Multivariate analysis to identify drought responsive morpho-physiological traits in standard chrysanthemum genotypes
Downloads
Published
DOI:
https://doi.org/10.58993/ijh/2025.82.3.4Keywords:
Drought stress, multivariate analysis, morpho-physiological traits, total chlorophyll, PCA.Issue
Section
License
Copyright (c) 2025 Namita ., Bibin Poulose, Gunjeet Kumar, Sapna Panwar, Kanwar P. Singh, Sudhir Kumar, Amitha Mithra Sevanthi, Gopala Krishnan S.

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Chrysanthemum is a major flower crop grown globally for its use as cut flowers, potted plants and landscape decoration. It is highly susceptible to drought; hence, it is necessary to identify the drought responsive key traits in chrysanthemum. In this study, 14 standard chrysanthemum genotypes were evaluated for drought tolerance under hydroponics and pot culture in three replications of a completely randomised design (CRD). The seedlings were exposed to osmotic stress with 10% PEG (Polyethylene Glycol). In pot culture, a drought stress of -60 kPa was applied for seven days during the vegetative growth and flower bud initiation stages. R statistical analysis was performed (PCA analysis, R2.15.1 by R Development Core Team) to evaluate several morphological and physiological traits. In hydroponics and pot culture drought conditions, RWC, MSI, and yield were highly correlated with chlorophyll a, chlorophyll b, total chlorophyll, carotenoids, chlorophyll fluorescence, stem girth, flower yield, and biomass. As a result, these traits can be considered useful selection indicators for drought tolerance. According to PCA, the traits chlorophyll a, chlorophyll b, chlorophyll a/b, total chlorophyll, carotenoids, RWC, and chlorophyll fluorescence were the most crucial traits that involved in genotype variability under stress contributing significantly to PC1 in pots and hydroponics. In hydroponics and pot culture, the variability was categorized into three and five principal components, respectively. These results offered useful information for chrysanthemum breeders aiming to select and improve drought tolerance through targeted selection and marker-assisted breeding strategies.Abstract
How to Cite
Downloads
1. Ahmed, H.G.M., Khan, A.S., Kashif, M. and Khan, S.H. 2017. Genetic mechanism of leaf venation and stomatal traits for breeding drought tolerant lines in wheat. Bangladesh J. Bot. 46: 35–41. 2. Ahmed, K., Shabbir, G. and Ahmed, M. 2025. Exploring drought tolerance for germination traits of diverse wheat genotypes at seedling stage: a multivariate analysis approach. BMC Plant Biol. 25(1):390. doi: 10.1186/s12870-025- 06345-9. 3. Arnon, J.D. 1949. Copper enzymes in isolated chloroplast. Polyphenoloxidase in Beta vulgaris. PlantPhysiol. 24: 1-15 4. Barrs., H.D. and Weatherley, P.E. 1962. A reexamination of the relative turgidity technique for estimating water deficit in leaves. Aust. J. Biol. Sci. 15: 413-428. 5. Dahiya, P., Kour, K., Bakshi, P., Kour, S., Singh, D. B. and Bhushan, B. 2022. Correlation and path analysis using growth, flowering, fruiting and biochemical parameters in cape gooseberry. Indian J. Hortic. 79: 145-150. 6. Dey, D., Tanaka, R. and Ito, H. 2023. Structural Characterization of the Chlorophyllide a oxygenase (CAO) enzyme through an in silico approach. J. Mol.Evol. 91(2): 225-235. 