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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nutr.</journal-id>
<journal-title>Frontiers in Nutrition</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nutr.</abbrev-journal-title>
<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.2025.1522287</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nutrition</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Effects of oral supplementation of &#x03B2; -hydroxy-&#x03B2; -methylbutyrate on muscle mass and strength in individuals over the age of 50: a meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Li</surname> <given-names>Nan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Chen</surname> <given-names>Shanbin</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>He</surname> <given-names>Yuxi</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
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<name><surname>Chen</surname> <given-names>Yamin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Duan</surname> <given-names>Xiaosa</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>He</surname> <given-names>Wenxing</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Qihe</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1783647/overview"/>
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<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Sana</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Liu</surname> <given-names>Tongbo</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Fang</surname> <given-names>Haiqin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>NHC Key Laboratory of Food Safety Assessment, Chinese Academy of Medical Science Research Unit (2019RU014), China National Center for Food Safety Risk Assessment</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>School of Biological Science and Technology, University of Jinan</institution>, <addr-line>Jinan</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Institute of Food and Nutrition Science and Technology, Shandong Academy of Agricultural Sciences</institution>, <addr-line>Jinan</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>Northwest Agriculture and Forestry University, Yangling</institution>, <addr-line>Shanxi</addr-line>, <country>China</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Information, Medical Supplies Center of PLA General Hospital</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Rengfei Shi, Shanghai University of Sport, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Yungang Zhao, Tianjin University of Sport, China</p><p>Jin Hongtao, Chinese Academy of Medical Sciences and Peking Union Medical College, China</p><p>Deng Xiaojun, Shanghai University of Sport, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Haiqin Fang, <email>fanghaiqin@cfsa.net.cn</email></corresp>
<corresp id="c002">Tongbo Liu, <email>liutong_bo@163.com</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>04</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1522287</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>03</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Li, Chen, He, Chen, Duan, He, Wang, Liu, Liu and Fang.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Li, Chen, He, Chen, Duan, He, Wang, Liu, Liu and Fang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>&#x03B2;-Hydroxy &#x03B2;-Methylbutyrate (HMB) has shown potential in improving muscle protein turnover, which may be important for preventing muscle degradation in aging populations. The aim of this meta-analysis is to clarify the impact of HMB oral supplementation on muscle-related indicators and discover the interaction between dosage and duration. The findings will provide a scientific basis for the use of HMB oral supplementation in the management of muscle attenuation.</p>
</sec>
<sec>
<title>Methods</title>
<p>A computer systems-based search for articles of randomized controlled trial (RCT) in the PubMed, Cochrane Library, Web of Science, ScienceDirect, EBSCO English databases and China Journal Full-Text Database (CNKI), Wan Fang Chinese databases, was conducted up to October 2023. Data were pooled using weighted mean difference (WMD) and 95% confidence intervals (95% CI).</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 21 RCTs were included, involving 1935 participants, all of them were &#x003E; 50 years old. Results showed a positive impact of HMB oral supplementation in improving muscle mass (appendicular skeletal muscle mass: WMD = 1.56 kg, 95% CI: 0.03&#x2013;3.09 kg and lean mass: WMD = 0.28 kg, 95% CI: 0.16&#x2013;0.41 kg), strength (handgrip strength: WMD = 0.54 kg, 95% CI: 0.04&#x2013;1.04 kg and five-time chair stand test: WMD = &#x2013;0.73 s, 95% CI: &#x2013;1.35, &#x2013;0.11 s), and physical function (gait speed: WMD = 0.06 m/s, 95% CI: 0.01&#x2013;0.10 m/s). Subgroup analysis revealed that the effect of a dosage of 3 g/d had significant improvement, and the effect of supplementation duration lasting &#x003E; 12 weeks had significant improvement, and a dosage of 3g/day for more than 12 weeks was recommended.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>HMB oral supplementation can improve muscle mass, strength, and physical function. We recommend to implement supplementation at a dosage of 3 g for a duration exceeding 12 weeks to achieve optimal benefits.</p>
