Principal Component Analysis of Egg Parameters in Yoruba Ecotype, Sussex and Their Cross Bred Chickens

Authors

  • Abimbola Alice Ademola Dept. of Animal Production, University of Ilorin, Ilorin (PMB 1515), Nigeria
  • Timothy Rotimi Fayeye Dept. of Animal Production, University of Ilorin, Ilorin (PMB 1515), Nigeria
  • Adeyinka Oye Akintunde Dept. of Agriculture and Industrial Technology, Babcock University, Ilishan-Remo, Ogun State (PMB 4003), Nigeria
  • Victoria Chimezie Dept. of Animal Production, University of Ilorin, Ilorin (PMB 1515), Nigeria

DOI:

https://doi.org/10.54083/ResBio/6.1.2024/07-12

Keywords:

Cross breed, Eggs, Principal component analysis, Sussex, Yoruba ecotype chickens

Abstract

The egg parameters of Yoruba Ecotype Chicken (YEC), Sussex (SS) and their cross-bred chickens in the humid tropical region of Nigeria were assessed using principal component analysis. The study used 223 eggs, of which 124 YEC and 99 Sussex eggs were collected. Weekly data on the internal and external egg qualities of the hens were gathered using a vernier caliper, measuring tape and digital scale balance. The data acquired by dimension reduction with factor analysis were subjected to principal component analysis and the SPSS statistical package version 21 was also used to correlate the parameters pertaining to egg qualities. The strains' positive correlation with the traits related to egg quality indicated that PC 1 accounted for the largest portion of the overall variation in the characteristics of eggs. In YEC × YEC, 3PCs with high positive loading for egg width, egg number, egg length and shell thickness best described the characteristics of the egg quality. The characteristics of external quality (egg weight, egg width, shell thickness and shell weight) best characterized strain SS × SS. Comparably, strain SS × YEC was characterized by its external traits, whereas strain YEC × SS was characterized by its internal and external traits related to egg quality. It is concluded from this study that crossbreeding of YEC and SS can introduce variation, leading to a mix of internal and external quality characteristics of eggs. This information can be valuable for breeders who can select breeding pairs based on desired egg quality traits.

Downloads

Download data is not yet available.

References

Abanikanda, O.T.F., Olutogun, O., Leigh, A.O., Ajayi, L.A., 2007. Statistical modelling of egg weight and egg dimensions in commercial Layers. International Journal of Poultry Science 6(1), 59-63. DOI: https://doi.org/10.3923/ijps.2007.59.63.

Abdi, H., Williams, L.J., 2010. Principal component analysis. WIREs Computational Statistics 2(4), 433-459. DOI: https://doi.org/10.1002/wics.101.

Ademola, A.A., Fayeye, T.R., Akintunde, A.O., Chimezie, V., 2023. Egg production and egg quality characteristics of Yoruba, Sussex and Goliath chickens and their crossbred progenies under humid tropical climate. Ovozoa: Journal of Animal Reproduction 12(1), 1-10. DOI: https://doi.org/10.20473/ovz.v12i1.2023.1-10.

Ademola, A.A., Fayeye, T.R., Akintunde, A.O., Chiemezie, V.O., Jubril, A.E., 2020. Survivability of pure and cross bred chickens at early and late growth phase in Nigeria Humid tropics. Nigerian Journal of Animal Production 47(2), 8-12. DOI: https://doi.org/10.51791/njap.v47i2.49.

Ajayi, O.O., Adeleke, M.A., Sanni, M.T., Yakubu, A., Peters, S.O., Imumorin, I.G., Ozoje, M.O, Ikeobi, C.O.N., Adebanji, O.A., 2012. Application of principal component and discriminant analysis to mopho-structural indices of indigenious and exotic Chickens raised under intensive management system. Tropical Animal Health and Production 44(6), 1247-1254. DOI: https://doi.org/10.1007/s11250-011-0065-1.

Akintunde, A.O., Toye, A.A., 2023. Comparative study on egg characteristics of Yoruba Ecotype Nigerian local chickens and Isa Brown chickens fed graded levels of Moringaoleifera seed meal. Agricultural Science Digest 43(6), 877-882. DOI: https://doi.org/10.18805/ag.DF-430.

Akintunde, A.O., Ndubuisi-Ogbonna, L.C., Ladele, M.M, Olorunfemi, O.A., Ojo, O.A., Akinboye, O.E., Shobo, B.A., Afodu, O.J., 2023. Reproductive potentials of female Japanese Quails to administration of Egg-Lime-Molasses mixture. Journal of Applied Animal Science 16(2), 9-20.

