Cell-Free Translation Is More Variable than Transcription.
Fabio ChizzoliniMichele ForlinNoël Yeh MartínGiuliano BerloffaDario CecchiSheref S MansyPublished in: ACS synthetic biology (2017)
Although RNA synthesis can be reliably controlled with different T7 transcriptional promoters during cell-free gene expression with the PURE system, protein synthesis remains largely unaffected. To better control protein levels, we investigated a series of ribosome binding sites (RBSs). Although RBS strength did strongly affect protein synthesis, the RBS sequence could explain less than half of the variability of the data. Protein expression was found to depend on other factors besides the strength of the RBS, including the GC content of the coding sequence. The complexity of protein synthesis in comparison to RNA synthesis was observed by the higher degree of variability associated with protein expression. This variability was also observed in an E. coli cell extract-based system. However, the coefficient of variation was larger with E. coli RNA polymerase than with T7 RNA polymerase, consistent with the increased complexity of E. coli RNA polymerase.
Keyphrases
- cell free
- gene expression
- escherichia coli
- circulating tumor
- transcription factor
- amino acid
- dna methylation
- oxidative stress
- electronic health record
- stem cells
- big data
- nucleic acid
- magnetic resonance imaging
- machine learning
- computed tomography
- protein protein
- anti inflammatory
- binding protein
- atomic force microscopy
- diffusion weighted imaging
- data analysis
- deep learning
- simultaneous determination
- heat stress