Investigating structural variant, indel and single nucleotide polymorphism differentiation between locally adapted Atlantic salmon populations

International audience Genomic structural variants (SVs) are now recognized as an integral component of intraspecific polymorphism and are known to contribute to evolutionary processes in various organisms. However, they are inherently difficult to detect and genotype from readily available short-re...

Full description

Bibliographic Details
Published in:Evolutionary Applications
Main Authors: Lecomte, Laurie, Arnyasi, Mariann, Ferchaud, Anne-Laure, Kent, Matthew, Lien, Sigbjorn, Stenløkk, Kristina, Sylvestre, Florent, Bernatchez, Louis, Mérot, Claire
Other Authors: Institut de Biologie Intégrative et des Systèmes Québec (IBIS), Norwegian University of Life Sciences (NMBU), Université de Rennes (UR), Ecosystèmes, biodiversité, évolution Rennes (ECOBIO), Université de Rennes (UR)-Institut Ecologie et Environnement - CNRS Ecologie et Environnement (INEE-CNRS), Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS)-Observatoire des Sciences de l'Univers de Rennes (OSUR), Université de Rennes (UR)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Rennes 2 (UR2)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Rennes 2 (UR2)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Centre National de la Recherche Scientifique (CNRS), This project was funded by Société Saumon de la Rivière Romaine, Hydro-Québec, Ressources Aquatiques Québec and by a Collaborative Research and Development grant from the Natural Sciences and Engineering Research Council of Canada (NSERC) to Louis Bernatchez. Laurie Lecomte was supported by a Canada Graduate Scholarship for Master's grant (NSERC) and a master's training scholarship from the Fonds de recherche du Québec – Nature and technologies (FRQNT).
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2024
Subjects:
Online Access:https://hal.science/hal-04533973
https://hal.science/hal-04533973/document
https://hal.science/hal-04533973/file/Evolutionary%20Applications%20-%202024%20-%20Lecomte%20-%20Investigating%20structural%20variant%20indel%20and%20single%20nucleotide%20polymorphism.pdf
https://doi.org/10.1111/eva.13653
id ftunivrennes1hal:oai:HAL:hal-04533973v1
record_format openpolar
institution Open Polar
collection Université de Rennes 1: Publications scientifiques (HAL)
op_collection_id ftunivrennes1hal
language English
topic local adaptation
long‐read sequencing
pangenome
short‐read sequencing
structural variation
[SDE.BE]Environmental Sciences/Biodiversity and Ecology
spellingShingle local adaptation
long‐read sequencing
pangenome
short‐read sequencing
structural variation
[SDE.BE]Environmental Sciences/Biodiversity and Ecology
Lecomte, Laurie
Arnyasi, Mariann
Ferchaud, Anne-Laure
Kent, Matthew
Lien, Sigbjorn
Stenløkk, Kristina
Sylvestre, Florent
Bernatchez, Louis
Mérot, Claire
Investigating structural variant, indel and single nucleotide polymorphism differentiation between locally adapted Atlantic salmon populations
topic_facet local adaptation
long‐read sequencing
pangenome
short‐read sequencing
structural variation
[SDE.BE]Environmental Sciences/Biodiversity and Ecology
description International audience Genomic structural variants (SVs) are now recognized as an integral component of intraspecific polymorphism and are known to contribute to evolutionary processes in various organisms. However, they are inherently difficult to detect and genotype from readily available short-read sequencing data, and therefore remain poorly documented in wild populations. Salmonid species displaying strong interpopulation variability in both life history traits and habitat characteristics, such as Atlantic salmon (Salmo salar), offer a prime context for studying adaptive polymorphism, but the contribution of SVs to fine-scale local adaptation has yet to be explored. Here, we performed a comparative analysis of SVs, single nucleotide polymorphisms (SNPs) and small indels (<50 bp) segregating in the Romaine and Puyjalon salmon, two putatively locally adapted populations inhabiting neighboring rivers (Québec, Canada) and showing pronounced variation in life history traits, namely growth, fecundity, and age at maturity and smoltification. We first catalogued polymorphism using a hybrid SV characterization approach pairing both short- (16X) and long-read sequencing (20X) for variant discovery with graph-based genotyping of SVs across 60 salmon genomes, along with characterization of SNPs and small indels from short reads. We thus identified 115,907 SVs, 8,777,832 SNPs and 1,089,321 short indels, with SVs covering 4.8 times more base pairs than SNPs. All three variant types revealed a highly congruent population structure and similar patterns of F (ST) and density variation along the genome. Finally, we performed outlier detection and redundancy analysis (RDA) to identify variants of interest in the putative local adaptation of Romaine and Puyjalon salmon. Genes located near these variants were enriched for biological processes related to nervous system function, suggesting that observed variation in traits such as age at smoltification could arise from differences in neural development. This study therefore ...
