<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Archiving and Interchange DTD v2.3 20070202//EN" "archivearticle.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="systematic-review" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Aging Neurosci.</journal-id>
<journal-title>Frontiers in Aging Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Aging Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1663-4365</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnagi.2025.1637881</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Aging Neuroscience</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Dysregulation of melatonin rhythm in Parkinson&#x2019;s and Huntington&#x2019;s disease: a systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Suram</surname>
<given-names>Reema Priyanka</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3085007/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fatima</surname>
<given-names>Rida</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Madhuvilakku</surname>
<given-names>Rajesh</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3137825/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jung</surname>
<given-names>Jin Ho</given-names>
</name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Sang Jin</given-names>
</name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hong</surname>
<given-names>Yonggeun</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/576539/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Rehabilitation Science, Graduate School of Inje University</institution>, <addr-line>Gimhae</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff2"><sup>2</sup><institution>Biohealth Products Research Center (BPRC), Inje University</institution>, <addr-line>Gimhae</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff3"><sup>3</sup><institution>Research Center for Aged-life Redesign (RCAR), Inje University</institution>, <addr-line>Gimhae</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Physical Therapy, College of Healthcare Medical Science and Engineering</institution>, <institution>Inje University</institution>, <addr-line>Gimhae</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Neurology, Busan Paik Hospital, Inje University College of Medicine</institution>, <addr-line>Busan</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff6"><sup>6</sup><institution>Dementia and Neurodegenerative Disease Research Center, Inje University</institution>, <addr-line>Busan</addr-line>, <country>Republic of Korea</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/179915/overview">Ramesh Kandimalla</ext-link>, Indian Institute of Chemical Technology (CSIR), India</p></fn>
<fn fn-type="edited-by" id="fn0003"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/577382/overview">Tianbai Li</ext-link>, Dalian Medical University, China</p><p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1066679/overview">Felipe Patricio</ext-link>, Meritorious Autonomous University of Puebla, Mexico</p></fn>
<corresp id="c001">&#x002A;Correspondence: Yonggeun Hong, <email>yonghong@inje.ac.kr</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>10</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>17</volume>
<elocation-id>1637881</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Suram, Fatima, Madhuvilakku, Jung, Kim and Hong.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Suram, Fatima, Madhuvilakku, Jung, Kim and Hong</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Background</title>
<p>Parkinson&#x2019;s disease (PD) and Huntington&#x2019;s disease (HD) are progressive neurodegenerative diseases with early non-motor symptoms, such as sleep disturbances, which often precede motor symptoms but are frequently overlooked. Although HD can be diagnosed genetically, PD lacks reliable biomarkers for its early detection. Melatonin, a circadian regulator, may be a promising early biomarker to address this issue.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>A database search was performed to identify relevant studies. Meta-analyses were conducted using the ratio of means (RoM) as an effect size and I<sup>2</sup> as a heterogeneity test.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Melatonin rhythmicity was significantly disrupted in both PD and HD groups. PD patients showed reduced amplitude [RoM&#x202F;=&#x202F;0.76, 95% CI (0.26 to 1.26); <italic>p&#x202F;=</italic>&#x202F;0.00] and increased 24-h area under the curve (AUC) [RoM&#x202F;=&#x202F;1.06, 95% CI (0.26 to 1.85); <italic>p&#x202F;=</italic>&#x202F;0.01]. In manifest HD, both amplitude [RoM&#x202F;=&#x202F;0.92, 95% CI (0.81 to 1.02); <italic>p&#x202F;=</italic>&#x202F;0.00] and acrophase [RoM&#x202F;=&#x202F;0.92, 95% CI (0.07 to 1.78); <italic>p&#x202F;=</italic>&#x202F;0.03] significantly decreased. PD patients with sleep disorders had significantly higher melatonin concentrations than the non-sleep disorder group, with a significant test group difference of <italic>p&#x202F;=</italic>&#x202F;0.00. HD patients showed a stage-wise decline.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>This study suggests that melatonin could serve as a biomarker for the early diagnosis of PD and to track the progression of HD, thus complementing existing diagnostic tools.</p>
</sec>
<sec>
<title>Systematic review registration</title>
<p>CRD42024544116, <uri xlink:href="https://www.crd.york.ac.uk/PROSPERO/view/CRD42024544116">https://www.crd.york.ac.uk/PROSPERO/view/CRD42024544116</uri>.</p>
</sec>
</abstract>
<kwd-group>
<kwd>melatonin</kwd>
<kwd>Parkinson&#x2019;s disease</kwd>
<kwd>Huntington&#x2019;s disease</kwd>
<kwd>biomarker</kwd>
<kwd>diagnosis</kwd>
<kwd>systematic review</kwd>
<kwd>meta-analysis</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="66"/>
<page-count count="15"/>
<word-count count="9812"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Parkinson&#x2019;s Disease and Aging-related Movement Disorders</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<label>1</label>
<title>Introduction</title>
<p>Parkinson&#x2019;s disease (PD) and Huntington&#x2019;s disease (HD) are devastating neurodegenerative diseases with distinct yet overlapping characteristics. PD is the 2nd most prevalent neurodegenerative disorder (<xref ref-type="bibr" rid="ref34">Lang et al., 2022</xref>; <xref ref-type="bibr" rid="ref40">McGhee et al., 2013</xref>). It is characterized by the accumulation of <italic>&#x03B1;</italic>-synuclein-containing Lewy bodies (<xref ref-type="bibr" rid="ref10">Bloem et al., 2021</xref>; <xref ref-type="bibr" rid="ref58">Tysnes and Storstein, 2017</xref>), primarily affecting dopaminergic neurons in the substantia nigra (<xref ref-type="bibr" rid="ref29">Kalia and Lang, 2015</xref>; <xref ref-type="bibr" rid="ref38">Li et al., 2020</xref>). This leads to both motor and non-motor symptoms such as sleep disorders, cognitive deterioration, depression, and pain (<xref ref-type="bibr" rid="ref10">Bloem et al., 2021</xref>). Sometimes, these non-motor symptoms can appear years before the motor symptoms (<xref ref-type="bibr" rid="ref29">Kalia and Lang, 2015</xref>; <xref ref-type="bibr" rid="ref35">Lee and Koh, 2015</xref>). In contrast, HD is caused by the mutant huntingtin gene (mHTT), which leads to the production of neurotoxins that damage the brain cells in the basal ganglion and cortex (<xref ref-type="bibr" rid="ref9">Bates et al., 2015</xref>; <xref ref-type="bibr" rid="ref50">Podvin et al., 2019</xref>; <xref ref-type="bibr" rid="ref54">Ross et al., 2014</xref>; <xref ref-type="bibr" rid="ref55">Ross and Tabrizi, 2011</xref>). This results in a triad of motor, cognitive, and psychiatric symptoms, with chorea often prominent in the early stages (<xref ref-type="bibr" rid="ref44">M&#x00F6;rkl et al., 2016</xref>; <xref ref-type="bibr" rid="ref54">Ross et al., 2014</xref>). Unlike.</p>
<p>PD and HD have clear genetic inheritance patterns that allow for their early detection (<xref ref-type="bibr" rid="ref50">Podvin et al., 2019</xref>; <xref ref-type="bibr" rid="ref54">Ross et al., 2014</xref>). While HD progresses through the premanifest and manifest stages, the lack of symptoms in the premanifest stage poses challenges for developing treatments (<xref ref-type="bibr" rid="ref9">Bates et al., 2015</xref>).</p>
<p>While dopamine and <italic>&#x03B1;</italic>-synuclein are key protein biomarkers for PD, mHTT protein, and Cytosine, Adenine, Guanine (CAG) trinucleotide repeat expansion for HD, there is a crucial need for biomarkers that can detect these diseases before debilitating motor symptoms arise. Current biomarkers of PD primarily reflect the later stages of the disease process, by which time significant neuronal loss has already occurred (<xref ref-type="bibr" rid="ref49">Park et al., 2019</xref>; <xref ref-type="bibr" rid="ref52">Reed et al., 2018</xref>; <xref ref-type="bibr" rid="ref60">Vermeiren et al., 2020</xref>). For instance, in PD, 70% of substantia nigral neurons may degenerate before motor symptoms become noticeable, often more than a year after the disease onset (<xref ref-type="bibr" rid="ref29">Kalia and Lang, 2015</xref>; <xref ref-type="bibr" rid="ref60">Vermeiren et al., 2020</xref>). Similarly, in HD, substantial striatal neuronal damage can occur decades before motor diagnosis (<xref ref-type="bibr" rid="ref52">Reed et al., 2018</xref>).</p>
<p>Melatonin, a sleep hormone, has been associated with both PD and HD. Abnormal melatonin levels are frequently observed under both conditions (<xref ref-type="bibr" rid="ref5">Aziz et al., 2009</xref>; <xref ref-type="bibr" rid="ref14">Breen et al., 2014</xref>). Furthermore, correlations have been found between melatonin levels in both early and advanced stages of PD (<xref ref-type="bibr" rid="ref36">Leston et al., 2010</xref>; <xref ref-type="bibr" rid="ref38">Li et al., 2020</xref>). In patients with PD, some studies found an advanced nocturnal melatonin acrophase in medicated-PD (med-PD) individuals compared to healthy controls (<xref ref-type="bibr" rid="ref15">Catala et al., 1997</xref>; <xref ref-type="bibr" rid="ref21">Fertl et al., 1991</xref>) and <italic>de novo</italic> patients (<xref ref-type="bibr" rid="ref12">Bordet et al., 2003</xref>; <xref ref-type="bibr" rid="ref22">Fertl et al., 1993</xref>), while parameters such as mean value (mesor) and amplitude remained stable (<xref ref-type="bibr" rid="ref21">Fertl et al., 1991</xref>). On the other hand, early-stage PD patients exhibited diminished melatonin rhythms compared to healthy controls, suggesting that melatonin disruption begins early in the disease (<xref ref-type="bibr" rid="ref14">Breen et al., 2014</xref>; <xref ref-type="bibr" rid="ref62">Videnovic et al., 2014b</xref>). Studies have also shown that PD patients with excessive daytime sleepiness (EDS) have lower melatonin levels, linking melatonin dysregulation with this common symptom (<xref ref-type="bibr" rid="ref62">Videnovic et al., 2014b</xref>). Additionally, a reduced melatonin acrophase is associated with decreased rapid eye movement sleep, further emphasizing the complex interplay between melatonin and sleep architecture in PD (<xref ref-type="bibr" rid="ref14">Breen et al., 2014</xref>). In HD, no major melatonin changes were observed in the early stages (<xref ref-type="bibr" rid="ref2">Adamczak-Ratajczak et al., 2017</xref>; <xref ref-type="bibr" rid="ref5">Aziz et al., 2009</xref>). However, in later stages, both acrophase and amplitude were reduced (<xref ref-type="bibr" rid="ref2">Adamczak-Ratajczak et al., 2017</xref>; <xref ref-type="bibr" rid="ref30">Kalliolia et al., 2014</xref>).</p>
<p>Given these findings, melatonin emerges as a promising candidate with diagnostic significance before the onset of motor symptoms in both PD and HD patients. There is promising but inconsistent evidence regarding melatonin&#x2019;s role in PD and HD progression, emphasizing the need for further investigation (<xref ref-type="bibr" rid="ref32">Kim et al., 2023</xref>; <xref ref-type="bibr" rid="ref38">Li et al., 2020</xref>). Questions remain about how dopaminergic treatments impact melatonin secretion in PD (<xref ref-type="bibr" rid="ref39">Lin et al., 2014</xref>; <xref ref-type="bibr" rid="ref62">Videnovic et al., 2014b</xref>) and how their rhythm is different in PD patients with or without sleep disorders. Therefore, through this systematic review and meta-analysis (SRMA), we aim to explore how endogenous melatonin rhythm has been disrupted in PD and HD by examining the amplitude (half distance between the highest and lowest points of melatonin) and area under the curve (AUC), which indicates the total amount of melatonin secreted in 24&#x202F;h in PD, and the amplitude and acrophase (peak level of melatonin concentration during a circadian rhythm) of melatonin rhythm in manifest HD. We also examined how melatonin levels are influenced by various factors in PD and HD, including disease stage, duration, sex, and age in PD as well as stage and CAG repeat expansion in HD. Ultimately, this research seeks to determine whether melatonin holds potential as a reliable biomarker for both diseases, with implications for diagnosis and treatment.</p>
</sec>
<sec sec-type="methods" id="sec6">
<label>2</label>
<title>Methods</title>
<p>The SRMA was conducted in compliance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) framework and upheld ethical principles for systematic review publications (<xref ref-type="bibr" rid="ref47">Page et al., 2021</xref>; <xref ref-type="bibr" rid="ref63">Wager and Wiffen, 2011</xref>). The study protocol was registered in the International Prospective Register of Systematic Reviews (PROSPERO) under registration number CRD42024544116 in May 2024.</p>
<sec id="sec7">
<label>2.1</label>
<title>Search strategy</title>
<p>In this SRMA article, reporting endogenous melatonin levels in PD or HD was included. This study incorporated an extensive literature search strategy that spanned several well-known databases, namely PubMed, Embase, ISI Web of Science, and the Cochrane Library. Various keywords, such as &#x201C;Parkinson&#x2019;s disease,&#x201D; &#x201C;Huntington&#x2019;s disease,&#x201D; &#x201C;melatonin,&#x201D; &#x201C;n-acetyl-5-methoxy-tryptamine,&#x201D; and &#x201C;5-methoxy-n-acetyl-tryptamine,&#x201D; were used as search terms. In addition, forward and backward citations of the included studies were performed to identify any similar studies. The extensive search strategy used in the above-mentioned databases is shown in <xref ref-type="supplementary-material" rid="SM1">Appendix 1</xref>.</p>
</sec>
<sec id="sec8">
<label>2.2</label>
<title>Inclusion and exclusion criteria</title>
<p>Studies were required to satisfy the following PECO (Population, Exposure, Comparator, and Outcome) criteria to be included. (a) P: Individuals diagnosed with PD who satisfied the United Kingdom PD Society Brain Bank Criteria or the Chinese PD diagnostic criteria. Patients with HD are assessed using the Unified Huntington&#x2019;s Disease Rating Scale (UHDRS). (b) E: Melatonin concentration obtained from the blood, urine, or saliva of PD or HD patients. (c) C: Age-matched healthy control group without mental illness or neurodegenerative disease symptoms. (d) O: Reported melatonin concentrations in both patient and control groups.</p>