</sec>
<sec>
<title>Systematic review registration</title>
<p><uri xlink:href="https://www.crd.york.ac.uk/PROSPERO/login">https://www.crd.york.ac.uk/PROSPERO/login</uri>, identifier 42024518958.</p>
</sec>
</abstract>
<kwd-group>
<kwd>&#x03B2;-Hydroxy-&#x03B2;-methylbutyrate</kwd>
<kwd>dosage</kwd>
<kwd>duration</kwd>
<kwd>muscle</kwd>
<kwd>mass</kwd>
<kwd>strength</kwd>
<kwd>function</kwd>
<kwd>metaanalysis</kwd>
</kwd-group>
<counts>
<fig-count count="11"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="64"/>
<page-count count="19"/>
<word-count count="10238"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Clinical Nutrition</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Muscle acts as the body&#x2019;s second heart, is crucial for bone health, consumes blood glucose, and is vital in human metabolism. Middle-aged people lose 3% of their muscle strength and 1% of their muscle mass each year on average (<xref ref-type="bibr" rid="B1">1</xref>). Skeletal muscle loss is about 30% at the age of 60 years and about 50% at the age of 80 years (<xref ref-type="bibr" rid="B1">1</xref>). Muscle attenuation is usually associated with imbalance between muscle catabolism and anabolism. With increasing age, the body resists normal growth signals, resulting in increased catabolism, which in turn leads to muscle loss and sarcopenia (<xref ref-type="bibr" rid="B2">2</xref>). Sarcopenia is a disease characterized by the decline in muscle mass, strength, and function with age (<xref ref-type="bibr" rid="B3">3</xref>). This condition may have detrimental effects on the health of older individuals, including an increased risk of falls, fractures, obesity, hypertension, diabetes, and cardiovascular diseases (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>). The prevalence of sarcopenia in the elderly &#x2265; 65 years has been reported to be 20% in the Western population, and it reaches 50&#x2013;60% in those aged &#x2265; 80 years (<xref ref-type="bibr" rid="B7">7</xref>). China has the largest elderly population, and the prevalence of sarcopenia among the community-dwelling elderly is also as high as 12% (<xref ref-type="bibr" rid="B8">8</xref>). Growing evidence suggests that sarcopenia is associated with adverse consequences and an increased medical burden (<xref ref-type="bibr" rid="B9">9</xref>). It can serve as a predictor for infection risk, length of hospital stay, readmission, hospital complications, decreased physical function, and mortality (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>). Consequently, there has been a growing interest in research on the prevention and treatment of sarcopenia in recent years.</p>
<p>HMB, an <italic>in vivo</italic> metabolite of leucine, has shown potential for improving muscle protein turnover. It is considered the most important regulator of muscle protein anabolism and has been found to promote muscle protein synthesis and inhibit muscle protein decomposition (<xref ref-type="bibr" rid="B12">12</xref>). Thus, HMB may be important for preventing muscle degradation in aging populations. Studies have demonstrated that HMB supplementation can improve muscle function, prevent muscle atrophy, promote wound healing, and enhance muscle mass and strength (<xref ref-type="bibr" rid="B12">12</xref>&#x2013;<xref ref-type="bibr" rid="B14">14</xref>). Several studies have reported that HMB supplementation has a positive effect on muscle mass, strength, and physical function in the elderly (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>). Considering the potential of HMB, understanding its role and optimizing its application in the treatment of sarcopenia are important. However, most previous studies have focused on elderly individuals &#x003E; 65 years. Thus, there is a lack of research involving people aged between 50 and 65 years. After age 50, skeletal muscle mass and muscle strength gradually decrease; specifically, the leg muscle mass decreases by 1&#x2013;2% per year and muscle strength decreases by 1.5&#x2013;5% per year (<xref