Epistatic regulation of growth in Atlantic salmon revealed: a QTL study performed on the domesticated-wild interface

Abstract Background Quantitative traits are typically considered to be under additive genetic control. Although there are indications that non-additive factors have the potential to contribute to trait variation, experimental demonstration remains scarce. Here, we investigated the genetic basis of g...

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Main Authors: Francois Besnier, Solberg, Monica, Harvey, Alison, Carvalho, Gary, Bekkevold, Dorte, Taylor, Martin, Creer, Simon, Nielsen, Einar, Skaala, Øystein, Ayllon, Fernando, Dahle, Geir, Glover, Kevin
Format: Article in Journal/Newspaper
Language:unknown
Published: figshare 2020
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Online Access:https://dx.doi.org/10.6084/m9.figshare.c.4848891.v1
https://springernature.figshare.com/collections/Epistatic_regulation_of_growth_in_Atlantic_salmon_revealed_a_QTL_study_performed_on_the_domesticated-wild_interface/4848891/1
id ftdatacite:10.6084/m9.figshare.c.4848891.v1
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spelling ftdatacite:10.6084/m9.figshare.c.4848891.v1 2023-05-15T15:31:04+02:00 Epistatic regulation of growth in Atlantic salmon revealed: a QTL study performed on the domesticated-wild interface Francois Besnier Solberg, Monica Harvey, Alison Carvalho, Gary Bekkevold, Dorte Taylor, Martin Creer, Simon Nielsen, Einar Skaala, Øystein Ayllon, Fernando Dahle, Geir Glover, Kevin 2020 https://dx.doi.org/10.6084/m9.figshare.c.4848891.v1 https://springernature.figshare.com/collections/Epistatic_regulation_of_growth_in_Atlantic_salmon_revealed_a_QTL_study_performed_on_the_domesticated-wild_interface/4848891/1 unknown figshare https://dx.doi.org/10.1186/s12863-020-0816-y https://dx.doi.org/10.6084/m9.figshare.c.4848891 CC BY 4.0 https://creativecommons.org/licenses/by/4.0 CC-BY Genetics FOS Biological sciences Molecular Biology 59999 Environmental Sciences not elsewhere classified FOS Earth and related environmental sciences Ecology 69999 Biological Sciences not elsewhere classified Collection article 2020 ftdatacite https://doi.org/10.6084/m9.figshare.c.4848891.v1 https://doi.org/10.1186/s12863-020-0816-y https://doi.org/10.6084/m9.figshare.c.4848891 2021-11-05T12:55:41Z Abstract Background Quantitative traits are typically considered to be under additive genetic control. Although there are indications that non-additive factors have the potential to contribute to trait variation, experimental demonstration remains scarce. Here, we investigated the genetic basis of growth in Atlantic salmon by exploiting the high level of genetic diversity and trait expression among domesticated, hybrid and wild populations. Results After rearing fish in common-garden experiments under aquaculture conditions, we performed a variance component analysis in four mapping populations totaling ~ 7000 individuals from six wild, two domesticated and three F1 wild/domesticated hybrid strains. Across the four independent datasets, genome-wide significant quantitative trait loci (QTLs) associated with weight and length were detected on a total of 18 chromosomes, reflecting the polygenic nature of growth. Significant QTLs correlated with both length and weight were detected on chromosomes 2, 6 and 9 in multiple datasets. Significantly, epistatic QTLs were detected in all datasets. Discussion The observed interactions demonstrated that the phenotypic effect of inheriting an allele deviated between half-sib families. Gene-by-gene interactions were also suggested, where the combined effect of two loci resulted in a genetic effect upon phenotypic variance, while no genetic effect was detected when the two loci were considered separately. To our knowledge, this is the first documentation of epistasis in a quantitative trait in Atlantic salmon. These novel results are of relevance for breeding programs, and for predicting the evolutionary consequences of domestication-introgression in wild populations. Article in Journal/Newspaper Atlantic salmon DataCite Metadata Store (German National Library of Science and Technology)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic Genetics
FOS Biological sciences
Molecular Biology
59999 Environmental Sciences not elsewhere classified
FOS Earth and related environmental sciences
Ecology
69999 Biological Sciences not elsewhere classified
