癌症免疫治疗生物标志物的全球研究趋势:可视化和文献计量分析。

IF 4.1 4区 医学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Human Vaccines & Immunotherapeutics Pub Date : 2025-12-01 Epub Date: 2025-01-08 DOI:10.1080/21645515.2024.2435598
Yuan Qiao, Dong Xie, Zhengxiang Li, Shaohua Cao, Dong Zhao
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引用次数: 0

摘要

全球癌症负担继续增加,对公共卫生构成重大挑战。虽然肿瘤免疫治疗已显示出显著的疗效,但有效率并不高。因此,我们的研究目的是确定1993年至2023年生物标志物的最新研究趋势和热点。数据来自Web of Science核心馆藏数据库。使用CiteSpace(6.3.1)、VOSviewer (v1.6.20)、R-bibliometrix(v4.3.3)和Microsoft Excel(2019)进行文献计量学分析和可视化。共检索到2686篇文献。自2015年以来,年度出版物数量呈现快速上升趋势。美国发表的论文最多,哈佛大学被列为顶尖学府。免疫检查点抑制剂(ICIs)的全球生物标志物研究显示出地区差异,应在发展中国家促进深入探索。虽然中国已成为论文发表量第二大国,但论文平均被引次数和总链接强度均低于其他国家。生物标志物的研究主要集中在PD-1/PD-L1、CTLA-4、基因表达、不良事件、总突变负担(TMB)、体重指数(BMI)、肠道菌群、cd8(+)/cd4(+) t细胞、血液相关生物标志物乳酸脱氢酶(LDH)、中性粒细胞淋巴细胞比(NLR)、细胞因子等方面。此外,“人工智能”和“机器学习”成为近20年来最重要的研究热点,这将有助于我们从复杂的大数据中识别有用的生物标志物,为恶性肿瘤的精准医疗提供基础。
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Global research trends on biomarkers for cancer immunotherapy: Visualization and bibliometric analysis.

The global burden of cancer continues to grow, posing a significant public health challenge. Although cancer immunotherapy has shown significant efficacy, the response rate is not high. Therefore, the objective of our research was to identify the latest research trends and hotspots on biomarkers from 1993 to 2023. Data were collected from the database Web of Science core collection. Bibliometric analysis and visualization were conducted with CiteSpace(6.3.1), VOSviewer (v1.6.20), R-bibliometrix(v4.3.3), and Microsoft Excel(2019). A total of 2686 literatures were retrieved. The sheer annual volume of publications has shown a rapid upward trend since 2015. The United States has generated the most publications and Harvard University ranked as a leading institution. The global biomarker research on immune checkpoint inhibitors (ICIs) revealed regional differences and in-depth explorations should be promoted in developing countries. Although China has become the second largest country in terms of publication, the average citation per paper and the total link strength were both lower than the other countries. The research on biomarkers mainly concentrated upon the following aspects: PD-1/PD-L1, CTLA-4, gene expression, adverse events, total mutational burden (TMB), body mass index (BMI), gut microbiota, cd8(+)/cd4(+) t-cells, and blood-related biomarkers such as lactate dehydrogenase (LDH), neutrophil-lymphocyte ratio (NLR), cytokines. Furthermore, "artificial intelligence" and "machine learning" have become the most important research hotspot over the last 2 y, which will help us to identify useful biomarkers from complex big data and provide a basis for precise medicine for malignant tumors.

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来源期刊
Human Vaccines & Immunotherapeutics
Human Vaccines & Immunotherapeutics BIOTECHNOLOGY & APPLIED MICROBIOLOGY-IMMUNOLOGY
CiteScore
7.90
自引率
8.30%
发文量
489
审稿时长
3-6 weeks
期刊介绍: (formerly Human Vaccines; issn 1554-8619) Vaccine research and development is extending its reach beyond the prevention of bacterial or viral diseases. There are experimental vaccines for immunotherapeutic purposes and for applications outside of infectious diseases, in diverse fields such as cancer, autoimmunity, allergy, Alzheimer’s and addiction. Many of these vaccines and immunotherapeutics should become available in the next two decades, with consequent benefit for human health. Continued advancement in this field will benefit from a forum that can (A) help to promote interest by keeping investigators updated, and (B) enable an exchange of ideas regarding the latest progress in the many topics pertaining to vaccines and immunotherapeutics. Human Vaccines & Immunotherapeutics provides such a forum. It is published monthly in a format that is accessible to a wide international audience in the academic, industrial and public sectors.
期刊最新文献
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