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Updated: Sep 15, 2025

Optimization of Synthetic Proteins: Identification of Interpositional Dependencies Indicating Structurally and/or Functionally Linked Residues
Published on: July 14, 2015
ProGuide: a flexible framework for modeling global conformational rearrangements in proteins using DEER-derived
Julian D Grosskopf1, Peter Kasson2, Michael T Lerch1
1Department of Biophysics, Medical College of Wisconsin, Milwaukee, WI 53226, USA.
ProGuide is a new computational framework that models protein structures using double electron-electron resonance (DEER) spectroscopy data. It accurately captures large conformational changes and reveals novel structures, advancing protein dynamics research.
Area of Science:
- Structural Biology
- Biophysics
- Computational Chemistry
Background:
- Protein conformational heterogeneity is critical for function, necessitating experimental methods to visualize distinct states.
- Double electron-electron resonance (DEER) spectroscopy provides long-range distance information between spin labels, resolving protein conformations.
- Computational modeling of protein backbone rearrangements using DEER distance restraints is challenging due to spin label rotameric flexibility.
Purpose of the Study:
- To introduce ProGuide, a novel computational framework for generating accurate protein structural models guided by DEER distance distribution data.
- To address the challenge of modeling protein backbone rearrangements and spin label rotameric flexibility in DEER-guided modeling.
- To apply ProGuide to a G protein-coupled receptor (GPCR) to reveal distinct conformational states.
Main Methods:
- ProGuide utilizes iterative, experimentally biased molecular dynamics simulations to capture large conformational rearrangements.
- Spin-label rotameric heterogeneity is modeled using chiLife, and Cα changes are calculated to match experimental DEER distributions.
- A selection process generates an ensemble of models that best recapitulates the DEER data.
Main Results:
- ProGuide successfully generated accurate structural models for the angiotensin II type 1 receptor (AT1R) using published DEER data.
- The models revealed distinct Gq- and β-arrestin-biased conformations, including a novel β-arrestin-biased state.
- Structural insights into tertiary rearrangements and residue-level changes in microswitch motifs were obtained.
Conclusions:
- ProGuide effectively models protein conformational rearrangements using DEER-derived distance restraints.
- The framework demonstrates power and flexibility in investigating large, complex proteins.
- This approach advances the ability to generate complete structural models of multiple protein conformations.
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