Genetic Divergence for Grain Quality and Agromorphological Traits in Pearl Millet
GENETIC DIVERGENCE IN PEARL MILLET
257 / 217
Abstract
Calcium and magnesium deficiencies have severe health consequences in adults and children, especially in developing countries. Being naturally endowed with higher levels of grain minerals (Fe, Ca, Zn, Mg, P, and K), protein, carbohydrates, and fibre, pearl millet is considered as a potential crop to address micronutrient deficiency. Fifty germplasm lines were assessed for genetic divergence using randomized block design during Kharif (Rainy) 2020 at CCSHAU, Hisar. Observations were taken for eight quantitative characters, and grain Ca and Mg were determined for each genotype using ICP-MS. D2 analysis and hierarchical cluster analysis utilising the UPGMA method were applied to ascertain the degree of diversification and relative proportion of each component trait towards the overall divergence. Both clustering approaches arranged genotypes into six clusters, signifying that there is of substantial genetic variation among 50 genotypes of pearl millet. Based on the ranking method used in D2 analysis, the grain Ca content displayed highest diversity, followed by grain yield per plant and dry fodder yield per plant. In both clustering methods, clusters with the genotypes HR-1038, HRI-115, and GP-227 had the highest mean performance for grain Ca and Mg content, whereas clusters with the genotypes HR-607, HR-101, HI-1012, HI-1013, and HTP03/13-927 had the lowest mean performance. Regarding grains yield per plant, clusters containing the genotypes GP-141, GP-176, GP-181, EBL-12-237, and ICMR09888 performed exceptionally well.
Downloads
References
Athoni, B.K., Boodi, I., Pattanashetti, S.K. and
Guggari, A.K. 2016. Genetic diversity for
yield and its component traits in pearl millet
[Pennisetum glaucum (L) R Br]. International
Journal of Natural Sciences 7(4): 795-798.
Birchler, J.A., Yao, H., Chudalayandi, S., Vaiman, D.
and Veitia, R.A. 2010. Heterosis. Plant Cell 22:
- 2112. DOI: 10.1105/tpc.110.076133
Combs, G.F. and Nielsen, F.H. 2009. Health
significance of calcium and magnesium:
Examples from human studies. Calcium and
Magnesium in Drinking-water: Public Health Sig.,
Dave, R.V. and Joshi, P. 1995. Divergence and
heterosis for fodder attributes in pearl millet.
Indian Journal of Genetics and Plant Breeding
(03): 302-307. DOI: https://doi.org/.
Devos, K.M., Hanna, W.W. and Ozias-Akins, P. 2006.
Pearl millet. Cereals and Millets 1: 303-323.
Drabo, I., Zangre, G.R., Sawadogo, M. and
Ouedraogo, M. 2013. Genetic variability and
estimates of genetic parameters in Burkina
faso’s pearl millet landraces. International Journal
of Agriculture and Forestry 3(7): 367-373. DOI:
5923/j.ijaf.20130307.17
FAO/WHO. 2002 Preliminary report on
recommended nutrient intakes. Joint FAO/
WHO expert consultation on human vitamin and
mineral requirements, FAO, Bangkok, Thailand,
Sept 21–30, 1998, Food and Agricultural
Organization of the United Nations and World
Health Organization, Geneva, Switzerland.
Ghazy, M.M., Sakr, H.O. and Rajab, M.N. 2015.
Estimation of genetic variability and divergence
in some selected lines of pearl millet. Journal of
Agricultural Chemistry and Biotechnology 6(12):
-626. DOI: 10.21608/jacb.2015.48479
Govindaraj, M., Selvi, B. and Sudhir Kumar, I.
Genetic diversity studies in indigenous
pearl millet [Pennisetum glauccum (L.) R. Br.]
accessions based on biometrical and nutritional
quality traits. Indian Journal of Plant Genetic
Resources 24(2):186.
Govindaraj, M., Yadav, O.P., Rajpurohit, B.S., Kanatti,
A., Rai, K.N. and Dwivedi, S.L. 2020. Genetic
variability, diversity and interrelationship for
twelve grain minerals in 122 commercial pearl
millet cultivars in India. Agricultural Research
(4): 1-10. DOI: https://doi.org/10.1007/s40003
-00470-7
Gupta, S.K., Rai, K. N., Singh, P., Ameta, V. L.,
Gupta, S. K., Jayalekha, A. K., and Verma,
Y. S. 2015. Seed set variability under high
temperatures during flowering period in pearl
millet (Pennisetum glaucum L.(R.) Br.). Field
Crops Research 171: 41-53. DOI: https://doi.
org/10.1016/j.fcr.2014.11.005
Haussmann, B.I., Fred Rattunde, H., Weltzien
Rattunde, E., Traoré, P.S., Vom Brocke, K.
and Parzies, H. K. 2012. Breeding strategies
for adaptation of pearl millet and sorghum to
GENETIC DIVERGENCE IN PEARL MILLET
climate variability and change in West Africa.
