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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nutr.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Nutrition</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nutr.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2296-861X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnut.2026.1742464</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Systematic Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Timing-dependent effects of melatonin supplementation on exercise performance and exercise-induced muscle damage: a systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes"><name><surname>Guo</surname> <given-names>Jintao</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author"><name><surname>Zhou</surname> <given-names>Lin</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes"><name><surname>Gu</surname> <given-names>Jinfa</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author"><name><surname>Sun</surname> <given-names>Jie</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author"><name><surname>Liu</surname> <given-names>Guangsong</given-names></name><xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author" corresp="yes"><name><surname>Wei</surname> <given-names>Chao</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><label>1</label><institution>School of Physical Education, Shandong University</institution>, <city>Jinan</city>, <state>Shandong</state>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Beijing Sport University</institution>, <city>Beijing</city>, <country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>Exercise &#x0026; Sports Science Programme, School of Health Sciences, Universiti Sains Malaysia</institution>, <city>Kubang Kerian</city>, <state>Kelantan</state>, <country country="my">Malaysia</country></aff>
<aff id="aff4"><label>4</label><institution>University of Jinan</institution>, <city>Jinan</city>, <state>Shandong</state>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Chao Wei, <email xlink:href="mailto:202285000043@sdu.edu.cn">202285000043@sdu.edu.cn</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-13">
<day>13</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>13</volume>
<elocation-id>1742464</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>09</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Guo, Zhou, Gu, Sun, Liu and Wei.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Guo, Zhou, Gu, Sun, Liu and Wei</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-13">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Melatonin, an endogenous neurohormone with both chronobiotic and antioxidant properties, has been proposed as a nutritional aid for recovery and performance optimization. However, its timing-dependent effects on athletic performance remain unclear. This systematic review and meta-analysis aimed to evaluate the timing-dependent effects of melatonin supplementation on exercise performance and exercise-induced muscle damage in athletes and physically active individuals.</p>
</sec>
<sec>
<title>Methods</title>
<p>A comprehensive search of PubMed, Web of Science, SPORTDiscus, and Cochrane Library was conducted from inception to September 2025. Only randomized controlled trials (RCTs) published in English examining melatonin versus placebo effects on athletic performance and muscle damage biomarkers were included.</p>
</sec>
<sec>
<title>Results</title>
<p>In total, 19 RCTs involving 266 participants met the inclusion criteria. Meta-analysis revealed small effects on explosive power (SMD&#x202F;=&#x202F;0.29, 95% CI: 0.05 to 0.53, <italic>p</italic>&#x202F;=&#x202F;0.02, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%) and moderate effects on endurance performance (SMD&#x202F;=&#x202F;0.58, 95% CI: 0.29 to 0.87, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;46%). Melatonin significantly reduced creatine kinase levels (SMD&#x202F;=&#x202F;0.59, 95% CI: 0.29 to 0.89, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%), with non-significant effects on lactate dehydrogenase (SMD&#x202F;=&#x202F;0.45, 95% CI: &#x2212;0.03 to 0.94, <italic>p</italic>&#x202F;=&#x202F;0.07, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;56%). Subgroup analyses revealed timing-dependent effects: evening administration with &#x003E;6-h exercise intervals produced superior benefits for both endurance performance and explosive power compared to daytime administration or shorter intervals. Higher doses (6&#x2013;10&#x202F;mg) and athlete populations demonstrated greater improvements, while adolescents (&#x2264;18&#x202F;years) showed enhanced explosive power responses.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>These findings suggest that melatonin supplementation, particularly when administered in the evening with adequate timing intervals, enhances endurance performance and reduces exercise-induced muscle damage in athletes during intensive training periods.</p>
</sec>
<sec>
<title>Systematic review registration</title>
<p><ext-link xlink:href="https://www.crd.york.ac.uk/PROSPERO/view/CRD420251178430" ext-link-type="uri">https://www.crd.york.ac.uk/PROSPERO/view/CRD420251178430</ext-link>, Identifier (CRD420251178430).</p>
</sec>
</abstract>
<kwd-group>
<kwd>athletic performance</kwd>
<kwd>endurance performance</kwd>
<kwd>meta-analysis</kwd>
<kwd>muscle damage biomarkers</kwd>
<kwd>nutritional supplementation</kwd>
<kwd>systematic review</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="12"/>
<table-count count="5"/>
<equation-count count="1"/>
<ref-count count="48"/>
<page-count count="19"/>
<word-count count="10318"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Sport and Exercise Nutrition</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Optimizing athletic performance while attenuating exercise-induced muscle damage (EIMD) is a central goal in sports science and applied training practice. High-intensity or prolonged exercise inevitably induces mechanical strain, oxidative stress, and inflammatory responses within skeletal muscle, which can manifest as delayed-onset muscle soreness, elevated muscle damage biomarkers, and transient impairments in force production and endurance capacity (<xref ref-type="bibr" rid="ref1 ref2 ref3">1&#x2013;3</xref>). When recovery is incomplete, repeated EIMD may accumulate across training microcycles, ultimately compromising training adaptation and increasing the risk of overreaching or injury (<xref ref-type="bibr" rid="ref4 ref5 ref6">4&#x2013;6</xref>).</p>
<p>Melatonin is an endogenous indoleamine mainly secreted by the pineal gland with a well-known role in regulating circadian rhythms and sleep&#x2013;wake cycles (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref8">8</xref>). Beyond its chronobiotic effects, melatonin exerts potent antioxidant and anti-inflammatory actions, acting both as a direct scavenger of reactive oxygen and nitrogen species and as a modulator of antioxidant defense systems (<xref ref-type="bibr" rid="ref9 ref10 ref11 ref12">9&#x2013;12</xref>). Experimental and clinical studies suggest that melatonin can reduce oxidative stress, limit secondary tissue damage, and modulate immune responses after various noxious stimuli (<xref ref-type="bibr" rid="ref13 ref14 ref15 ref16">13&#x2013;16</xref>). These properties make melatonin a theoretically attractive candidate for protecting skeletal muscle from exercise-induced damage and for supporting recovery in athletes and physically active individuals.</p>
<p>At the same time, melatonin&#x2019;s hypnotic and sedative properties raise important concerns for its use around exercise. Daytime or pre-exercise ingestion may induce drowsiness, slow reaction time, and negatively affect vigilance or neuromuscular performance, especially in tasks requiring high levels of arousal and coordination (<xref ref-type="bibr" rid="ref17 ref18 ref19">17&#x2013;19</xref>). Moreover, melatonin secretion and responsiveness are strongly time-dependent, being closely linked to the light&#x2013;dark cycle and circadian phase (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref20">20</xref>). As a result, the net impact of melatonin supplementation on athletic performance and EIMD is expected to depend critically on the timing of ingestion (daytime vs. evening, proximity to exercise) and the duration of supplementation (acute vs. repeated dosing).</p>
<p>Over the past decade, randomized controlled trials have investigated the effects of melatonin supplementation on various aspects of athletic performance (e.g., endurance tests, sprinting, strength, and power) and on blood biomarkers of muscle damage and tissue stress [e.g., creatine kinase (CK), lactate dehydrogenase (LDH)] in athletes and physically active individuals. However, findings are inconsistent: some studies report attenuated rises in muscle damage biomarkers or improved recovery, whereas others show trivial or even potentially detrimental effects on performance outcomes (<xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref21 ref22 ref23">21&#x2013;23</xref>). Furthermore, most narrative reviews and previous quantitative syntheses have focused on the general antioxidant or clinical effects of melatonin, with limited emphasis on sports-specific endpoints. To the best of our knowledge, no systematic review has comprehensively quantified the impact of melatonin on both athletic performance and EIMD while explicitly considering supplementation timing and duration as potential effect modifiers.</p>
<p>Therefore, this systematic review and meta-analysis aimed to synthesize randomized controlled trials evaluating melatonin supplementation in athletes and physically active individuals, with two primary objectives: (1) to quantify the effects of melatonin, compared with placebo, on athletic performance, with particular focus on endurance and explosive power outcomes; and (2) to determine whether melatonin attenuates exercise-induced muscle damage, primarily indexed by serum CK and LDH. A secondary objective was to explore whether the effects of melatonin on these outcomes are modified by supplementation timing (time of day and administration-to-exercise interval) and supplementation duration (acute vs. short-term protocols). By clarifying these questions, this review seeks to provide evidence-based guidance on whether, when, and how melatonin supplementation may be beneficial or detrimental in athletic settings.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<p>This systematic review and meta-analysis was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines (<xref ref-type="bibr" rid="ref1">1</xref>) and was registered (<xref ref-type="bibr" rid="ref2">2</xref>) in PROSPERO (registration number: CRD420251178430), an international prospective register of systematic reviews.</p>
<sec id="sec3">
<label>2.1</label>
<title>Literature search</title>
<p>Two authors (JG and XY) independently conducted a comprehensive literature search in four electronic databases&#x2014;PubMed, Web of Science (WoS), SPORTDiscus (via EBSCOhost), and the Cochrane Library&#x2014;to identify studies published from inception to September 2025. Boolean logic operators (&#x201C;AND,&#x201D; &#x201C;OR&#x201D;) were applied to combine relevant keywords related to melatonin supplementation, exercise performance, and muscle damage biomarkers.</p>
<p>Reference lists of included studies were also manually screened to identify any additional relevant publications. The search was restricted to English-language articles. Any disagreements between the two reviewers (JG and XY) were resolved through discussion, and if consensus could not be reached, a third reviewer (LP) adjudicated. The complete search strategy for each database is summarized in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Literature search inclusion and exclusion criteria</title>
