Journal
BMC BIOLOGY
Volume 20, Issue 1, Pages -Publisher
BMC
DOI: 10.1186/s12915-022-01450-9
Keywords
Nitrogen fixation; Nodulation; Symbiosis; Chromatin accessibility; Transcriptome and chromatin dynamics; Gene regulatory network; Cis-regulatory elements; Machine learning; Medicago
Categories
Funding
- Department of Energy Office of Science Biological and Environmental Research [DE-SC0018247]
Ask authors/readers for more resources
This study investigates the changes in transcriptome and chromatin accessibility in response to rhizobial signals in Medicago truncatula, a model legume, which triggers the formation of root nodules. By integrating ATAC-seq and RNA-seq time courses, the study predicts cis-regulatory elements and transcription factors that significantly contribute to transcriptomic changes associated with symbiosis. The identified regulators, involved in hormone response and histone/DNA methylation, have been validated to play important roles in symbiosis between legumes and rhizobia.
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.
Authors
I am an author on this paper
Click your name to claim this paper and add it to your profile.
Reviews
Recommended
No Data Available