Abstract
Finger millet production was negatively affected by drought stress. Thus, the assessment of genotypic variability for drought tolerance is of great significance for the finger millet breeding program. A pot experiment was conducted to evaluate drought responses in 32 indigenous finger millets originated from various regions of Koraput along with five improved genotypes including drought tolerant check (GPU28). Variations of early morpho-physiological traits such as seedling length, fresh and dry biomass, dry matter accumulation (DMA), relative growth index (RGI), relative water content (RWC), drought tolerance index (DTI), SPAD index along with photosynthesis gas exchange parameters and PSII activity were evaluated under simulated drought stress by withholding irrigation. The first two axes of principal component analysis (PCA) captured 94.6% of the total variation of morpho-physiological traits and indicated wide variations among the genotypes. Among the studied traits, DTI, DMA, RWC, photosynthetic rate and leaf area are identified as the major determining factor for diversity among finger millet genotypes. These traits also recorded higher genetic heritability accompanied by high genetic advance, which may be of larger interest for crop improvement programmes. Based on drought tolerance ranking, six finger millet genotypes (Ladu, Lala, Bati, Biri, Tumuka and Bhalu) showed superior drought tolerance response compared to the tolerant check genotypes. These genotypes are identified as drought tolerant genotypes of this region suited for cultivation in drought prone areas and can be used in future finger millet breeding programs for drought tolerance.
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Abenavoli, M. R., Leone, M., Sunseri, F., Bacchi, M., & Sorgona, A. (2016). Root phenotyping for droughttolerance in bean landraces from Calabria (Italy). Journal of Agronomy and Crop Science, 202(1), 1–12.
Arunachalam, V., Chaudhury, S. S., Sarangi, S. K., Ray, T., Mohanty, B. P., Nambi, V. A., & Mishra, S. (2006). Rising on rice: The story of Jeypore (pp. 1–37). Chennai: MS Swaminathan Research Foundation.
Batra, N. G., Kumari, N., & Sharma, V. (2016). Photosynthetic performance of Ocimum sanctum morphotypes in a semiarid region. Journal of Herbs, Spices and Medicinal Plants, 22(3), 211–224.
Bhatt, D., Negi, M., Sharma, P., Saxena, S. C., Dobriyal, A. K., & Arora, S. (2011). Responses to drought inducedoxidative stress in five finger millet varieties differing in their geographical distribution. Physiology andMolecular Biology of Plants, 17(4), 347–353.
Bhattacharjee, S. (2008). Triadimefon pre-treatment protects newly assembled membrane system and causes up regulation of stress proteins in salinity stressed Amaranthus lividus L. during early germination. Journal of Environmental Biology, 29(5), 805–810.
Bhattacharjee, S., & Dey, N. (2018). Redox metabolic and molecular parameters for screening drought tolerantindigenous aromatic rice cultivars. Physiology and Molecular Biology of Plants, 24(1), 7–23.
Burton, G. W., & Devane, D. E. (1953). Estimating heritability in tall fescue (Festuca arundinacea) from replicated clonal material 1. Agronomy Journal, 45(10), 478–481.
Ceasar, A. S., Maharajan, T., Krishna, A. T. P., Ramakrishnan, M., Roch, V. G., Satish, L., & Ignacimuthu, S. (2018). Finger Millet [Eleusine coracana (L.) Gaertn.] improvement: Current status and future interventions of whole genome sequence. Frontiers in Plant Science, 9, 1054.
Chandra, D., Chandra Pallavi, S., & Sharma, A. K. (2016). Review of finger millet (Eleusine coracana (L.) Gaertn): A power house of health benefiting nutrients. Food Science and Human Wellness, 5(3), 149–155.
DES-GOI. (2021). Agricultural Statistics at a Glance 2020. Directorate of Economics and Statistics; Ministry of Agriculture, Government of India: New Delhi, India
Govindachary, S., Bukhov, N. G., Joly, D., & Carpentier, R. (2004). Photosystem II inhibition by moderate lightunder low temperature in intact leaves of chilling- sensitive and- tolerant plants. Physiologia Plantarum, 121(2), 322–333.
