实验动物与比较医学 ›› 2023, Vol. 43 ›› Issue (4): 429-439.DOI: 10.12300/j.issn.1674-5817.2023.015
相磊1(
)(
), 景金珠1, 梁震1, 阎国强1, 郭文峰1, 张萌1, 张威1, 刘亚军2(
)(
)
收稿日期:2023-02-13
修回日期:2023-04-21
出版日期:2023-08-25
发布日期:2023-08-25
通讯作者:
刘亚军(1975—),男,博士,主任医师,教授,主要从事脊柱外科研究。E-mail: drliuyajun@163.com。ORCID:0000-0002-0514-6055作者简介:相 磊(1982—),男,博士,高级兽医师,主要从事实验动物研究。E-mail: xianglei-322@163.com。ORCID:0000-0002-8652-5099
Lei XIANG1(
)(
), Jinzhu JING1, Zhen LIANG1, Guoqiang YAN1, Wenfeng GUO1, Meng ZHANG1, Wei ZHANG1, Yajun LIU2(
)(
)
Received:2023-02-13
Revised:2023-04-21
Published:2023-08-25
Online:2023-08-25
Correspondence to:
LIU Yajun (ORCID:0000-0002-0514-6055), E-mail: drliuyajun@163.com摘要:
目的 分析肌少症动物模型研究的现状、热点及发展趋势,为肌少症动物模型研究提供方向与基础资料。 方法 检索 Web of Science(WOS)核心合集数据库中1900-01-01至2022-12-31的肌少症动物模型研究英文文献,以及中国知网(CNKI)数据库中1915—2022年的肌少症动物模型研究中文文献。应用文献计量分析软件VOSviewer分析发文量、发文国家/地区、机构、作者、期刊及关键词,以揭示该领域研究的主要国家和机构以及热点和前沿方向。 结果 从WOS核心合集数据库共检索到肌少症动物模型相关文献2 819篇,第1篇文献发表于1995年;美国是肌少症动物模型研究最多的国家,发文量为1 105篇;发文机构最多的是美国佛罗里达大学,发文量为69篇;香港大学是我国发文量最多的机构,共发文20篇;美国学者Holly V R的发文量最多,发表50篇;肌少症动物模型研究刊文量最多的学术期刊是美国的FASEB Journal,刊文量为196篇。CNKI数据库共检索到文献423篇,中文发文量最多的作者是李柱一,共发文19篇。WOS检索文献的关键词共现聚类分析发现,肌少症动物模型研究的热点可概括为肌少症与代谢相关性研究,肌少症动物模型细胞学及再生医学研究,肌少症动物模型与骨、肌肉和神经研究,以及肌少症与运动治疗研究。CNKI数据库检索发现失神经性肌少症模型研究最为广泛,中药对肌少症的作用研究也多有报告。文献阅读发现肌少症动物模型主要包括自然衰老模型、遗传修饰模型、高脂饮食诱导模型、失用性肌少症模型、激素诱导模型及其他疾病复合性的肌少症模型。 结论 肌少症动物模型是近年来国内外研究的一个热点,文献计量分析在研究方向及热点、模式动物选择、动物模型制作、国内外交流与合作等方面可为肌少症动物模型研究提供基础。
中图分类号:
相磊,景金珠,梁震,等. 基于VOSviewer的肌少症动物模型研究可视化分析[J]. 实验动物与比较医学, 2023, 43(4): 429-439. DOI: 10.12300/j.issn.1674-5817.2023.015.
Lei XIANG,Jinzhu JING,Zhen LIANG,et al. A Visual Analysis on Animal Model of Sarcopenia Based on VOSviewer[J]. Laboratory Animal and Comparative Medicine, 2023, 43(4): 429-439. DOI: 10.12300/j.issn.1674-5817.2023.015.