author2 Institut de Biologie Intégrative et des Systèmes Québec (IBIS)
Norwegian University of Life Sciences (NMBU)
Université de Rennes (UR)
Ecosystèmes, biodiversité, évolution Rennes (ECOBIO)
Université de Rennes (UR)-Institut Ecologie et Environnement - CNRS Ecologie et Environnement (INEE-CNRS)
Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS)-Observatoire des Sciences de l'Univers de Rennes (OSUR)
Université de Rennes (UR)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Rennes 2 (UR2)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Rennes 2 (UR2)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Centre National de la Recherche Scientifique (CNRS)
This project was funded by Société Saumon de la Rivière Romaine, Hydro-Québec, Ressources Aquatiques Québec and by a Collaborative Research and Development grant from the Natural Sciences and Engineering Research Council of Canada (NSERC) to Louis Bernatchez. Laurie Lecomte was supported by a Canada Graduate Scholarship for Master's grant (NSERC) and a master's training scholarship from the Fonds de recherche du Québec – Nature and technologies (FRQNT).
format Article in Journal/Newspaper
author Lecomte, Laurie
Arnyasi, Mariann
Ferchaud, Anne-Laure
Kent, Matthew
Lien, Sigbjorn
Stenløkk, Kristina
Sylvestre, Florent
Bernatchez, Louis
Mérot, Claire
author_facet Lecomte, Laurie
Arnyasi, Mariann
Ferchaud, Anne-Laure
Kent, Matthew
Lien, Sigbjorn
Stenløkk, Kristina
Sylvestre, Florent
Bernatchez, Louis
Mérot, Claire
author_sort Lecomte, Laurie
title Investigating structural variant, indel and single nucleotide polymorphism differentiation between locally adapted Atlantic salmon populations
title_short Investigating structural variant, indel and single nucleotide polymorphism differentiation between locally adapted Atlantic salmon populations
title_full Investigating structural variant, indel and single nucleotide polymorphism differentiation between locally adapted Atlantic salmon populations
title_fullStr Investigating structural variant, indel and single nucleotide polymorphism differentiation between locally adapted Atlantic salmon populations
title_full_unstemmed Investigating structural variant, indel and single nucleotide polymorphism differentiation between locally adapted Atlantic salmon populations
title_sort investigating structural variant, indel and single nucleotide polymorphism differentiation between locally adapted atlantic salmon populations
publisher HAL CCSD
publishDate 2024
url https://hal.science/hal-04533973
https://hal.science/hal-04533973/document
https://hal.science/hal-04533973/file/Evolutionary%20Applications%20-%202024%20-%20Lecomte%20-%20Investigating%20structural%20variant%20indel%20and%20single%20nucleotide%20polymorphism.pdf
https://doi.org/10.1111/eva.13653
long_lat ENVELOPE(35.282,35.282,66.963,66.963)
geographic Canada
Indel’
geographic_facet Canada
Indel’
genre Atlantic salmon
Salmo salar
genre_facet Atlantic salmon
Salmo salar
op_source ISSN: 1752-4571
Evolutionary Applications
https://hal.science/hal-04533973
Evolutionary Applications, 2024, 17 (3), pp.e13653. &#x27E8;10.1111/eva.13653&#x27E9;
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1111/eva.13653
info:eu-repo/semantics/altIdentifier/pmid/38495945
hal-04533973
https://hal.science/hal-04533973
https://hal.science/hal-04533973/document
https://hal.science/hal-04533973/file/Evolutionary%20Applications%20-%202024%20-%20Lecomte%20-%20Investigating%20structural%20variant%20indel%20and%20single%20nucleotide%20polymorphism.pdf
doi:10.1111/eva.13653
PUBMED: 38495945
op_rights http://creativecommons.org/licenses/by/
info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.1111/eva.13653
container_title Evolutionary Applications
container_volume 17
container_issue 3
_version_ 1798843436130893824