Guidi, L., Piccolo, E. L., & Landi, M. (2019). Chlorophyll Fluorescence, photo-inhibition and abiotic stress: Does it make any difference the fact to Be a C3 or C4 species? Frontiers in Plant Science, 10, 174.
Gupta, S. M., Arora, S., Mirza, N., Pande, A., Lata, C., Puranik, S., Kumar, J., & Kumar, A. (2017). Finger millet: A “certain” crop for an “uncertain” future and a solution to food insecurity and hidden hunger understressful environments. Frontiers in Plant Science, 8, 643.
Johnson, H. W., Robinson, H. F., & Comstock, R. E. (1955). Estimates of genetic and environmental variability in soybeans. Journal of Agronomy, 47, 314–318.
Khan, F., Upreti, P., Singh, R., Shukla, P. K., & Shirke, P. A. (2017). Physiological performance of two contrastingrice varieties under water stress. Physiology and Molecular Biology of Plants, 23(1), 85–97.
Lauteri, M., Haworth, M., Serraj, R., Monteverdi, M. C., & Centritto, M. (2014). Photosyntheticdiffusionalconstraints affect yield in drought stressed rice cultivars during flowering. PLoS ONE, 9(10), e109054.
Mathobo, R., Marais, D., & Steyn, J. M. (2017). The effect of drought stress on yield, leaf gaseous exchange andchlorophyll fluorescence of dry beans (Phaseolus vulgaris L.). Agricultural Water Management, 180, 118–125.
Mathur, S., & Jajoo, A. (2015). Investigating deleterious effects of ultraviolet (UV) radiations on wheat by a quickmethod. Acta Physiologiae Plantarum, 37, 121–127.
Maxwell, K., & Johnson, G. N. (2000). Chlorophyll fluorescence–a practical guide. Journal of Experimental Botany, 51(345), 659–668.
Mishra, S., & Chaudhury, S. S. (2012). Ethnobotanical flora used by four major tribes of Koraput, Odisha India. Genetic Resources and Crop Evolution, 59(5), 793–804.
Mishra, S. S., & Panda, D. (2017). Leaf traits and antioxidant defense for drought tolerance during early growthstage in some popular traditional rice landraces from Koraput India. Rice Science, 24(4), 207–217.
Mishra, S. S., Behera, P. K., & Panda, D. (2019). Genotypic variability for drought tolerance-related morpho-physiological traits among indigenous rice landraces of Jeypore tract of Odisha India. Journal of Crop Improvement, 33(2), 254–278.
Mohapatra, P. P., Bhoi, S., Maity, T. K., Majhi, A., & Tarafdar, J. (2017). Genetic variability, heritability and genetic advance studies in onion (Allium cepa L.). Journal of Crop and Weed, 13(3), 32–34.
Mukami, A., Ngetich, A., Mweu, C., Oduor, R. O., Muthangya, M., & Mbinda, W. M. (2019). Differential characterization of physiological and biochemical responses during drought stress in finger millet varieties. Physiology and Molecular Biology of Plants, 25(4), 837–846.
Mundada, P. S., Nikam, T. D., Kumar, S. A., Umdale, S. D., & Ahire, M. L. (2020). Morpho-physiological and biochemical responses of finger millet (Eleusine coracana (L) Gaertn) genotypes to PEG-induced osmotic stress. Biocatalysis and Agricultural Biotechnology, 23, 101488.
Odeny, D. A., Niazi, A., Tesfaye, K., Lule, D., Wanyonyi, S., & Kunguni, J. S. (2020). Genomic designing for climate smart finger millet. Genomic Designing of climate-smart cereal crops (pp. 287–307). Springer.
