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Optimization of Synthetic Proteins: Identification of Interpositional Dependencies Indicating Structurally and/or Functionally Linked Residues
Published on: July 14, 2015
Order independent structural alignment of circularly permuted proteins
T Andrew Binkowski1, Bhaskar DasGupta, Jie Liang
1Dept. of Bioeng., Illinois Univ., Chicago, IL, USA.
Summary
We developed a novel computational method to accurately detect circularly permuted proteins, overcoming limitations of existing tools. This advance aids in understanding the genomic distribution and functional roles of these unique protein structures.
Area of Science:
- Proteomics
- Structural Biology
- Bioinformatics
Background:
- Circular permutation in proteins, where N and C termini are joined and cleavage occurs internally, generates novel folds and functions.
- Current methods for detecting circularly permuted proteins are insufficient, often missing true positives or misidentifying random repeats.
Purpose of the Study:
- To develop an efficient and accurate computational method for identifying circularly permuted proteins using structural comparisons.
- To address the challenge of unknown genomic distribution of circularly permuted proteins due to detection limitations.
Main Methods:
- Developed a novel method based on sequence-order independent alignment of protein structures.
- Employed an efficient approximation algorithm derived from solving relaxations of an integer programming formulation.
- Utilized structural comparison as the core principle for detection.
Main Results:
- The developed method rapidly identifies known circularly permuted proteins from literature.
- The new approach outperforms publicly available structural alignment servers in detecting these proteins.
- Demonstrated a significantly better approximation ratio than the theoretical worst-case for the underlying computational problem.
Conclusions:
- The novel method provides a robust solution for detecting circularly permuted proteins.
- This advancement facilitates a more comprehensive understanding of the prevalence and functional significance of circular permutation in proteomes.
- The computational approach offers improved accuracy and efficiency over existing detection strategies.
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