<p>Studies that did not focus on PD or HD subjects with a corresponding healthy group, lacked melatonin level data, or presented results in formats other than the mean and standard deviation (SD), standard error of mean (SEM), or median with interquartile range (IQR) were removed from the SRMA. <italic>In vitro</italic> and animal studies, as well as articles that were retrieved and reviewed, were also excluded from the study.</p>
</sec>
<sec id="sec9">
<label>2.3</label>
<title>Study selection</title>
<p>A thorough database search yielded a total of 2,196, which were imported to the reference manager EndNote 20 for duplicate removal, and later articles were imported to the Rayyan systematic review tool for further screening. A total of 631 duplicates were removed using duplicate removal. The titles and abstracts were screened manually, and 755 articles were excluded because they were conference abstracts. A further 757 studies were excluded as they were considered inappropriate for our study. And 21 studies were excluded due to irrelevant outcomes, and 12 studies were excluded due to unrelated exposure. Through a manual search of the forward and backward citations of the remaining 22 studies, we were able to find 2 more articles for this study. No restrictions were imposed on the language, region, or year of publication. Full texts of citations that were eligible for the study were obtained, and a thorough screening was performed independently by reviewer-1 (R1) and reviewer-2 (R2) before including them in the SRMA.</p>
</sec>
<sec id="sec10">
<label>2.4</label>
<title>Data extraction</title>
<p>Following the final screening, the data were extracted from the included studies. The extracted information included details such as the author, country, publication year, type of study, sample size in both PD/HD and healthy groups, age, sex, specimen source for melatonin, the method used to measure levels, duration, and severity of PD or HD, CAG repeat expansions in HD, and outcomes. In cases where the published data were incomplete, articles were removed from the SRMA following unsuccessful efforts to contact the authors via email for additional information (<xref ref-type="bibr" rid="ref13">Breen et al., 2016</xref>). For studies that only provided data in graphs, the GetData Graph Digitizer<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> was used to extract the data. For the data represented as mean and SEM, SEM was converted to SD using (SD&#x202F;=&#x202F;SEM&#x202F;&#x00D7;&#x202F;&#x221A;sample size) (<xref ref-type="bibr" rid="ref65">Zhang et al., 2018</xref>).</p>
</sec>
<sec id="sec11">
<label>2.5</label>
<title>Methodological quality assessment</title>
<p>In tandem with data extraction, we evaluated the quality of the included studies by applying the Joanna Briggs Institute (JBI) critical appraisal tool, which has 10 and 11 questions for case&#x2013;control and cohort study designs, respectively, which helps to assess each study based on subjects, sampling, exposure, outcomes, and method of analysis (<xref ref-type="bibr" rid="ref43">Moola et al., 2015</xref>; <xref ref-type="bibr" rid="ref45">Munn et al., 2020</xref>). Articles were classified into risk categories based on the percentage of &#x201C;yes&#x201D; responses. A score greater than 70% was considered low risk, 50&#x2013;69% moderate risk, and less than 50% high risk of bias (<xref ref-type="bibr" rid="ref20">Elkamash and Abuohashish, 2021</xref>). This evaluation was conducted by R1 and R2, and any conflicts raised during this evaluation were rectified by the involvement of reviewer-3 (R3).</p>
</sec>
<sec id="sec12">
<label>2.6</label>
<title>Statistical analysis</title>
<p>In this SRMA, we compared melatonin levels between subjects with PD or HD and the control group to detect potential differences among the groups. R1 and R2 independently extracted data from the eligible studies. To unify the different units and standardize the different methods employed, the ratio of means (RoM) was employed as a measure of effect size. We used RoM as an effect size because it provides a better interpretable relative measure (fold change) of the biomarker levels between the groups. Another advantage of this effect size is that it is scale-invariant and accommodates skewed distributions, which are common in biomarker data, and facilitates comparison across studies with different assay units compared to other effect sizes such as standardized mean difference (SMD) (<xref ref-type="bibr" rid="ref23">Friedrich et al., 2008</xref>; <xref ref-type="bibr" rid="ref24">Friedrich et al., 2011</xref>). RoM was determined by dividing the mean melatonin levels in the experimental groups by those in the control group and estimating the effect size. For instance, if melatonin levels are 31&#x202F;pg./mL in the PD subjects and 21&#x202F;pg./mL in the healthy subjects, the RoM would be 1.47 (31 &#x00F7; 21). Each specific ratio was calculated within a single study, and a ratio above 1 indicated that the patient group had a higher concentration of protein than the control group, and vice versa (<xref ref-type="bibr" rid="ref46">Olsson et al., 2016</xref>). Pooled standard error (SEpool) was determined using the Taylor series approach (<xref ref-type="bibr" rid="ref28">Hemil&#x00E4; and Chalker, 2019</xref>). Pooled data were imported into the Stata SE 16 software.</p>
<p>Heterogeneity between studies was assessed by the I<sup>2</sup> test using a fixed-effect model (FEM) if I<sup>2</sup> was &#x2264;&#x202F;50% (indicating low-moderate heterogeneity) and a random-effects model (REM) when I<sup>2</sup> was &#x003E;&#x202F;50% (indicating high heterogeneity), which was performed using the restricted maximum-likelihood method (REML) (<xref ref-type="bibr" rid="ref18">DerSimonian and Laird, 2015</xref>). FEM and REM were chosen according to variations between the included studies, such as methodological diversity. Subgroup analyses (&#x2265;2 studies) were conducted based on age, sex, disease severity, duration, medication status, time of day, sample type, and analytical method in PD, and on disease severity and CAG repeat numbers in HD. Meta-regression and leave-one-out sensitivity analysis (&#x2265;3 studies) were employed to determine the source of heterogeneity. Publication bias was examined using Egger&#x2019;s test and a funnel plot (<xref ref-type="bibr" rid="ref19">Egger et al., 1997</xref>, <xref ref-type="bibr" rid="ref57">Sterne et al., 2001</xref>). Trim and fill methods were employed to check for missing studies; however, no missing studies were detected using this method of verifying publication bias. All the above analyses were performed using Stata SE 16 software.</p>
</sec>
</sec>
<sec sec-type="results" id="sec13">
<label>3</label>
<title>Results</title>
<sec id="sec14">
<label>3.1</label>
<title>Selection of studies</title>
<p>A total of 2,198 articles were identified through a database search. After removing duplicates, 1,567 articles remained for title and abstract screening, which led to the removal of 755 articles. The remaining 812 studies were subjected to primary and secondary screenings. Of these, 757 were excluded because they are irrelevant to our study focus, 21 were excluded for irrelevant exposure, and 12 were excluded for unrelated exposure, leaving 22 studies. Additionally, two more studies were identified through manual citation searches of the included studies. Of the 24 studies, 18 were deemed eligible for the systematic review of PD, whereas 14 (<xref ref-type="bibr" rid="ref11">Bolitho et al., 2014</xref>; <xref ref-type="bibr" rid="ref14">Breen et al., 2014</xref>; <xref ref-type="bibr" rid="ref15">Catala et al., 1997</xref>; <xref ref-type="bibr" rid="ref21">Fertl et al., 1991</xref>; <xref ref-type="bibr" rid="ref22">Fertl et al., 1993</xref>; <xref ref-type="bibr" rid="ref31">Kataoka et al., 2020</xref>; <xref ref-type="bibr" rid="ref38">Li et al., 2020</xref>; <xref ref-type="bibr" rid="ref37">Li et al., 2021</xref>; <xref ref-type="bibr" rid="ref39">Lin et al., 2014</xref>; <xref ref-type="bibr" rid="ref41">Milanowski et al., 2023</xref>; <xref ref-type="bibr" rid="ref59">Uysal et al., 2019</xref>; <xref ref-type="bibr" rid="ref62">Videnovic et al., 2014b</xref>; <xref ref-type="bibr" rid="ref64">Wei et al., 2019</xref>; <xref ref-type="bibr" rid="ref66">Zhang et al., 2021</xref>) were included in the meta-analysis of PD. For HD, 6 studies (<xref ref-type="bibr" rid="ref2">Adamczak-Ratajczak et al., 2017</xref>; <xref ref-type="bibr" rid="ref5">Aziz et al., 2009</xref>; <xref ref-type="bibr" rid="ref7">Bartlett et al., 2020</xref>; <xref ref-type="bibr" rid="ref8">Bartlett et al., 2019</xref>; <xref ref-type="bibr" rid="ref16">Christofides et al., 2006</xref>; <xref ref-type="bibr" rid="ref30">Kalliolia et al., 2014</xref>) fulfilled the eligibility criteria for the systematic review, and 5 studies (<xref ref-type="bibr" rid="ref2">Adamczak-Ratajczak et al., 2017</xref>; <xref ref-type="bibr" rid="ref5">Aziz et al., 2009</xref>; <xref ref-type="bibr" rid="ref8">Bartlett et al., 2019</xref>; <xref ref-type="bibr" rid="ref16">Christofides et al., 2006</xref>; <xref ref-type="bibr" rid="ref30">Kalliolia et al., 2014</xref>) were included in the meta-analysis. The PRISMA flowchart representing the selection of studies is shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Flowchart (PRISMA 2020) for study selection.</p>
</caption>
<graphic xlink:href="fnagi-17-1637881-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart illustrating the identification, screening, and inclusion of studies for a research project. The process identifies records from databases and citation searching, screens records, seeks reports for retrieval, assesses reports for eligibility, and concludes with studies included for qualitative and quantitative synthesis. Initially, 2198 records from databases and 9 from citation searching are identified. After screening and retrieval, 24 studies are included in the final synthesis.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec15">
<label>3.2</label>
<title>Characteristics of the eligible studies</title>
<p>The characteristics of the eligible articles on PD and HD are detailed in <xref ref-type="table" rid="tab1">Tables 1</xref>, <xref ref-type="table" rid="tab2">2</xref>, respectively. All included studies had case&#x2013;control or cohort designs. Among the 18 PD studies, 16 were case&#x2013;control and the remaining 2 were cohort studies, while in HD, all 6 studies were case&#x2013;control studies. In the PD studies, 1,061 patients and 1,019 control subjects were analyzed. Among the PD patients, 137 (12.91%) were unmedicated, whereas 924 (87.09%) were on dopamine medication. The six HD studies included 78 healthy controls, 67 premanifest HD patients, 44 manifest HD patients, and 8 prodromal-stage HD patients. Melatonin levels from various sources have been analyzed in both PD and HD studies. Among the included studies for analysis in PD, 12 studies (66.67%) used serum, 5 studies (27.78%), and 1 study (5.56%) used saliva. And 6 studies (33.33%) analyzed 24&#x202F;h, 9 studies (50%) analyzed morning, 1 analyzed habitual sleep time, 1 analyzed diurnal (11&#x202F;a.m. and 12&#x202F;p.m.), and 1 analyzed at 12&#x202F;p.m. and 5&#x202F;a.m., with 5.55% each. In HD, 2 studies used serum and plasma 40% each, and 1 study used saliva (20%), and 3 studies analyzed 24-h data (20% each). In PD, 14 studies used enzyme-linked immunosorbent assay (ELISA), and 4 studies used radioimmunoassay (RIA), and in HD, 3 studies used ELISA and 3 studies used RIA as their analytical method.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Characteristics of the included studies in PD.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" char="&#x00D7;">Study (Country)</th>
<th align="char" valign="top" char="&#x00D7;">Sample source</th>
<th align="char" valign="top" char="&#x00D7;">Method</th>
<th align="char" valign="top" char="&#x00D7;">Subjects</th>
<th align="char" valign="top" char="&#x00D7;">Design</th>
<th align="char" valign="top" char="&#x00D7;">Sample size (Case/Control)</th>
<th align="char" valign="top" char="&#x00D7;">Age (Case/Control)</th>
<th align="char" valign="top" char="&#x00D7;">Main outcome(s)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref21">Fertl et al. (1991)</xref> (Austria)</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">9 / 14</td>
<td align="center" valign="top">62.1&#x202F;&#x00B1;&#x202F;8.7 / 58.0&#x202F;&#x00B1;&#x202F;10.4</td>
<td align="left" valign="top">24-h serum melatonin, AUC</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref22">Fertl et al. (1993)</xref> (Austria</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">9/14</td>
<td align="center" valign="top">60.0&#x202F;&#x00B1;&#x202F;3.2 / 58.0&#x202F;&#x00B1;&#x202F;2.8</td>
<td align="left" valign="top">24-h serum melatonin, AUC</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref15">Catala et al. (1997)</xref> (Spain)</td>
<td align="center" valign="top">Plasma</td>
<td align="center" valign="top">RIA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">10 / 7</td>
<td align="center" valign="top">&#x2014;</td>
<td align="left" valign="top">Diurnal plasma melatonin</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref12">Bordet et al. (2003)</xref> (France)</td>
<td align="center" valign="top">Plasma</td>
<td align="center" valign="top">RIA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">26 / &#x2014;</td>
<td align="center" valign="top">55&#x202F;&#x00B1;&#x202F;10 / 63&#x202F;&#x00B1;&#x202F;14</td>
<td align="left" valign="top">Plasma melatonin, cortisol, and temperature</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref39">Lin et al. (2014)</xref> (China)</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">56 / 22</td>
<td align="center" valign="top">55&#x2013;90</td>
<td align="left" valign="top">Morning serum melatonin</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref11">Bolitho et al. (2014)</xref> (Australia)</td>
<td align="center" valign="top">Saliva</td>
<td align="center" valign="top">RIA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">28</td>
<td align="center" valign="top">63.6&#x202F;&#x00B1;&#x202F;9.8 / 64.8&#x202F;&#x00B1;&#x202F;6.0</td>
<td align="left" valign="top">Salivary melatonin, AUC</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref61">Videnovic et al. (2014a)</xref> (USA)</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">RIA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">20 / 15</td>
<td align="center" valign="top">64.1&#x202F;&#x00B1;&#x202F;1.8 / 64.5&#x202F;&#x00B1;&#x202F;1.5</td>
<td align="left" valign="top">Serum melatonin, AUC</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref14">Breen et al. (2014)</xref> (UK)</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">30 / 15</td>
<td align="center" valign="top">68&#x202F;&#x00B1;&#x202F;9 / &#x2014;</td>