<p>Inclusion criteria were based on the PICOS framework: (1) population: athletes or physically active individuals of all training levels (recreational, amateur, professional, and elite), with no restrictions on age or sex; (2) intervention: melatonin supplementation as either a standalone intervention or combined with other treatment modalities, with no restrictions on melatonin dosage, timing of administration, or mode of administration; (3) comparison: control groups receiving placebo combined with regular exercise training or testing protocols, with control groups undergoing identical exercise protocols as intervention groups, with only the supplement being replaced by placebo instead of melatonin; (4) outcome: studies reporting primary quantitative data for evaluating exercise performance outcomes (including but not limited to aerobic capacity, anaerobic performance, muscle strength, power output, endurance, and reaction time) and/or exercise-induced injury markers (including but not limited to oxidative stress markers, inflammatory markers, muscle damage markers, and immune function indicators), with sufficient statistical parameters (means, standard deviations, and sample sizes) for meta-analysis; (5) study design: randomized controlled trial (RCT) or randomized crossover trial designs; (6) peer-reviewed published articles.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Data extraction</title>
<p>The primary data for this study were outcome measures of exercise performance-related indicators and exercise-induced muscle damage markers assessed in the included studies. Other relevant data extracted included study reference, study design, participant characteristics (sample size, age, gender distribution, training status, training experience, and physical fitness level), intervention details (melatonin dose, timing of administration, administration method, and supplementation duration), control conditions (placebo type and administration method), outcome assessment methods, and primary study results (statistical parameters such as means, standard deviations, and sample sizes).</p>
<p>For studies where full-text articles were unavailable or outcome data were not directly reported in sufficient detail for meta-analysis, the corresponding authors were contacted via email to request the missing information. Authors were given a 14-day response period. Studies for which no response was received within this timeframe or for which requested data could not be obtained were excluded from the quantitative synthesis.</p>
<p>Only studies that provided directly reported mean values and standard deviations (SD) were included in the meta-analysis. For studies reporting standard error (SE) instead of SD, data were converted using the following formula:</p>
<disp-formula id="E1">
<mml:math id="M1">
<mml:mi>SD</mml:mi>
<mml:mo>=</mml:mo>
<mml:mi>SE</mml:mi>
<mml:mo>&#x00D7;</mml:mo>
<mml:mo>&#x221A;</mml:mo>
<mml:mi>n</mml:mi>
</mml:math>
</disp-formula>
<p>where <italic>n</italic> represents the sample size of the respective group. This conversion was performed to ensure consistency in effect size calculations across all included studies. All data conversions were independently verified by two reviewers to ensure accuracy.</p>
<p>Exercise performance outcomes included various field and laboratory tests assessing aerobic capacity, anaerobic performance, muscle strength, power output, endurance, and reaction time. Biochemical markers of muscle damage, oxidative stress, and inflammation were assessed through venous blood sampling in all included studies. Blood samples were collected at baseline and at predetermined time points post-exercise according to each study&#x2019;s protocol, and analyzed using standard laboratory procedures. The specific categorization and operational definitions of performance domains and biomarker classifications are detailed in Sections 2.5.1 and 2.5.2.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Risk of bias assessment and summary of evidence</title>
<p>The included studies were assessed for risk of bias using the Cochrane risk-of-bias tool for randomized trials&#x2014;version 2 (ROB2) tool (<xref ref-type="bibr" rid="ref3">3</xref>). Five domains are included in the ROB2 as bias arising from the randomization process, bias due to deviations from intended interventions, bias due to missing outcome data, bias in measurement of the outcome, and bias in selection of the reported result. Two reviewers independently assessed each included study, and any disagreements were resolved through discussion or consultation with other reviewers. The risk-of-bias judgment for the RCTs was considered as low risk of bias, some concerns, or high risk of bias in each domain.</p>
<p>After conducting the meta-analysis, the quality of evidence for each outcome was further assessed using the Grades of Recommendation, Assessment, Development, and Evaluation (GRADE) framework. The justifications of GRADE are based on potential study limitations, the consistency of effects, the precision of results, and the relevance (directness) of evidence, providing a comprehensive appraisal of the pooled evidence&#x2019;s quality. According to these domains, the GRADE system can justify the certainty or confidence in the evidence as a continuum of four categories, ranging from high, moderate, low, and very low (<xref ref-type="bibr" rid="ref4">4</xref>).</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Statistical analysis</title>
<p>Data extraction and statistical analyses were performed independently by two researchers. The standardized mean difference (SMD; Cohen&#x2019;s d) with corresponding 95% confidence intervals (CI) was chosen as the primary effect size to evaluate the effects of melatonin supplementation versus placebo on exercise performance and muscle damage biomarkers.</p>
<sec id="sec8">
<label>2.5.1</label>
<title>Performance domain categorization</title>
<p>Exercise performance outcomes were systematically categorized into four distinct domains based on the primary physiological systems and motor abilities assessed: (1) explosive power performance&#x2014;assessments of anaerobic power output and rapid force generation, including power output measurements, squat jump (SJ), and countermovement jump (CMJ) tests; (2) endurance performance&#x2014;tests measuring aerobic capacity and sustained exercise tolerance, comprising long-distance time-to-completion protocols (e.g., 4&#x202F;km cycling time trial and 32.2&#x202F;km cycling time trial) and incremental exhaustion tests; (3) speed performance&#x2014;assessments of rapid movement execution and neural processing speed, including reaction time measurements and short-distance sprint tests (e.g., 10-m, 20-m, and 30-m sprint times); (4) strength performance&#x2014;maximal voluntary force production measures, comprising handgrip dynamometry, bench press capacity, and squat strength tests.</p>
<p>This classification framework was established <italic>a priori</italic> based on standard exercise physiology taxonomies and sport science assessment protocols. When studies reported multiple outcomes within a single domain, the most representative or frequently reported measure was selected for primary analysis to avoid outcome redundancy. Classification decisions were independently reviewed by two authors (JG and WS), with any ambiguities resolved through consensus discussion with a third reviewer (WC). This systematic categorization enabled domain-specific subgroup analyses to identify differential effects of melatonin across distinct performance dimensions.</p>
</sec>
<sec id="sec9">
<label>2.5.2</label>
<title>Muscle damage biomarker categorization</title>
<p>All biochemical markers were obtained through venous blood sampling and analyzed using standard enzymatic or colorimetric laboratory assays. Exercise-induced muscle damage and recovery status were evaluated through three categories of biochemical markers: (1) muscle damage indicators&#x2014;direct markers of sarcomeric disruption and membrane permeability, including creatine kinase (CK), lactate dehydrogenase (LDH), aspartate aminotransferase (ASAT), and alanine aminotransferase (ALAT). This biomarker stratification was based on established exercise biochemistry literature and enabled a comprehensive assessment of melatonin&#x2019;s effects on multiple pathophysiological pathways involved in exercise-induced tissue stress and recovery.</p>
<p>To maintain consistency in interpretation across all outcomes, effect sizes were coded such that positive SMDs uniformly indicate beneficial effects of melatonin supplementation. For performance outcomes (endurance, explosive power, strength, and speed), positive SMDs represent improved performance in the melatonin group. For muscle damage biomarkers (CK, LDH, ASAT, and ALAT), where lower values indicate less damage and thus better outcomes, the direction was reversed by multiplying raw SMDs by &#x2212;1 before pooling. Therefore, positive SMDs for biomarkers represent lower concentrations (reduced damage) in the melatonin group compared to placebo, consistent with a protective effect. This approach ensures that across all analyses, positive effect sizes indicate benefits favoring melatonin supplementation.</p>
</sec>
<sec id="sec10">
<label>2.5.3</label>
<title>Subgroup, sensitivity, and publication bias analyses</title>
<p>Meta-analyses were conducted using Review Manager software (RevMan, version 5.4; Cochrane Collaboration, London, UK) based on a random-effects model (DerSimonian&#x2013;Laird method) to account for potential between-study heterogeneity. Statistical heterogeneity was assessed using the <italic>I</italic><sup>2</sup> statistic, with <italic>I</italic><sup>2</sup>&#x202F;&#x003C;&#x202F;25% indicating low heterogeneity, 25&#x2013;50% moderate heterogeneity, and &#x003E;50% substantial heterogeneity. When <italic>I</italic><sup>2</sup> exceeded 50%, sources of heterogeneity were further explored through subgroup and sensitivity analyses.</p>
<p>When heterogeneity was low or moderate (<italic>I</italic><sup>2</sup>&#x202F;&#x2264;&#x202F;50%), fixed-effect models were applied; when substantial heterogeneity was present (<italic>I</italic><sup>2</sup>&#x202F;&#x003E;&#x202F;50%), random-effects models were used.</p>
<p>To facilitate interpretation of between-study variability, we pre-specified a set of subgroup categories that were applied across both performance outcomes and muscle-damage biomarkers. Among all extracted outcomes, explosive power, endurance performance, creatine kinase (CK), and lactate dehydrogenase (LDH) were considered the primary outcomes for more in-depth analyses.</p>
<p>Subgroup analyses were stratified by the following predefined variables: population type (athletes vs. non-athletes); age (&#x2264;18&#x202F;years vs. &#x003E;18&#x202F;years);</p>
<p>Time of melatonin administration (daytime vs. evening); administration-to-exercise interval (&#x2264; 2&#x202F;h vs. 2&#x2013;6&#x202F;h vs. &#x003E; 6&#x202F;h); dosage (3&#x202F;mg vs. 5&#x202F;mg vs. 6&#x202F;mg vs. 8&#x2013;10&#x202F;mg); supplementation duration (acute vs. short-term multi-day intake); performance index type (endurance, explosive power, muscular strength, neuromotor coordination, and speed performance).</p>
<p>For studies including multiple intervention arms, each eligible comparison was treated as an independent dataset, with shared control groups adjusted to avoid double-counting. Sensitivity analysis was performed using the leave-one-out method to assess the influence of each study on pooled estimates.</p>
<p>Publication bias was assessed by visual inspection of funnel plots and Egger&#x2019;s regression test (<italic>t</italic>-test), both conducted using Stata software (version 17.0; StataCorp, College Station, TX, USA). When bias was detected, the trim-and-fill method was applied to estimate the bias-corrected effect size. A two-tailed <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 was considered statistically significant.</p>
<p>We chose categorical subgroup analysis rather than meta-regression for the following reasons: (1) insufficient sample sizes for meta-regression (<italic>n</italic>&#x202F;=&#x202F;6&#x2013;12 studies per outcome; meta-regression requires &#x2265;10 studies per covariate); (2) moderator variables showed discrete clustering rather than continuous distribution (e.g., most studies used &#x003C;2&#x202F;h, 2&#x2013;6&#x202F;h, or &#x003E;6&#x202F;h intervals, with few intermediate values); (3) meta-regression with multiple covariates and interactions would risk overfitting and spurious findings given limited degrees of freedom; and (4) categorical subgroups provide more clinically interpretable and actionable guidance. All subgroup categories were pre-specified in our PROSPERO protocol to minimize Type I error risk from data-driven analysis.</p>
</sec>
</sec>
</sec>
<sec sec-type="results" id="sec11">
<label>3</label>
<title>Results</title>
<sec id="sec12">
<label>3.1</label>
<title>Study selection</title>