图1 肌少症动物模型研究的发文量统计
Figure 1 Statistics of the quantities of research articles on animal models of sarcopenia
图2 肌少症动物模型研究的国家(或地区)和机构共现可视化图谱
Figure 2 Co-occurrence visualization map of institutions and countries/ regions for sarcopenia animal model research
排名 Sort | 国家 Countries | 发文量 Documents | 引用频次 Citations | 排名 Sort | 机构 Organizations | 发文量 Documents | 引用频次 Citations | |
|---|---|---|---|---|---|---|---|---|
| 1 | 美国 | 1 105 | 45 206 | 1 | 美国佛罗里达大学 | 69 | 4 549 | |
| 2 | 日本 | 369 | 6 570 | 2 | 美国克利夫兰诊所 | 49 | 931 | |
| 3 | 中国(含港澳台) | 278 | 3 677 | 3 | 美国妙佑医疗国际 | 46 | 958 | |
| 4 | 意大利 | 211 | 9 291 | 4 | 法国农业科学研究院 | 45 | 1 889 | |
| 5 | 法国 | 179 | 5 879 | 5 | 美国密歇根大学 | 45 | 2 280 | |
| 6 | 韩国 | 177 | 2 107 | 6 | 英国利物浦大学 | 42 | 1 117 | |
| 7 | 英国 | 170 | 5 506 | 7 | 日本东京大学 | 40 | 1 232 | |
| 8 | 加拿大 | 127 | 4 111 | 8 | 美国威斯康星大学 | 40 | 2 582 | |
| 9 | 德国 | 96 | 2 267 | 9 | 美国得克萨斯大学 | 37 | 2 067 | |
| 10 | 西班牙 | 95 | 3 917 | 10 | 美国俄克拉何马医学院 | 36 | 688 |
表1 不同国家和机构的肌少症动物模型研究发文量与引用统计(前10位)
Table 1 The number of articles and citations statistics of sarcopenia animal models in different countries and institutions (top 10)
排名 Sort | 国家 Countries | 发文量 Documents | 引用频次 Citations | 排名 Sort | 机构 Organizations | 发文量 Documents | 引用频次 Citations | |
|---|---|---|---|---|---|---|---|---|
| 1 | 美国 | 1 105 | 45 206 | 1 | 美国佛罗里达大学 | 69 | 4 549 | |
| 2 | 日本 | 369 | 6 570 | 2 | 美国克利夫兰诊所 | 49 | 931 | |
| 3 | 中国(含港澳台) | 278 | 3 677 | 3 | 美国妙佑医疗国际 | 46 | 958 | |
| 4 | 意大利 | 211 | 9 291 | 4 | 法国农业科学研究院 | 45 | 1 889 | |
| 5 | 法国 | 179 | 5 879 | 5 | 美国密歇根大学 | 45 | 2 280 | |
| 6 | 韩国 | 177 | 2 107 | 6 | 英国利物浦大学 | 42 | 1 117 | |
| 7 | 英国 | 170 | 5 506 | 7 | 日本东京大学 | 40 | 1 232 | |
| 8 | 加拿大 | 127 | 4 111 | 8 | 美国威斯康星大学 | 40 | 2 582 | |
| 9 | 德国 | 96 | 2 267 | 9 | 美国得克萨斯大学 | 37 | 2 067 | |
| 10 | 西班牙 | 95 | 3 917 | 10 | 美国俄克拉何马医学院 | 36 | 688 |
图3 肌少症动物模型研究的作者共现可视化图谱
Figure 3 Co-occurrence map of the authors in the study of animal model of sarcopenia
| 排名 | Web of Science核心合集数据库(WOS) | CNKI数据库(CNKI) | |||
|---|---|---|---|---|---|
| Sort | 作者 Authors | 发文量 No. of published articles | 作者 Authors | 发文量 No. of published articles | |
| 1 | Van remmen Holly | 50 | 李柱一 | 19 | |
| 2 | Dasarathy Srinivasan | 48 | 孙圣刚 | 15 | |
| 3 | Kumar Avinash | 31 | 王云甫 | 15 | |
| 4 | Mcardle Anne | 29 | 曹学兵 | 14 | |
| 5 | Leeuwenburgh Christiaan | 28 | 文颖娟 | 10 | |
| 6 | Walrand Stephane | 26 | 孟繁平 | 9 | |
| 7 | Davuluri Gangarao | 25 | 杨俊超 | 8 | |
| 8 | Sieck Gary C | 24 | 梅晓云 | 8 | |
| 9 | Vasilaki Aphrodite | 24 | 何国厚 | 7 | |
| 10 | Brotto Marco | 23 | 刘 睿 | 7 | |
表2 中外作者在肌少症动物模型研究中的发文量统计(前10位)
Table 2 Statistics of the number of articles published by Chinese and foreign authors in the study of animal models of sarcopenia (top 10)
| 排名 | Web of Science核心合集数据库(WOS) | CNKI数据库(CNKI) | |||
|---|---|---|---|---|---|
