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LAWS: Local alignment for water sites-Tracking ordered water in simulations
Eugene Klyshko1, Justin Sung-Ho Kim1, Sarah Rauscher2
1Department of Physics, University of Toronto, Toronto, Ontario, Canada; Department of Chemical and Physical Sciences, University of Toronto Mississauga, Mississauga, Ontario, Canada.
A new method, local alignment for water sites (LAWS), accurately tracks crystallographic water sites (CWS) in molecular dynamics simulations. LAWS improves upon global alignment by focusing on local interactions, revealing conserved water sites in proteins.
Area of Science:
- Computational biology
- Structural biology
- Biophysics
Background:
- Accurate modeling of protein-water interactions is crucial for understanding protein function via molecular dynamics (MD) simulations.
- Crystallographic water sites (CWS) from X-ray crystallography can validate MD simulations, but require methods accounting for protein dynamics.
- Existing CWS analysis methods using global protein alignment introduce errors with significant structural deviations.
Purpose of the Study:
- To develop and validate a novel method for analyzing crystallographic water sites (CWS) in molecular dynamics (MD) simulations.
- To overcome limitations of global alignment methods in comparing CWS between crystal structures and MD simulations.
- To assess the stability and conservation of CWS in protein crystals and solution simulations.
Main Methods:
- Introduced the local alignment for water sites (LAWS) method, inspired by GPS multilateration.
- LAWS utilizes interaction distances between CWS and protein atoms from crystal structures to track CWS in simulations.
- Applied LAWS to MD simulations of a protein in both crystal and solution environments.
Main Results:
- LAWS identified CWS with higher water density and less perturbed protein environments compared to existing methods.
- All high-confidence CWS were preserved in the crystal simulations, highlighting the importance of crystal packing.
- A common set of CWS was identified in both crystal and solution simulations, located in pockets and coordinated by residues within the same domain.
Conclusions:
- The LAWS algorithm provides a more accurate and robust method for analyzing CWS in MD simulations.
- LAWS demonstrates the significant role of crystal packing in maintaining CWS stability.
- The identified conserved CWS suggest LAWS is valuable for studying ordered water molecules and water networks in general.
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