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dc.contributor.authorSkalska, Aleksandra
dc.contributor.authorStritt, Cristoph
dc.contributor.authorWyler, Michele
dc.contributor.authorWilliams, Hefin W.
dc.contributor.authorVickers, Martin
dc.contributor.authorHan, Jiwan
dc.contributor.authorMur, Luis A.J
dc.contributor.authorTuna, Metin
dc.date.accessioned2022-05-11T14:07:13Z
dc.date.available2022-05-11T14:07:13Z
dc.date.issued2020
dc.identifier.issn1661-6596
dc.identifier.urihttps://doi.org/10.3390/ijms21186700
dc.identifier.urihttps://hdl.handle.net/20.500.11776/5018
dc.description.abstractBrachypodium distachyon (Brachypodium) is a non-domesticated model grass species that can be used to test if variation in genetic sequence or methylation are linked to environmental differences. To assess this, we collected seeds from 12 sites within five climatically distinct regions of Turkey. Seeds from each region were grown under standardized growth conditions in the UK to preserve methylated sequence variation. At six weeks following germination, leaves were sampled and assessed for genomic and DNA methylation variation. In a follow-up experiment, phenomic approaches were used to describe plant growth and drought responses. Genome sequencing and population structure analysis suggested three ancestral clusters across the Mediterranean, two of which were geographically separated in Turkey into coastal and central subpopulations. Phenotypic analyses showed that the coastal subpopulation tended to exhibit relatively delayed flowering and the central, increased drought tolerance as indicated by reduced yellowing. Genome-wide methylation analyses in GpC, CHG and CHH contexts also showed variation which aligned with the separation into coastal and central subpopulations. The climate niche modelling of both subpopulations showed a significant influence from the “Precipitation in the Driest Quarter” on the central subpopulation and “Temperature of the Coldest Month” on the coastal subpopulation. Our work demonstrates genetic diversity and variation in DNA methylation in Turkish accessions of Brachypodium that may be associated with climate variables and the molecular basis of which will feature in ongoing analyses. © 2020 by the authors. Licensee MDPI, Basel, Switzerland.en_US
dc.description.sponsorship25; 2015/18/M/NZ2/00394; Horizon 2020 Framework Programme, H2020: 731013; Universität Zürich, UZHen_US
dc.description.sponsorshipFunding: This research was funded by the National Science Centre Poland (grant no. 2015/18/M/NZ2/00394). Access to the National Plant Phenomics, Aberystwyth, UK was provided by the European Plant Phenotyping Network 2020 (“BRACHY-PHENO-DROUGHT” project, grant no. 25) and funded from the European Union’s Horizon 2020 research and innovation program under grant agreement no. 731013. ACR and CS were supported by University Research Priority Program Evolution in Action of the University of Zurich. MW was supported by PSC Syngenta Fellowship.en_US
dc.description.sponsorshipThis research was funded by the National Science Centre Poland (grant no. 2015/18/M/NZ2/00394). Access to the National Plant Phenomics, Aberystwyth, UK was provided by the European Plant Phenotyping Network 2020 (?BRACHY-PHENO-DROUGHT? project, grant no. 25) and funded from the European Union?s Horizon 2020 research and innovation program under grant agreement no. 731013. ACR and CS were supported by University Research Priority Program Evolution in Action of the University of Zurich. MW was supported by PSC Syngenta Fellowship.en_US
dc.language.isoengen_US
dc.publisherMDPI AGen_US
dc.identifier.doi10.3390/ijms21186700
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectBrachypodiumen_US
dc.subjectDNA methylationen_US
dc.subjectDroughten_US
dc.subjectFloweringen_US
dc.subjectGenomeen_US
dc.subjectPhenomicsen_US
dc.subjectarticleen_US
dc.subjectBrachypodiumen_US
dc.subjectclimateen_US
dc.subjectDNA methylationen_US
dc.subjectdrought toleranceen_US
dc.subjectflower developmenten_US
dc.subjectfollow upen_US
dc.subjectgenetic variabilityen_US
dc.subjectgerminationen_US
dc.subjectgrassen_US
dc.subjectmethylomeen_US
dc.subjectnonhumanen_US
dc.subjectphenomicsen_US
dc.subjectplant growthen_US
dc.subjectplant leafen_US
dc.subjectpopulation structureen_US
dc.subjectprecipitationen_US
dc.subjectTurkey (republic)en_US
dc.subjectBrachypodiumen_US
dc.subjectDNA methylationen_US
dc.subjectdroughten_US
dc.subjectgenetic variationen_US
dc.subjectgeneticsen_US
dc.subjectphysiological stressen_US
dc.subjectplant genomeen_US
dc.subjectplant seeden_US
dc.subjectturkey (bird)en_US
dc.subjectBrachypodiumen_US
dc.subjectClimateen_US
dc.subjectDNA Methylationen_US
dc.subjectDroughtsen_US
dc.subjectGenetic Variationen_US
dc.subjectGenome, Planten_US
dc.subjectPlant Leavesen_US
dc.subjectSeedsen_US
dc.subjectStress, Physiologicalen_US
dc.subjectTurkeyen_US
dc.titleGenetic and methylome variation in Turkish brachypodium distachyon accessions differentiate two geographically distinct subpopulationsen_US
dc.typearticleen_US
dc.relation.ispartofInternational Journal of Molecular Sciencesen_US
dc.departmentFakülteler, Ziraat Fakültesi, Tarla Bitkileri Bölümüen_US
dc.identifier.volume21en_US
dc.identifier.issue18en_US
dc.identifier.startpage1en_US
dc.identifier.endpage17en_US
dc.institutionauthorTuna, Metin
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.authorscopusid57218923991
dc.authorscopusid55888486200
dc.authorscopusid57193877013
dc.authorscopusid56799673700
dc.authorscopusid56850022200
dc.authorscopusid56341939500
dc.authorscopusid57225437022
dc.identifier.wosWOS:000580114900001en_US
dc.identifier.scopus2-s2.0-85090784148en_US
dc.identifier.pmid32933168en_US


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