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Maes SM, Verheye ML, Bouchard C, Geslain E, Hellemans B, Johansen T, Lucassen M, Mark FC, Ólafsdóttir AH, Snoeijs‐Leijonmalm P, Zelenina D, MOSAiC Team Eco, Volckaert FAM, Christiansen H, Flores H. Reduced-Representation Sequencing Detects Trans-Arctic Connectivity and Local Adaptation in Polar Cod (Boreogadus saida). Mol Ecol 2025; 34:e17706. [PMID: 40040553 PMCID: PMC11934089 DOI: 10.1111/mec.17706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 11/30/2024] [Accepted: 12/05/2024] [Indexed: 03/06/2025]
Abstract
Information on connectivity and genetic structure of marine organisms remains sparse in frontier ecosystems such as the Arctic Ocean. Filling these knowledge gaps becomes increasingly urgent, as the Arctic is undergoing rapid physical, ecological and socio-economic changes. The abundant and widely distributed polar cod (Boreogadus saida) is highly adapted to Arctic waters, and its larvae and juveniles live in close association with sea ice. Through a reduced-representation sequencing approach, this study explored the spatial genetic structure of polar cod at a circum-Arctic scale. Genomic variation was partitioned into neutral and adaptive components to respectively investigate genetic connectivity and local adaptation. Based on 922 high-quality single nucleotide polymorphism (SNP) markers genotyped in 611 polar cod, broad-scale differentiation was detected among three groups: (i) Beaufort -Chukchi seas, (ii) all regions connected by the Transpolar Drift, ranging from the Laptev Sea to Iceland, including the European Arctic and (iii) West Greenland. Patterns of neutral genetic structure suggested broadscale oceanographic and sea ice drift features (i.e., Beaufort Gyre and Transpolar Drift) as important drivers of connectivity. Genomic variation at 35 outlier loci indicated adaptive divergence of the West Greenland and the Beaufort-Chukchi Seas populations, possibly driven by environmental conditions. Sea ice decline and changing ocean currents can alter or disrupt connectivity between polar cod from the three genetic groups, potentially undermining their resilience to climate change, even in putative refugia, such as the Central Arctic Ocean and the Arctic Archipelago.
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Affiliation(s)
- Sarah M. Maes
- Laboratory of Biodiversity and Evolutionary Genomics, KU LeuvenLeuvenBelgium
- Animal Sciences UnitFlanders Research Institute for Agriculture, Fisheries and FoodOostendeBelgium
| | - Marie L. Verheye
- Laboratory of Biodiversity and Evolutionary Genomics, KU LeuvenLeuvenBelgium
| | - Caroline Bouchard
- Greenland Climate Research CentreGreenland Institute of Natural ResourcesNuukGreenland
- Department of BiologyUniversité LavalQuébecQuébecCanada
| | - Enora Geslain
- Laboratory of Biodiversity and Evolutionary Genomics, KU LeuvenLeuvenBelgium
| | - Bart Hellemans
- Laboratory of Biodiversity and Evolutionary Genomics, KU LeuvenLeuvenBelgium
| | - Torild Johansen
- Tromsø DepartmentNorwegian Institute of Marine ResearchTromsøNorway
| | - Magnus Lucassen
- Alfred Wegener Institute Helmholtz Center for Polar and Marine ResearchBremerhavenGermany
| | - Felix C. Mark
- Alfred Wegener Institute Helmholtz Center for Polar and Marine ResearchBremerhavenGermany
| | | | | | - Daria Zelenina
- Department of Molecular GeneticsRussian Federal Institute of Fisheries and OceanographyMoscowRussia
| | | | | | - Henrik Christiansen
- Laboratory of Biodiversity and Evolutionary Genomics, KU LeuvenLeuvenBelgium
- Department of Fish and ShellfishGreenland Institute of Natural ResourcesNuukGreenland
| | - Hauke Flores
- Alfred Wegener Institute Helmholtz Center for Polar and Marine ResearchBremerhavenGermany
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Schaafsma FL, Flores H, David CL, Castellani G, Sakinan S, Meijboom A, Niehoff B, Cornils A, Hildebrandt N, Schmidt K, Snoeijs-Leijonmalm P, Ehrlich J, Ashjian CJ. Insights into the diet and feeding behavior of immature polar cod (Boreogadus saida) from the under-ice habitat of the central Arctic Ocean. JOURNAL OF FISH BIOLOGY 2024; 105:907-930. [PMID: 38922867 DOI: 10.1111/jfb.15836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 04/02/2024] [Accepted: 05/23/2024] [Indexed: 06/28/2024]
Abstract
