for earliness per se (Eps), TaCKX-D1 (3D), TaGS1a (6D) and TaGS-D1 (7D) for grain size, weight and morphology, TaCwi-D1 (5D) influencing drought tolerance, and Vrn-D3 (7D) for vernalization. Furthermore, 55 SNPs and 23 haplotypes of agronomic and physiological importance such as grain yield, relative water content and thousand grain weight in SYN-DER, were among the top 5% of divergent selections contributed by synthetic hexaploid wheats. These divergent selections associated with improved agronomic performance carry new alleles that have been introduced to wheat. Our results demonstrated that GWAS and selection sweep analyses are powerful approaches for investigating favorable introgressions under strong selection pressure and the use of crop-wild hybridization to assist the improvement of wheat yield and productivity under moisture limiting environments.
topic synthetic-derived wheats (SYN-DER)
genome-wide association studies (GWAS)
single nucleotide polymorphisms (SNPs)
haplotype analysis
selective sweeps
url http://g3journal.org/lookup/doi/10.1534/g3.119.400010
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