The goal of this research is to be able to design a receptor protein for any protein target. Furthermore, we propose that the binding event will be signaled by the appearance of enzyme activity or fluorescence. The novel binding proteins will be able to sense and report the presence of a specific protein or peptide in a mixture of others, allowing the detection of disease agents or other proteins of interest both in vivo and in vitro. The new approach takes advantage of protein folding pathways. When proteins fold, they do so in a specified order of events, and the events can be predicted based on the structure of the protein. When a protein finishes folding, its activity is immediately turned on. If we leave out one small piece of the protein so that the folding cannot finish, then the protein sits in an inactive state until the missing piece appears. Using this Leave-One- Out strategy, partially folded proteins become sensors for their missing pieces. Using computational design algorithms, a new amino acid sequence can be substituted for the left out piece. This new sequence can be from anthrax, avian flu, a cancer cell marker or any other protein. Computational substitution of the amino acids surrounding this new sequence is made possible using massively parallel computing clusters, and by dividing the design task into numerous smaller tasks based on what is known about protein folding and energy calculations. The final design is a protein that wraps around the target peptide, specifically identifying it by its complementary shape. Green fluorescent protein has been the subject of the first leave-one-out design studies and has yielded specific binding proteins that glow only when the target peptide is present. The first target was a peptide from the deadly H5N1 strain of avian flu. When the designed Leave-One-Out GFP encounters its target peptide, it finishes folding and becomes fluorescent.

Public Health Relevance

The results of this research could revolutionize protein diagnostics, replacing monoclonal antibodies as the current best means of specific protein identification. Computationally designed specific binding proteins could be used as protein therapeutics, biosensors, proteomic arrays, fluorescent probes, protein purification affinity agents, and many other applications.

Agency
National Institute of Health (NIH)
Institute
National Institute of General Medical Sciences (NIGMS)
Type
Exploratory/Developmental Grants (R21)
Project #
5R21GM088838-02
Application #
7903207
Study Section
Macromolecular Structure and Function D Study Section (MSFD)
Program Officer
Wehrle, Janna P
Project Start
2009-08-01
Project End
2012-12-31
Budget Start
2010-08-01
Budget End
2012-12-31
Support Year
2
Fiscal Year
2010
Total Cost
$178,103
Indirect Cost
Name
Rensselaer Polytechnic Institute
Department
Biology
Type
Schools of Arts and Sciences
DUNS #
002430742
City
Troy
State
NY
Country
United States
Zip Code
12180
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Rosenman, David J; Huang, Yao-ming; Xia, Ke et al. (2014) Green-lighting green fluorescent protein: faster and more efficient folding by eliminating a cis-trans peptide isomerization event. Protein Sci 23:400-10
Huang, Yao-Ming; Bystroff, Christopher (2013) Expanded explorations into the optimization of an energy function for protein design. IEEE/ACM Trans Comput Biol Bioinform 10:1176-87
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