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Selection for feed efficiency in Atlantic salmon using individual indicator traits based on stable isotope profiling
BACKGROUND: We used stable isotope profiling ((15)N and (13)C) to obtain indicator phenotypes for feed efficiency in aquaculture. Our objectives were to (1) examine whether atom percent of stable isotopes of nitrogen and carbon can explain more of the variation in feed conversion ratio than growth a...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6466720/ https://www.ncbi.nlm.nih.gov/pubmed/30991944 http://dx.doi.org/10.1186/s12711-019-0455-9 |
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author | Dvergedal, Hanne Ødegård, Jørgen Øverland, Margareth Mydland, Liv Torunn Klemetsdal, Gunnar |
author_facet | Dvergedal, Hanne Ødegård, Jørgen Øverland, Margareth Mydland, Liv Torunn Klemetsdal, Gunnar |
author_sort | Dvergedal, Hanne |
collection | PubMed |
description | BACKGROUND: We used stable isotope profiling ((15)N and (13)C) to obtain indicator phenotypes for feed efficiency in aquaculture. Our objectives were to (1) examine whether atom percent of stable isotopes of nitrogen and carbon can explain more of the variation in feed conversion ratio than growth alone, and (2) estimate the heritabilities of and genetic correlations between feed efficiency, growth and indicator traits as functions of nitrogen and carbon metabolism in various tissues. A 12-day experiment was conducted with 2281 Atlantic salmon parr, with an average initial weight of 21.8 g, from 23 full-sib families that were allocated to 46 family tanks and fed an experimental diet enriched with (15)N and (13)C. RESULTS: Using leave-one-out cross-validation, as much as 79% of the between-tank variation in feed conversion ratio was explained by growth, indicator traits, and sampling day, compared to 62% that was explained by growth and sampling day alone. The ratio of tissue metabolism, estimated by a change in isotope fractions relative to body growth, was used as an individual indicator for feed efficiency. For these indicator ratio traits, the estimated genetic correlation to feed conversion ratio approached unity but their heritabilities were low (0.06 to 0.11). These results indicate that feed-efficient fish are characterized by allocating a high fraction of their metabolism to growth. Among the isotope indicator traits, carbon metabolism in the liver had the closest estimated genetic correlation with feed conversion ratio on a tank level (− 0.9) but a low estimated genetic correlation with individually recorded feed efficiency indicator ratio traits. The underlying determinants of these correlations are largely unknown. CONCLUSIONS: Our findings show that the use of indicator ratio traits to assess individual feed efficiency in Atlantic salmon has great prospects in selection programs. Given that large quantities of feeds with contrasting isotope profiles of carbon and/or nitrogen can be produced cost-effectively, the use of stable isotopes to monitor nitrogen and carbon metabolism in various tissues has potential for large-scale recording of individual feed efficiency traits, without requiring individual feed intake to be recorded. |
format | Online Article Text |
id | pubmed-6466720 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-64667202019-04-22 Selection for feed efficiency in Atlantic salmon using individual indicator traits based on stable isotope profiling Dvergedal, Hanne Ødegård, Jørgen Øverland, Margareth Mydland, Liv Torunn Klemetsdal, Gunnar Genet Sel Evol Research Article BACKGROUND: We used stable isotope profiling ((15)N and (13)C) to obtain indicator phenotypes for feed efficiency in aquaculture. Our objectives were to (1) examine whether atom percent of stable isotopes of nitrogen and carbon can explain more of the variation in feed conversion ratio than growth alone, and (2) estimate the heritabilities of and genetic correlations between feed efficiency, growth and indicator traits as functions of nitrogen and carbon metabolism in various tissues. A 12-day experiment was conducted with 2281 Atlantic salmon parr, with an average initial weight of 21.8 g, from 23 full-sib families that were allocated to 46 family tanks and fed an experimental diet enriched with (15)N and (13)C. RESULTS: Using leave-one-out cross-validation, as much as 79% of the between-tank variation in feed conversion ratio was explained by growth, indicator traits, and sampling day, compared to 62% that was explained by growth and sampling day alone. The ratio of tissue metabolism, estimated by a change in isotope fractions relative to body growth, was used as an individual indicator for feed efficiency. For these indicator ratio traits, the estimated genetic correlation to feed conversion ratio approached unity but their heritabilities were low (0.06 to 0.11). These results indicate that feed-efficient fish are characterized by allocating a high fraction of their metabolism to growth. Among the isotope indicator traits, carbon metabolism in the liver had the closest estimated genetic correlation with feed conversion ratio on a tank level (− 0.9) but a low estimated genetic correlation with individually recorded feed efficiency indicator ratio traits. The underlying determinants of these correlations are largely unknown. CONCLUSIONS: Our findings show that the use of indicator ratio traits to assess individual feed efficiency in Atlantic salmon has great prospects in selection programs. Given that large quantities of feeds with contrasting isotope profiles of carbon and/or nitrogen can be produced cost-effectively, the use of stable isotopes to monitor nitrogen and carbon metabolism in various tissues has potential for large-scale recording of individual feed efficiency traits, without requiring individual feed intake to be recorded. BioMed Central 2019-04-15 /pmc/articles/PMC6466720/ /pubmed/30991944 http://dx.doi.org/10.1186/s12711-019-0455-9 Text en © The Author(s) 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Dvergedal, Hanne Ødegård, Jørgen Øverland, Margareth Mydland, Liv Torunn Klemetsdal, Gunnar Selection for feed efficiency in Atlantic salmon using individual indicator traits based on stable isotope profiling |
title | Selection for feed efficiency in Atlantic salmon using individual indicator traits based on stable isotope profiling |
title_full | Selection for feed efficiency in Atlantic salmon using individual indicator traits based on stable isotope profiling |
title_fullStr | Selection for feed efficiency in Atlantic salmon using individual indicator traits based on stable isotope profiling |
title_full_unstemmed | Selection for feed efficiency in Atlantic salmon using individual indicator traits based on stable isotope profiling |
title_short | Selection for feed efficiency in Atlantic salmon using individual indicator traits based on stable isotope profiling |
title_sort | selection for feed efficiency in atlantic salmon using individual indicator traits based on stable isotope profiling |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6466720/ https://www.ncbi.nlm.nih.gov/pubmed/30991944 http://dx.doi.org/10.1186/s12711-019-0455-9 |
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