spelling ftunivrennes1hal:oai:HAL:hal-04533973v1 2024-05-12T08:01:19+00:00 Investigating structural variant, indel and single nucleotide polymorphism differentiation between locally adapted Atlantic salmon populations Lecomte, Laurie Arnyasi, Mariann Ferchaud, Anne-Laure Kent, Matthew Lien, Sigbjorn Stenløkk, Kristina Sylvestre, Florent Bernatchez, Louis Mérot, Claire Institut de Biologie Intégrative et des Systèmes Québec (IBIS) Norwegian University of Life Sciences (NMBU) Université de Rennes (UR) Ecosystèmes, biodiversité, évolution Rennes (ECOBIO) Université de Rennes (UR)-Institut Ecologie et Environnement - CNRS Ecologie et Environnement (INEE-CNRS) Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS)-Observatoire des Sciences de l'Univers de Rennes (OSUR) Université de Rennes (UR)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Rennes 2 (UR2)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Rennes 2 (UR2)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Centre National de la Recherche Scientifique (CNRS) This project was funded by Société Saumon de la Rivière Romaine, Hydro-Québec, Ressources Aquatiques Québec and by a Collaborative Research and Development grant from the Natural Sciences and Engineering Research Council of Canada (NSERC) to Louis Bernatchez. Laurie Lecomte was supported by a Canada Graduate Scholarship for Master's grant (NSERC) and a master's training scholarship from the Fonds de recherche du Québec – Nature and technologies (FRQNT). 2024-03 https://hal.science/hal-04533973 https://hal.science/hal-04533973/document https://hal.science/hal-04533973/file/Evolutionary%20Applications%20-%202024%20-%20Lecomte%20-%20Investigating%20structural%20variant%20indel%20and%20single%20nucleotide%20polymorphism.pdf https://doi.org/10.1111/eva.13653 en eng HAL CCSD info:eu-repo/semantics/altIdentifier/doi/10.1111/eva.13653 info:eu-repo/semantics/altIdentifier/pmid/38495945 hal-04533973 https://hal.science/hal-04533973 https://hal.science/hal-04533973/document https://hal.science/hal-04533973/file/Evolutionary%20Applications%20-%202024%20-%20Lecomte%20-%20Investigating%20structural%20variant%20indel%20and%20single%20nucleotide%20polymorphism.pdf doi:10.1111/eva.13653 PUBMED: 38495945 http://creativecommons.org/licenses/by/ info:eu-repo/semantics/OpenAccess ISSN: 1752-4571 Evolutionary Applications https://hal.science/hal-04533973 Evolutionary Applications, 2024, 17 (3), pp.e13653. &#x27E8;10.1111/eva.13653&#x27E9; local adaptation long‐read sequencing pangenome short‐read sequencing structural variation [SDE.BE]Environmental Sciences/Biodiversity and Ecology info:eu-repo/semantics/article Journal articles 2024 ftunivrennes1hal https://doi.org/10.1111/eva.13653 2024-04-18T00:06:14Z International audience Genomic structural variants (SVs) are now recognized as an integral component of intraspecific polymorphism and are known to contribute to evolutionary processes in various organisms. However, they are inherently difficult to detect and genotype from readily available short-read sequencing data, and therefore remain poorly documented in wild populations. Salmonid species displaying strong interpopulation variability in both life history traits and habitat characteristics, such as Atlantic salmon (Salmo salar), offer a prime context for studying adaptive polymorphism, but the contribution of SVs to fine-scale local adaptation has yet to be explored. Here, we performed a comparative analysis of SVs, single nucleotide polymorphisms (SNPs) and small indels (<50 bp) segregating in the Romaine and Puyjalon salmon, two putatively locally adapted populations inhabiting neighboring rivers (Québec, Canada) and showing pronounced variation in life history traits, namely growth, fecundity, and age at maturity and smoltification. We first catalogued polymorphism using a hybrid SV characterization approach pairing both short- (16X) and long-read sequencing (20X) for variant discovery with graph-based genotyping of SVs across 60 salmon genomes, along with characterization of SNPs and small indels from short reads. We thus identified 115,907 SVs, 8,777,832 SNPs and 1,089,321 short indels, with SVs covering 4.8 times more base pairs than SNPs. All three variant types revealed a highly congruent population structure and similar patterns of F (ST) and density variation along the genome. Finally, we performed outlier detection and redundancy analysis (RDA) to identify variants of interest in the putative local adaptation of Romaine and Puyjalon salmon. Genes located near these variants were enriched for biological processes related to nervous system function, suggesting that observed variation in traits such as age at smoltification could arise from differences in neural development. This study therefore ... Article in Journal/Newspaper Atlantic salmon Salmo salar Université de Rennes 1: Publications scientifiques (HAL) Canada Indel’ ENVELOPE(35.282,35.282,66.963,66.963) Evolutionary Applications 17 3