Identification of 50 K Illumina-chip SNPs associated with resistance to spot blotch in barley

Abstract Background Spot blotch, caused by Cochliobolus sativus, is one of the most widespread and harmful diseases in barley. Identification of genetic loci associated with resistance to C. sativus is of importance for future marker-assisted selection. The goal of the current study was to identify...

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Main Authors: Irina V. Bykova, Nina M. Lashina, Vadim M. Efimov, Olga S. Afanasenko, Elena K. Khlestkina
Format: Article
Language:English
Published: BMC 2017-12-01
Series:BMC Plant Biology
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12870-017-1198-9
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spelling doaj-faad35bb6d434b4186639698c38aac9d2020-11-24T23:51:51ZengBMCBMC Plant Biology1471-22292017-12-0117S29510310.1186/s12870-017-1198-9Identification of 50 K Illumina-chip SNPs associated with resistance to spot blotch in barleyIrina V. Bykova0Nina M. Lashina1Vadim M. Efimov2Olga S. Afanasenko3Elena K. Khlestkina4Institute of Cytology and Genetics of the Siberian Branch of the Russian Academy of SciencesAll-Russian Research Institute for Plant ProtectionInstitute of Cytology and Genetics of the Siberian Branch of the Russian Academy of SciencesAll-Russian Research Institute for Plant ProtectionInstitute of Cytology and Genetics of the Siberian Branch of the Russian Academy of SciencesAbstract Background Spot blotch, caused by Cochliobolus sativus, is one of the most widespread and harmful diseases in barley. Identification of genetic loci associated with resistance to C. sativus is of importance for future marker-assisted selection. The goal of the current study was to identify loci conferring seedling resistance to two different pathotypes of C. sativus in the Siberian spring barley core collection. Results A total of 96 spring barley cultivars and lines were phenotyped at the seedling stage with two C. sativus isolates (Kr2 and Ch3). According to the Fetch-Steffenson rating scale 16%/17% of genotypes were resistant and 26%/30% were moderate-resistant to the Kr2/Ch3 isolates respectively. A total of 94 genotypes were analyzed with the barley 50 K Illumina Infinium iSELECT assay. From 44,040 SNPs, 40,703 were scorable, from which 39,140 were polymorphic. 27,319 SNPs passed filtering threshold and were used for association mapping. Data analysis by GLM revealed 48 and 41 SNPs for Kr2 and Ch3 isolates, respectively. After application of 5% Bonferroni multiple test correction, only 3 and 27 SNPs were identified, respectively. A total of three genomic regions were associated with the resistance. The region on chromosome 3H associated with Ch3-resistance was expanded between markers SCRI_RS_97417 and JHI-Hv50k-2016-158003 and included 11 SNPs, from which JHI-Hv50k-2016-157070, JHI-Hv50k-2016-156842 had the lowest p-values. These two SNPs were also significant in case of Kr2 isolate. The region on chromosome 2H included 16 loci (7 of them with the lowest p-values were tightly linked to BOPA2_12_11504). Three loci corresponding to this region had suggestive p-values in case of Kr2 tests, so the locus on chromosome 2H may also contribute to resistance to Kr2 isolate. The third region with significant p-value in case of Kr2 tests was identified on chromosome 1H at the locus JHI-Hv50k-2016-33568. Conclusions Three genomic regions associated with the resistance to one or both isolates of C. sativus were identified via screening of the Siberian spring barley core collection. Comparison of their location with QTLs revealed previously either with biparental mapping populations studies or with GWAS of distinct germplasm and other isolates, demonstrated that resistance to isolates Kr2 and Ch3 is conferred by known spot blotch resistance loci. Information on SNPs related can be used further for development of DNA-markers convenient for diagnostics of resistance-associated alleles in barley breeding programs.http://link.springer.com/article/10.1186/s12870-017-1198-9Association mappingBarleyCochliobolus sativusGWASHordeum vulgareResistance
