Evidence map›Paper›PMID 42798073›Full record

ArticleMedicine2026

Evolution and paradigms in ion channel and cardiac remodeling: A bibliometric analysis (1979-2024).

Xue Deng, Ziran Jia, Ting Luo, Zhen Se, Pujue Huang, Jiao Tang, Yang Zhai, Tao Wang

Abstract read
In one paragraph

Article in Medicine, 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

8 authors.

Xue DengDepartment of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, China.
Ziran JiaDepartment of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, China.
Ting LuoDepartment of Pediatrics, Xizang Hospital of West China Second University Hospital, Sichuan University & Xizang Autonomous Region Women's and Children's Hospital, Lhasa, China.
Zhen SeDepartment of Pediatrics, Xizang Hospital of West China Second University Hospital, Sichuan University & Xizang Autonomous Region Women's and Children's Hospital, Lhasa, China.
Pujue HuangDepartment of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, China.
Jiao TangDepartment of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, China.
Yang ZhaiDepartment of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, China.
Tao WangDepartment of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, China.ORCID 0000-0003-1639-5361

Funding

Medical Science Research Project of Sichuan Province S23014National Key Research and Development Program of China 2023YFC2706402Science and Technology Program of Xizang Autonomous Region XZ202501YD0006
6 · The paper itself

Abstract

objectiveThis study aims to conduct a bibliometric analysis of the literature on the role of ion channels in cardiac remodeling.

methodsArticles on ion channels and cardiac remodeling from 1979 to 2024 were retrieved from the Web of Science Core Collection (WoSCC). Bibliometric analysis and visualization utilized CiteSpace, VOSviewer, and the R package "bibliometrix." The analysis examined publication trends, citation patterns, influential journals, countries, authors, institutions, and keywords.

resultsThis study analyzed 1148 articles (1979-2024) on ion channels and cardiac remodeling, involving 6931 authors from 3709 institutions. Annual publications peaked at 82 in 2019, with the U.S. leading. The most cited paper appeared in Circulation Research (2014). Circulation published the most studies (65), while Cardiovascular Research had the strongest links. Stanley Nattel was the top author, and the University of Montreal/Montreal Heart Institute ranked highest among institutions. Research hotspots included therapeutic strategies, potassium/calcium channel remodeling, and clinical implications. Key keywords were "expression," "heart failure," and "mechanisms," with "dysfunction" exhibiting the strongest citation burst. Emerging focal points include fibrosis, oxidative stress, and microRNAs.

conclusionsFuture bibliometric trends highlight targeting ion channels as a prominent research direction, warranting further mechanistic and clinical evidence synthesis for precision therapy development.

Indexed as

BibliometricsIon ChannelsVentricular RemodelingHumansIon ChannelsBibliometric analysisCardiac remodelingHeart failureIon channelsVOSviewer

Identifiers

PMID42798073
PMCPMC13619289

What OpenQuestion holds

Textmetadata
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.