Department of Plant Sciences, University of Saskatchewan, Saskatoon, SK, S7N 5A8, Canada.
International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, Hyderabad, Telangana, 502 324, India.
Theor Appl Genet. 2019 Apr;132(4):1263-1281. doi: 10.1007/s00122-019-03277-5. Epub 2019 Jan 19.
Major QTL on LG 1 and 3 control seed filling and seed coat development, thereby affecting seed shape, size, color, composition and weight, key determinants of crop yield and quality. A chickpea (Cicer arietinum L.) population consisting of 189 recombinant inbred lines (RILs) derived from a cross between medium-protein ICC 995 and high-protein ICC 5912 genotypes of the desi market class was analyzed for seed properties. Seed from the parental lines and RILs was produced in four different environments for determination of seed shape (SS), 100-seed weight (100-SW), protein (PRO) and starch (STA) concentration. Polymorphic genetic markers for the population were identified by Genotyping by Sequencing and assembled into a 522.5 cM genetic map. Phenotype data from the different growth environments were analyzed by QTL mapping done by single and multi-environment analyses and in addition, single marker association mapping. The analyses identified in total 11 QTL, of which the most significant (P < 0.05) loci were located on LG 1 (q-1.1), LG 2 (q-2.1), LG 3 (q-3.2, q-3.3), LG 4 (q-4.2), and LG 5 (q-5.1). STA was mostly affected by q-1.1, which explained 19.0% of the phenotypic variance for the trait. The largest QTL effects were demonstrated by q-3.2 that explained 52.5% of the phenotypic variances for 100-SW, 44.3% for PRO, and 14.6% for SS. This locus was also highly associated with flower color (COL; 95.2% explained) and showed q-3.2 alleles from the ICC 5912 parent conferred the blue flower color and production of small, round seeds with relatively high protein concentration. Genes affecting seed filling at q-1.1 and seed coat development at q-3.2, respectively, were considered to underlie differences in seed composition and morphology in the RIL population.
LG1 和 LG3 上的主要 QTL 控制着种子灌浆和种皮发育,从而影响种子的形状、大小、颜色、成分和重量,这些都是作物产量和品质的关键决定因素。对由中蛋白 ICC995 和高蛋白 ICC5912 基因型的半野生型品种杂交衍生的 189 个重组自交系(RIL)组成的鹰嘴豆群体进行了种子特性分析。在四个不同环境中种植亲本系和 RIL,以确定种子形状(SS)、百粒重(100-SW)、蛋白质(PRO)和淀粉(STA)浓度。通过测序分型鉴定群体的多态性遗传标记,并将其组装成一个 522.5 cM 的遗传图谱。通过单环境和多环境分析以及单标记关联作图进行 QTL 作图,分析来自不同生长环境的表型数据。共鉴定出 11 个 QTL,其中最显著(P<0.05)的位点位于 LG1(q-1.1)、LG2(q-2.1)、LG3(q-3.2、q-3.3)、LG4(q-4.2)和 LG5(q-5.1)。STA 主要受 q-1.1 影响,该位点解释了该性状表型方差的 19.0%。q-3.2 表现出最大的 QTL 效应,解释了 100-SW 表型方差的 52.5%、PRO 的 44.3%和 SS 的 14.6%。该位点还与花色(COL)高度相关(解释了 95.2%),并显示 ICC5912 亲本的 q-3.2 等位基因赋予蓝色花色和产生小而圆的种子,蛋白质浓度相对较高。分别位于 q-1.1 和 q-3.2 的影响种子灌浆和种皮发育的基因被认为是导致 RIL 群体中种子成分和形态差异的原因。