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Updated: May 21, 2026

A Protocol for Computer-Based Protein Structure and Function Prediction
Published on: November 3, 2011
Accurate protein structure modeling using sparse NMR data and homologous structure information.
James M Thompson1, Nikolaos G Sgourakis, Gaohua Liu
1Department of Biochemistry, University of Washington, Seattle, WA 98195, USA.
This study introduces a novel method for protein structure modeling using NMR chemical shift data and homologous structure information. The approach enables accurate protein structure determination even with distant evolutionary relationships.
Area of Science:
- Structural Biology
- Biophysics
- Computational Biology
Background:
- Homologous structure information is crucial for X-ray crystallography but underutilized in NMR structure determination due to potential inaccuracies.
- Inaccurate evolutionary inferences or significant structural divergence can limit the utility of homologous data in NMR.
Purpose of the Study:
- To develop a robust method for modeling protein structures up to 225 residues using NMR data and homologous structures.
- To overcome limitations of using homologous information in NMR structure determination.
Main Methods:
- Combines backbone chemical shift data ((1)H(N), (13)C, (15)N) with distance restraints from homologous structures.
- Employs a physically realistic all-atom energy function for modeling.
- Validates models by comparing their energies and structural convergence against unrestrained calculations and experimental data.
Main Results:
- Accurate protein models are achieved by ensuring lower energies and structural convergence compared to unrestrained calculations.
- The method successfully models protein structures with remote homology, yielding backbone RMSDs of 1.2-1.9 Å compared to NMR ensembles.
- Achieves backbone RMSDs of 0.9-1.6 Å relative to X-ray structures for well-defined regions.
Conclusions:
- This approach enables accurate protein structure modeling using backbone chemical shift data without requiring side-chain assignments or extensive NOESY analysis.
- Facilitates robust protein structure determination even with limited or distant homology information.
- Offers a valuable tool for structural biologists and computational chemists.
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