journal article·2026-03-17Open access

Direct Measurement of Protein Pair Interaction Potential

Ekaterina Poliukhina, Quy Ong, Davide Demurtas, Emiko Uchikawa, Notash Shafie, Francesco Stellacci

ACS Nano· Volume 20· Issue 10

Abstract

A direct and unambiguous method for obtaining the pair interaction potential (PIP) of proteins does not currently exist. All existing approaches require solving an inverse problem, which always allows for alternative solutions. Here, we report a straightforward method for obtaining the PIP directly from experimentally determined three-dimensional spatial distributions of proteins. The approach is based on improvements to a recently developed method for determining the potential of mean force for nanoparticles using cryogenic electron tomography (cryo-ET). For the protein PIP, we find good agreement between the structure factor computed from cryo-ET positions and that obtained from small-angle X-ray scattering of protein solutions. We apply a novel subvolume method to compute Kirkwood-Buff integrals and show that the second virial coefficients calculated from the cryo-ET tomograms closely match those obtained experimentally from analytical ultracentrifugation. Both results validate our approach for deriving the PIP and indicate that the vitrified state matches the solution state. The generality of our validated approach is demonstrated for several small proteins with different structures and molecular weights, and under various experimental conditions, including changes in salt concentration, temperature, and pH. Our method does not require assumptions about protein shape or the analytical form of the interaction potential.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Advanced Electron Microscopy Techniques and Applications · Force Microscopy Techniques and Applications · Enzyme Structure and Function

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Laboratory of Supramolecular Nanomaterials and Interfaces

Ecole Polytechnique Fédérale de Lausanne (EPFL)

Interdisciplinary Centre for Electron Microscopy (CIME)

Swiss Federal Institute of Technology Lausanne (EPFL)

Dubochet Center for Imaging (DCI)

Ecole Polytechnique Fédérale de Lausanne (EPFL) and University of Lausanne

Institute of Bioengineering, École Polytechnique Fédérale de Lausanne (EPFL), Station 12, Lausanne 1015, Switzerland

Global Health Institute, École Polytechnique Fédérale de Lausanne (EPFL), Station 12, Lausanne 1015, Switzerland

Funding

Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung

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