Quantitative genetics of Taura syndrome resistance in Pacific (Penaeus vannamei): A cure model approach

Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avisTidsskriftartikelForskningpeer review


  • GSE 43:14

    Forlagets udgivne version, 394 KB, PDF-dokument

  • Jørgen Ødegård, Nofima Marin, Norge
  • Thomas Gitterle, Akvaforsk Genetics Center AS, Norge
  • Per Madsen
  • Theo HE Meuwissen, Norwegian University of Life Sciences, Norge
  • M Hossein Yazdi, Akvaforsk Genetics Center AS, Norge
  • Bjarne Gjerde, Nofima Marin, Norge
  • Carlos Pulgarin, CENIACUA, Colombia
  • Morten Rye, Akvaforsk Genetics Center AS, Norge
Background: In aquaculture breeding, resistance against infectious diseases is commonly assessed as time until death under exposure to a pathogen. For some diseases, a fraction of the individuals may appear as “cured” (non-susceptible), and the resulting survival time may thus be a result of two confounded underlying traits, i.e., endurance (individual hazard) and susceptibility (whether at risk or not), which may be accounted for by fitting a cure survival model. We applied a cure model to survival data of Pacific white shrimp (Penaeus vannamei) challenged with the Taura syndrome virus, which is one of the major pathogens of Panaeid shrimp species.

Methods: In total, 15,261 individuals of 513 full-sib families from three generations were challenge-tested in 21separate tests (tanks). All challenge-tests were run until mortality naturally ceased. Time-until-event data were
analyzed with a mixed cure survival model using Gibbs sampling, treating susceptibility and endurance as separate genetic traits.

Results: Overall mortality at the end of test was 28%, while 38% of the population was considered susceptible to the disease. The estimated underlying heritability was high for susceptibility (0.41 ± 0.07), but low for endurance (0.07 ± 0.03). Furthermore, endurance and susceptibility were distinct genetic traits (rg = 0.22 ± 0.25). Estimated breeding values for endurance and susceptibility were only moderately correlated (0.50), while estimated breeding values from classical
models for analysis of challenge-test survival (ignoring the cured fraction) were closely correlated with estimated breeding values for susceptibility, but less correlated with estimated breeding values for endurance.

Conclusions: For Taura syndrome resistance, endurance and susceptibility are apparently distinct genetic traits. However, genetic evaluation of susceptibility based on the cure model showed clear associations with standard genetic evaluations that ignore the cure fraction for these data. Using the current testing design, genetic variation in observed survival time and absolute survival at the end of test were most likely dominated by genetic variation in susceptibility. If the aim is to reduce susceptibility, earlier termination of the challenge-test or back-truncation of the follow-up period should be avoided, as this may shift focus of selection towards endurance rather than susceptibility.
TidsskriftGenetics Selection Evolution
Antal sider7
StatusUdgivet - 21 mar. 2011

Se relationer på Aarhus Universitet Citationsformater


Ingen data tilgængelig

ID: 38604045