Sexual dimorphism across threespine stickleback ecotypes: a species-wide analysis with a White Sea marine case study

Sexual dimorphism (SD) can contribute to local adaptation and evolutionary diversification, but species-wide comparisons are hindered by heterogeneous published datasets. We developed the Sexual Dimorphism Ternary Index (SDTI), coding each trait–sample comparison as −1 (significant female bias), 0 (no significant difference), or +1 (significant male bias), to integrate heterogeneous data on threespine stickleback, Gasterosteus aculeatus Linnaeus, 1758, into a comparative dataset. Correlation-guided hierarchical aggregation reduced 11 overlapping traits to four weakly correlated variables: standard length (SL), the head–posterior composite (HPC), body depth (BD1), and the dorsal-spine composite (DSs). PERMANOVA detected a significant ecotype effect, with the clearest contrast occurring between marine and freshwater populations; BD1 showed the clearest single-variable separation. Marine populations tended to exhibit more male-biased body-depth and dorsal-spine dimorphism, whereas SL was consistently female-biased across ecotypes. The framework also allowed the White Sea samples to be positioned relative to the major ecotypes: their mean profile was closest to the anadromous centroid, while their high signed mean SDTI reflected a net predominance of significant male-biased comparisons across the traits examined. Although SDTI does not measure effect magnitude and is sensitive to statistical power, it identifies patterns in direction and organization of sexual dimorphism.

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Publication Details

Journal
Canadian Journal of Zoology
Published
2026-11-02
DOI
https://doi.org/10.1139/cjz-2026-0091
Primary Topic
Animal Behavior and Reproduction
Type
article
Field-Weighted Citation Impact
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article

Sexual dimorphism across threespine stickleback ecotypes: a species-wide analysis with a White Sea marine case study

Ulrika Candolin, Ekaterina V. Nadtochii, Михаил Валерьевич Иванов, Dmitry Lajus et al.
Canadian Journal of Zoology
Animal Behavior and Reproduction
article

Sexual dimorphism across threespine stickleback ecotypes: a species-wide analysis with a White Sea marine case study

Ulrika Candolin, Ekaterina V. Nadtochii, Михаил Валерьевич Иванов, Dmitry Lajus, Ahmed Salem AbdelAziz Dorgham, Anastasia Olegovna Yurtseva
article en

Abstract

Sexual dimorphism (SD) can contribute to local adaptation and evolutionary diversification, but species-wide comparisons are hindered by heterogeneous published datasets. We developed the Sexual Dimorphism Ternary Index (SDTI), coding each trait–sample comparison as −1 (significant female bias), 0 (no significant difference), or +1 (significant male bias), to integrate heterogeneous data on threespine stickleback, Gasterosteus aculeatus Linnaeus, 1758, into a comparative dataset. Correlation-guided hierarchical aggregation reduced 11 overlapping traits to four weakly correlated variables: standard length (SL), the head–posterior composite (HPC), body depth (BD1), and the dorsal-spine composite (DSs). PERMANOVA detected a significant ecotype effect, with the clearest contrast occurring between marine and freshwater populations; BD1 showed the clearest single-variable separation. Marine populations tended to exhibit more male-biased body-depth and dorsal-spine dimorphism, whereas SL was consistently female-biased across ecotypes. The framework also allowed the White Sea samples to be positioned relative to the major ecotypes: their mean profile was closest to the anadromous centroid, while their high signed mean SDTI reflected a net predominance of significant male-biased comparisons across the traits examined. Although SDTI does not measure effect magnitude and is sensitive to statistical power, it identifies patterns in direction and organization of sexual dimorphism.

Canadian Journal of Zoology
University of Helsinki (FI), St Petersburg University (RU), Zoological Institute (RU)
Life below water
Openalex Percentile: Top 13%
Animal Behavior and Reproduction
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Sexual dimorphism across threespine stickleback ecotypes: a species-wide analysis with a White Sea marine case study — Ulrika Candolin, Ekaterina V. Nadtochii, et al. · Canadian Journal of Zoology (2026) | TGRS Research Map | TGRS