Evidence map›Paper›PMID 42369599›Full record

SynthesisFrontiers in physiology2026

Research trends and hotspots in sclerotherapy for vascular malformations: bibliometric and visual analyses.

Shanshan Li, Yanwen Liu, Chenggang Liu

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in physiology, 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

3 authors.

Shanshan LiSchool of Basic Medical Sciences, Heilongjiang University of Chinese Medicine, Harbin, China.
Yanwen LiuNanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, China.
Chenggang LiuSchool of Basic Medical Sciences, Heilongjiang University of Chinese Medicine, Harbin, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Vascular malformations are a group of congenital vascular developmental anomalies. According to the International Society for the Study of Vascular Anomalies classification, they are mainly divided into Slow-Flow and Fast-Flow lesions. Slow-Flow lesions are represented by venous malformations, lymphatic malformations, and capillary malformations; Fast-Flow lesions primarily include arteriovenous malformations and arteriovenous fistulae. As a minimally invasive interventional approach, sclerotherapy has become a first-line treatment for Slow-Flow vascular malformations; significant advances in techniques, agents, and combination therapies have been made in recent years. However, a systematic bibliometric analysis of overall research trends, knowledge structure, and frontier hotspots in this field is lacking. Methods: Using the Web of Science Core Collection and PubMed databases, we retrieved literature on sclerotherapy for vascular malformations from 2005 to 2025, including 2,040 and 1,855 articles, respectively. VOSviewer, CiteSpace and Bibliometrix were employed to analyze publication trends, collaboration networks, journal distribution, highly cited literature, keyword clustering, and burst detection. Cross-validation across the two databases was performed to enhance robustness. Results: Annual publications accelerated from 2015 and showed an explosive increase after 2020. China, the United States, and Japan were the top three publishing countries, with 535, 451, and 106 publications, respectively; the United States led in total citations. Shanghai Jiao Tong University, Shandong University, and Sungkyunkwan University were the most active institutions. Journal distribution followed Bradford's law, with Zone 1 comprising 30 journals. Three-field (three-map) analysis revealed that core authors such as Lee BB and Do YS formed dense networks with key terms and journals. LDA topic modeling identified 15 topics; evolutionary analysis indicated a field shift from traditional sclerosants toward targeted therapies, electrochemical treatments, and artificial intelligence. Burst-term analysis confirmed sirolimus and intralesional bleomycin as sustained frontiers. PubMed and WoS results were highly consistent. Discussion: This study provides the first systematic 20-year knowledge map of the field of sclerotherapy for vascular malformations. China is the most productive country, though average per-article impact remains to be improved. The field is transitioning toward targeted therapies, physicochemical synergistic approaches, and multidisciplinary comprehensive management. Future work should strengthen combined targeted-drug and sclerotherapy approaches, promote AI-assisted precision treatment, and conduct high-quality prospective clinical studies.

Indexed as

bibliometric analysisdata visualizationresearch trendssclerotherapyvascular malformations

Identifiers

PMID42369599
PMCPMC13293944

What OpenQuestion holds

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Registered trials

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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.