Genome wide association studies for sorghum shoot fly and red leaf spot resistance
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Date
2024
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Punjab Agricultural University
Abstract
The present study was conducted for the assessment of shoot fly and red leaf spot resistance and discovery of markers and candidate genes associated with target traits in Sorghum bicolor across years and locations. A diversity set of 121 germplasm lines, acquired from ICRISAT and IIMR, was evaluated under two environments (two locations – Ludhiana (2020-21 and 2021-22) and Faridkot (2021-22)) for shoot fly whereas at Ludhiana for two years kharif 2020-21 and 2021-22 for red leaf spot disease. The germplasm lines were evaluated for nine morphological traits for shoot fly representing- per cent dead heart formation (DH), glossiness(GL), leaf sheath pigmentation (LSP), plants infested with eggs (PWE), number of eggs per plant (PPE), seedling vigour (SV), seedling height (SDH), plant height (PH) and number of tillers (TL). Significant genetic and genotype x environment interaction variance was observed for all test traits. Ten genotypes viz., IC 288122, IS 7657, IS 7663, IS 7745, IS 8155,
IS 8282, IS 8256, IS 8348, IS 8230 and SSV 17 were found resistant and gave stable performance across all environments. Resistant genotype IS 8348 was selected for generation of bi-parental cross with susceptible genotype IS 7017. Similarly, disease score and area under disease progressive curve was used for assessment of red leaf spot disease. Significant genetic variance and genotype x environment interaction variance was observed for disease score under both the environments. Four lines viz., IS 7017, IS 8015, IS 8256 and SCL 4 were free from infection, indicating resistance to red leaf spot. Best linear unbiased predictors values (BLUP) of traits were used for genome-wide association study (GWAS) using 42678 SNPs. Linkage disequilibrium decay in population was estimated to be ~50kb. A large number of significant marker-trait associations were identified for all test traits. The genomic regions identified on chromosomes 1, 2, 4, 7 and 10 were previously reported to be associated with shoot fly resistance for trait DH and GL. Annotations helped to predict candidate genes in the genomic regions associated with the significant SNPs. Important candidate genes involved were receptor kinases (LRR, serine/threonine protein kinases, hydrolases and transferases), stress signalling pathways (ethylene, abscisic acid and jasmonic) for shoot fly and (RLP, WRKY, F-box protein, CDP, zinc finger and putative disease resistance protein) for red leaf spot disease. Associative SNPs were converted into KASP markers and S1_15319241 KASP marker associated with DH was validated in the F2 population of cross IS 8348 x IS 7017.
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Jasneet Kaur (2024). Genome wide association studies for sorghum shoot fly and red leaf spot resistance (Unpublished Ph.D. Dissertation). Punjab Agricultural University, Ludhiana, Punjab, India.