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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychiatry</journal-id>
<journal-title>Frontiers in Psychiatry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychiatry</abbrev-journal-title>
<issn pub-type="epub">1664-0640</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyt.2025.1640198</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychiatry</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Status of research on the application of melatonin in insomnia based on bibliometric visualization analysis and development trends</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Huiying</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3052085/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Jinying</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Zhongke</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2815814/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Lu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Xie</surname>
<given-names>Yuhong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Ning</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3174369/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Ying</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3157686/overview"/>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zheng</surname>
<given-names>Peng</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Fuchun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2211191/overview"/>
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<aff id="aff1">
<sup>1</sup>
<institution>College of Acupuncture and Tuina, Changchun University of Chinese Medicine</institution>, <addr-line>Changchun</addr-line>,&#xa0;<country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Rehabilitation Medicine Academy, Changchun University of Chinese Medicine</institution>, <addr-line>Changchun</addr-line>,&#xa0;<country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/236960/overview">Jason H Huang</ext-link>, Baylor Scott and White Health, Temple, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/23380/overview">Oliviero Bruni</ext-link>, Sapienza University of Rome, Rome, Italy</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3093036/overview">Kamalesh Chakravarty</ext-link>, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Peng Zheng, <email xlink:href="mailto:zhengpeng7877@163.com">zhengpeng7877@163.com</email>; Fuchun Wang, <email xlink:href="mailto:Fuchenwang420@126.com">Fuchenwang420@126.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>29</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1640198</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Liu, Zhao, Wang, Chen, Xie, Yang, Wang, Zheng and Wang.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Liu, Zhao, Wang, Chen, Xie, Yang, Wang, Zheng and Wang</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>
<title>Objective</title>
<p>Insomnia has long been a public health challenge, severely affecting human quality of life. Circadian rhythms are regulated in part by melatonin, and exogenous melatonin has significant therapeutic promise. This study examines global research trends, collaborative networks, and theme evolution in the field of melatonin and insomnia research from 2015 to 2024 using bibliometric visualization techniques.</p>
</sec>
<sec>
<title>Method</title>
<p>Using the terms &#x201c;melatonin&#x201d; and &#x201c;insomnia&#x201d; (as well as their synonyms in the Medical Subject Headings (MeSH) database), this article looked for pertinent literature in the Web of Science Core Collection and PubMed databases. Articles published between January 1, 2015, and December 31, 2024, were included in the search. VOSviewer (version 1.6.20) was used to visualize countries, institutions, journals, and authors; Citespace (version 6.3 R1) was used to visualize keywords and references.</p>
</sec>
<sec>
<title>Results</title>
<p>The two databases yielded 1,818 papers in total, of which 1,084 were included following screening. Even though there are annual variations, the general trend is upward. The institutions and nations with the most publications among them are Harvard Medical School and the United States. The author with the most publications is Bruni O. The most significant co-citation frequency is found in Morin C.M. Among the cited references, Gringas P. (2017) has the most citations. Frontiers in Psychiatry and Sleep Medicine are the journals with the most publications.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Melatonin has been used mainly to treat insomnia in children, the elderly, and people with neurological disorders during the last ten years. Further, a trend for future research in this area is the convergence of insomnia with comorbidities like neurological disorders, cancer, and pain medication.</p>
</sec>
</abstract>
<kwd-group>
<kwd>insomnia</kwd>
<kwd>melatonin</kwd>
<kwd>neurological disorders</kwd>
<kwd>mechanism</kwd>
<kwd>VOSviewer</kwd>
<kwd>visual analysis</kwd>
</kwd-group>
<counts>
<fig-count count="7"/>
<table-count count="8"/>
<equation-count count="0"/>
<ref-count count="56"/>
<page-count count="18"/>
<word-count count="7845"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Sleep Disorders</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Insomnia is characterized by difficulty falling asleep, waking up during the night, waking up too early, and fatigue during the day. The World Health Organization (WHO) reported that insomnia affects 27% of people worldwide, with a prevalence rate of 38.2% among Chinese adults (<xref ref-type="bibr" rid="B1">1</xref>). Obesity, high blood pressure, and heart disease are all directly linked to insomnia (<xref ref-type="bibr" rid="B2">2</xref>). In extreme circumstances, it may cause cognitive impairment and precipitate the development of additional neurological conditions (<xref ref-type="bibr" rid="B3">3</xref>). It has a major negative influence on people&#x2019;s quality of life, forcing families and society to bear heavy financial and psychological costs. There are two categories of current insomnia treatment methods: pharmacological and non-pharmacological. Acupuncture, cognitive-behavioral therapy, and traditional Chinese medicine are examples of non-pharmacological treatments, whereas hypnotic and sedative drugs are the mainstay of pharmaceutical treatments.</p>
<p>The pineal gland is where melatonin is mostly produced (<xref ref-type="bibr" rid="B4">4</xref>). The pineal gland is linked to the suprachiasmatic nucleus (SCN) through a polysynaptic sympathetic nerve pathway. Light signals are detected by photoreceptive ganglion cells (ipRGCs) in the retina and sent to the SCN, which subsequently sends them to the paraventricular nucleus (PVN) of the hypothalamus through gamma-aminobutyric acid (GABA) neurons. To reach the preganglionic sympathetic neurons, whose axons ascend to the superior cervical ganglion (SCG) for synapse, the descending PVN fibers pass through the brainstem and spinal cord (T1-T3). Postganglionic fibers then innervate the pineal gland (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). High-affinity G protein-coupled receptors called MT1 and MT2 are involved in a variety of neurotransmitters and neurotransmitter systems that regulate sleep. Melatonin, commonly referred to as the &#x201c;sleep hormone,&#x201d; is a key regulator of the sleep/wake cycle. A promising treatment strategy for sleep disorders is the selective modulation of these receptors (<xref ref-type="bibr" rid="B7">7</xref>). With longer peaks in winter and shorter peaks in summer, melatonin production at night fluctuates with the seasons (<xref ref-type="bibr" rid="B8">8</xref>). Melatonin is primarily responsible for controlling blood pressure, cortisol secretion, body temperature, sleep-wake cycles, and circadian rhythms in humans (<xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>Scientific studies on melatonin as a complementary treatment for insomnia have expanded quickly in recent decades, but there hasn&#x2019;t been a thorough bibliometric analysis to map the global research landscape, pinpoint important contributors, and uncover new trends. The goal of this study is to clarify the evolution of melatonin and insomnia research over the last ten years and offer references for further research by visualizing collaboration, thematic clusters, and temporal changes in the field using VOSviewer and CiteSpace. Vosviewer can use co-citation data to construct visual analyses of countries, institutions, authors, or journals (<xref ref-type="bibr" rid="B10">10</xref>). CiteSpace is a software designed for the visual analysis and exploration of scholarly literature across various research fields or disciplines (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>).</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Study design</title>
<p>This study aims to map out the global research landscape on melatonin in the field of insomnia research from 2015 to 2024, following the BIBLIO list of bibliometric studies.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Data sources</title>
<p>Two databases were searched: Web of Science Core Collection (WoSCC) and PubMed.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Search strategy</title>
<p>A comprehensive search strategy was developed for each database. See <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 1</bold>
</xref> for details.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Inclusion criteria</title>
<list list-type="simple">
<list-item>
<p>(1) Literature published between January 1, 2015, and December 31, 2024.</p>
</list-item>
<list-item>
<p>(2) English-language literature.</p>
</list-item>
<list-item>
<p>(3) Literature type: original research articles and reviews related to melatonin and insomnia.</p>
</list-item>
</list>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Exclusion criteria</title>
<p>Conference proceedings, abstracts, editorial materials, letters, collections, anthologies, news items, book chapters, and retracted publications.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Screening process</title>
