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Updated: Oct 1, 2025

Global and Current Research Trends of Single-Cell Sequencing in Cancer: A Bibliometric and Visualization Study
Published on: April 18, 2025
A Bibliometric Analysis Based on Web of Science: Current Perspectives and Potential Trends of SMAD7 in Oncology
Xueying Huang1, Zhiying Yang1,2, Jinning Zhang1
1Department of Histology and Embryology, Xiangya School of Medicine, Central South University, Changsha, China.
Abstract:
Background: The number of publications on SMAD7 in the field of oncology is increasing rapidly with an upward tendency. In most cases, the mechanisms of carcinogenesis usually relate to disorders of signaling activity. Considering the crucial role of SMAD7 in the crosstalk of multiple signaling pathways, it is necessary to clarify and define the dominant research topics, core authors, and their cumulative research contributions, as well as the cooperative relationships among documents or researchers. Methods: Altogether, 3477 documents were retrieved from the Web of Science Core Collection with the following criteria: TS= (SMAD7 OR SMAD7-protein OR Small-Mothers-Against-Decapentaplegic-7) refined by WEB OF SCIENCE CATEGORY (ONCOLOGY) AND [excluding] PUBLICATION YEARS (2021) AND DOCUMENT TYPES (ARTICLE OR REVIEW) AND LANGUAGES (ENGLISH) AND WEB OF SCIENCE INDEX (Web of Science Core Collection, SCI), and the timespan of 2011-2020. Bibliometric visualization analysis was conducted with CiteSpace and VOSviewer. Results: The number of documents grew each year. A total of 2703 articles and 774 reviews were identified from 86 countries/regions, 3524 organizations, 928 journals, and 19,745 authors. China was the most prolific country, with 1881 documents. Contributions from China, the United States, and Germany were the most substantial. The most influential author was Lan Huiyao at The Chinese University of Hong Kong, with 24 publications and 2348 total citations. The bibliometric analysis showed that multilateral cooperation among diverse institutions or investigators was beneficial to high-quality outputs. The keyword "PPAR-gamma" exhibited the strongest burst in recent years, suggesting a potent research focus in the future. Conclusion: Research on SMAD7 in oncology is continuously developing. Bibliometrics is an interesting tool to present the characteristics of publication years, main authors, and productive organizations in a visualized way. It is worth mentioning that a prospective focus might be the specific mechanism of the interaction of PPAR-gamma with SMAD7 in oncology. In all, bibliometric analysis provides an overview and identifies potential research trends for further studies in this academic field.
Insights
Research on SMAD7 in oncology is rapidly growing, with China leading publications. Future studies may focus on the interaction between PPAR-gamma and SMAD7 in cancer development.
Area of Science:
- Oncology
- Molecular Biology
- Biotechnology
Background:
- The number of publications on SMAD7 in oncology is rapidly increasing.
- SMAD7 plays a crucial role in the crosstalk of multiple signaling pathways involved in carcinogenesis.
- Understanding research trends, key contributors, and collaborations in SMAD7 oncology research is essential.
Purpose of the Study:
- To conduct a bibliometric analysis of SMAD7 research in oncology from 2011-2020.
- To identify dominant research topics, core authors, and collaborative networks.
- To visualize the research landscape and identify future research directions.
Main Methods:
- Bibliometric analysis of 3477 documents retrieved from the Web of Science Core Collection (2011-2020).
- Utilized CiteSpace and VOSviewer for bibliometric visualization.
- Included articles and reviews in English, excluding publications from 2021.
Main Results:
- A significant annual increase in publications was observed.
- China was the most prolific country, followed by the United States and Germany.
- Lan Huiyao was identified as the most influential author; "PPAR-gamma" emerged as a key research hotspot.
Conclusions:
- SMAD7 research in oncology is a continuously developing field.
- Bibliometrics effectively visualizes research characteristics and trends.
- The interaction between PPAR-gamma and SMAD7 in oncology presents a promising area for future investigation.
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