Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2021 Aug 27;10(9):1786.
doi: 10.3390/plants10091786.

Genetics of Germination and Seedling Traits under Drought Stress in a MAGIC Population of Maize

Affiliations

Genetics of Germination and Seedling Traits under Drought Stress in a MAGIC Population of Maize

Soumeya Rida et al. Plants (Basel). .

Abstract

Drought is one of the most detrimental abiotic stresses hampering seed germination, development, and productivity. Maize is more sensitive to drought than other cereals, especially at seedling stage. Our objective was to study genetic regulation of drought tolerance at germination and during seedling growth in maize. We evaluated 420 RIL with their parents from a multi-parent advanced generation inter-cross (MAGIC) population with PEG-induced drought at germination and seedling establishment. A genome-wide association study (GWAS) was carried out to identify genomic regions associated with drought tolerance. GWAS identified 28 and 16 SNPs significantly associated with germination and seedling traits under stress and well-watered conditions, respectively. Among the SNPs detected, two SNPs had significant associations with several traits with high positive correlations, suggesting a pleiotropic genetic control. Other SNPs were located in regions that harbored major QTLs in previous studies, and co-located with QTLs for cold tolerance previously published for this MAGIC population. The genomic regions comprised several candidate genes related to stresses and plant development. These included numerous drought-responsive genes and transcription factors implicated in germination, seedling traits, and drought tolerance. The current analyses provide information and tools for subsequent studies and breeding programs for improving drought tolerance.

Keywords: candidate genes; drought stress; genome wide association study (GWAS); germination; maize; seedlings.

PubMed Disclaimer

Conflict of interest statement

The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.

Similar articles

Cited by

References

    1. Rosenzweig C., Elliott J., Deryng D., Ruane A.C., Müller C., Arneth A., Boote K., Folberth C., Glotter M., Khabarov N., et al. Assessing agricultural risks of climate change in the 21st century in a global gridded crop model intercomparison. Proc. Natl. Acad. Sci. USA. 2014;111:3268–3273. doi: 10.1073/pnas.1222463110. - DOI - PMC - PubMed
    1. Harrison M.T., Tardieu F., Dong Z., Messina C.D., Hammer G. Characterizing drought stress and trait influence on maize yield under current and future conditions. Glob. Chang. Biol. 2014;20:867–878. doi: 10.1111/gcb.12381. - DOI - PubMed
    1. Boyer J.S., Byrne P., Cassman K.G., Cooper M., Delmer D., Greene T., Gruis F., Habben J., Hausmann N., Kenny N., et al. The U.S. drought of 2012 in perspective: A call to action. Glob. Food Secur. 2013;2:139–143. doi: 10.1016/j.gfs.2013.08.002. - DOI
    1. Thirunavukkarasu N., Hossain F., Arora K., Sharma R., Shiriga K., Mittal S., Mohan S., Namratha P.M., Dogga S., Rani T.S., et al. Functional mechanisms of drought tolerance in subtropical maize (Zea mays L.) identified using genome-wide association mapping. BMC Genom. 2014;15:1182. doi: 10.1186/1471-2164-15-1182. - DOI - PMC - PubMed
    1. Lobell D., Bänziger M., Magorokosho C., Vivek B. Nonlinear heat effects on African maize as evidenced by historical yield trials. Nat. Clim. Chang. 2011;1:42–45. doi: 10.1038/nclimate1043. - DOI

LinkOut - more resources