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

dc.contributor.coauthorYılmaz, Emrullah
dc.contributor.coauthorCan, Ilgın Deniz
dc.contributor.coauthorÖzgişi, Kurtuluş
dc.contributor.coauthorGür, Hakan
dc.contributor.coauthorÖzüdoğru, Barış
dc.contributor.departmentDepartment of Molecular Biology and Genetics
dc.contributor.kuauthorSağlam, İsmail Kudret
dc.contributor.schoolcollegeinstituteCollege of Sciences
dc.date.accessioned2025-12-31T08:23:21Z
dc.date.available2025-12-31
dc.date.issued2025
dc.description.abstractBackground and Aims: Leaf 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. Methods: Using 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. Results: Three 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. Conclusion: Our 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.
dc.description.fulltextNo
dc.description.harvestedfromManual
dc.description.indexedbyPubMed
dc.description.openaccesshybrid
dc.description.publisherscopeInternational
dc.description.readpublishN/A
dc.description.sponsoredbyTubitakEuTÜBİTAK
dc.description.sponsorshipThe Scientific and Technological Research Council of Türkiye (TÜBİTAK)
dc.description.sponsorshipHacettepe University Scientific Research Projects Coordination Unit [FHD-2022-20289]
dc.identifier.doi10.1093/aob/mcaf223
dc.identifier.eissn1095-8290
dc.identifier.embargoNo
dc.identifier.endpage12
dc.identifier.grantno120Z561
dc.identifier.issn0305-7364
dc.identifier.pubmed40966578
dc.identifier.quartileQ1
dc.identifier.startpage1
dc.identifier.urihttps://doi.org/10.1093/aob/mcaf223
dc.identifier.urihttps://hdl.handle.net/20.500.14288/31722
dc.identifier.wos001594541500001
dc.keywordsAlpine plants
dc.keywordsBrassicaceae
dc.keywordsGene ontology (GO)
dc.keywordsPolygenic traits
dc.keywordsPopulation genomics
dc.language.isoeng
dc.publisherOxford University Press
dc.relation.affiliationKoç University
dc.relation.collectionKoç University Institutional Repository
dc.relation.ispartofAnnals of Botany
dc.relation.openaccessNo
dc.rightsCopyrighted
dc.subjectPlant sciences
dc.titlePolygenic discrimination of leaf morphotypes in alpine Heldreichia bupleurifolia (Brassicaceae) across its natural range
dc.typeJournal Article
dspace.entity.typePublication
person.familyNameSağlam
person.givenNameİsmail Kudret
relation.isOrgUnitOfPublicationaee2d329-aabe-4b58-ba67-09dbf8575547
relation.isOrgUnitOfPublication.latestForDiscoveryaee2d329-aabe-4b58-ba67-09dbf8575547
relation.isParentOrgUnitOfPublicationaf0395b0-7219-4165-a909-7016fa30932d
relation.isParentOrgUnitOfPublication.latestForDiscoveryaf0395b0-7219-4165-a909-7016fa30932d

Files