<p>Two independent reviewers screened all retrieved records based on titles, abstracts, and full texts. Disagreements were resolved through consensus or by a third reviewer. A PRISMA-style flowchart (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) summarizes the screening process, including the records retrieved from each database and the stepwise exclusion steps, ultimately determining the final set of included literature.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Literature screening flowchart.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1640198-g001.tif">
<alt-text content-type="machine-generated">Flowchart illustrating the identification of studies on melatonin in insomnia treatment. It starts with bibliometric analysis for current trends. The screening involved 1,314 from Web of Science and 504 from PUBMED. Publications were assessed for eligibility, excluding 35 non-article/review publications and 34 non-English ones. The final inclusion involved 1,084 articles, with 755 classified as articles and 329 as reviews. The time frame was from January 1, 2015, to December 31, 2024.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Data extraction and processing</title>
<p>Data is exported from the database in the &#x201c;txt&#x201d; format, with file names that start with &#x201c;download_*.txt.&#x201d; Citespace (6.3R1) and Vosviewer (1.6.20) tools are then used to analyze the files and search for keywords, references, publications, nations, institutions, journals, co-cited journals, authors, and co-cited authors.</p>
<p>CiteSpace&#x2019;s parameters were set as follows: (1) 2015&#x2013;2024-time frame; (2) node type selection at a time; (3) g-index selection of k-value set to 25; and (4) Top N option set to 50. Nodes in a CiteSpace network knowledge graph stand for the informational unit of the object under study, and node sizes indicate how frequently an event occurs. The time and quantity of the examined items are indicated by the color and breadth of the &#x201c;year rings&#x201d; inside the nodes. On the other hand, a high degree of intermediate centrality throughout the whole network is shown by the purple outside rings. The degree of correlation between the various factors under analysis is shown by the thickness of the connecting lines.</p>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>Metrics for analyzing literature</title>
<list list-type="simple">
<list-item>
<p>(1) Analysis of annual publication trends.</p>
</list-item>
<list-item>
<p>(2) Analysis of countries, institutions, journals, co-cited journals, authors, co-cited authors, references, and keyword co-occurrence.</p>
</list-item>
<list-item>
<p>(3) Cluster analysis of research hotspots and future trends.</p>
</list-item>
</list>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Analysis of annual publications</title>
<p>Since it represents the general trend of development in this field of study, the number of publications per year is very important. The publication volume of research articles about melatonin and insomnia over the last ten years can be broken down into three phases, as seen in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>. Although there were comparatively few publications during the first phase, which lasted from 2015 to 2018, there was an overall upward trend. The number of publications steadily rose from 99 to 159 during the second phase, which spanned 2019 to 2021. The number of publications peaked during the third phase, which ran from 2022 to 2024. In 2022, the number of articles about melatonin and insomnia peaked at 159, making it the year with the most publications in this area in the previous ten years. A linear trend line was created for annual publications in order to better understand the output trend. This resulted in the equation Y=11.964X-24052, where Y stands for annual publications and X for the year. The coefficient of determination (R&#xb2;) for the model is 0.9283. Overall, the number of articles about melatonin&#x2019;s role in insomnia has been rising steadily, which is indicative of the topic&#x2019;s increasing significance and popularity.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Number of publications on melatonin in insomnia.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1640198-g002.tif">
<alt-text content-type="machine-generated">Line graph showing the volume of publications from 2015 to2024, with values increasing from 52 in 2015 to 152 in 2024. A trend line displays the equation y = 11.964x - 24052 with R&#xb2; = 0.9283, indicating a strong upward trend.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Analysis of country co-occurrence networks</title>
<p>Open VOSviewer 1.6.20, Import the search results, and examine the countries&#x2019; co-occurrences. Research on this subject was conducted in 428 different countries. A national-level collaboration network with a minimum of five publications is depicted in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>. With a total link strength of 900, the results show a co-occurrence map of 34 countries, demonstrating strong international cooperation. With a total link strength of 216, the United States is at the center of the collaboration network and demonstrates extensive international collaboration. The United Kingdom and the United States have the closest collaboration with other nations. With a total link strength of 153, the UK demonstrates high centrality as well. Comparable node sizes between China and the US suggest similar publication volumes. The network has seven clusters, including the Asia-Pacific cluster, which is represented by China, Australia, and Japan, and the European cluster, which is represented by France, Italy, and Switzerland.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>National cooperation network map <bold>(A)</bold> and institutional cooperation network map <bold>(B)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1640198-g003.tif">
<alt-text content-type="machine-generated">Network visualization with two sections labeled A and B, created with VOSviewer. Section A shows countries like USA, China, and the United Kingdom with varying sizes and connections, indicating collaboration intensity. Section B displays academic and medical institutions such as Harvard Medical School, Monash University, and University of Pisa. Different colors represent distinct clusters of institutions and countries, emphasizing their collaborative relationships.</alt-text>
</graphic>
</fig>
<p>
<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> highlights the top 10 countries by number of publications and looks at their publication volume, citation rates, and link strength. In terms of publications, the United States leads with 300, followed by China with 167 and the United Kingdom with 90. The United States received 8,153 citations, followed by the United Kingdom (3,968) and Italy (3,286). Germany had the highest average citation rate (46.02), followed by the UK (44.01) and France (43.69). The United States dominates this field of study, as evidenced by the national analysis, which shows that it leads in both publications and citation rates. China has 167 publications, which puts it in second place, but its citation rate is lower than that of other countries, indicating that output volume and research influence are not always related. In terms of average citation rates, European nations&#x2014;including the UK, Germany, Italy, and France&#x2014;perform better than Asian nations.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Top 10 countries by publication volume.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Rank</th>
<th valign="middle" align="center">Country</th>
<th valign="middle" align="center">Documents</th>
<th valign="middle" align="center">Citations</th>
<th valign="middle" align="center">Total link strength</th>
<th valign="middle" align="center">Average citations</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">USA</td>
<td valign="middle" align="center">300</td>
<td valign="middle" align="center">8153</td>
<td valign="middle" align="center">216</td>
<td valign="middle" align="center">27.18</td>
</tr>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">China</td>
<td valign="middle" align="center">167</td>
<td valign="middle" align="center">2091</td>
<td valign="middle" align="center">82</td>
<td valign="middle" align="center">12.52</td>
</tr>
<tr>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">United Kingdom</td>
<td valign="middle" align="center">90</td>
<td valign="middle" align="center">3968</td>
<td valign="middle" align="center">153</td>
<td valign="middle" align="center">44.01</td>
</tr>
<tr>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">Italy</td>
<td valign="middle" align="center">88</td>
<td valign="middle" align="center">3286</td>
<td valign="middle" align="center">122</td>
<td valign="middle" align="center">37.34</td>
</tr>
<tr>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">Australia</td>
<td valign="middle" align="center">79</td>
<td valign="middle" align="center">1496</td>
<td valign="middle" align="center">90</td>
<td valign="middle" align="center">18.94</td>
</tr>
<tr>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">Japan</td>
<td valign="middle" align="center">69</td>
<td valign="middle" align="center">828</td>
<td valign="middle" align="center">30</td>
<td valign="middle" align="center">12</td>
</tr>
<tr>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">France</td>
<td valign="middle" align="center">64</td>
<td valign="middle" align="center">2796</td>
<td valign="middle" align="center">120</td>
<td valign="middle" align="center">43.69</td>
</tr>
<tr>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">Canada</td>
<td valign="middle" align="center">56</td>
<td valign="middle" align="center">2344</td>
<td valign="middle" align="center">87</td>
<td valign="middle" align="center">41.86</td>
</tr>
<tr>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">South Korea</td>
<td valign="middle" align="center">47</td>
<td valign="middle" align="center">486</td>
<td valign="middle" align="center">21</td>
<td valign="middle" align="center">10.34</td>
</tr>
<tr>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">Germany</td>
<td valign="middle" align="center">46</td>
<td valign="middle" align="center">2117</td>
<td valign="middle" align="center">110</td>
