Skip to main content
Log in

Identification of exotic temperate maize inbreds for use in tropical breeding programs

  • Published:
Euphytica Aims and scope Submit manuscript

Abstract

Restricted genetic variability in elite tropical maize germplasm has raised concerns about the potential to develop higher yielding and stress-tolerant varieties. Elite temperate germplasm has high levels of genetic diversity for yield, drought tolerance and earliness. The objective of this study was to identify temperate maize inbreds that could enhance the grain yield potential, drought tolerance and high plant density tolerance of adapted tropical germplasm. Two hundred and forty-three temperate inbreds with expired Plant Variety Protection Act certificates from the USA were crossed to three CIMMYT single-cross testers. The three-way testcrosses were evaluated under high density, optimal, low nitrogen and managed drought conditions. Among the outstanding exotic temperate inbreds were HB8229, W8304, LH198 and PJH40 from the stiff stalk group, and LH159, LH214, and LH23Ht from the non-stiff stalk group. Of the highest yielding testcrosses, 65% were heterotic group A-lines, 30% heterotic group B-lines, and 5% were AB-lines. Although the testcrosses were more susceptible to diseases, their grain yield was comparable to the commercial checks, especially under managed drought and high-density conditions. Temperate lines also induced earliness and shorter plant stature to the three-way crosses.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Data availability

The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request.

References

  • Al-Naggar AMM, Shabana MS, Hassanein TA, Elewa AS, Younis M, Metwally AMA (2017) Estimation of genetic parameters controlling inheritance of maize quantitative traits under different plant densities using line x tester analysis. Asian J Adv Agric Res 2:1–12

    Google Scholar 

  • Alvarado G, Lopez M, Vargas M, Rodriguez F, Burgueno J, Crossa J (2015) Multi-environment trial analysis with R for Windows (META-R) version 5.0. CIMMYT El Batan, Mexico

    Google Scholar 

  • Andorf C, Beavis WD, Hufford M, Smith S, Suza WP, Wang K, Woodhouse M, Yu J, Lübberstedt T (2019) Technological advances in maize breeding: past, present and future. Springer-Verlag GmbH, Germany

    Google Scholar 

  • Badu-Apraku B, Fakorede MAB, Oyekunle M, Akinwale RO (2015) Genetic gains in grain yield under nitrogen stress following three decades of breeding for drought tolerance and striga resistance in early maturing maize. J Agr Sci 1:1–15

    Google Scholar 

  • Bänziger M, Edmeades GO, Beck D, Bellon M (2000) Breeding for drought and nitrogen stress tolerance in maize: from theory to practice. CIMMYT, El Batán, Mexico

    Google Scholar 

  • Bänziger M, Setimela PS, Hodson D, Vivek B (2006) Breeding for improved abiotic stress tolerance in maize adapted to southern Africa. Agric Water Manag 80:212–224

    Article  Google Scholar 

  • Bänziger M, Vivek BS (2007) Fieldbook: Software for managing a maize breeding program. CIMMYT, El Batan, Mexico

    Google Scholar 

  • Bellon MR, Adatao M, Beceril J, Mindek D (2003) The impact of improved maize germplasm on poverty alleviation: The case of Tuxpenyo derived materials in Mexico. International Food Policy Research Institute (IFPRI) Discussion paper 162

  • Cairns JE, Crossa J, Zaidi P, Grudloyma P, Sanchez C, Araus JL, Thaitad S, Makumbi D, Magorokosho C, Bänziger M (2013) Identification of drought, heat, and combined drought and heat tolerant donors in maize. Crop Sci 53:1335–1346

    Article  Google Scholar 

  • De Mendiburu F, Simon R (2015) Agricolae-Ten years of an open source statistical tool for experiments in breeding, agriculture and biology. Peer J Pre-Prints (UK) 3:e748v1

    Google Scholar 

  • Drinic SM, Andjelkovic V, Micic DI (2012) Genetic diversity of maize landraces as sources of favorable traits. In: Caliskan M (ed) The molecular basis of plant genetic diversity. Intech Open, London, UK, pp 89–112

    Google Scholar 

  • Duvic DN (2005) The contribution of breeding to yield advances in maize (Zea mays L). Adv Agron 86:83–145

    Article  Google Scholar 

  • Ekpaa O, Palacios-Rojas N, Krusemanc G, Foglianoa V, Linnemanna AR (2018) Sub-Saharan African maize-based foods: technological perspectives to increase the food and nutrition security impacts of maize breeding programmes. Glob Food Sec 17:48–56

    Article  Google Scholar 

  • Evanson RE (1999) Intellectual property rights access to plant germplasm, and crop production scenarios in 2020. Crop Sci 39:1630–1635

    Article  Google Scholar 

  • Fan X, Zhang Y, Liu L, Chen H, Yao W, Kang M, Yang JY (2010) Screening tropical germplasm by temperate inbred testers. Maydica 55:55–63

    Google Scholar 

  • Fasahat P, Rajabi A, Rad JM, Derera J (2016) Principles and utilisation of combining ability in plant breeding. Biom Biostat Int J 3:255–265

    Google Scholar 

  • Fischer RA, Byerlee D, Edmeades G (2014) Crop yields and global food security: Will yield increase continue to feed the world? ACIAR Monograph No 158. Australian Centre for International Agricultural Research, Canberra pp xxii + 634 

  • Goodman MM (2004) Developing temperate inbreds using tropical maize germplasm, rationalle, results and conclusions. Maydica 49:209–219

