Studies on Genetic Pameters for Yield and Yield Contributing Characters in Popcorn Genotypes (Zea mays var. Everta)

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Available online at www.ijpab.com Sridhar et al Int. J. Pure App. Biosci. 5 (4): 1525-1530 (2017) ISSN: 2320 7051 DOI: http://dx.doi.org/10.18782/2320-7051.5479 ISSN: 2320 7051 Int. J. Pure App. Biosci. 5 (4): 1525-1530 (2017) Research Article Studies on Genetic Pameters for Yield and Yield Contributing Characters in Popcorn Genotypes (Zea mays var. Everta) M. Sridhar 1*, K. Murali Krishna 1, Razia Sultana 2 and M.H.V. Bhave 3 1 Department of Genetics and Plant Breeding, 2 Department of Seed Science and Technology, 3 Department of Statistics & Mathematics, College of Agriculture., PJTS Agricultural University, Rajendranagar - 500 030 (Telangana) *Corresponding Author E-mail: sriagrico73@gmail.com Received: 22.07.2017 Revised: 5.08.2017 Accepted: 8.08.2017 ABSTRACT The present investigation was carried out to assess the variability, heritability and genetic advance in thirty genotypes for eleven yield and its contributing traits. Analysis of variance revealed that the mean sum of squares due to genotypes showed significant differences for all the 12 characters studied. Variability studies indicated that the estimates of phenotypic coefficient of variation were slightly higher than genotypic coefficient of variation for all the traits, indicating less influence of environment. Among all the characters under study, grain yield per plant exhibited highest PCV (25.78) and GCV (24.51), whereas lowest PCV (2.30) and GCV (1.18) were recorded for days to maturity. Ear height, no. of kernel rows ear -1, no. of kernels row -1, 100-kernel weight, grain yield plant -1 and popping expansion ratio exhibited high heritability coupled with high genetic advance as a per cent of mean, which indicated the preponderance of additive gene action in controlling these traits. Hence direct selection of these characters would be effective in improving the seed yield. Emphasis should be given on these characters, while selection is made to improve yield potential and popping quality in popcorn breeding. Key words: Genetic advance, Genotypic coefficient of variation, Heritability, Phenotypic coefficient of variation, Popcorn. INTRODUCTION Popcorn, a speciality type of corn is believed to be one of the oldest types of the corn belongs to the tribe Maydeae of the grass family Poaceae and has been referred to as the original cereal snack food as it is the finest form of flint type available. The kernels of popcorn consist of hard starch grain embedded in colloidal material, which pops on heating and produce large puffed flakes. This character separates popcorn from all other types of corn. Yield in popcorn, as in other crops, is a very complex character and depends upon several component characters. Popcorn quality is measured primarily by the expansion volume and number of unpopped kernels 15. Cite this article: Sridhar, M., Krishna, K.M., Sultana, R. and Bhave, M.H.V., Studies on Genetic Pameters for Yield and Yield Contributing Characters in Popcorn Genotypes (Zea mays var. Everta), Int. J. Pure App. Biosci. 5(4): 1525-1530 (2017). doi: http://dx.doi.org/10.18782/2320-7051.5479 Copyright August, 2017; IJPAB 1525

The success of plant breeding depends on the MATERIALS AND METHODS extent of genetic variability present in a crop. In the present investigation was carried out Knowledge on the nature and magnitude of during Kharif, 2013 at Agricultural Research genetic variation governing the inheritance of Station, Karimnagar, Telangana in a quantitative characters like yield and its Randomized Block Design with thirty components is essential for genetic genotypes replicated thrice. Each entry was improvement. A critical analysis of genetic sown in two rows of four meters length with a variability present in the individuals of the spacing of 75 cm between rows and 20 cm population of a crop and its estimation is a prerequisite between the plants. Observations were for initiating any crop improvement recorded on five randomly tagged plants for programme as well as adopting appropriate plant height, ear height, ear length, ear girth, selection techniques. number of kernel rows ear -1, number of kernels Partitioning of observed variability row -1, 100-kernel weight and grain yield plant - into heritable and non-heritable components is. Whereas, observations for the characters very much essential to get a true indication of namely days to 50 % tasseling, days to 50 % the genetic coefficient of variability as a useful silking and days to maturity were recorded on measure of the magnitude of genetic variance plot basis. The mean values were