<td valign="middle" align="center">46.02</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Network analysis of institutional collaboration</title>
<p>A total of 2,465 institutions contributed to the publication of articles on this subject, according to the data that was retrieved and imported into Vosviewer 1.6.20 for institutional analysis. The collaborative network at the institutional level is depicted by <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>, which shows 92 institutions. The institutions&#x2019; close cooperation is indicated by the total link strength of 3,382. Sapienza University, University of Pisa, University of Southampton, Johns Hopkins University, and University Hospital of Strasbourg are among the top five universities based on link strength analysis, which shows that their links are thicker. Europe has a cluster advantage in melatonin research, as evidenced by the fact that three of these institutions are European. Harvard Medical School (692) is in second place, followed by the University of Surrey (634) in third place, and the University of California, San Francisco (1079) is at the top among citation rates.</p>
<p>Each of the top 10 institutions in terms of publication volume has published more than 11 papers, as shown in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>. The top three universities are Harvard Medical School (21 publications), Monash University (18 publications), and Sapienza University (15 publications). A total of 143 articles were published by these top 10 institutions, making up 13.2% of all publications. It is noteworthy that Harvard Medical School has a high average citation rate and publication volume.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Top ten institutions in terms of publication volume.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Rank</th>
<th valign="middle" align="center">Organization</th>
<th valign="middle" align="center">Country</th>
<th valign="middle" align="center">Documents</th>
<th valign="middle" align="center">Citations</th>
<th valign="middle" align="center">Total link strength</th>
<th valign="middle" align="center">Average citations</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">Harvard Medical School</td>
<td valign="middle" align="center">USA</td>
<td valign="middle" align="center">21</td>
<td valign="middle" align="center">692</td>
<td valign="middle" align="center">108</td>
<td valign="middle" align="center">32.95</td>
</tr>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">Monash University</td>
<td valign="middle" align="center">Australia</td>
<td valign="middle" align="center">18</td>
<td valign="middle" align="center">469</td>
<td valign="middle" align="center">113</td>
<td valign="middle" align="center">26.05</td>
</tr>
<tr>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">Sapienza University</td>
<td valign="middle" align="center">Italy</td>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">411</td>
<td valign="middle" align="center">374</td>
<td valign="middle" align="center">27.4</td>
</tr>
<tr>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">University of Pisa</td>
<td valign="middle" align="center">Italy</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">276</td>
<td valign="middle" align="center">279</td>
<td valign="middle" align="center">19.71</td>
</tr>
<tr>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">University of Toronto</td>
<td valign="middle" align="center">Canada</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">458</td>
<td valign="middle" align="center">66</td>
<td valign="middle" align="center">32.71</td>
</tr>
<tr>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">University of Surrey</td>
<td valign="middle" align="center">United Kingdom</td>
<td valign="middle" align="center">13</td>
<td valign="middle" align="center">634</td>
<td valign="middle" align="center">128</td>
<td valign="middle" align="center">24.07</td>
</tr>
<tr>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">University of Copenhagen</td>
<td valign="middle" align="center">Denmark</td>
<td valign="middle" align="center">13</td>
<td valign="middle" align="center">313</td>
<td valign="middle" align="center">114</td>
<td valign="middle" align="center">48.77</td>
</tr>
<tr>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">University of Southampton</td>
<td valign="middle" align="center">United Kingdom</td>
<td valign="middle" align="center">12</td>
<td valign="middle" align="center">477</td>
<td valign="middle" align="center">241</td>
<td valign="middle" align="center">39.75</td>
</tr>
<tr>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">Stanford University</td>
<td valign="middle" align="center">USA</td>
<td valign="middle" align="center">12</td>
<td valign="middle" align="center">629</td>
<td valign="middle" align="center">32</td>
<td valign="middle" align="center">52.42</td>
</tr>
<tr>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">University of Sydney</td>
<td valign="middle" align="center">Australia</td>
<td valign="middle" align="center">11</td>
<td valign="middle" align="center">201</td>
<td valign="middle" align="center">80</td>
<td valign="middle" align="center">18.27</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Journal collaboration network analysis</title>
<p>For journal analysis, the obtained data was imported into Vosviewer 1.6.20, which revealed that 488 journals had published these kinds of articles. <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref> shows the collaboration networks of 43journals. In total, the top 10 journals published 185 papers, or 17.07% of all publications, as shown in <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>. Out of all of these, SLEEP MEDICINE ranked first and published the most studies (n = 31). Frontiers in Psychiatry came in second with 25 studies, and JOURNAL OF SLEEP RESEARCH came in third with 21 studies. Indicating that the caliber of publications in this field of study is low, two of the top ten journals had Impact Factors (IF) higher than five, while the average for the remaining journals was three. Of these, the journal Sleep Medicine Reviews is at the forefront of its field, as evidenced by its highest IF of 11.2 and Q1 zone ranking in the JCR classification. This indicates that the journal is well-known among researchers and has a high degree of academic standards and influence in its field. With a JCR classification ranking in the Q1 zone and an IF of 5.3, SLEEP comes next.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Journal cooperation network map <bold>(A)</bold> and cited journal network map <bold>(B)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1640198-g004.tif">
<alt-text content-type="machine-generated">Network visualization shows relationships between academic journals and topics related to sleep medicine and psychiatry. Nodes represent journals, with size indicating relevance or frequency. Lines indicate connections or co-citations. Prominent nodes include &#x201c;Journal of Sleep Research,&#x201d; &#x201c;Frontiers in Psychiatry,&#x201d; and &#x201c;Sleep Medicine.&#x201d; The visualization uses different colors to distinguish clusters or subject areas, highlighting interconnected fields.</alt-text>
</graphic>
</fig>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Top ten journals in terms of publication volume.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Rank</th>
<th valign="middle" align="left">Source</th>
<th valign="middle" align="left">IF</th>
<th valign="middle" align="left">JCR</th>
<th valign="middle" align="left">Documents</th>
<th valign="middle" align="left">Citations</th>
<th valign="middle" align="left">Total link strength</th>
<th valign="middle" align="left">Average citations</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">1</td>
<td valign="middle" align="left">SLEEP MEDICINE</td>
<td valign="middle" align="left">3.8</td>
<td valign="middle" align="left">Q1</td>
<td valign="middle" align="left">31</td>
<td valign="middle" align="left">680</td>
<td valign="middle" align="left">65</td>
<td valign="middle" align="left">21.94</td>
</tr>
<tr>
<td valign="middle" align="left">2</td>
<td valign="middle" align="left">Frontiers in Psychiatry</td>
<td valign="middle" align="left">3.2</td>
<td valign="middle" align="left">Q2</td>
<td valign="middle" align="left">25</td>
<td valign="middle" align="left">252</td>
<td valign="middle" align="left">33</td>
<td valign="middle" align="left">10.08</td>
</tr>
<tr>
<td valign="middle" align="left">3</td>
<td valign="middle" align="left">JOURNAL OF SLEEP RESEARCH</td>
<td valign="middle" align="left">3.4</td>
<td valign="middle" align="left">Q2</td>
<td valign="middle" align="left">21</td>
<td valign="middle" align="left">1572</td>
<td valign="middle" align="left">61</td>
<td valign="middle" align="left">74.86</td>
</tr>
<tr>
<td valign="middle" align="left">4</td>
<td valign="middle" align="left">Nature and Science of Sleep</td>
<td valign="middle" align="left">3.0</td>
<td valign="middle" align="left">Q2</td>
<td valign="middle" align="left">20</td>
<td valign="middle" align="left">183</td>
<td valign="middle" align="left">16</td>
<td valign="middle" align="left">9.15</td>
</tr>
<tr>
<td valign="middle" align="left">5</td>
<td valign="middle" align="left">Journal of Clinical Sleep Medicine</td>
<td valign="middle" align="left">3.5</td>
<td valign="middle" align="left">Q1</td>
<td valign="middle" align="left">17</td>
<td valign="middle" align="left">1086</td>
<td valign="middle" align="left">44</td>
<td valign="middle" align="left">63.88</td>
</tr>
<tr>
<td valign="middle" align="left">6</td>
<td valign="middle" align="left">SLEEP MEDICINE REVIEWS</td>
<td valign="middle" align="left">11.2</td>
<td valign="middle" align="left">Q1</td>
<td valign="middle" align="left">17</td>
<td valign="middle" align="left">1147</td>
<td valign="middle" align="left">68</td>
<td valign="middle" align="left">67.47</td>
</tr>
<tr>
<td valign="middle" align="left">7</td>
<td valign="middle" align="left">Trials</td>
<td valign="middle" align="left">2.0</td>
<td valign="middle" align="left">Q3</td>
<td valign="middle" align="left">16</td>
<td valign="middle" align="left">59</td>
<td valign="middle" align="left">8</td>
