Department of Genetics and Plant Breeding, Chaudhary Charan Singh University (CCSU), Meerut, Uttar Pradesh, 250 004, India.
Department of Botany, Chaudhary Charan Singh University (CCSU), Meerut, Uttar Pradesh, 250 004, India.
Sci Rep. 2021 Feb 11;11(1):3572. doi: 10.1038/s41598-021-80996-0.
Root lesion nematode (RLN; Pratylenchus thornei) causes extensive yield losses in wheat worldwide and thus pose serious threat to global food security. Reliance on fumigants (such as methyl bromide) and nematicides for crop protection has been discouraged due to environmental concerns. Hence, alternative environment friendly control measures like finding and deployment of resistance genes against Pratylenchus thornei are of significant importance. In the present study, genome-wide association study (GWAS) was performed using single-locus and multi-locus methods. In total, 143 wheat genotypes collected from pan-Indian wheat cultivation states were used for nematode screening. Genotypic data consisted of > 7K SNPs with known genetic positions on the high-density consensus map was used for association analysis. Principal component analysis indicated the existence of sub-populations with no major structuring of populations due to the origin. Altogether, 25 significant marker trait associations were detected with - log10 (p value) > 4.0. Three large linkage disequilibrium blocks and the corresponding haplotypes were found to be associated with significant SNPs. In total, 37 candidate genes with nine genes having a putative role in disease resistance (F-box-like domain superfamily, Leucine-rich repeat, cysteine-containing subtype, Cytochrome P450 superfamily, Zinc finger C2H2-type, RING/FYVE/PHD-type, etc.) were identified. Genomic selection was conducted to investigate how well one could predict the phenotype of the nematode count without performing the screening experiments. Prediction value of r = 0.40 to 0.44 was observed when 56 to 70% of the population was used as a training set. This is the first report where GWAS has been conducted to find resistance against root lesion nematode (P. thornei) in Indian wheat germplasm.
根结线虫(RLN;Pratylenchus thornei)在全球范围内导致小麦广泛减产,因此对全球粮食安全构成严重威胁。由于对环境的担忧,人们不再依赖熏蒸剂(如甲基溴)和杀线虫剂来进行作物保护。因此,寻找和部署针对 Pratylenchus thornei 的抗性基因等替代环保控制措施非常重要。本研究采用单基因座和多基因座方法进行了全基因组关联研究(GWAS)。共使用来自印度各地小麦种植州的 143 个小麦基因型进行线虫筛选。基因型数据包括超过 7K 个 SNP,其遗传位置已知,位于高密度共识图谱上,用于关联分析。主成分分析表明,由于起源,不存在主要的群体结构。总共检测到 25 个显著的标记-性状关联,-log10(p 值)>4.0。发现了三个大的连锁不平衡块和相应的单倍型与显著 SNP 相关。总共鉴定出 37 个候选基因,其中 9 个基因具有潜在的抗病作用(F-box 样结构域超家族、富含亮氨酸重复序列、含半胱氨酸亚型、细胞色素 P450 超家族、锌指 C2H2 型、RING/FYVE/PHD 型等)。进行了基因组选择研究,以调查在不进行筛选实验的情况下,预测线虫计数表型的效果如何。当将 56%至 70%的群体用作训练集时,观察到 r = 0.40 至 0.44 的预测值。这是首次在印度小麦种质资源中进行 GWAS 以寻找对根结线虫(P. thornei)的抗性的报告。