Journal of Agronomy and Crop Science 198(5):
-339. DOI: https://doi.org/10.1111/j.1439
X.2012.00526.x
Indiastat, 2023. Available online: https://www.
indiastat.com ( accessed on March 20, 2023)
Kalagare, V.S., Ganesan, N.M., Iyanar, K.,
Chitdeshwari, T. and Chandrasekhar, C.N. 2022.
Multivariate analysis in parental lines and land
races of pearl millet [Pennisetum glaucum (L.) R.
Br.]. Electronic Journal of Plant Breeding 13(1): 155
DOI: 10.37992/2022.1301.023
Kaushik, J., Vart, D., Kumar, M., Kumar, A. and
Kumar, R. 2018. Phenotypic diversity in Pearl
Millet [Pennisetum glaucum (L.) R. Br.] germplasm
lines. International Journal of Chemical Studies 6(5):
-1173.
Kiprotich, F., Kimurto, P., Ombui, P., Towett, B.,
Jeptanui, L., Henry, O. and Lagat, N. 2015.
Multivariate analysis of nutritional diversity
of selected macro and micronutrients in pearl
millet (Pennisetum glaucum) varieties. African
Journal of Food Sciences 9(3): 103-112. https://
doi.org/10.5897/AJFS2014.1236
Kumar, R., Verma, U., Malik, V. and Vart, D. 2015.
Multivariate analysis for selection of diverse
genotypes in pearl millet germplasm. Forage
Research 41(2): 73-77.
Kumar, M., Rani, K., Ajay, B.C., Patel, M. S., Mungra,
K.D. and Patel, M.P. 2020. Multivariate diversity
analysis for grain micronutrients concentration,
yield and agro morphological traits in pearl
millet (Pennisetum glaucum (L) R Br). International
Journal of Current Microbiology and Applied
Sciences, 9(3): 2209-2226.
Mahalanobis, P.C. 1936. A statistic study at Chinese
head measurement. Man in India 8: 32-64.
Malik, E.A., Bhardwaj, R., Goyal, M. and Kaur, J.
Morpho-physiological diversity to evaluate
dry summer adaptability of pearl millet.
Agricultural Research 6: 122-129. DOI: https://
doi.org/10.1007/s40003-017-0254-x
Miller, D.D. and Welch, R.M. 2013. Food system
strategies
for preventing micronutrient
malnutrition. Food policy, 42: 115-128. https://
doi.org/10.1016/j.foodpol.2013.06.008
Nambiar, V.S., Dhaduk, J.J., Sareen, N., Shahu, T. and
Desai, R. 2011. Potential functional implications
of pearl millet (Pennisetum glaucum) in health
and disease. Journal of Applied Pharmaceutical
Science (01)10: 62-67.
Nehra, M., Kumar, M., Vart, D., Sharma, R.K. and
Choudhary, M. 2016. DUS characterization and
diversity assessment in pearl millet inbreds.
Electronic Journal of Plant Breeding 7(4): 925-933.
Pfeiffer,
W.H. and McClafferty, B. 2007.
Biofortification:
Breeding micronutrient
dense crops. Breeding Major Food Staples 61-91.
DOI:10.1002/9780470376447
Pujar, M., Govindaraj, M., Gangaprasad, S., Kanatti,
A. and Shivade, H. 2020. Genetic variation
and diversity for grain iron, zinc, protein and
agronomic traits in advanced breeding lines
of pearl millet [Pennisetum glaucum (L.) R. Br.]
for biofortification breeding. Genetic Resources
and Crop Evolution 67(8): 2009-2022.https://doi.
org/10.1007/s10722-020-00956-x
Ramya, A.R., Ahamed, M.L. and R.K. Srivastava.
Genetic diversity analysis among inbred
lines of pearl millet [Pennisetum glaucum (L.) R.
