bioRxivBioinformaticsPreprint
ΔGunfold leaderless, a package for high-throughput analysis of translation initiation regions (TIRs) at the transcriptome scale and for leaderless mRNA optimization
Abstract
BackgroundTranslation initiation is an essential step for fidelity of gene expression, in which the ribosome must bind to the translation initiation region (TIR) and position the initiator tRNA in the P-site (1). For this to occur correctly, the TIR encompassing the ribosome binding site (RBS) needs to be highly accessible (2-5). {Delta}Gunfold is a metric for computing accessibility of the TIR, but there is no automated way to compute it manually with existing software/tools limiting throughput. Results{Delta}Gunfold leaderless allows users to automate the {Delta}Gunfold calculation to perform high-throughput analysis. Importantly,{Delta} Gunfold leaderless allows calculation of TIRs of both leadered mRNAs and leaderless mRNAs which lack a 5 UTR and which are abundant in bacterial, archaeal, and mitochondrial transcriptomes (4, 6, 7). The ability to analyze leaderless mRNAs also allows one additional feature where users can computationally optimize leaderless mRNA TIRs to maximize their gene expression (8, 9). ConclusionsThe {Delta}Gunfold leaderless package facilitates high-throughput calculations of TIR accessibility, is designed to calculate TIR accessibility for leadered and leaderless mRNA TIRs which are abundant in bacterial/archaeal/organellar transcriptomes and allows optimization of leaderless mRNA TIRs for biotechnology.
- organism: bacteria (other)
- organism: multiple species
- assay: proteomics
- research focus: benchmarking
- research focus: software / tool
- approach: statistical model
- Citations
- 2
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