<td valign="middle" align="left">3.69</td>
</tr>
<tr>
<td valign="middle" align="left">8</td>
<td valign="middle" align="left">CHRONOBIOLOGY INTERNATIONAL</td>
<td valign="middle" align="left">2.2</td>
<td valign="middle" align="left">Q3</td>
<td valign="middle" align="left">14</td>
<td valign="middle" align="left">344</td>
<td valign="middle" align="left">10</td>
<td valign="middle" align="left">24.57</td>
</tr>
<tr>
<td valign="middle" align="left">9</td>
<td valign="middle" align="left">SLEEP</td>
<td valign="middle" align="left">5.3</td>
<td valign="middle" align="left">Q1</td>
<td valign="middle" align="left">13</td>
<td valign="middle" align="left">311</td>
<td valign="middle" align="left">24</td>
<td valign="middle" align="left">23.92</td>
</tr>
<tr>
<td valign="middle" align="left">10</td>
<td valign="middle" align="left">Journal of Clinical Medicine</td>
<td valign="middle" align="left">3.0</td>
<td valign="middle" align="left">Q1</td>
<td valign="middle" align="left">11</td>
<td valign="middle" align="left">63</td>
<td valign="middle" align="left">15</td>
<td valign="middle" align="left">5.73</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Examine the co-cited journals after importing the search results into VOSviewer 1.6.20. This suggests that a total of 6,096 journals is writing about this subject. <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>: Nodes that are cited sources in the research field literature are represented by the 399 journals that are shown. The number of citations is indicated by the size of the node, the larger the node, the greater the influence and the number of citations. A stronger co-citation relationship is indicated by thicker connecting lines, which show how frequently two journals are cited together in the same article. Six clusters are created from the data; these clusters show the outcomes of the journal citation clustering process. Similarly colored journals tend to represent a discipline or field and have more similar citation patterns. The top ten journals in terms of co-citation frequency are listed in <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>. Among these, Sleep has the highest total citation rate (2,310), followed by Sleep Medicine (1,414) and Sleep Medicine Reviews (1,295). Indicating that the field is still in a steady accumulation phase, the majority of impact factors are concentrated in the 3&#x2013;5 range. The fact that Sleep Medicine Reviews has a high single-article influence but a small publication volume is reflected in its impact factor of 11.2 and third-place citation rate. Due to their higher publication volumes, Sleep and Sleep Medicine achieve higher total citation counts, despite having impact factors of 5.3 and 3.8, respectively.</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Top ten journals ranked by citation rate.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Rank</th>
<th valign="middle" align="center">Source</th>
<th valign="middle" align="center">IF</th>
<th valign="middle" align="center">JCR</th>
<th valign="middle" align="center">Citations</th>
<th valign="middle" align="center">Total link strength</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">SLEEP</td>
<td valign="middle" align="center">5.3</td>
<td valign="middle" align="center">Q1</td>
<td valign="middle" align="center">2310</td>
<td valign="middle" align="center">152477</td>
</tr>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">SLEEP MEDICINE</td>
<td valign="middle" align="center">3.8</td>
<td valign="middle" align="center">Q1</td>
<td valign="middle" align="center">1414</td>
<td valign="middle" align="center">93155</td>
</tr>
<tr>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">SLEEP MEDICINE REVIEWS</td>
<td valign="middle" align="center">11.2</td>
<td valign="middle" align="center">Q1</td>
<td valign="middle" align="center">1295</td>
<td valign="middle" align="center">89022</td>
</tr>
<tr>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">JOURNAL OF SLEEP RESEARCH</td>
<td valign="middle" align="center">3.4</td>
<td valign="middle" align="center">Q2</td>
<td valign="middle" align="center">850</td>
<td valign="middle" align="center">56690</td>
</tr>
<tr>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">JOURNAL OF PINEAL RESEARCH</td>
<td valign="middle" align="center">8.3</td>
<td valign="middle" align="center">Q1</td>
<td valign="middle" align="center">835</td>
<td valign="middle" align="center">50919</td>
</tr>
<tr>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">Journal of Clinical Sleep Medicine</td>
<td valign="middle" align="center">3.5</td>
<td valign="middle" align="center">Q1</td>
<td valign="middle" align="center">782</td>
<td valign="middle" align="center">50390</td>
</tr>
<tr>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">CHRONOBIOLOGY INTERNATIONAL</td>
<td valign="middle" align="center">2.2</td>
<td valign="middle" align="center">Q3</td>
<td valign="middle" align="center">660</td>
<td valign="middle" align="center">38804</td>
</tr>
<tr>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">PLoS One</td>
<td valign="middle" align="center">2.9</td>
<td valign="middle" align="center">Q1</td>
<td valign="middle" align="center">477</td>
<td valign="middle" align="center">30250</td>
</tr>
<tr>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">JOURNALOF BIOLOGICAL RHYTHMS</td>
<td valign="middle" align="center">2.9</td>
<td valign="middle" align="center">Q2</td>
<td valign="middle" align="center">393</td>
<td valign="middle" align="center">23753</td>
</tr>
<tr>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">JOURNAL OF AFFECTIVE DISORDERS</td>
<td valign="middle" align="center">4.9</td>
<td valign="middle" align="center">Q1</td>
<td valign="middle" align="center">344</td>
<td valign="middle" align="center">23018</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Author collaboration network analysis</title>
<p>A total of 4,854 authors took part in this study, according to the data imported into VOSviewer 1.6.20 for author analysis. The top ten authors and the authors who receive the most citations are listed in <xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref> according to the number of articles they have written. Of them, Ferri R and Zisapel N tied for third place with 11 articles each, while Bruni O leads with 17 articles, followed by Palagini L with 15. Citation counts showed that Zisapel N had the most citations (645), followed by Bruni O (551) in second place and Malow B. A (347). in third. Interestingly, Bruni O has a high citation rate and a large number of publications, which suggests that her work is of high quality in this field of study.</p>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Top ten authors ranked by publication volume and citation rate.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Rank</th>
<th valign="middle" align="center">Author</th>
<th valign="middle" align="center">Documents</th>
<th valign="middle" align="center">Author</th>
<th valign="middle" align="center">Citations</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">Bruni Oliviero</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">Zisapel Nava</td>
<td valign="middle" align="center">645</td>
</tr>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">Palagini Laura</td>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">Bruni Oliviero</td>
<td valign="middle" align="center">551</td>
</tr>
<tr>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">Ferri Raffaele</td>
<td valign="middle" align="center">11</td>
<td valign="middle" align="center">Malow Beth A.</td>
<td valign="middle" align="center">347</td>
</tr>
<tr>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">Zisapel Nava</td>
<td valign="middle" align="center">11</td>
<td valign="middle" align="center">Gringras Paul</td>
<td valign="middle" align="center">336</td>
</tr>
<tr>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">Biggio Giovanni</td>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">Cortese Samuele</td>
<td valign="middle" align="center">313</td>
</tr>
<tr>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">Cortese Samuele</td>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">Nir Tali</td>
<td valign="middle" align="center">310</td>
</tr>
<tr>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">Inada Ken</td>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">Breddy John</td>
<td valign="middle" align="center">310</td>
</tr>
<tr>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">Mishima Kazuo</td>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">Ferri Raffaele</td>
<td valign="middle" align="center">284</td>
</tr>
<tr>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">Riemann Dieter</td>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">Skene Debra J.</td>
<td valign="middle" align="center">282</td>
</tr>
<tr>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">Gringras Paul</td>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">Rajaratnam Shantha M. W.</td>
<td valign="middle" align="center">253</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>
<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref> illustrates author collaboration by grouping 34 authors into 5 clusters. Aguglia E, Biggio G, Geoffroy P. A., Girardi P, Grassi L, Manni R, Minervino A, Nobili L, Palagini L, Philip P and Plazzi G are among the authors working together in the same cluster. The grouping of co-cited authors is shown in <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>. The brightness of each color corresponds to the frequency of citations; the higher the frequency, the brighter the hue. This allows for the easy identification of the most frequently cited authors among the 21,350 co-cited authors, of which 232 are displayed. The author with the closest ties to other authors is Morin C.M.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Author cooperation network map <bold>(A)</bold> and co-cited author network map <bold>(B)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1640198-g005.tif">
