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Single-trajectory Bayesian modeling reveals multi-state diffusion of the MSH sliding clamp
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  • Published: 29 April 2026

Single-trajectory Bayesian modeling reveals multi-state diffusion of the MSH sliding clamp

  • Seongyu Park1,2 na1,
  • Inho Yang1 na1,
  • Jinseob Lee3,
  • Sinwoo Kim1,
  • Juana Martín-López4,
  • Richard Fishel4,
  • Jong-Bong Lee1,3 &
  • …
  • Jae-Hyung Jeon1,2,5 

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Subjects

  • Biophysics
  • Computational biology and bioinformatics
  • Physics

Abstract

DNA mismatch repair (MMR) is an essential mechanism for preserving genomic integrity across diverse living organisms. In this process, MutS homologs (MSH) play crucial roles in detecting mismatched basepairs and recruiting downstream MMR proteins. MSH exhibits distinct functions and diffusion dynamics before and after mismatch recognition. The ADP-bound MSH, known as the searching clamp, scans DNA via rotational diffusion along the backbone, while ATP binding produces a stable sliding clamp. Recent experiments have challenged the conventional view that the ATP-bound clamp performs a simple Brownian motion. Here, we investigate the diffusion dynamics of the ATP-bound MSH sliding clamp using single-particle tracking and a Bayesian diffusion-state analysis framework. Our quantitative modeling reveals that the diffusion characteristics defy explanation by a single-state diffusion mechanism. Instead, we identify three discrete diffusion states with distinct coefficients (D1 = 1.86 × 10−2 μm2/s, D2 = 1.30 × 10−1 μm2/s, and D3 = 9.64 × 10−1 μm2/s) and cross-state transitions predominantly mediated via the intermediate D2-state. We propose that these multi-state dynamics reflect conformational switching in the MSH clamp, highlighting a more intricate and regulated diffusion mechanism than previously recognized.

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Acknowledgements

We thank Taegeun Song for helpful discussions during the development of our single-trajectory Bayesian inference tool. This work was supported by the National Research Foundation (NRF) of Korea, Grant No. 2021R1A6A1A10042944 & No. RS-2023-00218927.

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Author notes
  1. These authors contributed equally: Seongyu Park, Inho Yang.

Authors and Affiliations

  1. Department of Physics, Pohang University of Science and Technology (POSTECH), Pohang, Republic of Korea

    Seongyu Park, Inho Yang, Sinwoo Kim, Jong-Bong Lee & Jae-Hyung Jeon

  2. Institute for Theoretical Science, POSTECH, Pohang, Republic of Korea

    Seongyu Park & Jae-Hyung Jeon

  3. Division of Interdisciplinary Bioscience and Bioengineering, POSTECH, Pohang, Republic of Korea

    Jinseob Lee & Jong-Bong Lee

  4. Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center, Columbus, OH, USA

    Juana Martín-López & Richard Fishel

  5. Asia Pacific Center for Theoretical Physics (APCTP), Pohang, Republic of Korea

    Jae-Hyung Jeon

Authors
  1. Seongyu Park
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  2. Inho Yang
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  8. Jae-Hyung Jeon
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Corresponding authors

Correspondence to Jong-Bong Lee or Jae-Hyung Jeon.

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Cite this article

Park, S., Yang, I., Lee, J. et al. Single-trajectory Bayesian modeling reveals multi-state diffusion of the MSH sliding clamp. npj Syst Biol Appl (2026). https://doi.org/10.1038/s41540-026-00715-1

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  • Received: 10 October 2025

  • Accepted: 05 April 2026

  • Published: 29 April 2026

  • DOI: https://doi.org/10.1038/s41540-026-00715-1

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