7. Ghasemi, M., Arzani, K., Yadollahi, A., Ghasemi, S. and Khorrami, S. 2011. Estimate of leaf chlorophyll and nitrogen content in Asian pear 282 (Pyrus serotina Rehd.) by CCM-200. Not. Sci. Biol. 3: 91–94. 8. Greenacre, M., Groenen, P. J., Hastie, T., d’Enza, A. I., Markos, A. and Tuzhilina, E. 2022. Principal component analysis. Nat. Rev. Methods Primers. 2(1): 100. doi.org/10.1038/s43586-022-00184-w. 9. Guo, C., Liu, L., Sun, H., Wang, N., Zhang, K., Zhang, Y. and Li, C. 2022. Predicting F v/F m and evaluating cotton drought tolerance using hyperspectral and 1D-CNN. Front. Plant Sci. 13: doi: 10.3389/fpls.2022.1007150. 10. Hiscox, J.D. and Israelstam G.F.1979. A method for the extraction of chlorophyll from leaf tissue without maceration. Canad. J. Bot. 57: 1332– 1334. 11. Jolliffe, I. T. and Cadima, J. 2016. Principal component analysis: a review and recent developments. Philos. Transact. A Math. Phys. Eng. Sci. 374(2065): 20150202. doi: 10.1098/ rsta.2015.0202. 12. Joshi, R. K., Bharat, S. S. and Mishra, R. 2020. Engineering drought tolerance in plants through CRISPR/Cas genome editing. 3 Biotech, 10(9): 400. doi: 10.1007/s13205-020-02390-3. 13. Lashbrooke, J.G., Young, P.R., Dockrall, S.J., Vasanth, K. and Vivier, M.A. 2013. Functional characterisation of three members of the Vitis vinifera L. carotenoid cleavage dioxygenase gene family. BMC Plant Biol. 13: 1-17. 14. Marcum, K.B., Anderson, S.J. and Engelke, M.C .1998. Salt gland ion secretion: a salinity tolerance mechanism among five zoysia grass species. Crop Sci. 38: 1414. 15. Muhammad, M., Waheed, A., Wahab, A., Majeed, M., Nazim, M., Liu, Y. H. and Li, W. J. 2024. Soil salinity and drought tolerance: An evaluation of plant growth, productivity, microbial diversity, and amelioration strategies. Plant Stress. 11: 100319. doi:10.1016/j.stress.2023.100319. 16. Poulose, B., Paliwal, A., Bohra, M., Punetha, P., Bahuguna, P. and Namita, N. 2020. Character association and path analysis of quantitative traits among marigold (Tagetes sp.) genotypes. Indian J. Agric. Sci. 90: 122-128. 17. Singh, S.K., Reddy, V.R., Fleisher, D.H. and Timlin, D.J. 2017. Relationship between photosynthetic pigments and chlorophyll fluorescence in soybean under varying phosphorus nutrition at ambient and elevated CO2. Photosynthetica. 55: 421-433. 18. Strzałka, K., Kostecka-Gugała, A. and Latowski, D. 2003. Carotenoids and environmental stress in plants: significance of carotenoid-mediated modulation of membrane physical properties. Russ. J. Plant Physiol. 50: 168-173. 19. Ullas P, S., Namita, Singh, K. P., Panwar, S., Kundu, A., S, G. K. and Kumar, G. 2018. Influence of drying techniques on retention of anthocyanin and their antioxidant activities in chrysanthemum (Chrysanthemum × morifolium) flowers. Indian J. Agric. Sci. 88(2): 228-233. 20. Ullas P, S., Namita, Singh, K. P., Panwar, S., Kundu, A., S, G. K. and Kumar, G. 2018. Profiling of carotenoid pigments and their antioxidant activities in ray florets of chrysanthemum (Chrysanthemum× morifolium). Indian J. Agric. Sci. 88(3): 393-399. 21. Yang, X., Lu, M., Wang, Y., Wang, Y., Liu, Z. and Chen, S. 2021. Response mechanism of plants to drought stress. Horticulturae, 7(3): 50. doi: 10.3390/horticulturae7030050
References
Similar Articles
- Lalit Arya, Ramya K.N., Anjali Kak, Chitra Devi Pandey, Manjusha Verma, Veena Gupta, Genetic diversity analysis in Morinda tomentosa collected from Gujarat using RAPD markers , Indian Journal of Horticulture: Vol. 70 No. 04 (2013): Indian Journal of Horticulture
