Department of Dermatology, Xiangya Hospital, Central South University, Changsha, China.
National Engineering Research Center of Personalized Diagnostic and Therapeutic Technology, Xiangya Hospital, Central South University, Changsha, China.
J Med Internet Res. 2022 Jun 27;24(6):e32728. doi: 10.2196/32728.
Melanoma is one of the most life-threatening skin cancers; immune checkpoint blockade is widely used in the treatment of melanoma because of its remarkable efficacy.
This study aimed to conduct a comprehensive bibliometric analysis of research conducted in recent decades on immune checkpoint blockade for melanoma, while exploring research trends and public interest in this topic.
We summarized the articles in the Web of Science Core Collection on immune checkpoint blockade for melanoma in each year from 1999 to 2020. The R package bibliometrix was used for data extraction and visualization of the distribution of publication year and the top 10 core authors. Keyword citation burst analysis and cocitation networks were calculated with CiteSpace. A Gunn online world map was used to evaluate distribution by country and region. Ranking was performed using the Standard Competition Ranking method. Coauthorship analysis and co-occurrence were analyzed and visualized with VOSviewer.
After removing duplicates, a total of 9169 publications were included. The distribution of publications by year showed that the number of publications rose sharply from 2015 onwards and either reached a peak in 2020 or has yet to reach a peak. The geographical distribution indicated that there was a large gap between the number of publications in the United States and other countries. The coauthorship analysis showed that the 149 top institutions were grouped into 8 clusters, each covering approximately a single country, suggesting that international cooperation among institutions should be strengthened. The core author extraction revealed changes in the most prolific authors. The keyword analysis revealed clustering and top citation bursts. The cocitation analysis of references from 2010 to 2020 revealed the number of citations and the centrality of the top articles.
This study revealed trends in research and public interest in immune checkpoint blockade for melanoma. Our findings suggest that the field is growing rapidly, has several core authors, and that the United States is taking the lead position. Moreover, cooperation between countries should be strengthened, and future research hot spots might focus on deeper exploration of drug mechanisms, prediction of treatment efficacy, prediction of adverse events, and new modes of administration, such as combination therapy, which may pave the way for further research.
黑色素瘤是最具威胁生命的皮肤癌之一;免疫检查点阻断因其显著疗效而广泛用于黑色素瘤的治疗。
本研究旨在对近几十年来免疫检查点阻断治疗黑色素瘤的研究进行全面的文献计量学分析,并探讨该主题的研究趋势和公众关注度。
我们总结了 1999 年至 2020 年 Web of Science 核心合集收录的关于免疫检查点阻断治疗黑色素瘤的文章。使用 R 包 bibliometrix 进行数据提取和可视化,展示出版物的分布、年分布和前 10 位核心作者。使用 CiteSpace 计算关键词引文爆发分析和共引网络。使用 Gunn 在线世界地图评估国家和地区的分布。使用标准竞争排名法进行排名。使用 VOSviewer 进行共著分析和共现分析和可视化。
在去除重复项后,共纳入 9169 篇文献。出版物的年度分布表明,出版物数量从 2015 年开始急剧增加,要么在 2020 年达到峰值,要么尚未达到峰值。地理分布表明,美国与其他国家的出版物数量差距较大。共著分析表明,149 家顶级机构分为 8 个聚类,每个聚类大致涵盖一个单一国家,这表明机构之间的国际合作应该加强。核心作者提取揭示了最有影响力的作者的变化。关键词分析揭示了聚类和顶级引文爆发。对 2010 年至 2020 年参考文献的共引分析揭示了顶级文章的被引次数和中心度。
本研究揭示了免疫检查点阻断治疗黑色素瘤的研究趋势和公众关注度。我们的研究结果表明,该领域发展迅速,有几个核心作者,美国处于领先地位。此外,应该加强国家间的合作,未来的研究热点可能集中在更深入地探索药物机制、预测治疗效果、预测不良事件以及新的给药方式,如联合治疗,这可能为进一步的研究铺平道路。