<p><xref ref-type="fig" rid="fig1">Figure 1</xref> presents the flowchart of the literature screening process. A total of 416 relevant records were identified through searches of four databases (PubMed: 154 articles, Web of Science: 42 articles, SPORTDiscus: 16 articles, Cochrane Library: 204 articles). After removing 362 duplicate publications, 54 articles proceeded to the screening process. During the title and abstract screening phase, 26 articles were excluded. During the full-text screening phase, 9 articles were excluded due to unavailable full text (<italic>n</italic>&#x202F;=&#x202F;5) and missing outcome measures (<italic>n</italic>&#x202F;=&#x202F;4). Finally, 19 studies were included in the meta-analysis (<xref ref-type="bibr" rid="ref5 ref6 ref7 ref8 ref9 ref10 ref11 ref12 ref13 ref14 ref15 ref16 ref17 ref18 ref19 ref20 ref21 ref22 ref23">5&#x2013;23</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>PRISMA.</p>
</caption>
<graphic xlink:href="fnut-13-1742464-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart illustrating the identification of studies via databases and registers. Initially, 416 records are identified from databases: PubMed (154), Web of Science (42), SPORTDiscus (16), and Cochrane Library (204). After removing 362 duplicates, 54 records proceed to title and abstract screening. 26 are excluded: 6 from conferences, 17 irrelevant, and 3 non-English. From 28 reports sought, 9 are excluded based on full-text issues: 4 not full-text and 5 missing data. Ultimately, 19 studies are included in the systematic review.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec13">
<label>3.2</label>
<title>Characteristics of included studies</title>
<p>This systematic review and meta-analysis ultimately included 19 randomized controlled trials involving 266 participants. The publication years ranged from 2005 to 2025, with sample sizes ranging from 10 to 30 participants.</p>
<p>Regarding participant characteristics, five studies focused on adolescent athletes (&#x2264;18&#x202F;years, mean age ~16&#x2013;17&#x202F;years) (<xref ref-type="bibr" rid="ref9 ref10 ref11 ref12 ref13 ref14 ref15">9&#x2013;15</xref>, <xref ref-type="bibr" rid="ref17">17</xref>), while 14 studies involved adults (&#x003E;18&#x202F;years, age range 20&#x2013;35&#x202F;years) (<xref ref-type="bibr" rid="ref5 ref6 ref7 ref8">5&#x2013;8</xref>, <xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref18 ref19 ref20 ref21 ref22 ref23">18&#x2013;23</xref>). In total, 13 studies recruited competitive or professional athletes (primarily soccer and volleyball players), while six studies involved physically active non-athletes or recreationally trained individuals.</p>
<p>Concerning intervention design, melatonin dosage ranged from 3&#x202F;mg to 10&#x202F;mg, with 3&#x202F;mg (<xref ref-type="bibr" rid="ref7">7</xref>), 5&#x202F;mg (<xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref15 ref16 ref17">15&#x2013;17</xref>), 6&#x202F;mg (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref20 ref21 ref22 ref23">20&#x2013;23</xref>), and 8&#x2013;10&#x202F;mg groups (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref19">19</xref>). Nine studies implemented evening/nocturnal ingestion (19:00&#x2013;22:00 or before sleep) (<xref ref-type="bibr" rid="ref24 ref25 ref26 ref27 ref28 ref29 ref30">24&#x2013;30</xref>), eight used daytime administration (morning or 15&#x2013;60&#x202F;min pre-exercise) (<xref ref-type="bibr" rid="ref28 ref29 ref30 ref31">28&#x2013;31</xref>, <xref ref-type="bibr" rid="ref36 ref37 ref38">36&#x2013;38</xref>, <xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref46">46</xref>), and two used mid-day ingestion. A total of 14 studies employed acute protocols, while 5 used short-term multi-day interventions (6&#x202F;days or 4&#x202F;weeks).</p>
<p>Performance outcomes included endurance capacity (time to exhaustion and cycling time trials) (<xref ref-type="bibr" rid="ref28 ref29 ref30 ref31">28&#x2013;31</xref>, <xref ref-type="bibr" rid="ref45">45</xref>), explosive power (Wingate test and vertical jump), muscular strength (handgrip and 1RM) (<xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref38">38</xref>), neuromotor coordination (repeated sprint ability), and speed performance (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref41">41</xref>). Biomarkers assessed comprised muscle damage indicators (CK, LDH, ASAT, ALAT, and CRP in 13 studies) (<xref ref-type="bibr" rid="ref24 ref25 ref26 ref27">24&#x2013;27</xref>, <xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref32">32</xref>, <xref ref-type="bibr" rid="ref33">33</xref>, <xref ref-type="bibr" rid="ref35 ref36 ref37">35&#x2013;37</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref45">45</xref>).</p>
<p>Regarding safety, 16 studies reported no adverse events (<xref ref-type="bibr" rid="ref28 ref29 ref30 ref31 ref32 ref33 ref34 ref35 ref36 ref37 ref38">28&#x2013;38</xref>, <xref ref-type="bibr" rid="ref41 ref42 ref43">41&#x2013;43</xref>, <xref ref-type="bibr" rid="ref45">45</xref>, <xref ref-type="bibr" rid="ref46">46</xref>), while 3 documented melatonin-induced drowsiness or reduced alertness with daytime administration (<xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref41">41</xref>), suggesting timing is critical to avoid performance-impairing sedative effects (see <xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Characteristics of included studies.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Author (year)</th>
<th align="left" valign="top">Participant characteristics</th>
<th align="left" valign="top">Experimental group (melatonin)</th>
<th align="left" valign="top">Supplementation duration</th>
<th align="left" valign="top">Exercise intervention</th>
<th align="left" valign="top">Main outcome&#x2014;exercise performance</th>
<th align="left" valign="top">Main outcome&#x2014;tissue damage/biomarkers</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Atkinson et al. (<xref ref-type="bibr" rid="ref31">31</xref>) (2005)</td>
<td align="left" valign="middle">Physically active adults (non-athletes)</td>
<td align="left" valign="middle">5&#x202F;mg melatonin orally, mid-day ingestion; tests at 13:00 and 17:00</td>
<td align="left" valign="top">Acute effect</td>
<td align="left" valign="middle">4-km cycling time trial</td>
<td align="left" valign="middle">No significant effect on completion time, power output, or RPE</td>
<td align="left" valign="middle">Not reported</td>
</tr>
<tr>
<td align="left" valign="middle">Brandenberger et al. (<xref ref-type="bibr" rid="ref34">34</xref>) (2018)</td>
<td align="left" valign="middle">Endurance-trained male cyclists (VO&#x2082;max &#x003E; 52&#x202F;mL&#x202F;kg<sup>&#x2212;1</sup>&#x202F;min<sup>&#x2212;1</sup>)</td>
<td align="left" valign="middle">5&#x202F;mg melatonin 15&#x202F;min pre-exercise 32.2-km cycling TT</td>
<td align="left" valign="middle">Acute effect</td>
<td align="left" valign="middle">32.2-km cycling time trial</td>
<td align="left" valign="middle">No significant difference in time, power, HR, or RPE between trials</td>
<td align="left" valign="middle">Not reported</td>
</tr>
<tr>
<td align="left" valign="middle">Beck et al. (<xref ref-type="bibr" rid="ref32">32</xref>) (2018)</td>
<td align="left" valign="middle">Moderately active men (non-athletes)</td>
<td align="left" valign="middle">6&#x202F;mg melatonin 30&#x202F;min pre-exercise</td>
<td align="left" valign="middle">Acute effect</td>
<td align="left" valign="middle">Time to exhaustion at individual maximal aerobic capacity (iMAC)</td>
<td align="left" valign="middle">Increased endurance time &#x2191;</td>
<td align="left" valign="middle">No significant difference in CK, LDH</td>
</tr>
<tr>
<td align="left" valign="middle">Cheikh et al. (<xref ref-type="bibr" rid="ref24">24</xref>) (2020)</td>
<td align="left" valign="middle">Adolescent competitive volleyball athletes</td>
<td align="left" valign="middle">10&#x202F;mg melatonin at 22:00 after evening exhaustive exercise; tested the next morning</td>
<td align="left" valign="middle">Acute effect</td>
<td align="left" valign="middle">RAST sprint test (evening and next morning)</td>
<td align="left" valign="middle">Improved next-morning performance: &#x2191; Ppeak, &#x2191; Pmean, &#x2193; fatigue index, &#x2193; total time</td>
<td align="left" valign="middle">&#x2193; CK, LDH, ASAT, us-CRP, MDA, and homocysteine</td>
</tr>
<tr>
<td align="left" valign="middle">Ben Dhia et al. (<xref ref-type="bibr" rid="ref33">33</xref>) (2022)</td>
<td align="left" valign="middle">Overweight/obese adults (non-athletes)</td>
<td align="left" valign="middle">3&#x202F;mg melatonin 40&#x202F;min pre-exercise</td>
<td align="left" valign="middle">Acute effect</td>
<td align="left" valign="middle">High-intensity interval exercise (8&#x202F;&#x00D7;&#x202F;1&#x202F;min @90% MAP/2&#x202F;min @45% MAP)</td>
<td align="left" valign="middle">No direct performance variable (only HR and metabolic data)</td>
<td align="left" valign="middle">&#x2193; CK, ASAT, ALAT, CRP, WBC, MDA, AOPP</td>
</tr>
<tr>
<td align="left" valign="middle">Cheikh et al. (<xref ref-type="bibr" rid="ref25">25</xref>) (2018)</td>
<td align="left" valign="middle">Adolescent elite volleyball players</td>
<td align="left" valign="middle">3&#x202F;mg melatonin at 22:00 for 4&#x202F;weeks</td>
<td align="left" valign="middle">Acute effect</td>
<td align="left" valign="middle">Nighttime sleep monitoring + standard training</td>
<td align="left" valign="middle">Improved sleep quality and training readiness; no fatigue increase</td>
<td align="left" valign="middle">&#x2193; MDA, &#x2193; CK, &#x2191; TAS&#x2014;melatonin enhanced antioxidant status and reduced muscle damage markers</td>
</tr>
<tr>
<td align="left" valign="middle">Farjallah et al. (<xref ref-type="bibr" rid="ref27">27</xref>) (2018)</td>
<td align="left" valign="middle">Professional soccer players</td>
<td align="left" valign="middle">5&#x202F;mg melatonin daily at 19:00 for 6&#x202F;days during the intensive training camp</td>
<td align="left" valign="middle">Acute effect</td>
<td align="left" valign="middle">6-day training camp + RSA (6&#x202F;&#x00D7;&#x202F;40&#x202F;m sprints)</td>
<td align="left" valign="middle">Attenuated post-camp performance decline &#x2013; better first and second sprints vs. placebo</td>
<td align="left" valign="middle">&#x2193; MDA, &#x2193; CK, &#x2193; LDH, &#x2191; SOD; less muscle pain and oxidative stress</td>
</tr>
<tr>
<td align="left" valign="middle">Ghattassi et al. (<xref ref-type="bibr" rid="ref28">28</xref>) (2024)</td>
<td align="left" valign="middle">Professional soccer players</td>
<td align="left" valign="middle">6&#x202F;mg melatonin 30&#x202F;min pre-exercise; morning exercise for 7&#x202F;days</td>
<td align="left" valign="top">6&#x202F;days</td>
<td align="left" valign="middle">Progressive maximal aerobic test (Vameval + RSA)</td>
<td align="left" valign="middle">No change in max speed or time to exhaustion</td>
<td align="left" valign="middle">&#x2193; MDA, &#x2193; CK, &#x2193; LDH, &#x2191; SOD, and GPx; melatonin protected against oxidative stress</td>
</tr>
<tr>
<td align="left" valign="middle">Farjallah et al. (<xref ref-type="bibr" rid="ref35">35</xref>) (2020)</td>
<td align="left" valign="middle">Elite soccer players</td>
<td align="left" valign="middle">6&#x202F;mg melatonin for 7&#x202F;days, evening intake</td>
<td align="left" valign="top">6&#x202F;days</td>
<td align="left" valign="middle">Intensive soccer training microcycle + repeated sprint and RSA tests</td>
<td align="left" valign="middle">Slight improvement in RSA recovery; faster performance restoration</td>
<td align="left" valign="middle">&#x2193; CK, &#x2193; LDH, &#x2193; MDA, &#x2191; SOD, &#x2191; CAT; reduced muscle damage and oxidative stress</td>
</tr>
<tr>
<td align="left" valign="middle">Farjallah et al. (<xref ref-type="bibr" rid="ref36">36</xref>) (2022)</td>
<td align="left" valign="middle">Professional soccer players</td>
<td align="left" valign="middle">6&#x202F;mg melatonin 30&#x202F;min pre-exercise; maximal running exercise</td>
<td align="left" valign="top">Acute effect</td>
<td align="left" valign="middle">Running to exhaustion at 100% MAS</td>
<td align="left" valign="middle">No effect on time to exhaustion or RPE</td>
<td align="left" valign="middle">&#x2193; MDA, &#x2193; CK, &#x2193; LDH, &#x2193; GPx change, &#x2193; UA increase, &#x2191; antioxidant status &#x2192; cellular protection</td>
</tr>
<tr>
