Systematic approach for dissecting the molecular mechanisms of transcriptional regulation in bacteria.
Nathan M BelliveauStephanie L BarnesWilliam T IrelandDaniel L JonesMichael J SweredoskiAnnie MoradianSonja HessJustin B KinneyRob PhillipsPublished in: Proceedings of the National Academy of Sciences of the United States of America (2018)
Gene regulation is one of the most ubiquitous processes in biology. However, while the catalog of bacterial genomes continues to expand rapidly, we remain ignorant about how almost all of the genes in these genomes are regulated. At present, characterizing the molecular mechanisms by which individual regulatory sequences operate requires focused efforts using low-throughput methods. Here, we take a first step toward multipromoter dissection and show how a combination of massively parallel reporter assays, mass spectrometry, and information-theoretic modeling can be used to dissect multiple bacterial promoters in a systematic way. We show this approach on both well-studied and previously uncharacterized promoters in the enteric bacterium Escherichia coli In all cases, we recover nucleotide-resolution models of promoter mechanism. For some promoters, including previously unannotated ones, the approach allowed us to further extract quantitative biophysical models describing input-output relationships. Given the generality of the approach presented here, it opens up the possibility of quantitatively dissecting the mechanisms of promoter function in E. coli and a wide range of other bacteria.
Keyphrases
- transcription factor
- escherichia coli
- mass spectrometry
- dna methylation
- gene expression
- high resolution
- genome wide identification
- genome wide
- oxidative stress
- liquid chromatography
- crispr cas
- single molecule
- high throughput
- biofilm formation
- health information
- klebsiella pneumoniae
- gas chromatography
- quality improvement
- high performance liquid chromatography
- cystic fibrosis
- anti inflammatory
- staphylococcus aureus
- pseudomonas aeruginosa
- social media
- tandem mass spectrometry