spellingShingle Genetics
FOS Biological sciences
Molecular Biology
59999 Environmental Sciences not elsewhere classified
FOS Earth and related environmental sciences
Ecology
69999 Biological Sciences not elsewhere classified
Francois Besnier
Solberg, Monica
Harvey, Alison
Carvalho, Gary
Bekkevold, Dorte
Taylor, Martin
Creer, Simon
Nielsen, Einar
Skaala, Øystein
Ayllon, Fernando
Dahle, Geir
Glover, Kevin
Epistatic regulation of growth in Atlantic salmon revealed: a QTL study performed on the domesticated-wild interface
topic_facet Genetics
FOS Biological sciences
Molecular Biology
59999 Environmental Sciences not elsewhere classified
FOS Earth and related environmental sciences
Ecology
69999 Biological Sciences not elsewhere classified
description Abstract Background Quantitative traits are typically considered to be under additive genetic control. Although there are indications that non-additive factors have the potential to contribute to trait variation, experimental demonstration remains scarce. Here, we investigated the genetic basis of growth in Atlantic salmon by exploiting the high level of genetic diversity and trait expression among domesticated, hybrid and wild populations. Results After rearing fish in common-garden experiments under aquaculture conditions, we performed a variance component analysis in four mapping populations totaling ~ 7000 individuals from six wild, two domesticated and three F1 wild/domesticated hybrid strains. Across the four independent datasets, genome-wide significant quantitative trait loci (QTLs) associated with weight and length were detected on a total of 18 chromosomes, reflecting the polygenic nature of growth. Significant QTLs correlated with both length and weight were detected on chromosomes 2, 6 and 9 in multiple datasets. Significantly, epistatic QTLs were detected in all datasets. Discussion The observed interactions demonstrated that the phenotypic effect of inheriting an allele deviated between half-sib families. Gene-by-gene interactions were also suggested, where the combined effect of two loci resulted in a genetic effect upon phenotypic variance, while no genetic effect was detected when the two loci were considered separately. To our knowledge, this is the first documentation of epistasis in a quantitative trait in Atlantic salmon. These novel results are of relevance for breeding programs, and for predicting the evolutionary consequences of domestication-introgression in wild populations.
format Article in Journal/Newspaper
author Francois Besnier
Solberg, Monica
Harvey, Alison
Carvalho, Gary
Bekkevold, Dorte
Taylor, Martin
Creer, Simon
Nielsen, Einar
Skaala, Øystein
Ayllon, Fernando
Dahle, Geir
Glover, Kevin
author_facet Francois Besnier
Solberg, Monica
Harvey, Alison
Carvalho, Gary
Bekkevold, Dorte
Taylor, Martin
Creer, Simon
Nielsen, Einar
Skaala, Øystein
Ayllon, Fernando
Dahle, Geir
Glover, Kevin
author_sort Francois Besnier
title Epistatic regulation of growth in Atlantic salmon revealed: a QTL study performed on the domesticated-wild interface
title_short Epistatic regulation of growth in Atlantic salmon revealed: a QTL study performed on the domesticated-wild interface
title_full Epistatic regulation of growth in Atlantic salmon revealed: a QTL study performed on the domesticated-wild interface
title_fullStr Epistatic regulation of growth in Atlantic salmon revealed: a QTL study performed on the domesticated-wild interface
title_full_unstemmed Epistatic regulation of growth in Atlantic salmon revealed: a QTL study performed on the domesticated-wild interface
title_sort epistatic regulation of growth in atlantic salmon revealed: a qtl study performed on the domesticated-wild interface
publisher figshare
publishDate 2020
url https://dx.doi.org/10.6084/m9.figshare.c.4848891.v1
https://springernature.figshare.com/collections/Epistatic_regulation_of_growth_in_Atlantic_salmon_revealed_a_QTL_study_performed_on_the_domesticated-wild_interface/4848891/1
genre Atlantic salmon
genre_facet Atlantic salmon
op_relation https://dx.doi.org/10.1186/s12863-020-0816-y
https://dx.doi.org/10.6084/m9.figshare.c.4848891
op_rights CC BY 4.0
https://creativecommons.org/licenses/by/4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.6084/m9.figshare.c.4848891.v1
https://doi.org/10.1186/s12863-020-0816-y
https://doi.org/10.6084/m9.figshare.c.4848891
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