Tian Tian, Han Hui, Guan Zhi-Hui, Zhang Ke, Huang Xinghe, Wang Wenyue, Zhang Xuan, Zhang Fei, Wei Leijia, Zhang Xin, Wang Jia-He
Department of Family Medicine, Shengjing Hospital of China Medical University, Shenyang, China.
Science and Technology Research Center of China Customs, Beijing, China.
Front Med (Lausanne). 2025 Apr 11;12:1545678. doi: 10.3389/fmed.2025.1545678. eCollection 2025.
BACKGROUND/OBJECTIVE: Hypervirulent (hvKP) is an emerging global health threat, exhibiting increased virulence and multidrug resistance compared to classic . Understanding the research landscape surrounding hvKP is crucial for developing effective control strategies. This study aimed to comprehensively analyze the global research trends in hvKP from 2013 to 2024 using bibliometric and topic modeling techniques.
Data from 1,014 articles on hvKP, retrieved from the Web of Science Core Collection, were analyzed using Bibliometrix, CiteSpace, and VOSviewer to assess publication trends, collaborations, geographical distribution, and keyword co-occurrence. Latent Dirichlet Allocation (LDA) topic modeling was employed to identify key research themes.
The analysis revealed a steadily increasing volume of hvKP research, with China and the United States as major contributors. Four primary research themes emerged: high virulence phenotypes and mechanisms; drug resistance and treatment strategies; genetic and molecular mechanisms; and epidemiological and transmission characteristics. Research hotspots included virulence mechanisms, drug resistance, genomic detection approaches, and epidemiological features.
This bibliometric analysis provides a comprehensive overview of hvKP research, highlighting key trends and research gaps. The identified research hotspots inform future research directions and contribute to the development of effective strategies for combating hvKP infections. The increasing research volume underscores the urgent need for continued investigation into this significant public health threat.
背景/目的:高毒力肺炎克雷伯菌(hvKP)是一种新出现的全球健康威胁,与经典肺炎克雷伯菌相比,其毒力增强且具有多重耐药性。了解围绕hvKP的研究态势对于制定有效的控制策略至关重要。本研究旨在使用文献计量学和主题建模技术全面分析2013年至2024年全球hvKP的研究趋势。
从科学网核心合集检索到1014篇关于hvKP的文章数据,使用文献计量学软件Bibliometrix、CiteSpace和VOSviewer进行分析,以评估发表趋势、合作情况、地理分布和关键词共现情况。采用潜在狄利克雷分配(LDA)主题建模来识别关键研究主题。
分析显示hvKP研究数量稳步增加,中国和美国是主要贡献者。出现了四个主要研究主题:高毒力表型和机制;耐药性与治疗策略;遗传和分子机制;以及流行病学和传播特征。研究热点包括毒力机制、耐药性、基因组检测方法和流行病学特征。
这项文献计量分析全面概述了hvKP研究,突出了关键趋势和研究空白。确定的研究热点为未来研究方向提供了信息,并有助于制定有效的策略来对抗hvKP感染。研究数量的增加凸显了持续调查这一重大公共卫生威胁的迫切需求。