<td align="left" valign="top">24-h serum melatonin, sleep measures</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref13">Breen et al. (2016)</xref> (UK)</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">12 / 12</td>
<td align="center" valign="top">66.7&#x202F;&#x00B1;&#x202F;5.5 / 66.3&#x202F;&#x00B1;&#x202F;5.2</td>
<td align="left" valign="top">24&#x202F;h serum melatonin, hypothalamic volume-</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref59">Uysal et al. (2019)</xref> (Turkey)</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">40 / 40</td>
<td align="center" valign="top">68.3&#x202F;&#x00B1;&#x202F;7.9 / 65.4&#x202F;&#x00B1;&#x202F;8.3</td>
<td align="left" valign="top">Night serum melatonin</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref64">Wei et al. (2019)</xref> (China)</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">50/50</td>
<td align="center" valign="top">40&#x2013;80/40&#x2013;80</td>
<td align="left" valign="top">Serum melatonin and glutathione</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref66">Zhang et al. (2021)</xref> (China)</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">104 / 30</td>
<td align="center" valign="top">55.2&#x202F;&#x00B1;&#x202F;5.1 / 55.2&#x202F;&#x00B1;&#x202F;5.1</td>
<td align="left" valign="top">&#x03B1;-synuclein and melatonin</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref31">Kataoka et al. (2020)</xref> (Japan)</td>
<td align="center" valign="top">Urine</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Cohort</td>
<td align="center" valign="top">201 / 380</td>
<td align="center" valign="top">71.1&#x202F;&#x00B1;&#x202F;7.6 / 74.3&#x202F;&#x00B1;&#x202F;6.2</td>
<td align="left" valign="top">Urinary 6-sulfatoxymelatonin</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref38">Li et al. (2020)</xref> (China)</td>
<td align="center" valign="top">Plasma</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">61 / 58</td>
<td align="center" valign="top">62.4 / 64.3</td>
<td align="left" valign="top">Plasma melatonin</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref27">Hadoush et al. (2020)</xref> (Jordan)</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">34 / NA</td>
<td align="center" valign="top">NA</td>
<td align="left" valign="top">Serum melatonin and dopamine levels, motor, cognitive, and sleep dysfunctions</td>
</tr>
<tr>
<td align="left" valign="top">Hadoush et al. (2020</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">25 / NA</td>
<td align="center" valign="top">NA</td>
<td align="left" valign="top">Serum melatonin sleep functions, and depression levels</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref37">Li et al. (2021)</xref> (China)</td>
<td align="center" valign="top">Plasma</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Cohort</td>
<td align="center" valign="top">314 / &#x2014;</td>
<td align="center" valign="top">66.4&#x202F;&#x00B1;&#x202F;9.7 / 66.0&#x202F;&#x00B1;&#x202F;9.2</td>
<td align="left" valign="top">Plasma melatonin, clock genes</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref41">Milanowski et al. (2023)</xref> (Poland)</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">PD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">20 / 20</td>
<td align="center" valign="top">68.3&#x202F;&#x00B1;&#x202F;5.9 / 67.0&#x202F;&#x00B1;&#x202F;2.4</td>
<td align="left" valign="top">Serum melatonin, adipokines</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>ELISA, enzyme-linked immunosorbent assay; RIA, radioimmunoassay; PD, Parkinson&#x2019;s disease; NA, not available.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Characteristics of the included studies in HD.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" char="&#x00D7;">Study (Country)</th>
<th align="char" valign="top" char="&#x00D7;">Sample source</th>
<th align="char" valign="top" char="&#x00D7;">Method</th>
<th align="char" valign="top" char="&#x00D7;">Subjects</th>
<th align="char" valign="top" char="&#x00D7;">Design</th>
<th align="char" valign="top" char="&#x00D7;">Sample size (Case/Control)</th>
<th align="char" valign="top" char="&#x00D7;">Age (Case/Control)</th>
<th align="char" valign="top" char="&#x00D7;">Main outcome(s)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref16">Christofides et al. (2006)</xref> (UK)</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">RIA</td>
<td align="center" valign="top">HD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">11 / 15</td>
<td align="center" valign="top">61.6&#x202F;&#x00B1;&#x202F;7.5 / 44.6&#x202F;&#x00B1;&#x202F;9.0</td>
<td align="left" valign="top">Tryptophan metabolites, melatonin, and oxidative stress markers</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref5">Aziz et al. (2009)</xref> (Netherlands)</td>
<td align="center" valign="top">Plasma</td>
<td align="center" valign="top">RIA</td>
<td align="center" valign="top">HD vs. Control</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">9 / 9</td>
<td align="center" valign="top">47.1&#x202F;&#x00B1;&#x202F;3.4 / 48.6&#x202F;&#x00B1;&#x202F;3.3</td>
<td align="left" valign="top">Diurnal melatonin levels</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref30">Kalliolia et al. (2014)</xref> (UK)</td>
<td align="center" valign="top">Plasma</td>
<td align="center" valign="top">RIA</td>
<td align="center" valign="top">Premanifest HD, Stage 2&#x2013;3 HD</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">14 / 13 / 15</td>
<td align="center" valign="top">45 (31&#x2013;58), 55 (42&#x2013;70), 52 (29&#x2013;69)</td>
<td align="left" valign="top">Melatonin levels, acrophase, onset time</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref2">Adamczak-Ratajczak et al. (2017)</xref> (Poland)</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">Early&#x2013;mid HD, Late HD</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">5 / 6 / 10</td>
<td align="center" valign="top">48.0&#x202F;&#x00B1;&#x202F;3.0 / 45.0&#x202F;&#x00B1;&#x202F;8.7</td>
<td align="left" valign="top">Serum melatonin and cortisol</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref7">Bartlett et al. (2020)</xref> (Australia)</td>
<td align="center" valign="top">Saliva</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">Premanifest HD</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">32 / 29</td>
<td align="center" valign="top">44.5&#x202F;&#x00B1;&#x202F;11.4 / 44.3&#x202F;&#x00B1;&#x202F;10.8</td>
<td align="left" valign="top">Salivary melatonin, cortisol, and hypothalamic volume</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref8">Bartlett et al. (2019)</xref> (Australia)</td>
<td align="center" valign="top">Saliva</td>
<td align="center" valign="top">ELISA</td>
<td align="center" valign="top">Premanifest and Prodromal HD</td>
<td align="center" valign="top">Case&#x2013;control</td>
<td align="center" valign="top">18 / 11</td>
<td align="center" valign="top">50.6&#x202F;&#x00B1;&#x202F;9.5 / NA</td>
<td align="left" valign="top">Salivary melatonin, cortisol, hypothalamic volume, BDNF</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>ELISA, enzyme-linked immunosorbent assay; RIA, radioimmunoassay; HD, Huntington&#x2019;s disease; NA, not available.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec16">
<label>3.3</label>
<title>Risk of bias and quality assessment (JBI checklist)</title>
<p>In <xref ref-type="supplementary-material" rid="SM1">Supplementary Tables 1, 2</xref>, we present the 18 studies that met the inclusion criteria for PD. All 18 studies were found to have a low risk of bias based on the JBI Checklist. Additionally, <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 3</xref> shows that all 6 HD studies had a low risk of bias, as evaluated using the same checklist.</p>
</sec>
<sec id="sec17">
<label>3.4</label>
<title>Meta-analysis</title>
<p>As part of our meta-analysis of PD, we analyzed the amplitude and AUC of the 24-h melatonin rhythm.</p>
<sec id="sec18">
<label>3.4.1</label>
<title>Alterations in endogenous melatonin rhythm in med-PD</title>
<p>To assess the changes in melatonin secretion rhythm, we analyzed the amplitude and AUC of the melatonin in the PD. Amplitude in the PD group was significantly lower compared to the control group with an effect size of [RoM&#x202F;=&#x202F;0.76, 95% CI (0.26 to 1.26); <italic>p&#x202F;=</italic>&#x202F;0.00] (<xref ref-type="fig" rid="fig2">Figure 2A</xref>), while AUC showed significantly elevated levels compared to the control group, as indicated by the effect size of [RoM&#x202F;=&#x202F;1.06, 95% CI (0.26 to1.85); <italic>p&#x202F;=</italic>&#x202F;0.01], as shown in <xref ref-type="fig" rid="fig2">Figure 2B</xref>. Both the amplitude and AUC were analyzed using the REM model.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Forest plot showing the RoM of amplitude and AUC of endogenous melatonin in the med-PD and control groups. <bold>(A)</bold> Forest plot showing the RoM of the amplitude of melatonin in the med-PD and control groups. Individual RoMs and their corresponding 95% confidence intervals are represented by filled squares, where the size of each square denotes the weight of the study in the random-effects meta-analysis. The overall RoM estimate and its 95% confidence interval are indicated by the diamonds. <bold>(B)</bold> Forest plot showing the RoM of the AUC of melatonin med-PD and controls. Individual RoMs and their corresponding 95% confidence intervals are represented by filled squares, where the size of each square denotes the weight of the study in the random-effects meta-analysis. The overall RoM estimate and its 95% confidence interval are indicated by the diamonds.</p>
</caption>
<graphic xlink:href="fnagi-17-1637881-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plots comparing amplitude and area under the curve (AUC) of twenty-four-hour melatonin levels. Plot A shows amplitude data from Fertl et al. 1991, Breen et al. 2014, and Videnovic et al. 2014, with overall ratio of means (RoM) of 0.76. Plot B presents AUC data from Fertl et al. 1991, Bolitho et al. 2014, Breen et al. 2014, and Videnovic et al. 2014, with overall RoM of 1.06. Each study includes RoM, confidence intervals, and weights, using a random-effects REML model.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec19">
<label>3.4.2</label>
<title>Comparing melatonin levels in different variables</title>
<p>To verify whether the variations in melatonin rhythm were consistent among the PD group compared to the control group, we performed an analysis on different variables, such as medication status, time of day, sample type, and analytical method (<xref ref-type="fig" rid="fig3">Figure 3</xref>). The results showed consistent variations in melatonin levels in PD patients. <italic>De novo</italic> patients had significantly higher melatonin levels [RoM&#x202F;=&#x202F;1.09, 95% CI (0.77 to 1.41); <italic>p&#x202F;=</italic>&#x202F;0.00], and the Med-Pd group [RoM&#x202F;=&#x202F;0.93, 95% CI (0.70 to 2.26); <italic>p&#x202F;=</italic>&#x202F;0.00] had lower melatonin levels than the controls. Morning (5&#x202F;a.m.&#x2013;11&#x202F;a.m.) with an effect size of RoM&#x202F;=&#x202F;1.01,95% CI (0.75 to 1.27), and nocturnal (12&#x202F;a.m.&#x2013;midnight) melatonin levels with RoM&#x202F;=&#x202F;1.11, 95% CI (0.65 to 1.57) were significantly higher, whereas afternoon (12&#x202F;p.m.) and evening (6&#x202F;p.m.) showed considerably lower melatonin levels in the PD group. Our findings, according to sample type, showed that saliva had a stronger effect compared to other sample types, and the radioimmunoassay (RIA) method showed a stronger effect compared to the ELISA method.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Forest plot showing endogenous melatonin alterations with different variables. Forest plot showing the RoM of alterations in endogenous melatonin based on medication status, time of day, sample type, and analytical method between the PD and control groups. RoMs and their corresponding 95% confidence intervals are represented by filled circles, with their statistical significance represented by the <italic>p</italic>-value.</p>
</caption>
<graphic xlink:href="fnagi-17-1637881-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Comparison table of variables across four categories: Medication Status, Time of Day, Sample Type, and Method. Each category lists the number of samples, Range of Means (ROM) with 95% confidence intervals, and P-values. Medication Status includes Denovo and Med-PD. Time of Day has Afternoon, Evening, Morning, and Nocturnal. Sample Type includes Plasma, Saliva, Serum, and Urine. Method lists Elisa and RIA. Group differences are tested with Qb statistics and P-values for each category.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec20">
<label>3.4.3</label>
<title>Comparing the association of melatonin levels in PD with sleeping and non-sleep disorders</title>
<p>Our comparative analysis of melatonin levels in PD patients with sleeping and non-sleep disorders revealed that both groups showed higher melatonin levels compared to the controls; however, the PD group with sleeping disease showed higher melatonin levels with an effect size of [ROM&#x202F;=&#x202F;1.85, 95% CI (1.79 to 1.92)], and the test group differences showed significant differences between both the groups (<italic>p&#x202F;=</italic>&#x202F;0.00) (<xref ref-type="fig" rid="fig4">Figure 4</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Endogenous melatonin alterations in PD patients with and without sleep disorders. The forest plot shows a comparison of the RoM of melatonin levels in PD patients with and without sleep disorders. Individual RoMs and their corresponding 95% confidence intervals are represented by filled squares, where the size of each square denotes the weight of the study in the random-effects meta-analysis. The overall RoM estimate and its 95% confidence interval are indicated by the diamonds.</p>
</caption>
<graphic xlink:href="fnagi-17-1637881-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot comparing studies on non-sleeping and sleeping disorders. For non-sleeping disorders, Wei et al., 2019 shows RoM of 1.70, CI [1.64, 1.77], weight 49.61%. Li et al., 2020 shows RoM of 1.13, CI [-1.41, 3.67], weight 0.33%. For sleeping disorders, Wei et al., 2019 shows RoM of 1.85, CI [1.79, 1.92], weight 49.69%. Li et al., 2020 shows RoM of 0.97, CI [-1.42, 3.36], weight 0.37%. Overall RoM is 1.77, CI [1.63, 1.92]. Heterogeneity stats and model details included.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec21">
<label>3.4.4</label>
<title>Melatonin in HD</title>
<p>Analysis of HD was also included in this study, where we evaluated the melatonin rhythm based on the manifest and premanifest stages of the disease.</p>
</sec>
<sec id="sec22">
<label>3.4.5</label>
<title>Endogenous melatonin levels in the manifest stage and premanifest stage of HD</title>
