Evidence map›Paper›PMID 39798040›Full record

ArticleDiscover oncology2025

Global research trends and emerging hotspots in nano-drug delivery systems for lung cancer: a comprehensive bibliometric analysis (1998-2024).

Cao Yu, Chong-Qi Fan, Yao-Xuan Chen, Feng Guo, Hao-Han Rao, Peng-Yu Che, Chun-Jian Zuo, Huan-Wen Chen

Abstract read
In one paragraph

Article in Discover oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
–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

6 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Review
  4. Article
  5. Review
  6. Review
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.

Cao Yu *Department of Cardiothoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, No.1, Youyi Road, Yuzhong District, Chongqing, 400010, China.
Chong-Qi Fan *Department of Cardiothoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, No.1, Youyi Road, Yuzhong District, Chongqing, 400010, China.
Yao-Xuan Chen *Department of Cardiothoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, No.1, Youyi Road, Yuzhong District, Chongqing, 400010, China.
Feng GuoDepartment of Cardiothoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, No.1, Youyi Road, Yuzhong District, Chongqing, 400010, China.
Hao-Han RaoDepartment of Cardiothoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, No.1, Youyi Road, Yuzhong District, Chongqing, 400010, China.
Peng-Yu CheDepartment of Cardiothoracic Surgery, The People's Hospital of Chongqing Hechuan, Chongqing, 410520, China.
Chun-Jian ZuoDepartment of Thoracic Surgery, Army Medical Center of People's Liberation Army of China (PLA), 10# Changjiang Branch Road, Yuzhong District, Chongqing, 400042, China. 1126026632@qq.com.
Huan-Wen ChenDepartment of Cardiothoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, No.1, Youyi Road, Yuzhong District, Chongqing, 400010, China. coolstarchw9527@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeNano-drug delivery systems (NDDS) have become a promising alternative and adjunctive strategy for lung cancer (LC) treatment. However, comprehensive bibliometric analyses examining global research efforts on NDDS in LC are scarce. This study aims to fill this gap by identifying key research trends, emerging hotspots, and collaboration networks within the field of NDDS and LC.

methodsA total of 2452 publications, spanning from 1998 to 2024, were extracted from the Web of Science Core Collection. The data were analyzed using tools such as VOSviewer, CiteSpace, and the R package 'bibliometrix'.

resultsThe analysis covered contributions from 12,539 researchers affiliated with 2689 institutions across 55 countries, with their work published in 551 different journals. Research output has increased steadily, with China and the United States leading in both publication volume and impact. Major contributors include the Chinese Academy of Sciences and Shanghai Jiao Tong University. The International Journal of Nanomedicine published the most articles, while Journal of Controlled Release ranked highest in co-citations. Kamal Dua authored the most papers, and Maeda, H. was the most frequently co-cited author. Key research areas encompass "active targeting", "drug delivery optimization", "overcoming drug resistance", "nanocarriers", and "pulmonary drug delivery". Emerging hotspots include "epithelial mesenchymal transition", "mucus penetration", "lipid nanoparticles", "hydrogels", and "immune checkpoint inhibitors".

conclusionThis bibliometric analysis, the first comprehensive study on NDDS in LC, identifies China and the United States as leading contributors in publication volume and impact. Key research areas include "active targeting" and "drug delivery optimization", with emerging hotspots such as "lipid nanoparticles" and "immune checkpoint inhibitors". These findings provide essential insights to guide future research and optimize treatment strategies.

Indexed as

Bibliometric analysisLung cancerNanocarriersNano-drug delivery systemsResearch trends

Identifiers

PMID39798040
PMCPMC11724832

What Socratic 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 Socratic graph.