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人类基因治疗:一项科学计量学分析。

Human gene therapy: A scientometric analysis.

机构信息

Zhejiang Academy of Science and Technology Information, Hangzhou 310006, China.

Key Laboratory for Translational Medicine, First People's Hospital Affiliated, Huzhou University, Huzhou 313000, China.

出版信息

Biomed Pharmacother. 2021 Jun;138:111510. doi: 10.1016/j.biopha.2021.111510. Epub 2021 Mar 23.

Abstract

To provide a clear landscape, trends, and research frontiers of gene therapy, we systematically retrieved a total of 62,961 peer-viewed studies published between 1996 and 2020 from the Scopus, Web of Science, and 42,120 Inpadoc patent families from Derwent Innovation databases. Multiple bibliometric approaches suggest that gene therapy began to recover in 2013 after a period of significant decline. However, metrics in terms of authors and scholarly output growth, FWCI, annual citations, percentage of high-impact journal literature, and patent-citations per scholarly output are still weak at this stage, indicating a lack of research momentum. We also visualized gene therapy's knowledge structure by employing citation analysis, co-citation analysis, and co-word analysis, revealing its research hotspots and trends by text mining with Natural Language Processing. For the current predicament, we propose that the future success of gene therapy may depend on breakthroughs in more advanced and exhilarating technologies such as the CRISPR-Cas system, CAR-T cell therapies, and gene delivery vector technology. The results show that evidence-based bibliometrics allows the dissection of gene therapy to inform scientific planning and decision-making.

摘要

为了清晰呈现基因治疗的现状、趋势和研究前沿,我们系统性地从 Scopus、Web of Science 数据库中检索了 1996 年至 2020 年间发表的总计 62961 篇同行评审研究论文,并从 Derwent Innovation 数据库中的 Inpadoc 专利家族中获取了 42120 个专利家族。多种文献计量方法表明,基因治疗在经历了一段显著下滑后,于 2013 年开始复苏。然而,就作者和学术产出增长、FWCI、年引文数、高影响力期刊文献比例以及每篇学术产出的专利引文数等指标而言,该领域目前仍显薄弱,表明其缺乏研究动力。我们还通过引文分析、共引分析和共词分析来可视化基因治疗的知识结构,并通过自然语言处理的文本挖掘揭示其研究热点和趋势。针对当前的困境,我们提出,基因治疗的未来成功可能取决于更先进、更令人兴奋的技术的突破,如 CRISPR-Cas 系统、CAR-T 细胞疗法和基因传递载体技术。研究结果表明,循证文献计量学可以深入剖析基因治疗,为科学规划和决策提供信息。

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