<p>Four studies explored the 24-h mean melatonin levels in the manifest stage of HD (<xref ref-type="bibr" rid="ref2">Adamczak-Ratajczak et al., 2017</xref>; <xref ref-type="bibr" rid="ref5">Aziz et al., 2009</xref>; <xref ref-type="bibr" rid="ref30">Kalliolia et al., 2014</xref>) and two studies focused on the premanifest stage (<xref ref-type="bibr" rid="ref8">Bartlett et al., 2019</xref>; <xref ref-type="bibr" rid="ref30">Kalliolia et al., 2014</xref>). As shown in <xref ref-type="fig" rid="fig5">Figure 5</xref>, premanifest stage showed an effect size of 1.79 [RoM&#x202F;=&#x202F;1.79, 95% CI (0.58 to 3.00)]. Manifest HD was analyzed in the early and mid-advanced stages. Both early and mid-advanced HD showed significantly lower melatonin levels compared to the controls, with effect sizes of [ROM&#x202F;=&#x202F;0.92, 95% CI (0.82 to 1.03)] and [ROM&#x202F;=&#x202F;0.74, 95% CI (0.60 to 0.87)], respectively. The test of group differences showed that the differences between the groups were statistically significant (<italic>p&#x202F;=</italic>&#x202F;0.04).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Comparing alterations of melatonin levels in Huntington&#x2019;s Disease (both manifest and premanifest) patients and controls. Forest plot showing the RoM of melatonin levels between individuals with manifest HD and controls. Individual RoMs and their corresponding 95% confidence intervals are represented by filled squares, where the size of each square denotes the weight of the study in the fixed-effects meta-analysis. The overall RoM estimate and its 95% confidence interval are indicated by the diamonds.</p>
</caption>
<graphic xlink:href="fnagi-17-1637881-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot from a meta-analysis showing the range of motion (RoM) with 95% confidence intervals (CI) and study weights for different stages: early, mid-advanced (mid-adv), and pre. Each study is represented by a blue square, with size indicating its weight, and a horizontal line showing the CI. The diamond shapes represent the pooled effects for each stage and overall. Heterogeneity metrics and statistical tests are provided for each category. The overall RoM estimate is 1.11 with a CI of [0.56, 1.66].</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec23">
<label>3.4.6</label>
<title>Alterations of melatonin rhythm in manifest HD</title>
<p>To verify that melatonin alterations were consistent in manifest HD, we examined changes in melatonin amplitude and acrophase in manifest HD. Both melatonin amplitude and acrophase in manifest HD were significantly lower than those in controls, with an effect size of [RoM&#x202F;=&#x202F;0.92, 95% CI (0.82 to 1.02); <italic>p&#x202F;=</italic>&#x202F;0.00] and [RoM&#x202F;=&#x202F;0.92, 95% CI (0.07 to 1.78); <italic>p&#x202F;=</italic>&#x202F;0.03], as shown in <xref ref-type="fig" rid="fig6">Figure 6</xref>. Both amplitude and acrophase analyses were performed using the REM model.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Forest plot showing the RoM of amplitude and acrophase of endogenous melatonin in med-PD and control groups. <bold>(A)</bold> Forest plot showing the RoM of the amplitude of melatonin in manifest HD and controls. Individual RoMs and their corresponding 95% confidence intervals are represented by filled squares, where the size of each square denotes the weight of the study in the random-effects meta-analysis. The overall RoM estimate and its 95% confidence interval are indicated by the diamonds. <bold>(B)</bold> Forest plot showing the RoM of acrophase of melatonin in manifest HD patients and controls. Individual RoMs and their corresponding 95% confidence intervals are represented by filled squares, where the size of each square denotes the weight of the study in the random-effects meta-analysis. The overall RoM estimate and its 95% confidence interval are indicated by the diamonds.</p>
</caption>
<graphic xlink:href="fnagi-17-1637881-g006.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plots showing random-effects meta-analysis of melatonin data. Panel A presents the amplitude of twenty-four-hour melatonin levels, with studies by Aziz et al. 2009, Kallioka et al. 2014a, and Ratajczak et al. 2017. Overall ratio of means is 0.92 with a 95% confidence interval of 0.82 to 1.02, indicating no significant effect. Panel B shows the acrophase of twenty-four-hour melatonin levels, including Aziz et al. 2009 and Kallioka et al. 2014a. Overall ratio of means is 0.92 with a 95% confidence interval of 0.07 to 1.78, showing some heterogeneity.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="sec24">
<label>3.5</label>
<title>Subgroup analysis and meta-regression</title>
<sec id="sec25">
<label>3.5.1</label>
<title>Subgroup analysis and meta-regression in PD</title>
<p>To evaluate the sources of heterogeneity, we performed several subgroup and meta-regression analyses. Subgroup analysis was performed based on sex and severity using the Hoehn&#x2013;Yahr (H&#x2013;Y) scale, Unified Parkinson&#x2019;s Disease Rating Scale (UPDRS), duration of PD, and levodopa equivalent daily dosage. Gender-based subgroup analysis revealed that overall heterogeneity remained high; however, individual heterogeneity was moderate in the female group (I<sup>2</sup> =&#x202F;42.07%), and in men, I<sup>2</sup> was zero, which indicates that gender could be a possible source of heterogeneity. The comparative results showed that women had a stronger effect than men, with significant test differences (<italic>p&#x202F;=</italic> 0.04), as indicated in <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 1</xref>. The other subgroup analyses also showed significant heterogeneity. Thus, we can conclude that differences in severity, duration of PD, and drug dosages could also be reasons for the high heterogeneity (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figures 2&#x2013;5</xref>). To examine the correlation between the age of PD patients and melatonin levels, we performed a meta-regression analysis, which showed a negative relationship between melatonin levels and age (<italic>p&#x202F;=</italic> 0.02) (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 6</xref>). The analysis also revealed that differences in the age of the participants might be a source of heterogeneity (I<sup>2</sup> =&#x202F;88.84).</p>
</sec>
<sec id="sec26">
<label>3.5.2</label>
<title>Subgroup analysis in HD</title>
<p>Subgroup analysis based on the number of CAG repeats showed high heterogeneity, both in CAG repeats up to 42 and CAG repeats over 42, but the differences between the groups were not statistically significant (<italic>p&#x202F;=</italic>&#x202F;0.30) (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 7</xref>).</p>
</sec>
</sec>
<sec id="sec27">
<label>3.6</label>
<title>Sensitivity analysis</title>
<p>We conducted a sensitivity test using a leave-one-out method to examine the potential involvement of individual studies in heterogeneity and effect sizes and to check whether the overall results were affected by any individual study.</p>
<p>This analysis revealed that removing the <xref ref-type="bibr" rid="ref21">Fertl et al. (1991)</xref> study from the amplitude and AUC of melatonin levels in med-PD changed the effect size to non-significant (with <italic>p&#x202F;=</italic>&#x202F;0.09 and 0.07, respectively), indicating that this study had a significant effect on the overall effect size (<xref ref-type="supplementary-material" rid="SM1">Supplementary Tables 4, 5</xref>). Excluding Breen et al., this study found that the effect size was insignificant (<italic>p&#x202F;=</italic>&#x202F;0.11). Interestingly, excluding <xref ref-type="bibr" rid="ref61">Videnovic et al. (2014a)</xref> analysis nullified the heterogeneity and made the effect size significant (<italic>p&#x202F;=</italic>&#x202F;0.00, I<sup>2</sup>&#x202F;=&#x202F;0.00%) in the amplitude of melatonin levels in PD. This result could be attributed to the use of a different sample (plasma).</p>
<p>Similarly, a sensitivity analysis conducted on the amplitude of endogenous melatonin levels in manifest HD showed that no single study was responsible for the overall results (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 6</xref>).</p>
</sec>
<sec id="sec28">
<label>3.7</label>
<title>Publication bias</title>
<p>To evaluate the risk of publication bias, we conducted Egger&#x2019;s test. Egger&#x2019;s test for amplitude and AUC of melatonin levels in med-PD and amplitude of manifest HD (<xref ref-type="supplementary-material" rid="SM1">Appendix 2</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec29">
<label>4</label>
<title>Discussion</title>
<p>This study aimed to quantitatively review the endogenous melatonin levels in PD and HD patients. We have systematically reviewed the available literature concerning melatonin levels in PD and HD, confirming altered melatonin levels that can be directly linked with non-motor symptoms of both diseases, such as sleep disorders.</p>
<p>Prior to our study, there were inconsistencies in the amplitude and AUC of melatonin in med-PD. Fertl et al., in their two consecutive studies, and Breen et al., in their study on early PD, concluded that there were no significant differences between the amplitude and AUC between med-PD and controls, but there was a phase advance of the melatonin peak in the med-PD group (<xref ref-type="bibr" rid="ref14">Breen et al., 2014</xref>; <xref ref-type="bibr" rid="ref21">Fertl et al., 1991</xref>). Another study reported that PD patients with EDS had a lower amplitude and AUC than PD patients without EDS (<xref ref-type="bibr" rid="ref62">Videnovic et al., 2014b</xref>). However, our results showed that the overall amplitude was lower but the AUC was higher in the mid-PD group when compared to the control group. This finding aligns with a study that compared med-PD with <italic>de novo</italic> and control groups and concluded that the AUC in med-PD is twice that in the <italic>de novo</italic> and control groups (<xref ref-type="bibr" rid="ref11">Bolitho et al., 2014</xref>). Similarly, Bordet et al., in their comparative study of med-PD and <italic>de novo</italic> patients, stated that there was an elevated morning AUC but a reduced nocturnal AUC in med-PD. This suggests that alterations in melatonin rhythm occur in the early stages of PD, and these alterations are worsened by sleep disorders such as EDS.</p>
<p>Our time point analysis presents an intriguing paradox showing higher morning melatonin levels in PD patients compared to controls, despite the expected dip in melatonin during daylight hours (<xref ref-type="bibr" rid="ref53">Reiter et al., 2020</xref>). The results also showed markedly higher nocturnal melatonin levels in the PD group. One possible explanation for this is the influence of dopaminergic medication on pineal function. Certain dopamine-based therapies, such as levodopa and dopamine agonists, have been reported to modulate melatonin production and secretion (<xref ref-type="bibr" rid="ref56">Santanavanich et al., 2003</xref>). However, this evidence is not entirely consistent. Some studies suggest that these treatments may contribute to elevated nocturnal melatonin levels without significantly altering daytime synthesis, potentially due to the inhibitory effects of catecholamines on daytime secretion (<xref ref-type="bibr" rid="ref12">Bordet et al., 2003</xref>). Furthermore, <italic>&#x03B2;</italic>-adrenergic innervation of pinealocytes provides a plausible pathway for dopaminergic therapies to indirectly affect melatonin synthesis, although this response appears to occur predominantly at night (<xref ref-type="bibr" rid="ref21">Fertl et al., 1991</xref>; <xref ref-type="bibr" rid="ref48">Pandi-Perumal et al., 2008</xref>). This observation of elevated morning melatonin levels in med-PD raises the possibility of a connection with the worsening of PD symptoms commonly reported in the morning (<xref ref-type="bibr" rid="ref39">Lin et al., 2014</xref>; <xref ref-type="bibr" rid="ref4">Atkinson et al., 2005</xref>; <xref ref-type="bibr" rid="ref38">Li et al., 2020</xref>).</p>
<p>The traditional biomarkers of PD largely reflect dopaminergic dysfunction and structural neurodegeneration. Cerebrospinal fluid (CSF) dopamine and its major metabolite homovanillic acid have been investigated as indices of nigrostriatal loss (<xref ref-type="bibr" rid="ref33">Kremer et al., 2021</xref>). However, their diagnostic and prognostic value is limited owing to the variability introduced by diet and stress. More recently, <italic>&#x03B1;</italic>-synuclein has been explored as a pathophysiological marker, with reduced CSF levels reported in PD; however, its diagnostic accuracy remains moderate (AUC&#x202F;=&#x202F;0.73) and is constrained by low specificity across other synucleinopathies (<xref ref-type="bibr" rid="ref25">Gao et al., 2015</xref>). NfL profoundly correlates with neuroaxonal injury and aligns with disease severity and progression, including motor decline and survival, in early PD (<xref ref-type="bibr" rid="ref6">B&#x00E4;ckstr&#x00F6;m et al., 2020</xref>; <xref ref-type="bibr" rid="ref42">Mollenhauer et al., 2020</xref>). In comparison with these established biomarkers, melatonin has a distinct clinically relevant domain. Rather than reflecting neurotransmitter depletion, protein depletion, or structural degeneration, melatonin secretion directly indexes circadian and sleep-wave physiology, which are highlighted to be profoundly disrupted in PD and HD and impact the patient&#x2019;s quality of life. Furthermore, melatonin levels are modulated by dopaminergic therapy (<xref ref-type="bibr" rid="ref12">Bordet et al., 2003</xref>; <xref ref-type="bibr" rid="ref61">Videnovic et al., 2014a</xref>), suggesting that it captures both disease- and treatment-related aspects of circadian regulation.</p>
<p>A staggering 98% of PD patients experience at least one non-motor symptom a decade before diagnosis (<xref ref-type="bibr" rid="ref51">Radad et al., 2023</xref>). Among the plethora of non-motor symptoms, sleep disorders such as insomnia, EDS, and rapid eye movement sleep behavior disorder (RBD) are relatively common (<xref ref-type="bibr" rid="ref17">Claassen and Kutscher, 2011</xref>; <xref ref-type="bibr" rid="ref1">Abbott et al., 2005</xref>). This is where melatonin, often addressed as the &#x201C;sleep hormone,&#x201D; takes center stage. To verify this, we performed an analysis of PD groups with and without sleep disorders, and our results showed that both groups had elevated melatonin levels, while the group with sleep disorders showed even more pronounced elevation. Thus, we can conclude that disrupted melatonin rhythm is found in PD patients with or without sleep disorders. Studies have linked melatonin dysregulation with EDS, REM sleep disorders, and overall sleep dysfunction, not only in the late stages but also in the early stages of PD (<xref ref-type="bibr" rid="ref14">Breen et al., 2014</xref>; <xref ref-type="bibr" rid="ref27">Hadoush et al., 2020</xref>; <xref ref-type="bibr" rid="ref62">Videnovic et al., 2014b</xref>). Interestingly, a positive correlation has been observed between melatonin output and a reduction in hypothalamic gray matter volume, a marker of neuronal loss, in PD, which is eventually linked to disturbed sleep patterns (<xref ref-type="bibr" rid="ref13">Breen et al., 2016</xref>). Compelling evidence linking melatonin to various symptoms, such as disturbed sleep (<xref ref-type="bibr" rid="ref67">Zuzu&#x00E1;rregui and Ostrem, 2020</xref>) and severity of PD (<xref ref-type="bibr" rid="ref26">Hadoush et al., 2021</xref>; <xref ref-type="bibr" rid="ref39">Lin et al., 2014</xref>), along with its interplay with other crucial biomarkers such as dopamine and &#x03B1;-synuclein, positions melatonin as a potential biomarker candidate (<xref ref-type="bibr" rid="ref27">Hadoush et al., 2020</xref>).</p>
