w/ Prof. Charles L. Brooks III
University of Michigan
we are currently studying the evolution of novel enzyme function in a class of enzymes found in plants, bacteria and fungi called
sesquiterpene synthases. The attainment of new catalytic functions from an existing protein scaffold is a major force guiding
evolutionary change but one that is perhaps only beginning to be understood. Understanding the evolution of enzymatic function at a
physicochemical level requires first that probable evolutionary paths that interconvert an enzyme's specific function from one to
another be discovered and thus a functional landscape be defined. Through a landmark study of sesquiterpene synthases
(O'Maille et al., Nature Chemical Biology, 2008) from Prof. Joseph Noel's group (HHMI, Salk Institute) in which a sesquiterpene synthase with specific function was modified through nine mutations to obtain a
sesquiterpene synthase with a different specific function as well as characterizing all 512 different combinations of these nine
residues, a functional landscape underlying the evolution of sesquiterpene chemical diversity was revealed. Notably, none of the nine
residues has a direct contact with the substrate and no single amino acid is correlated with product distribution. Through a
multi-disciplinary effort involving molecular phylogenetics and molecular dynamics simulations that employ both classical force fields and hybrid
Quantum Chemical/Molecular Mechanical (QC/MM) methods, we have begun to elucidate how product specificity or alternatively promisicuity
emerges through mutations.
w/ Dr. Martin Field
Institut de Biologie Structurale
our group has been working on adding new features to the pDynamo package including fine grain
parallelization of the semiempirical molecular orbital (SMO) code, a particle mesh Ewald routine for hybrid QC/MM potential, tools for
reparameterization of SMO methods, and graphical interfaces for the construction, simulation and analysis of enzyme reaction
simulations.
w/ Prof. Agnieszka Szarecka
Grand Valley State University
we are studying the structure, function and evolution of class D beta-lactamases. These enzymes are a major source of bacterial
resistance to beta-lactam antibiotic therapies. Further understanding of their sequence-structure-function relationships would
benefit efforts to design a new generation of antibiotics as well as to predict evolutionary mechanisms in response to such therapies.
Our investigation leverages high-resolution bioinformatics analyses to identify residues that govern the maintenance and diversity of
class D beta-lactamase function and then subsequently investigates these characteristics on a more fundamental level using molecular dynamics
simulations that employ both classical force fields and hybrid
Quantum Chemical/Molecular Mechanical (QC/MM) methods.
w/ Dr. John Hempel
University of Pittsburgh
we are currently leveraging a large-scale multiple sequence alignment of the ALDH superfamily to determine amino acid residues that are
most characteristic of particular ALDH sub-families. Often these residues are responsible for substrate selectivity or possibly a
unique catalytic feature of the enzyme family. Future efforts will focus on examining the hydride transfer mechanism in several classes
of ALDH which may reveal the basis of several metabolic diseases.
2002: What Happens at the Active Site
2007: Strange Action at the Active Site