Kumar Sushil, Hash Charles T, Thirunavukkarasu Nepolean, Singh Govind, Rajaram Vengaldas, Rathore Abhishek, Senapathy Senthilvel, Mahendrakar Mahesh D, Yadav Rattan S, Srivastava Rakesh K
Plant Biotechnology Centre, Swami Keshwanand Rajasthan Agricultural UniversityBikaner, India; International Crops Research Institute for the Semi-Arid TropicsPatancheru, India; Centre of Excellence in Agricultural Biotechnology, Anand Agricultural UniversityAnand, India.
International Crops Research Institute for the Semi-Arid Tropics Niamey, Niger.
Front Plant Sci. 2016 Nov 23;7:1636. doi: 10.3389/fpls.2016.01636. eCollection 2016.
Pearl millet is a multipurpose grain/fodder crop of the semi-arid tropics, feeding many of the world's poorest and most undernourished people. Genetic variation among adapted pearl millet inbreds and hybrids suggests it will be possible to improve grain micronutrient concentrations by selective breeding. Using 305 loci, a linkage map was constructed to map QTLs for grain iron [Fe] and zinc [Zn] using replicated samples of 106 pearl millet RILs (F) derived from ICMB 841-P3 × 863B-P2. The grains of the RIL population were evaluated for Fe and Zn content using atomic absorption spectrophotometer. Grain mineral concentrations ranged from 28.4 to 124.0 ppm for Fe and 28.7 to 119.8 ppm for Zn. Similarly, grain Fe and Zn in open pollinated seeds ranged between 22.4-77.4 and 21.9-73.7 ppm, respectively. Mapping with 305 (96 SSRs; 208 DArT) markers detected seven linkage groups covering 1749 cM (Haldane) with an average intermarker distance of 5.73 cM. On the basis of two environment phenotypic data, two co-localized QTLs for Fe and Zn content on linkage group (LG) 3 were identified by composite interval mapping (CIM). Fe QTL explained 19% phenotypic variation, whereas the Zn QTL explained 36% phenotypic variation. Likewise for open pollinated seeds, the QTL analysis led to the identification of two QTLs for grain Fe content on LG3 and 5, and two QTLs for grain Zn content on LG3 and 7. The total phenotypic variance for Fe and Zn QTLs in open pollinated seeds was 16 and 42%, respectively. Analysis of QTL × QTL and QTL × QTL × environment interactions indicated no major epistasis.
珍珠粟是半干旱热带地区的一种多用途谷物/饲料作物,养活了世界上许多最贫困和营养不良的人口。适应环境的珍珠粟自交系和杂交种之间的遗传变异表明,通过选择育种有可能提高谷物中的微量营养素含量。利用305个位点,构建了一个连锁图谱,以对来自ICMB 841-P3×863B-P2的106个珍珠粟重组自交系(F)的重复样本进行谷物铁[Fe]和锌[Zn]的QTL定位。使用原子吸收分光光度计对重组自交系群体的籽粒进行铁和锌含量评估。重组自交系群体的籽粒矿物质含量范围为:铁28.4至124.0 ppm,锌28.7至119.8 ppm。同样,开放授粉种子中的籽粒铁和锌含量分别在22.4 - 77.4 ppm和21.9 - 73.7 ppm之间。用305个(96个SSR;208个DArT)标记进行定位,检测到7个连锁群,覆盖1749 cM(霍尔丹),平均标记间距离为5.73 cM。基于两个环境的表型数据,通过复合区间作图(CIM)在连锁群(LG)3上鉴定出两个铁和锌含量共定位的QTL。铁QTL解释了19%的表型变异,而锌QTL解释了36%的表型变异。同样对于开放授粉种子,QTL分析在LG3和5上鉴定出两个籽粒铁含量的QTL,在LG3和7上鉴定出两个籽粒锌含量的QTL。开放授粉种子中铁和锌QTL的总表型变异分别为16%和42%。QTL×QTL和QTL×QTL×环境互作分析表明不存在主要的上位性。