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Temporal change in chromatin accessibility predicts regulators of nodulation in Medicago truncatula

Authors :
Sara A. Knaack
Daniel Conde
Sanhita Chakraborty
Kelly M. Balmant
Thomas B. Irving
Lucas Gontijo Silva Maia
Paolo M. Triozzi
Christopher Dervinis
Wendell J. Pereira
Junko Maeda
Henry W. Schmidt
Jean-Michel Ané
Matias Kirst
Sushmita Roy
Source :
BMC Biology, Vol 20, Iss 1, Pp 1-22 (2022)
Publication Year :
2022
Publisher :
BMC, 2022.

Abstract

Abstract Background Symbiotic associations between bacteria and leguminous plants lead to the formation of root nodules that fix nitrogen needed for sustainable agricultural systems. Symbiosis triggers extensive genome and transcriptome remodeling in the plant, yet an integrated understanding of the extent of chromatin changes and transcriptional networks that functionally regulate gene expression associated with symbiosis remains poorly understood. In particular, analyses of early temporal events driving this symbiosis have only captured correlative relationships between regulators and targets at mRNA level. Here, we characterize changes in transcriptome and chromatin accessibility in the model legume Medicago truncatula, in response to rhizobial signals that trigger the formation of root nodules. Results We profiled the temporal chromatin accessibility (ATAC-seq) and transcriptome (RNA-seq) dynamics of M. truncatula roots treated with bacterial small molecules called lipo-chitooligosaccharides that trigger host symbiotic pathways of nodule development. Using a novel approach, dynamic regulatory module networks, we integrated ATAC-seq and RNA-seq time courses to predict cis-regulatory elements and transcription factors that most significantly contribute to transcriptomic changes associated with symbiosis. Regulators involved in auxin (IAA4-5, SHY2), ethylene (EIN3, ERF1), and abscisic acid (ABI5) hormone response, as well as histone and DNA methylation (IBM1), emerged among those most predictive of transcriptome dynamics. RNAi-based knockdown of EIN3 and ERF1 reduced nodule number in M. truncatula validating the role of these predicted regulators in symbiosis between legumes and rhizobia. Conclusions Our transcriptomic and chromatin accessibility datasets provide a valuable resource to understand the gene regulatory programs controlling the early stages of the dynamic process of symbiosis. The regulators identified provide potential targets for future experimental validation, and the engineering of nodulation in species is unable to establish that symbiosis naturally.

Details

Language :
English
ISSN :
17417007
Volume :
20
Issue :
1
Database :
Directory of Open Access Journals
Journal :
BMC Biology
Publication Type :
Academic Journal
Accession number :
edsdoj.9dd3be3269764ebb823c0670d179d2d0
Document Type :
article
Full Text :
https://doi.org/10.1186/s12915-022-01450-9