Polar cod (Boreogadus saida) is an endemic key species of the Arctic Ocean ecosystem. The ecology of this forage fish is well studied in Arctic shelf habitats where a large part of its population lives. However, knowledge about its ecology in the central Arctic Ocean (CAO), including its use of the sea-ice habitat, is hitherto very limited. To increase this knowledge, samples were collected at the under-ice surface during several expeditions to the CAO between 2012 and 2020, including the Multidisciplinary drifting Observatory for the Study of Arctic Climate (MOSAiC) expedition. The diet of immature B. saida and the taxonomic composition of their potential prey were analysed, showing that both sympagic and pelagic species were important prey items. Stomach contents included expected prey such as copepods and amphipods. Surprisingly, more rarely observed prey such as appendicularians, chaetognaths, and euphausiids were also found to be important. Comparisons of the fish stomach contents with prey distribution data suggests opportunistic feeding. However, relative prey density and catchability are important factors that determine which type of prey is ingested. Prey that ensures limited energy expenditure on hunting and feeding is often found in the stomach contents even though it is not the dominant species present in the environment. To investigate the importance of prey quality and quantity for the growth of B. saida in this area, we measured energy content of dominant prey species and used a bioenergetic model to quantify the effect of variations in diet on growth rate potential. The modeling results suggest that diet variability was largely explained by stomach fullness and, to a lesser degree, the energetic content of the prey. Our results suggest that under climate change, immature B. saida may be at least equally sensitive to a loss in the number of efficiently hunted prey than to a reduction in the prey's energy content. Consequences for the growth and survival of B. saida will not depend on prey presence alone, but also on prey catchability, digestibility, and energy content.
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Affiliation(s)
| | - Hauke Flores
- Department of Polar Biological Oceanography, Alfred Wegener Institute Helmholtz Center for Polar and Marine Research, Bremerhaven, Germany
| | - Carmen L David
- Marine Animal Ecology Group, Wageningen University, Wageningen, The Netherlands
- Department of Biology, Woods Hole Oceanographic Institution, Woods Hole, Massachusetts, USA
| | - Giulia Castellani
- Department of Polar Biological Oceanography, Alfred Wegener Institute Helmholtz Center for Polar and Marine Research, Bremerhaven, Germany
| | | | | | - Barbara Niehoff
- Department of Polar Biological Oceanography, Alfred Wegener Institute Helmholtz Center for Polar and Marine Research, Bremerhaven, Germany
| | - Astrid Cornils
- Department of Polar Biological Oceanography, Alfred Wegener Institute Helmholtz Center for Polar and Marine Research, Bremerhaven, Germany
| | - Nicole Hildebrandt
- Department of Polar Biological Oceanography, Alfred Wegener Institute Helmholtz Center for Polar and Marine Research, Bremerhaven, Germany
| | - Katrin Schmidt
- School of Geography, Earth and Environmental Sciences, University of Plymouth, Plymouth, UK
| | | | - Julia Ehrlich
- Department of Polar Biological Oceanography, Alfred Wegener Institute Helmholtz Center for Polar and Marine Research, Bremerhaven, Germany
- Centre for Natural History (CeNak), University of Hamburg, Hamburg, Germany
| | - Carin J Ashjian
- Department of Biology, Woods Hole Oceanographic Institution, Woods Hole, Massachusetts, USA
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Lee A, Daniels BN, Hemstrom W, López C, Kagaya Y, Kihara D, Davidson JM, Toonen RJ, White C, Christie MR. Genetic adaptation despite high gene flow in a range-expanding population. Mol Ecol 2024:e17511. [PMID: 39215560 DOI: 10.1111/mec.17511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 07/06/2024] [Accepted: 08/08/2024] [Indexed: 09/04/2024]
Abstract