<p>While melatonin synthesis is influenced by complex molecular mechanisms, our subgroup analysis revealed that melatonin levels vary according to the sex of the patient. Prior to our study, some studies confirmed no significant differences in plasma or serum melatonin levels in relation to sex in PD patients (<xref ref-type="bibr" rid="ref38">Li et al., 2020</xref>; <xref ref-type="bibr" rid="ref64">Wei et al., 2019</xref>; <xref ref-type="bibr" rid="ref39">Lin et al., 2014</xref>). Our study contradicts this issue by showing that melatonin levels are higher in females than in males in patients with PD (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 1</xref>). Meta-regression analysis of PD suggests a significant negative correlation between melatonin levels and age.</p>
<p>A meta-analysis performed on HD showed that both early and mid-advanced stages of manifest HD showed a significant decrease, and premanifest HD showed elevated melatonin levels than the control group. This finding is consistent with a study on plasma melatonin levels in HD patients, where they noticed diminished acrophase and amplitude in the mid-advanced group of HD patients than in healthy controls (<xref ref-type="bibr" rid="ref30">Kalliolia et al., 2014</xref>). This finding correlates with our amplitude and acrophase analysis of melatonin in manifest HD (<xref ref-type="fig" rid="fig6">Figure 6</xref>). In addition, our analysis of premanifest HD showed elevated melatonin levels compared with the control group. This aligns with a study showing that hypothalamic changes occur from the premanifest stages, leading to dysregulation of circadian hormones (<xref ref-type="bibr" rid="ref8">Bartlett et al., 2019</xref>). Contradicting studies have found significant phase changes in melatonin observed only in the advanced stages of HD (<xref ref-type="bibr" rid="ref2">Adamczak-Ratajczak et al., 2017</xref>). Although our findings provide clarity by pooling existing data, further studies should be conducted in both the manifest and premanifest stages to avoid this confusion. Furthermore, studies have found circadian disruption in the initial stages of HD and stated that melatonin levels may gradually reduce as the disease progresses, which supports our findings (<xref ref-type="bibr" rid="ref5">Aziz et al., 2009</xref>). Corresponding to our analysis, which showed significant changes in melatonin rhythm, we suggest that it could serve as a biomarker for HD, which is also supported by a study in which they mentioned that melatonin can be a possible marker to track the course of disease progression (<xref ref-type="bibr" rid="ref30">Kalliolia et al., 2014</xref>).</p>
<p>In summary, our meta-analysis provides evidence that melatonin secretion is altered in both PD and HD, reflecting circadian rhythm disruption that is closely tied to non-motor symptoms such as sleep disorders. Unlike traditional biomarkers that primarily capture dopaminergic loss, protein aggregation, and neurodegeneration, melatonin uniquely represents the circadian and sleep&#x2013;wake domains, which are central to patient quality of life. Although dopaminergic medications may contribute to melatonin alterations, the precise mechanisms remain uncertain, underscoring the need for controlled longitudinal studies. Taken together, our findings support the potential use of melatonin as a complementary biomarker for tracking disease-related circadian dysfunction and its treatment effects in PD and HD. Future research should aim to clarify its mechanistic underpinnings, establish standardized sampling protocols, and evaluate its prognostic and therapeutic relevance in larger, well-characterized cohorts.</p>
<sec id="sec30">
<label>4.1</label>
<title>Limitations</title>
<p>Although this SRMA provides key insights into melatonin as a potential early biomarker for PD and HD, several limitations should be acknowledged. Despite an extensive database search, some eligible studies may have been missed, and a few reports presented data in formats unsuitable for inclusion in our analysis. Furthermore, most studies have assessed melatonin levels in blood samples, limiting our ability to evaluate alternative sampling methods, such as saliva or CSF. Another important limitation is the variability in assay techniques across studies, which may have introduced heterogeneity in the measured melatonin concentrations. In addition, melatonin secretion is highly sensitive to circadian phase, light exposure, and environmental conditions, which were not consistently controlled for or reported in the included studies. Most of the available literature consisted of case&#x2013;control studies with relatively small sample sizes, which may increase the risk of bias and limit generalizability. Finally, the lack of longitudinal follow-up in most studies restricts insights into dynamic changes in melatonin rhythms over the course of disease progression.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec31">
<label>5</label>
<title>Conclusion</title>
<p>This SRMA indicates that melatonin alterations may occur in PD and HD and could reflect underlying circadian disturbances relevant to disease pathology. Nonetheless, the current evidence remains preliminary and is shaped by heterogeneous methodologies, small cohorts, and limited follow-up data. At this stage, melatonin cannot yet be considered a reliable clinical biomarker; however, it is a promising candidate that requires further validation. To advance the field, large, longitudinal, and multicenter studies with standardized sampling and assay methods will be essential to clarify its role in disease onset, progression, and treatment response.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec32">
<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">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec33">
<title>Author contributions</title>
<p>RS: Formal analysis, Writing &#x2013; original draft, Project administration, Data curation, Visualization, Conceptualization, Writing &#x2013; review &#x0026; editing, Software, Methodology, Investigation. RF: Visualization, Software, Data curation, Methodology, Writing &#x2013; review &#x0026; editing. RM: Investigation, Writing &#x2013; review &#x0026; editing, Visualization, Formal analysis, Data curation. JJ: Writing &#x2013; review &#x0026; editing, Methodology, Formal analysis, Data curation, Visualization. SK: Methodology, Writing &#x2013; review &#x0026; editing, Validation, Data curation. YH: Resources, Writing &#x2013; original draft, Supervision, Project administration, Investigation, Writing &#x2013; review &#x0026; editing, Conceptualization, Funding acquisition, Validation.</p>
</sec>
<sec sec-type="funding-information" id="sec34">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by grants from the National Research Foundation (NRF-2020R1A2C201215513 to YH) of Korea. RS was supported by the Global Korea Scholarship (GKS-CS01220842 to RS), Korea.</p>
</sec>
<ack>
<p>The authors express their gratitude to all the members of the &#x201C;Biological Clock and Aging Control&#x201D; Laboratory for their invaluable support and critical comments.</p>
</ack>
<sec sec-type="COI-statement" id="sec35">
<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 sec-type="ai-statement" id="sec36">
<title>Generative AI statement</title>
<p>The authors declare that no Gen 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 sec-type="disclaimer" id="sec37">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec38">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fnagi.2025.1637881/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnagi.2025.1637881/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<fn id="fn0001"><p><sup>1</sup><ext-link xlink:href="http://getdata-graph-digitizer.com/" ext-link-type="uri">http://getdata-graph-digitizer.com/</ext-link></p></fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="ref1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abbott</surname><given-names>R. D.</given-names></name> <name><surname>Ross</surname><given-names>G.</given-names></name> <name><surname>White</surname><given-names>L.</given-names></name> <name><surname>Tanner</surname><given-names>C.</given-names></name> <name><surname>Masaki</surname><given-names>K.</given-names></name> <name><surname>Nelson</surname><given-names>J.</given-names></name> <etal/></person-group>. (<year>2005</year>). <article-title>Excessive daytime sleepiness and subsequent development of Parkinson disease</article-title>. <source>Neurology</source> <volume>65</volume>, <fpage>1442</fpage>&#x2013;<lpage>1446</lpage>. doi: <pub-id pub-id-type="doi">10.1212/01.wnl.0000183056.89590.0d</pub-id>, PMID: <pub-id pub-id-type="pmid">16275833</pub-id></citation></ref>
<ref id="ref2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adamczak-Ratajczak</surname><given-names>A.</given-names></name> <name><surname>Kupsz</surname><given-names>J.</given-names></name> <name><surname>Owecki</surname><given-names>M.</given-names></name> <name><surname>Zielonka</surname><given-names>D.</given-names></name> <name><surname>Sowinska</surname><given-names>A.</given-names></name> <name><surname>Checinska-Maciejewska</surname><given-names>Z.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Circadian rhythms of melatonin and cortisol in manifest Huntington&#x2019;s disease and in acute cortical ischemic stroke</article-title>. <source>J. Physiol. Pharmacol.</source> <volume>68</volume>, <fpage>539</fpage>&#x2013;<lpage>546</lpage>, PMID: <pub-id pub-id-type="pmid">29151070</pub-id></citation></ref>
<ref id="ref4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Atkinson</surname><given-names>G.</given-names></name> <name><surname>Jones</surname><given-names>H.</given-names></name> <name><surname>Edwards</surname><given-names>B.</given-names></name> <name><surname>Waterhouse</surname><given-names>J.</given-names></name></person-group> (<year>2005</year>). <article-title>Effects of daytime ingestion of melatonin on short-term athletic performance</article-title>. <source>Ergonomics</source> <volume>48</volume>, <fpage>1512</fpage>&#x2013;<lpage>1522</lpage>. doi: <pub-id pub-id-type="doi">10.1080/00140130500100967</pub-id>, PMID: <pub-id pub-id-type="pmid">16338717</pub-id></citation></ref>
<ref id="ref5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aziz</surname><given-names>N. A.</given-names></name> <name><surname>Pijl</surname><given-names>H.</given-names></name> <name><surname>Fr&#x00F6;lich</surname><given-names>M.</given-names></name> <name><surname>Schr&#x00F6;der-van</surname><given-names>J.</given-names></name> <name><surname>Van Der Bent</surname><given-names>C.</given-names></name> <name><surname>Roelfsema</surname><given-names>F.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>Delayed onset of the diurnal melatonin rise in patients with Huntington&#x2019;s disease</article-title>. <source>J. Neurol.</source> <volume>256</volume>, <fpage>1961</fpage>&#x2013;<lpage>1965</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00415-009-5196-1</pub-id>, PMID: <pub-id pub-id-type="pmid">19562249</pub-id></citation></ref>
<ref id="ref6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>B&#x00E4;ckstr&#x00F6;m</surname><given-names>D.</given-names></name> <name><surname>Linder</surname><given-names>J.</given-names></name> <name><surname>Jakobson Mo</surname><given-names>S.</given-names></name> <name><surname>Riklund</surname><given-names>K.</given-names></name> <name><surname>Zetterberg</surname><given-names>H.</given-names></name> <name><surname>Blennow</surname><given-names>K.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>NfL as a biomarker for neurodegeneration and survival in Parkinson disease</article-title>. <source>Neurology</source> <volume>95</volume>, <fpage>e827</fpage>&#x2013;<lpage>e838</lpage>. doi: <pub-id pub-id-type="doi">10.1212/WNL.0000000000010084</pub-id>, PMID: <pub-id pub-id-type="pmid">32680941</pub-id></citation></ref>
<ref id="ref7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bartlett</surname><given-names>D. M.</given-names></name> <name><surname>Lazar</surname><given-names>A. S.</given-names></name> <name><surname>Kordsachia</surname><given-names>C. C.</given-names></name> <name><surname>Rankin</surname><given-names>T. J.</given-names></name> <name><surname>Lo</surname><given-names>J.</given-names></name> <name><surname>Govus</surname><given-names>A. D.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Multidisciplinary rehabilitation reduces hypothalamic grey matter volume loss in individuals with preclinical Huntington's disease: a nine-month pilot study</article-title>. <source>J. Neurol. Sci.</source> <volume>408</volume>:<fpage>116522</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jns.2019.116522</pub-id>, PMID: <pub-id pub-id-type="pmid">31665619</pub-id></citation></ref>
<ref id="ref8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bartlett</surname><given-names>D. M.</given-names></name> <name><surname>Reyes</surname><given-names>A.</given-names></name> <name><surname>Zaenker</surname><given-names>P.</given-names></name> <name><surname>Feindel</surname><given-names>K. W.</given-names></name> <name><surname>Newton</surname><given-names>R. U.</given-names></name> <name><surname>Hannan</surname><given-names>A. J.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Investigating the relationships between hypothalamic volume and measures of circadian rhythm and habitual sleep in premanifest Huntington's disease</article-title>. <source>Neurobiol. Sleep Circadian Rhythms</source> <volume>6</volume>, <fpage>1</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.nbscr.2018.07.001</pub-id>, PMID: <pub-id pub-id-type="pmid">31236517</pub-id></citation></ref>
<ref id="ref9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bates</surname><given-names>G.</given-names></name> <name><surname>Dorsey</surname><given-names>R.</given-names></name> <name><surname>Gusella</surname><given-names>J.</given-names></name> <name><surname>Hayden</surname><given-names>M.</given-names></name> <name><surname>Kay</surname><given-names>C.</given-names></name> <name><surname>Leavitt</surname><given-names>B.</given-names></name></person-group> (<year>2015</year>). <article-title>Huntington disease</article-title>. <source>Nat. Rev. Dis. Primers</source> <volume>20</volume>, <volume>1</volume>:<fpage>15005</fpage>. doi: <pub-id pub-id-type="doi">10.1038/nrdp.2015.5</pub-id>, PMID: <pub-id pub-id-type="pmid">27188817</pub-id></citation></ref>