Akintunde, A.O., Toye, A.A., 2021. Egg characteristics and prediction of egg weight in Chickens fed graded levels of Moringa oleifera seed meal. Nigerian Journal of Genetics 35(1), 141-151.

Akintunde, A.O., Toye, A.A., Ademola, A.A., 2021. Principal Component Analysis of Body Measurements in Two Genotypes of Chickens Fed Graded Levels of Moringa oleifera Seed Meal. Journal of Animal Production Research 33(1), 1-13.

Akintunde, A.O., 2018. Response of chicken genotypes to dietary levels of Moringa oleifera (Lamarck) seed meal. PhD Thesis, Department of Animal Production, University of Ilorin Ilorin, Nigeria. p. 449.

Everitt, B.S., Landau, S., Leese, M., Stahl, D., 2011. Detecting clusters graphically. In: Cluster Analysis. 5th Edition. John Wiley & Sons Ltd., United Kingdom. pp. 15-42.

Jolliffe, I.T., 2002. Choosing a subset of principal components or variables. In: Principal Component Analysis. 2nd Edition. (Ed.) Jolliffe, I.T. Springer Series in Statistics, Springer, New York, NY. pp. 111-149. DOI: https://doi.org/10.1007/0-387-22440-8_6.

Kabir, M., Sulaiman, R.O., Idris, R.K., Abdul, S.B., Dauda, O.M., Yashim, S.A., Hassan, M.R, Adamu, H.Y., Eche, N.M., Olugbemi, T.S., Adedibu, I.I., 2014. Effects of strain, age and the interrelationships between external and internal qualities of two strains of Layer Chickens in Northern Guinea Savanna Zone of Nigeria. Iran Journal of Applied Animal Science 4(1), 179-184.

Mendes, M., 2009. Multiple linear regression models based on principal component scores to predict slaughter weight of broilers. Archiv Fur Geflugelkunde 73(2), 139-144.

Mendes, M., 2011. Multivariate multiple regression analysis based on principal component scores to study relationship between some pre- and post-slaughter traits of broilers. Journal of Agricultural Sciences (Tarim Bilimleri Dergisi) 17(1), 77-83. DOI: https://doi.org/10.1501/Tarimbil_0000001158.

Ojedapo, L.O., Amao, S.R., Ameen, S.A., Adedeji, T.A., Ogundipe, R.I., Ige, A.O., 2012. Prediction of body weight and other linear body measurement of two commercial Layer Strain Chickens. Asian Journal of Animal Sciences 6, 13-22. DOI: https://doi.org/10.3923/ajas.2012.13.22.

Sarica, M., Onder, H., Yamak, U.S., 2012. Determining the most effective variables for egg quality traits of five different hen genotypes. International Journal of Agriculture and Biology 14(2), 235-240.

Sola-Ojo, F.E., Ayorinde, K.L., Toye, A.A., Jatto, O.M., 2013. Comparative studies of two Nigerian Ecotypes Chicken kept in battery cages for reproductive performance and egg quality traits. Asian Journal of Agricultural and Rural Development 3(2), 38-45.

Udeh, I., Ogbu, C.C., 2011. Principal component analysis of body measurement in three srains of Broiler Chicken. Science World Journal 6(2), 11-14.

Ukwu, H.O., Alabi, P.O., Kuusu, D.J., 2017. Principal component analysis of egg quality characteristics of Isa Brown layer chickens in Nigeria. World Scientific News 70(2), 304-311.

Yakubu, A., Idahor, K.O., Agade, Y.I., 2009a. Using factor scores in multiple linear regression model for predicting the carcass weight broiler chickens using body measurements. Revista Udo Agricola 9(4), 963-967.

Yakubu, A., Kuje, D., Okpeku, M., 2009b. Principal components as measures of size and shape in Nigerian indigenous chickens. Thai Journal of Agricultural Science 42(3), 167-176.

Downloads

Published

2024-02-10

How to Cite

[1]
Ademola, A.A. et al. 2024. Principal Component Analysis of Egg Parameters in Yoruba Ecotype, Sussex and Their Cross Bred Chickens. Research Biotica. 6, 1 (Feb. 2024), 07–12. DOI:https://doi.org/10.54083/ResBio/6.1.2024/07-12.

Issue

Section

Research Articles

Most read articles by the same author(s)