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
- Ratnesh Kumari, Seema Bedi, A. S. Dhatt, Effect of nitrogen forms on physiological and biochemical constituents of lettuce grown in soilless conditions during different seasons , Indian Journal of Horticulture: Vol. 77 No. 04 (2020): Indian Journal of Horticulture
- Smriti Bansal, P. K. Mahajan, R. K. Gupta, Ashu Chandel, Pramod Kumar, Sarita Devi, Variability analysis and PCA studies for fruiting behaviour in high density guava , Indian Journal of Horticulture: Vol. 81 No. 01 (2024): Indian Journal of Horticulture
- T.K. Behera, H. Tiwari, Swati Saha, Preeti Singhal, Variation in chlorophyll and carotenoids content in bitter gourd genotypes at edible maturity stage , Indian Journal of Horticulture: Vol. 70 No. 04 (2013): Indian Journal of Horticulture
- Sunil A Nair, Devinder K. Mehta, Ramesh Kumar, Sandeep Kansal, Rajesh K. Dogra, Vinay Verma, Exploitation of heterosis for yield contributing traits of late group of cauliflower , Indian Journal of Horticulture: Vol. 82 No. 02 (2025): Indian Journal of Horticulture
- N.D. Bhutia, P. Kumar, A. Chattopadhyay, Assessment of genetic diversity in chilli genotypes using multivariate analysis , Indian Journal of Horticulture: Vol. 74 No. 01 (2017): Indian Journal of Horticulture
- Reeta Bhatia, S.S. Dey, Raj Kumar, Genetic divergence studies in tulip (Tulipa gesneriana L.) , Indian Journal of Horticulture: Vol. 74 No. 04 (2017): Indian Journal of Horticulture
- J.S. Khosa, A.S. Dhatt, Genetic diversity for morphological and biochemical traits in bulb onion , Indian Journal of Horticulture: Vol. 72 No. 01 (2015): Indian Journal of Horticulture
- Akanksha Sharma, R.K Dogra, D.S Thakur, V.S Rana, Genetic studies on important horticultural traits using line × tester analysis in pomegranate , Indian Journal of Horticulture: Vol. 78 No. 02 (2021): Indian Journal of Horticulture
- Sabina Islam, A.D. Munshi, Ravinder Kumar, T.K. Behera, S.K. Lal, Gene effects studies in sponge gourd for earliness, yield and its component traits , Indian Journal of Horticulture: Vol. 70 No. 04 (2013): Indian Journal of Horticulture
- Brij Bihari Sharma, V.K. Sharma, Shri Dhar, Combining ability studies for yield and other horticultural traits in garden pea (Pisum sativum var. hortense L.) , Indian Journal of Horticulture: Vol. 72 No. 04 (2015): Indian Journal of Horticulture
<< < 4 5 6 7 8 9 10 11 12 13 > >>
You may also start an advanced similarity search for this article.
Most read articles by the same author(s)
- 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
- 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
- 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
