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Updated: Feb 13, 2026

Paramagnetic Relaxation Enhancement for Detecting and Characterizing Self-Associations of Intrinsically Disordered Proteins
Published on: September 23, 2021
Resolving Conformational Heterogeneity in Intrinsically Disordered Proteins via Experimentally Guided Multi-Replica
Wangfei Yang1, Sichun Yang2, Wenwei Zheng1,3
1College of Integrative Sciences and Arts, Arizona State University; Mesa, AZ 85212, USA.
We developed a new method to map protein shapes, revealing hidden states in disordered proteins. This approach integrates multiple experimental data types to accurately model protein dynamics.
Area of Science:
- Structural Biology
- Computational Biology
- Biophysics
Background:
- Intrinsically disordered proteins (IDPs) possess dynamic conformational landscapes that are challenging to characterize due to ensemble averaging in experimental data.
- Understanding IDP conformational ensembles is crucial for elucidating their diverse biological functions.
Purpose of the Study:
- To present Multi-replica Averaged Restraint Simulation (MARS), a novel data-driven framework for reconstructing IDP conformational landscapes.
- To validate MARS using the estrogen receptor alpha N-terminal domain (ERα-NTD) and integrate diverse biophysical data.
Main Methods:
- MARS enforces ensemble-averaged restraints across multiple simulation replicas without prior structural assumptions.
- Simultaneously integrated small-angle X-ray scattering (SAXS) and six paramagnetic relaxation enhancement (PRE) profiles, providing over 600 pairwise restraints.
- Generated conformational ensembles quantitatively fitting all experimental input data.
Main Results:
- The MARS-derived ensemble for ERα-NTD accurately reproduced experimental data, including backbone relaxation measurements.
- Identified two distinct conformational states: a predominant extended state and a functionally relevant, low-populated compact state.
- Demonstrated that SAXS and PRE data provide orthogonal global and local structural constraints, respectively.
Conclusions:
- MARS successfully reconstructs complex conformational landscapes of IDPs by integrating orthogonal experimental data.
- The framework resolves both dominant and rare functional states, offering insights into IDP mechanisms.
- MARS provides a scalable and powerful approach for structural characterization of dynamic biological molecules.
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