Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia

Modern speciation theory has greatly benefited from a variety of simple mathematical models focusing on the conditions and patterns of speciation and diversification in the presence of gene flow. Unfortunately the application of general theoretical concepts and tools to specific ecological systems r...

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Published in:Scientific Reports
Main Authors: Thibert-Plante, Xavier, Praebel, Kim, Ostbye, Kjartan, Kahilainen, Kimmo K., Amundsen, Per-Arne, Gavrilets, Sergey
Other Authors: Biological stations, Lammi Biological Station
Format: Article in Journal/Newspaper
Language:English
Published: Nature Publishing Group 2020
Subjects:
Online Access:http://hdl.handle.net/10138/319833
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spelling ftunivhelsihelda:oai:helda.helsinki.fi:10138/319833 2024-01-07T09:40:46+01:00 Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia Thibert-Plante, Xavier Praebel, Kim Ostbye, Kjartan Kahilainen, Kimmo K. Amundsen, Per-Arne Gavrilets, Sergey Biological stations Lammi Biological Station 2020-10-05T13:18:01Z 12 application/pdf http://hdl.handle.net/10138/319833 eng eng Nature Publishing Group 10.1038/s41598-020-63684-3 We thank Goran Englund, Jung koo Kang, Abisko Research Station, Polar Research grant, the Norwegian Research Council (grant no. 186320), Centre for Ecological and Evolutionary Synthesis (CEES), University of Oslo, the Office of Naval Research grant W911NF-17-1-0150, and the National Institute for Mathematical and Biological Synthesis supported through the NSF awards EF-0832858 and DBI-1300426, with additional support from The University of Tennessee. The publication charges for this article have been funded by a grant from the publication fund of UiT The Arctic University of Norway. Thibert-Plante , X , Praebel , K , Ostbye , K , Kahilainen , K K , Amundsen , P-A & Gavrilets , S 2020 , ' Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia ' , Scientific Reports , vol. 10 , no. 1 , 7394 . https://doi.org/10.1038/s41598-020-63684-3 ORCID: /0000-0002-1539-014X/work/81733466 85fbb966-ec2c-48b2-8312-50e5cf9bbcb7 http://hdl.handle.net/10138/319833 000554627500001 cc_by openAccess info:eu-repo/semantics/openAccess COREGONUS-LAVARETUS L GILL RAKER NUMBER ECOLOGICAL SPECIATION PARALLEL EVOLUTION SEXUAL SELECTION MAGIC TRAITS BODY-SIZE HABITAT SEGREGATION RADIATION 1181 Ecology evolutionary biology Article publishedVersion 2020 ftunivhelsihelda 2023-12-14T00:08:02Z Modern speciation theory has greatly benefited from a variety of simple mathematical models focusing on the conditions and patterns of speciation and diversification in the presence of gene flow. Unfortunately the application of general theoretical concepts and tools to specific ecological systems remains a challenge. Here we apply modeling tools to better understand adaptive divergence of whitefish during the postglacial period in lakes of northern Fennoscandia. These lakes harbor up to three different morphs associated with the three major lake habitats: littoral, pelagic, and profundal. Using large-scale individual-based simulations, we aim to identify factors required for in situ emergence of the pelagic and profundal morphs in lakes initially colonized by the littoral morph. The importance of some of the factors we identify and study - sufficiently large levels of initial genetic variation, size- and habitat-specific mating, sufficiently large carrying capacity of the new niche - is already well recognized. In addition, our model also points to two other factors that have been largely disregarded in theoretical studies: fitness-dependent dispersal and strong predation in the ancestral niche coupled with the lack of it in the new niche(s). We use our theoretical results to speculate about the process of diversification of whitefish in Fennoscandia and to identify potentially profitable directions for future empirical research. Peer reviewed Article in Journal/Newspaper Arctic Fennoscandia Polar Research HELDA – University of Helsinki Open Repository Scientific Reports 10 1
institution Open Polar
collection HELDA – University of Helsinki Open Repository
op_collection_id ftunivhelsihelda
language English
topic COREGONUS-LAVARETUS L
GILL RAKER NUMBER
ECOLOGICAL SPECIATION
PARALLEL EVOLUTION
SEXUAL SELECTION
MAGIC TRAITS
BODY-SIZE
HABITAT
SEGREGATION
RADIATION
1181 Ecology
evolutionary biology
spellingShingle COREGONUS-LAVARETUS L
GILL RAKER NUMBER
ECOLOGICAL SPECIATION
PARALLEL EVOLUTION
SEXUAL SELECTION
MAGIC TRAITS
BODY-SIZE
HABITAT
SEGREGATION
RADIATION
1181 Ecology
evolutionary biology
Thibert-Plante, Xavier
Praebel, Kim
Ostbye, Kjartan
Kahilainen, Kimmo K.
