Expanding the spatial scale in DNA-based monitoring schemes: ascertainment bias in transnational assessments

Harmonising methodology between countries is crucial in transborder population monitoring. However, immediate application of alleged, established DNA-based methods across the extended area can entail drawbacks and may lead to biases. Therefore, genetic methods need to be tested across the whole area...

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Published in:European Journal of Wildlife Research
Main Authors: Kopatz, Alexander, Norman, Anita J., Spong, Göran, Valtonen, Mia, Kojola, Ilpo, Aspi, Jouni, Kindberg, Jonas, Flagstad, Øystein, Kleven, Oddmund
Other Authors: 4100110810, Luonnonvarakeskus
Format: Article in Journal/Newspaper
Language:English
Published: Springer Science and Business Media LLC
Subjects:
Online Access:https://jukuri.luke.fi/handle/10024/554952
https://doi.org/10.1007/s10344-024-01808-0
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record_format openpolar
spelling ftluke:oai:jukuri.luke.fi:10024/554952 2024-06-09T07:47:25+00:00 Expanding the spatial scale in DNA-based monitoring schemes: ascertainment bias in transnational assessments Kopatz, Alexander Norman, Anita J. Spong, Göran Valtonen, Mia Kojola, Ilpo Aspi, Jouni Kindberg, Jonas Flagstad, Øystein Kleven, Oddmund 4100110810 Luonnonvarakeskus true https://jukuri.luke.fi/handle/10024/554952 https://doi.org/10.1007/s10344-024-01808-0 en eng Springer Science and Business Media LLC European Journal of Wildlife Research 10.1007/s10344-024-01808-0 1612-4642 1439-0574 3 70 53 Cite this article: Kopatz, A., Norman, A.J., Spong, G. et al. Expanding the spatial scale in DNA-based monitoring schemes: ascertainment bias in transnational assessments. Eur J Wildl Res 70, 53 (2024). https://doi.org/10.1007/s10344-024-01808-0 https://jukuri.luke.fi/handle/10024/554952 URN:NBN:fi-fe2024051530864 http://dx.doi.org/10.1007/s10344-024-01808-0 CC BY 4.0 noninvasive sampling single-nucleotide sampling DNA-based transborder monitoring genetic methods microsatellites publication fi=A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä|sv=A1 Originalartikel i en vetenskaplig tidskrift|en=A1 Journal article (refereed), original research| fi=Publisher's version|sv=Publisher's version|en=Publisher's version| ftluke https://doi.org/10.1007/s10344-024-01808-0 2024-05-15T23:38:57Z Harmonising methodology between countries is crucial in transborder population monitoring. However, immediate application of alleged, established DNA-based methods across the extended area can entail drawbacks and may lead to biases. Therefore, genetic methods need to be tested across the whole area before being deployed. Around 4,500 brown bears (Ursus arctos) live in Norway, Sweden, and Finland and they are divided into the western (Scandinavian) and eastern (Karelian) population. Both populations have recovered and are connected via asymmetric migration. DNA-based population monitoring in Norway and Sweden uses the same set of genetic markers. With Finland aiming to implement monitoring, we tested the available SNP-panel developed to assess brown bears in Norway and Sweden, on tissue samples from a representative set of 93 legally harvested individuals from Finland. The aim was to test for ascertainment bias and evaluate its suitability for DNA-based transnational-monitoring covering all three countries. We compared results to the performance of microsatellite genotypes of the same individuals in Finland and against SNP-genotypes from individuals sampled in Sweden (N = 95) and Norway (N = 27). In Finland, a higher resolution for individual identification was obtained for SNPs (PI = 1.18E-27) compared to microsatellites (PI = 4.2E-11). Compared to Norway and Sweden, probability of identity of the SNP-panel was slightly higher and expected heterozygosity lower in Finland indicating ascertainment bias. Yet, our evaluation show that the available SNP-panel outperforms the microsatellite panel currently applied in Norway and Sweden. The SNP-panel represents a powerful tool that could aid improving transnational DNA-based monitoring of brown bears across these three countries. Article in Journal/Newspaper karelia* karelian Ursus arctos Natural Resources Institute Finland: Jukuri Norway European Journal of Wildlife Research 70 3
institution Open Polar
collection Natural Resources Institute Finland: Jukuri
op_collection_id ftluke
language English
topic noninvasive sampling
single-nucleotide sampling
DNA-based transborder monitoring
genetic methods
microsatellites
spellingShingle noninvasive sampling
single-nucleotide sampling
DNA-based transborder monitoring
genetic methods
microsatellites
Kopatz, Alexander
Norman, Anita J.
