Yue Yu, Juan Ye, Rubing Wang, JingJing Wang, Junnan Wang, Qiumeng Xu, Pei Wang, Bei Wang, Yufeng Zhang
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The R package \"Bibliometrix\", VOSviewer, and CiteSpace were employed to perform a bibliometric study.</p><p><strong>Results: </strong>After applying the screening criteria and omitting documents that met exclusive criteria, this bibliometric study included 1170 papers. These were authored by 8595 scholars from 1565 organizations in 57 countries or regions and were published in 369 journals, with 51 073 co-cited references included. Publication volume, citations, and relative research interest index focusing on this field have dramatically increased since 2019. The cooperation network showed that the USA, the Chinese Academy of Medical Sciences, and Qingbo Xu were the most active countries, institutes, and authors in this field, respectively. <i>Circulation Research</i> was the journal with the most publications, which was confirmed to be the top core source by Bradford's law. The hotspots and emerging direction in the field manifest in (1) three CVDs (atherosclerosis, myocardial infarction, and heart failure) and (2) three cell types (macrophage, fibroblast, and smooth muscle cell).</p><p><strong>Conclusions: </strong>Our study provides a systematic visualization of the research literature on scRNA-seq in CVDs and provides guidance and reference for understanding the current research status and discovering new research directions.</p>","PeriodicalId":8025,"journal":{"name":"Annals of Medicine and Surgery","volume":"86 12","pages":"7164-7177"},"PeriodicalIF":1.7000,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11623828/pdf/","citationCount":"0","resultStr":"{\"title\":\"Research trends and hotspots of the applications of single-cell RNA sequencing in cardiovascular diseases: a bibliometric and visualized study.\",\"authors\":\"Yue Yu, Juan Ye, Rubing Wang, JingJing Wang, Junnan Wang, Qiumeng Xu, Pei Wang, Bei Wang, Yufeng Zhang\",\"doi\":\"10.1097/MS9.0000000000002681\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Cardiovascular diseases (CVDs) are the leading causes of death globally. The use of single-cell RNA sequencing (scRNA-seq) in CVDs has gained significant attention in recent years, and there is a growing body of literature on the subject. However, a thorough and impartial analysis of the existing state and trends of scRNA-seq in CVDs is lacking. This study aims to examine the development of scRNA-seq in CVDs using bibliometric and visualized analysis.</p><p><strong>Methods: </strong>Global publications on scRNA-seq and CVDs from 2009 to 2023 were extracted from the Web of Science Core Collection (WoSCC) database. The R package \\\"Bibliometrix\\\", VOSviewer, and CiteSpace were employed to perform a bibliometric study.</p><p><strong>Results: </strong>After applying the screening criteria and omitting documents that met exclusive criteria, this bibliometric study included 1170 papers. These were authored by 8595 scholars from 1565 organizations in 57 countries or regions and were published in 369 journals, with 51 073 co-cited references included. Publication volume, citations, and relative research interest index focusing on this field have dramatically increased since 2019. The cooperation network showed that the USA, the Chinese Academy of Medical Sciences, and Qingbo Xu were the most active countries, institutes, and authors in this field, respectively. <i>Circulation Research</i> was the journal with the most publications, which was confirmed to be the top core source by Bradford's law. 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引用次数: 0
摘要
背景:心血管疾病(cvd)是全球主要死亡原因。近年来,单细胞RNA测序(scRNA-seq)在心血管疾病中的应用受到了极大的关注,有关该主题的文献也越来越多。然而,对cvd中scRNA-seq的现状和趋势缺乏全面、公正的分析。本研究旨在通过文献计量学和可视化分析来研究cvd中scRNA-seq的发展。方法:从Web of Science Core Collection (WoSCC)数据库中提取2009 - 2023年全球关于scRNA-seq和cvd的出版物。采用R软件包“Bibliometrix”、VOSviewer和CiteSpace进行文献计量学研究。结果:在应用筛选标准并剔除符合排他标准的文献后,本文献计量学研究共纳入1170篇论文。这些论文由来自57个国家或地区的1565个组织的8595名学者撰写,发表在369种期刊上,共被引参考文献51,073篇。自2019年以来,该领域的出版物量、引用量和相关研究兴趣指数大幅增加。合作网络显示,美国、中国医学科学院和徐庆波分别是该领域最活跃的国家、机构和作者。发行量最大的期刊是《循环研究》,根据布拉德福德定律,《循环研究》被确认为最重要的核心来源。该领域的热点和新兴方向体现在:(1)三种心血管疾病(动脉粥样硬化、心肌梗死和心力衰竭)和(2)三种细胞类型(巨噬细胞、成纤维细胞和平滑肌细胞)。结论:本研究对cvd中scRNA-seq的研究文献进行了系统的可视化,为了解cvd的研究现状,发现新的研究方向提供了指导和参考。
Research trends and hotspots of the applications of single-cell RNA sequencing in cardiovascular diseases: a bibliometric and visualized study.
Background: Cardiovascular diseases (CVDs) are the leading causes of death globally. The use of single-cell RNA sequencing (scRNA-seq) in CVDs has gained significant attention in recent years, and there is a growing body of literature on the subject. However, a thorough and impartial analysis of the existing state and trends of scRNA-seq in CVDs is lacking. This study aims to examine the development of scRNA-seq in CVDs using bibliometric and visualized analysis.
Methods: Global publications on scRNA-seq and CVDs from 2009 to 2023 were extracted from the Web of Science Core Collection (WoSCC) database. The R package "Bibliometrix", VOSviewer, and CiteSpace were employed to perform a bibliometric study.
Results: After applying the screening criteria and omitting documents that met exclusive criteria, this bibliometric study included 1170 papers. These were authored by 8595 scholars from 1565 organizations in 57 countries or regions and were published in 369 journals, with 51 073 co-cited references included. Publication volume, citations, and relative research interest index focusing on this field have dramatically increased since 2019. The cooperation network showed that the USA, the Chinese Academy of Medical Sciences, and Qingbo Xu were the most active countries, institutes, and authors in this field, respectively. Circulation Research was the journal with the most publications, which was confirmed to be the top core source by Bradford's law. The hotspots and emerging direction in the field manifest in (1) three CVDs (atherosclerosis, myocardial infarction, and heart failure) and (2) three cell types (macrophage, fibroblast, and smooth muscle cell).
Conclusions: Our study provides a systematic visualization of the research literature on scRNA-seq in CVDs and provides guidance and reference for understanding the current research status and discovering new research directions.