<td align="left" valign="middle">Ghattassi et al. (<xref ref-type="bibr" rid="ref40">40</xref>) (2014)</td>
<td align="left" valign="middle">Professional soccer players</td>
<td align="left" valign="middle">8&#x202F;mg melatonin 30&#x202F;min pre-exercise</td>
<td align="left" valign="top">Acute effect</td>
<td align="left" valign="middle">Morning Wingate 30-s anaerobic test</td>
<td align="left" valign="middle">&#x2193; Peak and mean power; &#x2191; fatigue index; reduced alertness</td>
<td align="left" valign="middle">No biochemical markers assessed; performance decline linked to sleepiness</td>
</tr>
<tr>
<td align="left" valign="middle">Ghattassi et al. (<xref ref-type="bibr" rid="ref41">41</xref>) (2016)</td>
<td align="left" valign="middle">Professional soccer players</td>
<td align="left" valign="middle">8&#x202F;mg of melatonin taken in the morning</td>
<td align="left" valign="top">Acute effect</td>
<td align="left" valign="middle">Short-term maximal tests at morning, at noon, and in the afternoon</td>
<td align="left" valign="middle">&#x2193; Performance only in the morning; no effect later in the day</td>
<td align="left" valign="middle">Not reported</td>
</tr>
<tr>
<td align="left" valign="middle">Farjallah et al. (<xref ref-type="bibr" rid="ref37">37</xref>) (2022)</td>
<td align="left" valign="middle">Professional soccer players</td>
<td align="left" valign="middle">6&#x202F;mg melatonin 30&#x202F;min pre-exercise</td>
<td align="left" valign="top">6&#x202F;days</td>
<td align="left" valign="middle">Running to exhaustion at 100% MAS</td>
<td align="left" valign="middle">No significant change in time to exhaustion</td>
<td align="left" valign="middle">&#x2193; CK, &#x2193; LDH, &#x2193; MDA, &#x2191; SOD, and CAT&#x2014;reduced muscle damage and oxidative stress</td>
</tr>
<tr>
<td align="left" valign="middle">Ghattassi et al. (<xref ref-type="bibr" rid="ref28">28</xref>) (2024)</td>
<td align="left" valign="middle">Professional soccer players</td>
<td align="left" valign="middle">8&#x202F;mg melatonin before sleep (nocturnal ingestion)</td>
<td align="left" valign="middle">Acute effect</td>
<td align="left" valign="middle">Next-morning battery (HG, SJ, MAT, Wingate)</td>
<td align="left" valign="middle">&#x2191; Handgrip and jump height, &#x2191; P<sub>peak</sub> and P<sub>mean</sub> power, &#x2193; fatigue index, and RPE</td>
<td align="left" valign="middle">No differences in [La] or [GL]; improved subjective recovery</td>
</tr>
<tr>
<td align="left" valign="middle">Trionfante et al. (<xref ref-type="bibr" rid="ref39">39</xref>) (2017)</td>
<td align="left" valign="middle">Healthy, physically active college students</td>
<td align="left" valign="middle">6&#x202F;mg melatonin 30&#x202F;min pre-exercise</td>
<td align="left" valign="middle">Acute effect</td>
<td align="left" valign="middle">30-min graded treadmill exercise (Naughton protocol)</td>
<td align="left" valign="middle">Earlier crossover point (CHO&#x202F;&#x003E;&#x202F;50% energy); &#x2191; carbohydrate utilization</td>
<td align="left" valign="middle">No tissue-damage markers assessed; melatonin shifted substrate use toward CHO</td>
</tr>
<tr>
<td align="left" valign="middle">Mero et al. (<xref ref-type="bibr" rid="ref38">38</xref>) (2006)</td>
<td align="left" valign="middle">Resistance-trained men, healthy, age &#x2248; 24 y</td>
<td align="left" valign="middle">6&#x202F;mg melatonin 60&#x202F;min pre-exercise; heavy resistance exercise (daytime)</td>
<td align="left" valign="middle">Acute effect</td>
<td align="left" valign="middle">80-min hypertrophic resistance session (bench press, squat, leg curl, etc.)</td>
<td align="left" valign="middle">No effect on jump height, 1RM squat, or bench press; GH AUC &#x2193; under melatonin vs. placebo</td>
<td align="left" valign="middle">&#x2193; GH AUC, no change in cortisol/testosterone; no oxidative or damage biomarkers measured</td>
</tr>
<tr>
<td align="left" valign="middle">Leonardo-Mendon&#x00E7;a et al. (<xref ref-type="bibr" rid="ref42">42</xref>) (2017)</td>
<td align="left" valign="middle">Healthy, physically active adults (not athletes)</td>
<td align="left" valign="middle">10&#x202F;mg melatonin 1&#x202F;h before an exhaustive treadmill run</td>
<td align="left" valign="bottom">4&#x202F;weeks</td>
<td align="left" valign="middle">Incremental treadmill test to exhaustion</td>
<td align="left" valign="middle">&#x2191; Time to exhaustion, &#x2193; HR, and RPE during exercise</td>
<td align="left" valign="middle">&#x2193; CK, &#x2193; MDA, &#x2193; TBARS, &#x2191; SOD, and CAT &#x2192; reduced oxidative stress and muscle injury</td>
</tr>
<tr>
<td align="left" valign="middle">Paryab et al. (<xref ref-type="bibr" rid="ref30">30</xref>) (2021)</td>
<td align="left" valign="middle">Male endurance-trained athletes</td>
<td align="left" valign="middle">6&#x202F;mg melatonin daily for 14&#x202F;days</td>
<td align="left" valign="middle">Acute effect</td>
<td align="left" valign="middle">14-day endurance training program + post-test 5&#x202F;km run</td>
<td align="left" valign="middle">&#x2191; VO&#x2082;max, &#x2191; running time, &#x2193; fatigue index</td>
<td align="left" valign="middle">&#x2193; CK, &#x2193; LDH, &#x2193; MDA, &#x2191; GPx, &#x2191; TAC&#x2014;improved antioxidant status and recovery</td>
</tr>
<tr>
<td align="left" valign="middle">Mahdi et al. (<xref ref-type="bibr" rid="ref29">29</xref>) (2025)</td>
<td align="left" valign="middle">Professional soccer players</td>
<td align="left" valign="middle">5&#x202F;mg melatonin for 7 nights during a congested training week</td>
<td align="left" valign="middle">Acute effect</td>
<td align="left" valign="middle">7-day intensive soccer training (2 sessions/day)</td>
<td align="left" valign="middle">Maintained sprint &#x0026; jump performance; less performance decrement</td>
<td align="left" valign="middle">&#x2193; CK, &#x2193; LDH, &#x2193; CRP, &#x2193; MDA, &#x2191; SOD, &#x2191; GPx; significantly attenuated oxidative and inflammatory stress</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>CK, creatine kinase; LDH, lactate dehydrogenase; ASAT, aspartate aminotransferase; ALAT, alanine aminotransferase; MDA, malondialdehyde; CRP, C-reactive protein; RAST, running-based anaerobic sprint test; RPE, rating of perceived exertion; MAP, maximal aerobic power; GPx, glutathione peroxidase; SOD, superoxide dismutase; CAT, catalase; TAS, total antioxidant status; iMAC, individual maximal aerobic capacity.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec14">
<label>3.3</label>
<title>Quality assessment of included studies</title>
<p>This systematic review assessed the risk of bias of all included randomized controlled trials using the Cochrane RoB 2.0 tool, focusing on both performance and biomarker outcomes. Among parallel-group RCTs, most were judged as having low risk of bias or some concerns, with only a minority rated as high risk (<xref ref-type="fig" rid="fig2">Figures 2</xref>, <xref ref-type="fig" rid="fig3">3</xref>). For randomized crossover trials, in addition to RoB 2.0, we applied the DS quality checklist, and all crossover studies were rated as having low-to-moderate risk of bias and acceptable methodological quality.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Risk of bias assessment.</p>
</caption>
<graphic xlink:href="fnut-13-1742464-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Risk of bias table for various studies. Columns labeled D1 to D5 indicate risk factors such as randomization process and measurement outcome. Green plus signs denote low risk, yellow exclamation marks indicate some concerns, and red minus signs signify high risk. The overall risk column combines these assessments.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Risk of bias summary.</p>
</caption>
<graphic xlink:href="fnut-13-1742464-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Two bar charts compare risk levels for different biases in parallel and cross experiments. Categories include overall bias, selection of reported results, and deviations from interventions. Colors indicate risk levels: green for low, yellow for some concerns, red for high risk. Parallel experiments show lower risk, while cross experiments indicate more concerns in randomization and overall bias.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec15">
<label>3.4</label>
<title>Athletic performance meta-analysis</title>
<sec id="sec16">
<label>3.4.1</label>
<title>Effects of melatonin on exercise performance</title>
<p>In total, four domain-specific meta-analyses were performed for explosive power, endurance, speed, and muscular strength outcomes. Fixed-effect models were used when between-study heterogeneity was low or moderate (<italic>I</italic><sup>2</sup>&#x202F;&#x2264;&#x202F;50%), whereas random-effects models were applied when substantial heterogeneity was present (<italic>I</italic><sup>2</sup>&#x202F;&#x003E;&#x202F;50%). Standardized mean differences (SMDs) with 95% CIs were calculated, and heterogeneity was quantified using the <italic>I</italic><sup>2</sup> statistic (<xref ref-type="fig" rid="fig4">Figures 4</xref>&#x2013;<xref ref-type="fig" rid="fig7">7</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Forest plot of melatonin supplementation on explosive power.</p>
</caption>
<graphic xlink:href="fnut-13-1742464-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot showing the standard mean differences with 95% confidence intervals for various studies comparing experimental and control groups. The combined total shows a mean difference of 0.29, favoring the experimental group. Heterogeneity is low with I-squared at zero percent.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Forest plot of melatonin supplementation on endurance performance.</p>
</caption>
<graphic xlink:href="fnut-13-1742464-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot displaying standardized mean differences for eight studies, comparing experimental and control groups. Each study's effect size is plotted with confidence intervals. The overall effect size is 0.58, favoring the experimental group. Heterogeneity is Chi-squared equals 13.01, with an I-squared of 46 percent, indicating moderate variability.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Forest plot of melatonin supplementation on speed performance.</p>
</caption>
<graphic xlink:href="fnut-13-1742464-g006.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot showing the standardized mean differences for multiple studies comparing experimental and control groups. Each study lists the mean, standard deviation, total sample size, and weight. Confidence intervals are depicted as lines with squares and an overall effect is shown as a diamond at 0.10. Test results indicate heterogeneity: Tau squared equals 0.34, Chi squared equals 20.02, degrees of freedom equals 7, P equals 0.006, I squared equals 65 percent. Overall effect Z equals 0.38, P equals 0.7.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>Forest plot of melatonin supplementation on muscular strength.</p>
</caption>
<graphic xlink:href="fnut-13-1742464-g007.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot displaying standardized mean differences with 95% confidence intervals for five studies comparing experimental and control groups. Individual study squares with confidence intervals are shown, and a diamond represents the overall meta-analysis result. The total effect size is 0.18 with a confidence interval of -0.20 to 0.55. Heterogeneity is low with an I-squared of 0%.</alt-text>
</graphic>
</fig>
<p>For explosive power, melatonin produced only small effects (SMD 0.29, 95% CI: 0.05&#x2013;0.53), with high-certainty evidence. The clinical meaningfulness of this small effect size is uncertain and may not translate to meaningful performance improvements in competitive settings, with a pooled SMD of 0.29 (95% CI: 0.05&#x2013;0.53, <italic>p</italic>&#x202F;=&#x202F;0.02, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%), under a fixed-effect model. For endurance performance, eight trials (<italic>n</italic>&#x202F;=&#x202F;100) showed a moderate beneficial effect of melatonin versus placebo (SMD 0.58, 95% CI: 0.29&#x2013;0.87, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;46%), for which a random-effects model was adopted to account for between-study variability.</p>
