Evidence map›Paper›PMID 41593647›Full record

ArticleBMC biology2026

Genomic signatures of rapid local selection and introgression drive adaptive phylogeography in the European river skater.

Chen Liu, Mu Qiao, Siying Fu, Gavril Marius Berchi, Jakob Damgaard, Andrés Millán, Boxiong Guo, Zezhong Jin, Wenjun Bu, Zhen Ye

Abstract read
In one paragraph

Article in BMC biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Chen LiuInstitute of Entomology, College of Life Sciences, Nankai University, 94 Weijin Road, Tianjin, 300071, China.
Mu QiaoInstitute of Entomology, College of Life Sciences, Nankai University, 94 Weijin Road, Tianjin, 300071, China.
Siying FuInstitute of Entomology, College of Life Sciences, Nankai University, 94 Weijin Road, Tianjin, 300071, China.
Gavril Marius BerchiDepartment of Biology, Faculty of Chemistry, Biology, and Geography, West University of Timișoara, 16 A Pestalozzi Street, Timișoara, 300115, Romania. marius@heteroptera.ro.
Jakob DamgaardZoological Museum, Natural History Museum of Denmark, Universitetsparken 15, Copenhagen, 2100, Denmark.
Andrés MillánDepartment of Ecology and Hydrology, Faculty of Biology, University of Murcia, Campus de Espinardo, Murcia, 30100, Spain.
Boxiong GuoInstitute of Entomology, College of Life Sciences, Nankai University, 94 Weijin Road, Tianjin, 300071, China.
Zezhong JinInstitute of Entomology, College of Life Sciences, Nankai University, 94 Weijin Road, Tianjin, 300071, China.
Wenjun BuInstitute of Entomology, College of Life Sciences, Nankai University, 94 Weijin Road, Tianjin, 300071, China.
Zhen YeInstitute of Entomology, College of Life Sciences, Nankai University, 94 Weijin Road, Tianjin, 300071, China. yezhen1987331@nankai.edu.cn.

Funding

National Natural Science Foundation of China 32322012, 32470467National Natural Science Foundation of China 32400359
6 · The paper itself

Abstract

backgroundCycle of glacial contraction and postglacial expansion in widespread European organisms, as inferred from neutral genetic markers, has led to classic phylogeographic divergence and a primarily latitudinal gradient in genetic diversity. However, the relative contribution of adaptive loci, compared to neutral loci, in shaping complex phylogeographic patterns remains poorly understood.

resultsWe generated extensive genomic datasets for the widespread European species Aquarius najas and its relatives (Aquarius cinereus and Aquarius ventralis), sampled across their entire European distribution. Our results revealed that A. najas is divided into northern and southern lineages, driven in part by major biogeographical barriers in Europe through neutral processes. Additionally, we discovered northern populations exhibiting unexpectedly high genetic diversity, consistent with the cryptic extra-Mediterranean refugia hypothesis. These populations showed evidence of strong, rapid local adaptation, as indicated by the identification of 52 temperature-associated genes (e.g., regulating MAPK thermosensitivity). For the Ibero-Maghrebian populations, our analyses uncovered significant mitochondrial and nuclear introgression from A. cinereus into A. najas. Notably, we identified adaptive introgressed genes, including an ATP-binding cassette (ABC) transporter and the zinc finger protein ZFP91, which likely enhance survival and fitness in the Maghreb region.

conclusionsOur study presents a comprehensive paradigm for understanding how widespread, limited-dispersal European species adapt to heterogeneous environments through the combined effects of rapid local selection and adaptive introgression, extending beyond the influence of neutral processes alone. Furthermore, we designed and implemented an extended framework for phylogeographic investigation that incorporates both neutral and adaptive dimensions.

Indexed as

Adaptation, PhysiologicalGenetic IntrogressionGenetic VariationSelection, GeneticAnimalsEuropePhylogeographyAdaptive phylogeographyEuropeIbero-Maghrebian refugiaIntrogressionRapid local selection

Identifiers

PMID41593647
PMCPMC12918524

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