Evidence map›Paper›PMID 40503413›Full record

ArticleWorld journal of clinical oncology2025

Knowledge structure analysis and network visualization of tumor-associated macrophages in hepatocellular carcinoma research: A bibliometric mapping.

Ping-Li Mo, Ming Lin, Bo-Wen Gao, Shang-Bin Zhang, Jian-Ping Chen

Abstract read
In one paragraph

Article in World journal of clinical oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Ping-Li MoShenzhen Key Laboratory of Hospital Chinese Medicine Preparation, Shenzhen Traditional Chinese Medicine Hospital, The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen 518033, Guangdong Province, China.
Ming LinDepartment of Hepatology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510120, Guangdong Province, China.
Bo-Wen GaoDepartment of Traditional Chinese Medicine, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen 518107, Guangdong Province, China.
Shang-Bin ZhangShenzhen Key Laboratory of Hospital Chinese Medicine Preparation, Shenzhen Traditional Chinese Medicine Hospital, The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen 518033, Guangdong Province, China.
Jian-Ping ChenShenzhen Key Laboratory of Hospital Chinese Medicine Preparation, Shenzhen Traditional Chinese Medicine Hospital, The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen 518033, Guangdong Province, China. lycjp@126.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTumor-associated macrophages (TAMs) have demonstrated significant potential as a research and treatment approach for hepatocellular carcinoma (HCC). Nevertheless, a comprehensive quantitative analysis of TAMs in HCC remained insufficient. Therefore, the objective of this study was to employ bibliometric methods to investigate the development trends and research frontiers pertaining to this field.

aimTo determine the knowledge structure and current research hotspots by bibliometric analysis of scholarly papers pertaining to TAMs in HCC.

methodsThe present study employed the Web of Science Core Collection to identify all papers related to TAMs in HCC research. Utilizing the Analysis Platform of Bibliometrics, CiteSpace 6.2.R4, and Vosviewer 1.6.19, the study conducted a comprehensive analysis encompassing multiple dimensions such as publication quantity, countries of origin, affiliated institutions, publishing journals, contributing authors, co-references, author keywords, and emerging frontiers within this research domain.

resultsA thorough examination was undertaken on 818 papers within this particular field, published between January 1, 1985 to September 1, 2023, which has witnessed a substantial surge in scholarly contributions since 2012, with a notable outbreak in 2019. China was serving as the central hub in this field, with Fudan University leading in terms of publications and citations. Chinese scholars have taken the forefront in driving the research expansion within this field.

conclusionThe field of TAMs in HCC exhibited considerable potential, as evidenced by the promising prospects of immunotherapeutic interventions targeting TAMs for the amelioration of HCC. The emerging frontiers in this field primarily revolved around modulating the immunosuppressive characteristics of TAMs within a liver-specific immune environment, with a focus on how to counter immune evasion and reduce immune infiltration.

Indexed as

Bibliometric analysisHepatocellular carcinomaImmune evasionImmune infiltrationTumor-associated macrophages

Identifiers

PMID40503413
PMCPMC12149817

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.