Department of Plant Breeding and Genetics, Punjab Agricultural University, Ludhiana, Punjab, India.
Center of Excellence in Genomics and Systems Biology (CEGSB), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, India.
PLoS One. 2021 Aug 9;16(8):e0254957. doi: 10.1371/journal.pone.0254957. eCollection 2021.
Heat stress during reproductive stages has been leading to significant yield losses in chickpea (Cicer arietinum L.). With an aim of identifying the genomic regions or QTLs responsible for heat tolerance, 187 F8 recombinant inbred lines (RILs) derived from the cross GPF 2 (heat tolerant) × ILWC 292 (heat sensitive) were evaluated under late-sown irrigated (January-May) and timely-sown irrigated environments (November-April) at Ludhiana and Faridkot in Punjab, India for 13 heat tolerance related traits. The pooled ANOVA for both locations for the traits namely days to germination (DG), days to flowering initiation (DFI), days to 50% flowering (DFF), days to 100% flowering (DHF), plant height (PH), pods per plant (NPP), biomass (BIO), grain yield (YLD), 100-seed weight (HSW), harvest index (HI), membrane permeability index (MPI), relative leaf water content (RLWC) and pollen viability (PV)) showed a highly significant difference in RILs. The phenotyping data coupled with the genetic map comprising of 1365 ddRAD-Seq based SNP markers were used for identifying the QTLs for heat tolerance. Composite interval mapping provided a total of 28 and 23 QTLs, respectively at Ludhiana and Faridkot locations. Of these, 13 consensus QTLs for DG, DFI, DFF, DHF, PH, YLD, and MPI have been identified at both locations. Four QTL clusters containing QTLs for multiple traits were identified on the same genomic region at both locations. Stable QTLs for days to flowering can be one of the major factors for providing heat tolerance as early flowering has an advantage of more seed setting due to a comparatively longer reproductive period. Identified QTLs can be used in genomics-assisted breeding to develop heat stress-tolerant high yielding chickpea cultivars.
在生殖阶段的热应激已导致鹰嘴豆(Cicer arietinum L.)产量显著损失。为了鉴定与耐热性相关的基因组区域或 QTL,在印度旁遮普邦的 Ludhiana 和 Faridkot ,利用 187 个来自 GPF 2(耐热)× ILWC 292(热敏)杂交的 F8 重组自交系(RIL),对晚播灌溉(1 月至 5 月)和适时播种灌溉(11 月至 4 月)环境进行了 13 个耐热相关性状的评估。两个地点的 pooled ANOVA 结果表明,所有性状(发芽天数(DG)、开花起始天数(DFI)、50%开花天数(DFF)、100%开花天数(DHF)、株高(PH)、每株荚数(NPP)、生物量(BIO)、籽粒产量(YLD)、100 粒重(HSW)、收获指数(HI)、膜透性指数(MPI)、相对叶水含量(RLWC)和花粉活力(PV))在 RIL 之间存在高度显著差异。表型数据与包括 1365 个基于 ddRAD-Seq 的 SNP 标记的遗传图谱相结合,用于鉴定耐热性 QTL。复合区间作图共在 Ludhiana 和 Faridkot 两个地点分别鉴定出 28 个和 23 个 QTL。其中,在两个地点都鉴定到了 13 个用于 DG、DFI、DFF、DHF、PH、YLD 和 MPI 的一致性 QTL。在两个地点的同一基因组区域上都鉴定到了包含多个性状 QTL 的 4 个 QTL 簇。与开花相关的稳定 QTL 可能是提供耐热性的主要因素之一,因为早期开花由于生殖期较长,因此具有更多的结实优势。鉴定到的 QTL 可用于基因组辅助育种,以开发耐热高产鹰嘴豆品种。