Skip to main content
Log in

An optimized index for cold tolerance assessment in rice during germination and early seedling stage

  • Review Article
  • Published:
Journal of Crop Science and Biotechnology Aims and scope Submit manuscript

Abstract

Cold tolerance at germination and seedling stage is one of the most seeked traits in Southern Brazilian rice (Oryza sativa L.) cultivars, thus, the availability of improved methods for germplasm assessment is of high importance for breeding programs. The aim of this study was to validate an optimized Average Tolerance Index (ATI) for rice germplasm assessment under cold at germination and early seedling stage. A diverse panel composed by 124 rice accessions was assayed. Four genotypes with known performance under cold were used as controls (two tolerant and two sensitive). The genotypes were sown in roll papers, and evaluated at 13 °C for 28 days (cold stress) and 25 °C for seven days (control). Four traits were measured, germination percentage, coleoptile length, root length and shoot length, which were converted in terms of relative performance (cold/control). A PCA analysis was carried out. The ATI was calculated as a linear combination of all trait’s relative performance, weighted by the importance of each trait in explaining the genetic variability in the set, through including the PC1 vectors as trait coefficients. K means was applied for genotype classification. The panel showed expressive genetic variability for performance under low temperature. The ATI successfully distinguished the controls regarding their cold tolerance and allowed the formation of four classes of genotypes, sensitive, moderately sensitive, moderately tolerant and tolerant. The assessment of rice germplasm for cold tolerance at germination and seedling stage through ATI is a viable alternative for the identification of tolerant genotypes.

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.

Fig. 1
Fig. 2

Similar content being viewed by others

References

Download references

Acknowledgements

To Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)—Brazil, Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)—Brazil and Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul (FAPERGS)—Brazil, which provided the fellowships for the investigators and students.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Eduardo Venske.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Additional information

Publisher's Note

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

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary file 1 (XLSX 18 kb)

Appendix

Appendix

See Tables

Table 4 Rice accessions assayed in the study

4,

Table 5 Categorization of the rice accessions assayed in the study

5 and

Table 6 Brazilian breeding companies

6.

Rights and permissions

Springer Nature or its licensor 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

Monzón, D.L.R., Cantero, J., Danielowski, R. et al. An optimized index for cold tolerance assessment in rice during germination and early seedling stage. J. Crop Sci. Biotechnol. 26, 243–253 (2023). https://doi.org/10.1007/s12892-022-00175-z

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12892-022-00175-z

Keywords

Navigation