The propagation of perturbations in rewired bacterial gene networks

Baumstark, Rebecca; Haenzelmann, Sonja; Tsuru, Saburo; Schaerli, Yolanda; Francesconi, Mirko; Castelo, Robert; Isalan, Mark

Abstract

What happens to gene expression when you add new links to a gene regulatory network? To answer this question, we profile 85 network rewirings in E. coli. Here we report that concerted patterns of differential expression propagate from reconnected hub genes. The rewirings link promoter regions to different transcription factor and s-factor genes, resulting in perturbations that span four orders of magnitude, changing up to B70% of the transcriptome. Importantly, factor connectivity and promoter activity both associate with perturbation size. Perturbations from related rewirings have more similar transcription profiles and a statistical analysis reveals similar to 20 underlying states of the system, associating particular gene groups with rewiring constructs. We examine two large clusters (ribosomal and flagellar genes) in detail. These represent alternative global outcomes from different rewirings because of antagonism between these major cell states. This data set of systematically related perturbations enables reverse engineering and discovery of underlying network interactions.

Más información

Título según WOS: ID WOS:000367569800011 Not found in local WOS DB
Título de la Revista: NATURE COMMUNICATIONS
Volumen: 6
Editorial: Nature Research
Fecha de publicación: 2015
DOI:

10.1038/ncomms10105

Notas: ISI