Spong, Göran
Valtonen, Mia
Kojola, Ilpo
Aspi, Jouni
Kindberg, Jonas
Flagstad, Øystein
Kleven, Oddmund
Expanding the spatial scale in DNA-based monitoring schemes: ascertainment bias in transnational assessments
topic_facet noninvasive sampling
single-nucleotide sampling
DNA-based transborder monitoring
genetic methods
microsatellites
description Harmonising methodology between countries is crucial in transborder population monitoring. However, immediate application of alleged, established DNA-based methods across the extended area can entail drawbacks and may lead to biases. Therefore, genetic methods need to be tested across the whole area before being deployed. Around 4,500 brown bears (Ursus arctos) live in Norway, Sweden, and Finland and they are divided into the western (Scandinavian) and eastern (Karelian) population. Both populations have recovered and are connected via asymmetric migration. DNA-based population monitoring in Norway and Sweden uses the same set of genetic markers. With Finland aiming to implement monitoring, we tested the available SNP-panel developed to assess brown bears in Norway and Sweden, on tissue samples from a representative set of 93 legally harvested individuals from Finland. The aim was to test for ascertainment bias and evaluate its suitability for DNA-based transnational-monitoring covering all three countries. We compared results to the performance of microsatellite genotypes of the same individuals in Finland and against SNP-genotypes from individuals sampled in Sweden (N = 95) and Norway (N = 27). In Finland, a higher resolution for individual identification was obtained for SNPs (PI = 1.18E-27) compared to microsatellites (PI = 4.2E-11). Compared to Norway and Sweden, probability of identity of the SNP-panel was slightly higher and expected heterozygosity lower in Finland indicating ascertainment bias. Yet, our evaluation show that the available SNP-panel outperforms the microsatellite panel currently applied in Norway and Sweden. The SNP-panel represents a powerful tool that could aid improving transnational DNA-based monitoring of brown bears across these three countries.
author2 4100110810
Luonnonvarakeskus
format Article in Journal/Newspaper
author Kopatz, Alexander
Norman, Anita J.
Spong, Göran
Valtonen, Mia
Kojola, Ilpo
Aspi, Jouni
Kindberg, Jonas
Flagstad, Øystein
Kleven, Oddmund
author_facet Kopatz, Alexander
Norman, Anita J.
Spong, Göran
Valtonen, Mia
Kojola, Ilpo
Aspi, Jouni
Kindberg, Jonas
Flagstad, Øystein
Kleven, Oddmund
author_sort Kopatz, Alexander
title Expanding the spatial scale in DNA-based monitoring schemes: ascertainment bias in transnational assessments
title_short Expanding the spatial scale in DNA-based monitoring schemes: ascertainment bias in transnational assessments
title_full Expanding the spatial scale in DNA-based monitoring schemes: ascertainment bias in transnational assessments
title_fullStr Expanding the spatial scale in DNA-based monitoring schemes: ascertainment bias in transnational assessments
title_full_unstemmed Expanding the spatial scale in DNA-based monitoring schemes: ascertainment bias in transnational assessments
title_sort expanding the spatial scale in dna-based monitoring schemes: ascertainment bias in transnational assessments
publisher Springer Science and Business Media LLC
url https://jukuri.luke.fi/handle/10024/554952
https://doi.org/10.1007/s10344-024-01808-0
geographic Norway
geographic_facet Norway
genre karelia*
karelian
Ursus arctos
genre_facet karelia*
karelian
Ursus arctos
op_relation European Journal of Wildlife Research
10.1007/s10344-024-01808-0
1612-4642
1439-0574
3
70
53
Cite this article: Kopatz, A., Norman, A.J., Spong, G. et al. Expanding the spatial scale in DNA-based monitoring schemes: ascertainment bias in transnational assessments. Eur J Wildl Res 70, 53 (2024). https://doi.org/10.1007/s10344-024-01808-0
https://jukuri.luke.fi/handle/10024/554952
URN:NBN:fi-fe2024051530864
http://dx.doi.org/10.1007/s10344-024-01808-0
op_rights CC BY 4.0
op_doi https://doi.org/10.1007/s10344-024-01808-0
container_title European Journal of Wildlife Research
container_volume 70
container_issue 3
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