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Updated: Jun 18, 2026

Investigating Protein Sequence-structure-dynamics Relationships with Bio3D-web
Published on: July 16, 2017
Computational exploration of the network of sequence flow between protein structures
1Institute for Computational Engineering and Sciences, University of Texas at Austin, Austin, Texas 78712, USA.
Small protein sequence changes can cause large shifts between protein folds, aiding in discovering ancient structures and designing novel protein switches. This protein evolution insight reveals a dense network connecting various protein folds.
Area of Science:
- Biochemistry
- Structural Biology
- Computational Biology
Background:
- Proteins undergo conformational transitions between stable folds.
- These transitions are significant for evolutionary studies and protein design.
- Understanding sequence-structure relationships is key to protein function.
Purpose of the Study:
- To investigate how minor sequence modifications induce major protein fold transitions.
- To map the network of sequence flow between protein folds.
- To explore the evolutionary implications of protein fold plasticity.
Main Methods:
- Computation of a sequence flow network using Protein Data Bank structures.
- Analysis of network density and connectivity.
- Examination of specific protein families (e.g., Cro family) and experimentally observed fold transitions.
Main Results:
- A dense network connects protein folds, with each structure linked to numerous others.
- Proteins attracting sequences from many neighbors are often enzymes with alpha/beta folds.
- Enzyme adaptability to substrates may drive the high connectivity.
- Capacity is suggested as a key factor in protein evolution.
Conclusions:
- Small sequence changes can lead to significant protein fold changes.
- The protein fold network provides insights into evolutionary pathways and protein design.
- A kinetic model for sequence transitions between folds based on stability is proposed.
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