Skip to main content

Advertisement

Log in

Correlated changes in body shape after five generations of selection to improve growth rate in a breeding program for Nile tilapia Oreochromis niloticus in Brazil

  • Animal Genetics • Review
  • Published:
Journal of Applied Genetics Aims and scope Submit manuscript

Abstract

Body shape is a commercial trait of great interest as it impacts profit and productivity of aquaculture enterprises. In the present study, we examined correlated changes in two measures of body shape (depth to length ratio, DL-R and ellipticity of mid sagittal plane, EL-H) from a selection program for high daily weight gain in a Nile tilapia population reared in freshwater cages in Brazil. Genetic parameters for body shape and its genetic association with growth traits (body weight and daily gain) were also estimated from 8,725 individuals with growth performance recorded over five generations from 2008 to 2013. Mixed model analysis showed that the selection program resulted in substantial improvement in growth performance (about 4 % genetic gain per generation or per year) and also brought about trivial changes in body shape. The heritabilities ranged from 0.470 to 0.564 for growth traits and 0.180 to 0.289 for body shape. The common family effects were low for all traits studied, accounting for only 3–11 % of total phenotypic variance. The genetic correlations between body shape and growth traits were weak, i.e., −0.385 between EL-H and growth traits and 0.28 between DL-R and body weight or daily gain. Strong and negative genetic association was found between the two body shape traits (rg = -−0.955). Harvest body weight and daily gain are essentially the same traits, as indicated by the close to one genetic correlations between the two characters. Our results demonstrated that the selection process to increase growth rate had small, but slowly constant effect in body shape traits; and in the long term, the fish would have become rotund.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Adams DC, Rohlf FJ, Slice DE (2013) A field comes of age: geometric morphometrics in the 21st century. Hystrix Ital J Mammal 24:7–14

    Google Scholar 

  • Blonk R, Komen J, Tenghe A, Kamstra A, Van Arendonk J (2010) Heritability of shape in common sole, Solea solea, estimated from image analysis data. Aquaculture 307:6–11

    Article  Google Scholar 

  • Colihueque N, Araneda C (2014) Appearance traits in fish farming: progress from classical genetics to genomics, providing insight into current and potential genetic improvement. Front Genet 5:251

    Article  PubMed  PubMed Central  Google Scholar 

  • Conti ACM et al (2014) Genetic parameters for weight gain and body measurements for Nile tilapias by random regression modeling. Semina Ciênc Agrár 35:2843–2858

    Article  Google Scholar 

  • Costa C et al (2010) Genetic and environmental influences on shape variation in the European sea bass (Dicentrarchus labrax). Biol J Linn Soc 101:427–436

    Article  Google Scholar 

  • Cowles MK, Carlin BP (1996) Markov chain Monte Carlo convergence diagnostics: a comparative review. J Am Stat Assoc 91:883–904

    Article  Google Scholar 

  • Gjerde B, Schaeffer L (1989) Body traits in rainbow trout: II. Estimates of heritabilities and of phenotypic and genetic correlations. Aquaculture 80:25–44

    Article  Google Scholar 

  • Gunsett F (1984) Linear index selection to improve traits defined as ratios. J Anim Sci 59:1185–1193

    Article  Google Scholar 

  • Haffray P et al (2013) Genetic parameters of in-vivo prediction of carcass, head and fillet yields by internal ultrasound and 2D external imagery in large rainbow trout (Oncorhynchus mykiss). Aquaculture 410:236–244

    Article  Google Scholar 

  • Hamzah A et al (2014) Tropical agricultural science. J Trop Agric Sci 37:411–429

    Google Scholar 

  • Kause A, Ritola O, Paananen T, Eskelinen U, Mäntysaari E (2003) Big and beautiful? Quantitative genetic parameters for appearance of large rainbow trout. J Fish Biol 62:610–622

    Article  Google Scholar 

  • Komen H, Blonk R, Sae-Lim P (2014) Genetic analysis of shape in trout, using image analysis. In: Proceedings, 10th World Congress of Genetics Applied to Livestock Production

  • Kunita N et al (2013) Avaliação genética de características morfométricas em tilápias do Nilo cultivadas. Archivos de Zootecnia 62:555–566

