Abstract

Gene expression is a fundamental cellular process by which proteins are eventually synthesized based on the information coded in the genes. This process includes four major steps: transcription of the DNA segment corresponding to a gene to mRNA molecules, the degradation of the mRNA molecules, the translation of mRNA molecules to proteins by the ribosome and the degradation of the proteins. We present an innovative quantitative study of the interaction between the gene translation stage and the mRNA degradation stage using large scale genomic data of S. cerevisiae, which include measurements of mRNA levels, mRNA half-lives, ribosomal densities and protein abundances, for thousands of genes. The reported results support the conjecture that transcripts with higher ribosomal density, which is related to the translation stage, tend to have elevated half-lives, and we suggest a novel quantitative estimation of the strength of this relation. Specifically, we show that on average, an increase of 78% in ribosomal density yields an increase of 25% in mRNA half-life, and that this relation between ribosomal density and mRNA half-life is not function specific. In addition, our analyses demonstrate that ribosomal density along the entire ORF, and not in specific locations, has a significant effect on the transcript half-life. Finally, we show that the reported relation cannot be explained by different expression levels among genes. A plausible explanation for the reported results is that ribosomes tend to protect the mRNA molecules from the exosome complexes degrading them; however, additional non-mutually exclusive possible explanations for the reported relation and experiments for their verifications are discussed in the paper.

Highlights

  • Regulation of gene expression and protein levels is the result of a series of complex intra-cellular mechanisms which involve interactions with various macromolecules.The first major step occurs in the nucleus and includes the transcription of the DNA to messenger RNA by RNA polymerase (RNAP), whilst the second major step is the translation of mRNA to protein by the ribosome in the cytoplasm [1,2,3]

  • The analyses in this study were focused on a set of 1,525 highly translated genes with reliable measurements of ribosomal densities at a single nucleotide resolution for two main reasons: First, in the case of lowly translated genes the reliability of the measurements and the signal to noise is relatively low; second, in the case of genes with very low number of ribosomes we expect that other factors other than ribosomal density will dominate the effect on mRNA half-life, significantly blurring the contribution of ribosomal density

  • We start with the coarsest question: is there any correlation between the number of ribosomes on the mRNA divided by its length and mRNA half-life? In order to answer this question, we tested whether there is a correlation between the genes’ ribosomal density (RD) [30] and mRNA HL ([6,31]; see Materials and Methods)

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Summary

Introduction

Regulation of gene expression and protein levels is the result of a series of complex intra-cellular mechanisms which involve interactions with various macromolecules.The first major step occurs in the nucleus and includes the transcription of the DNA to messenger RNA (mRNA) by RNA polymerase (RNAP), whilst the second major step is the translation of mRNA to protein by the ribosome in the cytoplasm [1,2,3]. The current study is related to the interaction between two of the gene expression stages: the translation of mRNA molecules to proteins and the degradation of mRNA molecules. In both stages intra-cellular macromolecules interact with mRNA molecules: in the case of translation, mRNA molecules are scanned by ribosomes, the elongation step includes the translation of the mRNA nucleotides (nts) triplets to amino acids [1,4,5]; the degradation step includes the digestion of the mRNA molecules by intracellular enzymes [1,6]. The current study is mainly related to the second class

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