Hostname: page-component-586b7cd67f-t8hqh Total loading time: 0 Render date: 2024-11-22T22:57:09.508Z Has data issue: false hasContentIssue false

Meta-analysis of spineless cactus feeding to meat lambs: performance and development of mathematical models to predict dry matter intake and average daily gain

Published online by Cambridge University Press:  06 March 2019

L. S. Knupp
Affiliation:
Departamento de Zootecnia, Universidade Federal da Paraíba, Rodovia BR 079 km 12, Areia, 58397-000 Paraíba, Brazil
F. F. R. Carvalho
Affiliation:
Departamento de Zootecnia, Universidade Federal Rural do Pernambuco, Rua Dom Manoel de Medeiros s/n, Recife, 52171-900 Pernambuco, Brazil
A. Cannas
Affiliation:
Dipartimento di Agraria - Sezione di Scienze Zootecniche, Università degli studi di Sassari, Via de Nicola 9, 07100 Sassari, Italy
M. I. Marcondes
Affiliation:
Departamento de Zootecnia, Universidade Federal de Viçosa, Avenida P. H. Rolfs s/n, Viçosa, 36570-900 Minas Gerais, Brazil
A. L. Silva
Affiliation:
Departamento de Zootecnia, Universidade Federal de Viçosa, Avenida P. H. Rolfs s/n, Viçosa, 36570-900 Minas Gerais, Brazil
A. H. D. Francesconi
Affiliation:
Dipartimento di Agraria - Sezione di Scienze Zootecniche, Università degli studi di Sassari, Via de Nicola 9, 07100 Sassari, Italy
G. R. Beltrão da Cruz
Affiliation:
Departamento de Zootecnia, Universidade Federal da Paraíba, Rodovia BR 079 km 12, Areia, 58397-000 Paraíba, Brazil
A. S. Atzori
Affiliation:
Dipartimento di Agraria - Sezione di Scienze Zootecniche, Università degli studi di Sassari, Via de Nicola 9, 07100 Sassari, Italy
G. Gaspa
Affiliation:
Dipartimento di Agraria - Sezione di Scienze Zootecniche, Università degli studi di Sassari, Via de Nicola 9, 07100 Sassari, Italy
R. G. Costa*
Affiliation:
Departamento de Zootecnia, Universidade Federal da Paraíba, Rodovia BR 079 km 12, Areia, 58397-000 Paraíba, Brazil
*
Get access

Abstract

Spineless cactus is a useful feed for various animal species in arid and semiarid regions due to its adaptability to dry and harsh soil, high efficiency of water use and carbohydrates storage. This meta-analysis was carried out to assess the effect of spineless cactus on animal performance, and develop and evaluate equations to predict dry matter intake (DMI) and average daily gain (ADG) in meat lambs. Equations for predicting DMI and ADG as a function of animal and diet characteristics were developed using data from eight experiments. The dataset was comprised of 40 treatment means from 289 meat lambs, in which cactus was included from 0 to 75% of the diet dry matter (DM). Accuracy and precision were evaluated by cross-validation using the mean square error of prediction (MSEP), which was decomposed into mean bias, systematic bias and random error; concordance correlation coefficient, which was decomposed into accuracy (Cb) and precision (ρ); and coefficient of determination (R2). In addition, the data set was used to evaluate the predicting accuracy and precision of the main lamb feeding systems (Agricultural and Food Research Council, Small Ruminant Nutritional System, National Research Council and Institut National de la Recherche Agronomique) and also two Brazilian studies. The DMI, CP intake (CPI), metabolizable energy (ME) intake and ADG increased when cactus was included up to 499 g/kg DM (P<0.001). In contrast, animals fed high levels of cactus (>500 g/kg DM) had a decreased DMI, CPI and NDF intake, but increased feed efficiency (P<0.001) and similar ADG compared with those without cactus addition. The DMI was positively correlated with initial BW, final BW, concentrate and ADG, while it was negatively correlated with cactus inclusion and ME of the diet. On other hand, ADG was positively correlated with DMI, initial and mean BW and concentrate, and it was negatively correlated with cactus inclusion. The two developed equations had high accuracy (Cb of 0.95 for DMI and 0.94 for ADG) and the random error of MSEP was 99% for both equations. The precision of both equations was moderate, with R2 values of 0.53 and 0.50 and ρ values of 0.73 and 0.71 for DMI and ADG, respectively. In conclusion, the developed equation to predict DMI had moderate precision and high accuracy, nonetheless, it was more efficient than those reported in the literature. The proposed equations can be a useful alternative to estimate intake and performance of lambs fed cactus.

Type
Research Article
Copyright
© The Animal Consortium 2019 

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

Footnotes

a

Present address: Department of Animal Production, Institute of Animal Science, Universidade Federal Rural do Rio de Janeiro, Km 47, Seropédica, 23897-005 Rio de Janeiro, Brazil.

