Evidence map›Paper›PMID 40966578›Full record

ArticleAnnals of botany2026

Polygenic discrimination of leaf morphotypes in alpine Heldreichia bupleurifolia (Brassicaceae) across its natural range.

Emrullah Yılmaz, Ilgın Deniz Can, Kurtuluş Özgişi, Hakan Gür, İsmail Kudret Sağlam, Barış Özüdoğru

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Article in Annals of botany, 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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5 · Who and what money

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6 authors.

Emrullah YılmazDepartment of Biology, Faculty of Science, Eskisehir Technical University, Eskişehir, Türkiye.
Ilgın Deniz CanDepartment of Biology, Hacettepe University, Ankara, Beytepe 06800, Türkiye.
Kurtuluş ÖzgişiDepartment of Biology, Eskişehir Osmangazi University, Eskişehir, Büyükdere 26040, Türkiye.
Hakan GürAnatolian Biogeography Research Laboratory, Kırşehir Ahi Evran University, Kırşehir, Türkiye.ORCID 0000-0003-4554-4370
İsmail Kudret SağlamDepartment of Molecular Biology and Genetics, Koç University, İstanbul, Rumelifeneri 34450, Türkiye.
Barış ÖzüdoğruDepartment of Biology, Hacettepe University, Ankara, Beytepe 06800, Türkiye.

Funding

Hacettepe University 2022-20289Scientific and Technological Research Council of Türkiye 120Z561
6 · The paper itself

Abstract

BACKGROUND AND

aimsLeaf morphology is a critical adaptive trait in plants, yet its genetic basis and environmental drivers remain poorly resolved in natural populations. Heldreichia bupleurifolia, a polymorphic alpine species in Turkey, exhibits three distinct leaf morphotypes (entire, mixed, lobed/dissected) across a west-to-east geographical gradient. This study aims to investigate genome-wide patterns of genetic variation associated with these morphotypes, identify candidate loci and pathways involved in phenotypic differentiation, and examine potential environmental correlates/drivers.

methodsUsing RADseq, we generated 61 286 high-confidence single nucleotide polymorphisms from 131 individuals across 20 populations. Genetic structure was analysed via principal components analysis, while morphotype differentiation was assessed using discriminant analysis of principal components (DAPC) and random forest (RF) classification. Gene Ontology enrichment analysis identified biological pathways linked to candidate loci. Field observations correlated morphotypes with substrate type.

resultsThree genetic clusters aligned with a west-to-east geographical gradient, with limited congruence to traditional subspecies classifications. DAPC and RF achieved perfect discrimination among morphotypes, identifying 167 loci (90 from DAPC, 83 from RF; five shared) localized to protein-coding regions. Enriched pathways included ion homeostasis and transmembrane transport, critical for nutrient-poor alpine soils. Lobed/dissected-leaved populations exclusively occupied volcanic substrates, while entire/mixed-leaved groups occurred on limestone, highlighting substrate-driven selection.

conclusionOur findings suggest that genetic differentiation among morphotypes may involve stress-related processes, particularly ion transport and homeostasis. The enrichment of these functions among candidate loci, alongside observed correlations between morphotypes and substrate types, also hints at a possible contribution of edaphic conditions. While these associations are correlative and require further validation, they underscore potential links between genotype, phenotype and environment, and highlight the value of integrating genomic and ecological data in alpine plant conservation.

Indexed as

BrassicaceaeMultifactorial InheritancePlant LeavesGenetic VariationPhenotypePolymorphism, Single NucleotidePrincipal Component AnalysisTurkeyAlpine plantsBrassicaceaeGene Ontology (GO)polygenic traitspopulation genomics

Identifiers

PMID40966578
PMCPMC13487426

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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.