Song Y, Huang C, Yu X T, Li Y Y, Liu Z Y
Department of Ophthalmology, Peking University Third Hospital, Beijing Key Laboratory of Restoration of Damaged Ocular Nerve, Beijing 100191, China.
Basic Medical Research Center, Peking University Third Hospital, Beijing 100191, China.
Zhonghua Yan Ke Za Zhi. 2024 Feb 11;60(2):156-167. doi: 10.3760/cma.j.cn112142-20231009-00126.
To review the studies related to keratoconus in China, investigate research hotspots and development trends in this field, and provide reference for future research. This is a bibliometrics study. The relevant literature written in Chinese was retrieved from the WanFang DATA and the China National Knowledge Infrastructure, English articles were collected from the Web of Science Core Collection database. Searched for journal articles related to keratoconus VOSviewer software, CiteSpace, and Bibliometrix in the R language were employed to create the knowledge map. The analysis encompassed the distribution of published journals, research collaboration networks of countries/regions, institutions, and authors. Additionally, core authors, high-frequency keyword co-occurrence, keyword topic maps, and keyword emergence time ranking were examined. The study ultimately included 1 100 Chinese articles and 668 English articles. Chinese literature and English literature began to increase in 1997 and 2009, respectively, indicating that the field is currently in a developmental stage. The publications involved 244 Chinese journals and 150 English journals, predominantly in the field of ophthalmology. The United States collaborated the most with China, contributing to 123 articles, followed by other countries such as the United Kingdom and Switzerland. Chinese literature and English literature involved 552 and 883 institutions, respectively. The institution with the highest number of Chinese literature publications was the Eye Institute of Shandong First Medical University (63 papers), while Wenzhou Medical University had the highest number of English literature publications (91 papers). Chinese literature involved 2 435 authors, and English literature involved 2 073 authors. The largest collaboration cluster in Chinese literature was formed by the teams of Xie Lixin and Shi Weiyun, while the Gao Hua team formed the largest cluster in English literature. However, collaboration between authors was primarily limited to within each team. A total of 622 and 1 611 keywords were extracted from Chinese and English literature, respectively. The node centrality of the four Chinese keywords, "keratoconus", "cornea", "corneal transplantation" and "myopia" as well as the three English keywords, "keratoconus", "collagen cross-linking" and "penetrating keratoplasty" was greater than 0.1. "Collagen", "riboflavin", "corneal transplantation" and "ultraviolet A" were identified as common core hotspots and important research topics in Chinese and English literature on keratoconus. Keyword emergence analysis indicated that the keywords with the highest intensity of emergence in Chinese and English literature were "myopia" (13.54) and "penetrating keratoplasty" (9.99), respectively. The longest emergence time was observed for "contact lenses" (1995-2006) and "penetrating keratoplasty" (2003-2014). At present, research on keratoconus in China is on the rise, with research hotspots including pathogenesis, various new surgical methods, and improvement in quality of life. The future research trend mainly focuses on early diagnosis and screening methods, artificial intelligence, biomechanical examination, subclinical keratoconus, and small incision lenticule extraction.
为回顾中国国内与圆锥角膜相关的研究,探究该领域的研究热点及发展趋势,为未来研究提供参考。这是一项文献计量学研究。从万方数据和中国知网检索中文相关文献,从Web of Science核心合集数据库收集英文文章。检索与圆锥角膜相关的期刊文章,运用VOSviewer软件、CiteSpace和R语言中的Bibliometrix创建知识图谱。分析内容包括发表期刊的分布、国家/地区、机构和作者的研究合作网络。此外,还考察了核心作者、高频关键词共现、关键词主题图谱以及关键词出现时间排名。该研究最终纳入1100篇中文文章和668篇英文文章。中文文献和英文文献分别于1997年和2009年开始增多,表明该领域目前处于发展阶段。出版物涉及244种中文期刊和150种英文期刊,主要集中在眼科领域。美国与中国的合作最多,有123篇文章,其次是英国和瑞士等其他国家。中文文献和英文文献分别涉及552个和883个机构。中文文献发表数量最多的机构是山东第一医科大学眼科学院(63篇论文),而温州医科大学的英文文献发表数量最多(91篇论文)。中文文献涉及2435位作者,英文文献涉及2073位作者。中文文献中最大的合作集群由谢立信和史伟云团队组成,而英文文献中高华团队形成了最大的集群。然而,作者之间的合作主要限于每个团队内部。分别从中文和英文文献中提取了622个和1611个关键词。四个中文关键词“圆锥角膜”“角膜”“角膜移植”和“近视”以及三个英文关键词“圆锥角膜”“胶原交联”和“穿透性角膜移植术”的节点中心性大于0.1。“胶原”“核黄素”“角膜移植”和“紫外线A”被确定为圆锥角膜中英文文献的共同核心热点和重要研究主题。关键词出现分析表明,中文和英文文献中出现强度最高的关键词分别是“近视”(13.54)和“穿透性角膜移植术”(9.99)。“隐形眼镜”(1995 - 2006年)和“穿透性角膜移植术”(2003 - 2014年)的出现时间最长。目前,中国国内对圆锥角膜的研究呈上升趋势,研究热点包括发病机制、各种新手术方法以及生活质量的改善。未来的研究趋势主要集中在早期诊断和筛查方法、人工智能、生物力学检查、亚临床圆锥角膜以及小切口透镜切除术。