References

Agricultural and Food Research Council (AFRC) 1998. The nutrition of goats. Technical committee on response to nutrients. CAB International, Wallingford, UK.Google Scholar
Akaike, H 1974. A new look at the statistical model identification. IEEE Transactions on Automatic Control 19, 716723.CrossRefGoogle Scholar
ANUALPEC 2016. Anuário da pecuária brasileira. FNP, São Paulo, SP, Brazil.Google Scholar
Azevêdo, JAG, Valadares Filho, SC, Pina, DS, Chizzotti, ML and Valadares, RFD 2010. A meta-analysis of dry matter intake in Nellore and Zebu-crosses cattle. Revista Brasileira de Zootecnia 39, 18011809.CrossRefGoogle Scholar
Batista, AM, Mustafa, AF, McAllister, T, Wang, Y, Soita, H and McKinnon, JJ 2003. Effects of variety on chemical composition, in situ nutrient disappearance andin vitro gas production of spineless cacti. Journal of the Science of Food and Agriculture 83, 440445.CrossRefGoogle Scholar
Ben Salem, H, Nefzaoui, A, Abdouli, H and Ørskov, ER 1996. Effect of increasing level of spineless cactus (Opuntia ficus indica var. inermis) on intake and digestion by sheep given straw-based diets. Animal Science 62, 293299.CrossRefGoogle Scholar
Bezerra, SBL 2015. Inclusão da palma forrageira (Nopalea cochenilifera (L.) Salm-Dyck) em dietas de ovinos em crescimento. PhD thesis, Rural Federal University of Pernambuco, Recife, Brazil.Google Scholar
Bispo, SV, Ferreira, MA, Véras, ASC, Batista, ÂMV, Pessoa, RAS and Bleuel, MP 2007. Palma forrageira em substituição ao feno de capim-elefante: efeito sobre consumo, digestibilidade e características de fermentação ruminal em ovinos. Revista Brasileira de Zootecnia 36, 19021909.CrossRefGoogle Scholar
Cabral, LS, Neves, EMO, Zervoudakis, JT, Abreu, JG, Rodrigues, RC, Souza, AL and Oliveira, ÍS 2008. Estimativas dos requisitos nutricionais de ovinos em condições brasileiras. Revista Brasileira de Saúde e Produção Animal 9, 529542.Google Scholar
Cannas, A, Tedeschi, LO, Fox, DG, Pell, AN and Van Soest, PJ 2004. A mechanistic model for predicting the nutrient requirements and feed biological values for sheep. Journal of Animal Science 82, 149169.CrossRefGoogle ScholarPubMed
Commonwealth Scientific and Industrial Research Organization 2007. Nutrient requirements of domesticated ruminants. CSIRO, Collingwood, Australia.Google Scholar
Cordeiro, AGPC 2012. Associação do feno de capim buffel com palma forrageira na alimentação de ovinos da raça Santa Inês. PhD thesis, Federal University of Paraíba, Areia, Brazil.Google Scholar
Cordova-Torres, AV, Costa, RG, Medeiros, AN, Araújo Filho, JT, Ramos, AO and Alves, NL 2017. Performance of sheep fed forage cactus with total water restriction. Revista Brasileira de Saúde e Produção Animal 18, 369377.CrossRefGoogle Scholar
Costa, RG, Filho, EMB, Medeiros, AN, Givisiez, PEN, Queiroga, RCRE and Melo, AAS 2009. Effects of increasing levels of cactus pear (Opuntia ficus-indica L. Miller) in the diet of dairy goats and its contribution as a source of water. Small Ruminant Research 82, 6265.CrossRefGoogle Scholar
Costa, RG, Filho, EMB, Queiroga, RCRE, Madruga, MS, Medeiros, AN and Oliveira, CJB 2010. Chemical composition of milk from goats fed with cactus pear (Opuntia ficus-indica L. Miller) in substitution to corn meal. Small Ruminant Research 94, 214217.CrossRefGoogle Scholar
Costa, RG, Treviño, IH, Medeiros, GR, Medeiros, AN, Pinto, TF and Oliveira, RL 2012. Effects of replacing corn with cactus pear (Opuntia ficus indica Mill) on the performance of Santa Inês lambs. Small Ruminant Research 102, 1317.CrossRefGoogle Scholar
Efron, B and Tibshirani, RJ 1998. An introduction to the bootstrap. Chapman & Hall/CRC, Boca Raton, FL, USA.Google Scholar
Gebremariam, T, Melaku, S and Yami, A 2006. Effect of different levels of cactus (Opuntia ficus-indica) inclusion on feed intake, digestibility and body weight gain in tef (Eragrostis tef) straw-based feeding of sheep. Animal Feed Science and Technology 131, 4352.CrossRefGoogle Scholar
Institut National de la Recherche Agronomique (INRA) 2007. Alimentation des bovins, ovins et caprins. Besoins des animaux. Valeurs des aliments. Tables INRA 2007. Editions Quae, Versailles, France.Google Scholar