ref-type="bibr" rid="B18">18</xref>). Previous studies suggest that the long-term effect of supplementation is beneficial (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>). To ensure the safety of participants, the recommended supplement dosage is typically &#x2264; 3 g/day. However, studies on humans report no side effects with dosages as high as 6 g/day for up to 1 month (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>). Thus, the specific role and dosage&#x2013;duration response relationship of HMB in people &#x003E; 50 years remain unclear. To provide clear dosage and duration guidance for HMB supplementation, a meta-analysis of the dosage&#x2013;duration response relationship is warranted. This study focused on participants over the age of 50 and referred to the 2021 Chinese expert consensus on the diagnosis and treatment of sarcopenia in the elderly and the Asia Working Group for Sarcopenia (AWGS) consensus (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>) to identify the most clinically relevant evaluation indexes. We selected the appendicular skeletal muscle mass (ASMM) and lean mass (LM) as the evaluation indexes for muscle mass, handgrip strength and the five-time chair stand test as the evaluation indexes for muscle strength, and gait speed and the 6-min walk test (6MWT) as the evaluation indexes for physical function. Using meta-analysis, the effects of HMB oral supplementation on muscle mass, strength, and physical function were first analyzed. Furthermore, the effects of different dosage and duration of HMB oral supplementation on muscle-related indicators were explored. The optimal dosage-duration response relationship was obtained. The aim of the study was to provide evidence for the prevention and treatment of clinical sarcopenia.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and methods</title>
<p>This review was carried out in accordance with a protocol registered on PROSPERO (CRD: 42024518958). The method and results are reported according to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analysis) guidelines (<xref ref-type="bibr" rid="B25">25</xref>) A compiled PRISMA checklist is included in <xref ref-type="supplementary-material" rid="TS2">Supplementary material</xref>.</p>
<sec id="S2.SS1">
<title>Literature search strategy</title>
<p>A computer systems-based search and sorting of relevant documents published before October 2023 was conducted in several databases, including PubMed, Cochrane Library, Web of Science, ScienceDirect, EBSCO, China Journal Full-Text Database (CNKI), and Wan Fang. In addition, references of included studies were retrieved for eligible studies. The search was conducted in both the Chinese and English languages. A free combination of subject words and free words was used in all searches (see <xref ref-type="supplementary-material" rid="TS1">Supplementary material</xref> for the search strategy).</p>
</sec>
<sec id="S2.SS2">
<title>Literature inclusion criteria</title>
<p>The PICOS (population, interventions, comparators, outcomes, study design) criteria for the eligibility of studies (<xref ref-type="bibr" rid="B26">26</xref>) was used to determine the inclusion and exclusion criteria, as follows:</p>
<list list-type="simple">
<list-item>
<label>(1)</label>
<p>Participants: The research participants should be adults &#x003E; 50 years. We have no restrictions on participants&#x2019; gender, health status, socioeconomic status, race or geographical area.</p>
</list-item>
<list-item>
<label>(2)</label>
<p>Intervention: Including at least a 6-week trial of any oral supplementation containing HMB. We included any HMB dosage, supplementation form (powders, pills, nutritional drink), and both intervention and the control groups were included in the study with the same exercise program.</p>
</list-item>
<list-item>
<label>(3)</label>
<p>Comparators: Participants who did not receive HMB oral supplements (placebo, uniform hospital meals or standard diet).</p>
</list-item>
<list-item>
<label>(4)</label>
<p>Outcomes: The study should be complete, and the outcome measures should include at least one of the following: ASMM, LM, handgrip strength, five-time chair stand test, gait speed, and 6MWT. The outcome indicators should be expressed using corresponding statistical indicators.</p>
</list-item>
<list-item>
<label>(5)</label>