    Google Scholar 

  • Goodman MM (2005) Broadening the US maize germplasm base. Maydica 50:203–214

    Google Scholar 

  • Govindaraj M, Vetriventhan M, Srinivasan M (2015) Importance of genetic diversity assessment in crop plants and its recent advances: an overview of its analytical perspectives. Gen Res Int 15:1–14

    Google Scholar 

  • Hallauer AR, Carena MJ, Miranda-Filho JB (2010) Quantitative genetics in maize breeding: handbook of Plant Breeding. Springer, New York

    Google Scholar 

  • Isik F, Holland J, Maltecca C (2017) Multi environmental trials. In: Isik F, Holland J, Maltecca C (eds) Genetic data analysis for plant and animal breeding. Springer, pp 227–262

    Chapter  Google Scholar 

  • Kraja A, Dudley J, White DG (2000) Identification of tropical and temperate maize populations having favorable alleles for disease resistance. Crop Sci 40:44–73

    Google Scholar 

  • Lewis R, Goodman M (2003) Incorporation of tropical maize germplasm into inbred lines derived from temperate × temperate-adapted tropical line crosses: agronomic and molecular assessment. Theor Appl Gen 107:798–805

    Article  CAS  Google Scholar 

  • Liu J, Fernie AR, Yan J (2020) The past, present, and future of maize improvement: domestication, genomics, and functional genomic routes toward crop enhancement. Plant Com 1:100–110

    Google Scholar 

  • Makumbi D, Betrán JF, Bänziger M, Ribaut JM (2011) Combining ability, heterosis and genetic diversity in tropical maize (Zea mays L.) under stress and non-stress conditions. Euphytica 18:143–162

    Article  Google Scholar 

  • Masuka B, Atlin GN, Olsen M, Magorokosho C, Labuschagne M, Crossa J, Bänziger M, Pixley KV, Vivek BS, van Biljon A, MacRobert J, Alvarado G, Prasanna BM, Makumbi D, Tarekegne A, Das B, Zaman-Allah M, Cairns JE (2017) Gains in maize genetic improvement in eastern and southern Africa I. CIMMYT hybrid breeding pipeline. Crop Sci 57:168–179

    Article  Google Scholar 

  • Mikel MA (2006) Availability and analysis of proprietary dent corn inbred lines with expired U.S. plant variety protection. Crop Sci 46:2555–2560

    Article  Google Scholar 

  • Morris ML (2002) Impacts of International Maize breeding research in developing countries, 1966-98. CIMMYT, Mexico

    Google Scholar 

  • Nelson PT, Coles ND, Holland JB, Bubeck DM, Smith S, Goodman MM (2008) Molecular characterization of maize inbreds with expired U.S. plant variety protection. Crop Sci 48:1673–1685

    Article  Google Scholar 

  • Nelson PT, Goodman MM (2008) Evaluation of elite exotic maize inbreds for use in temperate breeding. Crop Sci 48:85–92

    Article  Google Scholar 

  • Palacios-Rojas N, Kruseman G, Fogliano V, Linnemann AL (2018) Sub-Saharan African maize-based foods: technological perspectives to increase the food and nutrition security impacts of maize breeding programmes. Glob Food Sec 17:48–56

    Article  Google Scholar 

  • Patterson HD, Williams ER (1976) A new class of resolvable incomplete block designs. Biometrika 63:83–89

    Article  Google Scholar 

  • R Foundation for Statistical Computing (2017) https://www.r-project.org/63

  • Tallury SP, Goodman MM (2001) The state of the use of maize genetic diversity in the USA and sub Saharan Africa. In: Cooper HD, Spillane C, Hodgkin T (eds) Broadening the genetic base of crop production. CABI Publishing, Willingford, UK

    Google Scholar 

  • Tester M, Langridge P (2010) Breeding technologies to increase crop production in a changing world. Science 327:818–822

    Article  CAS  PubMed  Google Scholar 

  • Unterseer S, Pophaly SD, Peis R, Westermeier P, Mayer M, Seidel MA, Haberer G, Mayer KF, Ordas B, Pausch H, Tellier A, Bauer E, Schön CC (2016) Comprehensive study of the genomic differentiation between temperate dent and flint maize. Gen Biol 17:125–137

    Article  Google Scholar 

  • Wang C, Hu S, Gardner C, Lübberstedt T (2017) Emerging avenues for utilization of exotic germplasm. Trends Plant Sci 22:14–25

    Article  Google Scholar 

  • Worku M, Makumbi D, Beyene Y, Das B, Mugo M, Pixley K, Bänziger M, Owino F, Olsen O, Asea G, Prasanna BM (2016) Grain yield performance and flowering synchrony of CIMMYT’s tropical maize (Zea mays L.) parental inbred lines and single-crosses. Euphytica 211:395–409

    Article  CAS  Google Scholar 

Download references

Acknowledgements

The study was part of the PhD research of the first author, supported by the CIMMYT southern African Regional Office.

Funding

The research was funded by CIMMYT (Southern African Regional Office).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Maryke T. Labuschagne.

Ethics declarations

Conflict of interest

The authors declare no conflict of interest.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ndoro, O., Magorokosho, C., Setimela, P.S. et al. Identification of exotic temperate maize inbreds for use in tropical breeding programs. Euphytica 218, 164 (2022). https://doi.org/10.1007/s10681-022-03119-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s10681-022-03119-4

Keywords

Navigation