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. 2022 Jun 10;12(1):9586. doi: 10.1038/s41598-022-12988-7.
The resistance to cereal cyst nematode (Heterodera avenae Woll.) in wheat (Triticum aestivum L.) was studied using 114 doubled haploid lines from a novel ITMI mapping population. These lines were screened for nematode infestation in a controlled environment for two years. QTL-mapping analyses were performed across two years (Y1 and Y2) as well as combining two years (CY) data. On the 114 lines that were screened, a total of 2,736 data points (genotype, batch or years, and replication combinations) were acquired. For QTL analysis, 12,093 markers (11,678 SNPs and 415 SSRs markers) were used, after filtering the genotypic data, for the QTL mapping. Composite interval mapping, using Haley-Knott regression (hk) method in R/QTL, was used for QTL analysis. In total, 19 QTLs were detected out of which 13 were novel and six were found to be colocalized or nearby to previously reported Cre genes, QTLs or MTAs for H. avenae or H. filipjevi. Nine QTLs were detected across all three groups (Y1, Y2 and CY) including a significant QTL "QCcn.ha-2D" on chromosome 2D that explains 23% of the variance. This QTL colocalized with a previously identified Cre3 locus. Novel QTL, QCcn.ha-2A, detected in the present study could be the possible unreported homeoloci to QCcn.ha-2D, QCcn.ha-2B.1 and QCcn.ha-2B.2. Six significant digenic epistatic interactions were also observed. In addition, 26 candidate genes were also identified including genes known for their involvement in PPNs (plant parasitic nematodes) resistance in different plant species. In-silico expression of putative candidate genes showed differential expression in roots during specific developmental stages. Results obtained in the present study are useful for wheat breeding to generate resistant genetic resources against H. avenae.
利用来自新型 ITMI 图谱群体的 114 个双单倍体系,研究了小麦(Triticum aestivum L.)对谷物胞囊线虫(Heterodera avenae Woll.)的抗性。这些系在两年的受控环境中筛选了线虫侵染。两年(Y1 和 Y2)以及两年(CY)数据的 QTL 作图分析均已完成。在所筛选的 114 个系中,共获得了 2736 个数据点(基因型、批次或年份和重复组合)。用于 QTL 分析的 12093 个标记(11678 个 SNP 和 415 个 SSR 标记)是经过基因分型数据过滤后用于 QTL 作图的。复合区间作图,使用 Haley-Knott 回归(hk)方法在 R/QTL 中,用于 QTL 分析。共检测到 19 个 QTL,其中 13 个是新的,6 个与先前报道的 Cre 基因、QTL 或 MTAs 定位在同一位置或附近,用于 H. avenae 或 H. filipjevi。9 个 QTL 在所有三组(Y1、Y2 和 CY)中均有检测到,包括在第 2D 染色体上的一个显著 QTL“QCcn.ha-2D”,可解释 23%的变异。该 QTL 与先前鉴定的 Cre3 基因座共定位。在本研究中检测到的新 QTL“QCcn.ha-2A”可能是 QCcn.ha-2D、QCcn.ha-2B.1 和 QCcn.ha-2B.2 的未报道的同源基因座。还观察到 6 个显著的双基因上位性互作。此外,还鉴定了 26 个候选基因,包括在不同植物物种中已知参与 PPN(植物寄生线虫)抗性的基因。推测候选基因的基因在特定发育阶段的根中显示出差异表达。本研究的结果可用于小麦育种,以产生针对 H. avenae 的抗性遗传资源。