| Sort | 作者 Authors | 发文量 No. of published articles | 作者 Authors | 发文量 No. of published articles | |
| 1 | Van remmen Holly | 50 | 李柱一 | 19 | |
| 2 | Dasarathy Srinivasan | 48 | 孙圣刚 | 15 | |
| 3 | Kumar Avinash | 31 | 王云甫 | 15 | |
| 4 | Mcardle Anne | 29 | 曹学兵 | 14 | |
| 5 | Leeuwenburgh Christiaan | 28 | 文颖娟 | 10 | |
| 6 | Walrand Stephane | 26 | 孟繁平 | 9 | |
| 7 | Davuluri Gangarao | 25 | 杨俊超 | 8 | |
| 8 | Sieck Gary C | 24 | 梅晓云 | 8 | |
| 9 | Vasilaki Aphrodite | 24 | 何国厚 | 7 | |
| 10 | Brotto Marco | 23 | 刘 睿 | 7 | |
图4 肌少症动物模型相关研究发表期刊及中英文文献中关键词共现聚类图谱
Figure 4 Published journals and keywords co-occurrence cluster map in animal model study of sarcopenia in Chinese and English literature
排名 Sort | 杂志名称 Journal | 影响因子(2023) Impact factor | 发文量/篇 Documents | 共引用频次/次 Citations |
|---|---|---|---|---|
| 1 | FASEB Journal | 4.8 | 196 | 3 020 |
| 2 | Experimental Gerontology | 3.9 | 111 | 3 906 |
| 3 | Journal of Cachexia Sarcopenia and Muscle | 8.9 | 107 | 1 963 |
| 4 | Nutrients | 5.9 | 67 | 1 140 |
| 5 | Aging Cell | 7.8 | 58 | 2 770 |
| 6 | Aging-Us | 5.2 | 52 | 1 486 |
| 7 | International Journal of Molecular Sciences | 5.6 | 50 | 356 |
| 8 | Journals of Gerontology Series A-Biological Sciences and Medical | 5.1 | 48 | 2 295 |
| 9 | Journal of Applied Physiology | 3.3 | 45 | 1 803 |
| 10 | Frontiers in Physiology | 4.0 | 44 | 652 |
表3 肌少症动物模型研究期刊发表文献的共引用统计(前10位)
Table 3 Co-citation statistics of articles published in animal model research journals of sarcopenia(top 10)
排名 Sort | 杂志名称 Journal | 影响因子(2023) Impact factor | 发文量/篇 Documents | 共引用频次/次 Citations |
|---|---|---|---|---|
| 1 | FASEB Journal | 4.8 | 196 | 3 020 |
| 2 | Experimental Gerontology | 3.9 | 111 | 3 906 |
| 3 | Journal of Cachexia Sarcopenia and Muscle | 8.9 | 107 | 1 963 |
| 4 | Nutrients | 5.9 | 67 | 1 140 |
| 5 | Aging Cell | 7.8 | 58 | 2 770 |
| 6 | Aging-Us | 5.2 | 52 | 1 486 |
| 7 | International Journal of Molecular Sciences | 5.6 | 50 | 356 |
| 8 | Journals of Gerontology Series A-Biological Sciences and Medical | 5.1 | 48 | 2 295 |
| 9 | Journal of Applied Physiology | 3.3 | 45 | 1 803 |
| 10 | Frontiers in Physiology | 4.0 | 44 | 652 |
排名 Sort | 英文关键词 English keywords | 共现频率 Co-occurrence frequency | 排名 Sort | 中文关键词 Chinese keywords | 共现频率 Co-occurrence frequency | |
|---|---|---|---|---|---|---|
| 1 | sarcopenia | 961 | 1 | 重症肌无力 | 153 | |
| 2 | aging | 590 | 2 | 肌萎缩 | 124 | |
| 3 | skeletal muscle/muscle | 529 | 3 | 大鼠 | 41 | |
| 4 | muscle atrophy | 239 | 4 | 失神经 | 23 | |
| 5 | mitochondria | 142 | 5 | 乙酰胆碱受体 | 21 | |
| 6 | oxidative stress | 123 | 6 | 骨骼肌 | 17 | |
| 7 | exercise | 93 | 7 | 小鼠 | 16 | |
| 8 | inflammation | 75 | 8 | 失重模拟 | 14 | |
| 9 | autophagy | 70 | 9 | 肌少症 | 13 | |
| 10 | cachexia | 68 | 10 | 乙酰胆碱受体抗体 | 11 |
表4 肌少症动物模型研究中的中英文关键词分析(前10位)