Lima, HB 2011. Desempenho e características de carcaça de cordeiros terminados com níveis de palma miúda em substituição ao feno de tifton. Ms thesis, Federal University of Alagoas, Rio Largo, Brazil.Google Scholar
Moura, MSC 2013. Feno de maniçoba (Manihot pseudoglaziovii Muell Arg.) e palma forrageira (Nopalea cochenillifera Salm-Dyck) na dieta de ovinos em crescimento. PhD thesis, Rural Federal University of Pernambuco, Recife, Brazil.Google Scholar
National Research Council (NRC) 2007. Nutrient requirements of small ruminants: sheep, goats, cervids and new world camelids. The National Academies Press, Washington, DC, USA.Google Scholar
Neter, J, Kutner, MH, Nachtsheim, CJ and Wasserman, W 1996. Applied linear statistical models, 4th edition. McGraw-Hill Publishing Co., Boston, MA, USA.Google Scholar
Oliveira, CA 2013. Desempenho e qualidade de carcaça de ovinos alimentados com palma forrageira (Opuntia ficus-indica, Mill) em substituição ao feno de tifton. Ms thesis, Federal University of Paraíba, Bananeiras, Brazil.Google Scholar
Pell, RJ 2000. Multiple outlier detection for multivariate calibration using robust statistical techniques. Chemometrics and Intelligent Laboratory Systems 52, 87104.CrossRefGoogle Scholar
Pereira, ES, Lima, FWR, Marcondes, MI, Rodrigues, JPP, Campos, ACN, Silva, LP, Bezerra, LR, Pereira, MWF and Oliveira, RL 2017. Energy and protein requirements of Santa Ines lambs, a breed of hair sheep. Animal 11, 21652174.CrossRefGoogle Scholar
Porto Filho, JM, Costa, RG, Cruz, GRB, Almeida, MDA, Queiroga, RCRE, Batista, ASM, Freire, LFS and Sousa, JRT 2015. Análise sensorial da carne de ovinos Santa Inês alimentados com palma forrageira (Opuntia ficus-indica, mill) e restrição de água. In Paper Presented at the 10th Congresso Nordestino de Produção Animal, 9–11 November 2015, Teresina, Brazil.Google Scholar
Pulina, G, Avondo, M, Molle, G, Francesconi, AHD, Atzori, AS and Cannas, A 2013. Models for estimating feed intake in small ruminants. Revista Brasileira de Zootecnia 42, 675690.CrossRefGoogle Scholar
R Development Core Team 2015. R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria.Google Scholar
Santos, DC, Santos, MVF, Farias, I, Dias, FM and Lira, MA 2001. Desempenho produtivo de vacas 5/8 Holando/Zebu alimentadas com diferentes cultivares de palma forrageira (Opuntia e Nopalea). Revista Brasileira de Zootecnia 30, 1217.CrossRefGoogle Scholar
Santos, AOA, Batista, ÂM, Mustafa, A, Amorim, GL, Guim, A, Moraes, AC, Lucena, RB and Andrade, R 2010. Effects of Bermudagrass hay and soybean hulls inclusion on performance of sheep fed cactus-based diets. Tropical Animal Health and Production 42, 487494.CrossRefGoogle ScholarPubMed
Silva, AL, DeVries, TJ, Tedeschi, LO and Marcondes, MI 2019. Development of equations, based on milk intake, to predict starter feed intake of preweaned dairy calves. Animal 13, 83–89.CrossRefGoogle Scholar
St-Pierre, NR 2001. Invited review: Integrating quantitative findings from multiple studies using mixed model methodology. Journal of Dairy Science 84, 741755.CrossRefGoogle ScholarPubMed
Tedeschi, LO 2006. Assessment of the adequacy of mathematical models. Agricultural Systems 89, 225247.CrossRefGoogle Scholar
Tegegne, F, Kijora, C and Peters, KJ 2007. Study on the optimal level of cactus pear (Opuntia ficus-indica) supplementation to sheep and its contribution as source of water. Small Ruminant Research 72, 157164.CrossRefGoogle Scholar
Torres, LCL, Ferreira, MA, Guim, A, Vilela, MS, Guimarães, AV and Silva, EC 2009. Substituição da palma-gigante por palma-miúda em dietas para bovinos em crescimento e avaliação de indicadores internos. Revista Brasileira de Zootecnia 38, 22642269.CrossRefGoogle Scholar
Vieira, PAS, Pereira, LGR, Azevêdo, JAG, Neves, ALA, Chizzotti, ML, Santos, RD, Araújo, GGL, Mistura, C and Chaves, AV 2013. Development of mathematical models to predict dry matter intake in feedlot Santa Ines rams. Small Ruminant Research 112, 7884.CrossRefGoogle Scholar
Supplementary material: File

Knupp et al. supplementary material

Knupp et al. supplementary material 1

Download Knupp et al. supplementary material(File)
File 16.5 KB