Professor Michael Zuker and Chip Lawrence View of RPI Campus Mandelbrot Set NOS Molecule i-sites plot i-sites graph Folding of RNA Molecule
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 Protein Structure Prediction and Design

Protein Structure - Challenge of Prediction

Involved researchers: Chris Bystroff in collaboration with Mohammed Zaki, and Shekhar Garde

Introduction: Prediction of protein structure is one of the most challenging fields of bioinformatics. Protein structure is important for various aspects of basic science and applied research on proteins. For example, a number of “conformational” diseases, including Alzheimer’s, Mad Cow disease, cystic fibrosis, Parkinson’s, and Type 2 diabetes are caused by disorders of protein structure. Professor Bystroff's cutting edge research is going beyond currently used methods of detection of protein homology. It is aimed at predicting protein structure ab initio. This will help in understanding complex mechanisms of protein folding and may lead to elucidation of various protein pathologies.
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   --Bioinformatics
    --Crystallography
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Online resources in Protein Structure Prediction:

     • I-sites
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Courses: Professor Bystroff covers protein structure prediction in several courses offered at RPI: Sequence Analysis, Molecular Modeling, and X-ray Crystallography
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Prof. Bystroff's publications in Bioinformatics:

Bystroff, C. & Baker, D. (1997). Blind predictions of local protein structure in CASP2 targets using the I-sites library. Proteins Suppl 1, 167-71.

Bystroff, C. & Baker, D. (1998). Prediction of local structure in proteins using a library of sequence-structure motifs. J Mol Biol 281, 565-77.

Bystroff, C. & Garde, S. (2003). Helix propensitites of short peptides: Molecular dynamics versus Bioinformatics. Proteins 50, (in press).
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Prof. Bystroff's publications in Crystallography:
Baker, D., Bystroff, C., Fletterick, R. J. & Agard, D. A. (1993). PRISM: topologically constrained phase refinement for macromolecular crystallography.

Bystroff, C. (2001). An alternative derivation of the equations of motion in torsion space for a branched linear chain. Protein Engineering 14, 825-828.

Bystroff, C. (2003). MASKER: Improved solvent excluded molecular surface area estimations using Boolean masks. Protein Eng (in press).

Bystroff, C., Baker, D., Fletterick, R. J. & Agard, D. A. (1993). PRISM: application to the solution of two protein structures. Acta Crystallographica, Section D (Biological Crystallography) D49, pt.5, 440-8.

Bystroff, C. & Kraut, J. (1991). Crystal structure of unliganded Escherichia coli dihydrofolate reductase. Ligand-induced conformational changes and cooperativity in binding. Biochemistry 30, 2227-39.

Bystroff, C., Oatley, S. J. & Kraut, J. (1990). Crystal structures of Escherichia coli dihydrofolate reductase: the NADP+ holoenzyme and the folate.NADP+ ternary complex. Substrate binding and a model for the transition state. Biochemistry 29, 3263-77.

Goddette, D. W., Paech, C., Yang, S. S., Mielenz, J. R., Bystroff, C., Wilke, M. E. & Fletterick, R. J. (1992). The crystal structure of the Bacillus lentus alkaline protease, subtilisin BL, at 1.4 A resolution. J Mol Biol 228, 580-95.

McGrath, M. E., Erpel, T., Bystroff, C. & Fletterick, R. J. (1994). Macromolecular chelation as an improved mechanism of protease inhibition: structure of the ecotin-trypsin complex. Embo J 13, 1502-7.

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