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Mechanisms of rectified gap junctional coupling enhancing pacemaking activity of biologically engineered pacemaker cells
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  • Published: 12 January 2026

Mechanisms of rectified gap junctional coupling enhancing pacemaking activity of biologically engineered pacemaker cells

  • Yacong Li1,2,
  • Jun Liu1,
  • Xiangyun Bai3,
  • Qince Li1,
  • Dong Sui4,
  • Deyan Yang5,
  • Lei Ma2,6,
  • Kuanquan Wang1 &
  • …
  • Henggui Zhang2 

npj Systems Biology and Applications , Article number:  (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Biophysics
  • Computational biology and bioinformatics

Abstract

Bio-pacemakers offer a potential alternative to electronic devices, yet their stable implementation at cellular and tissue levels remains unresolved. In this computational study, we aimed to investigate possible effects of the electrotonic interaction between cardiac cells and the spatial distribution of the bio-pacemaker on the initiation and conduction of cardiac pacemaking action potentials to surrounding quiescent cardiac tissues. Simulation results demonstrated that (i) a combination of weak gap junctional electrical coupling among PMs; and (ii) rectified coupling arising from heterotypic gap junction expressions between the PM and ventricle yielded the best stable and robust bio-pacemaker for pacing and driving surrounding ventricular tissue. Furthermore, Isolated or septal placement improved ventricular pacing efficacy. This study adopts a digital health approach, providing an important theoretical foundation for the simulation of new clinical therapies.

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Data availability

This study is based on computational simulations, and all data can be derived analytically from the equations presented. The relevant mathematical formulations and derivation steps are provided in the Supplementary Materials.

Code availability

The computational code used in this study was developed for research purposes and is available from the corresponding author upon reasonable request.

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Acknowledgements

This work was supported by the National Natural Science Foundation of China (NSFC) under Grant No. 62133009 and No. 61702026, and the Open Project Program of State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, under Grant No. VRLAB2024A05.

Author information

Authors and Affiliations

  1. School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China

    Yacong Li, Jun Liu, Qince Li & Kuanquan Wang

  2. Beijing Academy of Artificial Intelligence, Beijing, China

    Yacong Li, Lei Ma & Henggui Zhang

  3. School of Computer Science and Technology, Xi’an University of Posts and Telecommunications, Xi’an, China

    Xiangyun Bai

  4. Beijing University of Civil Engineering and Architecture, Beijing, China

    Dong Sui

  5. Department of Cardiology, Peking Union Medical College Hospital, Beijing, China

    Deyan Yang

  6. National Biomedical Imaging Center, Peking University, Beijing, China

    Lei Ma

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Contributions

Conceptualisation: Qince Li, Henggui Zhang; Data curation: Yacong Li, Dong Sui; Formal analysis: Yacong Li, Xiangyun Bai; Funding acquisition: Yacong Li, Dong Sui, Qince Li; Investigation: Yacong Li, Dong Sui, Deyan Yang; Methodology: Yacong Li, Jun Liu, Xiangyun Bai, Qince Li; Project administration: Lei Ma, Kuanquan Wang, Henggui Zhang; Resources: Yacong Li, Qince Li, Lei Ma; Software: Yacong Li, Xiangyun Bai, Dong Sui; Supervision: Kuanquan Wang, Henggui Zhang; Validation: Yacong Li, Deyan Yang; Visualisation: Yacong Li, Dong Sui; Writing – original draft: Yacong Li, Jun Liu, Xiangyun Bai, Dong Sui; Writing – review & editing: Qince Li, Lei Ma, Kuanquan Wang, Henggui Zhang.

Corresponding authors

Correspondence to Qince Li or Dong Sui.

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Li, Y., Liu, J., Bai, X. et al. Mechanisms of rectified gap junctional coupling enhancing pacemaking activity of biologically engineered pacemaker cells. npj Syst Biol Appl (2026). https://doi.org/10.1038/s41540-025-00646-3

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  • Received: 16 April 2025

  • Accepted: 30 December 2025

  • Published: 12 January 2026

  • DOI: https://doi.org/10.1038/s41540-025-00646-3

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