基于文献计量的丛枝菌根真菌对植物抗性影响的研究态势分析

doi:10.19788/j.issn.2096-6369.230216

农业大数据学报 ›› 2023, Vol. 5 ›› Issue (2): 109-121.doi: 10.19788/j.issn.2096-6369.230216

基于文献计量的丛枝菌根真菌对植物抗性影响的研究态势分析

马俊¹(), 李珊¹, 曹凯², 鲍恩财², 贺超兴^3,^*()

1.江苏财经职业技术学院粮食与食品药品学院，江苏淮安 223003
2.江苏省农业科学院农业设施与装备研究所农业/农村部长江中下游设施农业工程重点实验室，南京 210014
3.中国农业科学院蔬菜花卉研究所，北京 100081

收稿日期:2023-02-02 出版日期:2023-06-26 发布日期:2023-08-15
通讯作者: 贺超兴
作者简介:马俊，博士研究生，讲师，研究方向：设施园艺生理生态；E-mail：lvlsmaggie@163.com。
基金资助:
江苏省高职院校青年教师企业实践培训项目(2021QYSJ018);淮安市自然科学研究计划（指导性）项目(HABZ202120);江苏高校“青蓝工程”(苏教师函[2022]29号)

Analysis of the Research Status of Arbuscular Mycorrhizal Fungi on Plant Adverse Resistance Based on Scientometric Tools

MA Jun¹(), LI Shan¹, CAO Kai², BAO EnCai², HE ChaoXing^3,^*()

1. College of Grain, Food & Pharmacy, Jiangsu Vocational College of Finance & Economics, Huai’an 223003, Jiangsu, China
2. Institute of Agricultural Facilities and Equipment, Jiangsu Academy of Agricultural Sciences/Key Laboratory of Protected Agriculture Engineering in the Middle and Lower Reaches of the Yangtze River, Ministry of Agriculture and Rural Affairs, Nanjing 210014, China
3. Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China

Received:2023-02-02 Online:2023-06-26 Published:2023-08-15
Contact: HE ChaoXing

摘要/Abstract

摘要：

为明晰对丛枝菌根真菌提高植物抵抗逆境等方面作用的研究现状及未来研究趋势，本文利用科学文献计量法，对Web of Science和CNKI数据库中近30年来即1991-2021年间的中英文文献进行了计量分析与可视化处理，总结了丛枝菌根真菌抗性研究领域的文献数量变化、国家和机构合作网络、研究热点和研究方向发展趋势。结果表明：1）丛枝菌根真菌抗性研究仍然是研究热点，研究文献中出现较高频次的关键词有“盐胁迫”“干旱胁迫”等； 2）国内外主要研究单位集中在西班牙国家研究委员会（CSIC）、中国科学院（Chinese Academy of Sciences)、西北农林科技大学（Northwest A&F University）、长江大学（Yangtze University）等高校和研究院所；3）丛枝菌根真菌对重金属逆境的研究以及与其他微生物的协同抗逆作用已成为研究热点。

关键词: 丛枝菌根真菌, 抗性研究, 文献计量分析

Abstract:

This paper adopts the scientometric analysis method to the research state and explore the trends of arbuscular mycorrhizal fungi in improving plant to stress based on the, using the scientific measurement method of big data to conduct quantitative analysis and visualization of Chinese and English literature in the past 30 years (1991-2021) in Web of Science and CNKI databases. The changes in the number of literatures, national and institutional cooperation networks, research hotspots and research trends in the field of arbuscular mycorrhizal fungal resistance are visually displayed. The results showed as follows: 1) The research on arbuscular mycorrhizal fungal resistance has been paid more attention by researchers, and the most frequent keywords are “salt stress” and “drought stress”, which are the hot research directions of arbuscular mycorrhizal fungal resistance; 2) The major domestic and foreign research institutes are focused on the Spanish National Research Council (CSIC), the Chinese Academy of Sciences, Northwest A&F University and Yangtze University) and other universities and research institutes; 3) The study of arbuscular mycorrhizal fungi on heavy metal stress and their synergistic effects with other microorganisms have gradually become a research hotspot.

Key words: arbuscular mycorrhizal fungi, plant resistance research, scientometric

马俊, 李珊, 曹凯, 鲍恩财, 贺超兴. 基于文献计量的丛枝菌根真菌对植物抗性影响的研究态势分析[J]. 农业大数据学报, 2023, 5(2): 109-121.

MA Jun, LI Shan, CAO Kai, BAO EnCai, HE ChaoXing. Analysis of the Research Status of Arbuscular Mycorrhizal Fungi on Plant Adverse Resistance Based on Scientometric Tools[J]. Journal of Agricultural Big Data, 2023, 5(2): 109-121.

图/表 12

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表1

图2

表2

图3

表3

图4

表4

英文文献作者关键词聚类一览表"

聚类编号 Cluster ID	聚类大小 Cluster size	同质性 Silhouette	平均年份 Mean year	聚类标签 LLR based cluster label	主要关键词 Main keywords
#0	55	0.871	1995	drought resistance	drought resistance; arbuscular mycorrhizal fungi; nutrient uptake; water use; soluble sugars
#1	40	0.883	1997	salinity	salinity; stress; inoculation; arid soil; organic solutes
#2	39	0.874	1997	heavy metals	heavy metals; soil contamination; thymus polytrichus (wild thyme); saprobe fungi; soil contamination
#3	38	0.913	1998	water stress	water stress; drought stress; trehalose; abiotic stress; oxidative stress
#4	38	0.891	1997	root	root; glomus mosseae; succinate dehydrogenase; organic matter; aspergillus niger
#5	37	0.992	1998	photosynthesis	photosynthesis; potassium; photochemistry; silicon; melon
#6	35	0.96	1998	gene expression	gene expression; nitrogen (n); induced systemic resistance; biocontrol; tomato
#7	33	0.936	1996	morphology	morphology; ozone; acer-saccharum; temperature; seedling nutrition
#8	33	0.915	1996	oxidative stress	oxidative stress; antioxidant enzymes; antioxidant enzyme; proline; mutualism
#9	31	0.908	1994	glomus intraradices	glomus intraradices; disease resistance; phenolic compounds; vigna unguiculata; 1-aminocyclopropane-1-carboxylate deaminase
#10	29	0.937	1998	salt stress	salt stress; water stress; salinity stress; soil salinity; plant tolerance
#11	28	0.917	1994	indirect effects	indirect effects; phosphorus nutrition; epilachna varivestis; biomass allocation; vesicular-arbuscular mycorrhizal fungus
#12	27	0.988	1999	RNA analysis	rna analysis; rhizoctonia solani; defence-related genes; induced resistance; glomus intraradices
#13	24	0.963	1994	ferulic acid	ferulic acid; iron; phosphate starvation; root growth; ethylene biosynthesis
#14	21	0.978	1995	colonization	colonization; antioxidant enzyme; mycorrhiza-induced resistance; diversity; biological control
#15	20	0.971	2000	chickpea	chickpea; antioxidants; cadmium; lipid peroxidation; photosynthesis
#16	13	1.000	1995	copper tolerance	copper tolerance; vesicular-arbuscular mycorrhiza; agrostis capillaris; mine soils; nitrogen assimilation
#18	8	0.962	1992	starch	starch; cations; solutes; water stress; wheat cultivar
#20	5	0.995	1996	stable isotopes	stable isotopes; acacia tortilis; tropical trees; drought tolerance; mycorrhiza
#22	5	0.993	1993	nontarget effects	nontarget effects; transgenic plants; pr proteins; mycorrhizal susceptibility; disease resistance

表4

表5

图5

图6

表6

参考文献 29

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序号 No.	国家 Country	发文量 Records	中介中心性 Centrality
1	P R CHINA	402	0.22
2	USA	191	0.47
3	SPAIN	173	0.37
4	INDIA	152	0.19
5	IRAN	130	0.10
6	GERMANY	84	0.36
7	EGYPT	72	0.02
8	ITALY	71	0.13
9	FRANCE	70	0.14
10	CANADA	65	0.07

序号 No.	研究机构 Research affiliations	发文量 Records	中介中心性 Centrality
1	CSIC	109	0.17
2	Chinese Academy of Sciences	79	0.20
3	Northwest A&F University	54	0.04
4	Yangtze University	48	0.03
5	King Saud University	39	0.11
6	University of Chinese Academy of Sciences	28	0.04
7	Panjab University	26	0.00
8	Islamic Azad University	25	0.03
9	University Hradec Kralove	25	0.00

序号 No.	研究机构 Research affiliations	发文量 Records	中介中心性 Centrality
1	中国科学院	43	0.41
2	青岛农业大学	30	0.02
3	西南大学	23	0.08
4	西北农林科技大学	22	0.29
5	贵州大学	21	0.17
6	中国矿业大学（北京）	17	0.04
7	河北大学	14	0.01
8	兰州大学	14	0.00
9	中国农业大学	14	0.27
10	华中农业大学	14	0.03

基于文献计量的丛枝菌根真菌对植物抗性影响的研究态势分析

Analysis of the Research Status of Arbuscular Mycorrhizal Fungi on Plant Adverse Resistance Based on Scientometric Tools

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聚类编号 Cluster ID	聚类大小 Cluster size	同质性 Silhouette	平均年份 Mean year	聚类标签 LLR based cluster label	主要关键词 Main keywords
#0	34	0.975	2011	盐胁迫	盐胁迫; 叶绿素; 尖瓣海莲; 白三叶; 大豆
#1	27	0.947	2014	干旱	干旱; 外生菌根; 酸度; 羊草; 土壤
#2	26	0.970	2007	抗旱性	抗旱性; 内生真菌; 沙棘; 可溶性糖; 保护酶活性
#3	25	0.946	2012	低温胁迫	低温胁迫; 光合作用; 叶绿素荧光; 根系形态; 玉米
#4	24	0.951	2007	枳实生苗	枳实生苗; 低磷胁迫; 宿根高粱; 水分胁迫; 铯胁迫
#5	24	0.951	2012	干旱胁迫	干旱胁迫; 生长量; 香椿; 黄土高原煤矿区; 根系性状
#6	21	0.954	2006	耐盐性	耐盐性; 生物量; 棉花; 苍术; 大叶女贞
#7	20	0.962	2008	抗逆性	抗逆性; 植物; 共生; 吸收能力; 促进生长
#8	19	0.882	2009	生长	生长; 向日葵; am真菌; 植物激素; 钠盐胁迫
#9	18	0.940	2011	内源激素	内源激素; 生理生化; 实生苗; 桃叶杜鹃; am菌根
#10	15	0.933	2012	抗氧化酶	抗氧化酶; 紫花苜蓿; 保水剂; 宁夏枸杞; 柑橘根砧
#11	14	0.982	2011	促生作用	促生作用; 耐旱性; 互作机制; 生态功能; 多样性
#12	14	0.976	2008	抗性	抗性; 重金属; 耐性; 综述; 保护酶
#13	6	0.980	2014	美洲黑杨	美洲黑杨; 雌雄异株; 镉污染; 复合污染; 雌雄异株植物

关键词 Keyword	强度 Strength	开始年份 Begin	结束年份 End
infection	41.24	1991	2009
root	12.95	1991	2004
phosphorus	11.22	1991	2004
water relation	6.79	1991	2007
phosphorus nutrition	4.56	1991	1997
vesicular arbuscular mycorrhizae	4.56	1994	1999
acquisition	3.96	1994	2008
Glomus mosseae	12.97	1995	2014
glomus	5.78	1996	2010
colonization	7.94	2001	2009
Glumus intraradice	8.45	2005	2012
phaseolus vulgaris	4.35	2006	2010
tomato	6.03	2007	2014
aggregate stability	4.31	2013	2017
induced resistance	4.03	2013	2017
rhizophagus irregulari	4.67	2015	2019
Zea mays I.	4.61	2015	2019
jasmonic acid	4.11	2015	2019
physiological response	4.72	2016	2021
rhizophagus intraradice	4.12	2016	2017
mechanism	3.88	2016	2021
piriformospora indica	4.06	2017	2021
growh promoting rhizobacteria	3.97	2017	2021
bacteria	4.18	2019	2021
water use efficiency	3.96	2019	2021
抗旱性	3.81	1995	2007
水分胁迫	3.8	2003	2009
抗氧化酶	3.75	2017	2019