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Euphytica

, 214:103 | Cite as

Generation mean analysis for nitrogen and phosphorus uptake, utilization, and translocation indexes at vegetative stage in tropical popcorn

  • Vinícius Costa Almeida
  • José Marcelo Soriano Viana
  • Leonardo Alves Risso
  • Cleberson Ribeiro
  • Rodrigo Oliveira DeLima
Article
  • 83 Downloads

Abstract

Understanding the genetic control of the nitrogen (N) and phosphorus (P) uptake, utilization, and translocation is essential to develop superior popcorn genotypes with high N and P use efficiency. The main objective of this study was to determine the genetic control for N and P uptake, utilization, and translocation efficiency indexes and shoot and root traits under low-N and -P conditions at early vegetative stage in tropical popcorn. We estimated linear and quadratic genetic components from replicated early evaluation (V6 stage) of six generations derived from two crosses involving contrasting inbred lines for N and P uptake and translocation efficiency indexes under low-N and -P conditions. In general, the linear non-additive components were greater than the additive component. Dominance effect was important for increasing N uptake and translocation, while for P uptake and translocation both dominance and epistatic genetic effects were important. For most of the shoot and root traits, dominance and epistatic effects were important as well. Excepting P uptake efficiency, the average degree of dominance indicated partial dominance for several of the measured traits. Efficient direct selection for early N efficiency can be achieved and also provides indirect gains in several shoot and root traits via N uptake. Concerning the early P efficiency, efficient selection can be achieved for P uptake via shoot dry weight and root surface area. Our results evidenced that reciprocal recurrent selection based on early evaluation of progeny might be useful to develop popcorn genotypes with superior N and P efficiency under low-nutrient conditions.

Keywords

Abiotic stress Genetic control Nitrogen and phosphorus uptake Root and shoot traits 

Notes

Acknowledgments

We thank the National Council for Scientific and Technological Development (CNPq), the Brazilian Federal Agency for Support and Evaluation of Graduate Education (Capes), and the Foundation for Research Support of Minas Gerais State (Fapemig) for financial support.

Compliance with ethical standards

Conflict of interest

The authors declare that they have no conflict of interest.