<p>In contrast, melatonin did not meaningfully alter speed performance or muscular strength. The pooled analysis of eight comparisons for speed showed a trivial, non-significant effect (SMD 0.10, 95% CI: &#x2212;0.40 to 0.60, <italic>p</italic>&#x202F;=&#x202F;0.70, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;65%) using a random-effects model due to substantial heterogeneity. Similarly, five comparisons for muscular strength yielded a small, non-significant effect (SMD 0.18, 95% CI: &#x2212;0.20 to 0.55, <italic>p</italic>&#x202F;=&#x202F;0.36, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%) under a fixed-effect model, indicating that melatonin supplementation did not produce consistent improvements in maximal strength outcomes.</p>
</sec>
<sec id="sec17">
<label>3.4.2</label>
<title>Sensitivity and subgroup analyses</title>
<p>Sensitivity analyses using a leave-one-out approach for endurance performance and speed performance are presented in <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>. Omission of any single study did not alter the pooled effect estimates or their significance. Sensitivity analyses were not conducted for explosive power and muscular strength due to <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%.</p>
<p>For explosive power (<xref ref-type="table" rid="tab2">Table 2</xref>), adolescent participants (&#x2264;18&#x202F;years) showed SMD 0.47 (95% CI: 0.14 to 0.81, <italic>p</italic>&#x202F;=&#x202F;0.006, I<sup>2</sup> =&#x202F;9%) compared to adults SMD 0.09 (95% CI: &#x2212;0.25 to 0.44, <italic>p</italic>&#x202F;=&#x202F;0.6, <italic>I</italic><sup>2</sup> =&#x202F;0%). Evening administration produced SMD 0.45 (95% CI: 0.13&#x2013;0.77, <italic>p</italic>&#x202F;=&#x202F;0.006, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;25%), whereas daytime administration showed SMD 0.07 (95% CI: &#x2212;0.29 to 0.44, <italic>p</italic>&#x202F;=&#x202F;0.7, <italic>I</italic><sup>2</sup> =&#x202F;0%). Administration-to-exercise intervals exceeding 6&#x202F;h yielded SMD 0.60 (95% CI: 0.26 to 0.95, <italic>p</italic>&#x202F;=&#x202F;0.0007, <italic>I</italic><sup>2</sup> =&#x202F;0%), whereas intervals of 2&#x202F;h or less showed SMD 0 (95% CI: &#x2212;0.33 to 0.33, <italic>p</italic>&#x202F;=&#x202F;1, <italic>I</italic><sup>2</sup> =&#x202F;0%). Multi-day supplementation protocols produced SMD 0.83 (95% CI: 0.19&#x2013;1.48, <italic>p</italic>&#x202F;=&#x202F;0.01, <italic>I</italic><sup>2</sup> =&#x202F;0%) compared to acute administration SMD 0.20 (95% CI: &#x2212;0.06 to 0.46, <italic>p</italic>&#x202F;=&#x202F;0.12, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>The subgroup analysis results of explosive power.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Study or subgroup</th>
<th align="center" valign="top">
<italic>n</italic>
</th>
<th align="center" valign="top">SMD</th>
<th align="center" valign="top">95% CI</th>
<th align="center" valign="top"><italic>I</italic><sup>2</sup> (%)</th>
<th align="center" valign="top">
<italic>p</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="6">Age</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x2264;18</td>
<td align="center" valign="middle">6</td>
<td align="center" valign="middle">0.47</td>
<td align="center" valign="middle">[0.14, 0.81]</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">0.006</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x003E;18</td>
<td align="center" valign="middle">6</td>
<td align="center" valign="middle">0.09</td>
<td align="center" valign="middle">[&#x2212;0.25, 0.44]</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0.6</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6">Time of melatonin administration</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Daytime</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">0.07</td>
<td align="center" valign="middle">[&#x2212;0.29, 0.44]</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0.7</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Evening</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">0.45</td>
<td align="center" valign="middle">[0.13, 0.77]</td>
<td align="center" valign="middle">25</td>
<td align="center" valign="middle">0.006</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6">Administration-to-exercise interval</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x2264;2&#x202F;h</td>
<td align="center" valign="middle">6</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">[&#x2212;0.33, 0.33]</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">1</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x003E;6&#x202F;h</td>
<td align="center" valign="middle">6</td>
<td align="center" valign="middle">0.6</td>
<td align="center" valign="middle">[0.26, 0.95]</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0.0007</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6">Dosage</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;5&#x202F;mg</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">0.54</td>
<td align="center" valign="middle">[0.01, 1.06]</td>
<td align="center" valign="middle">8</td>
<td align="center" valign="middle">0.04</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;5&#x2013;10&#x202F;mg</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">0.22</td>
<td align="center" valign="middle">[&#x2212;0.05, 0.49]</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0.11</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6">Taking cycle</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Acute effect</td>
<td align="center" valign="middle">10</td>
<td align="center" valign="middle">0.2</td>
<td align="center" valign="middle">[&#x2212;0.06, 0.46]</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0.12</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;6&#x202F;days</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">0.83</td>
<td align="center" valign="middle">[0.19, 1.48]</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0.01</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>For endurance performance (<xref ref-type="table" rid="tab3">Table 3</xref>), athlete populations showed SMD 0.65 (95% CI: 0.26&#x2013;1.04, <italic>p</italic>&#x202F;=&#x202F;0.001, <italic>I</italic><sup>2</sup> =&#x202F;44%) and non-athlete populations SMD 0.44 (95% CI: 0.01&#x2013;0.86, <italic>p</italic>&#x202F;=&#x202F;0.04, <italic>I</italic><sup>2</sup> =&#x202F;22%). Evening administration produced SMD 0.73 (95% CI: 0.34&#x2013;1.12, <italic>p</italic>&#x202F;=&#x202F;0.0002, <italic>I</italic><sup>2</sup> =&#x202F;26%) compared to daytime administration SMD 0.33 (95% CI: &#x2212;0.09 to 0.76, <italic>p</italic>&#x202F;=&#x202F;0.12, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;35%). Administration-to-exercise intervals exceeding 6&#x202F;h showed SMD 0.80 (95% CI: 0.37&#x2013;1.24, <italic>p</italic>&#x202F;=&#x202F;0.0003, <italic>I</italic><sup>2</sup> =&#x202F;39%), whereas intervals &#x2264;2&#x202F;h showed SMD 0.36 (95% CI: &#x2212;0.02 to 0.74, <italic>p</italic>&#x202F;=&#x202F;0.06, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;6%). Higher doses (5&#x2013;10&#x202F;mg) demonstrated SMD 0.82 (95% CI: 0.48&#x2013;1.17, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001, <italic>I</italic><sup>2</sup> =&#x202F;0%), while 5&#x202F;mg doses showed SMD &#x2212;0.02 (95% CI: &#x2212;0.53 to 0.48, <italic>p</italic>&#x202F;=&#x202F;0.93, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>The subgroup analysis results of endurance performance.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Study or subgroup</th>
<th align="center" valign="top">
<italic>n</italic>
</th>
<th align="center" valign="top">SMD</th>
<th align="center" valign="top">95% CI</th>
<th align="center" valign="top"><italic>I</italic><sup>2</sup> (%)</th>
<th align="center" valign="top">
<italic>p</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="6">Population</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Athlete</td>
<td align="center" valign="middle">5</td>
<td align="char" valign="middle" char=".">0.65</td>
<td align="center" valign="middle">[0.26, 1.04]</td>
<td align="center" valign="middle">44</td>
<td align="center" valign="middle">0.001</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;No-athlete</td>
<td align="center" valign="middle">3</td>
<td align="char" valign="middle" char=".">0.44</td>
<td align="center" valign="middle">[0.01, 0.86]</td>
<td align="center" valign="middle">22</td>
<td align="center" valign="middle">0.04</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6">Age</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x2264;18</td>
<td align="center" valign="middle">3</td>
<td align="char" valign="middle" char=".">0.66</td>
<td align="center" valign="middle">[0.16, 1.16]</td>
<td align="center" valign="middle">46</td>
<td align="center" valign="middle">0.009</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x003E;18</td>
<td align="center" valign="middle">5</td>
<td align="char" valign="middle" char=".">0.5</td>
<td align="center" valign="middle">[0.15, 0.85]</td>
<td align="center" valign="middle">36</td>
<td align="center" valign="middle">0.005</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6">Time of melatonin administration</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Daytime</td>
<td align="center" valign="middle">3</td>
<td align="char" valign="middle" char=".">0.33</td>
<td align="center" valign="middle">[&#x2212;0.09, 0.76]</td>
<td align="center" valign="middle">35</td>
<td align="center" valign="middle">0.12</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Evening</td>
<td align="center" valign="middle">5</td>
<td align="char" valign="middle" char=".">0.73</td>
<td align="center" valign="middle">[0.34, 1.12]</td>
<td align="center" valign="middle">26</td>
<td align="center" valign="middle">0.0002</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6">Administration-to-exercise interval</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x2264;2&#x202F;h</td>
<td align="center" valign="middle">4</td>
<td align="char" valign="middle" char=".">0.36</td>
<td align="center" valign="middle">[&#x2212;0.02, 0.74]</td>
<td align="center" valign="middle">6</td>
<td align="center" valign="middle">0.06</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x003E;6&#x202F;h</td>
<td align="center" valign="middle">4</td>
<td align="char" valign="middle" char=".">0.8</td>
<td align="center" valign="middle">[0.37, 1.24]</td>
<td align="center" valign="middle">39</td>
<td align="center" valign="middle">0.0003</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6">Dosage</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;5&#x202F;mg</td>
<td align="center" valign="middle">3</td>
<td align="char" valign="middle" char=".">&#x2212;0.02</td>
<td align="center" valign="middle">[&#x2212;0.53, 0.48]</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0.93</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;5&#x2013;10&#x202F;mg</td>
<td align="center" valign="middle">5</td>
<td align="char" valign="middle" char=".">0.82</td>
<td align="center" valign="middle">[0.48, 1.17]</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">&#x003C;0.00001</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6">Time-to-exhaustion vs. time-trial</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Time-to-exhaustion</td>
<td align="center" valign="middle">4</td>
<td align="char" valign="middle" char=".">0.62</td>
<td align="center" valign="middle">[0.16, 1.08]</td>
<td align="center" valign="middle">17</td>
<td align="center" valign="middle">0.008</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Time-trial</td>
<td align="center" valign="middle">3</td>
<td align="char" valign="middle" char=".">0.38</td>
<td align="center" valign="middle">[&#x2212;0.51, 1.28]</td>
<td align="center" valign="middle">65</td>
<td align="center" valign="middle">0.4</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>SMD, standardized mean difference; CI, confidence interval.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec18">
<label>3.4.3</label>
<title>Publication bias</title>
<p>Publication bias was evaluated only for explosive power, as this was the sole outcome with more than ten effect sizes. Visual inspection of the funnel plot did not reveal obvious asymmetry (<xref ref-type="fig" rid="fig8">Figure 8</xref>). Consistently, Egger&#x2019;s regression test showed no evidence of small-study effects (bias coefficient 2.90, 95% CI: &#x2212;6.13 to 11.93; <italic>p</italic>&#x202F;=&#x202F;0.49), indicating that publication bias is unlikely to have substantially influenced the pooled estimate for explosive power. Nevertheless, the overall number of available trials remains limited, and the results should be interpreted with appropriate caution.</p>
