Department of Genetics and Plant Breeding, Chaudhary Charan Singh University, Meerut, Uttar Pradesh, India.
Geneshifters, LLC, Pullman, WA, USA.
Theor Appl Genet. 2024 Sep 27;137(10):235. doi: 10.1007/s00122-024-04748-0.
Key message This study identified stable QTL, promising candidate genes and developed novel KASP markers for heat tolerance, providing genomic resources to assist breeding for the development of high-yielding and heat-tolerant wheat germplasm and varieties. To understand the genetic architecture of eleven agronomic traits under heat stress, we used a doubled-haploid population (177 lines) derived from a heat-sensitive cultivar (PBW343) and a heat-tolerant genotype (KSG1203). This population was evaluated under timely, late and very late sown conditions over locations and years comprising fifteen environments. Best linear unbiased estimates and a genetic map (5,710 SNPs) developed using sequencing-based genotyping were used for QTL mapping. The identified 66 QTL (20 novel) were integrated into wheat physical map (14,263.4 Mb). These QTL explained 5.3% (QDth.ccsu-4A for days to heading and QDtm.ccsu-5B for days to maturity) to 24.9% (QGfd.ccsu-7D for grain filling duration) phenotypic variation. Thirteen stable QTL explaining high phenotypic variation were recommended for marker-assisted recurrent selection (MARS) for optimum/heat stress environments. Selected QTL were validated by their presence in high-yielding doubled-haploid lines. Some QTL for 1000-grain weight (TaERF3-3B, TaFER-5B, and TaZIM-A1), grain yield (TaCol-B5), and developmental traits (TaVRT-2) were co-localized with known genes. Specific known genes for traits like abiotic/biotic stress, grain quality and yield were co-located with 26 other QTL. Furthermore, 209 differentially expressed candidate genes for heat tolerance in plants that encode 28 different proteins were identified. KASP markers for three major/stable QTL, namely QGfd.ccsu-7A for grain filling duration on chromosome 7A (timely sown), QNgs.ccsu-3A for number of grains per spike on 3A, and QDth.ccsu-7A for days to heading on 7A (late and very late sown) environments were developed for MARS focusing on the development of heat-tolerant wheat varieties/germplasm.
主要信息 本研究鉴定了耐热的稳定 QTL、有希望的候选基因,并开发了新的 KASP 标记,为高产耐热小麦种质和品种的选育提供了基因组资源。为了了解热胁迫下 11 个农艺性状的遗传结构,我们利用一个由热敏品种(PBW343)和耐热基因型(KSG1203)衍生的双单倍体群体(177 个系)进行研究。该群体在包括 15 个环境的地点和年份进行了适时、晚播和极晚播条件下的评估。使用基于测序的基因型最佳线性无偏估计和遗传图谱(5710 个 SNP)进行 QTL 作图。鉴定的 66 个 QTL(20 个新的)被整合到小麦物理图谱(14263.4 Mb)中。这些 QTL 解释了 5.3%(QDth.ccsu-4A 对抽穗期和 QDtm.ccsu-5B 对成熟期)到 24.9%(QGfd.ccsu-7D 对灌浆持续时间)的表型变异。推荐 13 个稳定的 QTL 进行标记辅助轮回选择(MARS),以适应最优/热胁迫环境。选择的 QTL 存在于高产双单倍体系中得到了验证。一些与千粒重(TaERF3-3B、TaFER-5B 和 TaZIM-A1)、粒重(TaCol-B5)和发育性状(TaVRT-2)相关的 QTL与已知基因共定位。一些与生物/非生物胁迫、谷物质量和产量相关的特定已知基因与 26 个其他 QTL 共定位。此外,还鉴定了 209 个与植物耐热性相关的差异表达候选基因,这些基因编码 28 种不同的蛋白质。开发了 KASP 标记,用于三个主要/稳定的 QTL,即 QGfd.ccsu-7A 用于染色体 7A 上的灌浆持续时间(适时播种)、QNgs.ccsu-3A 用于每个穗粒数 3A 和 QDth.ccsu-7A 用于抽穗期 7A(晚播和极晚播),用于 MARS,重点是开发耐热小麦品种/种质。