Abstract
Modern sugarcane cultivars have complex polyploid genomes which impose challenges during conventional breeding. Epigenetic resources can be used as supplementary tools to improve cultivars. In this preliminary investigation, we hypothesised that spontaneous epigenetic variation occurred in two cultivars, N41 and NCo376, regarded as ‘widely adaptable’ and grown in different environments (3 agroclimatic zones and 5 regions) in South Africa. Epigenetic profiling was conducted by evaluating cytosine methylation patterns using methylation-sensitive amplification polymorphism. There was a high epigenetic differentiation among NCo376 and N41 samples with differentiation index values (ɸst) of 61% and 68%, respectively. The Eston region had more influence on the variability of cytosine methylation in NCo376 than the Mount Edgecombe, Empangeni, Pongola and Umzimkhulu regions. Epigenetic distances for NCo376 showed Eston being more distinct than the rest of the regions. The results showed altered DNA methylation patterns in cultivars grown in different agroclimatic zones, perhaps explaining their adaptability. Future work could include investigating the heritability of epigenetic adaptation, because current elite sugarcane genotypes could be “prepared”, through epimutagenesis, for changing environments and even climate change. In time, more targeted epimutagenic breeding could supplement sugarcane improvement programmes.
References
Albertse, E.H., and S.V. Joshi. 2013. Microsatellite DNA fingerprinting and cultivar identification in sugarcane using a semi-automated genetic analyser. South African Journal of Botany 86: 171. https://doi.org/10.1016/j.sajb.2013.02.123.
Baulcombe, D.C., and C. Dean. 2014. Epigenetic regulation in plant responses to the environment. Cold Spring Harbor Perspectives in Biology 6: ao19471. https://doi.org/10.1101/cshperspect.a019471.
Bonnet, G.D. 2014. Developmental stages (Phenology). In Sugarcane: Physiology, biochemistry and functional biology, ed. P.H. Moore and F.C. Botha, 35–53. New Jersey: Wiley.
Dlamini, P.J. 2021. Drought stress tolerance mechanisms and breeding effort in sugarcane: A review of progress and constraints in South Africa. Plant Stress 2: 100027. https://doi.org/10.1016/j.stress.2021.100027.
Horsley, T., and M. Zhou. 2013. Effect of photoperiod treatments on pollen viability and flowering at the South African Sugarcane Research Institute. Proceedings of the South African Sugar Technologists Association 86: 286–290.
Jablonka, E. 2013. Epigenetic inheritance and plasticity: The responsive germline. Progress in Biophysics and Molecular Biology 111: 99–107. https://doi.org/10.1016/j.pbiomolbio.2012.08.014.
Kakoulidou, I., E.V. Avramidou, M. Baránek, S. Brunel-muguet, S. Farrona, F. Johannes, E. Kaiserli, et al. 2021. Epigenetics for crop improvement in times of global change. Biology 10: 766. https://doi.org/10.3390/BIOLOGY10080766.
Köppen-Geiger Zones. 2022. https://csir.maps.arcgis.com/apps/webappviewer/index.html?id=22cb03d8bd244f6ea3dd67e946f0ce1e. Accessed April 14.
Lakshmanan, P., R.J. Geijskes, K.S. Aitken, C.L.P. Grof, G.D. Bonnett, and G.R. Smith. 2005. Sugarcane biotechnology: The challenges and opportunities. In Vitro Cellular and Developmental Biology - Plant 41: 345–363. https://doi.org/10.1079/IVP2005643.
Martins, A.A., M.F. da Silva, and L.R. Pinto. 2020. Epigenetic diversity of Saccharum spp. accessions assessed by methylation-sensitive amplification polymorphism (MSAP). 3 Biotech 10: 1–14. https://doi.org/10.1007/s13205-020-02257-7.
Medeiros, C., T. Willian, A. Balsalobre, and S. Carneiroid. 2020. Molecular diversity and genetic structure of Saccharum complex accessions. PLoS ONE 15: e0233211. https://doi.org/10.1371/journal.pone.0233211.
