scholarly journals Genome-wide association study of resistance to stripe rust (Puccinia striiformis f. sp. tritici) in Sichuan wheat

2019 ◽  
Vol 19 (1) ◽  
Author(s):  
Xueling Ye ◽  
Jian Li ◽  
Yukun Cheng ◽  
Fangjie Yao ◽  
Li Long ◽  
...  
Keyword(s):  
Association Study ◽  
Stripe Rust ◽  
Genome Wide Association Study ◽  
Puccinia Striiformis ◽  
Genome Wide Association ◽  
Genome Wide

scholarly journals Genome-wide association study reveals new loci for yield-related traits in Sichuan wheat germplasm under stripe rust stress

2019 ◽  
Author(s):  
Xueling Ye ◽  
Jian Li ◽  
Yukun Cheng ◽  
Fangjie Yao ◽  
Li Long ◽  
...  
Keyword(s):  
Association Study ◽  
Candidate Genes ◽  
Stripe Rust ◽  
Genome Wide Association Study ◽  
Puccinia Striiformis ◽  
Kernel Weight ◽  
Genome Wide Association ◽  
Genome Wide ◽  
Meristem Development ◽  
The World

Abstract Background As one of the most important food crops in the world, increasing wheat (Triticum aestivum L.) yield is an urgent task for global food security under the continuous threat of stripe rust (caused by Puccinia striiformis f. sp. tritici) in many regions of the world. Molecular marker-assisted breeding is one of the most efficient ways to increase yield. Here, we identified loci associated to multi-environmental yield-related traits under stripe rust stress in 244 wheat accessions from Sichuan Province through genome-wide association study (GWAS) using 44059 polymorphic markers from the 55K single nucleotide polymorphism (SNP) chip. Results A total of 13 stable quantitative trait loci (QTLs) were found to be highly associating to yield-related traits, including 6 for spike length (SL), 3 for thousand-kernel weight (TKW), 2 for kernel weight per spike (KWPS), and 2 for both TKW and KWPS, in at least two test environments under stripe rust stress conditions. Of them, ten QTLs were overlapped or very close to the reported QTLs, three QTLs, QSL.sicau-1AL, QTKW.sicau-4AL, and QKWPS.sicau-4AL.1, were potentially novel through the physical location comparison with previous QTLs. Further, twenty-one candidate genes within three potentially novel QTLs were identified, they were mainly involved in the regulation of phytohormone, cell division and proliferation, meristem development, plant or organ development, and carbohydrate transport. Conclusions QTLs and candidate genes detected in our study for yield-related traits under stripe rust stress will facilitate elucidating genetic basis of yield-related trait and could be used in marker-assisted selection in wheat yield breeding.

scholarly journals Genome-wide association study reveals new loci for yield-related traits in Sichuan wheat germplasm under stripe rust stress

2019 ◽  
Author(s):  
Xueling Ye ◽  
Jian Li ◽  
Yukun Cheng ◽  
Fangjie Yao ◽  
Li Long ◽  
...  
Keyword(s):  
Association Study ◽  
Candidate Genes ◽  
Stripe Rust ◽  
Genome Wide Association Study ◽  
Puccinia Striiformis ◽  
Kernel Weight ◽  
Genome Wide Association ◽  
Genome Wide ◽  
Meristem Development ◽  
The World

Abstract Background As one of the most important food crops in the world, increasing wheat (Triticum aestivum L.) yield is an urgent task for global food security under the continuous threat of stripe rust (caused by Puccinia striiformis f. sp. tritici) in many regions of the world. Molecular marker-assisted breeding is one of the most efficient ways to increase yield. Here, we identified loci associated to multi-environmental yield-related traits under stripe rust stress in 244 wheat accessions from Sichuan Province through genome-wide association study (GWAS) using 44059 polymorphic markers from the 55K single nucleotide polymorphism (SNP) chip. Results A total of 13 stable quantitative trait loci (QTLs) were found to be highly associating to yield-related traits, including 6 for spike length (SL), 3 for thousand-kernel weight (TKW), 2 for kernel weight per spike (KWPS), and 2 for both TKW and KWPS, in at least two test environments under stripe rust stress conditions. Of them, ten QTLs were overlapped or very close to the reported QTLs, three QTLs, QSL.sicau-1AL, QTKW.sicau-4AL, and QKWPS.sicau-4AL.1, were potentially novel through the physical location comparison with previous QTLs. Further, twenty-one candidate genes within three potentially novel QTLs were identified, they were mainly involved in the regulation of phytohormone, cell division and proliferation, meristem development, plant or organ development, and carbohydrate transport. Conclusions QTLs and candidate genes detected in our study for yield-related traits under stripe rust stress will facilitate elucidating genetic basis of yield-related trait and could be used in marker-assisted selection in wheat yield breeding.

scholarly journals Genome-wide association study reveals new loci for yield-related traits in Sichuan wheat germplasm under stripe rust stress

2019 ◽  
Author(s):  
Xueling Ye ◽  
Jian Li ◽  
Yukun Cheng ◽  
Fangjie Yao ◽  
Li Long ◽  
...  
Keyword(s):  
Association Study ◽  
Candidate Genes ◽  
Stripe Rust ◽  
Genome Wide Association Study ◽  
Puccinia Striiformis ◽  
Kernel Weight ◽  
Genome Wide Association ◽  
Genome Wide ◽  
Meristem Development ◽  
The World

