Education
The University of Texas at Austin
- 1991-1996 Bachelor of Science in Physics
- 1997-1999 Master of Arts in Physics
- 1999-2002 Ph.D. in Physics
The University of Texas at Austin
Mattie Allen Broyles Inaugural Year Research Chair (2007-2008)
T. C. Messina and D. S. Talaga, "Shallow free energy landscapes remodelled by ligand binding in glucose/galactose binding protein," Biophys. J. accepted (2007).
Enteric bacteria use glucose/galactose binding protein (GGBP) in separate pathways to actively transport methylgalactosides across the cell membrane and to chemically sense them as part of the swimming regulatory scheme. Crystallographic and bulk steady-state experiments have been reported for GGBP. Binding of glucose has been described both by a single and by multiple binding constants. GGBP undergoes large dynamic structural fluctuations that are decreased, but not eliminated upon binding of glucose. Thermodynamic characterisation of the structural changes associated with ligand recognition and protein-complex docking can be difficult and detailed understanding of the role of conformation in ligand binding and delivery to the cytosol or activation of the methyl accepting chemotaxis protein Trg are not well characterised.


The interpretation of single-molecule measurements is greatly complicated by the presence of multiple fluorescent labels. However, many molecular systems of interest consist of multiple interacting components. We address this issue using multiply-labeled dextran polymers that we intentionally photobleach to the background on a single molecule basis. Hidden Markov models allow unsupervised analysis of the data to determine the number of fluorescent subunits involved in the fluorescence intermittency of the 6-carboxy-tetramethylrhodamine labels by counting the discrete steps in fluorescence intensity. The Bayes information criterion allows us to distinguish between hidden Markov models that differ by number of states, i.e., number of fluorescent molecules. We determine information-theoretical limits and show via Monte Carlo simulations that the hidden Markov model analysis approaches these theoretical limits. This technique has resolving power of one fluorescing unit up to as many as 30 fluorescent dyes with the appropriate choice of dye and adequate detection capability. We discuss the general utility of this method for determining aggregation-state distributions as could appear in many biologically important systems and its adaptability to general photometric experiments.

I am currently using HMM to analyze Langevin dynamics on a double-well potential. These HMM use lifetime and the known potential of mean force to reconstruct the photon trajectory for a protein labeled with two chromophores. The goal is to identify limits of barrier heights, friction coefficients, Forster distance, and potential curvature for trajectory reconstruction.

Using IMPACT, I am performing umbrella-potential sampling and replica exchange molecular dynamics simulations of GGBP. In the absence of crystallographic data, one can steer the protein conformation and systematically search for and minimize the energy of conformational structures along a sensible pathway. Once the minimized structures are obtained, molecular dynamics simulations will populate the structures, and from the relative populations, one can extract the potential of mean force on a two-dimensional (theta, phi) coordinate system. Shown in the image are contour plots of the populations (~ PMFs) of ribose binding protein (RBP), which is nearly homologous to GGBP. The top contour is ribose-free and the bottom contour is ribose-bound. There are clearly three distinct populations as we observed in bulk fluorescence measurements of GGBP. The contour plots are from Prof. Ron Levy's publication:

Sometimes commercially available chromophores are not perfectly suited for the experiment one wishes to do. In my case, I want an extremely solvatochromic chromophore so that I can perform a single covalent labeling near the binding center of GGBP that will report local motions corresponding to global protein rearrangements upon glucose/galactose binding. The chromophore needs to be excitable preferably in the blue to green spectrum (optimal for Ti:Al2O3 lasers). Nile Red is an excellent dye in this case, however, there is no commercially available form that is thiol-reactive (covalent bonding to cysteine amino acid sidechain).