<ref id="ref10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bloem</surname><given-names>B. R.</given-names></name> <name><surname>Okun</surname><given-names>M. S.</given-names></name> <name><surname>Klein</surname><given-names>C.</given-names></name></person-group> (<year>2021</year>). <article-title>Parkinson's disease</article-title>. <source>Lancet</source> <volume>397</volume>, <fpage>2284</fpage>&#x2013;<lpage>2303</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(21)00218-X</pub-id>, PMID: <pub-id pub-id-type="pmid">33848468</pub-id></citation></ref>
<ref id="ref11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bolitho</surname><given-names>S. J.</given-names></name> <name><surname>Naismith</surname><given-names>S. L.</given-names></name> <name><surname>Rajaratnam</surname><given-names>S. M.</given-names></name> <name><surname>Grunstein</surname><given-names>R. R.</given-names></name> <name><surname>Hodges</surname><given-names>J. R.</given-names></name> <name><surname>Terpening</surname><given-names>Z.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Disturbances in melatonin secretion and circadian sleep&#x2013;wake regulation in Parkinson disease</article-title>. <source>Sleep Med.</source> <volume>15</volume>, <fpage>342</fpage>&#x2013;<lpage>347</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.sleep.2013.10.016</pub-id>, PMID: <pub-id pub-id-type="pmid">24529544</pub-id></citation></ref>
<ref id="ref12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bordet</surname><given-names>R.</given-names></name> <name><surname>Devos</surname><given-names>D.</given-names></name> <name><surname>Brique</surname><given-names>S.</given-names></name> <name><surname>Touitou</surname><given-names>Y.</given-names></name> <name><surname>Guieu</surname><given-names>J.</given-names></name> <name><surname>Libersa</surname><given-names>C.</given-names></name> <etal/></person-group>. (<year>2003</year>). <article-title>Study of circadian melatonin secretion pattern at different stages of Parkinson's disease</article-title>. <source>Clin. Neuropharmacol.</source> <volume>26</volume>, <fpage>65</fpage>&#x2013;<lpage>72</lpage>. doi: <pub-id pub-id-type="doi">10.1097/00002826-200303000-00005</pub-id>, PMID: <pub-id pub-id-type="pmid">12671525</pub-id></citation></ref>
<ref id="ref13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Breen</surname><given-names>D. P.</given-names></name> <name><surname>Nombela</surname><given-names>C.</given-names></name> <name><surname>Vuono</surname><given-names>R.</given-names></name> <name><surname>Jones</surname><given-names>P. S.</given-names></name> <name><surname>Fisher</surname><given-names>K.</given-names></name> <name><surname>Burn</surname><given-names>D. J.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Hypothalamic volume loss is associated with reduced melatonin output in Parkinson's disease</article-title>. <source>Mov. Disord.</source> <volume>31</volume>, <fpage>1062</fpage>&#x2013;<lpage>1066</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mds.26592</pub-id>, PMID: <pub-id pub-id-type="pmid">26971528</pub-id></citation></ref>
<ref id="ref14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Breen</surname><given-names>D. P.</given-names></name> <name><surname>Vuono</surname><given-names>R.</given-names></name> <name><surname>Nawarathna</surname><given-names>U.</given-names></name> <name><surname>Fisher</surname><given-names>K.</given-names></name> <name><surname>Shneerson</surname><given-names>J. M.</given-names></name> <name><surname>Reddy</surname><given-names>A. B.</given-names></name></person-group> (<year>2014</year>). <article-title>Sleep and circadian rhythm regulation in early Parkinson disease</article-title>. <source>JAMA Neurol.</source> <volume>71</volume>, <fpage>589</fpage>&#x2013;<lpage>595</lpage>. doi: <pub-id pub-id-type="doi">10.1001/jamaneurol.2014.65</pub-id>, PMID: <pub-id pub-id-type="pmid">24687146</pub-id></citation></ref>
<ref id="ref15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Catala</surname><given-names>M.</given-names></name> <name><surname>Canete-Nicolas</surname><given-names>C.</given-names></name> <name><surname>Iradi</surname><given-names>A.</given-names></name> <name><surname>Tarazona</surname><given-names>F.</given-names></name> <name><surname>Tormos</surname><given-names>J.</given-names></name> <name><surname>Pascual-Leone</surname><given-names>A.</given-names></name></person-group> (<year>1997</year>). <article-title>Melatonin levels in Parkinson's disease: drug therapy versus electrical stimulation of the internal globus pallidus</article-title>. <source>Exp. Gerontol.</source> <volume>32</volume>, <fpage>553</fpage>&#x2013;<lpage>558</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0531-5565(96)00173-8</pub-id>, PMID: <pub-id pub-id-type="pmid">9315456</pub-id></citation></ref>
<ref id="ref16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Christofides</surname><given-names>J.</given-names></name> <name><surname>Bridel</surname><given-names>M.</given-names></name> <name><surname>Egerton</surname><given-names>M.</given-names></name> <name><surname>Mackay</surname><given-names>G.</given-names></name> <name><surname>Forrest</surname><given-names>C.</given-names></name> <name><surname>Stoy</surname><given-names>N.</given-names></name> <etal/></person-group>. (<year>2006</year>). <article-title>Blood 5-hydroxytryptamine, 5-hydroxyindoleacetic acid and melatonin levels in patients with either Huntington's disease or chronic brain injury</article-title>. <source>J. Neurochem.</source> <volume>97</volume>, <fpage>1078</fpage>&#x2013;<lpage>1088</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1471-4159.2006.03807.x</pub-id>, PMID: <pub-id pub-id-type="pmid">16573644</pub-id></citation></ref>
<ref id="ref17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Claassen</surname><given-names>D. O.</given-names></name> <name><surname>Kutscher</surname><given-names>S. J.</given-names></name></person-group> (<year>2011</year>). <article-title>Sleep disturbances in Parkinson&#x2019;s disease patients and management options</article-title>. <source>Nat. Sci. Sleep</source> <volume>22</volume>, <fpage>125</fpage>&#x2013;<lpage>133</lpage>. doi: <pub-id pub-id-type="doi">10.2147/NSS.S18897</pub-id></citation></ref>
<ref id="ref18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dersimonian</surname><given-names>R.</given-names></name> <name><surname>Laird</surname><given-names>N.</given-names></name></person-group> (<year>2015</year>). <article-title>Meta-analysis in clinical trials revisited</article-title>. <source>Contemp. Clin. Trials</source> <volume>45</volume>, <fpage>139</fpage>&#x2013;<lpage>145</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cct.2015.09.002</pub-id>, PMID: <pub-id pub-id-type="pmid">26343745</pub-id></citation></ref>
<ref id="ref19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Egger</surname><given-names>M.</given-names></name> <name><surname>Smith</surname><given-names>G. D.</given-names></name> <name><surname>Schneider</surname><given-names>M.</given-names></name> <name><surname>Minder</surname><given-names>C.</given-names></name></person-group> (<year>1997</year>). <article-title>Bias in meta-analysis detected by a simple, graphical test</article-title>. <source>BMJ</source> <volume>315</volume>, <fpage>629</fpage>&#x2013;<lpage>634</lpage>. doi: <pub-id pub-id-type="doi">10.1136/bmj.315.7109.629</pub-id>, PMID: <pub-id pub-id-type="pmid">9310563</pub-id></citation></ref>
<ref id="ref20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Elkamash</surname><given-names>H. M.</given-names></name> <name><surname>Abuohashish</surname><given-names>H. M.</given-names></name></person-group> (<year>2021</year>). <article-title>The behavior of patients with obsessive-compulsive disorder in dental clinics</article-title>. <source>Int. J. Dentistry</source> <volume>2021</volume>, <fpage>1</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.1155/2021/5561690</pub-id>, PMID: <pub-id pub-id-type="pmid">34512758</pub-id></citation></ref>
<ref id="ref21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fertl</surname><given-names>E.</given-names></name> <name><surname>Auff</surname><given-names>E.</given-names></name> <name><surname>Doppelbauer</surname><given-names>A.</given-names></name> <name><surname>Waldhauser</surname><given-names>F.</given-names></name></person-group> (<year>1991</year>). <article-title>Circadian secretion pattern of melatonin in Parkinson's disease</article-title>. <source>J. Neural Transm.</source> <volume>3</volume>, <fpage>41</fpage>&#x2013;<lpage>47</lpage>. doi: <pub-id pub-id-type="doi">10.1007/BF02251135</pub-id>, PMID: <pub-id pub-id-type="pmid">2064730</pub-id></citation></ref>
<ref id="ref22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fertl</surname><given-names>E.</given-names></name> <name><surname>Auff</surname><given-names>E.</given-names></name> <name><surname>Doppelbauer</surname><given-names>A.</given-names></name> <name><surname>Waldhauser</surname><given-names>F.</given-names></name></person-group> (<year>1993</year>). <article-title>Circadian secretion pattern of melatonin in de novo parkinsonian patients: evidence for phase-shifting properties of l-dopa</article-title>. <source>J. Neural Trans. Parkinson's Dis. Dementia Section</source> <volume>5</volume>, <fpage>227</fpage>&#x2013;<lpage>234</lpage>. doi: <pub-id pub-id-type="doi">10.1007/BF02257677</pub-id>, PMID: <pub-id pub-id-type="pmid">8369102</pub-id></citation></ref>
<ref id="ref23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Friedrich</surname><given-names>J. O.</given-names></name> <name><surname>Adhikari</surname><given-names>N. K.</given-names></name> <name><surname>Beyene</surname><given-names>J.</given-names></name></person-group> (<year>2008</year>). <article-title>The ratio of means method as an alternative to mean differences for analyzing continuous outcome variables in meta-analysis: a simulation study</article-title>. <source>BMC Med. Res. Methodol.</source> <volume>8</volume>, <fpage>1</fpage>&#x2013;<lpage>15</lpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2288-8-32</pub-id></citation></ref>
<ref id="ref24"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Friedrich</surname><given-names>J. O.</given-names></name> <name><surname>Adhikari</surname><given-names>N. K.</given-names></name> <name><surname>Beyene</surname><given-names>J.</given-names></name></person-group> (<year>2011</year>). doi: <pub-id pub-id-type="doi">10.1016/j.jclinepi.2010.09.016</pub-id></citation></ref>
<ref id="ref25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gao</surname><given-names>L.</given-names></name> <name><surname>Tang</surname><given-names>H.</given-names></name> <name><surname>Nie</surname><given-names>K.</given-names></name> <name><surname>Wang</surname><given-names>L.</given-names></name> <name><surname>Zhao</surname><given-names>J.</given-names></name> <name><surname>Gan</surname><given-names>R.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Cerebrospinal fluid alpha-synuclein as a biomarker for Parkinson's disease diagnosis: a systematic review and meta-analysis</article-title>. <source>Int. J. Neurosci.</source> <volume>125</volume>, <fpage>645</fpage>&#x2013;<lpage>654</lpage>. doi: <pub-id pub-id-type="doi">10.3109/00207454.2014.961454</pub-id>, PMID: <pub-id pub-id-type="pmid">25202803</pub-id></citation></ref>
<ref id="ref26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hadoush</surname><given-names>H.</given-names></name> <name><surname>Alqudah</surname><given-names>A.</given-names></name> <name><surname>Banihani</surname><given-names>S. A.</given-names></name> <name><surname>Al-Jarrah</surname><given-names>M.</given-names></name> <name><surname>Amro</surname><given-names>A.</given-names></name> <name><surname>Aldajah</surname><given-names>S.</given-names></name></person-group> (<year>2021</year>). <article-title>Melatonin serum level, sleep functions, and depression level after bilateral anodal transcranial direct current stimulation in patients with Parkinson&#x2019;s disease: a feasibility study</article-title>. <source>Sleep Sci</source> <volume>14</volume>, <fpage>25</fpage>&#x2013;<lpage>30</lpage>. doi: <pub-id pub-id-type="doi">10.5935/1984-0063.20200083</pub-id>, PMID: <pub-id pub-id-type="pmid">34917270</pub-id></citation></ref>
<ref id="ref27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hadoush</surname><given-names>H.</given-names></name> <name><surname>Lababneh</surname><given-names>T.</given-names></name> <name><surname>Banihani</surname><given-names>S. A.</given-names></name> <name><surname>Al-Jarrah</surname><given-names>M.</given-names></name> <name><surname>Jamous</surname><given-names>M.</given-names></name></person-group> (<year>2020</year>). <article-title>Melatonin and dopamine serum level associations with motor, cognitive, and sleep dysfunctions in patients with Parkinson&#x2019;s disease: a cross-sectional research study</article-title>. <source>NeuroRehabil.</source> <volume>46</volume>, <fpage>539</fpage>&#x2013;<lpage>549</lpage>. doi: <pub-id pub-id-type="doi">10.3233/NRE-203075</pub-id>, PMID: <pub-id pub-id-type="pmid">32538881</pub-id></citation></ref>
<ref id="ref28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hemil&#x00E4;</surname><given-names>H.</given-names></name> <name><surname>Chalker</surname><given-names>E.</given-names></name></person-group> (<year>2019</year>). <article-title>Vitamin C can shorten the length of stay in the ICU: a meta-analysis</article-title>. <source>Nutrients</source> <volume>11</volume>:<fpage>708</fpage>. doi: <pub-id pub-id-type="doi">10.3390/nu11040708</pub-id>, PMID: <pub-id pub-id-type="pmid">30934660</pub-id></citation></ref>
<ref id="ref29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kalia</surname><given-names>L. V.</given-names></name> <name><surname>Lang</surname><given-names>A. E.</given-names></name></person-group> (<year>2015</year>). <article-title>Parkinson's disease</article-title>. <source>Lancet</source> <volume>386</volume>, <fpage>896</fpage>&#x2013;<lpage>912</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(14)61393-3</pub-id>, PMID: <pub-id pub-id-type="pmid">25904081</pub-id></citation></ref>
<ref id="ref30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kalliolia</surname><given-names>E.</given-names></name> <name><surname>Silajd&#x017D;i&#x0107;</surname><given-names>E.</given-names></name> <name><surname>Nambron</surname><given-names>R.</given-names></name> <name><surname>Hill</surname><given-names>N. R.</given-names></name> <name><surname>Doshi</surname><given-names>A.</given-names></name> <name><surname>Frost</surname><given-names>C.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Plasma melatonin is reduced in Huntington's disease</article-title>. <source>Mov. Disord.</source> <volume>29</volume>, <fpage>1511</fpage>&#x2013;<lpage>1515</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mds.26003</pub-id>, PMID: <pub-id pub-id-type="pmid">25164424</pub-id></citation></ref>
