Ringnér Markus, Krogh Morten
Complex Systems Division, Department of Theoretical Physics, Lund University, Lund, Sweden.
PLoS Comput Biol. 2005 Dec;1(7):e72. doi: 10.1371/journal.pcbi.0010072. Epub 2005 Dec 9.
Using high-throughput technologies, abundances and other features of genes and proteins have been measured on a genome-wide scale in Saccharomyces cerevisiae. In contrast, secondary structure in 5'-untranslated regions (UTRs) of mRNA has only been investigated for a limited number of genes. Here, the aim is to study genome-wide regulatory effects of mRNA 5'-UTR folding free energies. We performed computations of secondary structures in 5'-UTRs and their folding free energies for all verified genes in S. cerevisiae. We found significant correlations between folding free energies of 5'-UTRs and various transcript features measured in genome-wide studies of yeast. In particular, mRNAs with weakly folded 5'-UTRs have higher translation rates, higher abundances of the corresponding proteins, longer half-lives, and higher numbers of transcripts, and are upregulated after heat shock. Furthermore, 5'-UTRs have significantly higher folding free energies than other genomic regions and randomized sequences. We also found a positive correlation between transcript half-life and ribosome occupancy that is more pronounced for short-lived transcripts, which supports a picture of competition between translation and degradation. Among the genes with strongly folded 5'-UTRs, there is a huge overrepresentation of uncharacterized open reading frames. Based on our analysis, we conclude that (i) there is a widespread bias for 5'-UTRs to be weakly folded, (ii) folding free energies of 5'-UTRs are correlated with mRNA translation and turnover on a genomic scale, and (iii) transcripts with strongly folded 5'-UTRs are often rare and hard to find experimentally.
利用高通量技术,已在全基因组范围内对酿酒酵母中的基因和蛋白质丰度及其他特征进行了测量。相比之下,mRNA 5'-非翻译区(UTR)的二级结构仅针对少数基因进行了研究。在此,目的是研究mRNA 5'-UTR折叠自由能的全基因组调控作用。我们对酿酒酵母中所有已验证基因的5'-UTR二级结构及其折叠自由能进行了计算。我们发现5'-UTR的折叠自由能与酵母全基因组研究中测量的各种转录本特征之间存在显著相关性。特别是,5'-UTR折叠较弱的mRNA具有更高的翻译速率、相应蛋白质的丰度更高、半衰期更长、转录本数量更多,并且在热休克后上调。此外,5'-UTR的折叠自由能明显高于其他基因组区域和随机序列。我们还发现转录本半衰期与核糖体占有率之间存在正相关,对于短寿命转录本更为明显,这支持了翻译和降解之间竞争的图景。在5'-UTR折叠较强的基因中,未表征的开放阅读框大量存在。基于我们的分析,我们得出以下结论:(i)5'-UTR普遍倾向于弱折叠,(ii)5'-UTR的折叠自由能在基因组尺度上与mRNA翻译和周转相关,(iii)5'-UTR折叠较强的转录本通常很少见且难以通过实验找到。