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Association Mapping Based on a Common-Garden Migration Experiment Reveals Candidate Genes for Migration Tendency in Brown Trout

Year of publication

2019

Authors

Lemopoulos, Alexandre; Uusi-Heikkilä, Silva; Hyvärinen, Pekka; Alioravainen, Nico; Prokkola, Jenni M.; Elvidge, Chris K.; Vasemägi, Anti; Vainikka, Anssi

Abstract

A better understanding of the environmental and genetic contribution to migratory behavior and the evolution of traits linked to migration is crucial for fish conservation and fisheries management. Up to date, a few genes with unequivocal influence on the adoption of alternative migration strategies have been identified in salmonids. Here, we used a common garden set-up to measure individual migration distances of generally highly polymorphic brown trout Salmo trutta from two populations. Fish from the assumedly resident population showed clearly shorter migration distances than the fish from the assumed migratory population at the ages of 2 and 3 years. By using two alternative analytical pipelines with 22186 and 18264 SNPs obtained through RAD-sequencing, we searched for associations between individual migration distance, and both called genotypes and genotype probabilities. None of the SNPs showed statistically significant individual effects on migration after correction for multiple testing. By choosing a less stringent threshold, defined as an overlap of the top 0.1% SNPs identified by the analytical pipelines, GAPIT and Angsd, we identified eight candidate genes that are potentially linked to individual migration distance. While our results demonstrate large individual and population level differences in migration distances, the detected genetic associations were weak suggesting that migration traits likely have multigenic control.
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Organizations and authors

University of Eastern Finland

Lemopoulos Alexandre

Vainikka Anssi

Elvidge Christopher

Alioravainen Nico

University of Turku

Uusi-Heikkilä

Lemopoulos Alexandre

Vasemägi Anti

University of Jyväskylä

Uusi-Heikkilä Silva Orcid -palvelun logo

Publication type

Publication format

Article

Parent publication type

Journal

Article type

Original article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A1 Journal article (refereed), original research

Publication channel information

Volume

9

Issue

9

Pages

2887-2896

​Publication forum

56446

​Publication forum level

2

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Fully open publication channel

Self-archived

Yes

Other information

Fields of science

Other agricultural sciences; Ecology, evolutionary biology; Genetics, developmental biology, physiology

Keywords

[object Object],[object Object],[object Object],[object Object],[object Object]

Internationality of the publisher

International

Language

English

International co-publication

Yes

Co-publication with a company

No

DOI

10.1534/g3.119.400369

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes