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<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2024.1337739</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Research status and trends of physical activity on depression or anxiety: a bibliometric analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Zhang</surname> <given-names>Xin-Yue</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Ye</surname> <given-names>Fang</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Yin</surname> <given-names>Zi-Han</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<name><surname>Li</surname> <given-names>Ya-Qin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Bao</surname> <given-names>Qiong-Nan</given-names></name>
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<contrib contrib-type="author">
<name><surname>Xia</surname> <given-names>Man-Ze</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Chen</surname> <given-names>Zheng-Hong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Zhong</surname> <given-names>Wan-Qi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Wu</surname> <given-names>Ke-Xin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Yao</surname> <given-names>Jin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Liang</surname> <given-names>Fan-Rong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>School of Acu-Mox and Tuina, Chengdu University of Traditional Chinese Medicine</institution>, <addr-line>Chengdu, Sichuan</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Acupuncture Clinical Research Center of Sichuan Province</institution>, <addr-line>Chengdu</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Neurology, The Sichuan Province People's Hospital</institution>, <addr-line>Chengdu</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Stefano Farioli Vecchioli, National Research Council (CNR), Italy</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Daria E. A. Jensen, University Hospital Leipzig, Germany</p>
<p>Carla Masala, University of Cagliari, Italy</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Fan-Rong Liang, <email>acuresearch@126.com</email></corresp>
<fn fn-type="equal" id="fn0001">
<p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>03</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>18</volume>
<elocation-id>1337739</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>11</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Zhang, Ye, Yin, Li, Bao, Xia, Chen, Zhong, Wu, Yao and Liang.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Zhang, Ye, Yin, Li, Bao, Xia, Chen, Zhong, Wu, Yao and Liang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Background</title>
<p>Anxiety and depression are prevalent mental disorders. As modern society continues to face mounting pressures, the incidence of anxiety and depression is on the rise. In recent years, there has been an increasing breadth of research exploring the relationship between anxiety, depression, and physical activity (PA). However, the current research progress and future development trends are unclear. The purpose of this study is to explore the research hotspots and development trends in this field, and to provide guidance for future studies and to provide some reference for clinicians.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>We searched the relevant literature of Web of Science Core Collection from the establishment of the database to August 15, 2023. CiteSpace, VOSviewer and Bibliometrix Packages based on the R language were used to analyze the number of publications, countries, institutions, journals, authors, references, and keywords.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>A total of 1,591 studies were included in the analysis, and the research in the field of PA on anxiety or depression has consistently expanded. The USA (304 publications), Harvard University (93 publications), and the journal of affective disorders (97 publications) were the countries, institutions, and journals that published the highest number of articles, respectively. According to the keywords, students and pregnant women, adult neurogenesis, and Tai Chi were the groups of concern, physiological and pathological mechanisms, and the type of PA of interest, respectively.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>The study of PA on anxiety or depression is experiencing ongoing expansion. Clinicians can consider advising patients to take mind&#x2013;body exercise to improve mood. In addition, future researchers can explore the mind&#x2013;body exercise and its impact on anxiety or depression, PA and anxiety or depression in specific populations, and adult neurogenesis of various exercise in anxiety or depression.</p>
</sec>
</abstract>
<kwd-group>
<kwd>physical activity</kwd>
<kwd>depression</kwd>
<kwd>anxiety</kwd>
<kwd>bibliometric analysis</kwd>
<kwd>adult neurogenesis</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="10"/>
<equation-count count="0"/>
<ref-count count="98"/>
<page-count count="19"/>
<word-count count="10782"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Neurogenesis</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<title>Introduction</title>
<p>Mental disorders have emerged as a significant public health issue, among which depression and anxiety are the most prevalent and one of the primary causes of the global health burden (<xref ref-type="bibr" rid="ref69">Santomauro et al., 2021</xref>). Indeed, they severely impact mental health, social function activities and quality of life. Depression is typically characterized by persistent low mood, loss of interest, cognitive impairment, sleep disorders, loss of appetite and suicidal tendencies (<xref ref-type="bibr" rid="ref51">McCarron et al., 2021</xref>). The World Health Organization (WHO) has listed depression as the third leading cause of the global burden of disease (<xref ref-type="bibr" rid="ref49">Malhi and Mann, 2018</xref>). Moreover, the previous study (<xref ref-type="bibr" rid="ref74">Slavich and Irwin, 2014</xref>) reported that nearly 25% of women and 16% of men will experience depression, and over 50% of patients with depression will relapse. Anxiety disorders are chiefly manifested as episodic or persistent anxiety, tension or panic and other emotions (<xref ref-type="bibr" rid="ref67">Rezaei et al., 2023</xref>), accounting for approximately 3% of the global burden of disease (<xref ref-type="bibr" rid="ref47">Madonna et al., 2019</xref>). In a systematic retrospective study of disease prevalence studies in 44 countries, the global prevalence of anxiety disorders was estimated at 7.3% (<xref ref-type="bibr" rid="ref4">Baxter et al., 2013</xref>). With the increasing pressure of modern human society, the accelerated pace of life is accompanied by an increase in a variety of various stress factors, leading to an increase in the incidence of depression and anxiety disorders, becoming one of the world&#x2019;s major concerns.</p>
<p>The pathogenesis of depression and anxiety disorders remains unclear despite considerable research in the field (<xref ref-type="bibr" rid="ref49">Malhi and Mann, 2018</xref>) involving the regulation of multi-system dysfunction. Through extensive clinical and animal experiments, genetics, biology, and social psychology have been established to participate in the development of diseases (<xref ref-type="bibr" rid="ref23">Guilloux et al., 2011</xref>; <xref ref-type="bibr" rid="ref5">Beesdo-Baum and Knappe, 2012</xref>; <xref ref-type="bibr" rid="ref19">Fischer et al., 2018</xref>; <xref ref-type="bibr" rid="ref49">Malhi and Mann, 2018</xref>). Drug therapy is a common clinical approach but is associated with side effects. Antidepressants have potential adverse reactions such as gastrointestinal symptoms, respiratory distress, hepatotoxicity, and allergic reactions (<xref ref-type="bibr" rid="ref7">Carvalho et al., 2016</xref>). On the other hand, anxiolytics can lead to addiction (<xref ref-type="bibr" rid="ref56">Offidani et al., 2013</xref>), gastrointestinal disorders (<xref ref-type="bibr" rid="ref25">Harvey et al., 2000</xref>), and sexual dysfunction (<xref ref-type="bibr" rid="ref11">Clayton et al., 2002</xref>). However, physical activity (PA) is considered a critical health behavior. The term &#x201C;physical activity intervention&#x201D; captures a broad range of interventions aimed at increasing energy expenditure above resting levels (<xref ref-type="bibr" rid="ref8">Caspersen et al., 1985</xref>), encompassing aerobic exercise, resistance exercise, weight training, dance, yoga, tai chi, wuqinxi, baduanjin, and yijinjing (<xref ref-type="bibr" rid="ref55">Noone et al., 2018</xref>).</p>
<p>In the previous studies, researchers focused on the health benefits of PA and revealed that exercise can mitigate the risk of diseases such as cardiovascular disease (<xref ref-type="bibr" rid="ref82">Valenzuela et al., 2023</xref>), obesity (<xref ref-type="bibr" rid="ref24">Hao et al., 2023</xref>) and diabetes (<xref ref-type="bibr" rid="ref38">Kazeminasab et al., 2023</xref>). Afterward, studies have shifted toward the relationship between exercise and mental health. The 2018 American Sports Guide Advisory Committee report highlighted that PA can alleviate anxiety and depression symptoms (<xref ref-type="bibr" rid="ref60">Pate, 2019</xref>). Previous evidence-based studies have also established that PA is an effective, safe, low-cost, and convenient method for the treatment of depression and anxiety (<xref ref-type="bibr" rid="ref50">Mammen and Faulkner, 2013</xref>; <xref ref-type="bibr" rid="ref73">Singh et al., 2023</xref>). Likewise, <xref ref-type="bibr" rid="ref73">Singh et al. (2023)</xref> demonstrated that physical activity can significantly relieve symptoms of depression, anxiety and distress across a wide range of adult populations. <xref ref-type="bibr" rid="ref40">Kvam et al. (2016)</xref> found that physical exercise is an effective intervention for depression. However, the current research progress and future development trends are unclear, impeding further exploration and development of PA interventions for anxiety and depression.</p>
<p>Bibliometrics is a research method commonly adopted to analyze scientific literature and identify research hotspots and emerging trends (<xref ref-type="bibr" rid="ref9">Chen et al., 2012</xref>). The advantage of bibliometrics analysis lies in the wide range of included studies. Through the intuitive visual display of bibliometrics, the development of a specific field can be more intuitively, comprehensively, and systematically elucidated. Consequently, this research method has been widely applied across various fields (<xref ref-type="bibr" rid="ref9">Chen et al., 2012</xref>; <xref ref-type="bibr" rid="ref15">Dong et al., 2021</xref>; <xref ref-type="bibr" rid="ref14">Cui et al., 2023</xref>). In the previous searches, relevant bibliometrics analysis were identified but were limited in terms of time (<xref ref-type="bibr" rid="ref92">You et al., 2021</xref>), population (<xref ref-type="bibr" rid="ref1">Ai et al., 2023</xref>) and disease type (<xref ref-type="bibr" rid="ref93">Zhai and Xu, 2023</xref>). To the best of our knowledge, there is no comprehensive bibliometric analysis addressing on the current status and trends of PA on anxiety and depression. Therefore, the objective of this study is to present the current research status, hotspots, and trends of PA on anxiety and depression, and to lay a theoretical reference for subsequent research directions and to help clinicians better carry out clinical work.</p>
</sec>
<sec sec-type="methods" id="sec6">
<title>Methods</title>
<p>To date, there are no standardized guidelines for bibliometric analysis. Nevertheless, this study was conducted in accordance with the recommendations of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses 2020 (<xref ref-type="bibr" rid="ref58">Page et al., 2021</xref>) (PRISMA 2020) (Appendix 1). Additionally, this study was registered on the Open Science Framework (OSF) with the registration DOI: <ext-link xlink:href="https://doi.org/10.17605/OSF.IO/7NJUP.Registration" ext-link-type="uri">https://doi.org/10.17605/OSF.IO/7NJUP.Registration</ext-link> after data analysis was selected based on specific circumstances.</p>
<sec id="sec7">
<title>Data collection and search strategies</title>
<p>In this study, the relevant literatures of Web of Science Core Collection (WoSCC) from the establishment of the database to August 15, 2023 were searched. Because we only focus on research trends and hotspots, based on previous bibliometric studies (<xref ref-type="bibr" rid="ref89">Xiong et al., 2021</xref>; <xref ref-type="bibr" rid="ref52">Mendlowicz et al., 2022</xref>; <xref ref-type="bibr" rid="ref90">Yang et al., 2022</xref>; <xref ref-type="bibr" rid="ref35">Ji et al., 2023</xref>), articles were screened by title rather than topic in order to avoid the influence of confounding factors in the abstract. The WoSCC search formula was set as follows: TI&#x2009;=&#x2009;[(&#x2018;depressive disorder&#x2019; OR &#x2018;depression&#x2019; OR &#x2018;anxiety&#x2019;) AND (&#x2018;exercise&#x2019; OR &#x2018;training&#x2019; OR &#x2018;dance&#x2019; OR &#x2018;aerobic&#x2019; OR &#x2018;fitness&#x2019; OR &#x2018;cardio &#x2018;OR &#x2018;physical activity&#x2019; OR &#x2018;resistance exercise&#x2019; OR &#x2018;weight training&#x2019; OR &#x2018;yoga&#x2019; OR &#x2018;taichi&#x2019; OR &#x2018;wuqinxi&#x2019; OR &#x2018;baduanjin&#x2019; OR &#x2018;yijinjing&#x2019;)]. The article retrieval and data extraction were completed within 1&#x2009;day on August 15, 2023, to avoid potential biases caused by daily database updates.</p>
<p>Two independent reviewers (X-YZ and Y-QL) screened titles, keywords, and abstracts for relevance. Duplicate and ineligible studies were excluded. All remaining studies were examined for inclusion once the full text had been reviewed. In case of disagreements, a third reviewer (F-RL) counterchecked and arbitrated. The detailed retrieval process was shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>The detailed retrieval process.</p>
</caption>
<graphic xlink:href="fnins-18-1337739-g001.tif"/>
</fig>
</sec>
<sec id="sec8">
<title>Inclusion/ exclusion criteria</title>
<p>Inclusion criteria were: (1) Peer-reviewed published articles on physical activity and anxiety or depression, including basic and clinical research; (2) Physical activities include aerobic exercise, resistance exercise, weight training, dance, yoga, tai chi, wuqinxi, baduanjin, and yijinjing; (3) The main types of literatures chosen for our study were articles and reviews; (4) The language of the article is limited to English.</p>
<p>Exclusion criteria were: (1) The articles unrelated to the research theme; (2) Articles not officially published; (3) Conference abstracts and proceedings and corrigendum documents; (4) Articles not in English language.</p>
</sec>
<sec id="sec9">
<title>Statistical analysis and tools</title>
<p>In this study, CiteSpace (version 6.2.4), VOSviewer (version 1.6.19), and Bibliometrix Packages based on the R language (version 4.3.1) were used to perform this bibliometric analysis.</p>
<p>CiteSpace is mainly used to count centrality and generate cooperation network visualizations. It can reveal changes in emerging trends, identify research frontiers (<xref ref-type="bibr" rid="ref9">Chen et al., 2012</xref>). The visualization map consists of nodes and lines, where the size of the nodes is determined by the number of items (<xref ref-type="bibr" rid="ref10">Chen and Song, 2019</xref>), and the connections between the nodes reveal collaboration or references. The betweenness centrality measure quantifies the importance and connectivity of the node&#x2019;s location in the network. The higher the betweenness centrality is, the more the related connections are (<xref ref-type="bibr" rid="ref97">Zhu et al., 2022</xref>). The basic parameters were as follows: time slicing (2011&#x2013;2023), years per slice (5), top N per slice (12), pruning (pathfinder, pruning sliced networks and pruning the merged network).</p>
<p>Vosviewer is an analysis software based on network data to construct a visual network map (<xref ref-type="bibr" rid="ref83">van Eck and Waltman, 2010</xref>), which can systematically understand the structure and dynamic development of scientific research. In Vosviewer&#x2019;s cooperation network visualizations map and co-citation network visualizations map, different colors represent different clusters, and the lines between circles represent the cooperative relationship between different points. In this study, VOSviewer 1.6.18 was used to visualize the authors and references based on data.</p>
<p>The bibliometrix is an online visualization package based on R studio. Literature analysis statistics, index calculation, network analysis and knowledge map drawing can be carried out. The detailed method is shown in <xref ref-type="fig" rid="fig2">Figure 2A</xref>.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p><bold>(A)</bold> The detailed method. <bold>(B)</bold> The number of articles published and the annual cumulative number of publications in each year about PA on depression or anxiety. <bold>(C)</bold> The top 10 countries by publication frequency. <bold>(D)</bold> The annual publication frequency line chart of the top 5 countries.</p>
</caption>
<graphic xlink:href="fnins-18-1337739-g002.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="results" id="sec10">
<title>Results</title>
<sec id="sec11">
<title>Literature screening results</title>
<p>According to the literature search strategy, a total of 2,227 articles were retrieved. To read the titles, abstracts, and even the full texts of paper to filter out papers that are closely related to our subject. Only 1,591 publications were enrolled. The main information of the included studies is shown in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>The main information of the included studies.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Main information about data</th>
<th align="center" valign="top">Results</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="bottom">Timespan</td>
<td align="center" valign="bottom">2011:2023</td>
</tr>
<tr>
<td align="left" valign="bottom">Articles</td>
<td align="center" valign="bottom">1,591</td>
</tr>
<tr>
<td align="left" valign="bottom">Annual Growth Rate %</td>
<td align="center" valign="bottom">13.04</td>
</tr>
<tr>
<td align="left" valign="bottom">Article Average Age</td>
<td align="center" valign="bottom">4.19</td>
</tr>
<tr>
<td align="left" valign="bottom">Average Citations Per Article</td>
<td align="center" valign="bottom">25.79</td>
</tr>
<tr>
<td align="left" valign="bottom">Journals</td>
<td align="center" valign="bottom">590</td>
</tr>
<tr>
<td align="left" valign="bottom">Institutions</td>
<td align="center" valign="bottom">2,362</td>
</tr>
<tr>
<td align="left" valign="bottom">Countries</td>
<td align="center" valign="bottom">78</td>
</tr>
<tr>
<td align="left" valign="bottom">Authors</td>
<td align="center" valign="bottom">7,639</td>
</tr>
<tr>
<td align="left" valign="bottom">Authors of Single-authored Articles</td>
<td align="center" valign="bottom">27</td>
</tr>
<tr>
<td align="left" valign="bottom">References</td>
<td align="center" valign="bottom">54,542</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec12">
<title>Publication growth and outputs</title>
<p>The change in the number of papers published annually is an important indicator, and the number of articles published during each period provides an intuitive indication of research trends in this field. According to our search strategy, the publication time of the 1,591 articles included was statistically analyzed, exposing that the number of related articles progressively increased over time (<xref ref-type="fig" rid="fig2">Figure 2B</xref>). Given that the retrieval time extended up to August 15,2023, the number of publications in 2023 currently appeared to be lower than that in 2022. However, the annual cumulative number of publications exhibited a consistent upward trend. According to the growth curve of the number of published papers, we postulate that the impact of PA on anxiety or depression is garnering increasing attention.</p>
</sec>
<sec id="sec13">
<title>Analysis of countries and institutions</title>
<p>A total of 78 countries participated in studies investigating the effect of PA on depression or anxiety. According to <xref ref-type="table" rid="tab2">Table 2</xref>, the USA (1,226 times) was the leading country in terms of related publications, followed by China (960 times) and the UK (419 times) (<xref ref-type="fig" rid="fig2">Figure 2C</xref>). As illustrated in <xref ref-type="fig" rid="fig2">Figure 2D</xref>, the frequency of studies published in the United States and China has significantly increased on a yearly basis. Moreover, according to the national statistics of the corresponding author in the article, the USA emerged as leading country (304 publications), followed by China (280 publications) and Brazil (87 publications). The multiple country publications ratio refers to the proportion of co-authored articles in a country&#x2019;s published articles. A larger value reflects a higher number of articles and a higher degree of cooperation with other countries. Interestingly, the MCP ratio value of Brazil was the largest (0.448), indicating that the country extensively cooperated with other countries. In addition, Brazil and Sweden had the highest centrality (over 0.1), implying that these two countries are the primary research centers in the field of the role of PA on depression or anxiety.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Top 10 countries by frequency, centrality, articles and MCP_Ratio.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Rank</th>
<th align="left" valign="top">Country</th>
<th align="center" valign="top">Frequency</th>
<th align="center" valign="top">Rank</th>
<th align="left" valign="top">Country</th>
<th align="center" valign="top">Centrality</th>
<th align="center" valign="top">Rank</th>
<th align="left" valign="top">Country</th>
<th align="center" valign="top">Articles<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></th>
<th align="center" valign="top">Rank</th>
<th align="left" valign="top">Country</th>
<th align="center" valign="top">MCP_Ratio<xref ref-type="table-fn" rid="tfn2"><sup>b</sup></xref></th>
<th align="center" valign="top">Rank</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="bottom">1</td>
<td align="left" valign="bottom">USA</td>
<td align="center" valign="bottom">1,226</td>
<td align="center" valign="bottom">1</td>
<td align="left" valign="bottom">BRAZIL</td>
<td align="center" valign="bottom">0.61</td>
<td align="center" valign="bottom">1</td>
<td align="left" valign="bottom">USA</td>
<td align="center" valign="bottom">304</td>
<td align="center" valign="bottom">1</td>
<td align="left" valign="bottom">BRAZIL</td>
<td align="center" valign="bottom">0.448</td>
<td align="center" valign="bottom">1</td>
</tr>
<tr>
<td align="left" valign="bottom">2</td>
<td align="left" valign="bottom">CHINA</td>
<td align="center" valign="bottom">960</td>
<td align="center" valign="bottom">2</td>
<td align="left" valign="bottom">SWEDEN</td>
<td align="center" valign="bottom">0.26</td>
<td align="center" valign="bottom">2</td>
<td align="left" valign="bottom">CHINA</td>