<p>Study designs: The studies should be RCTs. Study designs included double-blinded-randomized clinical trials. Randomization is mainly aided by randomization schedules, the electronic data capture system was utilized to assign participant numbers and randomized participants according to the generated randomization schedules. The blinded method was applied through the entire course of the study. Neither the investigators, staff involved in the study, or participants were informed of the identity of any of the study products over the entire study period. Studies not reporting randomization or blinding procedures were also included for evaluation, but this type of studies is considered high risk in the domain allocation concealment and blinding of participants and personnel.</p>
</list-item>
</list>
</sec>
<sec id="S2.SS3">
<title>Literature screening and data extraction</title>
<p>Two researchers independently used EndNote version X9 (Clarivate Analytics, PA, United States) software for literature screening. In cases where their opinions differed, they discussed with a third researcher to make a decision on whether to include the literature. A standardized data extraction table was used to extract data, and cross-checking was conducted to identify any discrepancies in the data, which were subsequently corrected. Only baseline and endpoint of the intervention outcome data were retrieved if a study had multiple time points.</p>
<p>Data on general study characteristics, such as author name; publication year; nationality; intervention plan; study type; and basic information about the research participant, including age, sex, body mass index, and health status, were extracted. In addition, outcome indicators, including sample sizes of the intervention and control groups, as well as relevant data for the indicators used in this study, were also extracted. For studies with multiple intervention groups, we extracted data from each intervention group and the control group. The indicators were then classified, and the data were converted to obtain the available data.</p>
</sec>
<sec id="S2.SS4">
<title>Quality evaluation</title>
<p>Two researchers used RevMan 5.3 (RevMan, V.5.3. Copenhagen: The Nordic Cochrane Centre, The Cochrane Collaboration, 2014) software to evaluate the quality of the studies based on the Cochrane bias risk assessment tool (Cochrane Handbook for Systematic Reviews of Interventions version 6.0) (<xref ref-type="bibr" rid="B27">27</xref>). The evaluation consisted of seven items: (1) whether the generation of random sequences was done correctly; (2) whether the random allocation scheme was concealed; (3) whether a blind method was implemented for both the research participants and the interveners; (4) whether the outcome evaluator was blinded; (5) whether the outcome indicators were complete; (6) whether there was selective reporting of study results; and (7) whether there were other sources of bias.</p>
</sec>
<sec id="S2.SS5">
<title>GRADE assessment</title>
<p>The strength of the evidence presented in the study was evaluated using guidelines established by the Grading of Recommendations Assessment, Development and Evaluation (GRADE) Working Group. We classify the quality of evidence into four levels: very low, low, moderate, and high (<xref ref-type="bibr" rid="B28">28</xref>). The evaluation included five aspects: bias risk, inconsistency, indirectness, imprecision, and publication bias.</p>
</sec>
<sec id="S2.SS6">
<title>Data analysis</title>
<p>The data analysis was performed using Stata version 12 (Statacorp LP, College Station, TX, United States) statistical software. The effect sizes were calculated with the random-effect model (DerSimonianLaird method) and were expressed as a weighted mean difference (WMD) with a 95% confidence interval (CI). Heterogeneity among the included studies was assessed using the I<sup>2</sup> statistics. In line with the Cochrane Handbook for Systematic Reviews of Interventions, the interpretation threshold was set to 50% and 0.1. Funnel plots were used to assess the risk of bias, and Egger&#x2019;s test was applied to asymmetry. It is known that health status, age, gender, BMI, frequency of supplementation, combination with exercise and combination with other substrates can all greatly affect muscle mass, strength, and physical function. In addition, dosage, duration, and relationship of dosage-duration are also factors affect the effectiveness of HMB intervention. So we performed subgroup analysis based on dosage (3 g/day and &#x003C; 3 g/day), duration (&#x003E; 12 weeks and &#x2264; 12 weeks), relationship of dosage-duration (3 g/day and &#x003E; 12 weeks, 3g/day and &#x2264; 12 weeks, &#x003C;3 g/day and &#x003E; 12weeks, &#x003C; 3g/day and &#x2264; 12 weeks), health status (diseased and healthy), age (&#x003C; 65 years and &#x2265; 65 years), gender (male and female), BMI (&#x003C; 25 kg/m<sup>2</sup>, &#x2265; 25 kg/m<sup>2</sup>), supplementary frequency (1 times/day, 2 times/day and 3 times/day), combination with exercise (yes and no) and combination with other substances (yes and no).</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Literature search results</title>
<p>Based on the search strategy, a total of 2,671 studies were initially identified. After screening, 21 RCTs (three in the Chinese language and 18 in the English language) were included in the analysis. The screening process is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Flowchart illustrating various phases of the search and study selection according to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-12-1522287-g001.tif"/>
</fig>
</sec>
<sec id="S3.SS2">
<title>Basic characteristics and quality evaluation of the included studies</title>
<p>A total of 21 RCTs (<xref ref-type="bibr" rid="B29">29</xref>&#x2013;<xref ref-type="bibr" rid="B49">49</xref>) were included in the meta-analysis. Among these studies, seven were conducted in Asia, six in Europe, and eight in America. The total sample size was 1935, with 967 cases in the experimental group and 968 cases in the control group. The basic characteristics of the included studies are summarized in <xref ref-type="table" rid="T1">Table 1</xref>. The quality of the included studies was evaluated, and the results (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>) indicated that the quality was high, making them suitable for meta-analysis.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Study characteristics of included literatures.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Author, year</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Country</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Sample volume (intervention/control)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Intervention duration</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">Age</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">BMI (kg/m<sup>2</sup>)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">State of health</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Sex</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Intervention group supplement</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Control supplement</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Frequency</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Exercise plan</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Dosage (g/d)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Outcome indicator</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>Intervention</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>Control</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>Intervention</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>Control</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
</tr>
<tr>
<td valign="top" align="left">Zuo et al. (<xref ref-type="bibr" rid="B29">29</xref>)</td>
<td valign="top" align="center">China</td>
<td valign="top" align="center">25/23</td>
<td valign="top" align="center">6 weeks</td>
<td valign="top" align="center">70.20(4.29)</td>
<td valign="top" align="center">70.50(5.78)</td>
<td valign="top" align="center">23.14(5.19)</td>
<td valign="top" align="center">23.12(6.11)</td>
<td valign="top" align="center">Hip fracture patients</td>
<td valign="top" align="center">M/F</td>
<td valign="top" align="center">Standard diet+HMB</td>
<td valign="top" align="center">Standard diet</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x2460;&#x2462;</td>
</tr>
<tr>
<td valign="top" align="left">Malafarina et al. (<xref ref-type="bibr" rid="B30">30</xref>)</td>
<td valign="top" align="center">Spain</td>
<td valign="top" align="center">36/38</td>
<td valign="top" align="center">7 weeks</td>
<td valign="top" align="center">85.7 (6.5)</td>
<td valign="top" align="center">84.7 (6.3)</td>
<td valign="top" align="center">24.9 (4.4)</td>
<td valign="top" align="center">26.0 (5.4)</td>
<td valign="top" align="center">Hip fracture patients</td>
<td valign="top" align="center">M/F</td>
<td valign="top" align="center">Standard diet+HMB</td>
<td valign="top" align="center">Standard diet</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">3.08</td>
<td valign="top" align="center">&#x2460;&#x2461;&#x2462;&#x2464;</td>
</tr>
<tr>
<td valign="top" align="left">Chew et al. (<xref ref-type="bibr" rid="B31">31</xref>)</td>
<td valign="top" align="center">Singapore</td>
<td valign="top" align="center">296/303</td>
<td valign="top" align="center">24 weeks</td>
<td valign="top" align="center">74.26(0.36)</td>
<td valign="top" align="center">74.04 (0.36)</td>
<td valign="top" align="center">18.36(0.09)</td>
<td valign="top" align="center">18.48(0.09)</td>
<td valign="top" align="center">Risk of Malnutrition</td>
<td valign="top" align="center">M/F</td>
