Data from: Design of a 9K SNP chip for polar bears (Ursus maritimus) from RAD and transcriptome sequencing

Single-nucleotide polymorphisms (SNPs) offer numerous advantages over anonymous markers such as microsatellites, including improved estimation of population parameters, finer-scale resolution of population structure and more precise genomic dissection of quantitative traits. However, many SNPs are n...

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Bibliographic Details
Main Authors: Malenfant, René M., Coltman, David W., Davis, Corey S.
Format: Dataset
Language:English
Published: Dryad 2021
Subjects:
geo
Online Access:https://doi.org/10.5061/dryad.b35td
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spelling fttriple:oai:gotriple.eu:50|dedup_wf_001::e5910eace89f4cceecd6fe1b81fa1a18 2023-05-15T15:17:36+02:00 Data from: Design of a 9K SNP chip for polar bears (Ursus maritimus) from RAD and transcriptome sequencing Malenfant, René M. Coltman, David W. Davis, Corey S. 2021-06-25 https://doi.org/10.5061/dryad.b35td en eng Dryad http://dx.doi.org/10.5061/dryad.b35td https://dx.doi.org/10.5061/dryad.b35td lic_creative-commons 10.5061/dryad.b35td oai:easy.dans.knaw.nl:easy-dataset:86091 oai:services.nod.dans.knaw.nl:Products/dans:oai:easy.dans.knaw.nl:easy-dataset:86091 10|openaire____::9e3be59865b2c1c335d32dae2fe7b254 10|re3data_____::94816e6421eeb072e7742ce6a9decc5f 10|re3data_____::84e123776089ce3c7a33db98d9cd15a8 10|eurocrisdris::fe4903425d9040f680d8610d9079ea14 re3data_____::r3d100000044 10|openaire____::081b82f96300b6a6e3d282bad31cb6e2 10|opendoar____::8b6dd7db9af49e67306feb59a8bdc52c Animalia population genetics Carnivora Chordata Next-generation sequencing Ursidae Ursus maritimus Mammalia polar bear Ursus Infinium BeadChip single-nucleotide polymorphism Holocene Life sciences medicine and health care Canada Arctic info geo Dataset https://vocabularies.coar-repositories.org/resource_types/c_ddb1/ 2021 fttriple https://doi.org/10.5061/dryad.b35td 2023-01-22T17:23:20Z Single-nucleotide polymorphisms (SNPs) offer numerous advantages over anonymous markers such as microsatellites, including improved estimation of population parameters, finer-scale resolution of population structure and more precise genomic dissection of quantitative traits. However, many SNPs are needed to equal the resolution of a single microsatellite, and reliable large-scale genotyping of SNPs remains a challenge in nonmodel species. Here, we document the creation of a 9K Illumina Infinium BeadChip for polar bears (Ursus maritimus), which will be used to investigate: (i) the fine-scale population structure among Canadian polar bears and (ii) the genomic architecture of phenotypic traits in the Western Hudson Bay subpopulation. To this end, we used restriction-site associated DNA (RAD) sequencing from 38 bears across their circumpolar range, as well as blood/fat transcriptome sequencing of 10 individuals from Western Hudson Bay. Six-thousand RAD SNPs and 3000 transcriptomic SNPs were selected for the chip, based primarily on genomic spacing and gene function respectively. Of the 9000 SNPs ordered from Illumina, 8042 were successfully printed, and – after genotyping 1450 polar bears – 5441 of these SNPs were found to be well clustered and polymorphic. Using this array, we show rapid linkage disequilibrium decay among polar bears, we demonstrate that in a subsample of 78 individuals, our SNPs detect known genetic structure more clearly than 24 microsatellites genotyped for the same individuals and that these results are not driven by the SNP ascertainment scheme. Here, we present one of the first large-scale genotyping resources designed for a threatened species. SNP and microsatellite dataRAD, transcriptomic, and microsatellite data used in the manuscript, as well as inputs/outputs of analyses. This archive contains the complete RAD .vcf file. For the complete transcriptomic .vcf file, see doi:10.5061/dryad.606j6, which is described in doi:10.1111/1755-0998.12190.DRYAD.zip Dataset Arctic Hudson Bay polar bear Ursus maritimus Unknown Arctic Hudson Bay Canada Hudson
institution Open Polar
collection Unknown
op_collection_id fttriple
language English
topic Animalia
population genetics
Carnivora
Chordata
Next-generation sequencing
Ursidae
Ursus maritimus
Mammalia
polar bear
Ursus
Infinium BeadChip
single-nucleotide polymorphism
Holocene
Life sciences
medicine and health care
Canada
Arctic
info
geo
spellingShingle Animalia
population genetics
Carnivora
Chordata
Next-generation sequencing
Ursidae
Ursus maritimus
Mammalia
polar bear
Ursus
Infinium BeadChip
single-nucleotide polymorphism
Holocene
Life sciences
medicine and health care
Canada
Arctic
info
geo
Malenfant, René M.
