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Abstract
Cereal cyst nematode (CCN) is a major threat to cereal crop production globally including wheat (Triticum aestivum L.). In the present study, single-locus and multi-locus models of Genome-Wide Association Study (GWAS) were used to find marker trait associations (MTAs) against CCN (Heterodera avenae) in wheat. In total, 180 wheat accessions (100 spring and 80 winter types) were screened against H. avenae in two independent years (2018/2019 “Environment 1” and 2019/2020 “Environment 2”) under controlled conditions. A set of 12,908 SNP markers were used to perform the GWAS. Altogether, 11 significant MTAs, with threshold value of −log10 (p-values) ≥ 3.0, were detected using 180 wheat accessions under combined environment (CE). A novel MTA (wsnp_Ex_c53387_56641291) was detected under all environments (E1, E2 and CE) and considered to be stable MTA. Among the identified 11 MTAs, eight were novel and three were co-localized with previously known genes/QTLs/MTAs. In total, 13 putative candidate genes showing differential expression in roots, and known to be involved in plant defense mechanisms were reported. These MTAs could help us to identify resistance alleles from new sources, which could be used to identify wheat varieties with enhanced CCN resistance.
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1 Chaudhary Charan Singh University (CCSU), Department of Genetics and Plant Breeding, Meerut, India (GRID:grid.411141.0) (ISNI:0000 0001 0662 0591)
2 Chaudhary Charan Singh University (CCSU), Department of Genetics and Plant Breeding, Meerut, India (GRID:grid.411141.0) (ISNI:0000 0001 0662 0591); Chaudhary Charan Singh University (CCSU), Department of Botany, Meerut, India (GRID:grid.411141.0) (ISNI:0000 0001 0662 0591)
3 Scotland’s Rural College (SRUC), Edinburgh, UK (GRID:grid.426884.4) (ISNI:0000 0001 0170 6644)
4 Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Seeland, Germany (GRID:grid.418934.3) (ISNI:0000 0001 0943 9907)