Signals of natural selection can be quickly eroded in high gene flow systems, curtailing efforts to understand how and when genetic adaptation occurs in the ocean. This long-standing, unresolved topic in ecology and evolution has renewed importance because changing environmental conditions are driving range expansions that may necessitate rapid evolutionary responses. One example occurs in Kellet's whelk (Kelletia kelletii), a common subtidal gastropod with an ~40- to 60-day pelagic larval duration that expanded their biogeographic range northwards in the 1970s by over 300 km. To test for genetic adaptation, we performed a series of experimental crosses with Kellet's whelk adults collected from their historical (HxH) and recently expanded range (ExE), and conducted RNA-Seq on offspring that we reared in a common garden environment. We identified 2770 differentially expressed genes (DEGs) between 54 offspring samples with either only historical range (HxH offspring) or expanded range (ExE offspring) ancestry. Using SNPs called directly from the DEGs, we assigned samples of known origin back to their range of origin with unprecedented accuracy for a marine species (92.6% and 94.5% for HxH and ExE offspring, respectively). The SNP with the highest predictive importance occurred on triosephosphate isomerase (TPI), an essential metabolic enzyme involved in cold stress response. TPI was significantly upregulated and contained a non-synonymous mutation in the expanded range. Our findings pave the way for accurately identifying patterns of dispersal, gene flow and population connectivity in the ocean by demonstrating that experimental transcriptomics can reveal mechanisms for how marine organisms respond to changing environmental conditions.
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Affiliation(s)
- Andy Lee
- Department of Biological Sciences, Purdue University, West Lafayette, Indiana, USA
| | - Benjamin N Daniels
- Department of Biological Sciences, California Polytechnic State University, San Luis Obispo, California, USA
| | - William Hemstrom
- Department of Biological Sciences, Purdue University, West Lafayette, Indiana, USA
| | - Cataixa López
- Hawai'i Institute of Marine Biology, University of Hawai'i at Mānoa, Kāne'ohe, Hawaii, USA
| | - Yuki Kagaya
- Department of Biological Sciences, Purdue University, West Lafayette, Indiana, USA
| | - Daisuke Kihara
- Department of Biological Sciences, Purdue University, West Lafayette, Indiana, USA
- Department of Computer Science, Purdue University, West Lafayette, Indiana, USA
| | - Jean M Davidson
- Department of Biological Sciences, California Polytechnic State University, San Luis Obispo, California, USA
| | - Robert J Toonen
- Hawai'i Institute of Marine Biology, University of Hawai'i at Mānoa, Kāne'ohe, Hawaii, USA
| | - Crow White
- Department of Biological Sciences, California Polytechnic State University, San Luis Obispo, California, USA
| | - Mark R Christie
- Department of Biological Sciences, Purdue University, West Lafayette, Indiana, USA
- Department of Forestry and Natural Resources, Purdue University, West Lafayette, Indiana, USA
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Bringloe TT, Bourret A, Cote D, Marie-Julie R, Herbig J, Robert D, Geoffroy M, Parent GJ. Genomic architecture and population structure of Boreogadus saida from Canadian waters. Sci Rep 2024; 14:19331. [PMID: 39164428 PMCID: PMC11336163 DOI: 10.1038/s41598-024-69782-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 08/08/2024] [Indexed: 08/22/2024] Open
Abstract
The polar cod, Boreogadus saida, is an abundant and ubiquitous forage fish and a crucial link in Arctic marine trophic dynamics. Our objective was to unravel layers of genomic structure in B. saida from Canadian waters, specifically screening for potential hybridization with the Arctic cod, Arctogadus glacialis, large chromosomal inversions, and sex-linked regions, prior to interpreting population structure. Our analysis of 53,384 SNPs in 522 individuals revealed hybridization and introgression between A. glacialis and B. saida. Subsequent population level analyses of B. saida using 12,305 SNPs in 511 individuals revealed three large (ca. 7.4-16.1 Mbp) chromosomal inversions, and a 2 Mbp region featuring sex-linked loci. We showcase population structuring across the Western and Eastern North American Arctic, and subarctic regions ranging from the Hudson Bay to the Canadian Atlantic maritime provinces. Genomic signal for the inferred population structure was highly aggregated into a handful of SNPs (13.8%), pointing to potentially important adaptive evolution across the Canadian range. Our study provides a high-resolution perspective on the genomic structure of B. saida, providing a foundation for work that could be expanded to the entire circumpolar range for the species.