collection DOAJ
language English
format Article
sources DOAJ
author Irina V. Bykova
Nina M. Lashina
Vadim M. Efimov
Olga S. Afanasenko
Elena K. Khlestkina
spellingShingle Irina V. Bykova
Nina M. Lashina
Vadim M. Efimov
Olga S. Afanasenko
Elena K. Khlestkina
Identification of 50 K Illumina-chip SNPs associated with resistance to spot blotch in barley
BMC Plant Biology
Association mapping
Barley
Cochliobolus sativus
GWAS
Hordeum vulgare
Resistance
author_facet Irina V. Bykova
Nina M. Lashina
Vadim M. Efimov
Olga S. Afanasenko
Elena K. Khlestkina
author_sort Irina V. Bykova
title Identification of 50 K Illumina-chip SNPs associated with resistance to spot blotch in barley
title_short Identification of 50 K Illumina-chip SNPs associated with resistance to spot blotch in barley
title_full Identification of 50 K Illumina-chip SNPs associated with resistance to spot blotch in barley
title_fullStr Identification of 50 K Illumina-chip SNPs associated with resistance to spot blotch in barley
title_full_unstemmed Identification of 50 K Illumina-chip SNPs associated with resistance to spot blotch in barley
title_sort identification of 50 k illumina-chip snps associated with resistance to spot blotch in barley
publisher BMC
series BMC Plant Biology
issn 1471-2229
publishDate 2017-12-01
description Abstract Background Spot blotch, caused by Cochliobolus sativus, is one of the most widespread and harmful diseases in barley. Identification of genetic loci associated with resistance to C. sativus is of importance for future marker-assisted selection. The goal of the current study was to identify loci conferring seedling resistance to two different pathotypes of C. sativus in the Siberian spring barley core collection. Results A total of 96 spring barley cultivars and lines were phenotyped at the seedling stage with two C. sativus isolates (Kr2 and Ch3). According to the Fetch-Steffenson rating scale 16%/17% of genotypes were resistant and 26%/30% were moderate-resistant to the Kr2/Ch3 isolates respectively. A total of 94 genotypes were analyzed with the barley 50 K Illumina Infinium iSELECT assay. From 44,040 SNPs, 40,703 were scorable, from which 39,140 were polymorphic. 27,319 SNPs passed filtering threshold and were used for association mapping. Data analysis by GLM revealed 48 and 41 SNPs for Kr2 and Ch3 isolates, respectively. After application of 5% Bonferroni multiple test correction, only 3 and 27 SNPs were identified, respectively. A total of three genomic regions were associated with the resistance. The region on chromosome 3H associated with Ch3-resistance was expanded between markers SCRI_RS_97417 and JHI-Hv50k-2016-158003 and included 11 SNPs, from which JHI-Hv50k-2016-157070, JHI-Hv50k-2016-156842 had the lowest p-values. These two SNPs were also significant in case of Kr2 isolate. The region on chromosome 2H included 16 loci (7 of them with the lowest p-values were tightly linked to BOPA2_12_11504). Three loci corresponding to this region had suggestive p-values in case of Kr2 tests, so the locus on chromosome 2H may also contribute to resistance to Kr2 isolate. The third region with significant p-value in case of Kr2 tests was identified on chromosome 1H at the locus JHI-Hv50k-2016-33568. Conclusions Three genomic regions associated with the resistance to one or both isolates of C. sativus were identified via screening of the Siberian spring barley core collection. Comparison of their location with QTLs revealed previously either with biparental mapping populations studies or with GWAS of distinct germplasm and other isolates, demonstrated that resistance to isolates Kr2 and Ch3 is conferred by known spot blotch resistance loci. Information on SNPs related can be used further for development of DNA-markers convenient for diagnostics of resistance-associated alleles in barley breeding programs.
topic Association mapping
Barley
Cochliobolus sativus
GWAS
Hordeum vulgare
Resistance
url http://link.springer.com/article/10.1186/s12870-017-1198-9
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