A new Genotyping-in-thousands by sequencing (GT-seq) assay for polar bears (Ursus maritimus): development, validation, and applications

Traditional wildlife monitoring approaches are often time-consuming and expensive, and fail to partner with and benefit Indigenous communities. This is particularly relevant for polar bears (Ursus maritimus), which lack contemporary range-wide data on population dynamics, are facing large-scale habi...

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Bibliographic Details
Main Author: Hayward, Kristen
Other Authors: Lougheed, Stephen, Biology
Format: Thesis
Language:English
Published: 2022
Subjects:
Online Access:http://hdl.handle.net/1974/29962
id ftqueensuniv:oai:qspace.library.queensu.ca:1974/29962
record_format openpolar
spelling ftqueensuniv:oai:qspace.library.queensu.ca:1974/29962 2023-05-15T15:19:09+02:00 A new Genotyping-in-thousands by sequencing (GT-seq) assay for polar bears (Ursus maritimus): development, validation, and applications Hayward, Kristen Lougheed, Stephen Biology 2022-02-28T20:46:00Z http://hdl.handle.net/1974/29962 eng eng Canadian theses http://hdl.handle.net/1974/29962 Queen's University's Thesis/Dissertation Non-Exclusive License for Deposit to QSpace and Library and Archives Canada ProQuest PhD and Master's Theses International Dissemination Agreement Intellectual Property Guidelines at Queen's University Copying and Preserving Your Thesis This publication is made available by the authority of the copyright owner solely for the purpose of private study and research and may not be copied or reproduced except as permitted by the copyright laws without written authority from the copyright owner. polar bear non-invasive GT-seq faecal sex-biased dispersal monitoring SNP panel thesis 2022 ftqueensuniv 2022-03-06T00:02:11Z Traditional wildlife monitoring approaches are often time-consuming and expensive, and fail to partner with and benefit Indigenous communities. This is particularly relevant for polar bears (Ursus maritimus), which lack contemporary range-wide data on population dynamics, are facing large-scale habitat declines due to climate change, and are of socioeconomic and cultural importance to northern communities. Genetic monitoring using non-invasive samples (e.g. scat) can provide a complement or alternative to traditional methods, but requires novel genetic techniques that are optimized for degraded DNA. Thus, my second data chapter focused on developing, optimizing, and validating a Genotyping-in-Thousands by sequencing (GT-seq) panel of 324 single nucleotide polymorphisms for degraded polar bear DNA. My work demonstrated successful genotyping (>50% loci) for a range of DNA sources, including 62.9% of non-invasively collected scat samples determined to contain polar bear DNA, and that GT-seq data can be reliably used to discern individuals, identify sex, assess relatedness, and resolve population structure in Canadian polar bears. To further expand our understanding of polar bear population dynamics and explore the power of GT-seq, I used this new GT-seq assay in my third data chapter to test for male-biased dispersal in four Canadian polar bear subpopulations and whether this increases with population density. My genetic clustering results indicated some fine-scale genetic structure in females from low-density areas, consistent with male-biased dispersal. In contrast, spatial autocorrelation analyses did not reveal spatial patterns consistent with male-biased dispersal, although were likely limited by poor sampling resolution and geographic scale of sampling. My work confirms that GT-seq provides comparable information and resolution to traditional methods of monitoring, but enables greater cost-efficiency and the use of degraded (e.g. non-invasive) samples. Importantly, I demonstrate the power of GT-seq for sex-biased dispersal evaluation and provide the first of such applications. Overall, I conclude that GT-seq in tandem with community-based monitoring programs may improve temporal monitoring of polar bear populations and Arctic ecosystems, actively provide socioeconomic benefits to northern communities, and serve as a model for inclusive, non-invasive wildlife monitoring worldwide. M.Sc. Thesis Arctic Climate change Ursus maritimus Queen's University, Ontario: QSpace Arctic
institution Open Polar
collection Queen's University, Ontario: QSpace
op_collection_id ftqueensuniv
language English
topic polar bear
non-invasive
GT-seq
faecal
sex-biased
dispersal
monitoring
SNP panel
spellingShingle polar bear
non-invasive
GT-seq
faecal
