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Database algorithm for generating protein backbone and side-chain co-ordinates from a C alpha trace application to
Journal of Molecular Biology
|March 5, 1991
Summary
This study introduces an automated method for generating protein atomic coordinates from a C-alpha trace and amino acid sequence. The MaxSprout program accurately reconstructs protein backbones and side-chains, aiding in protein structure determination and design.
Area of Science:
- Computational Biology
- Structural Biology
- Biophysics
Background:
- Protein structure determination is complex, involving techniques like crystallography and NMR spectroscopy.
- Accurate protein models are crucial for structure determination, homology modeling, and protein design.
- Generating all-atom protein models from simplified representations (e.g., C-alpha trace) remains a challenge.
Purpose of the Study:
- To develop an automated procedure for generating full protein atomic coordinates from a C-alpha trace and amino acid sequence.
- To provide a computational tool that assists in protein structure determination and design.
Main Methods:
- A protein structure database is searched for fragments matching the C-alpha trace.
- A best path algorithm selects optimal backbone segments with minimal joint mismatches.
- Side-chains are added using a Monte Carlo procedure with simulated annealing and a rotamer library.
Main Results:
- Backbone reconstruction achieved 0.4-0.6 Å root-mean-square position deviation, with minimal peptide flips.
- Side-chain atom positions in the protein core showed 1.6 Å accuracy (r.m.s. deviation).
- 70% of chi 1 angles were within 30 degrees of experimental structures for X-ray structures >2.5 Å resolution.
Conclusions:
- The developed method accurately generates protein backbone and side-chain coordinates.
- The accuracy is sufficient for identifying potential errors in existing protein coordinate sets.
- The MaxSprout program offers a valuable tool for computational protein structure analysis and design.