References

  1. Azizi F, Rezai AM, Saeidi G (2006) Generation mean analysis to estimate genetic parameters for different traits in two crosses of corn inbred lines at three planting densities. J Agric Sci Technol 8:153–169Google Scholar
  2. Bonser AM, Lynch J, Snapp S (1996) Effect of phosphorus deficiency on growth angle of basal roots in Phaseolus vulgaris. New Phytol 132:281–288CrossRefPubMedGoogle Scholar
  3. Caixeta DS, Fritsche-Neto R, Granato ISC, Oliveria LC, Galvão JCC (2015) Early indirect selection for nitrogen use efficiency in maize. Revista Ciência Agronômica 46:369–378.  https://doi.org/10.5935/1806-6690.20150016 CrossRefGoogle Scholar
  4. Chiangmai PN, Yodmingkhwan P, Nilprapruck P, Aekatasanawan C, Kanjanamaneesathian M (2013) Generation means analysis of phytic acid and inorganic phosphorus contents in corn (Zea mays L.). Maydica 58:243–253Google Scholar
  5. Chun L, Mi GH, Li JS, Chen FJ, Zhang FS (2005) Genetic analysis of maize root characteristics in response to low nitrogen stress. Plant Soil 276:369–382.  https://doi.org/10.1007/s11104-005-58762 CrossRefGoogle Scholar
  6. Derera J, Musimwa TR (2015) Why SR52 is such a great maize hybrid? I. Heterosis and generation mean analysis. Euphytic 205:121–135.  https://doi.org/10.1007/s10681-015-1410-7 CrossRefGoogle Scholar
  7. DoVale JC, Fritsche-Neto R, Bermudez F, Miranda GV (2012) Efeitos gênicos de caracteres associados à eficiência no uso de nitrogênio em milho. Pesq Agropec Bras 47:385–392CrossRefGoogle Scholar
  8. Du Q, Wang K, Xu C, Zou C, Xie C, Xu Y, Li W (2016) Strand-specific RNA-seq transcriptome analysis of genotypes with and without low-phosphorus tolerance provides novel insights into phosphorus-use efficiency in maize. BMC Plant Biol 16:222.  https://doi.org/10.1186/s12870-016-0903-4 CrossRefPubMedPubMedCentralGoogle Scholar
  9. Erenoglu EB, Kutman UB, Ceylan Y, Yildiz B, Cakmak I (2011) Improved nitrogen nutrition enhances root uptake, root-to-shoot translocation and remobilization of zinc (65Zn) in wheat. New Phytol 189:438–448.  https://doi.org/10.1111/j.1469-8137.2010.03488.x CrossRefPubMedGoogle Scholar
  10. Good AG, Shrawat AK, Muench DG (2004) Can less yield more? Is reducing nutrient input into the environment compatible with maintaining crop production? Trends Plant Sci 9:597–605.  https://doi.org/10.1016/j.tplants.2004.10.008 CrossRefPubMedGoogle Scholar
  11. Górny AJ, Banaszak Z, Ługowska B, Ratajczak D (2011) Inheritance of the efficiency of nitrogen uptake and utilization in winter wheat (Triticum aestivum L.) under diverse nutrition levels. Euphytica 177:191–206.  https://doi.org/10.1007/s10681-010-0230-z CrossRefGoogle Scholar
  12. Granato ISC, Bermudez FP, dos Reis GG, Dovale JC, Miranda GV, Fritsche-Neto R (2014) Index selection of tropical maize genotypes for nitrogen use efficiency. Bragantia 73:153–159CrossRefGoogle Scholar
  13. Hirel B, Le Gouis J, Ney B, Gallais A (2007) The challenge of improving nitrogen use efficiency in crop plants: towards a more central role for genetic variability and quantitative genetics within integrated approaches. J Exp Bot 58:2369–2387.  https://doi.org/10.1093/jxb/erm097 CrossRefPubMedGoogle Scholar
  14. Kearsey MJ, Pooni HS (1996) The genetic analysis of quantitative traits, 1st edn. Chapman and Hall, London.  https://doi.org/10.1007/978-1-4899-4441-2 CrossRefGoogle Scholar
  15. Kere GM, Guo Q, Shen J, Xu J, Chen J (2013) Heritability and gene effects for salinity tolerance in cucumber (Cucumis sativus L.) estimated by generation mean analysis. Sci Hortic 159:122–127.  https://doi.org/10.1016/j.scienta.2013.04.020 CrossRefGoogle Scholar