<ref id="ref31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kataoka</surname><given-names>H.</given-names></name> <name><surname>Saeki</surname><given-names>K.</given-names></name> <name><surname>Kurumatani</surname><given-names>N.</given-names></name> <name><surname>Sugie</surname><given-names>K.</given-names></name> <name><surname>Obayashi</surname><given-names>K.</given-names></name></person-group> (<year>2020</year>). <article-title>Melatonin secretion in patients with Parkinson's disease receiving different-dose levodopa therapy</article-title>. <source>Sleep Med.</source> <volume>75</volume>, <fpage>309</fpage>&#x2013;<lpage>314</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.sleep.2020.07.043</pub-id>, PMID: <pub-id pub-id-type="pmid">32950012</pub-id></citation></ref>
<ref id="ref32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname><given-names>J.</given-names></name> <name><surname>Li</surname><given-names>W.</given-names></name> <name><surname>Wang</surname><given-names>J.</given-names></name> <name><surname>Baranov</surname><given-names>S. V.</given-names></name> <name><surname>Heath</surname><given-names>B. E.</given-names></name> <name><surname>Jia</surname><given-names>J.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Biosynthesis of neuroprotective melatonin is dysregulated in Huntington's disease</article-title>. <source>J. Pineal Res.</source> <volume>75</volume>:<fpage>e12909</fpage>. doi: <pub-id pub-id-type="doi">10.1111/jpi.12909</pub-id>, PMID: <pub-id pub-id-type="pmid">37721126</pub-id></citation></ref>
<ref id="ref33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kremer</surname><given-names>T.</given-names></name> <name><surname>Taylor</surname><given-names>K. I.</given-names></name> <name><surname>Siebourg-Polster</surname><given-names>J.</given-names></name> <name><surname>Gerken</surname><given-names>T.</given-names></name> <name><surname>Staempfli</surname><given-names>A.</given-names></name> <name><surname>Czech</surname><given-names>C.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Longitudinal analysis of multiple neurotransmitter metabolites in cerebrospinal fluid in early Parkinson's disease</article-title>. <source>Mov. Disord.</source> <volume>36</volume>, <fpage>1972</fpage>&#x2013;<lpage>1978</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mds.28608</pub-id>, PMID: <pub-id pub-id-type="pmid">33942926</pub-id></citation></ref>
<ref id="ref34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lang</surname><given-names>A. E.</given-names></name> <name><surname>Siderowf</surname><given-names>A. D.</given-names></name> <name><surname>Macklin</surname><given-names>E. A.</given-names></name> <name><surname>Poewe</surname><given-names>W.</given-names></name> <name><surname>Brooks</surname><given-names>D. J.</given-names></name> <name><surname>Fernandez</surname><given-names>H. H.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Trial of cinpanemab in early Parkinson&#x2019;s disease</article-title>. <source>N. Engl. J. Med.</source> <volume>387</volume>, <fpage>408</fpage>&#x2013;<lpage>420</lpage>. doi: <pub-id pub-id-type="doi">10.1056/NEJMoa2203395</pub-id>, PMID: <pub-id pub-id-type="pmid">35921450</pub-id></citation></ref>
<ref id="ref35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname><given-names>H. M.</given-names></name> <name><surname>Koh</surname><given-names>S.-B.</given-names></name></person-group> (<year>2015</year>). <article-title>Many faces of Parkinson&#x2019;s disease: non-motor symptoms of Parkinson&#x2019;s disease</article-title>. <source>J. Movement Disorders</source> <volume>8</volume>:<fpage>92</fpage>. doi: <pub-id pub-id-type="doi">10.14802/jmd.15003</pub-id>, PMID: <pub-id pub-id-type="pmid">26090081</pub-id></citation></ref>
<ref id="ref36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leston</surname><given-names>J.</given-names></name> <name><surname>Harth&#x00E9;</surname><given-names>C.</given-names></name> <name><surname>Brun</surname><given-names>J.</given-names></name> <name><surname>Mottolese</surname><given-names>C.</given-names></name> <name><surname>Mertens</surname><given-names>P.</given-names></name> <name><surname>Sindou</surname><given-names>M.</given-names></name> <etal/></person-group>. (<year>2010</year>). <article-title>Melatonin is released in the third ventricle in humans. A study in movement disorders</article-title>. <source>Neurosci. Lett.</source> <volume>469</volume>, <fpage>294</fpage>&#x2013;<lpage>297</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neulet.2009.12.008</pub-id>, PMID: <pub-id pub-id-type="pmid">20004701</pub-id></citation></ref>
<ref id="ref37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname><given-names>T.</given-names></name> <name><surname>Cheng</surname><given-names>C.</given-names></name> <name><surname>Jia</surname><given-names>C.</given-names></name> <name><surname>Leng</surname><given-names>Y.</given-names></name> <name><surname>Qian</surname><given-names>J.</given-names></name> <name><surname>Yu</surname><given-names>H.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Peripheral clock system abnormalities in patients with Parkinson&#x2019;s disease</article-title>. <source>Front. Aging Neurosci.</source> <volume>13</volume>:<fpage>736026</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnagi.2021.736026</pub-id>, PMID: <pub-id pub-id-type="pmid">34658839</pub-id></citation></ref>
<ref id="ref38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname><given-names>L.</given-names></name> <name><surname>Zhao</surname><given-names>Z.</given-names></name> <name><surname>Ma</surname><given-names>J.</given-names></name> <name><surname>Zheng</surname><given-names>J.</given-names></name> <name><surname>Huang</surname><given-names>S.</given-names></name> <name><surname>Hu</surname><given-names>S.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Elevated plasma melatonin levels are correlated with the non-motor symptoms in Parkinson&#x2019;s disease: a cross-sectional study</article-title>. <source>Front. Neurosci.</source> <volume>14</volume>:<fpage>505</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnins.2020.00505</pub-id>, PMID: <pub-id pub-id-type="pmid">32508583</pub-id></citation></ref>
<ref id="ref39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname><given-names>L.</given-names></name> <name><surname>Du</surname><given-names>Y.</given-names></name> <name><surname>Yuan</surname><given-names>S.</given-names></name> <name><surname>Shen</surname><given-names>J.</given-names></name> <name><surname>Lin</surname><given-names>X.</given-names></name> <name><surname>Zheng</surname><given-names>Z.</given-names></name></person-group> (<year>2014</year>). <article-title>Serum melatonin is an alternative index of Parkinson's disease severity</article-title>. <source>Brain Res.</source> <volume>1547</volume>, <fpage>43</fpage>&#x2013;<lpage>48</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.brainres.2013.12.021</pub-id>, PMID: <pub-id pub-id-type="pmid">24384141</pub-id></citation></ref>
<ref id="ref40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mcghee</surname><given-names>D. J.</given-names></name> <name><surname>Royle</surname><given-names>P. L.</given-names></name> <name><surname>Thompson</surname><given-names>P. A.</given-names></name> <name><surname>Wright</surname><given-names>D. E.</given-names></name> <name><surname>Zajicek</surname><given-names>J. P.</given-names></name> <name><surname>Counsell</surname><given-names>C. E.</given-names></name></person-group> (<year>2013</year>). <article-title>A systematic review of biomarkers for disease progression in Parkinson&#x2019;s disease</article-title>. <source>BMC Neurol.</source> <volume>13</volume>, <fpage>1</fpage>&#x2013;<lpage>13</lpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2377-13-35</pub-id></citation></ref>
<ref id="ref41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Milanowski</surname><given-names>J.</given-names></name> <name><surname>Kozerawski</surname><given-names>K.</given-names></name> <name><surname>Fal&#x0119;cka</surname><given-names>W.</given-names></name> <name><surname>Dudek</surname><given-names>D.</given-names></name> <name><surname>Lisewska</surname><given-names>B.</given-names></name> <name><surname>Lisewski</surname><given-names>P.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Changes in the secretion of melatonin and selected adipokines during the progression of Parkinson&#x2019;s disease&#x2014;preliminary studies</article-title>. <source>Meta</source> <volume>13</volume>:<fpage>668</fpage>. doi: <pub-id pub-id-type="doi">10.3390/metabo13050668</pub-id>, PMID: <pub-id pub-id-type="pmid">37233709</pub-id></citation></ref>
<ref id="ref42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mollenhauer</surname><given-names>B.</given-names></name> <name><surname>Dakna</surname><given-names>M.</given-names></name> <name><surname>Kruse</surname><given-names>N.</given-names></name> <name><surname>Galasko</surname><given-names>D.</given-names></name> <name><surname>Foroud</surname><given-names>T.</given-names></name> <name><surname>Zetterberg</surname><given-names>H.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Validation of serum neurofilament light chain as a biomarker of Parkinson's disease progression</article-title>. <source>Mov. Disord.</source> <volume>35</volume>, <fpage>1999</fpage>&#x2013;<lpage>2008</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mds.28206</pub-id>, PMID: <pub-id pub-id-type="pmid">32798333</pub-id></citation></ref>
<ref id="ref43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moola</surname><given-names>S.</given-names></name> <name><surname>Munn</surname><given-names>Z.</given-names></name> <name><surname>Sears</surname><given-names>K.</given-names></name> <name><surname>Sfetcu</surname><given-names>R.</given-names></name> <name><surname>Currie</surname><given-names>M.</given-names></name> <name><surname>Lisy</surname><given-names>K.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Conducting systematic reviews of association (etiology): the Joanna Briggs institute's approach</article-title>. <source>JBI Evid. Implement.</source> <volume>13</volume>, <fpage>163</fpage>&#x2013;<lpage>169</lpage>. doi: <pub-id pub-id-type="doi">10.1097/XEB.0000000000000064</pub-id></citation></ref>
<ref id="ref44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>M&#x00F6;rkl</surname><given-names>S.</given-names></name> <name><surname>M&#x00FC;ller</surname><given-names>N. J.</given-names></name> <name><surname>Blesl</surname><given-names>C.</given-names></name> <name><surname>Wilkinson</surname><given-names>L.</given-names></name> <name><surname>Tmava</surname><given-names>A.</given-names></name> <name><surname>Wurm</surname><given-names>W.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Problem solving, impulse control and planning in patients with early-and late-stage Huntington&#x2019;s disease</article-title>. <source>Eur. Arch. Psychiatry Clin. Neurosci.</source> <volume>266</volume>, <fpage>663</fpage>&#x2013;<lpage>671</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00406-016-0707-4</pub-id>, PMID: <pub-id pub-id-type="pmid">27372072</pub-id></citation></ref>
<ref id="ref45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Munn</surname><given-names>Z.</given-names></name> <name><surname>Barker</surname><given-names>T. H.</given-names></name> <name><surname>Moola</surname><given-names>S.</given-names></name> <name><surname>Tufanaru</surname><given-names>C.</given-names></name> <name><surname>Stern</surname><given-names>C.</given-names></name> <name><surname>Mcarthur</surname><given-names>A.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Methodological quality of case series studies: an introduction to the Jbi critical appraisal tool</article-title>. <source>JBI Evid. Synth.</source> <volume>18</volume>, <fpage>2127</fpage>&#x2013;<lpage>2133</lpage>. doi: <pub-id pub-id-type="doi">10.11124/JBISRIR-D-19-00099</pub-id>, PMID: <pub-id pub-id-type="pmid">33038125</pub-id></citation></ref>
<ref id="ref46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olsson</surname><given-names>B.</given-names></name> <name><surname>Lautner</surname><given-names>R.</given-names></name> <name><surname>Andreasson</surname><given-names>U.</given-names></name> <name><surname>&#x00D6;hrfelt</surname><given-names>A.</given-names></name> <name><surname>Portelius</surname><given-names>E.</given-names></name> <name><surname>Bjerke</surname><given-names>M.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Csf and blood biomarkers for the diagnosis of Alzheimer's disease: a systematic review and meta-analysis</article-title>. <source>Lancet Neurol.</source> <volume>15</volume>, <fpage>673</fpage>&#x2013;<lpage>684</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S1474-4422(16)00070-3</pub-id>, PMID: <pub-id pub-id-type="pmid">27068280</pub-id></citation></ref>
<ref id="ref47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Page</surname><given-names>M. J.</given-names></name> <name><surname>Mckenzie</surname><given-names>J. E.</given-names></name> <name><surname>Bossuyt</surname><given-names>P. M.</given-names></name> <name><surname>Boutron</surname><given-names>I.</given-names></name> <name><surname>Hoffmann</surname><given-names>T. C.</given-names></name> <name><surname>Mulrow</surname><given-names>C. D.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>The prisma 2020 statement: an updated guideline for reporting systematic reviews</article-title>. <source>BMJ</source> <volume>372</volume>, <fpage>1</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.1136/bmj.n71</pub-id></citation></ref>
<ref id="ref48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pandi-Perumal</surname><given-names>S. R.</given-names></name> <name><surname>Trakht</surname><given-names>I.</given-names></name> <name><surname>Srinivasan</surname><given-names>V.</given-names></name> <name><surname>Spence</surname><given-names>D. W.</given-names></name> <name><surname>Maestroni</surname><given-names>G. J.</given-names></name> <name><surname>Zisapel</surname><given-names>N.</given-names></name> <etal/></person-group>. (<year>2008</year>). <article-title>Physiological effects of melatonin: role of melatonin receptors and signal transduction pathways</article-title>. <source>Prog. Neurobiol.</source> <volume>85</volume>, <fpage>335</fpage>&#x2013;<lpage>353</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.pneurobio.2008.04.001</pub-id>, PMID: <pub-id pub-id-type="pmid">18571301</pub-id></citation></ref>
<ref id="ref49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Park</surname><given-names>S. B.</given-names></name> <name><surname>Kwon</surname><given-names>K.-Y.</given-names></name> <name><surname>Lee</surname><given-names>J.-Y.</given-names></name> <name><surname>Im</surname><given-names>K.</given-names></name> <name><surname>Sunwoo</surname><given-names>J.-S.</given-names></name> <name><surname>Lee</surname><given-names>K. B.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Lack of association between dopamine transporter loss and non-motor symptoms in patients with Parkinson&#x2019;s disease: a detailed PET analysis of 12 striatal subregions</article-title>. <source>Neurol. Sci.</source> <volume>40</volume>, <fpage>311</fpage>&#x2013;<lpage>317</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10072-018-3632-7</pub-id>, PMID: <pub-id pub-id-type="pmid">30415448</pub-id></citation></ref>