Br.] based on grain yield and yield component
characters. International Journal of Current
Microbiology and Applied Sciences 6(6): 2240-2250.
http://dx.doi.org/10.20546/ijcmas.2017.606.266
Rao, C.R. 1952. Advanced statistical methods in
biometric research: A Division of Macmillan
Publishing Co, Inc New York; Collier-Macmillan
Rasitha, R., Iyanar, K., Ravikesavan, R. and Senthil,
N. 2020. Assessment of genetic diversity in
parental lines of pearl millet [Pennisetum glaucum
(L) R. Br.] for yield and yield related traits.
International Journal of Current Microbiology and
Applied Sciences 9(12): 1575-1582.
Reddy, B.T. and Vengadessan, V. 2022. Genetic
divergence in finger millet (Eleusine coracana L.).
Electronic Journal of Plant Breeding 13(1): 279-285.
DOI: 10.37992/2022.1301.040
Romesburg, H.C. 1990. Cluster Analysis for Researches.
Krieger Publishing Co., Florida 334.
Sankar, S.M., Satyavathi, C.T., Singh, S.P., Singh, M.P.,
Bharadwaj, C. and Barthakur, S. 2014. Genetic
diversity analysis for high temperature stress
tolerance in pearl millet [Pennisetum glaucum (L)
R. Br.]. Indian Journal of Plant Physiology 19(4):
-329.https://doi.org/10.1007/s40502-014
-2
Santos, R., Neves, A.L., Pereira, L.G., Verneque, R.,
Costa, C.T., Tabosa, J., Scherer, C. and Gonçalves,
L. 2017. Divergence in agronomic traits and
performance of pearl millet cultivars in Brazilian
semiarid region. Grassland Science 63(2): 118-127.
https://doi.org/10.1111/grs.12154
Shanmuganathan, M., Gopalan, A. and Mohanraj,
K. 2006. Genetic variability and multivariate
analysis in pearl millet (Pennisetum glaucum (L.)
R. Br.) germplasm for dual purpose. The Journal
of Agricultural Sciences 2: 73-80.
Sharma, V., Sharma, L.D., Jakhar, M.L., Govindraj,
M., Singh, R.V., Sharma, S.K. and Solanki, R.
K. 2020. Genetic diversity in pearl millet inbred
restorers for agro morphological and grain
quality traits. Electronic Journal of Plant Breeding
(1): 310-313. DOI:10.37992/2020.1101.055
KAVITA et al.
Singh, R.K. and Chaudhary, B.D. 1985. Biometrical
methods in quantitative genetic analysis, Kalyani
publishers, New Delhi-Ludhiana, India. 318 p.
Sumathi, P., Lalithkannan, R. and Revathi, S. 2016.
Genetic analysis and diversity studies in pearl
millet (Pennisetum glaucum (L) R Br). Electronic
Journal of Plant Breeding 7(4): 1014-1019. DOI:
5958/0975-928X.2016.00139.3
Ton, A., Mart, D., Karakoy, T., Turkeri, M., Torun,
A.A. and Anlarsal, A. E. 2022. Characterization
of some local pea (Pisum sativum L.) genotypes
for agro-morphological traits and mineral
concentrations. Turkish Journal of Agriculture
and Forestry 46(2): 245-256. DOI:10.55730/1300
X.2975
Varshney, R.K., Shi, C., Thudi, M., Mariac, C.,
Wallace, J., Qi, P. and Xu, X. 2017. Pearl millet
genome sequence provides a resource to
improve agronomic traits in arid environments.
Nature biotechnology 35(10): 969-976. https://doi.
org/10.1038/nbt.3943
Velu, G., Rai, K.N., Muralidharan, V., Kulkarni, V.N.,
Longvah, T. and Raveendran, T.S. 2007. Prospects
of breeding biofortified pearl millet with high
grain iron and zinc content. Plant Breeding
(2): 182-185. https://doi.org/10.1111/j.1439
2007.01322.x
Vijaylaxmi, S.K., Pahuja, P. and Joshi, U.N.
Genetic divergence studies for agro
morphological, insect pest and quality
parameters in mini core collection of forage
sorghum. Forage Research 44: 237-41.
Yadav, O.P., Rai, K.N., Yadav, H.P., Rajpurohit, P.S.,
Gupta, S.K., Rathore, A. and Karjagi, C.G. 2016.
Assessment of diversity in commercial hybrids
of pearl millet in India. Indian Journal of Plant
Genetic Resources 29(2): 130-136. https://doi.
org/10.5958/0976-1926.2016.00018.8
Downloads
Submitted
Published
Issue
Section
License
Copyright (c) 2024 The author(s) continues to retain copyright post publication and can transfer non-exclusive publishing rights to the Annals of Arid Zone Journal.

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.






