Mean of the Typical Decoding Rates: A New Translation Efficiency Index Based on the Analysis of Ribosome Profiling Data

被引:38
|
作者
Dana, Alexandra [1 ]
Tuller, Tamir [1 ,2 ]
机构
[1] Tel Aviv Univ, Fac Engn, Dept Biomed Engn, IL-69978 Ramat Aviv, Israel
[2] Tel Aviv Univ, Segol Sch, IL-69978 Ramat Aviv, Israel
来源
G3-GENES GENOMES GENETICS | 2015年 / 5卷 / 01期
关键词
codon decoding rate; codon usage bias; gene translation; ribosome profiling; transcript evolution; CODON USAGE BIAS; REVEALS; TRANSCRIPTOME; ARCHITECTURE; ADAPTATION; EXPRESSION; INITIATION; EVOLUTION; PROTEOME; SITES;
D O I
10.1534/g3.114.015099
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Gene translation modeling and prediction is a fundamental problem that has numerous biomedical implementations. In this work we present a novel, user-friendly tool/index for calculating the mean of the typical decoding rates that enables predicting translation elongation efficiency of protein coding genes for different tissue types, developmental stages, and experimental conditions. The suggested translation efficiency index is based on the analysis of the organism's ribosome profiling data. This index could be used for example to predict changes in translation elongation efficiency of lowly expressed genes that usually have relatively low and/or biased ribosomal densities and protein levels measurements, or can be used for example for predicting translation efficiency of new genetically engineered genes. We demonstrate the usability of this index via the analysis of six organisms in different tissues and developmental stages. Distributable cross platform application and guideline are available for download at: hcp://www.cc tauccilistamirtul/MTDR/MTDRBInstaChtml
引用
收藏
页码:73 / 80
页数:8
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