Translation elicits a growth rate-dependent, genome-wide, differential protein production in Bacillus subtilis.
Olivier BorkowskiAnne GoelzerMarc SchafferMagali CalabreUlrike MäderStéphane AymerichMatthieu JulesVincent FromionPublished in: Molecular systems biology (2016)
Complex regulatory programs control cell adaptation to environmental changes by setting condition-specific proteomes. In balanced growth, bacterial protein abundances depend on the dilution rate, transcript abundances and transcript-specific translation efficiencies. We revisited the current theory claiming the invariance of bacterial translation efficiency. By integrating genome-wide transcriptome datasets and datasets from a library of synthetic gfp-reporter fusions, we demonstrated that translation efficiencies in Bacillus subtilis decreased up to fourfold from slow to fast growth. The translation initiation regions elicited a growth rate-dependent, differential production of proteins without regulators, hence revealing a unique, hard-coded, growth rate-dependent mode of regulation. We combined model-based data analyses of transcript and protein abundances genome-wide and revealed that this global regulation is extensively used in B. subtilis We eventually developed a knowledge-based, three-step translation initiation model, experimentally challenged the model predictions and proposed that a growth rate-dependent drop in free ribosome abundance accounted for the differential protein production.
Keyphrases
- genome wide
- bacillus subtilis
- rna seq
- dna methylation
- single cell
- protein protein
- public health
- amino acid
- stem cells
- gene expression
- small molecule
- multidrug resistant
- mass spectrometry
- machine learning
- risk assessment
- liquid chromatography tandem mass spectrometry
- electronic health record
- cell therapy
- human health
- data analysis