<td align="center" valign="bottom">280</td>
<td align="center" valign="bottom">2</td>
<td align="left" valign="bottom">SPAIN</td>
<td align="center" valign="bottom">0.371</td>
<td align="center" valign="bottom">2</td>
</tr>
<tr>
<td align="left" valign="bottom">3</td>
<td align="left" valign="bottom">UK</td>
<td align="center" valign="bottom">419</td>
<td align="center" valign="bottom">3</td>
<td align="left" valign="bottom">CHINA</td>
<td align="center" valign="bottom">0.05</td>
<td align="center" valign="bottom">3</td>
<td align="left" valign="bottom">BRAZIL</td>
<td align="center" valign="bottom">87</td>
<td align="center" valign="bottom">3</td>
<td align="left" valign="bottom">UK</td>
<td align="center" valign="bottom">0.333</td>
<td align="center" valign="bottom">3</td>
</tr>
<tr>
<td align="left" valign="bottom">4</td>
<td align="left" valign="bottom">AUSTRALIA</td>
<td align="center" valign="bottom">418</td>
<td align="center" valign="bottom">4</td>
<td align="left" valign="bottom">SPAIN</td>
<td align="center" valign="bottom">0.05</td>
<td align="center" valign="bottom">4</td>
<td align="left" valign="bottom">AUSTRALIA</td>
<td align="center" valign="bottom">86</td>
<td align="center" valign="bottom">4</td>
<td align="left" valign="bottom">GERMANY</td>
<td align="center" valign="bottom">0.329</td>
<td align="center" valign="bottom">4</td>
</tr>
<tr>
<td align="left" valign="bottom">5</td>
<td align="left" valign="bottom">BRAZIL</td>
<td align="center" valign="bottom">363</td>
<td align="center" valign="bottom">5</td>
<td align="left" valign="bottom">USA</td>
<td align="center" valign="bottom">0.05</td>
<td align="center" valign="bottom">5</td>
<td align="left" valign="bottom">GERMANY</td>
<td align="center" valign="bottom">70</td>
<td align="center" valign="bottom">5</td>
<td align="left" valign="bottom">AUSTRALIA</td>
<td align="center" valign="bottom">0.291</td>
<td align="center" valign="bottom">5</td>
</tr>
<tr>
<td align="left" valign="bottom">6</td>
<td align="left" valign="bottom">SPAIN</td>
<td align="center" valign="bottom">312</td>
<td align="center" valign="bottom">6</td>
<td align="left" valign="bottom">AUSTRALIA</td>
<td align="center" valign="bottom">0.05</td>
<td align="center" valign="bottom">6</td>
<td align="left" valign="bottom">UK</td>
<td align="center" valign="bottom">66</td>
<td align="center" valign="bottom">6</td>
<td align="left" valign="bottom">CANADA</td>
<td align="center" valign="bottom">0.291</td>
<td align="center" valign="bottom">6</td>
</tr>
<tr>
<td align="left" valign="bottom">7</td>
<td align="left" valign="bottom">GERMANY</td>
<td align="center" valign="bottom">294</td>
<td align="center" valign="bottom">7</td>
<td align="left" valign="bottom">UK</td>
<td align="center" valign="bottom">0.00</td>
<td align="center" valign="bottom">7</td>
<td align="left" valign="bottom">SPAIN</td>
<td align="center" valign="bottom">62</td>
<td align="center" valign="bottom">7</td>
<td align="left" valign="bottom">IRAN</td>
<td align="center" valign="bottom">0.273</td>
<td align="center" valign="bottom">7</td>
</tr>
<tr>
<td align="left" valign="bottom">8</td>
<td align="left" valign="bottom">CANADA</td>
<td align="center" valign="bottom">243</td>
<td align="center" valign="bottom">8</td>
<td align="left" valign="bottom">GERMANY</td>
<td align="center" valign="bottom">0.00</td>
<td align="center" valign="bottom">8</td>
<td align="left" valign="bottom">KOREA</td>
<td align="center" valign="bottom">61</td>
<td align="center" valign="bottom">8</td>
<td align="left" valign="bottom">CHINA</td>
<td align="center" valign="bottom">0.218</td>
<td align="center" valign="bottom">8</td>
</tr>
<tr>
<td align="left" valign="bottom">9</td>
<td align="left" valign="bottom">SWEDEN</td>
<td align="center" valign="bottom">230</td>
<td align="center" valign="bottom">9</td>
<td align="left" valign="bottom">CANADA</td>
<td align="center" valign="bottom">0.00</td>
<td align="center" valign="bottom">9</td>
<td align="left" valign="bottom">CANADA</td>
<td align="center" valign="bottom">55</td>
<td align="center" valign="bottom">9</td>
<td align="left" valign="bottom">USA</td>
<td align="center" valign="bottom">0.122</td>
<td align="center" valign="bottom">9</td>
</tr>
<tr>
<td align="left" valign="bottom">10</td>
<td align="left" valign="bottom">IRAN</td>
<td align="center" valign="bottom">206</td>
<td align="center" valign="bottom">10</td>
<td align="left" valign="bottom">IRAN</td>
<td align="center" valign="bottom">0.00</td>
<td align="center" valign="bottom">10</td>
<td align="left" valign="bottom">IRAN</td>
<td align="center" valign="bottom">55</td>
<td align="center" valign="bottom">10</td>
<td align="left" valign="bottom">KOREA</td>
<td align="center" valign="bottom">0.082</td>
<td align="center" valign="bottom">10</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1"><label>a</label><p>Articles, number of articles in national statistics by corresponding author.</p></fn>
<fn id="tfn2"><label>b</label><p>Multiple country publications ratio, refers to the proportion of co-authored articles in a country&#x2019;s published articles.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>A total of 2,362 institutions published articles of PA on depression or anxiety. As summarized in <xref ref-type="table" rid="tab3">Table 3</xref>, among the top ten institutions, two institutions were from the USA and the UK, respectively. Notably, the top three high-yield institutions in this field were <italic>HARVARD UNIVERSITY</italic> (93 publications), <italic>UNIVERSITY OF LONDON</italic> (75 publications) and <italic>KING &#x2018;S COLLEGE LONDON</italic> (69 publications). While the publication volume of <italic>KU LEUVEN</italic> was not the highest, its centrality was the highest (0.66), indicating that the organization plays an important role in the field. In addition, the centrality of <italic>UNIVERSITY OF LONDON</italic> (0.32), <italic>KING &#x2018;S COLLEGE LONDON</italic> (0.37), and <italic>KAROLINSKA INSTITUTET</italic> (0.47) was also greater than 0.1, signifying that they also had a strong academic influence in this field. From the aforementioned results, it can be deduced that in the field of PA with depression or anxiety, despite the USA and China having published a large number of papers, their influence and cooperation with other countries remain sub-optimal.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Top 10 institutions distributed by publications and centrality.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Rank</th>
<th align="left" valign="top">Institutions</th>
<th align="center" valign="top">Publications</th>
<th align="center" valign="top">Centrality</th>
<th align="center" valign="top">First publication year</th>
<th align="left" valign="top">Original country</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">1</td>
<td align="left" valign="top">HARVARD UNIVERSITY</td>
<td align="center" valign="top">93</td>
<td align="center" valign="top">0.08</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">USA</td>
</tr>
<tr>
<td align="left" valign="top">2</td>
<td align="left" valign="top">UNIVERSITY OF LONDON</td>
<td align="center" valign="top">75</td>
<td align="center" valign="top">0.32</td>
<td align="center" valign="top">2012</td>
<td align="left" valign="top">UK</td>
</tr>
<tr>
<td align="left" valign="top">3</td>
<td align="left" valign="top">KING&#x2019;S COLLEGE LONDON</td>
<td align="center" valign="top">69</td>
<td align="center" valign="top">0.37</td>
<td align="center" valign="top">2016</td>
<td align="left" valign="top">UK</td>
</tr>
<tr>
<td align="left" valign="top">4</td>
<td align="left" valign="top">KAROLINSKA INSTITUTET</td>
<td align="center" valign="top">64</td>
<td align="center" valign="top">0.47</td>
<td align="center" valign="top">2013</td>
<td align="left" valign="top">Sweden</td>
</tr>
<tr>
<td align="left" valign="top">5</td>
<td align="left" valign="top">KU LEUVEN</td>
<td align="center" valign="top">59</td>
<td align="center" valign="top">0.66</td>
<td align="center" valign="top">2013</td>
<td align="left" valign="top">Belgium</td>
</tr>
<tr>
<td align="left" valign="top">6</td>
<td align="left" valign="top">VRIJE UNIVERSITEIT AMSTERDAM</td>
<td align="center" valign="top">55</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">2016</td>
<td align="left" valign="top">Netherlands</td>
</tr>
<tr>
<td align="left" valign="top">7</td>
<td align="left" valign="top">UNIVERSITY OF CALIFORNIA SYSTEM</td>
<td align="center" valign="top">52</td>
<td align="center" valign="top">0.09</td>
<td align="center" valign="top">2012</td>
<td align="left" valign="top">USA</td>
</tr>
<tr>
<td align="left" valign="top">8</td>
<td align="left" valign="top">CHONGQING MEDICAL UNIVERSITY</td>
<td align="center" valign="top">48</td>
<td align="center" valign="top">0.00</td>
<td align="center" valign="top">2016</td>
<td align="left" valign="top">China</td>
</tr>
<tr>
<td align="left" valign="top">9</td>
<td align="left" valign="top">UNIVERSITY OF BASEL</td>
<td align="center" valign="top">47</td>
<td align="center" valign="top">0.00</td>
<td align="center" valign="top">2016</td>
<td align="left" valign="top">Switzerland</td>
</tr>
<tr>
<td align="left" valign="top">10</td>
<td align="left" valign="top">UNIVERSITY OF COPENHAGEN</td>
<td align="center" valign="top">46</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Denmark</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec14">
<title>Analysis of authors</title>
<p>According to the results, a total of 7,639 authors published articles of PA on depression or anxiety. As detailed in <xref ref-type="table" rid="tab4">Table 4</xref>, the top three authors in terms of the H-index were Stubbs B (24), Vancampfort D (21), and Schuch FB (20), with these authors also leading in total citations. Besides, the number of publications of these three authors was 43, 34, and 31, respectively. The H-index is a standardized indicator that reflects the number and impact of publications at the individual level (<xref ref-type="bibr" rid="ref28">Hirsch, 2005</xref>; <xref ref-type="bibr" rid="ref29">Hirsch, 2007</xref>). Of note, the g-index and m-index were derived from the h-index (<xref ref-type="bibr" rid="ref2">Ali, 2021</xref>). These three indexes can collectively reflect the individual&#x2019;s academic influence. As displayed in <xref ref-type="fig" rid="fig3">Figures 3A</xref>&#x2013;<xref ref-type="fig" rid="fig3">D</xref>, Stubbs B, from the King&#x2019;s College London in the UK, was the most prominent author, ranking first in all three indices. Although Stubbs B&#x2019;s study of PA on depression or anxiety was initiated in 2015, it ranked first in terms of total citations. According to the ranking of the H-index, two of the top ten authors originated from the UK, demonstrating that the influence of the UK in this field should not be underestimated. According to the author&#x2019;s network visualization (<xref ref-type="fig" rid="fig3">Figure 3E</xref>) and density visualization (<xref ref-type="fig" rid="fig3">Figure 3F</xref>), a cooperative network centered on Stubbs B and Gerber M was formed, wherein the former had more and closer cooperation. However, cooperation between the two authors is still lacking.</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Top 10 authors distributed by publications.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Authors</th>
<th align="center" valign="top">H_index</th>
<th align="center" valign="top">G_index</th>
<th align="center" valign="top">M_index</th>
<th align="center" valign="top">TC<xref ref-type="table-fn" rid="tfn3"><sup>a</sup></xref></th>
<th align="center" valign="top">NP<xref ref-type="table-fn" rid="tfn4"><sup>b</sup></xref></th>
<th align="center" valign="top">PY_start<xref ref-type="table-fn" rid="tfn5"><sup>c</sup></xref></th>
<th align="left" valign="top">Institutions</th>
<th align="left" valign="top">Country</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">STUBBS B</td>
<td align="center" valign="top">24</td>
<td align="center" valign="top">43</td>
<td align="center" valign="top">2.667</td>
<td align="center" valign="top">4,521</td>
<td align="center" valign="top">43</td>
<td align="center" valign="bottom">2015</td>
<td align="left" valign="bottom">King&#x2019;s College London</td>
<td align="left" valign="bottom">UK</td>
</tr>
<tr>
<td align="left" valign="top">VANCAMPFORT D</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">34</td>
<td align="center" valign="top">1.615</td>
<td align="center" valign="top">4,085</td>
<td align="center" valign="top">34</td>
<td align="center" valign="bottom">2011</td>
<td align="left" valign="bottom">Ku Leuven</td>
<td align="left" valign="bottom">Belgium</td>
</tr>
<tr>
<td align="left" valign="top">SCHUCH FB</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">31</td>
<td align="center" valign="top">1.538</td>
<td align="center" valign="top">3,629</td>
<td align="center" valign="top">31</td>
<td align="center" valign="bottom">2011</td>
<td align="left" valign="bottom">Federal University of Santa Maria</td>
<td align="left" valign="bottom">Brazil</td>
</tr>
<tr>
<td align="left" valign="top">HALLGREN M</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">26</td>
<td align="center" valign="top">1.889</td>
<td align="center" valign="top">1935</td>
<td align="center" valign="top">26</td>
<td align="center" valign="bottom">2015</td>
<td align="left" valign="bottom">Karolinska Institutet</td>
<td align="left" valign="bottom">Sweden</td>
</tr>
<tr>
<td align="left" valign="top">ROSENBAUM S</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">22</td>
<td align="center" valign="top">1.889</td>
<td align="center" valign="top">3,652</td>
<td align="center" valign="top">22</td>
<td align="center" valign="bottom">2015</td>
<td align="left" valign="bottom">University of New South Wales</td>
<td align="left" valign="bottom">Australia</td>
</tr>
<tr>
<td align="left" valign="top">HERRING MP</td>
<td align="center" valign="top">15</td>
<td align="center" valign="top">27</td>
<td align="center" valign="top">1.250</td>
<td align="center" valign="top">748</td>
<td align="center" valign="top">30</td>
<td align="center" valign="bottom">2012</td>
<td align="left" valign="bottom">University of Limerick</td>
<td align="left" valign="bottom">Ireland</td>
</tr>
<tr>
<td align="left" valign="top">FIRTH J</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">1.625</td>
<td align="center" valign="top">2,414</td>
<td align="center" valign="top">16</td>
<td align="center" valign="bottom">2016</td>
<td align="left" valign="bottom">University of Manchester</td>
<td align="left" valign="bottom">UK</td>
</tr>
<tr>
<td align="left" valign="top">GERBER M</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">1.300</td>
<td align="center" valign="top">445</td>
<td align="center" valign="top">24</td>
<td align="center" valign="bottom">2014</td>
<td align="left" valign="bottom">University of Bern</td>
<td align="left" valign="bottom">Switzerland</td>
</tr>
<tr>
<td align="left" valign="top">TRIVEDI MH</td>
<td align="center" valign="top">12</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">0.923</td>
<td align="center" valign="top">669</td>
<td align="center" valign="top">16</td>
<td align="center" valign="bottom">2011</td>
<td align="left" valign="bottom">University of Texas Southwestern Medical Center</td>
<td align="left" valign="bottom">USA</td>
</tr>
<tr>
<td align="left" valign="top">FORSELL Y</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">1.111</td>
<td align="center" valign="top">419</td>
<td align="center" valign="top">10</td>
<td align="center" valign="bottom">2015</td>
<td align="left" valign="bottom">Karolinska Institutet</td>
<td align="left" valign="bottom">Sweden</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn3"><label>a</label><p>TC,Total citation.</p>
</fn>
<fn id="tfn4"><label>b</label><p>NP, The numberof publications.</p>
</fn>
<fn id="tfn5"><label>c</label><p>PY stat, The year for the first pubication.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p><bold>(A)</bold> Top 10 authors in terms of h-index. <bold>(B)</bold> Top 10 authors in terms of g-index. <bold>(C)</bold> Top 10 authors in terms of m-index. <bold>(D)</bold> The radar map of the top 10 authors in terms of h-index, g-index and m-index. <bold>(E)</bold> The author&#x2019;s network visualization. <bold>(F)</bold> The author&#x2019;s density visualization.</p>
</caption>
<graphic xlink:href="fnins-18-1337739-g003.tif"/>
</fig>
</sec>
<sec id="sec15">
<title>Analysis of journals</title>
<p>A total of 590 journals published relevant articles of PA on depression or anxiety. According to the number of publications (<xref ref-type="table" rid="tab5">Table 5</xref>), the top three magazines are <italic>JOURNAL OF AFFECTIVE DISORDERS</italic> (97 publication), <italic>INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH</italic> (73 publication), and <italic>FRONTIERS IN PSYCHIATRY</italic> (48 publication) respectively. The top 10 most productive journals in <xref ref-type="table" rid="tab4">Table 4</xref> are mainly in Q1 or Q2. The top three journals of H-index in this field are <italic>PLOS ONE</italic> (268, IF3.7), <italic>JOURNAL OF AFFECTIVE DISORDERS</italic> (165, IF6.6), and <italic>BEHAVIORAL BRAIN RESEARCH</italic> (154, IF11.3).</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Top 10 journals distributed by publications.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Rank</th>
<th align="left" valign="top">Sources</th>
<th align="center" valign="top">Publications</th>
<th align="center" valign="top">JIF quartile</th>
<th align="center" valign="top">IF(JCR 2023)</th>
<th align="center" valign="top">h-index</th>
<th align="left" valign="top">Publishers</th>
<th align="left" valign="top">Country</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">1</td>
<td align="left" valign="top">JOURNAL OF AFFECTIVE DISORDERS</td>
<td align="center" valign="top">97</td>
<td align="center" valign="top">Q1</td>
<td align="center" valign="top">6.6</td>
<td align="center" valign="top">165</td>
<td align="left" valign="top">Elsevier</td>
<td align="left" valign="top">Netherlands</td>
</tr>
<tr>
<td align="left" valign="top">2</td>
<td align="left" valign="top">INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH</td>
<td align="center" valign="top">73</td>
<td align="center" valign="top">/</td>
<td align="center" valign="top">/</td>
<td align="center" valign="top">78</td>
<td align="left" valign="top">MDPI</td>
<td align="left" valign="top">Switzerland</td>
</tr>
<tr>
<td align="left" valign="top">3</td>
<td align="left" valign="top">FRONTIERS IN PSYCHIATRY</td>
<td align="center" valign="top">48</td>
<td align="center" valign="top">Q2</td>
<td align="center" valign="top">4.7</td>
<td align="center" valign="top">52</td>
<td align="left" valign="top">Frontiers Media S.A.</td>
<td align="left" valign="top">USA</td>
</tr>
<tr>
<td align="left" valign="top">4</td>
<td align="left" valign="top">MENTAL HEALTH AND PHYSICAL ACTIVITY</td>
<td align="center" valign="top">26</td>
<td align="center" valign="top">Q2</td>
<td align="center" valign="top">4.7</td>
<td align="center" valign="top">33</td>
<td align="left" valign="top">Elsevier</td>
<td align="left" valign="top">Netherlands</td>
</tr>
<tr>
<td align="left" valign="top">5</td>
<td align="left" valign="top">FRONTIERS IN PSYCHOLOGY</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">Q1</td>
<td align="center" valign="top">3.8</td>
<td align="center" valign="top">110</td>
<td align="left" valign="top">Frontiers Media S.A.</td>
<td align="left" valign="top">Switzerland</td>
</tr>
<tr>
<td align="left" valign="top">6</td>
<td align="left" valign="top">PSYCHIATRY RESEARCH</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">Q1</td>
<td align="center" valign="top">11.3</td>
<td align="center" valign="top">118</td>
<td align="left" valign="top">Elsevier</td>
<td align="left" valign="top">Netherlands</td>
</tr>
<tr>
<td align="left" valign="top">7</td>
<td align="left" valign="top">BEHAVIORAL BRAIN RESEARCH</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">Q2</td>
<td align="center" valign="top">2.7</td>
<td align="center" valign="top">154</td>
<td align="left" valign="top">Elsevier</td>
<td align="left" valign="top">Netherlands</td>
</tr>
<tr>
<td align="left" valign="top">8</td>
<td align="left" valign="top">BMC PUBLIC HEALTH</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">Q2</td>
<td align="center" valign="top">4.5</td>
<td align="center" valign="top">117</td>
<td align="left" valign="top">BioMed Central</td>
<td align="left" valign="top">UK</td>
</tr>
<tr>
<td align="left" valign="top">9</td>
<td align="left" valign="top">DEPRESSION AND ANXIETY</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">Q1</td>
<td align="center" valign="top">7.4</td>
<td align="center" valign="top">110</td>
<td align="left" valign="top">Wiley-Blackwell Publishing Ltd</td>
<td align="left" valign="top">USA</td>
</tr>
<tr>
<td align="left" valign="top">10</td>
<td align="left" valign="top">PLOS ONE</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">Q2</td>
<td align="center" valign="top">3.7</td>
<td align="center" valign="top">268</td>
<td align="left" valign="top">Public Library of Science</td>
<td align="left" valign="top">USA</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec16">
<title>Analysis of cited literatures and references</title>
<p>The top ten highly cited articles in the field of PA on depression or anxiety based on total citations are listed in <xref ref-type="table" rid="tab6">Table 6</xref>. The top three were articles published by Stanton R in 2020 (<xref ref-type="bibr" rid="ref77">Stanton et al., 2020</xref>) (740 citations), followed by articles published by <xref ref-type="bibr" rid="ref72">Schuch et al. (2016)</xref> (709 citations), titled &#x201C;Exercise as a treatment for depression: A meta-analysis adjusting for publication bias,&#x201D; and Cooney GM in 2013 (<xref ref-type="bibr" rid="ref12">Cooney et al., 2013</xref>) (661 citations), titled &#x201C;Exercise for depression.&#x201D; Despite the article published by Stanton R in 2020 (<xref ref-type="bibr" rid="ref77">Stanton et al., 2020</xref>) being the most recent one, it garnered the highest number of citations. This observation may be attributed to the increased attention paid to the novel coronavirus in recent years. This paper (<xref ref-type="bibr" rid="ref77">Stanton et al., 2020</xref>) largely examined the relationship between depression, anxiety and physical activity of adults during the COVID-19 pandemic.</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption>
<p>Top 10 cited literatures.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Rank</th>
<th align="left" valign="top">Title</th>
<th align="center" valign="top">Total Citations</th>
<th align="left" valign="top">Authors</th>
<th align="left" valign="top">Source</th>
<th align="center" valign="top">Year</th>
<th align="left" valign="top">DOI</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">1</td>
<td align="left" valign="top">Depression, Anxiety and Stress during COVID-19: Associations with Changes in Physical Activity, Sleep, Tobacco and Alcohol Use in Australian Adults</td>
<td align="center" valign="top">740</td>
<td align="left" valign="top">Stanton R</td>
<td align="left" valign="top">Int J Een Res Pub He</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">
<ext-link xlink:href="https://10.3390/ijerph17114065" ext-link-type="uri">10.3390/ijerph17114065</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="top">2</td>
<td align="left" valign="top">Exercise as a treatment for depression: A meta-analysis adjusting for publication bias</td>
<td align="center" valign="top">709</td>
<td align="left" valign="top">Schuch FB</td>
<td align="left" valign="top">J Psychiatr Res</td>
<td align="center" valign="top">2016</td>
<td align="left" valign="top">
<ext-link xlink:href="https://10.1016/j.jpsychires.2016.02.023" ext-link-type="uri">10.1016/j.jpsychires.2016.02.023</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="top">3</td>
<td align="left" valign="top">Exercise for depression</td>
<td align="center" valign="top">661</td>
<td align="left" valign="top">Cooney GM</td>
<td align="left" valign="top">Cochrane Db Syst Rev</td>
<td align="center" valign="top">2013</td>
<td align="left" valign="top">
<ext-link xlink:href="https://10.1002/14651858.CD004366.pub6" ext-link-type="uri">10.1002/14651858.CD004366.pub6</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="top">4</td>
<td align="left" valign="top">Physical activity and the prevention of depression: a systematic review of prospective studies</td>
<td align="center" valign="top">646</td>
<td align="left" valign="top">Mammen G</td>
<td align="left" valign="top">Am J prev Med</td>
<td align="center" valign="top">2013</td>
<td align="left" valign="top">
<ext-link xlink:href="https://10.1016/j.amepre.2013.08.001" ext-link-type="uri">10.1016/j.amepre.2013.08.001</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="top">5</td>
<td align="left" valign="top">Physical Activity and Incident Depression: A Meta-Analysis of Prospective Cohort Studies</td>
<td align="center" valign="top">643</td>
<td align="left" valign="top">Schuch FB</td>
<td align="left" valign="top">Am J Psychiat</td>
<td align="center" valign="top">2018</td>
<td align="left" valign="top">
<ext-link xlink:href="https://10.1176/appi.ajp.2018.17111194" ext-link-type="uri">10.1176/appi.ajp.2018.17111194</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="top">6</td>
<td align="left" valign="top">Sedentary behavior and physical activity levels in people with schizophrenia, bipolar disorder and major depressive disorder: a global systematic review and meta-analysis</td>
<td align="center" valign="top">446</td>
<td align="left" valign="top">Vancampfort D</td>
<td align="left" valign="top">World Psychiatry</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">
<ext-link xlink:href="https://10.1002/wps.20458" ext-link-type="uri">10.1002/wps.20458</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="top">7</td>
<td align="left" valign="top">Exercise as a treatment for depression: A meta-analysis</td>
<td align="center" valign="top">409</td>
<td align="left" valign="top">Kvam S</td>
<td align="left" valign="top">J Affect Disorders</td>
<td align="center" valign="top">2016</td>
<td align="left" valign="top">
<ext-link xlink:href="https://10.1016/j.jad.2016.03.063" ext-link-type="uri">10.1016/j.jad.2016.03.063</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="top">8</td>
<td align="left" valign="top">Exercise for the treatment of depression and anxiety</td>
<td align="center" valign="top">393</td>
<td align="left" valign="top">Carek PJ</td>
<td align="left" valign="top">Int J Psychiat Med</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">
<ext-link xlink:href="https://10.2190/PM.41.1.c" ext-link-type="uri">10.2190/PM.41.1.c</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="top">9</td>
<td align="left" valign="top">A review of lifestyle factors that contribute to important pathways associated with major depression: diet, sleep and exercise</td>
<td align="center" valign="top">366</td>
<td align="left" valign="top">Lopresti AL</td>
<td align="left" valign="top">J Affect Disorders</td>
<td align="center" valign="top">2013</td>
<td align="left" valign="top">
<ext-link xlink:href="https://10.1016/j.jad.2013.01.014" ext-link-type="uri">10.1016/j.jad.2013.01.014</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="top">10</td>
<td align="left" valign="top">Physical activity and depression: Towards understanding the antidepressant mechanisms of physical activity</td>
<td align="center" valign="top">330</td>
<td align="left" valign="top">Kandola A</td>
<td align="left" valign="top">Neurosct Biobehav R</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">
<ext-link xlink:href="https://10.1016/j.neubiorev.2019.09.040" ext-link-type="uri">10.1016/j.neubiorev.2019.09.040</ext-link>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The final analysis results involved a total of 54,542 references. As portrayed in <xref ref-type="table" rid="tab7">Table 7</xref>, based on the strength of the total link strength (TSL), the top three were those published by <xref ref-type="bibr" rid="ref72">Schuch et al. (2016)</xref> (TLS 760), Dunn Al in 2005 (<xref ref-type="bibr" rid="ref16">Dunn et al., 2005</xref>) (TLS 623), and Blumenthal Ja in 2007 (<xref ref-type="bibr" rid="ref6">Blumenthal et al., 2007</xref>) (TLS 616). They were related to exercise and depression. Research with a larger number of citations holds considerable implications in this field and offers a theoretical foundation for subsequent research by others. Using Vosviewer, the minimum number of citations of cited references was 40, and the cited references network visualization (<xref ref-type="fig" rid="fig4">Figure 4A</xref>) and density visualization were generated (<xref ref-type="fig" rid="fig4">Figure 4B</xref>). As delineated in visualization map, the three clusters are closely related. Cluster 1was based on Schuch Fb&#x2019;s article published in 2016 (<xref ref-type="bibr" rid="ref72">Schuch et al., 2016</xref>) (TLS 760), cluster 2 was based on Dunn Al &#x2018;s article published in 2005 (<xref ref-type="bibr" rid="ref16">Dunn et al., 2005</xref>) (TLS 623), whilst cluster 3 was based on Rebar AL&#x2019;s article published in 2015 (<xref ref-type="bibr" rid="ref65">Rebar et al., 2015</xref>) (TLS 267). We further analyzed the meta-analysis studies in cited literatures and references (<xref ref-type="table" rid="tab8">Table 8</xref>). However, from these eight meta-analyses (<xref ref-type="bibr" rid="ref66">Rethorst et al., 2009</xref>; <xref ref-type="bibr" rid="ref39">Krogh et al., 2011</xref>; <xref ref-type="bibr" rid="ref65">Rebar et al., 2015</xref>; <xref ref-type="bibr" rid="ref40">Kvam et al., 2016</xref>; <xref ref-type="bibr" rid="ref72">Schuch et al., 2016</xref>; <xref ref-type="bibr" rid="ref86">Vancampfort et al., 2017</xref>; <xref ref-type="bibr" rid="ref71">Schuch et al., 2018</xref>), the impact of gender, age, population, and other factors on the results could not be determined.</p>
<table-wrap position="float" id="tab7">
<label>Table 7</label>
<caption>
<p>Top 10 cited references.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Rank</th>
<th align="left" valign="top">TLS<xref ref-type="table-fn" rid="tfn6"><sup>a</sup></xref></th>
<th align="left" valign="top">Citations</th>
<th align="left" valign="top">Title</th>
<th align="left" valign="top">Year</th>
<th align="left" valign="top">Authors</th>
<th align="left" valign="top">Source</th>
<th align="left" valign="top">DOI</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="bottom">1</td>
<td align="left" valign="bottom">760</td>
<td align="left" valign="bottom">164</td>
<td align="left" valign="bottom">Exercise as a treatment for depression: A meta-analysis adjusting for publication bias</td>
<td align="left" valign="bottom">2016</td>
<td align="left" valign="bottom">Schuch Fb</td>
<td align="left" valign="bottom">J Psychiatr Res</td>
<td align="left" valign="bottom">
<ext-link xlink:href="https://10.1016/j.jpsychires.2016.02.023" ext-link-type="uri">10.1016/j.jpsychires.2016.02.023</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="bottom">2</td>
<td align="left" valign="bottom">623</td>
<td align="left" valign="bottom">120</td>
<td align="left" valign="bottom">Exercise treatment for depression: efficacy and dose response</td>
<td align="left" valign="bottom">2005</td>
<td align="left" valign="bottom">Dunn Al</td>
<td align="left" valign="bottom">Am J Prev Med</td>
<td align="left" valign="bottom">
<ext-link xlink:href="https://10.1016/j.amepre.2004.09.003" ext-link-type="uri">10.1016/j.amepre.2004.09.003</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="bottom">3</td>
<td align="left" valign="bottom">616</td>
<td align="left" valign="bottom">115</td>
<td align="left" valign="bottom">Exercise and pharmacotherapy in the treatment of major depressive disorder</td>
<td align="left" valign="bottom">2007</td>
<td align="left" valign="bottom">Blumenthal Ja</td>
<td align="left" valign="bottom">Psychosom Med</td>
<td align="left" valign="bottom">
<ext-link xlink:href="https://10.1097/psy.0b013e318148c19a" ext-link-type="uri">10.1097/psy.0b013e318148c19a</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="bottom">4</td>
<td align="left" valign="bottom">571</td>
<td align="left" valign="bottom">124</td>
<td align="left" valign="bottom">Exercise for depression</td>
<td align="left" valign="bottom">2013</td>
<td align="left" valign="bottom">Cooney Gm</td>
<td align="left" valign="bottom">Cochrane Db Syst Rev</td>
<td align="left" valign="bottom">
<ext-link xlink:href="https://10.1002/14651858.cd004366.pub6" ext-link-type="uri">10.1002/14651858.cd004366.pub6</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="bottom">5</td>
<td align="left" valign="bottom">506</td>
<td align="left" valign="bottom">84</td>
<td align="left" valign="bottom">Effects of exercise training on older patients with major depression</td>
<td align="left" valign="bottom">1999</td>
<td align="left" valign="bottom">Blumenthal Ja</td>
<td align="left" valign="bottom">Arch Intern Med</td>
<td align="left" valign="bottom">
<ext-link xlink:href="https://10.1001/archinte.159.19.2349" ext-link-type="uri">10.1001/archinte.159.19.2349</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="bottom">6</td>
<td align="left" valign="bottom">487</td>
<td align="left" valign="bottom">82</td>
<td align="left" valign="bottom">The antidepressive effects of exercise: a meta-analysis of randomized trials</td>
<td align="left" valign="bottom">2009</td>
<td align="left" valign="bottom">Rethorst Cd</td>
<td align="left" valign="bottom">Sports Med</td>
<td align="left" valign="bottom">
<ext-link xlink:href="https://10.2165/00007256-200939060-00004" ext-link-type="uri">10.2165/00007256-200939060-00004</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="bottom">7</td>
<td align="left" valign="bottom">411</td>
<td align="left" valign="bottom">89</td>
<td align="left" valign="bottom">Exercise as a treatment for depression: A meta-analysis</td>
<td align="left" valign="bottom">2016</td>
<td align="left" valign="bottom">Kvam S</td>
<td align="left" valign="bottom">J Affect Disorders</td>
<td align="left" valign="bottom">
<ext-link xlink:href="https://10.1016/j.jad.2016.03.063" ext-link-type="uri">10.1016/j.jad.2016.03.063</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="bottom">8</td>
<td align="left" valign="bottom">400</td>
<td align="left" valign="bottom">56</td>
<td align="left" valign="bottom">The effect of exercise in clinically depressed adults: systematic review and meta-analysis of randomized controlled trials</td>
<td align="left" valign="bottom">2011</td>
<td align="left" valign="bottom">Krogh J</td>
<td align="left" valign="bottom">J Clin Psychiat</td>
<td align="left" valign="bottom">
<ext-link xlink:href="https://10.4088/jcp.08r04913blu" ext-link-type="uri">10.4088/jcp.08r04913blu</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="bottom">9</td>
<td align="left" valign="bottom">388</td>
<td align="left" valign="bottom">140</td>
<td align="left" valign="bottom">International physical activity questionnaire: 12-country reliability and validity</td>
<td align="left" valign="bottom">2003</td>
<td align="left" valign="bottom">Craig Cl</td>
<td align="left" valign="bottom">Med Sci Sport Exer</td>
<td align="left" valign="bottom">
<ext-link xlink:href="https://10.1249/01.MSS.0000078924.61453.FB" ext-link-type="uri">10.1249/01.MSS.0000078924.61453.FB</ext-link>
</td>
</tr>
<tr>
<td align="left" valign="bottom">10</td>
<td align="left" valign="bottom">382</td>
<td align="left" valign="bottom">85</td>
<td align="left" valign="bottom">Physical activity and the prevention of depression: a systematic review of prospective studies</td>
<td align="left" valign="bottom">2013</td>
<td align="left" valign="bottom">Mammen G</td>
<td align="left" valign="bottom">Am J Prev Med</td>
<td align="left" valign="bottom">
<ext-link xlink:href="https://10.1016/j.amepre.2013.08.001" ext-link-type="uri">10.1016/j.amepre.2013.08.001</ext-link>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn6"><label>a</label><p>TLS, total link strength.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p><bold>(A)</bold> The Cited references network visualization. <bold>(B)</bold> The Cited references density visualization.</p>
</caption>
<graphic xlink:href="fnins-18-1337739-g004.tif"/>
</fig>
<table-wrap position="float" id="tab8">
<label>Table 8</label>
<caption>
<p>8 meta-analysis studies.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Authors</th>
<th align="left" valign="top" rowspan="2">Type of article</th>
<th align="center" valign="top" rowspan="2">Studies</th>
<th align="left" valign="top" rowspan="2">Participants</th>
<th align="left" valign="top" colspan="4">Studies and participant characteristics</th>
<th align="left" valign="top" rowspan="2">Results</th>
<th align="left" valign="top" rowspan="2">Main Findings</th>
</tr>
<tr>
<th align="left" valign="top">Depression or anxiety</th>
<th align="left" valign="top">Gender</th>
<th align="left" valign="top">Age</th>
<th align="left" valign="top">Crowd</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Schuch FB 2016 (<xref ref-type="bibr" rid="ref28">Hirsch, 2005</xref>)</td>
<td align="left" valign="middle">Meta-analysis adjusting for publication bias</td>
<td align="center" valign="middle">25</td>
<td align="left" valign="middle">1,487</td>
<td align="left" valign="middle">Depression</td>
<td align="left" valign="middle">Females ranged from 17 to 100%.</td>
<td align="left" valign="middle">18.4 to 76.4&#x2009;years</td>
<td align="left" valign="middle">Adults</td>
<td align="left" valign="middle">Exercise had a large and significant effect on depression [SMD adjusted for publication bias&#x2009;=&#x2009;1.11 (95%CI: 0.79&#x2013;1.43)], with a failsafe number of 1,057.</td>
<td align="left" valign="middle">Previous meta-analyses may have underestimated the benefits of exercise due to publication bias.</td>
</tr>
<tr>
<td align="left" valign="middle">Schuch FB 2018 (<xref ref-type="bibr" rid="ref16">Dunn et al., 2005</xref>)</td>
<td align="left" valign="middle">Meta-Analysis of Prospective Cohort Studies</td>
<td align="center" valign="middle">49</td>
<td align="left" valign="middle">266,936</td>
<td align="left" valign="middle">Depression</td>
<td align="left" valign="middle">47% males</td>
<td align="left" valign="middle">/</td>
<td align="left" valign="middle">Adults and older</td>
<td align="left" valign="middle">Compared with people with low levels of physical activity, those with high levels had lower odds of developing depression (adjusted odds ratio&#x2009;=&#x2009;0.83, 95% CI&#x2009;=&#x2009;0.79, 0.88; I<sup>2</sup> =&#x2009;0.00).</td>
<td align="left" valign="middle">PA can confer protection against the emergence of depression regardless of age and geographical region.</td>
</tr>
<tr>
<td align="left" valign="middle">Vancampfort D 2017 (<xref ref-type="bibr" rid="ref6">Blumenthal et al., 2007</xref>)</td>
<td align="left" valign="middle">Systematic review and meta-analysis</td>
<td align="center" valign="top">69</td>
<td align="left" valign="top">35,682</td>
<td align="left" valign="top">Depression</td>
<td align="left" valign="top">39.5% males</td>
<td align="left" valign="top">Mean age 43&#x2009;years</td>
<td align="left" valign="top">/</td>
<td align="left" valign="top">People with severe mental illness were more sedentary than healthy controls (standard mean difference, SMD&#x2009;=&#x2009;0.1; 95%CI: 0.0&#x2013;0.2, <italic>p</italic>&#x2009;=&#x2009;0.003, I<sup>2</sup> =&#x2009;37.1)</td>
<td align="left" valign="top">Translation of evidence-based interventions into routine care specifically aimed to reducing sedentary behavior and increasing physical activity is urgently.</td>
</tr>
<tr>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref40">Kvam et al. (2016)</xref>
</td>
<td align="left" valign="middle">Meta-analysis</td>
<td align="center" valign="middle">23</td>
<td align="left" valign="middle">97</td>
<td align="left" valign="top">Depression</td>
<td align="left" valign="top">/</td>
<td align="left" valign="top">/</td>
<td align="left" valign="top">/</td>
<td align="left" valign="middle">Exercise as an adjunct to antidepressant medication yielded a moderate effect (g&#x2009;=&#x2009;&#x2212;0.50) that trended toward significance.</td>
<td align="left" valign="middle">Physical exercise is an effective intervention for depression. It also could be a viable adjunct treatment in combination with antidepressant -s.</td>
</tr>
<tr>
<td align="left" valign="middle">Rethorst Cd 2009 (<xref ref-type="bibr" rid="ref72">Schuch et al., 2016</xref>)</td>
<td align="left" valign="middle">Meta-analysis</td>
<td align="center" valign="middle">58</td>
<td align="left" valign="middle">2,982</td>
<td align="left" valign="middle">Depression</td>
<td align="left" valign="top">/</td>
<td align="left" valign="top">/</td>
<td align="left" valign="top">/</td>
<td align="left" valign="middle">Participants in the exercise treatment had significantly lower depression scores than those receiving the control treatment (ES&#x2009;=&#x2009;&#x2212;0.80, 95%CI =0.92, 0.67).</td>
<td align="left" valign="middle">No significant differences between exercise and psychotherapy or antidepressant medications.</td>
</tr>
<tr>
<td align="left" valign="middle">Krogh J 2011 (<xref ref-type="bibr" rid="ref65">Rebar et al., 2015</xref>)</td>
<td align="left" valign="middle">Systematic review and meta-analysis</td>
<td align="center" valign="middle">13</td>
<td align="left" valign="middle">13</td>
<td align="left" valign="middle">Depression</td>
<td align="left" valign="top">/</td>
<td align="left" valign="top">/</td>
<td align="left" valign="top">Adults</td>
<td align="left" valign="middle">Pooled results from these, the estimated beneficial effect of exercise was more modest (SMD, &#x2212;0.19; 95% CI, &#x2212;0.70 to 0.31) than the pooled result for all 13 studies, with no strong evidence of benefit.</td>
<td align="left" valign="middle">A short-term effect of exercise on depression.</td>
</tr>
<tr>
<td align="left" valign="middle">Rebar AL 2015 (<xref ref-type="bibr" rid="ref12">Cooney et al., 2013</xref>)</td>
<td align="left" valign="middle">Meta-analysis</td>
<td align="center" valign="middle">92</td>
<td align="left" valign="middle">4,310 for depression 10,755 for anxiety</td>
<td align="left" valign="middle">Depression and anxiety</td>
<td align="left" valign="top">/</td>
<td align="left" valign="top">/</td>
<td align="left" valign="top">/</td>
<td align="left" valign="middle">PA reduced depression by a medium effect, SMD&#x2009;=&#x2009;&#x2212;0.50; 95% CI: &#x2212;0.93 to &#x2212;0.06, and anxiety by a small effect (SMD&#x2009;=&#x2009;&#x2212;0.38; 95% CI: &#x2212;0.66 to &#x2212;0.11). No significant heterogeneity.</td>
<td align="left" valign="middle">These findings represent a comprehensive body of high-quality evidence that physical activity reduces depression and anxietyin non-clinical populations.</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec17">
<title>Analysis of keywords</title>
<p>Furthermore, a visual map analysis of keywords was carried out using citespace (<xref ref-type="fig" rid="fig5">Figure 5A</xref>). As presented in <xref ref-type="table" rid="tab9">Table 9</xref>, the top five keywords with the highest frequency were physical activity (652 times), symptoms (370 times), exercise (351 times), health (253 times), and Meta-analysis (245 times). In addition, the centrality, indicating the connectivity of nodes, of the following three keywords was greater than 0.5 and ranked amongst the top 3, namely physical activity (0.80), mental disorders (0.58), and risk (0.50). A higher centrality signifies a larger number of items connected through nodes, thereby reflecting the importance of nodes in the network. Generally, a centrality greater than 0.1 is regarded as significant.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p><bold>(A)</bold> Visualization of keywords. <bold>(B)</bold> Cluster analysis of keywoeds. <bold>(C)</bold> Timeline graph of cluster analysis. <bold>(D)</bold> Top 20 keywords with the most strongest bursts.</p>
</caption>
<graphic xlink:href="fnins-18-1337739-g005.tif"/>
</fig>
<table-wrap position="float" id="tab9">
<label>Table 9</label>
<caption>
<p>Top 10 keywords by frequency and centrality.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Rank</th>
<th align="center" valign="top">Centrality</th>
<th align="center" valign="top">Year</th>
<th align="left" valign="top">Keywords</th>
<th align="center" valign="top">Rank</th>
<th align="center" valign="top">Frequency</th>
<th align="center" valign="top">Year</th>
<th align="left" valign="top">Keywords</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">1</td>
<td align="center" valign="top">0.80</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Mental disorders</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">652</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Physical activity</td>
</tr>
<tr>
<td align="left" valign="top">2</td>
<td align="center" valign="top">0.58</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Physical activity</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">370</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Symptoms</td>
</tr>
<tr>
<td align="left" valign="top">3</td>
<td align="center" valign="top">0.50</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Risk</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">351</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Exercise</td>
</tr>
<tr>
<td align="left" valign="top">4</td>
<td align="center" valign="top">0.44</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Prevalence</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">253</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Health</td>
</tr>
<tr>
<td align="left" valign="top">5</td>
<td align="center" valign="top">0.40</td>
<td align="center" valign="top">2013</td>
<td align="left" valign="top">Generalized anxiety disorders</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">245</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Meta analysis</td>
</tr>
<tr>
<td align="left" valign="top">6</td>
<td align="center" valign="top">0.37</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Mortality</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">242</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Mental health</td>
</tr>
<tr>
<td align="left" valign="top">7</td>
