SUMMARY In all genomes, most amino acids are encoded by more than one codon. Synonymous codons can modulate protein production and folding, but the mechanism connecting codon usage to protein homeostasis is not known. Here we show that synonymous codon variants in the gene encoding gamma-B crystallin, a mammalian eye lens protein, modulate the rates of translation and co-translational folding of protein domains monitored in real time by Förster resonance energy transfer and fluorescence intensity changes. Gamma-B crystallins produced from mRNAs with changed codon bias have the same amino acid sequence, but attain different conformations as indicated by altered in vivo stability and in vitro protease resistance. 2D NMR spectroscopic data suggest that structural differences are associated with different cysteine oxidation states of the purified proteins, providing a link between translation, folding, and the structures of isolated proteins. Thus, synonymous codons provide a secondary code for protein folding in the cell.

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The molecular machinery of life relies on complex multistep processes that involve numerous individual transitions, such as molecular association and dissociation steps, chemical reactions, and mechanical movements. The corresponding transition rates can be typically measured in vitro but not in vivo. Here, we develop a general method to deduce the in-vivo rates from their in-vitro values. The method has two basic components. First, we introduce the kinetic distance, a new concept by which we can quantitatively compare the kinetics of a multistep process in different environments. The kinetic distance depends logarithmically on the transition rates and can be interpreted in terms of the underlying free energy barriers. Second, we minimize the kinetic distance between the in-vitro and the in-vivo process, imposing the constraint that the deduced rates reproduce a known global property such as the overall in-vivo speed. In order to demonstrate the predictive power of our method, we apply it to protein synthesis by ribosomes, a key process of gene expression. We describe the latter process by a codon-specific Markov model with three reaction pathways, corresponding to the initial binding of cognate, near-cognate, and non-cognate tRNA, for which we determine all individual transition rates in vitro. We then predict the in-vivo rates by the constrained minimization procedure and validate these rates by three independent sets of in-vivo data, obtained for codon-dependent translation speeds, codon-specific translation dynamics, and missense error frequencies. In all cases, we find good agreement between theory and experiment without adjusting any fit parameter. The deduced in-vivo rates lead to smaller error frequencies than the known in-vitro rates, primarily by an improved initial selection of tRNA. The method introduced here is relatively simple from a computational point of view and can be applied to any biomolecular process, for which we have detailed information about the in-vitro kinetics.

In Mycobacterium tuberculosis, the enzyme PafA is responsible for the activation and conjugation of the proteasometargeting molecule Pup to protein substrates. As the proteasomal pathway has been shown to be vital to the persistence of M. tuberculosis, understanding the reaction mechanism of PafA is critical to the design of antituberculous agents. In this study, we have developed novel techniques to study the activity of PafA and have characterized fundamental features of the reaction mechanism. We show that PafA catalyzes a two-step reaction mechanism proceeding through a ␥-glutamyl phosphate-mixed anhydride intermediate that is formed on the Cterminal glutamate of Pup before transfer of Pup to the substrate acceptor lysine. SDS-PAGE analysis of formation of the phosphorylated intermediate revealed that the rate of Pup activation matched the maximal steady-state rate of product formation in the overall reaction and suggested that Pup activation was rate-limiting when all substrates were present at saturating concentrations. Following activation, both ADP and the phosphorylated intermediate remained associated with the enzyme awaiting nucleophilic attack by a lysine residue of the target protein. The PafA reaction mechanism appeared to be noticeably biased toward the stable activation of Pup in the absence of additional substrate and required very low concentrations of ATP and Pup relative to other carboxylate-amine/ ammonia ligase family members. The bona fide nucleophilic substrate PanB showed a 3 orders of magnitude stronger affinity than free lysine, promoting Pup conjugation to occur close to the rate limit of activation with physiologically relevant concentrations of substrate.

requires remodeling of multiple, spatially distant structural components of the machine. In order to function efficiently, therefore, molecular machines likely must allosterically coordinate numerous, seemingly independent conformational rearrangements. Due to the significant technical challenges associated with characterizing their structural dynamics, however, the questions of whether and how large molecular machines coordinate such dynamics so as to maximize the efficiency with which they perform their biological functions remain exceptionally challenging to answer. Using a combination of structural and phylogenetic analyses, molecular genetics, single-molecule fluorescence resonance energy transfer, and in vitro biochemical assays, here we demonstrate that the ribosome uses cooperative conformational changes to maximize the efficiency with which it translocates and ejects its transfer RNA adaptors during protein synthesis. Interpretation of our data within the context provided by atomic-resolution ribosome structures and phylogenetic analyses of ribosomal RNA and ribosomal protein sequences leads us to propose a structurebased model for the observed cooperativity. Our results demonstrate that large, multi-component, molecular machines such as the ribosome can use networks of cooperative conformational changes to facilitate mechanical processes that would otherwise limit their catalytic rates.