Biotechnology for Biofuels · 2015 · 251 citations · 100 references
Life SciencesBiochemistryBioengineeringBiocatalysisCarbohydrate ChemistryEnzymologyBiofuel ProductionBiomass ConversionCatalytic MechanismsCellulose BiochemistryEnzymatic CatalysisEnzyme-substrate RecognitionCellulase EnzymesCellulose HydrolysisCellulose InteractionsEnzymatic HydrolysisLignin ChemistryLignocellulosic Biomass ConversionLignocellulosic Biomass PretreatmentMolecular Simulation Analysis
BACKGROUND: The conversion of plant biomass to ethanol via enzymatic cellulose hydrolysis offers a potentially sustainable route to biofuel production. However, the inhibition of enzymatic activity in pretreated biomass by lignin severely limits the efficiency of this process. RESULTS: By performing atomic-detail molecular dynamics simulation of a biomass model containing cellulose, lignin, and cellulases (TrCel7A), we elucidate detailed lignin inhibition mechanisms. We find that lignin binds preferentially both to the elements of cellulose to which the cellulases also preferentially bind (the hydrophobic faces) and also to the specific residues on the cellulose-binding module of the cellulase that are critical for cellulose binding of TrCel7A (Y466, Y492, and Y493). CONCLUSIONS: Lignin thus binds exactly where for industrial purposes it is least desired, providing a simple explanation of why hydrolysis yields increase with lignin removal.
100
VMD: Visual molecular dynamics
William Humphrey, Andrew Dalke, Klaus Schulten · Journal of Molecular Graphics · 1996 · 66.6K citations
Matplotlib: A 2D Graphics Environment
John D. Hunter · Computing in Science & Engineering · 2007 · 39.6K citations
Molecular dynamics with coupling to an external bath
Herman J. C. Berendsen, Johan P. M. Postma, Wilfred F. van Gunsteren et al. · The Journal of Chemical Physics · 1984 · 31K citations · Full text
Natural Sciences, Chemistry, Physics +17
Canonical sampling through velocity rescaling
Giovanni Bussi, Davide Donadio, Michele Parrinello · The Journal of Chemical Physics · 2007 · 18.4K citations · Full text
Natural Sciences, Chemistry, Physics +17