<td align="center" valign="top">0.35</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Symptoms</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">204</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Quality of life</td>
</tr>
<tr>
<td align="left" valign="top">8</td>
<td align="center" valign="top">0.27</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Adult neurogenesis</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">189</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Prevalence</td>
</tr>
<tr>
<td align="left" valign="top">9</td>
<td align="center" valign="top">0.27</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Posttraumatic stress disorder</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">187</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Aerobic exercise</td>
</tr>
<tr>
<td align="left" valign="top">10</td>
<td align="center" valign="top">0.25</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Myocardial infarction</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">154</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Anxiety</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Based on the keyword map, keyword clustering (<xref ref-type="fig" rid="fig5">Figure 5B</xref>) was performed to identify the main research content in this field. Modularity Q and Mean Silhouette are the basis for evaluating the rationality of scientific map clustering. Usually, if the Q value is greater than 0.3, the clustering structure is significant. If the S value is greater than 0.7, the clustering is convincing. In this clustering knowledge graph, the Q and S values were 0.8358 and 0.9386, respectively, suggesting an acceptable clustering. The top 11 keyword clustering labels were selected for analysis (<xref ref-type="table" rid="tab10">Table 10</xref>). # 0 <italic>students</italic>, # 2 <italic>pregnancy</italic> belongs to the research object. # 1 <italic>generalized anxiety disorder</italic> is a disease. # 3 <italic>physical exercise</italic> and # 8 <italic>sedentary behavior</italic> are distinct lifestyles. # 4 <italic>sleep quality</italic>, # 6 <italic>cardiac rehabilitation</italic>, # 7 <italic>mental health</italic> and # 10 <italic>quality of life</italic> involve different observation indexes. # 5 <italic>adult neurogenesis</italic> is a physiological and pathological mechanism. # 9 <italic>clinical trials</italic> are research types. The keyword timeline diagram (<xref ref-type="fig" rid="fig5">Figure 5C</xref>) highlights the research progress of keyword nodes in each cluster.</p>
<table-wrap position="float" id="tab10">
<label>Table 10</label>
<caption>
<p>Top 11 largest clusters of keywords.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Cluster</th>
<th align="left" valign="top">Cluster label</th>
<th align="center" valign="top">Size</th>
<th align="center" valign="top">Silhouette</th>
<th align="center" valign="top">Average year</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">#0</td>
<td align="left" valign="top">Students</td>
<td align="center" valign="top">23</td>
<td align="center" valign="top">0.977</td>
<td align="center" valign="top">2014</td>
</tr>
<tr>
<td align="left" valign="top">#1</td>
<td align="left" valign="top">Generalized anxiety disorder</td>
<td align="center" valign="top">22</td>
<td align="center" valign="top">0.927</td>
<td align="center" valign="top">2015</td>
</tr>
<tr>
<td align="left" valign="top">#2</td>
<td align="left" valign="top">Pregnancy</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">0.913</td>
<td align="center" valign="top">2015</td>
</tr>
<tr>
<td align="left" valign="top">#3</td>
<td align="left" valign="top">Physical exercise</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">0.974</td>
<td align="center" valign="top">2014</td>
</tr>
<tr>
<td align="left" valign="top">#4</td>
<td align="left" valign="top">Sleep quality</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">0.973</td>
<td align="center" valign="top">2016</td>
</tr>
<tr>
<td align="left" valign="top">#5</td>
<td align="left" valign="top">Adult neurogenesis</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">0.962</td>
<td align="center" valign="top">2014</td>
</tr>
<tr>
<td align="left" valign="top">#6</td>
<td align="left" valign="top">Cardiac rehabilitation</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">0.928</td>
<td align="center" valign="top">2015</td>
</tr>
<tr>
<td align="left" valign="top">#7</td>
<td align="left" valign="top">Mental health</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">0.884</td>
<td align="center" valign="top">2014</td>
</tr>
<tr>
<td align="left" valign="top">#8</td>
<td align="left" valign="top">Sedentary behavior</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">0.967</td>
<td align="center" valign="top">2014</td>
</tr>
<tr>
<td align="left" valign="top">#9</td>
<td align="left" valign="top">Clinical trials</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">0.925</td>
<td align="center" valign="top">2013</td>
</tr>
<tr>
<td align="left" valign="top">#10</td>
<td align="left" valign="top">Quality of life</td>
<td align="center" valign="top">15</td>
<td align="center" valign="top">0.971</td>
<td align="center" valign="top">2013</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Burst keywords with strong strength (<xref ref-type="fig" rid="fig5">Figure 5D</xref>) can reveal the research frontiers and development trends in a research field. In this study, significant research hotspots in this field in recent years were version (burst strength 3.71), tai chi (burst strength 3.63), guidelines (burst strength 3.62), college students (burst strength 3.25), insomnia (burst strength 3.16), and dentate gyrus (burst strength 3.16). According to the results of the burst keywords, the current hotspot research appears to be tai chi, focusing on a group of students based on the exploration mechanism of the dentate gyrus in the hippocampus.</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec18">
<title>Discussion</title>
<p>Overall, the results of this study revealed the current status and trends in the field of PA on anxiety or depression. The research in this field has consistently expanded, demonstrating ongoing scholarly interest. Notably, the USA and Brazil have emerged as key countries in the field, with the latter depicting the closest and most central cooperation with other nations and the former conducting the highest number of research and the largest number of corresponding authors. Noteworthily, Harvard University remains a prolific contributor to this area of research. Among authors, Stubbs B was identified as the most prominent, with the highest number of published papers and H-index. A network of author cooperation centered on Stubbs B was also noted. Stanton R&#x2019;s articles, published in 2020 (<xref ref-type="bibr" rid="ref77">Stanton et al., 2020</xref>), garnered the highest total citations and were associated with the negative impact of Corona Virus Disease 2019 (COVID-19) on mental health in Australia. This finding may be ascribed to the particular attention paid by scholars on COVID-19-related articles. Among references considered in the final included studies, Schuch Fb&#x2019;s article published in 2016 (<xref ref-type="bibr" rid="ref72">Schuch et al., 2016</xref>) was the most frequently cited one. Their study determined that previous meta-analyses may underestimate the huge of exercise antidepressants due to publication bias.</p>
<p>According to the keyword frequency analysis (<xref ref-type="table" rid="tab9">Table 9</xref>), meta-analysis (245 times) is a type of research that is of concern in this field. As the highest level of medical evidence, meta-analysis plays a fundamental role in clinical guidance. <xref ref-type="bibr" rid="ref36">Josefsson et al. (2014)</xref> conducted a meta-analysis and demonstrated a significant overall effect of exercise intervention on depression. Thus, physical exercise is recommended for patients with depressive symptoms. At the same time, <xref ref-type="bibr" rid="ref96">Zhang et al. (2023)</xref> conducted a network meta-analysis and found that resistance exercise 3&#x2013;4 times a week for 30&#x2013;60&#x2009;min, lasting more than 6&#x2009;weeks, exerted a substantial effect on the treatment and prevention of depression. Furthermore, <xref ref-type="bibr" rid="ref43">Lin and Gao (2023)</xref> evaluated on the anxiety symptoms of college students and evinced the positive effect of PA on relieving anxiety, with aerobic exercise being potentially the optimal choice.</p>
<p>According to the keyword clustering map constructed from the research results, clusters #0 and #2 signaled that the field pays close attention to the anxiety and depression levels of students and pregnant women. With rapid economic expansion, the pressure faced by students is becoming increasingly heavy. However, most students grow up under the care and love of their families. As they enter the academic environment and confront the high pressure of learning and peer relationships, their mental health is affected (<xref ref-type="bibr" rid="ref75">Slimmen et al., 2022</xref>). Therefore, it is vital to monitor students&#x2019; mental health and implement the necessary measures. Nonetheless, there are shortcomings in approving drug treatment regimens for young adults due to the unknown long-term risks on their future lives (<xref ref-type="bibr" rid="ref92">You et al., 2021</xref>). At present, non-pharmacological interventions are preferred over drug therapy. Previous studies have concluded that low-intensity physical exercise can significantly enhance the mental health of college students, which can be attributed to the activation of potential targets in the brain (<xref ref-type="bibr" rid="ref98">Zhu et al., 2020</xref>). Women experience physical and emotional fluctuations during pregnancy and childbirth. Pregnancy-related anxiety (PrA) is a special anxiety response characterized by fear and worry during pregnancy (<xref ref-type="bibr" rid="ref33">Huizink et al., 2004</xref>), experienced by up to 14.4% (<xref ref-type="bibr" rid="ref62">Poikkeus et al., 2006</xref>) of pregnant women. Additionally, postpartum depression is one of the most prevalent complications following childbirth. It comprises any depression women may experience from the beginning of their pregnancy until four weeks after delivery (<xref ref-type="bibr" rid="ref64">Poyatos-Le&#x00F3;n et al., 2017</xref>). According to a study undertaken by the U.S. Centers for Disease Control and Prevention (<xref ref-type="bibr" rid="ref3">Bauman et al., 2020</xref>), approximately one in eight women develop postpartum depression. Hence, it is critical to timely identify pregnant and post-partum women with depression or anxiety disorders. Notwithstanding, it can have a devastating impact on mothers and children without timely intervention and, most importantly, exert a negative effect on mother-to-child relationships (<xref ref-type="bibr" rid="ref68">Sanger et al., 2015</xref>). PA during pregnancy and postpartum is a viable strategy to achieve better mental health (<xref ref-type="bibr" rid="ref64">Poyatos-Le&#x00F3;n et al., 2017</xref>).</p>