Abstract Background As one of the most important food crops in the world, increasing wheat (Triticum aestivum L.) yield is an urgent task for global food security under the continuous threat of stripe rust (caused by Puccinia striiformis f. sp. tritici) in many regions of the world. Molecular marker-assisted breeding is one of the most efficient ways to increase yield. Here, we identified loci associated to multi-environmental yield-related traits under stripe rust stress in 244 wheat accessions from Sichuan Province through genome-wide association study (GWAS) using 44059 polymorphic markers from the 55K single nucleotide polymorphism (SNP) chip. Results A total of 13 stable quantitative trait loci (QTLs) were found to be highly associating to yield-related traits, including 6 for spike length (SL), 3 for thousand-kernel weight (TKW), 2 for kernel weight per spike (KWPS), and 2 for both TKW and KWPS, in at least two test environments under stripe rust stress conditions. Of them, ten QTLs were overlapped or very close to the reported QTLs, three QTLs, QSL.sicau-1AL, QTKW.sicau-4AL, and QKWPS.sicau-4AL.1, were potentially novel through the physical location comparison with previous QTLs. Further, twenty-one candidate genes within three potentially novel QTLs were identified, they were mainly involved in the regulation of phytohormone, cell division and proliferation, meristem development, plant or organ development, and carbohydrate transport. Conclusions QTLs and candidate genes detected in our study for yield-related traits under stripe rust stress will facilitate elucidating genetic basis of yield-related trait and could be used in marker-assisted selection in wheat yield breeding.

scholarly journals A Genome-Wide Association Study of Resistance to Stripe Rust (Puccinia striiformis f. sp. tritici) in a Worldwide Collection of Hexaploid Spring Wheat (Triticum aestivum L.)

2015 ◽  
Vol 5 (3) ◽  
pp. 449-465 ◽  
Author(s):  
Marco Maccaferri ◽  
Junli Zhang ◽  
Peter Bulli ◽  
Zewdie Abate ◽  
Shiaoman Chao ◽  
...  
Keyword(s):  
Association Study ◽  
Stripe Rust ◽  
Spring Wheat ◽  
Resistance Genes ◽  
Genome Wide Association Study ◽  
Puccinia Striiformis ◽  
Infection Type ◽  
Genome Wide Association ◽  
Genome Wide ◽  
A Genome

Abstract New races of Puccinia striiformis f. sp. tritici (Pst), the causal pathogen of wheat stripe rust, show high virulence to previously deployed resistance genes and are responsible for large yield losses worldwide. To identify new sources of resistance we performed a genome-wide association study (GWAS) using a worldwide collection of 1000 spring wheat accessions. Adult plants were evaluated under field conditions in six environments in the western United States, and seedlings were tested with four Pst races. A single-nucleotide polymorphism (SNP) Infinium 9K-assay provided 4585 SNPs suitable for GWAS. High correlations among environments and high heritabilities were observed for stripe rust infection type and severity. Greater levels of Pst resistance were observed in a subpopulation from Southern Asia than in other groups. GWAS identified 97 loci that were significant for at least three environments, including 10 with an experiment-wise adjusted Bonferroni probability < 0.10. These 10 quantitative trait loci (QTL) explained 15% of the phenotypic variation in infection type, a percentage that increased to 45% when all QTL were considered. Three of these 10 QTL were mapped far from previously identified Pst resistance genes and QTL, and likely represent new resistance loci. The other seven QTL mapped close to known resistance genes and allelism tests will be required to test their relationships. In summary, this study provides an integrated view of stripe rust resistance resources in spring wheat and identifies new resistance loci that will be useful to diversify the current set of resistance genes deployed to control this devastating disease.

scholarly journals Genome-wide association study reveals new loci for yield-related traits in Sichuan wheat germplasm under stripe rust stress

2019 ◽  
Author(s):  
Xueling Ye ◽  
Jian Li ◽  
Yukun Cheng ◽  
Fangjie Yao ◽  
Li Long ◽  
...  
Keyword(s):  
Association Study ◽  
Candidate Genes ◽  
Stripe Rust ◽  
Genome Wide Association Study ◽  
Puccinia Striiformis ◽  
Kernel Weight ◽  
Genome Wide Association ◽  
Genome Wide ◽  
Meristem Development ◽  
The World

Abstract Background As one of the most important food crops in the world, increasing wheat (Triticum aestivum L.) yield is an urgent task for global food security under the continuous threat of stripe rust (caused by Puccinia striiformis f. sp. tritici) in many regions of the world. Molecular marker-assisted breeding is one of the most efficient ways to increase yield. Here, we identified loci associated to multi-environmental yield-related traits under stripe rust stress in 244 wheat accessions from Sichuan Province through genome-wide association study (GWAS) using 44059 polymorphic markers from the 55K single nucleotide polymorphism (SNP) chip. Results A total of 13 stable quantitative trait loci (QTLs) were found to be highly associating to yield-related traits, including 6 for spike length (SL), 3 for thousand-kernel weight (TKW), 2 for kernel weight per spike (KWPS), and 2 for both TKW and KWPS, in at least two test environments under stripe rust stress conditions. Of them, ten QTLs were overlapped or very close to the reported QTLs, three QTLs, QSL.sicau-1AL, QTKW.sicau-4AL, and QKWPS.sicau-4AL.1, were potentially novel through the physical location comparison with previous QTLs. Further, twenty-one candidate genes within three potentially novel QTLs were identified, they were mainly involved in the regulation of phytohormone, cell division and proliferation, meristem development, plant or organ development, and carbohydrate transport. Conclusions QTLs and candidate genes detected in our study for yield-related traits under stripe rust stress will facilitate elucidating genetic basis of yield-related trait and could be used in marker-assisted selection in wheat yield breeding.

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