Evidence map›Paper›PMID 34745343›Full record

ArticleEvolutionary applications2021

Association between Chromosome 4 and mercury accumulation in muscle of the three-spined stickleback (

Federico C F Calboli, Vyshal Delahaut, Io Deflem, Pascal I Hablützel, Bart Hellemans, Anna Kordas, Joost A M Raeymaekers, Lieven Bervoets, Gudrun De Boeck, Filip A M Volckaert

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Article in Evolutionary applications, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
1.0field-weighted citation impact, top 26% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed, 12 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 4 institutions in 2 countries.

Federico C F CalboliLaboratory of Biodiversity and Evolutionary Genomics KU Leuven Leuven Belgium.ORCID https://orcid.org/0000-0003-3176-9085
Vyshal DelahautDepartment of Biology Systemic Physiological and Ecotoxicological Research (SPHERE) University of Antwerp Antwerpen Belgium.ORCID https://orcid.org/0000-0002-0243-6559
Io DeflemLaboratory of Biodiversity and Evolutionary Genomics KU Leuven Leuven Belgium.ORCID https://orcid.org/0000-0002-9302-5367
Pascal I HablützelFlanders Marine Institute (VLIZ), InnovOcean Site Oostende Belgium.
Bart HellemansLaboratory of Biodiversity and Evolutionary Genomics KU Leuven Leuven Belgium.ORCID https://orcid.org/0000-0001-5963-8074
Anna KordasLaboratory of Biodiversity and Evolutionary Genomics KU Leuven Leuven Belgium.
Joost A M RaeymaekersFaculty of Biosciences and Aquaculture Nord University Bodø Norway.ORCID https://orcid.org/0000-0003-2732-7495
Lieven BervoetsDepartment of Biology Systemic Physiological and Ecotoxicological Research (SPHERE) University of Antwerp Antwerpen Belgium.ORCID https://orcid.org/0000-0002-1285-5992
Gudrun De BoeckDepartment of Biology Systemic Physiological and Ecotoxicological Research (SPHERE) University of Antwerp Antwerpen Belgium.ORCID https://orcid.org/0000-0003-0941-3488
Filip A M VolckaertLaboratory of Biodiversity and Evolutionary Genomics KU Leuven Leuven Belgium.ORCID https://orcid.org/0000-0003-4342-4295
KU Leuven · BEUniversity of Antwerp · BEFlanders Marine Institute · BENord University · NO

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Anthropogenic stressors, such as pollutants, act as selective factors that can leave measurable changes in allele frequencies in the genome. Metals are of particular concern among pollutants, because of interference with vital biological pathways. We use the three-spined stickleback as a model for adaptation to mercury pollution in natural populations. We collected sticklebacks from 21 locations in Flanders (Belgium), measured the accumulated levels of mercury in the skeletal muscle tissue, and genotyped the fish by sequencing (GBS). The spread of muscle mercury content across locations was considerable, ranging from 21.5 to 327 ng/g dry weight (DW). We then conducted a genome-wide association study (GWAS) between 28,450 single nucleotide polymorphisms (SNPs) and the accumulated levels of mercury, using different approaches. Based on a linear mixed model analysis, the GWAS yielded multiple hits with a single top hit on Chromosome 4, with eight more SNPs suggestive of association. A second approach, a latent factor mixed model analysis, highlighted one single SNP on Chromosome 11. Finally, an outlier test identified one additional SNP on Chromosome 4 that appeared under selection. Out of all ten SNPs we identified as associated with mercury in muscle, three SNPs all located on Chromosome 4 and positioned within a 2.5 kb distance of an annotated gene. Based on these results and the genome coverage of our SNPs, we conclude that the selective effect of mercury pollution in Flanders causes a significant association with at least one locus on Chromosome 4 in three-spined stickleback.

Indexed as

adaptationenvironmentmercurynext generation sequencingpollutionselectionthree‐spined stickleback

Identifiers

PMID34745343
PMCPMC8549617
OpenAlexW3200527533

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.