<alt-text content-type="machine-generated">Image A is a network visualization of researchers, with nodes representing individuals and links indicating collaborations. Nodes are color-coded into clusters based on research topics or collaboration patterns. Image B is a heatmap visualization indicating the frequency or significance of researchers, with warmer colors representing higher importance or activity levels within the field. Both are generated using VOSviewer.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Keyword analysis</title>
<p>A keyword visualization analysis was performed using Citespace. This study&#x2019;s co-occurring keywords visualization analysis diagram has 451 nodes and 776 links, with a network density of 0.076 (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). Sleeplessness (475), melatonin (279), circadian rhythm (166), double blindness (111), quality of life (100), bright light therapy (90), prevalence (85), sleep (79), efficacy (71), and children (61) are among the top 10 keywords. &#x201c;Insomnia&#x201d; was the most frequently occurring of the high-frequency keywords found, with 475 occurrences, indicating its importance as a worldwide health concern in sleep medicine research. The three primary components of the research network, &#x201c;circadian rhythm&#x201d; (166 occurrences) and &#x201c;melatonin&#x201d; (279 occurrences), came in second and third, respectively, underscoring the crucial role of the melatonin system in insomnia. According to frequency analysis, insomnia is still a global problem and a research hotspot, as <xref ref-type="table" rid="T6">
<bold>Table&#xa0;6</bold>
</xref> illustrates, with &#x201c;body temperature&#x201d; having the highest centrality (0.16). An important focus area in the field is represented by a node with a centrality value &gt;0.1, which denotes the node with the greatest attention and influence in the research field. In the future, body temperature rhythms could be a novel approach to treating insomnia because they are a significant biomarker of circadian rhythm function and have special significance in diagnosing insomnia that is disordered by the circadian rhythm. Additional keywords that have centrality values greater than 0.1 are &#x201c;double-blind&#x201d; (0.12) and &#x201c;quality of life&#x201d; (0.11), which highlight the significance of patient-reported outcomes and methodological rigor in this area.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Keyword co-occurrence map <bold>(A)</bold> and keyword clustering map <bold>(B)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1640198-g006.tif">
<alt-text content-type="machine-generated">Two interconnected visualizations from CiteSpace. The first is a network map highlighting research topics related to &#x201c;melatonin,&#x201d; &#x201c;circadian rhythm,&#x201d; and more, with node size indicating importance and links showing connections. The second visualization is a cluster map categorizing topics like &#x201c;circadian rhythm sleep disorders&#x201d; and &#x201c;gut-brain axis,&#x201d; each cluster shown in distinct colors. A color gradient indicates publication years from 2015 to 2021.</alt-text>
</graphic>
</fig>
<table-wrap id="T6" position="float">
<label>Table&#xa0;6</label>
<caption>
<p>Top ten keywords by frequency and centrality ranking.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Rank</th>
<th valign="middle" align="center">Freq</th>
<th valign="middle" align="center">Keywords</th>
<th valign="middle" align="center">Rank</th>
<th valign="middle" align="center">Centrality</th>
<th valign="middle" align="center">Keywords</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">475</td>
<td valign="middle" align="center">insomnia</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">0.16</td>
<td valign="middle" align="center">body temperature</td>
</tr>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">279</td>
<td valign="middle" align="center">melatonin</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">0.14</td>
<td valign="middle" align="center">adhd</td>
</tr>
<tr>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">166</td>
<td valign="middle" align="center">circadian rhythm</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">0.14</td>
<td valign="middle" align="center">controlled trial</td>
</tr>
<tr>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">111</td>
<td valign="middle" align="center">double blind</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">0.14</td>
<td valign="middle" align="center">major depressive disorder</td>
</tr>
<tr>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">quality of life</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">0.14</td>
<td valign="middle" align="center">phase syndrome</td>
</tr>
<tr>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">90</td>
<td valign="middle" align="center">bright light therapy</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">0.14</td>
<td valign="middle" align="center">adjunctive ramelteon</td>
</tr>
<tr>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">85</td>
<td valign="middle" align="center">prevalence</td>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">0.13</td>
<td valign="middle" align="center">alzheimers disease</td>
</tr>
<tr>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">79</td>
<td valign="middle" align="center">sleep</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">0.12</td>
<td valign="middle" align="center">sleep quality</td>
</tr>
<tr>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">71</td>
<td valign="middle" align="center">efficacy</td>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">0.12</td>
<td valign="middle" align="center">chronic insomnia</td>
</tr>
<tr>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">61</td>
<td valign="middle" align="center">children</td>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">0.12</td>
<td valign="middle" align="center">bipolar disorder</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_7">
<label>3.7</label>
<title>Keyword clustering analysis</title>
<p>The keyword cluster visualization analysis is displayed in <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref> after the data was imported into Citespace (version 6.3 R1). As demonstrated by the results, the modularity Q-value has a distinct and significant clustering structure, surpassing the 0.3 threshold at 0.697. Furthermore, it was found that the clusters&#x2019; average contour value was 0.86, suggesting that this unique clustering technique is dependable and reasonable. A total of seventeen clusters were produced using various clustering labels: #0 circadian rhythnm sleep disorders, #1circadian rhythnm, #2activation, #3older adults, #4parkinsons disease, #5physical activity, #6restless legs syndrome, #7children, #8alzheimers disease, #9autism spectrum disorder, #10case report, #11sleep duration, #12seizure frequency, #13gut-brain axis, #14electroacupuncture, #15melatonin suppression, #16melatonin receptors.</p>
<p>Classify the above keyword cluster tags, where tags such as #0 circadian rhythm sleep disorders, #4 Parkinson&#x2019;s disease, #6 restless legs syndrome, #8 Alzheimer&#x2019;s disease, and #9 autism spectrum disorder are associated with insomnia comorbidity. Tags such as #1 circadian rhythnm, #13 gut-brain axis, #15 melatonin suppression, and #16 melatonin receptors are related to the mechanisms of insomnia. #2 activation, #14 electroacupuncture, and #5 physical activity are related to intervention or treatment methods. #3 older adults and #7 children are related to the population with insomnia. #10 case report and #11 sleep duration are outcome measures related to insomnia.</p>
</sec>
<sec id="s3_8">
<label>3.8</label>
<title>Analysis of cited references</title>
<p>Select the cited references for visualization analysis after importing the data into CiteSpace (version 6.3 R1). <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref> illustrates this, with a network density of 0.0108 and 249 nodes and 333 links. Gringas P. (2017), Sateia M.J. (2017), Maras A. (2018), Riemann D. (2017), Zisapel N. (2018), and Bruni O. (2015) are among the top five cited references by citation count, as shown in <xref ref-type="table" rid="T7">
<bold>Table&#xa0;7</bold>
</xref>. Elrod MG, 2015 (0.19), Bruni O, 2018 (0.17), Goldman SE, 2014 (0.21), Chang YS, 2016 (0.29), and Auger RR, 2015 (0.17), are the top five references in terms of centrality, as shown in <xref ref-type="table" rid="T8">
<bold>Table&#xa0;8</bold>
</xref>. Chang YS, 2016 (0.29), which was published in Jama Pediatrics, is noteworthy for having a high article quality, ranking first in centrality, having an IF of 24.7, and being in JCR Zone 1.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Co-occurrence Map of References <bold>(A)</bold> and the 24 most frequently cited keywords <bold>(B)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1640198-g007.tif">
<alt-text content-type="machine-generated">A network visualization (A) shows citation links between variousacademic authors, highlighted by colorful nodes and lines. Larger nodes indicate more frequently cited authors. A legend displays years from 2013 to 2023. Below, (B) lists 24 keywords with the strongest citation bursts from 2015 to 2024. Keywords include &#x201c;autismspectrum disorders&#x201d; and &#x201c;chronic pain,&#x201d; with corresponding strength</alt-text>
</graphic>
</fig>
<table-wrap id="T7" position="float">
<label>Table&#xa0;7</label>
<caption>
<p>Top five most cited references.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Rank</th>
<th valign="middle" align="center">Frequency</th>
<th valign="middle" align="center">Cited reference</th>
<th valign="middle" align="center">IF</th>
<th valign="middle" align="center">Journal</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">35</td>
<td valign="middle" align="center">Efficacy and Safety of Pediatric Prolonged-Release Melatonin for Insomnia in Children with Autism Spectrum Disorder</td>
<td valign="middle" align="center">9.2</td>
<td valign="middle" align="center">Journal of The American Academy of Child and Adolescent Psychiatry</td>
</tr>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">33</td>
<td valign="middle" align="center">Clinical Practice Guideline for the Pharmacologic Treatment of Chronic Insomnia in Adults: An American Academy of Sleep Medicine Clinical Practice Guideline</td>
