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Sequence,Structure, and Evolution of Cellulases in Glycoside Hydrolase Family 48
Authors:Leonid O Sukharnikov  Markus Alahuhta  Roman Brunecky  Amit Upadhyay  Michael E Himmel  Vladimir V Lunin  Igor B Zhulin
Institution:From the BioEnergy Science Center and ;§Joint Institute for Computational Sciences, University of Tennessee, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831 and ;the Biosciences Center, National Renewable Energy Laboratory, Golden, Colorado 80401
Abstract:Currently, the cost of cellulase enzymes remains a key economic impediment to commercialization of biofuels (1). Enzymes from glycoside hydrolase family 48 (GH48) are a critical component of numerous natural lignocellulose-degrading systems. Although computational mining of large genomic data sets is a promising new approach for identifying novel cellulolytic activities, current computational methods are unable to distinguish between cellulases and enzymes with different substrate specificities that belong to the same protein family. We show that by using a robust computational approach supported by experimental studies, cellulases and non-cellulases can be effectively identified within a given protein family. Phylogenetic analysis of GH48 showed non-monophyletic distribution, an indication of horizontal gene transfer. Enzymatic function of GH48 proteins coded by horizontally transferred genes was verified experimentally, which confirmed that these proteins are cellulases. Computational and structural studies of GH48 enzymes identified structural elements that define cellulases and can be used to computationally distinguish them from non-cellulases. We propose that the structural element that can be used for in silico discrimination between cellulases and non-cellulases belonging to GH48 is an ω-loop located on the surface of the molecule and characterized by highly conserved rare amino acids. These markers were used to screen metagenomics data for “true” cellulases.
Keywords:Bioinformatics  Cellulase  Enzyme Structure  Metagenomics  Molecular Evolution  Horizontal Gene Transfer
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