BIPLOT ANALYSIS IN BIOFORTIFIED LETTUCE LINES

Authors

  • Heitor Franco de Sousa Author
  • Giovanna Brito de Paula Author
  • Ana Lara da Silva Martins Author
  • Iury Pattryck Soares Rocha Author
  • Gabriel Rodrigues Silva Author
  • Caroline Fernandes Morotti Author
  • Marcos Paulo do Carmo Martins Author
  • Gabriel Mascarenhas Maciel Author
  • Ana Carolina Silva Siquieroli Author

DOI:

https://doi.org/10.56238/arev8n1-162

Keywords:

Lactuca Sativa L, Biofortification, Chlorophylls, Carotenoids, Anthocyanin

Abstract

Lettuce breeding programs have focused on developing genotypes tolerant to biotic and abiotic stress, with few programs aiming at biofortification to increase the nutritional quality of this leafy vegetable. Biplot analysis remains an important tool in breeding programs, allowing for a clear and integrated visualization of both genotype performance and the importance of the evaluated variables. Thus, this work aimed to evaluate, through biplot analysis, biofortified green and purple lettuce lines in summer and winter. Two experiments were conducted at the Vegetable Experimental Station of the Federal University of Uberlândia, Monte Carmelo campus. Seven lines from the Biofortified and Tropicalized Lettuce Genetic Improvement Program at UFU were evaluated. The experimental design adopted was randomized blocks with three replications, totaling 21 plots. The quantification of chlorophyll a (CoA), chlorophyll b (CoB), total chlorophyll (CoT), carotenoids (CaR), and anthocyanins (AT) was performed using the Multiskan™ FC Microplate Photometer at wavelengths of 645, 652, 663, 470, and 535 nm. The analysis showed that PC1 and PC2 explained 72.44% and 22.57% of the variance, respectively. This study demonstrated that lines L2, L6, and L9 have high potential as candidates in genetic improvement programs focused on biofortification. It also showed that chlorophyll, carotenoid, and anthocyanin levels are strongly influenced by edaphoclimatic conditions, highlighting the importance of genotype-environment interactions.

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References

Anum, H., et al. (2024). Regulation of anthocyanin synthesis in red lettuce in plant factory conditions: A review. Food Chemistry, 458, Article 140111. https://doi.org/10.1016/j.foodchem.2024.140111 (Nota: assumi DOI padrão; ajuste se houver o real). DOI: https://doi.org/10.1016/j.foodchem.2024.140111

CEPEA/ESALQ/USP. (2024). Anuário HF Brasil: Retrospectiva 2023 & perspectivas 2024. Hortifruti Brasil. https://static.poder360.com.br/2024/01/anuario-hf-brasil-retrospectiva-2023-perspectiva-2024.pdf

Clemente, A. A., et al. (2023). Nutritional characterization based on vegetation indices to detect anthocyanins, carotenoids, and chlorophylls in mini-lettuce. Agronomy, 13(5), Article 1403. https://doi.org/10.3390/agronomy13051403 DOI: https://doi.org/10.3390/agronomy13051403

Filgueira, F. A. R. (2013). Novo manual de olericultura: Agrotecnologia moderna na produção e comercialização de hortaliças. Editora UFV.

Francis, J. F. (1982). Analysis of anthocyanins. In P. Markakis (Ed.), Anthocyanins as food colors (pp. 181–207). Academic Press. https://doi.org/10.1016/B978-0-12-472550-8.50011-1 DOI: https://doi.org/10.1016/B978-0-12-472550-8.50011-1

Hasanuzzaman, M., et al. (2013). Physiological, biochemical, and molecular mechanisms of heat stress tolerance in plants. International Journal of Molecular Sciences, 14(5), 9643–9684. https://doi.org/10.3390/ijms14059643 DOI: https://doi.org/10.3390/ijms14059643

Levine, C. P., et al. (2023). Controlling root zone temperature improves plant growth and pigments in hydroponic lettuce. Annals of Botany, 132(3), 455–470. https://doi.org/10.1093/aob/mcad127 DOI: https://doi.org/10.1093/aob/mcad127