  16. Kochian LV (2012) Rooting for more phosphorus. Nature 488:466–467.  https://doi.org/10.1038/488466a CrossRefPubMedGoogle Scholar
  17. Li P, Chen F, Cai H, Liu J, Pan Q, Liu Z, Gu R, Mi G, Zhang F, Yuan L (2015) A genetic relationship between nitrogen use efficiency and seedling root traits in maize as revealed by QTL analysis. J Exp Bot 66:3175–3188.  https://doi.org/10.1093/jxb/erv127 CrossRefPubMedPubMedCentralGoogle Scholar
  18. Liang D, Hu Q, Xu Q, Qi X, Zhou F, Chen X (2015) Genetic inheritance analysis of melon aphid (Aphis gossypii Glover) resistance in cucumber (Cucumis sativus L.). Euphytica 205:361–367.  https://doi.org/10.1007/s10681-015-1391-6 CrossRefGoogle Scholar
  19. Lv Y, Liang Z, Ge M, Qi W, Zhang T, Lin F, Peng Z, Zhao H (2016) Genome-wide identification and functional prediction of nitrogen-responsive intergenic and intronic long non-coding RNAs in maize (Zea mays L.). BMC Genom 17:350.  https://doi.org/10.1186/s12864-016-2650-1 CrossRefGoogle Scholar
  20. Lyimo HJF, Pratt RC, Mnyuku RSOW (2011) Heritability and gene effect estimates for components of partial resistance to grey leaf spot of maize by generation mean analysis. Plant Breeding 130:633–639.  https://doi.org/10.1111/j.1439-0523.2011.01890.x CrossRefGoogle Scholar
  21. Lynch JP, Brown KM (2008) Root strategies for phosphorus acquisition. Plant Ecophysiol 7:83–116CrossRefGoogle Scholar
  22. Maia C, DoVale JC, Fritsche-Neto R, Cavatte PC, Miranda GV (2011) The difference between breeding for nutrient useefficiency and for nutrient stress tolerance. Crop Breed Appl Biotechnol 11:270–275CrossRefGoogle Scholar
  23. Mather K, Jinks JL (1971) Biometrical genetics. Cornell University Press, IthacaCrossRefGoogle Scholar
  24. Medici LO, Pereira MB, Lea PJ, Azevedo RA (2004) Diallel analysis of maize lines with contrasting responses to applied nitrogen. J Agric Sci 142:535–541.  https://doi.org/10.1017/S002185960400468X CrossRefGoogle Scholar
  25. Mendes FF, Guimaraes CT, Guimarães LJM, Guimarães PEO, Magalhaes JV, Parentoni SN (2014) Genetic architecture of phosphorus use efficiency in tropical maize cultivated in a low-p soil. Crop Sci 54:1530–1538.  https://doi.org/10.2135/cropsci2013.11.0755 CrossRefGoogle Scholar
  26. Moll RH, Kamprath EJ, Jackson WA (1982) Analysis and interpretation of factors which contribute to efficiency of nitrogen utilization. Agron J 74:562–564.  https://doi.org/10.2134/agronj1982.00021962007400030037x CrossRefGoogle Scholar
  27. Moroni JS, Briggs KG, Blenis PV, Taylor GJ (2013) Generation mean analysis of spring wheat (Triticum aestivum L.) seedlings tolerant to high levels of manganese. Euphytica 189:89–100.  https://doi.org/10.1007/s10681-012-0714-0 CrossRefGoogle Scholar
  28. Mu XH, Chen FJ, Wu QP, Chen QW, Wang JF, Yuan LX, Mi GH (2015) Genetic improvement of root growth increases maize yield via enhanced post-silking nitrogen uptake. Eur J Agron 63:55–61.  https://doi.org/10.1016/j.eja.2014.11.009 CrossRefGoogle Scholar
  29. Mundim GB, Viana JMS, Maia C (2013a) Early evalu-ation of popcorn inbred lines for phosphorus use efficiency. Plant Breeding 132:613–619.  https://doi.org/10.1111/pbr.12119 CrossRefGoogle Scholar
  30. Mundim GB, Viana JMS, Maia C, Paes GP, DeLima RO (2013b) Genetic diversity and path analysis for nitrogen use efficiency in popcorn inbred lines. Euphytica 191:291–299.  https://doi.org/10.1007/s10681-012-0855-1 CrossRefGoogle Scholar
  31. Mundim GB, Viana JMS, Maia C, DeLima RO, Almeida VC (2014) Early evaluation of popcorn hybrids for vegetative use efficiency of nitrogen and phosphorus and secondary traits. Maydica 59:321–328Google Scholar
