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Network Walking charts transcriptional dynamics of nitrogen signaling by integrating validated and predicted genome-wide interactions.


ABSTRACT: Charting a temporal path in gene networks requires linking early transcription factor (TF)-triggered events to downstream effects. We scale-up a cell-based TF-perturbation assay to identify direct regulated targets of 33 nitrogen (N)-early response TFs encompassing 88% of N-responsive Arabidopsis genes. We uncover a duality where each TF is an inducer and repressor, and in vitro cis-motifs are typically specific to regulation directionality. Validated TF-targets (71,836) are used to refine precision of a time-inferred root network, connecting 145 N-responsive TFs and 311 targets. These data are used to chart network paths from direct TF1-regulated targets identified in cells to indirect targets responding only in planta via Network Walking. We uncover network paths from TGA1 and CRF4 to direct TF2 targets, which in turn regulate 76% and 87% of TF1 indirect targets in planta, respectively. These results have implications for N-use and the approach can reveal temporal networks for any biological system.

SUBMITTER: Brooks MD 

PROVIDER: S-EPMC6451032 | biostudies-literature | 2019 Apr

REPOSITORIES: biostudies-literature

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Network Walking charts transcriptional dynamics of nitrogen signaling by integrating validated and predicted genome-wide interactions.

Brooks Matthew D MD   Cirrone Jacopo J   Pasquino Angelo V AV   Alvarez Jose M JM   Swift Joseph J   Mittal Shipra S   Juang Che-Lun CL   Varala Kranthi K   Gutiérrez Rodrigo A RA   Krouk Gabriel G   Shasha Dennis D   Coruzzi Gloria M GM  

Nature communications 20190405 1


Charting a temporal path in gene networks requires linking early transcription factor (TF)-triggered events to downstream effects. We scale-up a cell-based TF-perturbation assay to identify direct regulated targets of 33 nitrogen (N)-early response TFs encompassing 88% of N-responsive Arabidopsis genes. We uncover a duality where each TF is an inducer and repressor, and in vitro cis-motifs are typically specific to regulation directionality. Validated TF-targets (71,836) are used to refine preci  ...[more]

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