Department of Radiotherapy/Oncology, School of Medicine, Democritus University of Thrace, Alexandroupolis, Greece.
School of Medicine, Democritus University of Thrace, Alexandroupolis, Greece.
Cancer Immunol Immunother. 2020 Dec;69(12):2425-2439. doi: 10.1007/s00262-020-02630-8. Epub 2020 Jun 15.
Cancer immunotherapy is a rapidly growing field that is completely transforming oncology care. Mining this knowledge base for biomedically important information is becoming increasingly challenging, due to the expanding number of scientific publications, and the dynamic evolution of this subject with time. In this study, we have employed a literature-mining approach that was used to analyze the cancer immunotherapy-related publications listed in PubMed and quantify emerging trends. A total of 93,033 publications published in 5055 journals have been retrieved, and 141 meaningful topics have been identified, which were further classified into eight distinct categories. Statistical analysis indicates a mean annual increase in the number of published papers of approximately 8% in the last 20 years. The research topics that exhibited the highest trends included "immune checkpoint inhibitors," "tumor microenvironment," "HPV vaccination," "CAR T-cells," and "gene mutations/tumor profiling." The top identified cancer types included "lung," "colorectal," and "breast cancer," and a shift in popularity from hematological to solid tumors was observed. As regards clinical research, a transition from early phase clinical trials to randomized control trials was recorded, indicating that the field is entering a more advanced phase of development. Overall, this mining approach provided an unbiased analysis of the cancer immunotherapy literature in a time-conserving and scale-efficient manner.
癌症免疫疗法是一个快速发展的领域,正在彻底改变肿瘤学的治疗方法。由于科学出版物数量的不断增加,以及该领域随时间的动态发展,从这个知识库中挖掘与生物医学相关的重要信息变得越来越具有挑战性。在这项研究中,我们采用了一种文献挖掘方法,用于分析 PubMed 中列出的癌症免疫疗法相关出版物,并量化新出现的趋势。共检索到 5055 种期刊上发表的 93033 篇出版物,并确定了 141 个有意义的主题,这些主题进一步分为八个不同的类别。统计分析表明,在过去 20 年中,发表论文的年平均增长率约为 8%。表现出最高趋势的研究主题包括“免疫检查点抑制剂”、“肿瘤微环境”、“HPV 疫苗接种”、“CAR T 细胞”和“基因突变/肿瘤分析”。排名最高的癌症类型包括“肺癌”、“结直肠癌”和“乳腺癌”,并且从血液肿瘤到实体肿瘤的受欢迎程度发生了转变。就临床研究而言,从早期临床试验到随机对照试验的转变被记录下来,这表明该领域正在进入一个更先进的发展阶段。总体而言,这种挖掘方法以节省时间和高效的方式对癌症免疫疗法文献进行了无偏见的分析。