Panda, D., & Sarkar, R. K. (2012). Leaf photosynthetic activity and antioxidant defence associated with Sub1 QTL in rice subjected to submergence and subsequent re-aeration. Rice Science, 19(2), 108–116.
Panda, D., Mahakhud, A., Mohanty, B., Mishra, S. S., & Barik, J. (2018). Genotypic variation of photosynthetic gas exchange and stomatal traits in some traditional rice (Oryza sativa L.) landraces from Koraput, India for crop improvement. Physiology and Molecular Biology of Plants, 24(5), 973–983.
Panda, D., Rath, C., Behera, P. K., & Lenka, S. K. (2021a). Physiological introspection of leaf photochemical activity and antioxidant metabolism in selected indigenous finger millet genotypes in relation to drought stress. Cereal Research Communications, 49(4), 607–618.
Panda, D., Sailaja, H. N., Behera, P. K., Lenka, K., Sharma, S. S., & Lenka, K. S. (2021b). Genetic diversity of under-utilized indigenous finger millet genotypes from Koraput, India for crop improvement. Journal of Plant Biochemistry and Biotechnology, 30, 99–116.
Panda, D., Behera, P. K., Mishra, S., & Mishra, B. S. (2022a). Differential drought tolerance responses in short-grain aromatic rice germplasms from Koraput valley of Eastern Ghats of India. Plant Physiology Reports, 27(1), 119–131.
Panda, D., Behera, P. K., Panda, A., & Nayak, J. K. (2022b). Advancement in omics technologies for enhancing abiotic stress tolerance in finger millet. Omics approach to manage abiotic stress in cereals (pp. 559–574). Springer.
Panda, D., & Palita, S. K. (2021). Potential of underutilized wild crops in Koraput, Odisha, India for improving nutritional security and promoting climate resilience.
Pradhan, A., Panda, A. K., & Bhavani, R. V. (2019). Finger millet in tribal farming systems contributes to increased availability of nutritious food at household level: Insights from India. Agricultural Research, 8, 540–547.
Saha, D., Channabyre Gowda, M. V., Arya, L., Verma, N., & Bansal, K. C. (2016). Genetic and genomic resources of small millets. Critical Reviews in Plant Sciences, 35(1), 56–79.
Singh, J., & Thakur, J. K. (2018). Photosynthesis and abiotic stress in plants. In S. Vats (Ed.), Biotic and abiotic stress tolerance in plants (pp. 27–46). Springer.
Singh, S. K., Singh, C. M., & Lal, G. M. (2011). Assessment of genetic variability for yield and its component characters in rice (Oryza sativa L.). Plant Biology, 1(4), 73–76.
Sood, S., Joshi, D. C., Chandra, A. K., & Kumar, A. (2019). Phenomics and genomics of finger millet: Current status and future prospects. Planta, 250(3), 731–751.
Steel, R. G., Torrie, J. H., & Dicky, A. D. (1997). Principles and procedures of statistics: A biometrical approach. McGraw-Hill.
Swapna, S., & Shylaraj, K. S. (2017). Screening for osmotic stress responses in rice varieties under drought condition. Rice Science, 24(5), 253–263.
Acknowledgements
We highly acknowledged the Regional Director, MS Swaminathan Research Foundation, Jeypore, for supplying finger millet seeds for the experiment. Mr. Prafulla K. Behera and Mr. Suraj K. Padhy, PhD Scholars of CUO are thanked for their help during recording of physiological data.
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BB, AP and DP conceive and designed the experiments, AP, KL and BB growing the plants and measured the morpho-physiological traits. DP supervised the work, analysed the data and wrote the paper. All the authors given valuable suggestion and approved the final draft of manuscript.
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Panda, D., Panda, A., Bhoi, B. et al. Genotypic variability of drought-tolerance responses in underutilized indigenous finger millet genotypes. Plant Physiol. Rep. 28, 362–377 (2023). https://doi.org/10.1007/s40502-023-00742-8
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DOI: https://doi.org/10.1007/s40502-023-00742-8