The Growth and Trends in Cancer-Induced Cachexia Research: A Bibliometric and AI-Guided Visualization Analysis

IF 2.5 Q4 ONCOLOGY
Cancer reports Pub Date : 2026-10-01 DOI:10.1002/cnr2.70690
Thomas M. O'Connell, Radhika Gedela, Fabrizio Pin
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引用次数: 0

Abstract

Background

Over the past several decades, advances in basic and clinical research have increasingly established cancer-induced cachexia as a distinct pathophysiological syndrome that warrants targeted therapeutic approaches alongside conventional anticancer treatments. Despite its high prevalence and substantial impact on morbidity, mortality, and quality of life, the condition remains underrecognized and inadequately managed in clinical practice. Correspondingly, scientific activity in the field has expanded rapidly, spanning molecular mechanisms, clinical characterization, and emerging interventional strategies.

Methods

This bibliometric analysis aims to provide a comprehensive, quantitative overview of evolving research in cancer-induced cachexia over the past 25 years. We conducted a bibliometric analysis of cancer cachexia research published between 2001 and 2025 using the Web of Science Core Collection. A total of 5775 English-language primary research articles were retrieved using the search terms “cancer AND cachexia,” and including papers in English of the types articles, letters, and proceedings papers. Data were analyzed using the Bibliometrix R package and its web interface, BiblioShiny, to assess publication trends, author productivity, collaboration networks, and keyword co-occurrence. Additional visualizations were generated using the R programming language and AI-guided analyses to explore trends and bursts in the evolution of cachexia research.

Results

Cancer cachexia publications increased at an annual rate of 6.7%, exceeding the overall growth rate of scientific literature. In terms of number of papers and citation indices, the Journal of Cachexia, Sarcopenia and Muscle is the dominant journal in the field. Research is characterized by high levels of international collaboration, though research networks remain geographically clustered. Keywords were analyzed using co-occurrence networks to reveal specific connections and clusters of research topics. Trend analyses of keywords showed the progression of research in the areas of metabolism and the role of inflammatory mediators. Burst analysis revealed research “hotspots” over the last 25 years including studies of specific interventions such as immunotherapy, gastrointestinal cancers, and metabolic dysregulation.

Conclusions

Cancer cachexia research has expanded significantly over the past two decades but remains limited in scale and fragmented across geographic and disciplinary boundaries. A shift toward investigating biological mechanisms and therapeutics indicates a maturing field with growing translational potential. Growing trends and recent research bursts in immune function and inflammation suggest an important role of these areas in further therapeutic development. Continued integration of clinical, nutritional, and molecular research will be essential to advance effective interventions. This bibliometric analysis offers a data-driven foundation to inform future research priorities and collaboration strategies in cancer-induced cachexia.

Abstract Image

癌症诱导恶病质研究的增长和趋势:文献计量学和人工智能引导的可视化分析
在过去的几十年里,基础和临床研究的进展已经越来越多地确定癌症诱导的恶病质是一种独特的病理生理综合征,需要在常规抗癌治疗的基础上进行靶向治疗。尽管其高患病率和对发病率、死亡率和生活质量的重大影响,但在临床实践中,该病仍未得到充分认识和管理。相应地,该领域的科学活动也迅速扩大,涵盖了分子机制、临床特征和新兴的介入策略。方法本文献计量学分析旨在对过去25年来癌症诱导恶病质的研究进展进行全面、定量的概述。我们使用Web of Science Core Collection对2001年至2025年间发表的癌症恶病质研究进行了文献计量学分析。使用“癌症与恶病质”检索词检索了5775篇英文主要研究论文,包括文章、信函和论文集类型的英文论文。使用Bibliometrix R软件包及其web界面BiblioShiny对数据进行分析,以评估出版趋势、作者生产力、协作网络和关键词共现情况。使用R编程语言和人工智能引导的分析生成了额外的可视化,以探索恶病质研究发展的趋势和突破。结果癌症恶病质发表量以每年6.7%的速度增长,超过科学文献的总体增长率。在论文数量和引文索引方面,《恶病质,肌肉减少症和肌肉杂志》是该领域的主导期刊。研究的特点是高水平的国际合作,尽管研究网络仍然在地理上聚集。利用共现网络对关键词进行分析,揭示研究主题之间的具体联系和集群。关键词趋势分析显示了代谢和炎症介质作用领域的研究进展。突发分析揭示了过去25年的研究热点,包括免疫疗法、胃肠道癌症和代谢失调等特定干预措施的研究。在过去的二十年中,癌症恶病质研究得到了显著的扩展,但在规模上仍然有限,并且在地理和学科界限上仍然分散。向研究生物机制和治疗方法的转变表明,这是一个成熟的领域,具有不断增长的翻译潜力。免疫功能和炎症的发展趋势和最近的研究表明,这些领域在进一步的治疗发展中发挥着重要作用。临床、营养和分子研究的持续整合对于推进有效的干预措施至关重要。这一文献计量分析为癌症诱导恶病质的未来研究重点和合作策略提供了数据驱动的基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Cancer reports
Cancer reports Medicine-Oncology
CiteScore
2.70
自引率
5.90%
发文量
160
审稿时长
17 weeks
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