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Investigating Protein Sequence-structure-dynamics Relationships with Bio3D-web
Published on: July 16, 2017
ShiftCrypt: a web server to understand and biophysically align proteins through their NMR chemical shift values.
Gabriele Orlando1,2, Daniele Raimondi3, Luciano Porto Kagami1
1Interuniversity Institute of Bioinformatics in Brussels, ULB-VUB, Triomflaan, Brussels 1050, Belgium.
Nuclear magnetic resonance (NMR) chemical shifts reveal protein behavior. The ShiftCrypt method simplifies this complex data into a single value, aiding protein analysis and alignment.
Area of Science:
- Biophysics
- Structural Biology
- Computational Chemistry
Background:
- Nuclear magnetic resonance (NMR) spectroscopy is crucial for studying protein behavior in solution.
- NMR chemical shifts provide detailed insights into local atomic environments, amino acid residue dynamics, and protein conformation.
- Analyzing the complex, multi-dimensional information within chemical shifts is challenging.
Purpose of the Study:
- To introduce the ShiftCrypt web server, a tool for simplifying NMR chemical shift analysis.
- To make the ShiftCrypt method, which compresses chemical shift data, easily accessible to researchers.
- To enable biophysically-based protein alignment using ShiftCrypt values.
Main Methods:
- The ShiftCrypt method utilizes a neural network auto-encoder architecture.
- The web server accepts chemical shift data in NMR Exchange Format (NEF) or NMR-STAR.
- Protein alignment is performed using Dynamic Time Warping on ShiftCrypt values, with optional inclusion of amino acid information.
Main Results:
- ShiftCrypt compresses per-amino acid chemical shift information into a single, interpretable, amino acid-type independent value.
- The web server visualizes ShiftCrypt results and provides API access.
- The server facilitates pairwise protein alignment, particularly for disordered regions.
Conclusions:
- The ShiftCrypt web server provides a user-friendly platform for analyzing complex NMR chemical shift data.
- The method and server offer novel applications in protein biophysical characterization and sequence alignment.
- The ShiftCrypt approach enhances the interpretability of NMR data for structural biology research.
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