The genetic correlation between feed conversion ratio and growth rate affects the design of a breeding program for more sustainable fish production
Abstract Background Most fish breeding programs aim at improving growth rate and include feed conversion ratio (FCR) neither in the breeding goal nor in the selection index, although decreasing FCR is known to increase farm profit and decrease environmental impacts. This is because FCR is difficult...
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Series: | Genetics Selection Evolution |
Online Access: | https://doi.org/10.1186/s12711-020-0524-0 |
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doaj-ad26219d9cab4d80bac32a316c09997a2021-02-07T12:20:56ZdeuBMCGenetics Selection Evolution1297-96862020-02-0152111010.1186/s12711-020-0524-0The genetic correlation between feed conversion ratio and growth rate affects the design of a breeding program for more sustainable fish productionMathieu Besson0Hans Komen1Gus Rose2Marc Vandeputte3Animal Breeding and Genomics Centre, Wageningen UniversityAnimal Breeding and Genomics Centre, Wageningen UniversityAnimal Breeding and Genomics Centre, Wageningen UniversityUniversité Paris-Saclay, INRAE, AgroParisTech, GABIAbstract Background Most fish breeding programs aim at improving growth rate and include feed conversion ratio (FCR) neither in the breeding goal nor in the selection index, although decreasing FCR is known to increase farm profit and decrease environmental impacts. This is because FCR is difficult to measure in fish that live in groups and FCR is assumed to have a favourable (negative) genetic correlation with growth, although the magnitude of this correlation is unknown. We investigated the effect of the genetic correlation between growth and FCR on the economic and environmental responses of a two-trait breeding goal (growth and FCR), compared to a single-trait breeding goal (growth only). Next, we evaluated the weights to assign to growth and FCR in a two-trait breeding goal to maximize sustainability of fish production. Methods We used pseudo-best linear unbiased prediction (BLUP) index calculations to simulate a breeding program for sea bass. For the single-trait breeding goal, the trait in the breeding goal and in the index was thermal growth coefficient (TGC) and for the two-trait breeding goal, the traits in the breeding goal were TGC and FCR and the traits in the index were TGC and percentage of fat in the dorsal muscle (an indirect measure of FCR). We simulated responses to selection for genetic and phenotypic correlations between TGC and FCR ranging from 0 to − 0.8. Then, in the two-trait breeding goal, we calculated the economic return and the change in eutrophication when using economic values (EV) or environmental values (ENV). Results When the genetic correlation between TGC and FCR was lower than − 0.45, we found major differences in economic returns and in eutrophication between single and two-trait breeding programs. At a correlation of − 0.25, the two-trait breeding goal based on EV increased economic return by 25% compared to the single-trait breeding goal, while using ENV decreased eutrophication by 1.34% per ton of fish produced after one generation of selection. Conclusions The genetic correlation between TGC and FCR affects the magnitude of economic losses due to omitting FCR in the breeding program. In addition, the genetic correlation affects the importance of choosing EV or ENV to reduce eutrophication and increase profit.https://doi.org/10.1186/s12711-020-0524-0 |
collection |
DOAJ |
language |
deu |
format |
Article |
sources |
DOAJ |
author |
Mathieu Besson Hans Komen Gus Rose Marc Vandeputte |
spellingShingle |
Mathieu Besson Hans Komen Gus Rose Marc Vandeputte The genetic correlation between feed conversion ratio and growth rate affects the design of a breeding program for more sustainable fish production Genetics Selection Evolution |
author_facet |
Mathieu Besson Hans Komen Gus Rose Marc Vandeputte |
author_sort |
Mathieu Besson |
title |
The genetic correlation between feed conversion ratio and growth rate affects the design of a breeding program for more sustainable fish production |
title_short |
The genetic correlation between feed conversion ratio and growth rate affects the design of a breeding program for more sustainable fish production |
title_full |
The genetic correlation between feed conversion ratio and growth rate affects the design of a breeding program for more sustainable fish production |
title_fullStr |
The genetic correlation between feed conversion ratio and growth rate affects the design of a breeding program for more sustainable fish production |
title_full_unstemmed |
The genetic correlation between feed conversion ratio and growth rate affects the design of a breeding program for more sustainable fish production |
title_sort |
genetic correlation between feed conversion ratio and growth rate affects the design of a breeding program for more sustainable fish production |
publisher |
BMC |
series |
Genetics Selection Evolution |
issn |
1297-9686 |
publishDate |
2020-02-01 |
description |
Abstract Background Most fish breeding programs aim at improving growth rate and include feed conversion ratio (FCR) neither in the breeding goal nor in the selection index, although decreasing FCR is known to increase farm profit and decrease environmental impacts. This is because FCR is difficult to measure in fish that live in groups and FCR is assumed to have a favourable (negative) genetic correlation with growth, although the magnitude of this correlation is unknown. We investigated the effect of the genetic correlation between growth and FCR on the economic and environmental responses of a two-trait breeding goal (growth and FCR), compared to a single-trait breeding goal (growth only). Next, we evaluated the weights to assign to growth and FCR in a two-trait breeding goal to maximize sustainability of fish production. Methods We used pseudo-best linear unbiased prediction (BLUP) index calculations to simulate a breeding program for sea bass. For the single-trait breeding goal, the trait in the breeding goal and in the index was thermal growth coefficient (TGC) and for the two-trait breeding goal, the traits in the breeding goal were TGC and FCR and the traits in the index were TGC and percentage of fat in the dorsal muscle (an indirect measure of FCR). We simulated responses to selection for genetic and phenotypic correlations between TGC and FCR ranging from 0 to − 0.8. Then, in the two-trait breeding goal, we calculated the economic return and the change in eutrophication when using economic values (EV) or environmental values (ENV). Results When the genetic correlation between TGC and FCR was lower than − 0.45, we found major differences in economic returns and in eutrophication between single and two-trait breeding programs. At a correlation of − 0.25, the two-trait breeding goal based on EV increased economic return by 25% compared to the single-trait breeding goal, while using ENV decreased eutrophication by 1.34% per ton of fish produced after one generation of selection. Conclusions The genetic correlation between TGC and FCR affects the magnitude of economic losses due to omitting FCR in the breeding program. In addition, the genetic correlation affects the importance of choosing EV or ENV to reduce eutrophication and increase profit. |
url |
https://doi.org/10.1186/s12711-020-0524-0 |
work_keys_str_mv |
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