- A.K. Sharma, R.G. Somkuwar, Kaushik Banerjee, Satisha Jogaiah, Narayan Kamble, Crop levels and pruning timing affect must and wine quality of Cabernet Sauvignon wine grape , Indian Journal of Horticulture: Vol. 75 No. 03 (2018): Indian Journal of Horticulture
- M.L. Chadha, Response of some wild species of tomato against Peanut bud necrosis virus under open-field conditions , Indian Journal of Horticulture: Vol. 73 No. 1 (2016): Indian Journal of Horticulture
- P.M. Haldankar, Vaishali Thorat, A.J. Mayekar, P.J. Khirsagar, G.N. Korake, R.G. Khandekar, Effect of paclobutrazol and post flowering foliar sprays of nutrients for accelerating harvesting of jackfruit , Indian Journal of Horticulture: Vol. 71 No. 4 (2014): Indian Journal of Horticulture
- H. Rymbai, C.R. Patel, K.N. Chaudhry, T.R. Ahlawat, N.L. Patel, Performance of ‘Alphonso’ as a source of pollen for its hybrids ‘Sonpari’ and ‘Neelphonso’ as female parents in mango , Indian Journal of Horticulture: Vol. 72 No. 02 (2015): Indian Journal of Horticulture
- Mohan Ram, K.V. Prasad, T. Janakiram, S.K. Singh, Ajay Arora, Callus induction and proliferation from Rosa hybrida leaf explants , Indian Journal of Horticulture: Vol. 72 No. 03 (2015): Indian Journal of Horticulture
- P. Dutta, S. Kundu, S. Biswas, Integrated nutrient management in litchi cv Bombai in new alluvial zone of West Bengal , Indian Journal of Horticulture: Vol. 67 No. 02 (2010): Indian Journal of Horticulture
- Swati Saha, K Chandrashekar, Raj Verma, Savarni Tripathi, Performance evaluation of natural dwarf mutant tomato suitable for vertical gardening , Indian Journal of Horticulture: Vol. 78 No. 02 (2021): Indian Journal of Horticulture
- Xiaohua Du, Deyuan Wang, Zhenhui Gong, Comparison of RSAP, SRAP and SSR markers for genetic analysis in hot pepper , Indian Journal of Horticulture: Vol. 67 No. 04 (2010): Indian Journal of Horticulture
- K. Dey, A. Ghosh, A.N. Dey, N. Bhowmick, Efficacy of IAA concentration and cutting length on rooting of stem cuttings in Spondias pinnata Linn.h , Indian Journal of Horticulture: Vol. 74 No. 01 (2017): Indian Journal of Horticulture
<< < 63 64 65 66 67 68 69 70 71 72 > >>
You may also start an advanced similarity search for this article.
Most read articles by the same author(s)
- Saraswati, M. K. Singh, Namita, S. S. Sindhu, Rakesh Pandey, Mahesh Chand Meena, Nutrition for commercial flower production of Longiflorum asiatica (LA) hybrid under northern plains , Indian Journal of Horticulture: Vol. 81 No. 03 (2024): Indian Journal of Horticulture
- Gunjeet Kumar, Sagar C.T., Vartika Budhlakoti, K.P. Singh, A.K. Tiwari, S. P. Singh, Sudhir Kumar, Radha Prasanna, Effect of microbial biofilm in the sustainable production of chrysanthemum , Indian Journal of Horticulture: Vol. 80 No. 2 (2023): Indian Journal of Horticulture
- Vanlalruati, Prativa Anand, Gunjeet Kumar, A. K. Tiwari, S. S. Sindhu, Varun M. Hiremath, Differential response of chrysanthemums on osmolyte accumulation, chlorophyll content and growth attributes under salinity stress , Indian Journal of Horticulture: Vol. 80 No. 2 (2023): Indian Journal of Horticulture
- Tasou Rihne, Namita ., Kanwar P. Singh, M.K. Singh, Akshay Talukdar, G.P. Rao, Elimination of ‘Candidatus Phytoplasma asteris’ from rose (Rosa × hybrida L.) by application of antibiotics under in-vitro and in-vivo conditions , Indian Journal of Horticulture: Vol. 82 No. 01 (2025): Indian Journal of Horticulture
