Mapping Quantitative Trait Loci Controlling High Iron and Zinc Content in Self and Open Pollinated Grains of Pearl Millet [Pennisetum glaucum (L.) R. Br.]

被引:46
|
作者
Kumar, Sushil [1 ,2 ,3 ]
Hash, Charles T. [4 ]
Thirunavukkarasu, Nepolean [5 ]
Singh, Govind [1 ]
Rajaram, Vengaldas [2 ]
Rathore, Abhishek [2 ]
Senapathy, Senthilvel [6 ]
Mahendrakar, Mahesh D. [2 ]
Yadav, Rattan S. [7 ]
Srivastava, Rakesh K. [2 ]
机构
[1] Swami Keshwanand Rajasthan Agr Univ, Plant Biotechnol Ctr, Bikaner, India
[2] Int Crops Res Inst Semi Arid Trop, Patancheru, Andhra Pradesh, India
[3] Anand Agr Univ, Ctr Excellence Agr Biotechnol, Anand, Gujarat, India
[4] Int Crops Res Inst Semi Arid Trop, Niamey, Niger
[5] Indian Agr Res Inst, New Delhi, India
[6] Directorate Oilseeds Res, Hyderabad, Andhra Pradesh, India
[7] Aberystwyth Univ, Crop Genet Genom & Breeding Div, Aberystwyth, Dyfed, Wales
来源
基金
英国生物技术与生命科学研究理事会;
关键词
RIL; QTL; iron and zinc; biofortification; pearl millet; SEQUENCE REPEAT MARKERS; SEED MINERAL CONCENTRATIONS; ARRAYS TECHNOLOGY DART; ARABIDOPSIS-THALIANA; LINKAGE MAP; NATURAL VARIATION; GENETIC-ANALYSIS; QTLS; DIVERSITY; MAGNESIUM;
D O I
10.3389/fpls.2016.01636
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Pearl millet is a multipurpose grain/fodder crop of the semi-arid tropics, feeding many of the worlds 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-6) derived from ICMB 841-P3 x 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 22.477.4 and 21.973.7 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 X QTL and QTL X QTL X environment interactions indicated no major epistasis.
引用
收藏
页数:16
相关论文
共 50 条
  • [31] Stage specific comparative transcriptomic analysis to reveal gene networks regulating iron and zinc content in pearl millet [Pennisetum glaucum (L.) R. Br.]
    C. Tara Satyavathi
    Rukam S. Tomar
    Supriya Ambawat
    Jasminkumar Kheni
    Shital M. Padhiyar
    Hiralben Desai
    S. B. Bhatt
    M. S. Shitap
    Ramesh Chand Meena
    Tripti Singhal
    S. Mukesh Sankar
    S. P. Singh
    Vikas Khandelwal
    Scientific Reports, 12
  • [32] Phylogeny and origin of pearl millet (Pennisetum glaucum [L.] R. Br) as revealed by microsatellite loci
    Ibrahima Oumar
    Cédric Mariac
    Jean-Louis Pham
    Yves Vigouroux
    Theoretical and Applied Genetics, 2008, 117 : 489 - 497
  • [33] Stage specific comparative transcriptomic analysis to reveal gene networks regulating iron and zinc content in pearl millet [Pennisetum glaucum (L.) R. Br.]
    Satyavathi, C. Tara
    Tomar, Rukam S.
    Ambawat, Supriya
    Kheni, Jasminkumar
    Padhiyar, Shital M.
    Desai, Hiralben
    Bhatt, S. B.
    Shitap, M. S.
    Meena, Ramesh Chand
    Singhal, Tripti
    Sankar, S. Mukesh
    Singh, S. P.
    Khandelwal, Vikas
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [34] Genetic elucidations of grain iron, zinc and agronomic traits by generation mean analysis in pearl millet [Pennisetum glaucum (L.) R. Br.]
    Yadav, Sunaina
    Singh, S. P.
    Singhal, Tripti
    Sankar, S. M.
    Anju-Mahendru, Singh
    Bhargavi, H. A.
    Aavula, Naveen
    Goswami, Suneha
    Satyavathi, C. Tara
    JOURNAL OF CEREAL SCIENCE, 2023, 113
  • [35] Gene effects and heterosis for grain iron and zinc density in pearl millet (Pennisetum glaucum (L.) R. Br)
    G. Velu
    K. N. Rai
    V. Muralidharan
    T. Longvah
    J. Crossa
    Euphytica, 2011, 180 : 251 - 259
  • [36] Gene effects and heterosis for grain iron and zinc density in pearl millet (Pennisetum glaucum (L.) R. Br)
    Velu, G.
    Rai, K. N.
    Muralidharan, V.
    Longvah, T.
    Crossa, J.
    EUPHYTICA, 2011, 180 (02) : 251 - 259
  • [37] Establishment of a pearl millet [Pennisetum glaucum (L.) R. Br.] core collection based on geographical distribution and quantitative traits
    Bhattacharjee, Ranjana
    Khairwal, I. S.
    Bramel, Paula J.
    Reddy, K. N.
    EUPHYTICA, 2007, 155 (1-2) : 35 - 45
  • [38] Establishment of a pearl millet [Pennisetum glaucum (L.) R. Br.] core collection based on geographical distribution and quantitative traits
    Ranjana Bhattacharjee
    I. S. Khairwal
    Paula J. Bramel
    K. N. Reddy
    Euphytica, 2007, 155 : 35 - 45
  • [39] Genetic analysis of grain biochemical parameters and yield in pearl millet [Pennisetum glaucum (L.) R. Br.]
    Khatri, Akashkumar B.
    Patel, Pravin T.
    Patel, Rumit
    Patel, Mukesh S.
    Shah, Sarvesh K.
    Patel, Jalpesh S.
    Vaghela, Prakashsinh O.
    JOURNAL OF CEREAL SCIENCE, 2023, 113
  • [40] Efficient regeneration of pearl millet (Pennisetum glaucum (L.) R. Br.) from shoot tip cultures
    Mythili, P.K.
    Madhavi, A.
    Reddy, V.D.
    Seetharama, N.
    Indian Journal of Experimental Biology, 2001, 39 (12) : 1274 - 1279