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A Protocol for Computer-Based Protein Structure and Function Prediction
Published on: November 3, 2011
A hierarchical protein folding scheme based on the building block folding model
Nurit Haspel1, Gilad Wainreb, Yuval Inbar
1Department of Exact Sciences, School of Computer Science, Tel Aviv University, Tel Aviv, Israel.
Methods in Molecular Biology (Clifton, N.J.)
|September 8, 2006
Summary
The protein folding model uses building blocks (BBs) to predict native protein structure. This semi ab-initio method cuts sequences into BBs, assembles them, and refines the structure for protein design.
Area of Science:
- Computational biology
- Structural biology
- Biophysics
Background:
- The protein folding problem remains a significant challenge in structural biology.
- The building block (BB) model proposes that proteins fold via assembly of independent structural units.
- Understanding protein folding is crucial for predicting structure and function.
Purpose of the Study:
- To present a novel three-stage semi ab-initio protein structure prediction scheme based on the BB model.
- To demonstrate the feasibility and potential of this approach for predicting protein structures.
- To explore the application of the BB model in protein design.
Main Methods:
- Sequence segmentation into structurally assigned building blocks (BBs).
- Combinatorial assembly of BBs to predict their 3D arrangement.
- Refinement and ranking of predicted BB assemblies.
Main Results:
- The proposed scheme offers a promising approach to reduce the complexity of protein structure prediction.
- The method provides insights into the protein folding process.
- The BB model shows potential for application in protein design.
Conclusions:
- The three-stage prediction scheme effectively utilizes the BB model for protein structure prediction.
- This approach simplifies the protein folding problem and aids in understanding folding mechanisms.
- The BB model has significant implications for future protein design strategies.
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Proteins are chains of amino acids linked together by peptide bonds. Upon synthesis, a protein folds into a three-dimensional conformation, critical to its biological function. Interactions between its constituent amino acids guide protein folding, and hence the protein structure is primarily dependent on its amino acid sequence.
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Proteins perform a wide range of biological functions such as catalyzing chemical reactions, providing...
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Proteins are polymers of amino acid residues. They are versatile and responsible for different cellular functions, including DNA replication, molecular transport, catalysis, and structural support. Proteins have a hierarchical structure comprising at least three levels of organization: primary, secondary, and tertiary structure. Some large proteins have a quaternary structure where individual protein subunits are linked together.
The primary structure of a protein is its amino acid sequence.
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