<ref id="ref50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Podvin</surname><given-names>S.</given-names></name> <name><surname>Reardon</surname><given-names>H. T.</given-names></name> <name><surname>Yin</surname><given-names>K.</given-names></name> <name><surname>Mosier</surname><given-names>C.</given-names></name> <name><surname>Hook</surname><given-names>V.</given-names></name></person-group> (<year>2019</year>). <article-title>Multiple clinical features of Huntington&#x2019;s disease correlate with mutant Htt gene cag repeat lengths and neurodegeneration</article-title>. <source>J. Neurol.</source> <volume>266</volume>, <fpage>551</fpage>&#x2013;<lpage>564</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00415-018-8940-6</pub-id>, PMID: <pub-id pub-id-type="pmid">29956026</pub-id></citation></ref>
<ref id="ref51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Radad</surname><given-names>K.</given-names></name> <name><surname>Moldzio</surname><given-names>R.</given-names></name> <name><surname>Krewenka</surname><given-names>C.</given-names></name> <name><surname>Kranner</surname><given-names>B.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Pathophysiology of non-motor signs in Parkinson&#x2019;s disease: some recent updating with brief presentation</article-title>. <source>Expl. Neuroprot. Ther.</source> <volume>3</volume>, <fpage>24</fpage>&#x2013;<lpage>46</lpage>. doi: <pub-id pub-id-type="doi">10.37349/ent.2023.00036</pub-id></citation></ref>
<ref id="ref52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reed</surname><given-names>E. R.</given-names></name> <name><surname>Latourelle</surname><given-names>J. C.</given-names></name> <name><surname>Bockholt</surname><given-names>J. H.</given-names></name> <name><surname>Bregu</surname><given-names>J.</given-names></name> <name><surname>Smock</surname><given-names>J.</given-names></name> <name><surname>Paulsen</surname><given-names>J. S.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Micrornas in Csf as prodromal biomarkers for Huntington disease in the predict-Hd study</article-title>. <source>Neurology</source> <volume>90</volume>, <fpage>e264</fpage>&#x2013;<lpage>e272</lpage>. doi: <pub-id pub-id-type="doi">10.1212/WNL.0000000000004844</pub-id>, PMID: <pub-id pub-id-type="pmid">29282329</pub-id></citation></ref>
<ref id="ref53"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Reiter</surname><given-names>R.</given-names></name> <name><surname>Sharma</surname><given-names>R.</given-names></name> <name><surname>Ma</surname><given-names>Q.</given-names></name> <name><surname>Rosales Corral</surname><given-names>S.</given-names></name> <name><surname>Manucha</surname><given-names>W. A. F.</given-names></name></person-group> (<year>2020</year>). <source>Circadian and non-circadian melatonin: Influence on glucose metabolism in cancer cells</source>. <source>J. Curr. Sci. Tech.</source></citation></ref>
<ref id="ref54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ross</surname><given-names>C. A.</given-names></name> <name><surname>Aylward</surname><given-names>E. H.</given-names></name> <name><surname>Wild</surname><given-names>E. J.</given-names></name> <name><surname>Langbehn</surname><given-names>D. R.</given-names></name> <name><surname>Long</surname><given-names>J. D.</given-names></name> <name><surname>Warner</surname><given-names>J. H.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Huntington disease: natural history, biomarkers and prospects for therapeutics</article-title>. <source>Nat. Rev. Neurol.</source> <volume>10</volume>, <fpage>204</fpage>&#x2013;<lpage>216</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nrneurol.2014.24</pub-id>, PMID: <pub-id pub-id-type="pmid">24614516</pub-id></citation></ref>
<ref id="ref55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ross</surname><given-names>C. A.</given-names></name> <name><surname>Tabrizi</surname><given-names>S. J.</given-names></name></person-group> (<year>2011</year>). <article-title>Huntington's disease: from molecular pathogenesis to clinical treatment</article-title>. <source>Lancet Neurol.</source> <volume>10</volume>, <fpage>83</fpage>&#x2013;<lpage>98</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S1474-4422(10)70245-3</pub-id>, PMID: <pub-id pub-id-type="pmid">21163446</pub-id></citation></ref>
<ref id="ref56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Santanavanich</surname><given-names>C.</given-names></name> <name><surname>Chetsawang</surname><given-names>B.</given-names></name> <name><surname>Ebadi</surname><given-names>M.</given-names></name> <name><surname>Govitrapong</surname><given-names>P.</given-names></name></person-group> (<year>2003</year>). <article-title>Effects of D1-and D2-dopamine receptor activation on melatonin synthesis in bovine pinealocytes</article-title>. <source>J. Pineal Res.</source> <volume>35</volume>, <fpage>169</fpage>&#x2013;<lpage>176</lpage>. doi: <pub-id pub-id-type="doi">10.1034/j.1600-079X.2003.00073.x</pub-id>, PMID: <pub-id pub-id-type="pmid">12932200</pub-id></citation></ref>
<ref id="ref57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sterne</surname><given-names>J. A.</given-names></name> <name><surname>Egger</surname><given-names>M.</given-names></name> <name><surname>Smith</surname><given-names>G. D.</given-names></name></person-group> (<year>2001</year>). <article-title>Investigating and dealing with publication and other biases in meta-analysis</article-title>. <source>BMJ</source> <volume>323</volume>, <fpage>101</fpage>&#x2013;<lpage>105</lpage>. doi: <pub-id pub-id-type="doi">10.1136/bmj.323.7304.101</pub-id>, PMID: <pub-id pub-id-type="pmid">11451790</pub-id></citation></ref>
<ref id="ref58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tysnes</surname><given-names>O.-B.</given-names></name> <name><surname>Storstein</surname><given-names>A.</given-names></name></person-group> (<year>2017</year>). <article-title>Epidemiology of Parkinson&#x2019;s disease</article-title>. <source>J. Neural Transm.</source> <volume>124</volume>, <fpage>901</fpage>&#x2013;<lpage>905</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00702-017-1686-y</pub-id>, PMID: <pub-id pub-id-type="pmid">28150045</pub-id></citation></ref>
<ref id="ref59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Uysal</surname><given-names>H. A.</given-names></name> <name><surname>Irem T&#x0131;ft&#x0131;kc&#x0131;o&#x011F;lu</surname><given-names>B.</given-names></name> <name><surname>&#x00D6;cek</surname><given-names>L.</given-names></name> <name><surname>Zorlu</surname><given-names>Y.</given-names></name></person-group> (<year>2019</year>). <article-title>Serum levels of melatonin and sleep evaluation scales in the diagnosis of sleep disorders in patients with idiopathic Parkinson&#x2019;s disease</article-title>. <source>Arch. Neuropsychiatry</source> <volume>56</volume>:<fpage>264</fpage>. doi: <pub-id pub-id-type="doi">10.5152/npa.2017.19367</pub-id></citation></ref>
<ref id="ref60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vermeiren</surname><given-names>Y.</given-names></name> <name><surname>Hirschberg</surname><given-names>Y.</given-names></name> <name><surname>Mertens</surname><given-names>I.</given-names></name> <name><surname>de Deyn</surname><given-names>P. P.</given-names></name></person-group> (<year>2020</year>). <article-title>Biofluid markers for prodromal Parkinson's disease: evidence from a catecholaminergic perspective</article-title>. <source>Front. Neurol.</source> <volume>11</volume>:<fpage>595</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fneur.2020.00595</pub-id>, PMID: <pub-id pub-id-type="pmid">32760338</pub-id></citation></ref>
<ref id="ref61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Videnovic</surname><given-names>A.</given-names></name> <name><surname>Lazar</surname><given-names>A. S.</given-names></name> <name><surname>Barker</surname><given-names>R. A.</given-names></name> <name><surname>Overeem</surname><given-names>S.</given-names></name></person-group> (<year>2014a</year>). <article-title>'The clocks that time us'&#x2014;circadian rhythms in neurodegenerative disorders</article-title>. <source>Nat. Rev. Neurol.</source> <volume>10</volume>, <fpage>683</fpage>&#x2013;<lpage>693</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nrneurol.2014.206</pub-id>, PMID: <pub-id pub-id-type="pmid">25385339</pub-id></citation></ref>
<ref id="ref62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Videnovic</surname><given-names>A.</given-names></name> <name><surname>Noble</surname><given-names>C.</given-names></name> <name><surname>Reid</surname><given-names>K. J.</given-names></name> <name><surname>Peng</surname><given-names>J.</given-names></name> <name><surname>Turek</surname><given-names>F. W.</given-names></name> <name><surname>Marconi</surname><given-names>A.</given-names></name> <etal/></person-group>. (<year>2014b</year>). <article-title>Circadian melatonin rhythm and excessive daytime sleepiness in Parkinson disease</article-title>. <source>JAMA Neurol.</source> <volume>71</volume>, <fpage>463</fpage>&#x2013;<lpage>469</lpage>. doi: <pub-id pub-id-type="doi">10.1001/jamaneurol.2013.6239</pub-id>, PMID: <pub-id pub-id-type="pmid">24566763</pub-id></citation></ref>
<ref id="ref63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wager</surname><given-names>E.</given-names></name> <name><surname>Wiffen</surname><given-names>P. J.</given-names></name></person-group> (<year>2011</year>). <article-title>Ethical issues in preparing and publishing systematic reviews</article-title>. <source>J. Evid.-Based Med.</source> <volume>4</volume>, <fpage>130</fpage>&#x2013;<lpage>134</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1756-5391.2011.01122.x</pub-id>, PMID: <pub-id pub-id-type="pmid">23672703</pub-id></citation></ref>
<ref id="ref64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wei</surname><given-names>H.</given-names></name> <name><surname>Du</surname><given-names>M.</given-names></name> <name><surname>Bai</surname><given-names>H.</given-names></name></person-group> (<year>2019</year>). <article-title>Correlations of melatonin and glutathione levels with oxidative stress mechanism in Parkinson&#x2019;s disease</article-title>. <source>Acta Acad. Med. Sin.</source> <volume>41</volume>, <fpage>183</fpage>&#x2013;<lpage>187</lpage>. doi: <pub-id pub-id-type="doi">10.3881/j.issn.1000-503X.10775</pub-id></citation></ref>
<ref id="ref65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname><given-names>Y.-H.</given-names></name> <name><surname>Wang</surname><given-names>D.-W.</given-names></name> <name><surname>Xu</surname><given-names>S.-F.</given-names></name> <name><surname>Zhang</surname><given-names>S.</given-names></name> <name><surname>Fan</surname><given-names>Y.-G.</given-names></name> <name><surname>Yang</surname><given-names>Y.-Y.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>&#x0391;-Lipoic acid improves abnormal behavior by mitigation of oxidative stress, inflammation, ferroptosis, and tauopathy in P301S tau transgenic mice</article-title>. <source>Redox Biol.</source> <volume>14</volume>, <fpage>535</fpage>&#x2013;<lpage>548</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.redox.2017.11.001</pub-id>, PMID: <pub-id pub-id-type="pmid">29126071</pub-id></citation></ref>
<ref id="ref66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname><given-names>L.</given-names></name> <name><surname>Yang</surname><given-names>J.</given-names></name> <name><surname>Xing</surname><given-names>D.</given-names></name> <name><surname>Zhang</surname><given-names>Y.</given-names></name> <name><surname>Qi</surname><given-names>L.</given-names></name> <name><surname>Li</surname><given-names>P.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Correlation between serum A-Syn and Mlt and disease course and severity in patients with Parkinson's disease</article-title>. <source>Acta Med. Mediterr.</source> <volume>37</volume>, <fpage>1559</fpage>&#x2013;<lpage>1563</lpage>. doi: <pub-id pub-id-type="doi">10.19193/0393-6384_2021_3_249</pub-id></citation></ref>
<ref id="ref67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zuzu&#x00E1;rregui</surname><given-names>J. R. P.</given-names></name> <name><surname>Ostrem</surname><given-names>J. L.</given-names></name></person-group> (<year>2020</year>). <article-title>The impact of deep brain stimulation on sleep in Parkinson&#x2019;s disease: an update</article-title>. <source>J. Parkinsons Dis.</source> <volume>10</volume>, <fpage>393</fpage>&#x2013;<lpage>404</lpage>. doi: <pub-id pub-id-type="doi">10.3233/JPD-191862</pub-id>, PMID: <pub-id pub-id-type="pmid">32250316</pub-id></citation></ref>
</ref-list>
<glossary>
<def-list>
<title>Glossary</title>
<def-item>
<term>PD</term>
<def>
<p>Parkinson&#x2019;s disease</p>
</def>
</def-item>
<def-item>
<term>HD</term>
<def>
<p>Huntington&#x2019;s disease</p>
</def>
</def-item>
<def-item>
<term>RoM</term>
<def>
<p>Ratio of Mean</p>
</def>
</def-item>
<def-item>
<term>CSF</term>
<def>
<p>Cerebrospinal fluid</p>
</def>
</def-item>
<def-item>
<term>ELISA</term>
<def>
<p>Enzyme-linked immunosorbent assay</p>
</def>
</def-item>
<def-item>
<term>RIA</term>
<def>
<p>Radioimmunoassay</p>
</def>
</def-item>
<def-item>
<term>EDS</term>
<def>
<p>Excessive daytime sleepiness</p>
</def>
</def-item>
<def-item>
<term>RBD</term>
<def>
<p>Rapid eye movement sleep behavior disorders</p>
</def>
</def-item>
<def-item>
<term>REML</term>
<def>
<p>restricted maximum likelihood method</p>
</def>
</def-item>
<def-item>
<term>FEM</term>
<def>
<p>Fixed effects model</p>
</def>
</def-item>
<def-item>
<term>REM</term>
<def>
<p>Random effects model</p>
</def>
</def-item>
<def-item>
<term>H-Y stage</term>
<def>
<p>Hoehn-Yahr stage</p>
</def>
</def-item>
<def-item>
<term>UPDRS</term>
<def>
<p>unified Parkinson&#x2019;s disease rating scale</p>
</def>
</def-item>
<def-item>
<term>UHDRS</term>
<def>
<p>unified Huntington&#x2019;s Disease rating scale</p>
</def>
</def-item>
<def-item>
<term>AUC</term>
<def>
<p>Area under the Curve</p>
</def>
</def-item>
<def-item>
<term>CAG trinucleotide</term>
<def>
<p>Cytosine, Adenine, Guanine trinucleotide</p>
</def>
</def-item>
<def-item>
<term>PRISMA</term>
<def>
<p>Preferred reporting items for systematic reviews and meta-analyses</p>
</def>
</def-item>
<def-item>
<term>PROSPERO</term>
<def>
<p>International prospective register of systematic reviews</p>
</def>
</def-item>
<def-item>
<term>JBI</term>
<def>
<p>Joanna Briggs institute</p>
</def>
</def-item>
<def-item>
<term>SD</term>
<def>
<p>Standard deviation</p>
</def>
</def-item>
<def-item>
<term>SEM</term>
<def>
<p>Standard error of Mean</p>
</def>
</def-item>
<def-item>
<term>IQR</term>
<def>
<p>Interquartile range</p>
</def>
</def-item>
<def-item>
<term>med-PD</term>
<def>
<p>Medicated Parkinson disease</p>
</def>
</def-item>
<def-item>
<term>R1</term>
<def>
<p>Reviewer 1</p>
</def>
</def-item>
<def-item>
<term>R2</term>
<def>
<p>Reviewer 2</p>
</def>
</def-item>
<def-item>
<term>R3</term>
<def>
<p>Reviewer 3</p>
</def>
</def-item>
<def-item>
<term>NfL</term>
<def>
<p>Neurofilament light protein</p>
</def>
</def-item>
</def-list>
</glossary>
</back>
</article>