Genetic subdivision and candidate genes under selection in North American grey wolves

Previous genetic studies of the highly mobile grey wolf (Canis lupus) found population structure that coincides with habitat and phenotype differences. We hypothesized that these ecologically distinct populations (ecotypes) should exhibit signatures of selection in genes related to morphology, coat...

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Published in:Molecular Ecology
Main Authors: Schweizer R. M., VonHoldt B. M., Harrigan R., Knowles J. C., Musiani M., Coltman D., Novembre J., Wayne R. K.
Other Authors: Schweizer R.M., VonHoldt B.M., Knowles J.C., Wayne R.K.
Format: Article in Journal/Newspaper
Language:English
Published: 2016
Subjects:
Online Access:https://hdl.handle.net/11585/902893
https://doi.org/10.1111/mec.13364
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spelling ftunibolognairis:oai:cris.unibo.it:11585/902893 2024-09-15T18:01:22+00:00 Genetic subdivision and candidate genes under selection in North American grey wolves Schweizer R. M. VonHoldt B. M. Harrigan R. Knowles J. C. Musiani M. Coltman D. Novembre J. Wayne R. K. Schweizer R.M. VonHoldt B.M. Harrigan R. Knowles J.C. Musiani M. Coltman D. Novembre J. Wayne R.K. 2016 ELETTRONICO https://hdl.handle.net/11585/902893 https://doi.org/10.1111/mec.13364 eng eng info:eu-repo/semantics/altIdentifier/pmid/26333947 info:eu-repo/semantics/altIdentifier/wos/WOS:000367908800025 volume:25 issue:1 firstpage:380 lastpage:402 numberofpages:23 journal:MOLECULAR ECOLOGY https://hdl.handle.net/11585/902893 doi:10.1111/mec.13364 info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-84954074556 adaptation Canis lupu ecological genetic genomic mammal population genetic SNP array info:eu-repo/semantics/article 2016 ftunibolognairis https://doi.org/10.1111/mec.13364 2024-07-01T14:08:29Z Previous genetic studies of the highly mobile grey wolf (Canis lupus) found population structure that coincides with habitat and phenotype differences. We hypothesized that these ecologically distinct populations (ecotypes) should exhibit signatures of selection in genes related to morphology, coat colour and metabolism. To test these predictions, we quantified population structure related to habitat using a genotyping array to assess variation in 42 036 single-nucleotide polymorphisms (SNPs) in 111 North American grey wolves. Using these SNP data and individual-level measurements of 12 environmental variables, we identified six ecotypes: West Forest, Boreal Forest, Arctic, High Arctic, British Columbia and Atlantic Forest. Next, we explored signals of selection across these wolf ecotypes through the use of three complementary methods to detect selection: FST/haplotype homozygosity bivariate percentilae, bayescan, and environmentally correlated directional selection with bayenv. Across all methods, we found consistent signals of selection on genes related to morphology, coat coloration, metabolism, as predicted, as well as vision and hearing. In several high-ranking candidate genes, including LEPR, TYR and SLC14A2, we found variation in allele frequencies that follow environmental changes in temperature and precipitation, a result that is consistent with local adaptation rather than genetic drift. Our findings show that local adaptation can occur despite gene flow in a highly mobile species and can be detected through a moderately dense genomic scan. These patterns of local adaptation revealed by SNP genotyping likely reflect high fidelity to natal habitats of dispersing wolves, strong ecological divergence among habitats, and moderate levels of linkage in the wolf genome. Article in Journal/Newspaper Canis lupus IRIS Università degli Studi di Bologna (CRIS - Current Research Information System) Molecular Ecology 25 1 380 402
institution Open Polar
collection IRIS Università degli Studi di Bologna (CRIS - Current Research Information System)
op_collection_id ftunibolognairis
language English
topic adaptation
Canis lupu
ecological genetic
genomic
mammal
population genetic
SNP array
spellingShingle adaptation
Canis lupu
ecological genetic
genomic
mammal
population genetic
SNP array
Schweizer R. M.
VonHoldt B. M.
Harrigan R.
Knowles J. C.
Musiani M.
Coltman D.
Novembre J.
Wayne R. K.
Genetic subdivision and candidate genes under selection in North American grey wolves
topic_facet adaptation
Canis lupu
ecological genetic
genomic
mammal
population genetic
SNP array
description Previous genetic studies of the highly mobile grey wolf (Canis lupus) found population structure that coincides with habitat and phenotype differences. We hypothesized that these ecologically distinct populations (ecotypes) should exhibit signatures of selection in genes related to morphology, coat colour and metabolism. To test these predictions, we quantified population structure related to habitat using a genotyping array to assess variation in 42 036 single-nucleotide polymorphisms (SNPs) in 111 North American grey wolves. Using these SNP data and individual-level measurements of 12 environmental variables, we identified six ecotypes: West Forest, Boreal Forest, Arctic, High Arctic, British Columbia and Atlantic Forest. Next, we explored signals of selection across these wolf ecotypes through the use of three complementary methods to detect selection: FST/haplotype homozygosity bivariate percentilae, bayescan, and environmentally correlated directional selection with bayenv. Across all methods, we found consistent signals of selection on genes related to morphology, coat coloration, metabolism, as predicted, as well as vision and hearing. In several high-ranking candidate genes, including LEPR, TYR and SLC14A2, we found variation in allele frequencies that follow environmental changes in temperature and precipitation, a result that is consistent with local adaptation rather than genetic drift. Our findings show that local adaptation can occur despite gene flow in a highly mobile species and can be detected through a moderately dense genomic scan. These patterns of local adaptation revealed by SNP genotyping likely reflect high fidelity to natal habitats of dispersing wolves, strong ecological divergence among habitats, and moderate levels of linkage in the wolf genome.
author2 Schweizer R.M.
VonHoldt B.M.
Harrigan R.
Knowles J.C.
Musiani M.
Coltman D.
Novembre J.
Wayne R.K.
format Article in Journal/Newspaper
author Schweizer R. M.
VonHoldt B. M.
Harrigan R.
Knowles J. C.
Musiani M.
Coltman D.
Novembre J.
Wayne R. K.
author_facet Schweizer R. M.
VonHoldt B. M.
Harrigan R.
Knowles J. C.
Musiani M.
Coltman D.
Novembre J.
Wayne R. K.
author_sort Schweizer R. M.
title Genetic subdivision and candidate genes under selection in North American grey wolves
title_short Genetic subdivision and candidate genes under selection in North American grey wolves
title_full Genetic subdivision and candidate genes under selection in North American grey wolves
title_fullStr Genetic subdivision and candidate genes under selection in North American grey wolves
title_full_unstemmed Genetic subdivision and candidate genes under selection in North American grey wolves
title_sort genetic subdivision and candidate genes under selection in north american grey wolves
publishDate 2016
url https://hdl.handle.net/11585/902893
https://doi.org/10.1111/mec.13364
genre Canis lupus
genre_facet Canis lupus
op_relation info:eu-repo/semantics/altIdentifier/pmid/26333947
info:eu-repo/semantics/altIdentifier/wos/WOS:000367908800025
volume:25
issue:1
firstpage:380
lastpage:402
numberofpages:23
journal:MOLECULAR ECOLOGY
https://hdl.handle.net/11585/902893
doi:10.1111/mec.13364
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-84954074556
op_doi https://doi.org/10.1111/mec.13364
container_title Molecular Ecology
container_volume 25
container_issue 1
container_start_page 380
op_container_end_page 402
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