title: Robust enzyme design: bioinformatic tools for improved protein stability.
abstract: The ability of proteins and enzymes to maintain a functionally active conformation under adverse environmental conditions is an important feature of biocatalysts, vaccines, and biopharmaceutical proteins. From an evolutionary perspective, robust stability of proteins improves their biological fitness and allows for further optimization. Viewed from an industrial perspective, enzyme stability is crucial for the practical application of enzymes under the required reaction conditions. In this review, we analyze bioinformatic-driven strategies that are used to predict structural changes that can be applied to wild type proteins in order to produce more stable variants. The most commonly employed techniques can be classified into stochastic approaches, empirical or systematic rational design strategies, and design of chimeric proteins. We conclude that bioinformatic analysis can be efficiently used to study large protein superfamilies systematically as well as to predict particular structural changes which increase enzyme stability. Evolution has created a diversity of protein properties that are encoded in genomic sequences and structural data. Bioinformatics has the power to uncover this evolutionary code and provide a reproducible selection of hotspots - key residues to be mutated in order to produce more stable and functionally diverse proteins and enzymes. Further development of systematic bioinformatic procedures is needed to organize and analyze sequences and structures of proteins within large superfamilies and to link them to function, as well as to provide knowledge-based predictions for experimental evaluation.
authors.affiliation: Belozersky Institute of Physicochemical Biology and Faculty of Bioengineering and Bioinformatics, Lomonosov Moscow State University, Moscow, Russia.
authors.forename: Dmitry
authors.initials: D
authors.lastname: Suplatov
authors.forename: Vladimir
authors.initials: V
authors.lastname: Voevodin
authors.forename: Vytas
authors.initials: V
authors.lastname: Švedas
mesh_terms: D055162:Biocatalysis; D019295:Computational Biology / Q000379:methods*; D004795:Enzyme Stability; D004798:Enzymes / Q000737:chemistry* / Q000235:genetics*; D006801:Humans; D005810:Multigene Family; D059645:Mutation Rate; D011487:Protein Conformation; D013329:Structure-Activity Relationship
chemical_list: D004798:Enzymes
keywords: Biocatalytic processes; Bioinformatics; Computational biology; Protein stability; Structure-function relationship