Genome-Wide Detection of SNP Markers Associated with Four Physiological Traits in Groundnut (Arachis hypogaea L.) Mini Core Collection

被引:14
|
作者
Shaibu, Abdulwahab S. [1 ,2 ]
Sneller, Clay [3 ]
Motagi, Babu N. [4 ,5 ,6 ]
Chepkoech, Jackline [7 ]
Chepngetich, Mercy [7 ]
Miko, Zainab L. [1 ]
Isa, Adamu M. [8 ]
Ajeigbe, Hakeem A. [4 ]
Mohammed, Sanusi G. [1 ,9 ]
机构
[1] Bayero Univ, Dept Agron, Kano 700001, Nigeria
[2] Chinese Acad Agr Sci, Inst Crop Sci, MOA Key Lab Soybean Biol Beijing, Natl Engn Lab Crop Mol Breeding, Beijing 100081, Peoples R China
[3] Ohio State Univ, Dept Hort & Crop Sci, Wooster, OH 43210 USA
[4] Int Crops Res Inst Semi Arid Trop, Kano 700001, Nigeria
[5] Coll Agr, Dept Genet & Plant Breeding, Vijayapur 586101, India
[6] Univ Agr Sci, Dharwad 580005, Karnataka, India
[7] Int Livestock Inst, Biosci East & Cent Africa, Integrated Genotyping Serv & Support Platform, Nairobi 00100, Kenya
[8] Usmanu Danfodiyo Univ, Dept Anim Sci, Sokoto 840231, Nigeria
[9] Bayero Univ, Ctr Dryland Agr, Kano 700001, Nigeria
来源
AGRONOMY-BASEL | 2020年 / 10卷 / 02期
关键词
DArTseq; groundnut; linkage disequilibrium; marker-assisted selection; marker-trait association; physiological traits; PEANUT; YIELD; RESISTANCE; SEQUENCES;
D O I
10.3390/agronomy10020192
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
In order to integrate genomics in breeding and development of drought-tolerant groundnut genotypes, identification of genomic regions/genetic markers for drought surrogate traits is essential. We used 3249 diversity array technology sequencing (DArTSeq) markers for a genetic analysis of 125 ICRISAT groundnut mini core collection evaluated in 2015 and 2017 for genome-wide marker-trait association for some physiological traits and to determine the magnitude of linkage disequilibrium (LD). Marker-trait association (MTA) analysis, probability values, and percent variation modelled by the markers were calculated using the GAPIT package via the KDCompute interface. The LD analysis showed that about 36% of loci pairs were in significant LD (p < 0.05 and r(2) > 0.2) and 3.14% of the pairs were in complete LD. The MTAs studies revealed 20 significant MTAs (p < 0.001) with 11 markers. Four MTAs were identified for leaf area index, 13 for canopy temperature, one for chlorophyll content and two for normalized difference vegetation index. The markers explained 20.8% to 6.6% of the phenotypic variation observed. Most of the MTAs identified on the A subgenome were also identified on the respective homeologous chromosome on the B subgenome. This could be due to a common ancestor of the A and B genome which explains the linkage detected between markers lying on different chromosomes. The markers identified in this study can serve as useful genomic resources to initiate marker-assisted selection and trait introgression of groundnut for drought tolerance after further validation.
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页数:14
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