used for present in the population. It is very difficult to statistical analysis. The popping expansion ratio judge whether observed variability is heritable calculated as the ratio of pop volume weight -1 of or not. Heritability indicates the extent of popped kernels as reported by Pordesimo et al. The transmissibility of a character into future data collected on all the characters were generations. Moreover, knowledge of subjected to standard methods of analysis of heritability is also essential for selection of variance (9). Phenotypic and genotypic component traits for yield improvement. coefficient of variation was calculated as Again the heritable portion of the total suggested by Falconer 4. Heritability (broad variation might not be always due to additive sense) (6), genetic advance (2) and genetic gene action. Thus estimates of heritability advance as a percent of mean (6) were also alone will not give a clear indication of the estimated. associating genetic progress that would result from selecting the best plants. It is also RESULTS AND DISCUSSION essential to find out the relative magnitude of Genetic Variability additive and non-additive genetic variances The analysis of variance revealed the existence with regard to the characters of concern. of significant differences among the genotypes Therefore it should be combined with for all the traits (Table 1), indicating the information on genetic advance. Thus a character possessing high heritability along presence of considerable genetic variability with high genetic advance will be valuable in among the experimental material under study. the selection programme. Thus there is ample scope for improvement of The area of popcorn production is different traits through selection. The mean increasing gradually as the consumption of values, genotypic and phenotypic coefficient popcorn is increasing in urban and semi urban of variation, heritability, genetic advance and areas. The genetic information of popcorn is genetic advance as per cent of mean (Table 2) limiting for the development of improved of thirty genotypes were calculated for yield varieties or hybrids. Keeping in view the and its contributing traits and quality importance of aforesaid aspects, the present parameters. investigation was undertaken to study the For all the characters under study, genetic variability, heritability and genetic phenotypic coefficient of variation values are advance for yield, its contributing traits and slightly higher than the genotypic coefficient popping quality traits among the popcorn of variation values indicating that the genotypes. characters were less influenced by the Copyright August, 2017; IJPAB 1526

environment. Therefore, response to direct %) expressed high estimates of heritability in selection may be effective in improving these broad. High heritability for quantitative traits. Genotypic variability was high for grain characters indicates the scope of genetic yield, plant height, ear height. Moderate improvement of these characters through estimates of genotypic variability recorded for selection, which revealed that these characters number of kernels per row, 100 kernel weight, are less influenced by environment and there popping expansion ratio. Whereas low genetic could be greater correspondence between variability was recorded for days to 50 per cent phenotypic and breeding values. Similar silking, days to 50 per cent tasseling, days to results were reported by Chen et al 3 and maturity, ear length, ear girth, number of kernel rows per ear. High estimates of genotypic variance and phenotypic variance were recorded for grain yield, plant height, ear height, number of kernels per row, 100-kernel weight and popping expansion ratio. Thus indicating presence of sufficient inherent genetic variance over which selection can be effective. Similar results were reported by Rather et al 12, Jawaharlal et al 5 and Vashistha et al 16. The characters studied in the present investigation exhibited low (less than 10 %), moderate (10-20 %) and high (more than 20 %) phenotypic and genotypic coefficients of variation. High phenotypic and moderate genotypic coefficient variations were observed for ear height (24.09/19.74), grain yield plant -1 (25.78/24.51) and popping expansion (25.30/23.35). Phenotypic and genotypic coefficients of variation were moderate for ear length (16.53/12.67), ear girth (14.63/11.66), number of kernel rows ear -1 (16.92/14.91), number of kernels row -1 (19.10/17.38), 100- kernel weight (17.42/14.86). Similar results of PCV and GCV values for grain yield and other traits were reported by Bello et al 1, Vashistha et al 16 and Rajesh et al 11. Whereas, traits namely days to 50 % tasseling (2.82/1.40), days to 50 % silking (3.03/1.66), days to maturity (2.30/1.18) and plant height (8.64/6.05) expressed low phenotypic and genotypic coefficients of variation. These results were in accordance with Sesay et al 14. Heritability and Genetic Advance Seven characters under investigation namely ear height (67 %), ear girth (63 %), No. of kernel rows/ear (77 %), No. of kernels row-1 (82 %), 100-kernel weight (72 %), grain yield plant-1 (90 %), Popping expansion ratio (85 Satyanarayana and Kumar 13. Whereas plant height (50 %) and ear length (59 %) were recorded moderate heritability estimates. Low estimates of heritability in broad were observed for three traits viz., days to 50 % tasseling (24 %), days to 50 % silking (30 %) and days to maturity (26 %). Heritability alone provides no indication of the amount of genetic improvement that would result from selection of individual genotypes. Hence knowledge about genetic advance coupled with heritability is most useful. Character exhibiting high heritability may not necessarily give high genetic advance. High heritability should be accompanied with high genetic advance to arrive more reliable conclusion (6). Expected genetic advance as per cent of mean indicates the mode of gene action in the expression of a trait, which helps in choosing an appropriate breeding method. Genetic advance as a per cent of mean is classified as low (less than 10 %), moderate (10-20 %) and high (more than 20 %). Among the characters ear girth had moderate (19.17%) genetic advance as a per cent of mean. Days to 50 % tasseling (1.43 %), days to 50 % silking (1.9 %), days to maturity (1.24 %) and plant height (8.74 %) exhibited low genetic advance as a per cent of mean. Remaining all the traits exhibited high estimates of genetic advance as a per cent of mean. Among all the characters studied, days to 50 % tasseling (1.43), days to 50 % silking (1.9 %), days to maturity and plant height (8.74 %) exhibited high heritability coupled with low genetic advance as a per cent of mean. High heritability coupled with low genetic advance as a per cent of mean indicates that the expression of the trait is Copyright August, 2017; IJPAB 1527

under the control of non-additive type of gene height and ear length exhibited moderate action and its response to selection would be heritability coupled with low and high genetic poor. In such case hybridization programme is advance as a percent of mean respectively. All rewarded. Ear girth expressed high heritability the remaining characters expressed high coupled with moderate genetic advance as a heritability coupled with high genetic advance, per cent of mean. High heritability coupled which indicated the preponderance of additive with moderate genetic advance as per cent of gene action in controlling the traits. Hence mean, suggested that the expression of this direct selection of such characters would be trait was mostly influenced by additive type of effective in improving the yield. These results gene action. Hence its response to selection were in line with Patil et al 10 and Ogunniyan et would be effective in improving the seed yield. al 8. As results obtained by Kumar et al 7, plant Table 1: Analysis of variance for randomized block design for yield and yield component characters in popcorn Source of variation Replication Genotypes Error Characters d.f. 2 29 58 Days to 50% tasselling 1.033 2.615 * 1.321 Days to 50% silking 0.311 3.764 ** 1.633 Days to maturity 2.533 5.297 ** 2.568 Plant height (cm) 8.345 289.94 ** 74.503 Ear height (cm) 77.004 278.15 ** 38.948 Ear length (cm) 6.832 12.87 ** 2.438 Ear girth (cm) 2.293 5.165 ** 0.827 No. of kernel rows/ear 0.988 10.134 ** 0.884 No. of kernels/row 5.984 100.97 ** 6.531 100 kernel weight (g) 2.194 24.606 ** 2.727 Grain yield/plant (g) 13.878 454.67 ** 15.546 Popping expansion ratio (ml/g) 6.395 68.49 ** 3.745 *Significant at 5 per cent level; ** Significant at 1 per cent level. Copyright August, 2017; IJPAB 1528

Table 2: Estimation of variability, heritability and genetic advance for yield and yield component characters in popcorn S.No. Character Mean Min Range Max Phenotypic Variance Genotypic Variance 1. Days to 50% tasseling 46.83 45.33 49.00 1.75 0.43 2.82 1.40 24 0.67 1.43 2. Days to 50% silking 50.51 48.00 52.33 2.34 0.71 3.03 1.66 30 0.95 1.9 3. Days to maturity 80.733 78.00 83.33 3.47 0.90 2.30 1.18 26 1.00 1.24 4. Plant height (cm) 139.89 118.16 153.33 146.31 71.81 8.64 6.05 50 12.23 8.74 5. Ear height (cm) 45.21 28.06 62.91 118.68 79.73 24.09 19.74 67 15.07 33.34 6. Ear length (cm) 14.71 11.11 18.23 5.91 3.47 16.53 12.67 59 2.94 20.02 7. Ear girth (cm) 10.30 8.03 12.65 2.27 1.44 14.63 11.66 63 1.97 19.17 8. No. of kernel rows/ear 11.77 9.13 15.86 3.96 3.08 16.92 14.91 77 3.18 27.09 9. No. of kernels/row 32.27 21.36 43.13 38.01 31.48 19.10 17.38 82 10.51 32.58 10. 100 kernel weight (g) 18.17 11.87 22.67 10.02 7.29 17.42 14.86 72 4.74 26.11 11. Grain yield/plant (g) 49.35 29.18 66.83 161.92 146.37 25.78 24.51 90 23.69 48.01 PCV (%) GCV (%) h 2 (%) GA GA as % of Mean Popping expansion ratio 12. 19.90 13.14 27.70 25.32 21.58 25.30 23.35 85 8.83 44.40 (ml/g) Min-Minimum; Max-Maximum; PCV-Phenotypic Coefficient of variation; GCV-Genotypic coefficient of variation; h 2 - Heritability in broadsense; GA-Genetic Advance CONCLUSION A perusal of genetic parameters viz., phenotypic and genotypic coefficients of variation revealed less influence of environment on the characters under study. Therefore, response to direct selection may be effective in improving these traits. Ear height, no. of kernel rows ear -1, no. of kernels row -1, 100-kernel weight, grain yield plant -1 and popping expansion ratio expressed high heritability coupled with high genetic advance as a per cent of mean, which indicated the preponderance of additive gene action in controlling these traits. Hence direct selection of these characters would be effective in improving the yield and quality. Ear girth expressed high heritability coupled with moderate genetic advance as a per cent of mean suggesting that the expression of this trait was mostly influenced by additive type of gene action. Hence its response to selection would be effective in improving the seed yield. While, days to 50 % tasseling, days to 50 % silking, days to maturity and plant height had low heritability coupled with low genetic advance as per cent of mean indicating that the expression of this trait was under the control of non-additive type of gene action, hence its response to selection would be poor. REFERENCES 1. Bello, O.B., Ige, S.A., Azeez, M.A., Afolabi. M.S., Abdulmaliq, S.Y. and Mahamood, J. Heritability and Genetic Advance for Grain Yield and its Component Characters in Maize (Zea Mays L.). Int. J. Plant Res. 2(5): 138-145. (2012). 2. Burton, G.W. Quantitative inheritance in grasses. Proceedings of 6 th International Grassland Congress. 1: 277-283. (1952). 3. Chen ling, Cuishaoping, Chen, L., Cui, A. P. and Sun, Y. B. Analysis of the gene effect on ear characters in maize. Acta Agri. Bareli Sinica. 11(2): 28-32. (1996). 4. Falconer, D.S. Introduction to Quantitative Genetics. Oliver and Boyd, London. 340. (1981). 5. Jawaharlal, J., Lakshmikantha Reddy, G. and Sai Kumar, R. Genetic variability and character association studies in maize. Agri. Sci. Digest. 31 (3): 173-177. (2011) 6. Johnson, H.W., Robinson, H.F. and Comstock, R.E. Estimates of genetic and environmental variability in soybean. Agro. J. 47: 314-318. (1955). 7. Kumar, G. P., Reddy, V. N., Kumar, S.S. and Rao, P. V. Genetic variability, heritability and genetic advance studies in newly developed maize genotypes (Zea Copyright August, 2017; IJPAB 1529

mays L.). Int. J. Pure. App. Biosci. 2(1): 12. Rather, A. G., Bhatt, M. A. and Zargar, M. 272-275. (2014). A. Genetic variation in maize (Zea mays 8. Ogunniyan, D.J. and Olakojo, S.A. L.) population in high altitude temperate Genetic variation, heritability, genetic conditions in Kashmir. Ind. J. Agri. Sci. advance and agronomic character 79(3): 179-180. (2003). association of yellow elite inbred lines of 13. Satyanarayana, E. and Sai Kumar, R. maize (Zea mays L.). Nig. J. Gen. 28:24- Genetic variability and Per se performance 28. (2014). of non-conventional hybrids in maize. 9. Panse, V.G. and Sukhatme, P.V. Stat. Mysore J. Agri. Sci. 29(3): 213:218. Methods Agri. Workers. ICAR, New (1995). Delhi. 235-246. (1985). 14. Sesay, S., Ojo, D.K., Ariyo, O.J. and 10. Patil, S.M., Kumar, K., Jakhar, D.S., Rai, Meseka, S. Genetic variability, heritability A., Borle, U.M. and Singh, P. Studies on and genetic advance studies in top-cross and three-way cross maize (Zea mays L.) Variability, Heritability, Genetic advance hybrids. Maydica Eloct. Pub. 61. (2016). and Correlation in Maize (Zea mays L.). 15. Song, A., Eckhoff, S.R., Paulsen, M. and Int. J. Agri. Env. Biotech. 9(6): 1103-1108. Litchfield, J.B. Effects of kernel size and (2016). genotype on popcorn popping volume and 11. Rajesh, V., Kumar, S.S. Reddy, V.N. and number of unpoped kernels. Cereal chem. Shankar A.S. Studies on genetic 68(5): 464-467. (1991). variability, heritability and genetic 16. Vashistha, A., Dixit, N. N., Dipika., advance estimates in newly developed Sharma, S. K. and Marker, S. Studies on maize genotypes (Zea mays L.). Int. J. heritability and genetic advance estimates App. Bio. Pharma. Tech. 4(4): 242-245. in Maize genotypes. Biosci. Disc. 4(2): (2013). 165-168. (2013). Copyright August, 2017; IJPAB 1530