Sains Malaysiana 50(1)(2021): 45-52
http://dx.doi.org/10.17576/jsm-2021-5001-05
Genetic
Variance and Correlation of Forage Yield and Quality Traits in Tropically
Adapted Maize
(Varians Genetik dan Kolerasi Hasil Foraj dan Ciri Kualiti terhadap Jagung Disesuai Tropika)
NAZATUL
SHIMA NAHARUDIN, MAIZURA ABU SIN & GHIZAN SALEH*
Department
of Crop Science, Faculty of Agriculture, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor Darul Ehsan, Malaysia
Received:
15 July 2019/Accepted: 24 June 2020
ABSTRACT
Two
F2 populations segregating for biomass yield and forage quality
traits were developed from two separate crosses of tropically adapted maize
inbred lines. The parental, F1 and F2 generations of both
crosses were evaluated to estimate broad sense heritability, genetic advance
and correlations for these traits to suggest the
best traits as selection criteria towards breeding forage maize with high yield
and quality. In Cross 1, biomass yield trait with the highest
broad-sense heritability was plant height (70.03%), whereas forage quality
trait with the highest heritability estimate was crude protein content
(66.60%). Heritability estimates in Cross 2 were high for all biomass yield traits
and forage quality traits (>50% for all traits). Indigestible cell wall
component represented by acid detergent lignin content was found to be highly
heritable in both populations. High
genetic advance as percent of mean were found for fresh and dry plant yield as
well as for lignin content in both populations. Correlation analysis on all
traits showed that all biomass yield components were significantly correlated.
All traits related to cell wall content were positively correlated and acid
detergent lignin was positively correlated with dry plant yield. Traits with
high to moderate heritability and high predicted genetic advance, namely plant
height, fresh plant yield and protein content can be used as selection criteria
to improve maize biomass yield and nutritive quality for forage utilization.
Selecting for higher biomass yield would also result in selecting individuals
with higher lignin content as shown by the correlation analysis.
Keywords: Correlation; forage yield and
quality traits; genetic advance; heritability; maize
ABSTRAK
Dua populasi F2 yang bersegregasi bagi ciri hasil biojisim dan kualiti foraj dihasilkan daripada kacukan dua pasangan baris biak baka jagung tropika. Induk, generasi F1 dan F2 bagi kedua-dua kacukan tersebut dinilai untuk menganggar kebolehwarisan luas, kemajuan genetik, dan kolerasi bagi ciri hasil biojisim dan kualiti foraj untuk mencadangkan ciri terbaik sebagai kriteria pemilihan ke arah menghasilkan baka jagung foraj berhasil tinggi dan berkualiti. Bagi Kacukan 1, ciri biojisim yang mempunyai kebolehwarisan tertinggi adalah ketinggian tumbuhan (70.03%) manakala ciri kualiti foraj dengan nilai kebolehwarisan tertinggi adalah kandungan protein (66.60%). Anggaran kebolehwarisan bagi Kacukan 2 adalah tinggi bagi semua ciri hasil biojisim dan kualiti foraj (<50%). Komponen dinding sel yang tidak terhadam iaitu kandungan lignin asid detergen mempunyai anggaran nilai kebolehwarisan yang tinggi bagi kedua-dua populasi. Anggaran kemajuan genetik sebagai peratus min untuk kedua-dua populasi dilaporkan tinggi bagi hasil tumbuhan segar dan kering, juga bagi kandungan lignin asid detergen. Analisis kolerasi bagi semua ciri menunjukkan bahawa semua ciri hasil biojisim berkolerasi secara signifikan. Semua ciri yang berkaitan dengan kandungan dinding sel berkolerasi secara positif dan kandungan lignin detergen asid juga berkolerasi secara positif dengan hasil tumbuhan kering. Ciri yang mempunyai nilai kebolehwarisan sederhana kepada tinggi dan mempunyai nilai kemajuan genetik sebagai peratus min yang tinggi, seperti ketinggian tumbuhan, hasil tumbuhan segar dan kandungan protein boleh dijadikan sebagai kriteria pemilihan dalam menambah hasil biojisim dan kualiti nutrisi jagung foraj. Pemilihan bagi tanaman berbiojisim tinggi juga turut meningkatkan kandungan lignin seperti yang didapati dalam analisis korelasi.
Kata kunci: Hasil biojisim dan kualiti foraj; jagung; kebolehwarisan; kemajuan genetik; kolerasi
REFERENCES
Ali, S., Shah, S.M.A., Hassnain,
A., Shah, Z. & Munir, I. 2007. Genotypic variation for yield and
morphological traits in wheat. Sarhad Journal of
Agriculture 23(4): 943-946.
Ali, S., Rahman, H., Raziuddin, S.,
Shah, S. & Hassan, G. 2006. Estimates of variability, heritability and genetic
advance for fodder traits in two maize populations. Pakistan Journal of Biological
Sciences 9: 2618-2623.
