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Leaf shape in <i>Populus tremula</i> is a complex, omnigenic trait

Niklas Mähler, Bastian Schiffthaler, Kathryn M. Robinson, Barbara K. Terebieniec, Matej Vučak, Chanaka Mannapperuma, Mark E.S. Bailey, Stefan Jansson, Torgeir R. Hvidsten, Nathaniel R. Street

2020Ecology and Evolution41 citationsDOIOpen Access PDF

Abstract

Abstract Leaf shape is a defining feature of how we recognize and classify plant species. Although there is extensive variation in leaf shape within many species, few studies have disentangled the underlying genetic architecture. We characterized the genetic architecture of leaf shape variation in Eurasian aspen ( Populus tremula L.) by performing genome‐wide association study (GWAS) for physiognomy traits. To ascertain the roles of identified GWAS candidate genes within the leaf development transcriptional program, we generated RNA‐Seq data that we used to perform gene co‐expression network analyses from a developmental series, which is publicly available within the PlantGenIE resource. We additionally used existing gene expression measurements across the population to analyze GWAS candidate genes in the context of a population‐wide co‐expression network and to identify genes that were differentially expressed between groups of individuals with contrasting leaf shapes. These data were integrated with expression GWAS (eQTL) results to define a set of candidate genes associated with leaf shape variation. Our results identified no clear adaptive link to leaf shape variation and indicate that leaf shape traits are genetically complex, likely determined by numerous small‐effect variations in gene expression. Genes associated with shape variation were peripheral within the population‐wide co‐expression network, were not highly connected within the leaf development co‐expression network, and exhibited signatures of relaxed selection. As such, our results are consistent with the omnigenic model.

Topics & Concepts

BiologyGenetic architectureExpression quantitative trait lociGenome-wide association studyCandidate geneQuantitative trait locusPopulationGeneGeneticsContext (archaeology)PhenotypeTraitGenetic variationAssociation mappingEvolutionary biologyComputational biologySingle-nucleotide polymorphismGenotypeSociologyPaleontologyDemographyComputer scienceProgramming languageGenetic Mapping and Diversity in Plants and AnimalsRemote Sensing in AgricultureMorphological variations and asymmetry