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

Abstract Despite 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 investigat...

Full description

Bibliographic Details
Main Authors: Steven G. Hussey, Mattheus T. Loots, Karen van der Merwe, Eshchar Mizrachi, Alexander A. Myburg
Format: Article
Language:English
Published: Nature Publishing Group 2017-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-03665-1
id doaj-e955c8de56924ed6831e8d2d668a9adb
record_format Article
spelling doaj-e955c8de56924ed6831e8d2d668a9adb2020-12-08T00:12:28ZengNature Publishing GroupScientific Reports2045-23222017-06-017111410.1038/s41598-017-03665-1Integrated analysis and transcript abundance modelling of H3K4me3 and H3K27me3 in developing secondary xylemSteven G. Hussey0Mattheus T. Loots1Karen van der Merwe2Eshchar Mizrachi3Alexander A. Myburg4Department of Genetics, Forestry and Agricultural Biotechnology Institute (FABI), University of PretoriaDepartment of Statistics, University of PretoriaCentre for Bioinformatics and Computational Biology, Genomics Research Institute (GRI), University of PretoriaDepartment of Genetics, Forestry and Agricultural Biotechnology Institute (FABI), University of PretoriaDepartment of Genetics, Forestry and Agricultural Biotechnology Institute (FABI), University of PretoriaAbstract Despite 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 ChIP-seq 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.https://doi.org/10.1038/s41598-017-03665-1
collection DOAJ
language English
format Article
sources DOAJ
author Steven G. Hussey
Mattheus T. Loots
Karen van der Merwe
Eshchar Mizrachi
Alexander A. Myburg
spellingShingle Steven G. Hussey
Mattheus T. Loots
Karen van der Merwe
Eshchar Mizrachi
Alexander A. Myburg
Integrated analysis and transcript abundance modelling of H3K4me3 and H3K27me3 in developing secondary xylem
Scientific Reports
author_facet Steven G. Hussey
Mattheus T. Loots
Karen van der Merwe
Eshchar Mizrachi
Alexander A. Myburg
author_sort Steven G. Hussey
title Integrated analysis and transcript abundance modelling of H3K4me3 and H3K27me3 in developing secondary xylem
title_short Integrated analysis and transcript abundance modelling of H3K4me3 and H3K27me3 in developing secondary xylem
title_full Integrated analysis and transcript abundance modelling of H3K4me3 and H3K27me3 in developing secondary xylem
title_fullStr Integrated analysis and transcript abundance modelling of H3K4me3 and H3K27me3 in developing secondary xylem
title_full_unstemmed Integrated analysis and transcript abundance modelling of H3K4me3 and H3K27me3 in developing secondary xylem
title_sort integrated analysis and transcript abundance modelling of h3k4me3 and h3k27me3 in developing secondary xylem
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2017-06-01
description Abstract Despite 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 ChIP-seq 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.
url https://doi.org/10.1038/s41598-017-03665-1
work_keys_str_mv AT stevenghussey integratedanalysisandtranscriptabundancemodellingofh3k4me3andh3k27me3indevelopingsecondaryxylem
AT mattheustloots integratedanalysisandtranscriptabundancemodellingofh3k4me3andh3k27me3indevelopingsecondaryxylem
AT karenvandermerwe integratedanalysisandtranscriptabundancemodellingofh3k4me3andh3k27me3indevelopingsecondaryxylem
AT eshcharmizrachi integratedanalysisandtranscriptabundancemodellingofh3k4me3andh3k27me3indevelopingsecondaryxylem
AT alexanderamyburg integratedanalysisandtranscriptabundancemodellingofh3k4me3andh3k27me3indevelopingsecondaryxylem
_version_ 1724396642629582848