  32. Mushongi AA, Derera J, Tongoona P, Lyimo NG (2012) Generation mean analysis of leaf chlorophyll concentration from mid-silking to physiological maturity in some tropical maize Zea mays L genotypes under low and high nitrogen dosages. Euphytica 189:111–122.  https://doi.org/10.1007/s10681-012-0731-z CrossRefGoogle Scholar
  33. Parentoni SN Jr, de Souza CL, de Carvalho Alves VM, Gama EEG, Coelho AM, de Oliveira AC, Guimarães PEO, Guimarães CT, Vasconcelos MJV, Pacheco CAP, Meirelles WF, de Magalhães JV, Guimarães LJM, da Silva AR, Mendes FF, Schaffert RE (2010) Inheritance and breeding strategies for phosphorus efficiency in tropical maize (Zea Mays L.). Maydica 55:1–15Google Scholar
  34. Raikwar RS (2015) Generation mean analysis of grain yield and its related traits in barley (Hordeum vulgare L.). Electronic Journal of Plant Breeding 6:37–42Google Scholar
  35. SAS Institute (2007) The SAS system for Windows, version 9.2. SAS Institute Inc, CaryGoogle Scholar
  36. Shenoy VV, Kalagudi GM (2005) Enhancing plant phosphorus use efficiency for sustainable cropping. Biotechnol Adv 23:501–513.  https://doi.org/10.1016/j.biotechadv.2005.01.004 CrossRefPubMedGoogle Scholar
  37. Trachsel S, Messmer R, Stamp P, Hund A (2009) Mapping of QTLs for lateral and axile root growth of tropical maize. Theor Appl Genet 119:1413–1424.  https://doi.org/10.1007/s00122-009-1144-9 CrossRefPubMedGoogle Scholar
  38. United States Department of Agriculture National Agricultural Statistics Service (2018) Field crops statistics, USDA-NASS. https://www.nass.usda.gov. Accessed 28 May 2018
  39. Uzokwe VNE, Asafo-Adjei B, Fawole I, Abaidoo R, Odeh IOA, Ojo DK, Dashiell K, Sanginga N (2017) Generation mean analysis of phosphorus-use efficiency in freely nodulating soybean crosses grown in low-phosphorus soil. Plant Breeding.  https://doi.org/10.1111/pbr.12453 Google Scholar
  40. van de Wiel CCM, van der Linden CG, Scholten OE (2016) Improving phosphorus use efficiency in agriculture: opportunities for breeding. Euphytica 207:1–22.  https://doi.org/10.1007/s10681-015-1572-3 CrossRefGoogle Scholar
  41. Verma A, Singh Y (2018) Generation mean analysis of horticultural traits in mid-late cauliflower (Brassica oleracea L. var. botrytis) under sub temperate conditions of Western Himalayas. Plant Breeding 137:97–108.  https://doi.org/10.1111/pbr.12556 CrossRefGoogle Scholar
  42. Wang X, Shen J, Liao H (2010) Acquisition or utilization, which is more critical for enhancing phosphorus efficiency in modern crops? Plant Sci 179:302–306.  https://doi.org/10.1016/j.plantsci.2010.06.007 CrossRefGoogle Scholar
  43. Wissuwa M, Mazzola M, Picard C (2009) Novel approaches in plant breeding for rhizosphere-related traits. Plant Soil 321:409.  https://doi.org/10.1007/s11104-008-9693-2 CrossRefGoogle Scholar
  44. Zhang L, Li J, Rong T, Gao S, Wu F, Xu J, Li M, Cao M, Wang J, Hu E, Liu Y, Lu Y (2014) Large-scale screening maize germplasm for low-phosphorus tolerance using multiple selection criteria. Euphytica 197:435–446.  https://doi.org/10.1007/s10681-014-1079-3 CrossRefGoogle Scholar
  45. Zhu JM, Lynch JP (2004) The contribution of lateral rooting to phosphorus acquisition efficiency in maize (Zea mays L.) seedlings. Funct Plant Biol 31:949–958CrossRefGoogle Scholar

Copyright information

© Springer Nature B.V. 2018

Authors and Affiliations

  1. 1.Department of General BiologyFederal University of ViçosaViçosaBrazil
  2. 2.Department of Plant SciencesFederal University of ViçosaViçosaBrazil

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