Application of the multivariate and univariate analyses to estimate the feed efficiency in beef cattle

Autores

DOI:

https://doi.org/10.14393/BJ-v39n0a2023-67310

Palavras-chave:

Intake, Performance, Ruminants, Statistical analysis.

Resumo

This study aimed to compare the univariate analyses (relationship between dry matter intake (DMI) and average daily gain (ADG), Kleiber ratio, and residual feed intake) and multivariate analysis (bionutritional index [BNI]) to determine feed efficiency. Were used a total of 160 cattle (individual data) and the analyzed variables were dry matter intake, weight gain, and body weight of the animals. We used five methods to evaluate feed efficiency, the BNI, FE, corrected feeding efficiency (corFE), Kleiber ratio (KR), and residual feed intake (RFI).  Study 1 demonstrated that only the FE (p=0.0472) was significant, although the FE after the transformation of Box-Cox (corFE) (p=0.0642) showed a statistical trend. In studies 2, 3, and 5, we observed that BNI was the best biological efficiency indicator. In the study 4, we observed that the best indicators were FE (0.110; p=0.0281), corFE (0.380; p=0.0429), and RFI (0.465; p=0.0340) for the genders. However, corFE decreased the coefficient of variation in all studies. In conclusion, the use of the Box-Cox transformation is as efficient as the multivariate analysis in discriminating experimental groups (genetic groups, different levels of concentrate in the diet, and genders) concerning the other univariate analyzes.

Downloads

Não há dados estatísticos.

Referências

ALVES, D.D. Desempenho produtivo e características de carcaças de bovinos zebu e cruzados holandês-zebu (F1), nas fases de recria e terminação. 2001. 89 f. Dissertação (Mestrado em Zootecnia). Programa de Pós-graduação em Zootecnia. Universidade Federal de Viçosa, Viçosa, 2001.

BASARAB, J.A., et al. Reducing GHG emissions through genetic improvement for feed efficiency: effects on economically important traits and enteric methane production. Animal. 2013, 7, p. 303-315. https://doi.org/10.1017/S1751731113000888

CHIZZOTTI, M.L. Exigências nutricionais de bovinos Nellore, puros e cruzados de diferentes classes sexuais. 2007. 118 f. Tese (Doutorado em Zootecnia) Programa de Pós-graduação em Zootecnia. Universidade Federal de Viçosa, Viçosa, 2007.

CONNOR, E.E. Invited review: Improving feed efficiency in dairy production: challenges and possibilities. Animal. 2015, 9, 395-408. https://doi.org/10.1017/S1751731114002997

DETMANN, E., et al. Application of the first canonical variable in the evaluation of animal production trials. Revista Brasileira de Zootecnia. 2005, 6, 2417-2426. https://doi.org/10.1590/S1516-35982005000700030

GESUALDI JUNIOR, A. Desempenho e características de carcaça de novilhos Nellore e caracu selecionados para peso aos 378 dias de idade e avaliação de sistemas de formulação de dietas para bovinos. 2003. 78 f. Tese (Doutorado em Zootecnia) Programa de Pós-graduação em Zootecnia. Universidade Federal de Viçosa, Viçosa, 2003.

GUIDONI, A.L. Alternativas para comparar tratamentos envolvendo o desempenho nutricional animal. 1994. 105 f. Tese (Doutorado em Ciência Animal). Programa de Pós-graduação em Ciência Animal e Pastagens. Universidade de São Paulo, Piracicaba, 1994.

GUINGUINA, A., et al. Predicting feed intake and feed efficiency in lactating dairy cows using digesta marker techniques. Animal. 2019, 13, 2277-2288. https://doi.org/10.1017/S1751731119000247

KENNY, D.N., et al. Invited review: Improving feed efficiency of beef cattle – the current state of the art and future challenges. Animal. 2018, 9, 1815-1826. https://doi.org/10.1017/S1751731118000976

KLEIBER, M. Problems involved in breeding for efficiency of food production. Journal of Animal Science. 1936, 1, 247-258.

LAGE, C.F.A., et al. Relationship between feed efficiency indexes and performance, body measurements, digestibility, energy partitioning, and nitrogen partitioning in pre-weaning dairy heifers. Plos One. 2019, 14, e0223368. https://doi.org/10.1371/journal.pone.0223368

MARTIN, P., et al. Invited review: Disentangling residual feed intake—Insights and approaches to make it more fit for purpose in the modern context. Journal of Dairy Science. 2021, 104, 6329-6342. https://doi.org/10.3168/jds.2020-19844

PAULINO, P.V.R. Desempenho, composição corporal e exigências nutricionais de bovinos Nellore de diferentes classes sexuais. 2006. 183 f. Tese (Doutorado em Zootecnia) Programa de Pós-graduação em Zootecnia. Universidade Federal de Viçosa, Viçosa, 2006.

POPPI, D.P., et al. Challenges of beef cattle production from tropical pastures. Revista Brasileira de Zootecnia. 2018, 47, 1-9. https://doi.org/10.1590/rbz4720160419

RUZGAS, T., LUKAUSKAS, M. and ČEPKAUSKAS, G. Nonparametric multivariate density estimation: case study of cauchy mixture model. Mathematics. 2021, 9, 2717-2739. https://doi.org/10.3390/math9212717

SCHMIT. R., et al. Application of multivariate techniques in the evaluation of pure lines of beans. Ciência Rural. 2016, 46, 1535-1541. https://doi.org/10.1590/0103-8478cr20140329

VELOSO, C.M. Composição corporal e exigências nutricionais de bovinos F1 Limousin x Nellore alimentados com rações contendo diferentes níveis de concentrados. 2001. 109 f. Tese (Doutorado em Zootecnia) Programa de Pós-graduação em Zootecnia. Universidade Federal de Viçosa, Viçosa, 2001.

XU, W., LI, W. and SONG, D. Testing normality in mixed models using a transformation method. Statistical Papers. 2013, 54, 71-84. https://doi.org/10.1007/s00362-011-0411-4

Downloads

Publicado

2023-03-31

Como Citar

SILVA DE OLIVEIRA, T., SILVA , I.N., ANICETO, E.S. e JÚNIOR , J.R.M., 2023. Application of the multivariate and univariate analyses to estimate the feed efficiency in beef cattle. Bioscience Journal [online], vol. 39, pp. e39059. [Accessed23 julho 2024]. DOI 10.14393/BJ-v39n0a2023-67310. Available from: https://seer.ufu.br/index.php/biosciencejournal/article/view/67310.

Edição

Seção

Ciências Agrárias