    Article  Google Scholar 

  • Nguyen NH (2015) Genetic improvement for important farmed aquaculture species with a reference to carp, tilapia and prawns in Asia: achievements, lessons and challenges. Fish and Fisheries [In press]

  • Nguyen NH, Khaw HL, Ponzoni RW, Hamzah A, Kamaruzzaman N (2007) Can sexual dimorphism and body shape be altered in Nile tilapia (Oreochromis niloticus) by genetic means? Aquaculture 272:S38–S46

    Article  Google Scholar 

  • Nguyen NH et al (2010) Correlated response in fillet weight and yield to selection for increased harvest weight in genetically improved farmed tilapia (GIFT strain), Oreochromis niloticus. Aquaculture 305:1–5

    Article  Google Scholar 

  • Ninh NH, Thoa NP, Knibb W, Nguyen NH (2014) Selection for enhanced growth performance of Nile tilapia (Oreochromis niloticus) in brackish water (15–20ppt) in Vietnam. Aquaculture 428:1–6

    Article  Google Scholar 

  • Ponzoni RW et al (2011) Genetic improvement of Nile tilapia (Oreochromis niloticus) with special reference to the work conducted by the WorldFish Center with the GIFT strain. Rev Aquac 3:27–41

    Article  Google Scholar 

  • Rutten MJ, Komen H, Bovenhuis H (2005) Longitudinal genetic analysis of Nile tilapia (Oreochromis niloticus L.) body weight using a random regression model. Aquaculture 246:101–113

    Article  Google Scholar 

  • Santos AI et al (2011) Bayesian genetic parameters for body weight and survival of Nile tilapia farmed in Brazil. Pesq Agrop Brasileira 46:33–43

    Article  Google Scholar 

  • SAS Institute (2007) Statistical Analysis System (SAS) SAS Institute, Cary NC, USA

  • Sorensen D, Gianola D (2002) Likelihood, Bayesian, and MCMC methods in quantitative genetics. Springer, Dordrecht

    Book  Google Scholar 

  • Trọng TQ, Mulder HA, van Arendonk JA, Komen H (2013) Heritability and genotype by environment interaction estimates for harvest weight, growth rate, and shape of Nile tilapia (Oreochromis niloticus) grown in river cage and VAC in Vietnam. Aquaculture 384:119–127

    Article  Google Scholar 

  • Turra EM et al (2012) Estimation of genetic parameters for body weights of Nile tilapia Oreochromis niloticus using random regression models. Aquaculture 354:31–37

    Article  Google Scholar 

  • Van Tassell C, Van Vleck L (1995) A manual for use of MTGSAM. A set of Fortran programs to apply Gibbs sampling to animal models for variance component estimation. US Department of Agriculture, Agricultural Research Service

  • Weatherley AH, Gill H, Casselman JM (1987) The biology of fish growth. Academic Press, London

    Google Scholar 

  • Whatmore P et al (2013) Genetic parameters for economically important traits in yellowtail kingfish Seriola lalandi. Aquaculture 400:77–84

    Article  Google Scholar 

  • Yoshida GM et al (2013) Associação entre características de desempenho de tilápia-do-nilo ao longo do período de cultivo. Pesq Agrop Brasileira 48:816–824

    Article  Google Scholar 

Download references

Acknowledgments

This study was funded by Conselho Nacional de Desenvolvimento Científico e Tecnológico, Brazil (CNPq) and Ministério de Pesca e Aquicultura, Brazil (MPA). Peixegen Research Group provided the data set. We extend our thanks to the University of the Sunshine Coast for hosting the sabbatical of Prof Carlos Antonio Lopes de Oliveira from January to August 2015, and to Professors Wayne Knibb and Richard Burns who helped to review language of the draft manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Carlos Antonio Lopes de Oliveira.

Additional information

Communicated by: Maciej Szydlowski

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

de Oliveira, C.A.L., Ribeiro, R.P., Yoshida, G.M. et al. Correlated changes in body shape after five generations of selection to improve growth rate in a breeding program for Nile tilapia Oreochromis niloticus in Brazil. J Appl Genetics 57, 487–493 (2016). https://doi.org/10.1007/s13353-016-0338-5

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13353-016-0338-5

Keywords

Navigation