<td valign="middle" align="center">3.5</td>
<td valign="middle" align="center">Journal of Clinical Sleep Medicine</td>
</tr>
<tr>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">28</td>
<td valign="middle" align="center">European guideline for the diagnosis and treatment of insomnia</td>
<td valign="middle" align="center">3.4</td>
<td valign="middle" align="center">Journal of Sleep Research</td>
</tr>
<tr>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">28</td>
<td valign="middle" align="center">Long-Term Efficacy and Safety of Pediatric Prolonged-Release Melatonin for Insomnia in Children with Autism Spectrum Disorder</td>
<td valign="middle" align="center">1.5</td>
<td valign="middle" align="center">Journal of Child and Adolescent Psychopharmacology</td>
</tr>
<tr>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">26</td>
<td valign="middle" align="center">New perspectives on the role of melatonin in human sleep, circadian rhythms and their regulation</td>
<td valign="middle" align="center">6.8</td>
<td valign="middle" align="center">British Journal of Pharmacology</td>
</tr>
<tr>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">26</td>
<td valign="middle" align="center">Current role of melatonin in pediatric neurology: clinical recommendations</td>
<td valign="middle" align="center">2.3</td>
<td valign="middle" align="center">European Journal of Paediatric Neurology</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T8" position="float">
<label>Table&#xa0;8</label>
<caption>
<p>Top 5 references by centrality.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Rank</th>
<th valign="middle" align="center">Centrality</th>
<th valign="middle" align="center">Cited reference</th>
<th valign="middle" align="center">IF</th>
<th valign="middle" align="center">Journal</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">0.29</td>
<td valign="middle" align="center">Melatonin Supplementation for Children with Atopic Dermatitis and Sleep Disturbance: A Randomized Clinical Trial</td>
<td valign="middle" align="center">24.7</td>
<td valign="middle" align="center">Jama Pediatrics</td>
</tr>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">0.21</td>
<td valign="middle" align="center">Melatonin in children with autism spectrum disorders: endogenous and pharmacokinetic profiles in relation to sleep</td>
<td valign="middle" align="center">3.2</td>
<td valign="middle" align="center">Journal of Autism and Developmental Disorders</td>
</tr>
<tr>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">0.19</td>
<td valign="middle" align="center">Sleep differences among children with autism spectrum disorders and typically developing peers: a meta-analysis</td>
<td valign="middle" align="center">1.8</td>
<td valign="middle" align="center">Journal of Developmental and Behavioral Pediatrics</td>
</tr>
<tr>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">0.17</td>
<td valign="middle" align="center">Practitioner Review: Treatment of chronic insomnia in children and adolescents with neurodevelopmental disabilities</td>
<td valign="middle" align="center">6.8</td>
<td valign="middle" align="center">Journal of Child Psychology and Psychiatry</td>
</tr>
<tr>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">0.17</td>
<td valign="middle" align="center">Clinical Practice Guideline for the Treatment of Intrinsic Circadian Rhythm Sleep-Wake Disorders: Advanced Sleep-Wake Phase Disorder (ASWPD), Delayed Sleep-Wake Phase Disorder (DSWPD), Non-24-Hour Sleep-Wake Rhythm Disorder (N24SWD), and Irregular Sleep-Wake Rhythm Disorder (ISWRD). An Update for 2015: An American Academy of Sleep Medicine Clinical Practice Guideline</td>
<td valign="middle" align="center">3.5</td>
<td valign="middle" align="center">Journal of Clinical Sleep Medicine</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_9">
<label>3.9</label>
<title>Analysis of keywords with the strongest citation bursts</title>
<p>Twenty-four sudden terms were found by performing an abrupt analysis of the keywords in the chosen literature (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7B</bold>
</xref>): Keywords like &#x201c;autism spectrum disorder&#x201d; (intensity 3.36), &#x201c;circadian rhythm phase&#x201d; (intensity 2.59), and &#x201c;suprachiasmatic nucleus&#x201d; (intensity 2.4) emerged between 2015 and 2017, indicating a growing interest among researchers in the connection between circadian rhythm mechanisms and neurological disorders. From 2016 to 2019, the increasing depth of clinical application research was reflected in the persistently high heat of keywords like &#x201c;neurodevelopmental disorders&#x201d; (intensity 3.54) and &#x201c;sustained-release melatonin&#x201d; (intensity 3.12). A trend towards the integration of sleep medicine with oncology, psychiatry, and pain medicine is evident in the rise of new hotspots like &#x201c;mental disorders&#x201d; (intensity 3.48), &#x201c;breast cancer&#x201d; (intensity 3.53), and &#x201c;chronic pain&#x201d; (intensity 2.45) after 2020.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Status of the study</title>
<p>A total of 4,854 authors contributed to the 1,084 publications from 428 countries, 2,465 institutions, and 488 journals that were examined in this study. According to the analysis, there are three primary stages to annual publications. A comparatively small number of publications were published during the first phase, which ran from 2015 to 2018. The majority of the research was centered on controlled trials investigating the potential benefits of melatonin for treating insomnia as well as the relationship between melatonin and insomnia. To evaluate the therapeutic efficacy of melatonin, randomized controlled trials were carried out on a range of populations, including adults, children, the elderly, and perimenopausal women. The number of publications stabilized and exhibited an overall upward trend during the second phase, which lasted from 2019 to 2022. By measuring melatonin secretion levels, the primary research found that acupuncture, traditional Chinese medicine, and cognitive behavioral therapy were effective in treating insomnia. The third phase, which lasted from 2022 to 2024, saw a high volume of publications. The year with the most publications was 2022. By 2022, melatonin&#x2019;s effectiveness as a treatment for insomnia had been mainly established; however, more research was required to determine whether it applied to patients with particular illnesses. A comparable number of publications were published in 2023 and 2024, with more researchers concentrating on the connection between melatonin and insomnia in relation to neurological disorders.</p>
<p>Geographically, the United States accounted for 27.7% of all publications with 300 publications, and the country had the highest total number of citations with 8,153. With 167 publications&#x2014;or 15.4% of all publications&#x2014;China came in second, with a total citation rate of 2,091, demonstrating the US&#x2019;s considerable influence in this area.</p>
<p>The Institutional Collaboration Network reports that two of the top 10 institutions are from the United States, two are from the United Kingdom, two are from Italy, and two are from Australia. In comparison, although China ranks high in the total number of publications in this research field, the number of publications from each institution is relatively low, indicating a lack of continuity among Chinese institutions in the research on the correlation between melatonin and insomnia. Sapienza University of Rome, Harvard Medical School, and Monash University are the top three universities. It is important to remember that hospitals and universities make up the majority of these institutions. It is worth noting that Sapienza University of Rome is located in Italy, which ranks fourth in terms of publication volume, indicating that the University of Rome has extensibility in this field of research. In the citation analysis, the University of California, San Francisco ranks first with 1,079 citations, but only seven publications, indicating that this institution has high-quality publications.</p>
<p>Following an analysis of the authors, Bruni O is in the lead with 17 published pieces, followed by Palagini L in second place with 15 articles, and Ferri R and Zisapel N in a tie for third place with 11 articles apiece. The majority of Bruni O&#x2019;s published works discuss children and examine how well melatonin works to cure sleeplessness in young patients. In his essays, Bruni O analyzes childhood insomnia from several angles, including its main symptoms, diagnosis, and treatment options. 97.4% of pediatricians prescribe melatonin to children with chronic insomnia, with 87.3% of patients being between the ages of one and two, according to an online poll on the topic. Of the patients, 42.5% were between the ages of 10 and 18, and 62.1% were between the ages of 2 and 5 (<xref ref-type="bibr" rid="B13">13</xref>). The main focus of author Palagini L&#x2019;s work was creating professional practice recommendations for hypnotic drugs. She also employed systematic reviews to examine the effectiveness of melatonin in treating adult insomnia. The classification of insomnia and its physiological and pathological phases were the main topics of author Ferri R&#x2019;s research. She summarized the effectiveness of medicine and cognitive behavioral therapy as treatments for insomnia. It was discovered that Ferri R and Palagini Lworked closely together, and their research topics were very relevant to one another.</p>
<p>An analysis of the results of co-cited authors revealed that Bruni O, Malow B.A, Gringras P, and Cortese S were the next most frequently mentioned authors. The main topic of author Zisapel N&#x2019;s publications is melatonin&#x2019;s function in regulating circadian rhythms and human sleep. The study cohort comprised children with neurodevelopmental problems, people with Alzheimer&#x2019;s disease (AD), and those with jet lag from shift work (<xref ref-type="bibr" rid="B13">13</xref>). While children are the primary focus of Malow Beth A&#x2019;s melatonin study, she also points out that sleep problems are linked to a number of neurological illnesses and are frequently brought on by the overlapping interplay of genetic, neurobiological, and environmental variables. Insomnia or hypersomnia are common symptoms of these diseases (<xref ref-type="bibr" rid="B14">14</xref>). Assessments of children with autism spectrum disorders&#x2019; behavioral skills and quality of life, as well as the effectiveness of melatonin in treating sleep issues, are the main areas of research for author Gringras P. Children with attention-deficit/hyperactivity disorder (ADHD) and teenagers with neurodevelopmental issues can benefit from melatonin treatment, according to Cortese S&#x2019;s major research on the topic.</p>
<p>Sleep Medicine is the most prolific journal, according to journal analysis, with 29 articles and 680 citations overall. This suggests that the publication has made significant contributions to the study of melatonin and insomnia. With 2,310 citations, SLEEP is the most referenced journal. With 92.47 average citations, the Journal of Sleep Research has the most citations of any journal. Frontiers in Psychiatry, Journal of Clinical Sleep Medicine, Journal of Sleep Research, Sleep Medicine Reviews, International Journal of Circadian Rhythms, Nature and Science of Sleep, Sleep, International Journal of Environmental Research and Public Health, and Journal of Affective Disorders are the top ten journals in terms of publication frequency. Despite not having the highest publishing volume, Sleep Medicine Reviews (IF = 11.2), which is categorized as Q1 in the JCR, has the highest average number of citations among them, suggesting that higher article quality is associated with higher citation rates. This provides melatonin therapy for insomnia with a strong theoretical underpinning and data study background. With impact factors greater than 5, the top three journals in terms of publishing frequency are Journal of Clinical Sleep Medicine (IF = 3.5), Frontiers in Psychiatry (IF = 3.2), and SLEEP MEDICINE (IF = 3.8). This implies that the caliber of publications in this field of study needs to be raised, and more focused research ought to be done in order to publish in reputable journals and increase their impact.</p>
<p>According to the frequency of citations, the top five references were Gringas P. (2017), Sateia MJ. (2017), Maras A. (2018), Riemann D. (2017), Zisapel N. (2018), and Bruni O. (2015). We discovered that the top five papers among these comprise evaluations of the current state of melatonin use, clinical practice guidelines, and clinical trial research. More impartial proof of melatonin&#x2019;s effectiveness in treating insomnia can be found in clinical trial studies. In order to treat insomnia in children and adolescents with autism spectrum disorder (ASD), a unique formulation of prolonged-release melatonin minitablets (PedPRM) that is appropriate for pediatric use was tested with a placebo in (Gringas P, 2017). PedPRM was reported to be safe and effective for treating insomnia in children and adolescents with ASD after 13 weeks of double-blind treatment, regardless of whether they also had neurodevelopmental disorders (NDDs) or attention deficit hyperactivity disorder (ADHD) (<xref ref-type="bibr" rid="B15">15</xref>). Melatonin drugs have been included in clinical practice recommendations for the treatment of adult chronic insomnia, according to (Sateia MJ, 2017), and cognitive behavioral therapy has been established as the standard treatment strategy in addition to medication (<xref ref-type="bibr" rid="B16">16</xref>). A sleep history, the use of sleep questionnaires and sleep diaries, and other moderate- to high-quality evidence should all be considered in the diagnosis of insomnia, according to Maras (2018). Adults with chronic insomnia are advised to begin treatment with cognitive behavioral therapy (<xref ref-type="bibr" rid="B17">17</xref>). Cognitive behavioral therapy is mentioned in both guidelines, suggesting that it has emerged as the mainstay of treatment for insomnia. Melatonin, a circadian rhythm cue, has been shown to impact circadian rhythms, restore sleep duration in older adults, and encourage sleep anticipation in the brain&#x2019;s default mode network (DMN) (Zisapel N, 2018). In patients with Alzheimer&#x2019;s disease (AD), exogenous melatonin can enhance cognitive decline and cardiovascular health (<xref ref-type="bibr" rid="B16">16</xref>). Melatonin&#x2019;s usage in treating pediatric mental illnesses is the main topic of discussion in Bruni O. (2015). It has been observed that children are now the main demographic impacted by insomnia (<xref ref-type="bibr" rid="B18">18</xref>). Notably, Gringas P (2017), and Riemann D (2017), both of whom had impact factors greater than 5, showed that exogenous melatonin has a substantial therapeutic effect on insomnia, offering excellent theoretical justification for its use in treating insomnia.</p>
<p>Chang YS, 2016 (0.29), Goldman SE, 2014 (0.21), Elrod MG, 2015 (0.19), Bruni O, 2018 (0.17), and Auger RR, 2015 (0.17), are the top five centrality rankings of the mentioned references. The article at the center of the cited literature is indicated with the highest centrality. Based on a randomized clinical trial, the cited reference Chang YS (2016) showed that melatonin administration is a safe and efficient way to improve children with Atopic Dermatitis (AD)&#x2019;s sleep latency and disease severity (<xref ref-type="bibr" rid="B19">19</xref>). With an Impact Factor (IF) of 24.7 and a ranking in the top quartile (Q1) of the Journal Citation Reports (JCR), this article&#x2019;s publication in JAMA Pediatrics demonstrated its authority. Melatonin&#x2019;s function in children with ASD was examined by Goldman SE, 2014 (0.21) and Elrod MG, 2015 (0.19), both of which confirmed that ASD is a mental illness linked to symptoms of insomnia (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). Melatonin is the safest alternative for children with NDDs, according to growing data (<xref ref-type="bibr" rid="B22">22</xref>). The American Academy of Sleep Medicine&#x2019;s Clinical Practice Guidelines support the use of timed melatonin in treating children and adolescents with delayed sleep-wake phase disorder (DSWPD), but more research is required to determine its suitability for use in adults and the elderly (Auer RR, 2015, 0.17). Notably, three diseases&#x2014;ASD, NDDs, and DSWPD&#x2014;are included in the top five most cited references. All of these illnesses are linked to sleeplessness in one way or another, and insomnia is very common.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Analysis of research hotspots</title>
<sec id="s4_2_1">
<label>4.2.1</label>
<title>Diseases and populations for melatonin application</title>
<p>Since sleeplessness is closely linked to Parkinson&#x2019;s disease (PD), Alzheimer&#x2019;s disease (AD), and autism spectrum disorder (ASD), melatonin research has focused on these conditions. Neurodegenerative illnesses like AD and PD mainly impact the elderly. Melatonin therapy can be seen as a causative treatment method in pediatric populations at high risk for sleeplessness, as children are the primary population affected by ASD (<xref ref-type="bibr" rid="B23">23</xref>). According to research, children&#x2019;s melatonin intake has increased by 530% to 600%, and the number of young people using prescription melatonin has increased dramatically in countries including Denmark, Norway, Sweden, the United States, and Australia (<xref ref-type="bibr" rid="B24">24</xref>). Melatonin has shown outstanding safety in this particular kid population in clinical trials. Approximately 87% of doctors have prescribed melatonin for children, according to clinical studies. Common dosages are 3 or 6 mg, and no serious side effects have been reported (<xref ref-type="bibr" rid="B25">25</xref>). Among children with ASD, melatonin is one of the main treatments for sleeplessness, which affects 50&#x2013;80% of them (<xref ref-type="bibr" rid="B26">26</xref>&#x2013;<xref ref-type="bibr" rid="B28">28</xref>). For instance, administering 3 mg of melatonin orally before bed can reduce screaming bouts considerably, increase the quality of sleep (<xref ref-type="bibr" rid="B29">29</xref>), and relieve non-motor symptoms while remaining safe (<xref ref-type="bibr" rid="B30">30</xref>).</p>
<p>The effects of melatonin go beyond controlling circadian cycles. It has been shown to scavenge free radicals, enhance mitochondrial function, and alter immune system responses, which eventually slows the course of neurodegenerative illnesses (<xref ref-type="bibr" rid="B31">31</xref>) by lowering sleep latency and increasing sleep length (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B32">32</xref>). Despite the fact that the melatonin cycle is not thought to be an intrinsic part of the fundamental circadian clock mechanism, using circadian rhythm output channels for medication therapy would be a more beneficial strategy (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>). Melatonin has been shown in clinical investigations to improve sleep in AD patients by lowering tau hyperphosphorylation and controlling amyloid-&#x3b2; (A&#x3b2;)-induced neuroinflammation (<xref ref-type="bibr" rid="B35">35</xref>). Treatment of melatonin for sleep disturbances in Parkinson&#x2019;s disease: According to a meta-analysis and comprehensive review, melatonin may be a useful treatment for PD patients&#x2019; insomnia (<xref ref-type="bibr" rid="B36">36</xref>), sleep quality, and daytime drowsiness (<xref ref-type="bibr" rid="B37">37</xref>).</p>
</sec>
<sec id="s4_2_2">
<label>4.2.2</label>
<title>The mechanism by which melatonin is applied to insomnia</title>
