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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ftdatacite:10.6084/m9.figshare.c.4848891 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 https://springernature.figshare.com/collections/Epistatic_regulation_of_growth_in_Atlantic_salmon_revealed_a_QTL_study_performed_on_the_domesticated-wild_interface/4848891 unknown figshare https://dx.doi.org/10.1186/s12863-020-0816-y 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 https://doi.org/10.1186/s12863-020-0816-y 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) |
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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 https://springernature.figshare.com/collections/Epistatic_regulation_of_growth_in_Atlantic_salmon_revealed_a_QTL_study_performed_on_the_domesticated-wild_interface/4848891 |
genre |
Atlantic salmon |
genre_facet |
Atlantic salmon |
op_relation |
https://dx.doi.org/10.1186/s12863-020-0816-y |
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 https://doi.org/10.1186/s12863-020-0816-y |
_version_ |
1766361559781605376 |