Evidence map›Paper›PMID 40453086›Full record

SynthesisFrontiers in immunology2025

Emerging research themes in ferroptosis research for non-small cell lung cancer: a bibliometric and visualized analysis.

Wenbo Zhang, Jianwei Gu, Yong Chen, Guolu Jiang, Diego Gonzalez-Rivas, Minjie Ma, Chang Chen

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Ferroptosis-induced immune modulation: a new frontier in glioblastoma therapy.Naunyn-Schmiedeberg's archives of pharmacology · 2026
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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

7 authors.

Wenbo ZhangSchool of Traditional Chinese and Western Medicine, Gansu University of Chinese Medicine, Lanzhou, China.
Jianwei GuSchool of Traditional Chinese and Western Medicine, Gansu University of Chinese Medicine, Lanzhou, China.
Yong ChenDepartment of Pulmonary and Critical Care Medicine, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Guolu JiangDepartment of Pulmonary and Critical Care Medicine, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Diego Gonzalez-RivasDepartment of Thoracic Surgery, The First Hospital of Lanzhou University, Lanzhou, China.
Minjie Ma *Department of Thoracic Surgery, The First Hospital of Lanzhou University, Lanzhou, China.
Chang Chen *School of Traditional Chinese and Western Medicine, Gansu University of Chinese Medicine, Lanzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Ferroptosis, an iron-dependent form of regulated cell death, has garnered significant attention as a potential therapeutic target in oncology due to its unique mechanism involving lipid peroxidation and reactive oxygen species accumulation. In non-small cell lung cancer (NSCLC), ferroptosis offers promising strategies to overcome drug resistance and enhance the efficacy of existing therapies. While the literature on ferroptosis in NSCLC has expanded rapidly over the past decade, a comprehensive understanding of its research trends, global collaboration patterns, and emerging hotspots remains lacking. Objective: This study employs bibliometric and visualized analysis to systematically evaluate global research trends, influential contributors, and thematic evolution in ferroptosis research for NSCLC. The findings aim to guide future investigations and promote interdisciplinary collaborations. Methods: Data were extracted from the Web of Science Core Collection on December 24, 2024. Bibliometric tools including VOSviewer, CiteSpace, and GraphPad Prism were used to analyze publication trends, citation patterns, collaborative networks, and research hotspots. Key indicators such as publication output, geographic contributions, institutional performance, and keyword co-occurrence were visualized to elucidate the field's development. Results: A total of 964 publications from 52 countries and regions were analyzed, with China and the United States emerging as the most influential contributors. Chinese institutions such as Fudan University and Central South University led in publication output, while US-based authors had the highest citation impact. Research hotspots included ferroptosis mechanisms, biomarkers, oxidative stress, immunotherapy, and drug resistance. Keyword and citation analyses reveal an increasing emphasis on integrating ferroptosis inducers with immune checkpoint inhibitors and leveraging nanomedicine for targeted therapy. Conclusion: This bibliometric analysis highlights the rapid expansion of ferroptosis research in NSCLC, revealing key contributors, global trends, and emerging areas of focus. The integration of ferroptosis with immunotherapy and precision medicine holds immense promise for advancing NSCLC treatment. Future research should prioritize international collaboration, explore resistance mechanisms, and harness advanced technologies such as nanomedicine and artificial intelligence to maximize therapeutic potential.

Indexed as

Biomedical ResearchCarcinoma, Non-Small-Cell LungFerroptosisLung NeoplasmsBibliometricsHumansbibliometricsbiomarkersdrug resistanceferroptosisimmunotherapynanomedicinenon-small cell lung cancer

Identifiers

PMID40453086
PMCPMC12122432

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.