Nejvíce citovaný článek - PubMed ID 29653518
Genexpi: a toolset for identifying regulons and validating gene regulatory networks using time-course expression data
σ factors are considered as positive regulators of gene expression. Here we reveal the opposite, inhibitory role of these proteins. We used a combination of molecular biology methods and computational modeling to analyze the regulatory activity of the extracytoplasmic σE factor from Streptomyces coelicolor. The direct activator/repressor function of σE was then explored by experimental analysis of selected promoter regions in vivo. Additionally, the σE interactome was defined. Taken together, the results characterize σE, its regulation, regulon, and suggest its direct inhibitory function (as a repressor) in gene expression, a phenomenon that may be common also to other σ factors and organisms.
- MeSH
- počítačová simulace MeSH
- sigma faktor genetika MeSH
- Streptomyces coelicolor * genetika MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
- Názvy látek
- sigma faktor MeSH
The exponential increase in the number of conducted studies combined with the development of sequencing methods have led to an enormous accumulation of partially processed experimental data in the past two decades. Here, we present an approach using literature-mined data complemented with gene expression kinetic modeling and promoter sequence analysis. This approach allowed us to identify the regulon of Bacillus subtilis sigma factor SigB of RNA polymerase (RNAP) specifically expressed during germination and outgrowth. SigB is critical for the cell's response to general stress but is also expressed during spore germination and outgrowth, and this specific regulon is not known. This approach allowed us to (i) define a subset of the known SigB regulon controlled by SigB specifically during spore germination and outgrowth, (ii) identify the influence of the promoter sequence binding motif organization on the expression of the SigB-regulated genes, and (iii) suggest additional sigma factors co-controlling other SigB-dependent genes. Experiments then validated promoter sequence characteristics necessary for direct RNAP-SigB binding. In summary, this work documents the potential of computational approaches to unravel new information even for a well-studied system; moreover, the study specifically identifies the subset of the SigB regulon, which is activated during germination and outgrowth.
- Klíčová slova
- Bacillus subtilis, SigB, computational modeling, gene regulatory networks, promoter sequence analysis,
- Publikační typ
- časopisecké články MeSH
HrdB in streptomycetes is a principal sigma factor whose deletion is lethal. This is also the reason why its regulon has not been investigated so far. To overcome experimental obstacles, for investigating the HrdB regulon, we constructed a strain whose HrdB protein was tagged by an HA epitope. ChIP-seq experiment, done in 3 repeats, identified 2137 protein-coding genes organized in 337 operons, 75 small RNAs, 62 tRNAs, 6 rRNAs and 3 miscellaneous RNAs. Subsequent kinetic modeling of regulation of protein-coding genes with HrdB alone and with a complex of HrdB and a transcriptional cofactor RbpA, using gene expression time series, identified 1694 genes that were under their direct control. When using the HrdB-RbpA complex in the model, an increase of the model fidelity was found for 322 genes. Functional analysis revealed that HrdB controls the majority of gene groups essential for the primary metabolism and the vegetative growth. Particularly, almost all ribosomal protein-coding genes were found in the HrdB regulon. Analysis of promoter binding sites revealed binding motif at the -10 region and suggested the possible role of mono- or di-nucleotides upstream of the -10 element.
- MeSH
- bakteriální proteiny genetika metabolismus MeSH
- bakteriální RNA genetika MeSH
- chromatinová imunoprecipitace MeSH
- DNA bakterií chemie metabolismus MeSH
- DNA vazebné proteiny metabolismus MeSH
- exprese genu MeSH
- geny rRNA MeSH
- kinetika MeSH
- modely genetické MeSH
- promotorové oblasti (genetika) MeSH
- regulace genové exprese u bakterií MeSH
- regulon * MeSH
- RNA transferová genetika MeSH
- sekvenční analýza DNA MeSH
- sigma faktor metabolismus MeSH
- Streptomyces coelicolor genetika metabolismus MeSH
- vazebná místa MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
- Názvy látek
- bakteriální proteiny MeSH
- bakteriální RNA MeSH
- DNA bakterií MeSH
- DNA vazebné proteiny MeSH
- HrdB protein, Streptomyces MeSH Prohlížeč
- RNA transferová MeSH
- sigma faktor MeSH