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Affiliation(s)
- Trevor T Bringloe
- Fisheries and Oceans Canada, Maurice Lamontagne Institute, Mont-Joli, QC, G5H 3Z4, Canada.
| | - Audrey Bourret
- Fisheries and Oceans Canada, Maurice Lamontagne Institute, Mont-Joli, QC, G5H 3Z4, Canada
| | - David Cote
- Fisheries and Oceans Canada, Northwest Atlantic Fisheries Centre, St. John's, NL, A0G 2M0, Canada
| | - Roux Marie-Julie
- Fisheries and Oceans Canada, Maurice Lamontagne Institute, Mont-Joli, QC, G5H 3Z4, Canada
| | - Jennifer Herbig
- Centre for Fisheries Ecosystems Research, Fisheries and Marine Institute of Memorial, University of Newfoundland, St. John's, A1C 5R3, Canada
| | - Dominique Robert
- Institut Des Sciences de La Mer, Université du Québec à Rimouski, Rimouski, QC, G5L 3A1, Canada
| | - Maxime Geoffroy
- Centre for Fisheries Ecosystems Research, Fisheries and Marine Institute of Memorial, University of Newfoundland, St. John's, A1C 5R3, Canada
- Department of Arctic and Marine Biology, UiT The Arctic University of Norway, 9036, Tromsø, Norway
| | - Geneviève J Parent
- Fisheries and Oceans Canada, Maurice Lamontagne Institute, Mont-Joli, QC, G5H 3Z4, Canada.
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Distinct genetic clustering in the weakly differentiated polar cod, Boreogadus saida Lepechin, 1774 from East Siberian Sea to Svalbard. Polar Biol 2021. [DOI: 10.1007/s00300-021-02911-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
AbstractThe cold-adapted polar cod Boreogadus saida, a key species in Arctic ecosystems, is vulnerable to global warming and ice retreat. In this study, 1257 individuals sampled in 17 locations within the latitudinal range of 75–81°N from Svalbard to East Siberian Sea were genotyped with a dedicated suite of 116 single-nucleotide polymorphic loci (SNP). The overall pattern of isolation by distance (IBD) found was driven by the two easternmost samples (East Siberian Sea and Laptev Sea), whereas no differentiation was registered in the area between the Kara Sea and Svalbard. Eleven SNP under strong linkage disequilibrium, nine of which could be annotated to chromosome 2 in Atlantic cod, defined two genetic groups of distinct size, with the major cluster containing seven-fold larger number of individuals than the minor. No underlying geographic basis was evident, as both clusters were detected throughout all sampling sites in relatively similar proportions (i.e. individuals in the minor cluster ranging between 4 and 19% on the location basis). Similarly, females and males were also evenly distributed between clusters and age groups. A differentiation was, however, found regarding size at age: individuals belonging to the major cluster were significantly longer in the second year. This study contributes to increasing the population genetic knowledge of this species and suggests that an appropriate management should be ensured to safeguard its diversity.
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