<p>According to cluster #1, generalized anxiety disorder (GAD) is a prominent type of research disease in this field. With a global average lifetime prevalence of around 3.7% (<xref ref-type="bibr" rid="ref88">Wittchen et al., 2002</xref>), GAD is among the most common types of anxiety disorders. Specifically, its prevalence is higher in women (<xref ref-type="bibr" rid="ref46">Luo et al., 2019</xref>), who usually experience more severe symptoms of somatic anxiety (<xref ref-type="bibr" rid="ref78">Steiner et al., 2005</xref>). A clinical study reported that exercise therapy is a feasible, safe, and well-tolerated treatment for GAD and could be a potential adjunctive therapy for sedentary women with GAD (<xref ref-type="bibr" rid="ref26">Herring et al., 2012</xref>). According to cluster #8, this field focuses on sedentary behavior, which requires the least PA and leads to low energy consumption, similar to resting levels (<xref ref-type="bibr" rid="ref61">Pate et al., 2009</xref>). It includes sitting for a series of purposes (such as work and travel) and screen-based activities, such as using computers, video games, and watching TV. Existing evidence suggests that sedentary behavior can increase the risk of cardiovascular disease (<xref ref-type="bibr" rid="ref37">Katzmarzyk et al., 2009</xref>), osteoporosis (<xref ref-type="bibr" rid="ref87">Warburton et al., 2006</xref>), and diabetes (<xref ref-type="bibr" rid="ref30">Hu et al., 2003</xref>). Moreover, prior studies have established sedentary behavior as a risk factor for anxiety and depression (<xref ref-type="bibr" rid="ref33">Huizink et al., 2004</xref>; <xref ref-type="bibr" rid="ref80">Teychenne et al., 2010</xref>, <xref ref-type="bibr" rid="ref81">2015</xref>). In other words, sedentary behavior affects not only physical health but also mental health.</p>
<p>Cluster #5 Adult neurogenesis (AN), the ability to produce new neurons from neural stem cells to adulthood, persists in specific regions of the brain throughout the life cycle of mammals, especially in the subgranular zone of the hippocampal dentate gyrus (DG) and the subventricular zone of the lateral ventricle (<xref ref-type="bibr" rid="ref53">Ming and Song, 2011</xref>; <xref ref-type="bibr" rid="ref20">Gage, 2019</xref>). Based on existing research, exercise (<xref ref-type="bibr" rid="ref70">Schoenfeld and Swanson, 2021</xref>) and study (<xref ref-type="bibr" rid="ref22">Gould et al., 1999</xref>) can promote adult neurogenesis. Conversely, stress (<xref ref-type="bibr" rid="ref32">Hueston et al., 2017</xref>), heredity (<xref ref-type="bibr" rid="ref34">Jacobs, 2002</xref>), senescence (<xref ref-type="bibr" rid="ref57">Olariu et al., 2007</xref>), and unhealthy diet (<xref ref-type="bibr" rid="ref63">Poulose et al., 2017</xref>) can inhibit AN (<xref ref-type="fig" rid="fig6">Figure 6A</xref>). According to the burst keyword dentate gyrus, we have noticed adult hippocampal neurogenesis (AHN) (<xref ref-type="bibr" rid="ref79">Terreros-Roncal et al., 2021</xref>), which refers to the process by which neural stem cells synthesize new neurons in the hippocampus. It is universally acknowledged as a fundamental brain function, supporting endogenous regeneration and facilitating structural plasticity that aids the brain in adapting to environmental stressors (<xref ref-type="bibr" rid="ref48">Mahar et al., 2014</xref>). Moreover, AHN plays a crucial role in learning, memory, and emotion regulation (<xref ref-type="bibr" rid="ref27">Hill et al., 2015</xref>). To date, sufficient experimental evidence supports its role in governing depression and anxiety (<xref ref-type="bibr" rid="ref42">Lim et al., 2021</xref>). <xref ref-type="bibr" rid="ref45">Luo et al. (2023)</xref> claimed that exercise can effectively alleviate mental disorders, including anxiety and depression, and its neural mechanism can be attributed to improvements in AN. Nonetheless, the mechanism underlying PA-induced AN has not been determined so far. However, these important effects of PA in AN seem to be mainly mediated by neurotrophic factors including brain-derived neurotrophic factor (BDNF), insulin-like growth factor 1 (IGF-1), and vascular endothelial growth factor (VEGF) (<xref ref-type="bibr" rid="ref13">Cotman et al., 2007</xref>). Nevertheless, whether these neurotrophins are the causes or the consequences of PA-induced neurogenesis and the mechanisms by which they mediate PA-induced neurogenesis remain to be determined. BDNF may be a convergent target of PA-induced peripheral factors in the brain (<xref ref-type="bibr" rid="ref21">Gao et al., 2023</xref>). To begin, numerous peripheral factors are released, among which BDNF shows the most significant increase in the brain. Moreover, BDNF is a positive regulator of mature AN (<xref ref-type="bibr" rid="ref44">Liu and Nusslock, 2018</xref>). Peripheral BDNF can pass through blood&#x2013;brain barrier (BBB) (<xref ref-type="bibr" rid="ref59">Pan et al., 1998</xref>). Finality, PA can up-regulate the expression of cathepsin B in muscles and drive the accumulation of metabolite lactic acid, both of which can cross the BBB and enhance the expression levels of BDNF in the hippocampus (<xref ref-type="bibr" rid="ref54">Moon et al., 2016</xref>; <xref ref-type="bibr" rid="ref18">El Hayek et al., 2019</xref>). Furthermore, PA can induce structural and functional changes, including an increase in adult neurogenesis (<xref ref-type="bibr" rid="ref85">van Praag et al., 1999</xref>), remodeling of dendritic structures (<xref ref-type="bibr" rid="ref17">Eadie et al., 2005</xref>), and enhancement of synaptic plasticity in the hippocampus (<xref ref-type="bibr" rid="ref84">van Praag et al., 1999</xref>), suggesting a biological basis for PA in protecting the brain against stress (<xref ref-type="fig" rid="fig6">Figure 6B</xref>). A prior study (<xref ref-type="bibr" rid="ref41">Li et al., 2019</xref>) has suggested that PA may rescue impaired neuronal plasticity by regulating neurotrophic factors and adjusting the adaptive response of the hypothalamic&#x2013;pituitary&#x2013;adrenal axis to stress.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p><bold>(A)</bold> Adult neurogenesis. <bold>(B)</bold> The possible mechanism underlying PA induced AHN. PA, physical activity; BNDF, brain-derived neurotrophic factor; BBB, blood&#x2013;brain barrier; AHN, adult hippocampal neurogenesis. Images reproduced from Servier Medical Art (<ext-link xlink:href="https://smart.servier.com/" ext-link-type="uri">https://smart.servier.com/</ext-link>) under the terms of CC-BY 4.0.</p>
</caption>
<graphic xlink:href="fnins-18-1337739-g006.tif"/>
</fig>
<p>According to the results of the burst keywords, recent studies focused on Tai Chi, a traditional Chinese sports that is currently classified as mind&#x2013;body exercise (MBE, exercise aiming to improve participants&#x2019; mind&#x2013;body coordination and awareness by having them practice a series of controlled movements that focus on interactions among the brain, body, mind, and behavior, such as Tai Chi, yoga, and dance, etc.) (<xref ref-type="bibr" rid="ref31">Huang et al., 2022</xref>). It has been extensively applied for the prevention and treatment of various diseases, such as cancer (<xref ref-type="bibr" rid="ref76">Song et al., 2020</xref>), knee osteoarthritis (<xref ref-type="bibr" rid="ref94">Zhang et al., 2023</xref>), mild cognitive impairment (<xref ref-type="bibr" rid="ref95">Zhang et al., 2019</xref>), and so on. It is worthwhile emphasizing that a meta-analysis has demonstrated that Tai Chi is more effective than non-mindfulness exercises in reducing anxiety and depression levels and improving general mental health (<xref ref-type="bibr" rid="ref91">Yin et al., 2023</xref>). Moreover, Tai Chi possesses the advantage of minimal equipment requirements and is not limited by location or facilities.</p>
<p>According to the keywords, students and pregnant women were identified as groups of concern. Similarly, AN was established as a physiological and pathological mechanism of interest. Sedentary behavior was the lifestyle of concern, while GAD is the type of disease of concern. Finally, Tai Chi is the type of PA of interest.</p>
<sec id="sec19">
<title>Limitation</title>
<p>Reviewing previous studies, there are bibliometric analyses focusing on exercise and depression in teenagers (<xref ref-type="bibr" rid="ref92">You et al., 2021</xref>) and college students nearly 20&#x2009;years ago (<xref ref-type="bibr" rid="ref1">Ai et al., 2023</xref>), as well as on the 50 most-cited articles (<xref ref-type="bibr" rid="ref93">Zhai and Xu, 2023</xref>). This study did not impose restrictions on time and group. However, there are inherent limitations associated with this study that cannot be overlooked. Firstly, due to the shortcomings of the current bibliometric analysis software, it is challenging to analyze the data from multiple databases, and thus, this study exclusively screened articles from the WOSCC database. In addition, to mitigate the influence of confounding factors in the abstract, articles were searched by title, potentially introducing bias in the search strategy. Finally, our analysis solely included articles and reviews published in English and excluded abstracts, conferences, or books. Therefore, the results of the study may lack comprehensive coverage. On the other hand, while we analyzed the meta-analysis studies in cited literature and references, the extracted information did not provide valuable information on the impact of gender, age, population, and other factors on the results of the study, potentially impacting the discussion results cited in the review and meta-analysis.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec20">
<title>Conclusion</title>
<p>In this study, the bibliometric analysis provided information regarding emerging trends about the field of PA on anxiety or depression. Although this work has some limitations, the results may be useful as a basis for helping patients with anxiety or depression and as a foundation for further research in this field. Based on our results, the field of PA on anxiety or depression demonstrating ongoing scholarly interest. Students and pregnant women, adult neurogenesis, and Tai Chi were the prominent keywords. For clinicians, they can consider to recommend patients to perform mind&#x2013;body exercise for improving mood, especially for students and pregnant women who use medications with cautions. Additionally, future researchers can explore the mind&#x2013;body exercise and its impact on anxiety or depression, PA and anxiety or depression in specific populations, and adult neurogenesis of various exercise in anxiety or depression.</p>
</sec>
<sec sec-type="data-availability" id="sec21">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec22">
<title>Author contributions</title>
<p>X-YZ: Writing &#x2013; original draft. FY: Supervision, Writing &#x2013; review &#x0026; editing. Z-HY: Supervision, Writing &#x2013; review &#x0026; editing. Y-QL: Data curation, Writing &#x2013; original draft. Q-NB: Data curation, Writing &#x2013; original draft. M-ZX: Investigation, Writing &#x2013; original draft. Z-HC: Visualization, Writing &#x2013; original draft. W-QZ: Visualization, Writing &#x2013; original draft. K-XW: Investigation, Writing &#x2013; original draft. JY: Investigation, Writing &#x2013; original draft. F-RL: Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec23">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by the National Natural Science Foundation of China (grant numbers: 81590950), and Chengdu University of Traditional Chinese Medicine.</p>
</sec>
<ack>
<p>We really appreciate for the founding team of CiteSpace, VOSviewer and Bibliometrix Packages for free use of these software. At the same time, we also thank <ext-link xlink:href="https://smart.servier.com/" ext-link-type="uri">https://smart.servier.com/</ext-link> for providing free drawing materials.</p>
</ack>
<sec sec-type="COI-statement" id="sec24">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec50">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fnins.2024.1337739/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnins.2024.1337739/full#supplementary-material</ext-link></p>
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