SYSTEMATIC REVIEW article

Front. Immunol.

Sec. Cancer Immunity and Immunotherapy

Volume 16 - 2025 | doi: 10.3389/fimmu.2025.1589943

This article is part of the Research TopicChallenges and Opportunities in Tumor MetabolomicsView all 7 articles

Driving Innovations in Cancer Research Through Spatial Metabolomics: A Bibliometric Review of Trends and Hotspot

Provisionally accepted
Shupeng  ChenShupeng Chen1Yuzhe  ZhangYuzhe Zhang2Xiaojian  LiXiaojian Li1Ye  ZhangYe Zhang2*Yingjian  ZengYingjian Zeng3*
  • 1Jiangxi University of Traditional Chinese Medicine, Nanchang, China
  • 2Department of Urology, The First Hospital of China Medical University, Shenyang, Liaoning Province, China
  • 3Affiliated Hospital of Jiangxi University of Traditional Chinese Medicine, Nanchang, Jiangxi Province, China

The final, formatted version of the article will be published soon.

Spatial metabolomics has revolutionized cancer research by offering unprecedented insights into the metabolic heterogeneity of the tumor microenvironment (TME). Unlike conventional metabolomics, which lacks spatial resolution, spatial metabolomics enables the visualization of metabolic interactions among cancer cells, stromal components, and immune cells within their native tissue context. Despite its growing significance, a systematic and visualized analysis of spatial metabolomics in cancer research remains lacking, particularly in the integration of multi-omics data and the standardization of methodologies for comprehensive tumor metabolic mapping.This study aims to conduct a bibliometric analysis to systematically evaluate the development trends, key contributors, research hotspots, and future directions of spatial metabolomics in cancer research.A bibliometric approach was employed using data retrieved from the Web of Science Core Collection.Analytical tools such as VOSviewer and CiteSpace were utilized to visualize and assess co-citation networks, keyword co-occurrence, and institutional collaborations. Key metrics, including publication trends, authorship influence, country contributions, and journal impact, were analyzed to map the research landscape in this domain.A total of 182 publications on spatial metabolomics in cancer research were identified over the past two decades, with a notable surge in research output beginning in 2018. The field has experienced accelerated growth, with an annual average of 40 publications since 2021, reflecting its increasing relevance in cancer studies. Among 28 contributing countries, China (n=53), the United States (n=35), Germany (n=18), and the United Kingdom (n=13) have been the most active contributors. China leads in publication volume, while the United States exhibits the highest citation impact, indicating significant research influence. International collaboration networks are particularly strong among the United States, Germany, and China, underscoring the global interest in this emerging field. Analysis of key authors and institutions identifies He Jiuming as the most prolific author and Song Xiaowei as the researcher with the highest average citations.

Keywords: keyword : Spatial metabolomics, immune escape, Tumor Microenvironment, bibliometric analysis, Multi-omics integration, Metabolic heterogeneity, Research trends, Scientific collaboration

Received: 08 Mar 2025; Accepted: 26 May 2025.

Copyright: © 2025 Chen, Zhang, Li, Zhang and Zeng. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Ye Zhang, Department of Urology, The First Hospital of China Medical University, Shenyang, Liaoning Province, China
Yingjian Zeng, Affiliated Hospital of Jiangxi University of Traditional Chinese Medicine, Nanchang, 330006, Jiangxi Province, China

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