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Inheritance of root morphology in tropical maize under contrasting nitrogen levels
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  • Published: 29 April 2026

Inheritance of root morphology in tropical maize under contrasting nitrogen levels

  • Nathalia Campos Vilela Resende1,
  • Isabela Durães Azevedo1,
  • Vidomar Destro1,
  • Luiz Silva Luz1,
  • Mateus Rodrigues Cupertino1,
  • Tiago de Souza Marçal2 &
  • …
  • Rodrigo Oliveira DeLima1 

Scientific Reports (2026) Cite this article

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Subjects

  • Genetics
  • Plant sciences

Abstract

The development of improved low-nitrogen (N) tolerant and N-efficient varieties of tropical maize can be achieved by improving root morphology traits, but little is known on the inheritance of root traits in tropical maize, especially under low-N stress. Thus, our main objective was to assess the inheritance of seedling root and shoot traits in tropical maize under contrasting N levels. We evaluated 45 F1 and 45 reciprocal crosses (90 total crosses) along with ten parental inbred lines of tropical maize for root and shoot traits under contrasting N levels: low N (LN) and high N (HN). A mixed model approach was used to estimate the variance components of the general (GCA), reciprocal general (RGCA), specific (SCA) and reciprocal specific (RSCA) combining ability as well as to predict the GCA, RGCA, SCA and RSCA effects. We also estimated the heterosis for each trait under LN and HN. The inheritance of root and shoot traits in tropical maize is largely modulated by additive gene action, but nonadditive gene action also plays a role in the inheritance of some traits; cytoplasmic genes also contribute a little to the inheritance of root size in tropical maize. LN stress has little influence on the inheritance of root traits, suggesting that the same breeding schemes might be used to improve the root size of tropical maize under both low-N stress and nonstress conditions. The lines VML016, VML022, VML033 and VML051 presented favorable nuclear genes, whereas the lines VML004, VML017, VML020, and VML028 presented favorable cytoplasmic genes for increasing root size in maize under both low-N stress and nonstress. Moreover, heterosis must also be explored in the development of tropical maize hybrids with enhanced root size, and the direction of the crosses must be considered in the exploration of heterosis for root size, especially under low-N stress environments.

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Funding

This research was supported by CNPq (Conselho Nacional de Desenvolvimento Científico e Tecnológico), FAPEMIG (Fundação de Amparo à Pesquisa do Estado de Minas Gerais), CAPES (Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Finance Code 001).

Author information

Authors and Affiliations

  1. Department of Agronomy, Universidade Federal de Viçosa, Viçosa, 36570-900, MG, Brazil

    Nathalia Campos Vilela Resende, Isabela Durães Azevedo, Vidomar Destro, Luiz Silva Luz, Mateus Rodrigues Cupertino & Rodrigo Oliveira DeLima

  2. Department of Biology, Universidade Federal de Lavras, Lavras, 37200-900, Minas Gerais, Brazil

    Tiago de Souza Marçal

Authors
  1. Nathalia Campos Vilela Resende
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  2. Isabela Durães Azevedo
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  3. Vidomar Destro
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  4. Luiz Silva Luz
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  5. Mateus Rodrigues Cupertino
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  6. Tiago de Souza Marçal
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  7. Rodrigo Oliveira DeLima
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Corresponding author

Correspondence to Rodrigo Oliveira DeLima.

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The authors declare no competing interests.

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Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.

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Cite this article

Resende, N., Azevedo, I.D., Destro, V. et al. Inheritance of root morphology in tropical maize under contrasting nitrogen levels. Sci Rep (2026). https://doi.org/10.1038/s41598-026-44803-y

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  • Received: 12 August 2025

  • Accepted: 13 March 2026

  • Published: 29 April 2026

  • DOI: https://doi.org/10.1038/s41598-026-44803-y

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Keywords

  • Zea mays L.
  • Diallel
  • Reciprocal effects
  • Combining ability
  • Heterosis
  • Abiotic stress
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