Michalakis, Y., and L. Excoffier. 1996. A generic estimation of population subdivision using distances between alleles with special reference for microsatellite loci. Genetics 142: 1061–1064. https://doi.org/10.1093/genetics/142.3.1061.
Munsamy, A., R.S. Rutherford, S.J. Snyman, and M.P. Watt. 2013. 5-Azacytidine as a tool to induce somaclonal variants with useful traits in sugarcane (Saccharum spp.). Plant Biotechnology Reports 7: 489–502. https://doi.org/10.1007/s11816-013-0287-y.
Münzbergová, Z., V. Latzel, M. Šurinová, and V. Hadincová. 2019. DNA methylation as a possible mechanism affecting ability of natural populations to adapt to changing climate. Oikos 128: 124–134. https://doi.org/10.1111/oik.05591.
Nuss, K.J. 2001. The contribution of variety NCo376 to sugarcane production in South Africa from 1955 to 2000 and its value as a parent in the breeding programme. Proceedings of the South African Sugar Technologists Association 75: 154–159.
Ramburan, S. 2014. Review and analysis of variety distribution trends in the South African sugar industry: A 2013 perspective. International Sugar Journal 116: 678–685.
da Silva, M.F., M.C. Gonçalves, M.dS. Brito, C.N. Medeiros, R. Harakava, M.G.dA. Landell, et al. 2020. Sugarcane mosaic virus mediated changes in cytosine methylation pattern and differentially transcribed fragments in resistance-contrasting sugarcane genotypes. PLoS ONE 15: e0241493. https://doi.org/10.1371/journal.pone.0241493.
Snyman, S.J., P. Mhlanga, and M.P. Watt. 2016. Rapid screening of sugarcane plantlets for in vitro mannitol-induced stress. Sugar Tech 18: 437–440. https://doi.org/10.1007/s12355-015-0411-0.
Springer, N.M., and R.J. Schmitz. 2017. Exploiting induced and natural epigenetic variation for crop improvement. Nature Reviews. Genetics 18: 563–575. https://doi.org/10.1038/NRG.2017.45.
Sun, C., K. Ali, K. Yan, S. Fiaz, R. Dormatey, Z. Bi, and J. Bai. 2021. Exploration of epigenetics for improvement of drought and other stress resistance in crops: A review. Plants 10: 1–16. https://doi.org/10.3390/plants10061226.
Varotto, S., E. Tani, E. Abraham, T. Krugman, A. Kapazoglou, R. Melzer, A. Radanoviæ, and D. Miladinoviæ. 2020. Epigenetics: Possible applications in climate-smart crop breeding. Journal of Experimental Botany 71: 5223–5236. https://doi.org/10.1093/JXB/ERAA188.
Zhang, J., X. Zhang, H. Tang, Q. Zhang, X. Hua, X. Ma, F. Zhu, et al. 2018. Allele-defined genome of the autopolyploid sugarcane Saccharum spontaneum L. Nature Genetics 50: 1565–1573. https://doi.org/10.1038/s41588-018-0237-2.
Acknowledgements
The National Research Foundation of South Africa (Grants 127755, 119472 and 132679) and the South African Sugarcane Research Institute (SASRI) are thanked for their financial support. Many thanks to E. Albertse (SASRI, Biotechnology) and I. Thompson (SASRI, GIS) respectively for their assistance with fingerprinting and fragment analyses and map modifications.
Author information
Authors and Affiliations
Contributions
RSR and SJS conceived and designed this research. MJK performed laboratory work on nucleic acid preparations, PCR amplifications, allele scoring, and genotyping, and wrote the first version of the manuscript. RMJ and MJK analysed and interpreted the data. All authors read, edited, and approved the manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflicts of interest.
Ethical Approval
This article does not contain any studies with human participants or animals performed by any of the authors.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Koetle, M.J., Jacob, R.M., Snyman, S.J. et al. Long-Term Cultivation of Adaptable Cultivars in Different Agro-Climatic Zones Influences the Epigenetic Diversity of South African Sugarcane (Saccharum spp.). Sugar Tech 25, 491–495 (2023). https://doi.org/10.1007/s12355-022-01228-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12355-022-01228-x