Integrated analysis and transcript abundance modelling of H3K4me3 and H3K27me3 in developing secondary xylem

dc.contributor.authorHussey, Steven Grant
dc.contributor.authorLoots, Mattheus Theodor
dc.contributor.authorVan der Merwe, Karen
dc.contributor.authorMizrachi, Eshchar
dc.contributor.authorMyburg, Alexander Andrew
dc.contributor.emailsteven.hussey@up.ac.zaen_ZA
dc.date.accessioned2017-08-11T06:17:47Z
dc.date.available2017-08-11T06:17:47Z
dc.date.issued2017-06-13
dc.description.abstractDespite the considerable contribution of xylem development (xylogenesis) to plant biomass accumulation, its epigenetic regulation is poorly understood. Furthermore, the relative contributions of histone modifications to transcriptional regulation is not well studied in plants. We investigated the biological relevance of H3K4me3 and H3K27me3 in secondary xylem development using ChIPseq and their association with transcript levels among other histone modifications in woody and herbaceous models. In developing secondary xylem of the woody model Eucalyptus grandis, H3K4me3 and H3K27me3 genomic spans were distinctly associated with xylogenesis-related processes, with (late) lignification pathways enriched for putative bivalent domains, but not early secondary cell wall polysaccharide deposition. H3K27me3-occupied genes, of which 753 (~31%) are novel targets, were enriched for transcriptional regulation and flower development and had significant preferential expression in roots. Linear regression models of the ChIP-seq profiles predicted ~50% of transcript abundance measured with strand-specific RNA-seq, confirmed in a parallel analysis in Arabidopsis where integration of seven additional histone modifications each contributed smaller proportions of unique information to the predictive models. This study uncovers the biological importance of histone modification antagonism and genomic span in xylogenesis and quantifies for the first time the relative correlations of histone modifications with transcript abundance in plants.en_ZA
dc.description.departmentForestry and Agricultural Biotechnology Institute (FABI)en_ZA
dc.description.departmentGeneticsen_ZA
dc.description.departmentPlant Scienceen_ZA
dc.description.departmentStatisticsen_ZA
dc.description.librarianam2017en_ZA
dc.description.sponsorshipThe Department of Science and Technology (Strategic Grant for the Eucalyptus Genomics Platform), the National Research Foundation (Bioinformatics and Functional Genomics Programme Grant IUD 86936 and 97911), Incentive Funding Grant (AAM) (UID 8111), Mondi Ltd. and Sappi Ltd.en_ZA
dc.description.urihttp://www.nature.com/srepen_ZA
dc.identifier.citationHussey, S.G., Loots, M.T., Van der Merwe, K., Mizrachi, E. & Myburg, A.A. 2017, 'Integrated analysis and transcript abundance modelling of H3K4me3 and H3K27me3 in developing secondary xylem', Scientific Reports, vol. 7, art. no. 3370, pp. 1-14.en_ZA
dc.identifier.issn2045-2322 (online)
dc.identifier.other10.1038/s41598-017-03665-1
dc.identifier.urihttp://hdl.handle.net/2263/61623
dc.language.isoenen_ZA
dc.publisherNature Publishing Groupen_ZA
dc.rights© The Author(s) 2017. This article is licensed under a Creative Commons Attribution 4.0 International License.en_ZA
dc.subjectPlantsen_ZA
dc.subjectXylem developmenten_ZA
dc.subjectRNA-seqen_ZA
dc.subjectH3K27me3en_ZA
dc.subjectXylogenesisen_ZA
dc.subjectGenomic spanen_ZA
dc.subjectHistone modificationen_ZA
dc.subjectSecondary xylemen_ZA
dc.subjectH3K4me3en_ZA
dc.titleIntegrated analysis and transcript abundance modelling of H3K4me3 and H3K27me3 in developing secondary xylemen_ZA
dc.typeArticleen_ZA

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