Coltman, David W.
Davis, Corey S.
Data from: Design of a 9K SNP chip for polar bears (Ursus maritimus) from RAD and transcriptome sequencing
topic_facet Animalia
population genetics
Carnivora
Chordata
Next-generation sequencing
Ursidae
Ursus maritimus
Mammalia
polar bear
Ursus
Infinium BeadChip
single-nucleotide polymorphism
Holocene
Life sciences
medicine and health care
Canada
Arctic
info
geo
description Single-nucleotide polymorphisms (SNPs) offer numerous advantages over anonymous markers such as microsatellites, including improved estimation of population parameters, finer-scale resolution of population structure and more precise genomic dissection of quantitative traits. However, many SNPs are needed to equal the resolution of a single microsatellite, and reliable large-scale genotyping of SNPs remains a challenge in nonmodel species. Here, we document the creation of a 9K Illumina Infinium BeadChip for polar bears (Ursus maritimus), which will be used to investigate: (i) the fine-scale population structure among Canadian polar bears and (ii) the genomic architecture of phenotypic traits in the Western Hudson Bay subpopulation. To this end, we used restriction-site associated DNA (RAD) sequencing from 38 bears across their circumpolar range, as well as blood/fat transcriptome sequencing of 10 individuals from Western Hudson Bay. Six-thousand RAD SNPs and 3000 transcriptomic SNPs were selected for the chip, based primarily on genomic spacing and gene function respectively. Of the 9000 SNPs ordered from Illumina, 8042 were successfully printed, and – after genotyping 1450 polar bears – 5441 of these SNPs were found to be well clustered and polymorphic. Using this array, we show rapid linkage disequilibrium decay among polar bears, we demonstrate that in a subsample of 78 individuals, our SNPs detect known genetic structure more clearly than 24 microsatellites genotyped for the same individuals and that these results are not driven by the SNP ascertainment scheme. Here, we present one of the first large-scale genotyping resources designed for a threatened species. SNP and microsatellite dataRAD, transcriptomic, and microsatellite data used in the manuscript, as well as inputs/outputs of analyses. This archive contains the complete RAD .vcf file. For the complete transcriptomic .vcf file, see doi:10.5061/dryad.606j6, which is described in doi:10.1111/1755-0998.12190.DRYAD.zip
format Dataset
author Malenfant, René M.
Coltman, David W.
Davis, Corey S.
author_facet Malenfant, René M.
Coltman, David W.
Davis, Corey S.
author_sort Malenfant, René M.
title Data from: Design of a 9K SNP chip for polar bears (Ursus maritimus) from RAD and transcriptome sequencing
title_short Data from: Design of a 9K SNP chip for polar bears (Ursus maritimus) from RAD and transcriptome sequencing
title_full Data from: Design of a 9K SNP chip for polar bears (Ursus maritimus) from RAD and transcriptome sequencing
title_fullStr Data from: Design of a 9K SNP chip for polar bears (Ursus maritimus) from RAD and transcriptome sequencing
title_full_unstemmed Data from: Design of a 9K SNP chip for polar bears (Ursus maritimus) from RAD and transcriptome sequencing
title_sort data from: design of a 9k snp chip for polar bears (ursus maritimus) from rad and transcriptome sequencing
publisher Dryad
publishDate 2021
url https://doi.org/10.5061/dryad.b35td
geographic Arctic
Hudson Bay
Canada
Hudson
geographic_facet Arctic
Hudson Bay
Canada
Hudson
genre Arctic
Hudson Bay
polar bear
Ursus maritimus
genre_facet Arctic
Hudson Bay
polar bear
Ursus maritimus
op_source 10.5061/dryad.b35td
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op_relation http://dx.doi.org/10.5061/dryad.b35td
https://dx.doi.org/10.5061/dryad.b35td
op_rights lic_creative-commons
op_doi https://doi.org/10.5061/dryad.b35td
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