Golden Eagle (Aquila chrysaetos) genomics across Scandinavia : population structure and effects of marker selection

Rapid development in DNA-sequencing has led to increased use of single nucleotide polymorphisms (SNPs) as molecular markers in wildlife genetic studies. RAD-sequenced SNP-markers can produce large datasets that are successfully used in studies on animal population structure. The high number of marke...

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Main Author: Näsman, Måns
Format: Other/Unknown Material
Language:English
Published: SLU/Dept. of Wildlife, Fish and Environmental Studies 2018
Subjects:
Online Access:https://stud.epsilon.slu.se/13438/
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record_format openpolar
spelling ftsluppsalast:oai:stud.epsilon.slu.se:13438 2023-05-15T18:49:19+02:00 Golden Eagle (Aquila chrysaetos) genomics across Scandinavia : population structure and effects of marker selection Genomik hos Kungsörn (Aquila chrysaetos) : populationsstruktur och effekter av markörselektion Näsman, Måns 2018 https://stud.epsilon.slu.se/13438/ eng eng SLU/Dept. of Wildlife, Fish and Environmental Studies https://stud.epsilon.slu.se/13438/ aquila chrysaetos rad-seq marker selection hardy weinberg population structure H2 2018 ftsluppsalast 2022-09-10T18:11:59Z Rapid development in DNA-sequencing has led to increased use of single nucleotide polymorphisms (SNPs) as molecular markers in wildlife genetic studies. RAD-sequenced SNP-markers can produce large datasets that are successfully used in studies on animal population structure. The high number of markers does however create both possibility and need for deliberate marker selection. Removal of markers outside Hardy Weinberg Equilibrium (HWE) to avoid sequencing error, might exclude informative markers, and marker selection at different minor allele frequencies (MAF) can generate differences in population structure. In the present study SNP-markers are used to study basic biology in Scandinavian Golden eagles, and by searching for genetic structure among populations, addresses questions of natal philopatry and interspecific gene flow. Simultaneously, effects of marker selection on population structure are examined. 8710 SNPs from 96 Golden eagles were analysed for population genetic structure using principal component analysis (PCA). Marker selections were based on HWE and different windows of MAF. Results show genetic structure indicating limitations in gene flow between mainland Sweden and the island of Gotland. Gradual east-west structure was found in mid Sweden and Norway, possibly related to habitat type. Markers outside HWE were important in detecting population structure, and inclusion of these in the PCA outweighed any effect of possible sequencing error. Different MAF-windows mainly affected the degree of separation between genetic clusters, but weak indices of some structuring only visible at certain MAF-windows were also found. These results support previous findings on natal philopatry of golden eagles and question the use of only HWE to identify sequencing error. Other/Unknown Material Aquila chrysaetos golden eagle kungsörn Swedish University of Agricultural Sciences: Epsilon Archive for Student Projects Norway
institution Open Polar
collection Swedish University of Agricultural Sciences: Epsilon Archive for Student Projects
op_collection_id ftsluppsalast
language English
topic aquila chrysaetos
rad-seq
marker selection
hardy weinberg
population structure
spellingShingle aquila chrysaetos
rad-seq
marker selection
hardy weinberg
population structure
Näsman, Måns
Golden Eagle (Aquila chrysaetos) genomics across Scandinavia : population structure and effects of marker selection
topic_facet aquila chrysaetos
rad-seq
marker selection
hardy weinberg
population structure
description Rapid development in DNA-sequencing has led to increased use of single nucleotide polymorphisms (SNPs) as molecular markers in wildlife genetic studies. RAD-sequenced SNP-markers can produce large datasets that are successfully used in studies on animal population structure. The high number of markers does however create both possibility and need for deliberate marker selection. Removal of markers outside Hardy Weinberg Equilibrium (HWE) to avoid sequencing error, might exclude informative markers, and marker selection at different minor allele frequencies (MAF) can generate differences in population structure. In the present study SNP-markers are used to study basic biology in Scandinavian Golden eagles, and by searching for genetic structure among populations, addresses questions of natal philopatry and interspecific gene flow. Simultaneously, effects of marker selection on population structure are examined. 8710 SNPs from 96 Golden eagles were analysed for population genetic structure using principal component analysis (PCA). Marker selections were based on HWE and different windows of MAF. Results show genetic structure indicating limitations in gene flow between mainland Sweden and the island of Gotland. Gradual east-west structure was found in mid Sweden and Norway, possibly related to habitat type. Markers outside HWE were important in detecting population structure, and inclusion of these in the PCA outweighed any effect of possible sequencing error. Different MAF-windows mainly affected the degree of separation between genetic clusters, but weak indices of some structuring only visible at certain MAF-windows were also found. These results support previous findings on natal philopatry of golden eagles and question the use of only HWE to identify sequencing error.
format Other/Unknown Material
author Näsman, Måns
author_facet Näsman, Måns
author_sort Näsman, Måns
title Golden Eagle (Aquila chrysaetos) genomics across Scandinavia : population structure and effects of marker selection
title_short Golden Eagle (Aquila chrysaetos) genomics across Scandinavia : population structure and effects of marker selection
title_full Golden Eagle (Aquila chrysaetos) genomics across Scandinavia : population structure and effects of marker selection
title_fullStr Golden Eagle (Aquila chrysaetos) genomics across Scandinavia : population structure and effects of marker selection
title_full_unstemmed Golden Eagle (Aquila chrysaetos) genomics across Scandinavia : population structure and effects of marker selection
title_sort golden eagle (aquila chrysaetos) genomics across scandinavia : population structure and effects of marker selection
publisher SLU/Dept. of Wildlife, Fish and Environmental Studies
publishDate 2018
url https://stud.epsilon.slu.se/13438/
geographic Norway
geographic_facet Norway
genre Aquila chrysaetos
golden eagle
kungsörn
genre_facet Aquila chrysaetos
golden eagle
kungsörn
op_relation https://stud.epsilon.slu.se/13438/
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