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Updated: May 26, 2026

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An Optimized Single-Molecule Pull-Down Assay for Quantification of Protein Phosphorylation
Published on: June 6, 2022
Effects of pH on proteins: predictions for ensemble and single-molecule pulling experiments
Edward P O'Brien1, Bernard R Brooks, D Thirumalai
1Biophysics Program, Institute for Physical Science and Technology and Department of Chemistry and Biochemistry, University of Maryland, College Park, Maryland 20742, USA.
Journal of the American Chemical Society
|December 14, 2011
Summary
We developed a Molecular Transfer Model (MTM) to predict how pH and mechanical forces affect protein stability and unfolding. This model accurately forecasts protein behavior under varying conditions, aiding in experimental interpretation.
Area of Science:
- Biophysics
- Computational Biology
- Protein Chemistry
Background:
- Protein conformations are sensitive to environmental factors like pH and mechanical forces.
- Predicting changes in protein thermodynamic states requires quantitative models.
- Understanding pH effects on protein properties is crucial for interpreting experimental data.
Purpose of the Study:
- To present a framework, the Molecular Transfer Model (MTM), for predicting protein properties under varying solution conditions, specifically focusing on pH effects.
- To validate the MTM's accuracy in predicting native-state stability as a function of pH for specific proteins.
- To investigate the combined effects of mechanical force and pH on protein unfolding pathways.
Main Methods:
- Utilized the Molecular Transfer Model (MTM) incorporating molecular simulations and partition functions.
- Integrated experimentally measured pK(a) values to calculate free energy changes due to pH variations.
- Applied the MTM to predict protein responses to constant mechanical force across different pH levels.
Main Results:
- Accurate prediction of native-state stability as a function of pH for chymotrypsin inhibitor 2 (CI2) and protein G.
- Distinct phase diagrams for CI2 and protein G under varying force and pH, highlighting pH-dependent stability.
- CI2 exhibits intermediate unfolding under force at certain pH values, while protein G shows single-step, force-independent unfolding, indicating mechanical brittleness.
Conclusions:
- The MTM provides a robust framework for predicting protein behavior under diverse solution conditions, including combined force and pH effects.
- The model accurately captures pH-dependent stability and force-induced unfolding mechanisms.
- MTM facilitates the prediction of outcomes for both ensemble and single-molecule protein experiments.