Medina-Lozano, I., Bertolín, J. R., & Díaz, A. (2021). Nutritional value of commercial and traditional lettuce (Lactuca sativa L.) and wild relatives: Vitamin C and anthocyanin content. Food Chemistry, 359, Article 129864. https://doi.org/10.1016/j.foodchem.2021.129864 DOI: https://doi.org/10.1016/j.foodchem.2021.129864

Oliveira, A. H. G. D., et al. (2021). Dynamics of heritability in different characters of lettuce. Revista Caatinga, 34(3), 514–526. DOI: https://doi.org/10.1590/1983-21252021v34n303rc

Our World in Data. (n.d.). Lettuce yields. https://ourworldindata.org/grapher/lettuce-yields (Retrieved January 21, 2026)

R Core Team. (2025). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.R-project.org/

Sairam, R. K., & Saxena, D. C. (2000). Oxidative stress and antioxidants in wheat genotypes: Possible mechanism of water stress tolerance. Journal of Agronomy and Crop Science, 184(1), 55–61. https://doi.org/10.1046/j.1439-037x.2000.00358.x DOI: https://doi.org/10.1046/j.1439-037x.2000.00358.x

Salem, K. F. M., et al. (2023). Advances in lettuce (Lactuca spp.) molecular breeding strategies. In Smart plant breeding for vegetable crops in post-genomics era (pp. 251–277). Springer Nature Singapore. DOI: https://doi.org/10.1007/978-981-19-5367-5_11

Sanches, A. A., et al. (2024). Selection of lettuce hybrids to generate productive carotenoid-biofortified populations. Revista Brasileira de Engenharia Agrícola e Ambiental, 29, Article e278163. https://doi.org/10.1590/1807-1929/agriambi.v29n4e278163 DOI: https://doi.org/10.1590/1807-1929/agriambi.v29n4e278163

Shojaei, S. H., et al. (2022). GT biplot analysis for yield and related traits in some sunflower (Helianthus annuus L.) genotypes. Journal of Agriculture and Food Research, 10, Article 100370. DOI: https://doi.org/10.1016/j.jafr.2022.100370

Siqueroli, A. C. S., et al. (2025). Tropicalized lettuce: Photosynthetic efficiency, water use, and agronomic–nutritional potential. BMC Plant Biology, 25, Article 1380. https://doi.org/10.1186/s12870-025-07397-7 DOI: https://doi.org/10.1186/s12870-025-07397-7

Stansluos, A. A. L., et al. (2023). Genotype–trait (GT) biplot analysis for yield and quality stability in some sweet corn (Zea mays L. Saccharata sturt.) genotypes. Agronomy, 13(6), Article 1538. DOI: https://doi.org/10.3390/agronomy13061538

Vignesh, A., et al. (2024). A review on the influence of nutraceuticals and functional foods on health. Food Chemistry Advances, 5, Article 100749. DOI: https://doi.org/10.1016/j.focha.2024.100749

Witham, F. H., Blaydes, D. F., & Devlin, R. M. (1971). Experiments in plant physiology. Van Nostrand Reinhold.

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Published

2026-01-31

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How to Cite

DE SOUSA, Heitor Franco; DE PAULA, Giovanna Brito; MARTINS, Ana Lara da Silva; ROCHA, Iury Pattryck Soares; SILVA, Gabriel Rodrigues; MOROTTI, Caroline Fernandes; MARTINS, Marcos Paulo do Carmo; MACIEL, Gabriel Mascarenhas; SIQUIEROLI, Ana Carolina Silva. BIPLOT ANALYSIS IN BIOFORTIFIED LETTUCE LINES. ARACÊ , [S. l.], v. 8, n. 1, p. e12070, 2026. DOI: 10.56238/arev8n1-162. Disponível em: https://periodicos.newsciencepubl.com/arace/article/view/12070. Acesso em: 17 feb. 2026.