Evidence map›Paper›PMID 41526358›Full record

ArticleNPJ systems biology and applications2026

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

Yacong Li, Jun Liu, Xiangyun Bai, Qince Li, Dong Sui, Deyan Yang, Lei Ma, Kuanquan Wang, Henggui Zhang

Abstract read
In one paragraph

Article in NPJ systems biology and applications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Yacong LiSchool of Computer Science and Technology, Harbin Institute of Technology, Harbin, China.
Jun LiuSchool of Computer Science and Technology, Harbin Institute of Technology, Harbin, China.
Xiangyun BaiSchool of Computer Science and Technology, Xi'an University of Posts and Telecommunications, Xi'an, China.
Qince LiSchool of Computer Science and Technology, Harbin Institute of Technology, Harbin, China. qinceli@hit.edu.cn.
Dong SuiBeijing University of Civil Engineering and Architecture, Beijing, China. suidong@bucea.edu.cn.
Deyan YangDepartment of Cardiology, Peking Union Medical College Hospital, Beijing, China.
Lei MaBeijing Academy of Artificial Intelligence, Beijing, China.
Kuanquan WangSchool of Computer Science and Technology, Harbin Institute of Technology, Harbin, China.
Henggui ZhangBeijing Academy of Artificial Intelligence, Beijing, China.

Funding

National Natural Science Foundation of China 61702026National Natural Science Foundation of China 62133009the Open Project Program of State Key Laboratory of Virtual Reality Technology and Systems, Beihang University VRLAB2024A05
6 · The paper itself

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.

Indexed as

Biological ClocksGap JunctionsAction PotentialsAnimalsComputer SimulationHumansModels, CardiovascularMyocytes, Cardiac

Identifiers

PMID41526358
PMCPMC12895036

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.