<fig position="float" id="fig8">
<label>Figure 8</label>
<caption>
<p>Funnel plot of melatonin supplementation on athletic performance as <bold>(A-D)</bold>.</p>
</caption>
<graphic xlink:href="fnut-13-1742464-g008.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Four scatter plots displaying funnel plots with standard error (SE) on the y-axis and standardized mean difference (SMD) on the x-axis. (A) Explosive Power: data points scattered symmetrically. (B) Endurance Performance: similar symmetrical distribution. (C) Speed Performance: symmetrical with fewer data points. (D) Muscular Strength: similar distribution to Speed Performance. Each plot features a dashed triangle centered on zero, indicating symmetry.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="sec19">
<label>3.5</label>
<title>Muscle damage biomarkers meta-analysis</title>
<sec id="sec20">
<label>3.5.1</label>
<title>Effects of melatonin on muscle damage biomarkers</title>
<p>All effect sizes for muscle damage biomarkers are presented such that positive SMDs indicate protective effects (lower biomarker concentrations in the melatonin group), consistent with the direction coding described in the Methods section 2.5.</p>
<p>Three biomarker-specific meta-analyses were performed for creatine kinase (CK), lactate dehydrogenase (LDH), and aspartate aminotransferase (ASAT) (<xref ref-type="fig" rid="fig9">Figures 9</xref>&#x2013;<xref ref-type="fig" rid="fig11">11</xref>).</p>
<fig position="float" id="fig9">
<label>Figure 9</label>
<caption>
<p>Forest plot of melatonin supplementation on CK.</p>
</caption>
<graphic xlink:href="fnut-13-1742464-g009.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot displaying standardized mean differences for seven studies comparing experimental and control groups. Results show varied point estimates with confidence intervals, with most favoring the experimental group. The overall effect size is 0.59, with a 95% confidence interval from 0.29 to 0.89. Heterogeneity is low, with an I-squared of zero percent.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig10">
<label>Figure 10</label>
<caption>
<p>Forest plot of melatonin supplementation on LDH.</p>
</caption>
<graphic xlink:href="fnut-13-1742464-g010.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot showing the standard mean differences between experimental and control groups across six studies. Each line represents a study's effect size with corresponding confidence intervals. The diamond indicates the overall effect size with a 95% confidence interval. Heterogeneity is moderate with I-squared at fifty-six percent. The overall effect slightly favors the experimental group, with a mean difference of 0.45 and a p-value of 0.07.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig11">
<label>Figure 11</label>
<caption>
<p>Forest plot of melatonin supplementation on ASAT.</p>
</caption>
<graphic xlink:href="fnut-13-1742464-g011.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot showing standardized mean differences with 95% confidence intervals for four studies comparing experimental and control groups: Ben Dhia et al. 2022, Cheikh et al. 2019, Farjallah et al. 2020, and Mahdi et al. 2025. Combined results show a mean difference of 0.99, favoring the experimental group. Heterogeneity is high with I-squared at 80%. Overall effect test shows P equals 0.03.</alt-text>
</graphic>
</fig>
<p>Across seven comparisons (<italic>n</italic>&#x202F;=&#x202F;91), melatonin supplementation showed a pooled SMD of 0.59 (95% CI: 0.29&#x2013;0.89, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001, <italic>I</italic><sup>2</sup> =&#x202F;0%) for CK under a fixed-effect model.</p>
<p>For LDH, six trials (<italic>n</italic>&#x202F;=&#x202F;83) showed SMD 0.45 (95% CI: &#x2212;0.03 to 0.94, <italic>p</italic>&#x202F;=&#x202F;0.07, <italic>I</italic><sup>2</sup> =&#x202F;56%) using a random-effects model.</p>
<p>For ASAT, four comparisons (<italic>n</italic>&#x202F;=&#x202F;59) demonstrated SMD 0.99 (95% CI: 0.08&#x2013;1.90, <italic>p</italic>&#x202F;=&#x202F;0.03, <italic>I</italic><sup>2</sup> =&#x202F;80%) using a random-effects model.</p>
</sec>
<sec id="sec21">
<label>3.5.2</label>
<title>Sensitivity and subgroup analyses</title>
<p>Sensitivity analyses using a leave-one-out approach for LDH and ASAT are presented in <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>. Omission of any single study did not alter the pooled effect estimates for LDH. For ASAT, high heterogeneity (<italic>I</italic><sup>2</sup>&#x202F;=&#x202F;80%) was primarily driven by one study, though removal did not change the direction of effect. Sensitivity analyses were not conducted for CK due to <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%.</p>
<p>For LDH, administration-to-exercise intervals of 2&#x2013;6&#x202F;h produced SMD 0.89 (95% CI: 0.40&#x2013;1.38, <italic>p</italic>&#x202F;=&#x202F;0.0004, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%), whereas intervals &#x2264;2&#x202F;h showed SMD 0.10 (95% CI: &#x2212;0.31 to 0.51, <italic>p</italic>&#x202F;=&#x202F;0.62, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;56%). Athlete populations demonstrated SMD 0.81 (95% CI: 0.39&#x2013;1.22, <italic>p</italic>&#x202F;=&#x202F;0.0001, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%) compared to non-athletes SMD &#x2212;0.08 (95% CI: &#x2212;0.56 to 0.40, <italic>p</italic>&#x202F;=&#x202F;0.76, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;61%). Adolescents (&#x2264;18&#x202F;years) showed SMD 0.69 (95% CI: 0.22&#x2013;1.16, <italic>p</italic>&#x202F;=&#x202F;0.004, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%), whereas adults showed SMD 0.22 (95% CI: &#x2212;0.21 to 0.64, <italic>p</italic>&#x202F;=&#x202F;0.31, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;77%) (see <xref ref-type="table" rid="tab4">Table 4</xref>).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>The subgroup analysis results of LDH.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Study or subgroup</th>
<th align="center" valign="top">
<italic>n</italic>
</th>
<th align="center" valign="top">SMD</th>
<th align="center" valign="top">95% CI</th>
<th align="center" valign="top"><italic>I</italic><sup>2</sup> (%)</th>
<th align="center" valign="top">
<italic>p</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="6">Population</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Athlete</td>
<td align="center" valign="middle">4</td>
<td align="char" valign="middle" char=".">0.81</td>
<td align="center" valign="middle">[0.39, 1.22]</td>
<td align="center" valign="middle">0</td>
<td align="char" valign="middle" char=".">0.0001</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;No-athlete</td>
<td align="center" valign="middle">2</td>
<td align="char" valign="middle" char=".">&#x2212;0.08</td>
<td align="center" valign="middle">[&#x2212;0.56, 0.40]</td>
<td align="center" valign="middle">61</td>
<td align="char" valign="middle" char=".">0.76</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6">Age</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x2264;18</td>
<td align="center" valign="middle">3</td>
<td align="char" valign="middle" char=".">0.69</td>
<td align="center" valign="middle">[0.22, 1.16]</td>
<td align="center" valign="middle">0</td>
<td align="char" valign="middle" char=".">0.004</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x003E;18</td>
<td align="center" valign="middle">3</td>
<td align="char" valign="middle" char=".">0.22</td>
<td align="center" valign="middle">[&#x2212;0.21, 0.64]</td>
<td align="center" valign="middle">77</td>
<td align="char" valign="middle" char=".">0.31</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6">Time of melatonin administration</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Daytime</td>
<td align="center" valign="middle">2</td>
<td align="char" valign="middle" char=".">0.33</td>
<td align="center" valign="middle">[&#x2212;0.14, 0.79]</td>
<td align="center" valign="middle">0</td>
<td align="char" valign="middle" char=".">0.17</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Evening</td>
<td align="center" valign="middle">4</td>
<td align="char" valign="middle" char=".">0.5</td>
<td align="center" valign="middle">[&#x2212;0.30, 1.30]</td>
<td align="center" valign="middle">71</td>
<td align="char" valign="middle" char=".">0.22</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6">Administration-to-exercise interval</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x2264;2&#x202F;h</td>
<td align="center" valign="middle">3</td>
<td align="char" valign="middle" char=".">0.1</td>
<td align="center" valign="middle">[&#x2212;0.31, 0.51]</td>
<td align="center" valign="middle">56</td>
<td align="char" valign="middle" char=".">0.62</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;2&#x2013;6&#x202F;h</td>
<td align="center" valign="middle">3</td>
<td align="char" valign="middle" char=".">0.89</td>
<td align="center" valign="middle">[0.40, 1.38]</td>
<td align="center" valign="middle">0</td>
<td align="char" valign="middle" char=".">0.0004</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6">Dosage</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x2264;5&#x202F;mg</td>
<td align="center" valign="middle">2</td>
<td align="char" valign="middle" char=".">0.29</td>
<td align="center" valign="middle">[&#x2212;0.19, 0.78]</td>
<td align="center" valign="middle">0</td>
<td align="char" valign="middle" char=".">0.24</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;5&#x2013;10&#x202F;mg</td>
<td align="center" valign="middle">3</td>
<td align="char" valign="middle" char=".">0.29</td>
<td align="center" valign="middle">[&#x2212;0.62, 1.21]</td>
<td align="center" valign="middle">74</td>
<td align="char" valign="middle" char=".">0.53</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>SMD, standardized mean difference; CI, confidence interval.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec22">
<label>3.5.3</label>
<title>Publication bias</title>
<p>Publication bias was evaluated for CK, LDH, and ASAT as primary muscle damage biomarkers. Visual inspection of funnel plots revealed asymmetry for LDH and ASAT. For CK, while a slight asymmetry was observed, this should be interpreted cautiously given the small number of studies (<italic>n</italic>&#x202F;=&#x202F;7) and absence of heterogeneity (<italic>I</italic><sup>2</sup> =&#x202F;0%), with smaller studies reporting larger protective effects more frequently represented than those showing smaller or null effects. This pattern suggests potential publication bias may have influenced the pooled estimates for muscle damage biomarkers. The limited number of available studies (CK: <italic>n</italic>&#x202F;=&#x202F;7, LDH: <italic>n</italic>&#x202F;=&#x202F;6, ASAT: <italic>n</italic>&#x202F;=&#x202F;4) warrants cautious interpretation of these findings (<xref ref-type="fig" rid="fig12">Figure 12</xref>).</p>
<fig position="float" id="fig12">
<label>Figure 12</label>
<caption>
<p>Funnel plot of melatonin supplementation on muscle damage biomarkers as <bold>(A-C)</bold>.</p>
</caption>
<graphic xlink:href="fnut-13-1742464-g012.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Three funnel plots labeled A, B, and C compare CK, LDH, and ASAT. Each plot has "SE(SMD)" on the y-axis and "SMD" on the x-axis. Dotted lines indicate the funnel shape with data points scattered around them representing study results. Plots B and C appear asymmetrical, suggesting possible publication bias.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="sec23">
<label>3.6</label>
<title>GRADE recommendations</title>
<p>The strength of evidence according to GRADE criteria generated by the GRADEpro website<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> is listed in <xref ref-type="table" rid="tab5">Table 5</xref>.</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>GRADE evidence profile for melatonin supplementation effects.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" colspan="7">Certainty assessment</th>
<th align="center" valign="top" colspan="2">No. of patients</th>
<th align="center" valign="top">Effect</th>
<th align="center" valign="top" rowspan="2">Certainty</th>
</tr>
<tr>
<th align="left" valign="top">No. of studies</th>
<th align="left" valign="top">Study design</th>
