Genome-wide association mapping of salinity tolerance in rice (Oryza sativa)

被引:212
作者
Kumar, Vinod [1 ]
Singh, Anshuman [1 ]
Mithra, S. V. Amitha [1 ]
Krishnamurthy, S. L. [2 ]
Parida, Swarup K. [1 ]
Jain, Sourabh [1 ]
Tiwari, Kapil K. [1 ]
Kumar, Pankaj [1 ]
Rao, Atmakuri R. [3 ]
Sharma, S. K. [2 ]
Khurana, Jitendra P. [4 ]
Singh, Nagendra K. [1 ]
Mohapatra, Trilochan [1 ,5 ]
机构
[1] Natl Res Ctr Plant Biotechnol, New Delhi 110012, India
[2] Cent Soil Salin Res Inst, Karnal 132001, Haryana, India
[3] Indian Agr Res Inst, New Delhi 110012, India
[4] Univ Delhi, New Delhi 110021, India
[5] Cent Rice Res Inst, Cuttack 753006, Odisha, India
关键词
genome-wide association study; infinium genotyping assay; rice; salt tolerance; single-nucleotide polymorphism; SALT-TOLERANCE; YIELD COMPONENTS; COMPLEX TRAITS; LINKAGE DISEQUILIBRIUM; POPULATION-STRUCTURE; INTROGRESSION LINES; STRESS; GENES; ARABIDOPSIS; DROUGHT;
D O I
10.1093/dnares/dsu046
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Salinity tolerance in rice is highly desirable to sustain production in areas rendered saline due to various reasons. It is a complex quantitative trait having different components, which can be dissected effectively by genome-wide association study (GWAS). Here, we implemented GWAS to identify loci controlling salinity tolerance in rice. A custom-designed array based on 6,000 single nucleotide polymorphisms (SNPs) in as many stress-responsive genes, distributed at an average physical interval of <100 kb on 12 rice chromosomes, was used to genotype 220 rice accessions using Infinium high-throughput assay. Genetic association was analysed with 12 different traits recorded on these accessions under field conditions at reproductive stage. We identified 20 SNPs (loci) significantly associated with Na+/K+ ratio, and 44 SNPs with other traits observed under stress condition. The loci identified for various salinity indices through GWAS explained 5-18% of the phenotypic variance. The region harbouring Saltol, a major quantitative trait loci (QTLs) on chromosome 1 in rice, which is known to control salinity tolerance at seedling stage, was detected as a major association with Na+/K+ ratio measured at reproductive stage in our study. In addition to Saltol, we also found GWAS peaks representing new QTLs on chromosomes 4, 6 and 7. The current association mapping panel contained mostly indica accessions that can serve as source of novel salt tolerance genes and alleles. The gene-based SNP array used in this study was found cost-effective and efficient in unveiling genomic regions/candidate genes regulating salinity stress tolerance in rice.
引用
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页码:133 / 145
页数:13
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