sex-biased
dispersal
monitoring
SNP panel
Hayward, Kristen
A new Genotyping-in-thousands by sequencing (GT-seq) assay for polar bears (Ursus maritimus): development, validation, and applications
topic_facet polar bear
non-invasive
GT-seq
faecal
sex-biased
dispersal
monitoring
SNP panel
description Traditional wildlife monitoring approaches are often time-consuming and expensive, and fail to partner with and benefit Indigenous communities. This is particularly relevant for polar bears (Ursus maritimus), which lack contemporary range-wide data on population dynamics, are facing large-scale habitat declines due to climate change, and are of socioeconomic and cultural importance to northern communities. Genetic monitoring using non-invasive samples (e.g. scat) can provide a complement or alternative to traditional methods, but requires novel genetic techniques that are optimized for degraded DNA. Thus, my second data chapter focused on developing, optimizing, and validating a Genotyping-in-Thousands by sequencing (GT-seq) panel of 324 single nucleotide polymorphisms for degraded polar bear DNA. My work demonstrated successful genotyping (>50% loci) for a range of DNA sources, including 62.9% of non-invasively collected scat samples determined to contain polar bear DNA, and that GT-seq data can be reliably used to discern individuals, identify sex, assess relatedness, and resolve population structure in Canadian polar bears. To further expand our understanding of polar bear population dynamics and explore the power of GT-seq, I used this new GT-seq assay in my third data chapter to test for male-biased dispersal in four Canadian polar bear subpopulations and whether this increases with population density. My genetic clustering results indicated some fine-scale genetic structure in females from low-density areas, consistent with male-biased dispersal. In contrast, spatial autocorrelation analyses did not reveal spatial patterns consistent with male-biased dispersal, although were likely limited by poor sampling resolution and geographic scale of sampling. My work confirms that GT-seq provides comparable information and resolution to traditional methods of monitoring, but enables greater cost-efficiency and the use of degraded (e.g. non-invasive) samples. Importantly, I demonstrate the power of GT-seq for sex-biased dispersal evaluation and provide the first of such applications. Overall, I conclude that GT-seq in tandem with community-based monitoring programs may improve temporal monitoring of polar bear populations and Arctic ecosystems, actively provide socioeconomic benefits to northern communities, and serve as a model for inclusive, non-invasive wildlife monitoring worldwide. M.Sc.
author2 Lougheed, Stephen
Biology
format Thesis
author Hayward, Kristen
author_facet Hayward, Kristen
author_sort Hayward, Kristen
title A new Genotyping-in-thousands by sequencing (GT-seq) assay for polar bears (Ursus maritimus): development, validation, and applications
title_short A new Genotyping-in-thousands by sequencing (GT-seq) assay for polar bears (Ursus maritimus): development, validation, and applications
title_full A new Genotyping-in-thousands by sequencing (GT-seq) assay for polar bears (Ursus maritimus): development, validation, and applications
title_fullStr A new Genotyping-in-thousands by sequencing (GT-seq) assay for polar bears (Ursus maritimus): development, validation, and applications
title_full_unstemmed A new Genotyping-in-thousands by sequencing (GT-seq) assay for polar bears (Ursus maritimus): development, validation, and applications
title_sort new genotyping-in-thousands by sequencing (gt-seq) assay for polar bears (ursus maritimus): development, validation, and applications
publishDate 2022
url http://hdl.handle.net/1974/29962
geographic Arctic
geographic_facet Arctic
genre Arctic
Climate change
Ursus maritimus
genre_facet Arctic
Climate change
Ursus maritimus
op_relation Canadian theses
http://hdl.handle.net/1974/29962
op_rights Queen's University's Thesis/Dissertation Non-Exclusive License for Deposit to QSpace and Library and Archives Canada
ProQuest PhD and Master's Theses International Dissemination Agreement
Intellectual Property Guidelines at Queen's University
Copying and Preserving Your Thesis
This publication is made available by the authority of the copyright owner solely for the purpose of private study and research and may not be copied or reproduced except as permitted by the copyright laws without written authority from the copyright owner.
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