Amundsen, Per-Arne
Gavrilets, Sergey
Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia
topic_facet COREGONUS-LAVARETUS L
GILL RAKER NUMBER
ECOLOGICAL SPECIATION
PARALLEL EVOLUTION
SEXUAL SELECTION
MAGIC TRAITS
BODY-SIZE
HABITAT
SEGREGATION
RADIATION
1181 Ecology
evolutionary biology
description Modern speciation theory has greatly benefited from a variety of simple mathematical models focusing on the conditions and patterns of speciation and diversification in the presence of gene flow. Unfortunately the application of general theoretical concepts and tools to specific ecological systems remains a challenge. Here we apply modeling tools to better understand adaptive divergence of whitefish during the postglacial period in lakes of northern Fennoscandia. These lakes harbor up to three different morphs associated with the three major lake habitats: littoral, pelagic, and profundal. Using large-scale individual-based simulations, we aim to identify factors required for in situ emergence of the pelagic and profundal morphs in lakes initially colonized by the littoral morph. The importance of some of the factors we identify and study - sufficiently large levels of initial genetic variation, size- and habitat-specific mating, sufficiently large carrying capacity of the new niche - is already well recognized. In addition, our model also points to two other factors that have been largely disregarded in theoretical studies: fitness-dependent dispersal and strong predation in the ancestral niche coupled with the lack of it in the new niche(s). We use our theoretical results to speculate about the process of diversification of whitefish in Fennoscandia and to identify potentially profitable directions for future empirical research. Peer reviewed
author2 Biological stations
Lammi Biological Station
format Article in Journal/Newspaper
author Thibert-Plante, Xavier
Praebel, Kim
Ostbye, Kjartan
Kahilainen, Kimmo K.
Amundsen, Per-Arne
Gavrilets, Sergey
author_facet Thibert-Plante, Xavier
Praebel, Kim
Ostbye, Kjartan
Kahilainen, Kimmo K.
Amundsen, Per-Arne
Gavrilets, Sergey
author_sort Thibert-Plante, Xavier
title Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia
title_short Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia
title_full Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia
title_fullStr Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia
title_full_unstemmed Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia
title_sort using mathematical modelling to investigate the adaptive divergence of whitefish in fennoscandia
publisher Nature Publishing Group
publishDate 2020
url http://hdl.handle.net/10138/319833
genre Arctic
Fennoscandia
Polar Research
genre_facet Arctic
Fennoscandia
Polar Research
op_relation 10.1038/s41598-020-63684-3
We thank Goran Englund, Jung koo Kang, Abisko Research Station, Polar Research grant, the Norwegian Research Council (grant no. 186320), Centre for Ecological and Evolutionary Synthesis (CEES), University of Oslo, the Office of Naval Research grant W911NF-17-1-0150, and the National Institute for Mathematical and Biological Synthesis supported through the NSF awards EF-0832858 and DBI-1300426, with additional support from The University of Tennessee. The publication charges for this article have been funded by a grant from the publication fund of UiT The Arctic University of Norway.
Thibert-Plante , X , Praebel , K , Ostbye , K , Kahilainen , K K , Amundsen , P-A & Gavrilets , S 2020 , ' Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia ' , Scientific Reports , vol. 10 , no. 1 , 7394 . https://doi.org/10.1038/s41598-020-63684-3
ORCID: /0000-0002-1539-014X/work/81733466
85fbb966-ec2c-48b2-8312-50e5cf9bbcb7
http://hdl.handle.net/10138/319833
000554627500001
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