Anshuman,
V., Dixit, N.N., Dipika, Sharma S.K. & Marker, S. 2013. Studies on
heritability and genetic advance estimates in maize genotypes. Bioscience Discovery 4(2): 165-168.
Asghar,
M.J. & Mehdi, S.S. 1999. Variability for grain yield, its components and
quality traits in a sweet corn population. Pakistan
Journal of Biological Science 2(4): 1366-1370.
Ballard, C.S., Thomas, E.D., Tsang, D.S., Mandebvu, P., Sniffen, C.J., Endres, M.I. & Carter, M.P. 2001. Effect of corn silage
hybrid on dry matter yield, nutrient composition, in vitro digestion, intake by dairy heifers, and milk production by
dairy cows. Journal of Dairy Science 84(2): 442-452.
Bekele, A. & Rao, T.N. 2014. Estimates of
heritability, genetic advance and correlation study for yield and it’s attributes in maize (Zea mays L.). Journal of Plant Sciences 2(1): 1-4.
Cardinal, A.J., Lee, M. & Moore, K.J. 2003.
Genetic mapping and analysis of quantitative trait loci affecting fiber and
lignin content in maize. Theoretical and
Applied Genetics 106(5): 866-874.
Chen,
Y. & Lübberstedt, T. 2010. Molecular basis of
trait correlation. Trends in Plant
Science 15(8): 454-461.
Deinum, B. 1988. Genetic and
environmental variation in quality of forage maize in Europe. Netherlands Journal of Agriculture Science 36(4): 400-403.
Falconer,
D.S. & Mackay, T.F.C. 1996. Introduction
to Quantitative Genetics. 4th ed. Essex: Longman Group. pp. 312-316.
Gomez,
K.W. & Gomez, A.A. 1984. Statistical
Procedures for Agricultural Research. 2nd ed. New York: John Wiley and Sons
Inc. pp. 357-421.
Kahriman. F. & Egesel, C.O. 2017. Heterosis and heritability analyses for
plant yield and some quality traits in F1 and F2 generations of maize. Anadolu Tarim Bilimleri Dergisi 32(2): 237-243.
Kapoor,
R. 2017. Variability and character association studies in fodder maize (Zea mays L.) hybrids. Forage Research 43(1):67-69.
Kashiani, P. & Saleh,
G. 2010. Estimation of genetic correlation on sweet corn inbred lines using SAS
mixed model. American Journal of
Agricultural and Biological Science 5(3): 309-314.
Kashiani, P., Saleh, G.,
Abdulla, N.A.P. & Sin, M.A. 2014. Evaluation of genetic variation and
relationships among tropical sweet corn inbred lines using agronomic traits. Maydica 59(3):
275-282.
Kashiani, P., Saleh, G.,
Abdullah, N.A.P & Abdullah, S.N. 2010. Variation and genetic studies on
selected sweet corn inbred lines. Asian
Journal of Crop Science 2(2): 78-84.
Kearsey, M.J. & Pooni, H.S. 2004. The
Genetical Analysis of Quantitative Traits. 2nd ed. London: Stanley Thornes (Publishers) Ltd. pp.
184-207.
Klein,
T.W. 1974. Heritability and genetic correlation: Statistical power, population
comparisons, and sample size. Behavior
Genetics 4(2): 171-189.
Kumar, G.P., Reddy, V.N., Kumar, S.S. & Rao, P.V.
2014. Genetic variability, heritability and genetic advance studies in newly
developed maize genotypes (Zea mays L.). International Journal of Pure & Applied
Bioscience 2(1): 272-275.
Maruthi, R.J. & Rani,
K.J. 2015. Genetic variability, heritability and genetic advance estimated in
maize (Zea mays L.) inbred lines. Journal of Applied and Natural Science 7(1): 149-154.
O’Mara,
F.P., Fitzgerald, J.J., Murphy, J.J. & Rath, M.
1998. The effect on milk production of replacing grass silage with maize silage
in the diet of dairy cows. Livestock
Production Science 55(1): 79-87.
Ravindra,
K. & Karan, C. 2018. Variability, heritability, character association and
path analysis in maize (Zea mays L.). Agriways 6(1): 1-8.
Saleh, G.B., Alawi, S.A.S. & Panjaitan, K. 2002. Performance, correlation and
heritability studies on selected sweet corn synthetic populations. Pakistan
Journal of Biological Sciences 5(3): 251-254.
Silva, T.N., Moro, G.V., Moro,
F.V., Santos, D.M.M.D. & Buzinaro, R. 2016.
Correlation and path analysis of agronomic and morphological traits in maize. Revista Ciencia Agronomica 47(2): 351-357.
Stansfield, W.D. 1986. Theory and Problems of Genetics. 2nd ed.
New York: McGraw Hill Book Co. pp. 269-300.
Umakanth, A.V., Satyanarayana, E. & Kumar, M.V. 2000. Correlation and
heritability studies in Ashwini maize composite. Annual Agriculture Research 21(3): 228-230.
*Corresponding
author; email: ghizan@upm.edu.my
|