Department of Computational and Systems Biology, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA; Pittsburgh Center for Evolutionary Biology and Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA.
Department of Computational and Systems Biology, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA; Pittsburgh Center for Evolutionary Biology and Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA; Integrative Systems Biology Program, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA.
Cell Syst. 2023 May 17;14(5):363-381.e8. doi: 10.1016/j.cels.2023.04.002. Epub 2023 May 9.
Translation is the process by which ribosomes synthesize proteins. Ribosome profiling recently revealed that many short sequences previously thought to be noncoding are pervasively translated. To identify protein-coding genes in this noncanonical translatome, we combine an integrative framework for extremely sensitive ribosome profiling analysis, iRibo, with high-powered selection inferences tailored for short sequences. We construct a reference translatome for Saccharomyces cerevisiae comprising 5,400 canonical and almost 19,000 noncanonical translated elements. Only 14 noncanonical elements were evolving under detectable purifying selection. A representative subset of translated elements lacking signatures of selection demonstrated involvement in processes including DNA repair, stress response, and post-transcriptional regulation. Our results suggest that most translated elements are not conserved protein-coding genes and contribute to genotype-phenotype relationships through fast-evolving molecular mechanisms.
翻译是核糖体合成蛋白质的过程。核糖体图谱分析最近揭示,许多以前被认为是非编码的短序列广泛被翻译。为了在这个非典型的翻译组中鉴定蛋白质编码基因,我们将一个用于极其敏感的核糖体图谱分析的综合框架 iRibo 与针对短序列的强大选择推断相结合。我们构建了一个包含 5400 个典型和近 19000 个非典型翻译元件的酿酒酵母参考翻译组。只有 14 个非典型元件在可检测的纯化选择下进化。缺乏选择特征的翻译元件的一个代表性子集证明参与了包括 DNA 修复、应激反应和转录后调控在内的过程。我们的结果表明,大多数翻译元件不是保守的蛋白质编码基因,并且通过快速进化的分子机制为基因型-表型关系做出贡献。