<th align="left" valign="top">Risk of bias</th>
<th align="left" valign="top">Inconsistency</th>
<th align="left" valign="top">Indirectness</th>
<th align="left" valign="top">Imprecision</th>
<th align="left" valign="top">Other considerations</th>
<th align="center" valign="top">Melatonin</th>
<th align="center" valign="top">Placebo</th>
<th align="left" valign="top">Absolute(95% CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="11">Explosive power</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">12</td>
<td align="left" valign="middle" rowspan="2">Randomized trials</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">None</td>
<td align="center" valign="middle" rowspan="2">138</td>
<td align="center" valign="middle" rowspan="2">138</td>
<td align="left" valign="middle" rowspan="2">SMD 0.29 higher (0.05 higher to 0.53 higher)</td>
<td align="left" valign="middle">&#x2A01;&#x2A01;&#x2A01;&#x2A01;</td>
</tr>
<tr>
<td align="left" valign="middle">High</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="11">Endurance performance</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">8</td>
<td align="left" valign="middle" rowspan="2">Randomized trials</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">None</td>
<td align="center" valign="middle" rowspan="2">101</td>
<td align="center" valign="middle" rowspan="2">101</td>
<td align="left" valign="middle" rowspan="2">SMD 0.58 higher (0.29 higher to 0.87 higher)</td>
<td align="left" valign="middle">&#x2A01;&#x2A01;&#x2A01;&#x2A01;</td>
</tr>
<tr>
<td align="left" valign="middle">High</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="11">Speed performance</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">8</td>
<td align="left" valign="middle" rowspan="2">Randomized trials</td>
<td align="left" valign="middle" rowspan="2">Serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">None</td>
<td align="center" valign="middle" rowspan="2">95</td>
<td align="center" valign="middle" rowspan="2">95</td>
<td align="left" valign="middle" rowspan="2">SMD 0.1 higher (0.4 lower to 0.6 higher)</td>
<td align="left" valign="middle">&#x2A01;&#x2A01;&#x2A01;&#x25EF;</td>
</tr>
<tr>
<td align="left" valign="middle">Moderate</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="11">Muscular strength</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">5</td>
<td align="left" valign="middle" rowspan="2">Randomized trials</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Serious</td>
<td align="left" valign="middle" rowspan="2">Serious</td>
<td align="left" valign="middle" rowspan="2">None</td>
<td align="center" valign="middle" rowspan="2">56</td>
<td align="center" valign="middle" rowspan="2">56</td>
<td align="left" valign="middle" rowspan="2">SMD 0.18 higher (0.2 lower to 0.55 higher)</td>
<td align="left" valign="middle">&#x2A01;&#x2A01;&#x25EF;&#x25EF;</td>
</tr>
<tr>
<td align="left" valign="middle">Low</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="11">CK</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">7</td>
<td align="left" valign="middle" rowspan="2">Randomized trials</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">None</td>
<td align="center" valign="middle" rowspan="2">91</td>
<td align="center" valign="middle" rowspan="2">91</td>
<td align="left" valign="middle" rowspan="2">SMD 0.59 higher (0.29 higher to 0.89 higher)</td>
<td align="left" valign="middle">&#x2A01;&#x2A01;&#x2A01;&#x2A01;</td>
</tr>
<tr>
<td align="left" valign="middle">High</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="11">LDH</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">6</td>
<td align="left" valign="middle" rowspan="2">Randomized trials</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Serious</td>
<td align="left" valign="middle" rowspan="2">None</td>
<td align="center" valign="middle" rowspan="2">83</td>
<td align="center" valign="middle" rowspan="2">83</td>
<td align="left" valign="middle" rowspan="2">SMD 0.45 higher (0.03 lower to 0.94 higher)</td>
<td align="left" valign="middle">&#x2A01;&#x2A01;&#x2A01;&#x25EF;</td>
</tr>
<tr>
<td align="left" valign="middle">Moderate</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="11">ASAT</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">4</td>
<td align="left" valign="middle" rowspan="2">Randomized trials</td>
<td align="left" valign="middle" rowspan="2">Serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Not serious</td>
<td align="left" valign="middle" rowspan="2">Serious</td>
<td align="left" valign="middle" rowspan="2">Publication bias is strongly suspected</td>
<td align="center" valign="middle" rowspan="2">59</td>
<td align="center" valign="middle" rowspan="2">59</td>
<td align="left" valign="middle" rowspan="2">SMD 0.99 higher (0.08 higher to 1.9 higher)</td>
<td align="left" valign="middle">&#x2A01;&#x25EF;&#x25EF;&#x25EF;</td>
</tr>
<tr>
<td align="left" valign="middle">Very low</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>CI, confidence interval.</p>
</table-wrap-foot>
</table-wrap>
<p>According to the results of the meta-analysis, a high GRADE recommendation supports the effects of melatonin supplementation in significantly improving explosive power and endurance performance in athletes compared with placebo. Additionally, High-certainty GRADE evidence supports melatonin&#x2019;s protective effect in reducing creatine kinase levels (SMD&#x202F;=&#x202F;0.59, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%). Despite visual asymmetry in the funnel plot, the absence of heterogeneity and consistent effect across all studies suggests genuine biological effects rather than publication bias. However, the overall quality of the GRADE recommendations on the effect of melatonin supplementation in improving speed performance and reducing lactate dehydrogenase levels in athletes compared with placebo was considered low, with evidence characterized by substantial heterogeneity and imprecision. For muscular strength outcomes, the GRADE recommendation was also rated as low quality, suggesting that melatonin has no significant effect on maximal strength performance compared with placebo, according to the meta-analysis results. For aspartate aminotransferase, the GRADE recommendation was rated as very low quality, with evidence downgraded due to very serious inconsistency, serious imprecision, and small sample size, indicating that, despite statistical significance, confidence in this protective effect remains very limited.</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec24">
<label>4</label>
<title>Discussion</title>
<p>This systematic review and meta-analysis demonstrates that melatonin supplementation enhances athletic performance and reduces muscle damage through timing-dependent mechanisms, though evidence quality varies substantially across outcomes. High-certainty evidence supports benefits for endurance performance and creatine kinase reduction, while effects on explosive power are small and uncertain, and benefits for strength, speed, and coordination remain inconclusive.</p>
<p>The most critical finding is the timing-dependency of melatonin&#x2019;s effects. Evening administration with &#x003E;6-h intervals to exercise produced meaningful benefits, whereas daytime administration or shorter intervals showed minimal effects. This pattern reflects melatonin&#x2019;s dual mechanisms: immediate sedative effects that may impair acute performance when administered shortly before exercise, and delayed restorative effects through sleep enhancement and circadian optimization that improve next-day performance. Multi-day supplementation demonstrated substantially larger effects than acute administration, indicating cumulative protective mechanisms operating through improved recovery rather than acute ergogenic action.</p>
<p>Our subgroup analyses revealed clear timing-dependent patterns: evening administration (SMD 0.45 for explosive power; SMD 0.73 for endurance) showed numerically larger effects than daytime administration (SMD 0.07 for explosive power; SMD 0.33 for endurance), though formal between-group comparisons were not conducted. More importantly, administration-to-exercise intervals exceeding 6&#x202F;h produced moderate effects, whereas shorter intervals showed no effect. These timing-dependent effects likely reflect melatonin&#x2019;s dual mechanisms: immediate sedative effects that may impair acute performance when administered shortly before exercise (<xref ref-type="bibr" rid="ref16">16</xref>), and delayed restorative effects through sleep quality enhancement and circadian optimization that improve next-day performance (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref20">20</xref>). The critical six-hour threshold suggests that melatonin&#x2019;s ergogenic benefits manifest through overnight recovery processes rather than acute antioxidant protection during exercise itself. Multi-day supplementation protocols demonstrated substantially larger effects compared to acute administration, indicating cumulative protective mechanisms. Subgroup analyses further revealed that athlete populations demonstrated significantly greater muscle damage protection than non-athletes, suggesting that training status modulates melatonin&#x2019;s protective efficacy.</p>
<p>When interpreting these timing-dependent effects, it is important to acknowledge that different administration protocols are likely to engage different underlying mechanisms. Acute daytime or pre-exercise dosing is more likely to influence arousal, thermoregulation, and acute antioxidant availability, and may even impair neuromuscular performance through sedative effects. In contrast, evening or pre-sleep multi-day protocols, especially when exercise is performed on the following day, are more plausibly acting through improvements in sleep and circadian alignment, together with cumulative antioxidant and anti-inflammatory adaptations.</p>
<sec id="sec25">
<label>4.1</label>
<title>Ecological validity: time-to-exhaustion vs. time-trial paradigms</title>
<p>Stratification by test modality revealed critical distinctions: melatonin significantly improved time-to-exhaustion performance (TTE: SMD 0.62, <italic>p</italic>&#x202F;=&#x202F;0.008, <italic>I</italic><sup>2</sup> =&#x202F;17%) but not time-trial performance (TT: SMD 0.38, <italic>p</italic>&#x202F;=&#x202F;0.4, <italic>I</italic><sup>2</sup> =&#x202F;65%). TTE protocols impose fixed intensity until exhaustion, reflecting tolerance to oxidative stress&#x2014;directly targeted by melatonin&#x2019;s antioxidant mechanisms. TT protocols require self-paced effort optimization, a cognitive task potentially impaired by melatonin&#x2019;s sedative properties. The low heterogeneity in TTE (<italic>I</italic><sup>2</sup> =&#x202F;17%) versus high heterogeneity in TT (<italic>I</italic><sup>2</sup> =&#x202F;65%) further supports this distinction. These findings suggest melatonin primarily enhances training tolerance rather than competitive performance, as TTE improvements reflect the capacity to sustain high-intensity training stimuli while TT results indicate limited race-day ergogenic value. Melatonin appears most beneficial as a recovery aid during intensive training blocks rather than for acute performance enhancement.</p>
<p>Performance domain-specific analyses revealed that endurance performance showed moderate effects with high-certainty evidence, significantly exceeding other performance types. Acute melatonin administration substantially increased time to exhaustion at maximal aerobic capacity (<xref ref-type="bibr" rid="ref6">6</xref>), while nocturnal melatonin enhanced next-day repeated sprint performance by reducing fatigue index and lowering peak heart rate (<xref ref-type="bibr" rid="ref9">9</xref>). Notably, these benefits occurred independently of sleep parameter changes, suggesting direct ergogenic mechanisms rather than sleep-mediated effects alone. In contrast, muscular strength, neuromotor coordination, and speed performance demonstrated no significant benefits, though evidence certainty was low. The limited efficacy of strength-based activities aligns with observations that high-dose pre-exercise administration impaired anaerobic test performance through sedative effects (<xref ref-type="bibr" rid="ref16">16</xref>), whereas nocturnal administration improved next-day strength and power output (<xref ref-type="bibr" rid="ref18">18</xref>). Melatonin&#x2019;s protective mechanisms operate through comprehensive antioxidant and anti-inflammatory pathways, significantly attenuating exercise-induced oxidative stress across multiple markers, including MDA reduction and enhanced antioxidant enzyme activities following both acute exhaustive exercise and multi-day intensive training (<xref ref-type="bibr" rid="ref12 ref13 ref14">12&#x2013;14</xref>, <xref ref-type="bibr" rid="ref19">19</xref>). Supplementation effectively attenuated post-exercise inflammatory responses through NF-&#x03BA;B inhibition, preventing excessive inflammatory cascades (<xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref44">44</xref>).</p>