Table 4 English and Chinese keywords analysis in the study of animal model of sarcopenia (top 10)
排名 Sort | 英文关键词 English keywords | 共现频率 Co-occurrence frequency | 排名 Sort | 中文关键词 Chinese keywords | 共现频率 Co-occurrence frequency | |
|---|---|---|---|---|---|---|
| 1 | sarcopenia | 961 | 1 | 重症肌无力 | 153 | |
| 2 | aging | 590 | 2 | 肌萎缩 | 124 | |
| 3 | skeletal muscle/muscle | 529 | 3 | 大鼠 | 41 | |
| 4 | muscle atrophy | 239 | 4 | 失神经 | 23 | |
| 5 | mitochondria | 142 | 5 | 乙酰胆碱受体 | 21 | |
| 6 | oxidative stress | 123 | 6 | 骨骼肌 | 17 | |
| 7 | exercise | 93 | 7 | 小鼠 | 16 | |
| 8 | inflammation | 75 | 8 | 失重模拟 | 14 | |
| 9 | autophagy | 70 | 9 | 肌少症 | 13 | |
| 10 | cachexia | 68 | 10 | 乙酰胆碱受体抗体 | 11 |
聚类 Clusters | 英文文献关键词 Keywords in English literature | 中文文献关键词 Keywords in Chinese literature |
|---|---|---|
1 | body composition, cachexia, cancer cachexia, chronic kidney disease, inflammation, insulin resistance, metabolism, muscle atrophy, muscle regeneration, muscle wasting, myogenesis, myostatin, obesity, sarcopenia, sarcopenia obesity, skeletal muscle atrophy | 动物、失重模拟、小鼠、模拟失重、比目鱼肌、电针、肌、骨骼 |
| 2 | aging, atrophy, hypertrophy, motor, protein synthesis, regeneration, satellite cells, skeletal muscle | 乙酰胆碱受体、兔、动物模型、实验性自身免疫性重症肌无力、糖尿病、肌少症 |
| 3 | aging, apoptosis, autophagy, mice, mitochondria, mitophagy, oxidative stress, reactive oxygen species | 多发性硬化、帕金森病大鼠、肌阵挛、阿尔茨海默病 |
| 4 | bone, muscle, osteoporosis, senescence, vitamin D | 中枢神经系统、乙酰胆碱受体抗体、受体、抗体、胆碱能 |
| 5 | Exercise, frailty, nutrition | Bcl-2、大鼠、细胞凋亡、肌损伤、腓肠肌 |
| 6 | denervation, neuromuscular junction | MAFBX、去神经支配、肌纤维、肌萎缩、骨骼肌 |
| 7 | muscle mass | 咬肌、线粒体、葛根复方、超微结构 |
| 8 | 失神经、胫前肌、补阳还五汤、黄芪 | |
| 9 | 免疫性、细胞因子、重症肌无力 |
表5 英文和中文文献中肌少症动物模型研究关键词聚类分析
Table 5 Cluster analysis of key words in animal model of sarcopenia in English and Chinese literature
聚类 Clusters | 英文文献关键词 Keywords in English literature | 中文文献关键词 Keywords in Chinese literature |
|---|---|---|
1 | body composition, cachexia, cancer cachexia, chronic kidney disease, inflammation, insulin resistance, metabolism, muscle atrophy, muscle regeneration, muscle wasting, myogenesis, myostatin, obesity, sarcopenia, sarcopenia obesity, skeletal muscle atrophy | 动物、失重模拟、小鼠、模拟失重、比目鱼肌、电针、肌、骨骼 |
| 2 | aging, atrophy, hypertrophy, motor, protein synthesis, regeneration, satellite cells, skeletal muscle | 乙酰胆碱受体、兔、动物模型、实验性自身免疫性重症肌无力、糖尿病、肌少症 |
| 3 | aging, apoptosis, autophagy, mice, mitochondria, mitophagy, oxidative stress, reactive oxygen species | 多发性硬化、帕金森病大鼠、肌阵挛、阿尔茨海默病 |
| 4 | bone, muscle, osteoporosis, senescence, vitamin D | 中枢神经系统、乙酰胆碱受体抗体、受体、抗体、胆碱能 |
| 5 | Exercise, frailty, nutrition | Bcl-2、大鼠、细胞凋亡、肌损伤、腓肠肌 |
| 6 | denervation, neuromuscular junction | MAFBX、去神经支配、肌纤维、肌萎缩、骨骼肌 |
| 7 | muscle mass | 咬肌、线粒体、葛根复方、超微结构 |
| 8 | 失神经、胫前肌、补阳还五汤、黄芪 | |
| 9 | 免疫性、细胞因子、重症肌无力 |
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