<p>Three main mechanisms underlie melatonin&#x2019;s usefulness in treating insomnia: pineal receptor activity, gut-brain axis connection, and circadian rhythm control. The pineal gland in the brain secretes the hormone melatonin, which is essential for preserving circadian rhythms and the sleep-wake cycle (<xref ref-type="bibr" rid="B38">38</xref>). Through the melatonin receptors MT1 and MT2, it affects the sleep-wake cycle and has a role in controlling the organization and quality of sleep (<xref ref-type="bibr" rid="B39">39</xref>). Higher melatonin dosages are needed if melatonin receptor sensitivity declines. Insomnia is intimately linked to the disruption of core circadian clock genes (e.g., CLOCK, BMAL1, and PER/CRY), which use the SCN to govern peripheral tissue rhythms (<xref ref-type="bibr" rid="B40">40</xref>&#x2013;<xref ref-type="bibr" rid="B43">43</xref>). Changes in the gut microbiota&#x2019;s composition and rhythm are linked to circadian rhythm problems, and research has shown that the two are interacting (<xref ref-type="bibr" rid="B44">44</xref>). GABA, tryptophan, and short-chain fatty acids are just a few of the metabolites that the gut microbiota can use to affect the central nervous system. Sleep is impacted by ecological dysbiosis because it inhibits melatonin precursor absorption, 5-HT synthesis, pineal gland function, and melatonin release. In order to cure insomnia, melatonin should be applied using a multi-target intervention strategy that takes into account gut-brain axis regulation, receptor function restoration, and circadian rhythm synchronization.</p>
</sec>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Research trend analysis</title>
<p>Current research trends are somewhat reflected in the examination of the quantity of citations for keywords in this field. Future study in this area will likely focus on the integration of insomnia with pain management, psychology, and oncology. Surveys show that between 29 and 75 percent of cancer patients suffer from sleeplessness, which lasts the duration of the illness and treatment (<xref ref-type="bibr" rid="B45">45</xref>). The bidirectional relationship between insomnia and cancer can now be explained by a number of molecular mechanisms, such as hypothalamic-pituitary-adrenal axis dysfunction and cytokine dysregulation (<xref ref-type="bibr" rid="B46">46</xref>). As a result, addressing insomnia benefits both long-term cancer survivors and people receiving ongoing cancer treatment. This reciprocal association raises the possibility that prompt sleep intervention could be a novel cancer treatment target (<xref ref-type="bibr" rid="B47">47</xref>). According to studies, melatonin supplements can help breast cancer patients with their sleep issues while also increasing the sensitivity of chemotherapy medications and lowering their adverse effects (<xref ref-type="bibr" rid="B48">48</xref>). Melatonin can help with sleeplessness in neurological conditions such as Alzheimer&#x2019;s disease (AD), Parkinson&#x2019;s disease (PD), epilepsy, stroke, and restless legs syndrome (RLS). It is also involved in neuroprotection, mood modulation, antioxidant activity, and other brain activities (<xref ref-type="bibr" rid="B49">49</xref>&#x2013;<xref ref-type="bibr" rid="B52">52</xref>). Up to 48% of people with chronic sleep difficulties may have sleep disorders (<xref ref-type="bibr" rid="B53">53</xref>). While poor sleep quality might worsen sleep-related pain and pain spread (<xref ref-type="bibr" rid="B54">54</xref>), research shows that long-term treatment of sleep problems can alleviate physical pain and may avoid chronic pain disorders in insomnia patients (<xref ref-type="bibr" rid="B55">55</xref>). Melatonin enhances analgesic effects by blocking nociceptive signal transmission through MT1/MT2 receptors in the spinal dorsal horn. Melatonin and its receptor agonists have demonstrated good efficacy in treating insomnia in fibromyalgia, according to clinical investigations, underscoring their potential to reduce pain, promote better sleep, and improve quality of life (<xref ref-type="bibr" rid="B56">56</xref>). To fully utilize melatonin&#x2019;s therapeutic potential in neurological illnesses, pain-related problems, and oncological diseases, future studies should concentrate on how it works in concert with other forms of treatment. Research tactics should include encouraging high-quality systematic reviews that incorporate evidence and guide practice and supporting international multi-center collaborative projects. The pathophysiological pathways that sleeplessness and other comorbidities share should be further studied. High-quality data should be concentrated on certain populations, such as older people with neurodegenerative diseases and children with neurodevelopmental abnormalities, when converting findings into therapeutic practice. Instead of replacing CBT-I, melatonin should be marketed as an additional or supplemental treatment. Stress that melatonin should be used appropriately in clinical settings as a &#x201c;circadian rhythm regulator&#x201d; as opposed to a &#x201c;sleep aid.&#x201d; Regulatory bodies could think about turning melatonin into a medicine for management and enforcing stringent labeling laws to guarantee precise dosage and clear information. Government departments should also set up a nationwide monitoring system while formulating policies.</p>
</sec>
</sec>
<sec id="s5">
<label>5</label>
<title>Advantages and limitations</title>
<p>Benefits: In order to find pertinent papers published within the last ten years, this study searched the WOS Core Collection and PubMed databases with an emphasis on the relationship between melatonin and insomnia. It carried out a thorough examination of the nations, organizations, journals, writers, and keywords connected to these pieces. Based on a timetable, the study examined the current research hotspots and upcoming trends in this subject using keyword clustering and the top 25 most popular phrases. It offers a thorough examination of the connection between melatonin and insomnia from a variety of angles, as well as theoretical justification for melatonin use and insomnia treatment.</p>
<p>Drawbacks:</p>
<list list-type="simple">
<list-item>
<p>(1) Only articles from the last ten years were found; hence, the time period of the literature search in this paper is not entirely covered.</p>
</list-item>
<list-item>
<p>(2) Chinese-language databases were not included in this work; only English-language databases were.</p>
</list-item>
<list-item>
<p>(3) Only the English language is utilized; no other languages are employed.</p>
</list-item>
<list-item>
<p>(4) Gray literature was not included because conference proceedings, abstracts, editorial materials, letters, collections, anthologies, news articles, book chapters, and retracted publications were not included.</p>
</list-item>
<list-item>
<p>(5) Only co-authorship was used to determine institutional collaborations, which prevented the analysis of individual relationships.</p>
</list-item>
<list-item>
<p>(6) Positive and critical citations cannot be distinguished by co-citation relationships.</p>
</list-item>
<list-item>
<p>(7) Despite the fact that this study&#x2019;s bibliometric analysis showed the academic activity and influence of various nations, organizations, and researchers in the field of melatonin and insomnia research, these indicators primarily reflect research interest and academic influence and cannot be used as direct proof of the clinical effectiveness of melatonin.</p>
</list-item>
</list>
</sec>
<sec id="s6">
<label>6</label>
<title>Summary</title>
<p>Using bibliometric techniques, a thorough review of studies on the use of melatonin to treat insomnia from 2015 to 2024 allows for the following main findings to be made:Research in this area has been steadily increasing in recent years, with the majority of these efforts being focused on industrialized nations in the US and Europe. Among them, the United States is the leader in both publications and total citations, whereas China might yet do better in terms of influence despite having a large number of publications. Melatonin applications are targeted at particular demographics (e.g., elders and children) and comorbid conditions (e.g., neurological disorders), according to research hotspots. Melatonin in particular shows promising safety and potential efficacy in treating insomnia linked to Parkinson&#x2019;s disease, Alzheimer&#x2019;s disease, and autism spectrum disorders. Its main modes of action are multi-pathway synergistic effects, including modulation of receptor function, gut-brain axis interaction, and circadian rhythm regulation. Future studies will concentrate on comorbid processes and multimodal treatment approaches, further integrating other disciplines, including pain medicine, mental illnesses, and oncology. Standardizing clinical applications, enhancing international collaboration, and bolstering high-quality clinical research are also necessary to properly utilize melatonin&#x2019;s all-encompassing benefits in treating insomnia.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>HL: Conceptualization, Data curation, Project administration, Writing &#x2013; original draft. JZ: Conceptualization, Investigation, Supervision, Writing &#x2013; review &amp; editing. ZW: Investigation, Project administration, Software, Writing &#x2013; review &amp; editing. LC: Data curation, Methodology, Visualization, Writing &#x2013; review &amp; editing. YX: Formal analysis, Investigation, Software, Validation, Writing &#x2013; review &amp; editing. NY: Investigation, Methodology, Project administration, Resources, Writing &#x2013; review &amp; editing. YW: Data curation, Investigation, Supervision, Writing &#x2013; review &amp; editing. PZ: Conceptualization, Project administration, Resources, Visualization, Writing &#x2013; review &amp; editing. FW: Conceptualization, Data curation, Funding acquisition, Project administration, Resources, Supervision, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research and/or publication of this article. The authors of this article declare that they have been compensated for their research, writing and publishing. This study was supported by the Jilin Province Science and Technology Development Program (Approval No. YDZJ202501ZYTS746) and the Seventh Batch of Jilin Province Young Science and Technology Talent Enhancement Program (Approval No.: QT202319).</p>
</sec>
<sec id="s10" sec-type="COI-statement">
<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="s11" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="s12" 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 id="s13" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1640198/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1640198/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
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