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Updated: Aug 9, 2025

A Protocol for Computer-Based Protein Structure and Function Prediction
Published on: November 3, 2011
Pervasive, conserved secondary structure in highly charged protein regions
Catherine G Triandafillou1, Rosalind Wenshan Pan2, Aaron R Dinner3
1Department of Bioengineering, University of Pennsylvania, Philadelphia, PA.
Highly charged protein regions, often assumed disordered, frequently form structured helices. This finding challenges traditional views, highlighting the need to integrate structure and disorder in protein research.
Area of Science:
- Molecular Biology
- Structural Biology
- Biophysics
Background:
- Protein function is dictated by sequence, but understanding this link is challenging.
- Structure-based and disorder-based approaches are typically studied separately.
- Highly charged protein regions are generally presumed to be intrinsically disordered.
Approach:
- Utilized advanced structure prediction and experimental data.
- Analyzed protein regions with >40% charged residues.
- Developed a composition-based classifier to predict structure.
Key Points:
- Approximately 40% of highly charged regions form well-structured helices.
- Common disorder predictors (high charge, low hydrophobicity) are compatible with helical structures.
- A simple composition classifier outperforms traditional heuristics for structure prediction.
Conclusions:
- Helical structures are more common in charged regions than previously thought.
- Findings necessitate integrating structure and disorder perspectives.
- Characterized the conservation of these helical structures across diverse proteomes.
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