<p>Importantly, the high certainty of CK findings (<italic>I</italic><sup>2</sup> =&#x202F;0% across 7 studies) contrasts with the moderate-to-very-low certainty for other biomarkers, suggesting that melatonin&#x2019;s protective effect on muscle membrane integrity is robust and reproducible, while effects on other damage markers require further investigation.</p>
<p>Melatonin demonstrated multi-organ protective effects extending beyond skeletal muscle. Supplementation significantly decreased creatinine levels, indicating improved renal function, without affecting glucose, triglycerides, liver enzymes, or hematological parameters. Critically, melatonin demonstrated excellent safety across multiple physiological systems even at high doses (100&#x202F;mg&#x202F;day<sup>&#x2212;1</sup>) administered for 4&#x202F;weeks, producing no adverse effects on hepatic enzymes, renal function markers, or hematological parameters (<xref ref-type="bibr" rid="ref19">19</xref>). Across the included studies, melatonin doses ranging from 3 to 10&#x202F;mg administered for durations up to 4&#x202F;weeks consistently showed no clinically significant adverse effects on organ function (<xref ref-type="bibr" rid="ref19">19</xref>). Melatonin&#x2019;s tolerability is further confirmed by evidence demonstrating excellent safety even at high doses for extended periods. Additionally, melatonin enhanced aerobic performance while lowering total serum cholesterol (<xref ref-type="bibr" rid="ref6">6</xref>), suggesting preferential lipid metabolism without adverse metabolic effects. However, timing-dependent considerations are crucial for safety. While most studies reported no adverse events, several documented melatonin-induced drowsiness or reduced alertness with daytime administration (<xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref21">21</xref>), emphasizing that timing is critical to avoid performance-impairing sedative effects.</p>
</sec>
<sec id="sec26">
<label>4.2</label>
<title>Practical implications</title>
<p>Based on the evidence synthesis, nocturnal administration taken before sleep for several days during training camps or competition phases appears most effective for endurance athletes, supported by high-certainty evidence showing moderate performance improvements (<xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref35">35</xref>). For explosive power activities, the benefits are small and of uncertain clinical significance (SMD 0.29). Athletes and practitioners should carefully weigh whether this small effect justifies supplementation. For strength, power, and speed activities, current evidence does not support melatonin supplementation, as no significant benefits were observed. For endurance performance enhancement, evening administration is recommended with exercise conducted the following day; daytime use within 6&#x202F;h of exercise should be avoided. For individuals with overweight or obesity, lower doses administered pre-exercise provide substantial protection (<xref ref-type="bibr" rid="ref7">7</xref>), though blood glucose monitoring is advisable. Critically, high-dose acute administration shortly before exercise should be avoided when athletes have adequate sleep, as sedative effects may impair immediate performance (<xref ref-type="bibr" rid="ref16">16</xref>). Melatonin is generally well-tolerated, with doses up to 100&#x202F;mg&#x202F;day<sup>&#x2212;1</sup> for 4&#x202F;weeks producing no adverse effects on hepatic, renal, or hematological function (<xref ref-type="bibr" rid="ref19">19</xref>). The optimal protocol comprises evening administration, multi-day supplementation during intensive training periods, and administration-to-exercise intervals exceeding 6&#x202F;h, operating through dual pathways: direct antioxidant protection and sleep quality enhancement, facilitating recovery (<xref ref-type="bibr" rid="ref47">47</xref>&#x2013;<xref ref-type="bibr" rid="ref48">48</xref>).</p>
<p>Moreover, most included trials did not characterize or stratify participants according to baseline endogenous melatonin concentrations. It therefore remains unclear whether the ergogenic and protective effects of melatonin supplementation differ between individuals with naturally low versus normal melatonin levels, which should be addressed in future studies.</p>
</sec>
<sec id="sec27">
<label>4.3</label>
<title>Limitations</title>
<p>This meta-analysis has several limitations that warrant consideration. Small sample sizes across included trials limit statistical power and precision of effect estimates. Short-term evaluation periods preclude assessment of whether acute protective effects translate to enhanced chronic training adaptations. The predominance of male participants restricts generalizability to female athletes, and sex-specific responses remain uncharacterized. Publication bias concerns were identified for some muscle damage biomarkers (LDH and ASAT) based on funnel plot asymmetry and high heterogeneity, necessitating cautious interpretation of these specific outcomes. However, creatine kinase demonstrated high certainty with zero heterogeneity across studies, suggesting a robust and reproducible protective effect. The small number of studies (<italic>n</italic>&#x202F;=&#x202F;7 for CK, <italic>n</italic>&#x202F;=&#x202F;6 for LDH, <italic>n</italic>&#x202F;=&#x202F;4 for ASAT) limits the statistical power of publication bias assessments through funnel plots alone. Heterogeneous outcome measures and exercise protocols across studies introduce substantial methodological variability. Future research should prioritize head-to-head comparisons of nocturnal versus acute administration protocols in well-powered trials, dose&#x2013;response relationships across populations with varying training status, concurrent measurement of biochemical and performance outcomes at multiple time points, investigation of sex-specific responses and hormonal interactions in female athletes, longitudinal studies examining chronic training adaptations, and large-scale pre-registered trials to address publication bias and establish definitive efficacy and safety profiles across diverse athletic populations.</p>
<p>In addition, although several included trials administered melatonin in the evening or before bedtime, sleep-related outcomes were not consistently assessed. Therefore, we cannot determine whether the observed improvements in performance and attenuation of exercise-induced muscle damage were mediated by changes in sleep quality or duration. Future trials should systematically include objective and validated subjective sleep measures to clarify the extent to which melatonin&#x2019;s effects are sleep-dependent.</p>
<p>Our categorical subgroup approach, while appropriate given sample size constraints, has inherent limitations, including increased Type I error risk from multiple comparisons. We minimized this risk through pre-specification of subgroups and conservative interpretation, focusing on consistency of effect direction. Meta-regression with continuous moderators would be preferable with larger sample sizes (&#x2265;40&#x2013;50 studies), which future updated reviews should consider as more evidence accumulates.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec28">
<label>5</label>
<title>Conclusion</title>
<p>This systematic review and meta-analysis provides high-certainty evidence that melatonin supplementation enhances endurance performance (moderate effect, SMD 0.58) training tolerance (TTE: SMD 0.62, <italic>p</italic>&#x202F;=&#x202F;0.008) but not time-trial performance (TT: <italic>p</italic>&#x202F;=&#x202F;0.4), positioning melatonin as a training recovery aid rather than competitive ergogenic aid, whereas evidence for explosive power shows only small benefits (SMD 0.29) of uncertain clinical significance while reducing exercise-induced muscle damage through timing-dependent mechanisms. Evening administration with administration-to-exercise intervals exceeding 6&#x202F;h produced optimal benefits, while daytime administration showed negligible effects. Multi-day supplementation protocols yielded substantially greater efficacy than acute dosing, indicating cumulative protective mechanisms. Endurance performance demonstrated the most pronounced improvements with high-certainty evidence, whereas effects on explosive power were modest, and benefits for strength, coordination, and speed remain uncertain. For muscle damage protection, high-certainty evidence supports creatine kinase reduction (SMD&#x202F;=&#x202F;0.59, 95% CI: 0.29&#x2013;0.89, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%). In contrast, LDH effects were non-significant (<italic>p</italic>&#x202F;=&#x202F;0.07) with moderate-certainty evidence, and ASAT evidence is of very low quality. Publication bias concerns identified through funnel plot asymmetry primarily affect LDH and ASAT interpretations.</p>
<p>However, significant limitations constrain clinical translation. Variable evidence quality across performance domains, with high certainty for endurance and CK but low certainty for strength and speed outcomes, publication bias concerns for some biomarkers (LDH, ASAT), substantial publication bias affecting muscle damage outcomes, small sample sizes, short-term evaluation periods, and predominance of male participants, necessitate cautious interpretation. Future research should prioritize pre-registered, adequately powered trials examining long-term training adaptations, sex-specific responses, and mechanistic pathways underlying the dissociation between biochemical protection and functional outcomes. Until such evidence emerges, practitioners should apply melatonin supplementation primarily for endurance athletes during intensive training periods, while recognizing small and clinically uncertain benefits for explosive power, and lack of evidence supporting use for strength, power, and speed performance domains.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec29">
<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="sec30">
<title>Author contributions</title>
<p>JGuo: Data curation, Writing &#x2013; review &#x0026; editing, Conceptualization, Writing &#x2013; original draft, Formal analysis. LZ: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. JGu: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. JS: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. GL: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. CW: Writing &#x2013; review &#x0026; editing, Funding acquisition, Supervision, Writing &#x2013; original draft.</p>
</sec>
<sec sec-type="COI-statement" id="sec31">
<title>Conflict of interest</title>
<p>The author(s) declared that this work 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="sec32">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not 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="sec33">
<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="sec34">
<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/fnut.2026.1742464/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnut.2026.1742464/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0003">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2552826/overview">Adam Jajtner</ext-link>, Kent State University, United States</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0004">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2804436/overview">Tatiana Palotta Minari</ext-link>, Federal University of S&#x00E3;o Paulo, Brazil</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/339694/overview">Wladimir Rafael Beck</ext-link>, Federal University of S&#x00E3;o Carlos, Brazil</p>
</fn>
</fn-group>
<fn-group>
<fn id="fn0001">
<label>1</label>
<p>
<ext-link xlink:href="https://www.gradepro.org/" ext-link-type="uri">https://www.gradepro.org/</ext-link>
</p>
</fn>
</fn-group>
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</article>