<td valign="top" align="center">HMB</td>
<td valign="top" align="center">Placebo</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">1.48</td>
<td valign="top" align="center">&#x2460;&#x2462;</td>
</tr>
<tr>
<td valign="top" align="left">Hua et al. (<xref ref-type="bibr" rid="B32">32</xref>)</td>
<td valign="top" align="center">China</td>
<td valign="top" align="center">45/46</td>
<td valign="top" align="center">12 weeks</td>
<td valign="top" align="center">72.34(6.79)</td>
<td valign="top" align="center">72.34(6.79)</td>
<td valign="top" align="center">21.91(2.88)</td>
<td valign="top" align="center">21.91(2.88)</td>
<td valign="top" align="center">Risk of malnutrition</td>
<td valign="top" align="center">M/F</td>
<td valign="top" align="center">HMB</td>
<td valign="top" align="center">Placebo</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">2.6</td>
<td valign="top" align="center">&#x2460;</td>
</tr>
<tr>
<td valign="top" align="left">Vukovich et al. (<xref ref-type="bibr" rid="B33">33</xref>)</td>
<td valign="top" align="center">America</td>
<td valign="top" align="center">14/17</td>
<td valign="top" align="center">8 weeks</td>
<td valign="top" align="center">70 (1)</td>
<td valign="top" align="center">70 (1)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">Healthy</td>
<td valign="top" align="center">M/F</td>
<td valign="top" align="center">HMB</td>
<td valign="top" align="center">Placebo</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x2461;</td>
</tr>
<tr>
<td valign="top" align="left">Yu and Chai (<xref ref-type="bibr" rid="B34">34</xref>)</td>
<td valign="top" align="center">China</td>
<td valign="top" align="center">42/42</td>
<td valign="top" align="center">12 weeks</td>
<td valign="top" align="center">68.31(3.29)</td>
<td valign="top" align="center">68.28(3.19)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">Lower extremity fracture and malnutrition patients</td>
<td valign="top" align="center">M/F</td>
<td valign="top" align="center">Uniform hospital meals+HMB</td>
<td valign="top" align="center">Uniform hospital meals</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">2.6</td>
<td valign="top" align="center">&#x2460;</td>
</tr>
<tr>
<td valign="top" align="left">Deutz et.al. (<xref ref-type="bibr" rid="B35">35</xref>)</td>
<td valign="top" align="center">America</td>
<td valign="top" align="center">10/8</td>
<td valign="top" align="center">10 weeks</td>
<td valign="top" align="center">67.4 (1.4)</td>
<td valign="top" align="center">67.1 (1.7)</td>
<td valign="top" align="center">24.9 (1.0)</td>
<td valign="top" align="center">26.5 (1.2)</td>
<td valign="top" align="center">Healthy</td>
<td valign="top" align="center">M/F</td>
<td valign="top" align="center">CaHMB</td>
<td valign="top" align="center">Placebo</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x2461;</td>
</tr>
<tr>
<td valign="top" align="left">Stout et.al. (<xref ref-type="bibr" rid="B36">36</xref>)</td>
<td valign="top" align="center">America</td>
<td valign="top" align="center">49/49</td>
<td valign="top" align="center">24 weeks</td>
<td valign="top" align="center">73 (1)</td>
<td valign="top" align="center">73 (1)</td>
<td valign="top" align="center">26 (1)</td>
<td valign="top" align="center">25 (1)</td>
<td valign="top" align="center">Healthy</td>
<td valign="top" align="center">M/F</td>
<td valign="top" align="center">C<sub><italic>a</italic></sub>HMB</td>
<td valign="top" align="center">Placebo</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">Divided into two RCTs, the first without exercise. The second control group and the intervention group had the same resistance exercise.</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x2461;&#x2462;</td>
</tr>
<tr>
<td valign="top" align="left">Rathmacher et.al. (<xref ref-type="bibr" rid="B37">37</xref>)</td>
<td valign="top" align="center">America</td>
<td valign="top" align="center">57/60</td>
<td valign="top" align="center">48 weeks</td>
<td valign="top" align="center">71.0 (1.1)</td>
<td valign="top" align="center">70.8 (1.1)</td>
<td valign="top" align="center">28.9 (1.0)</td>
<td valign="top" align="center">31.8 (0.9)</td>
<td valign="top" align="center">Insufficient, but not clinically deficient 25OH-D levels</td>
<td valign="top" align="center">M/F</td>
<td valign="top" align="center">C<sub><italic>a</italic></sub>HMB/Vitamin D<sub>3</sub></td>
<td valign="top" align="center">Placebo</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">Divided into two RCTs, the first without exercise. The second control group and the intervention group had the same resistance exercise.</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x2461;</td>
</tr>
<tr>
<td valign="top" align="left">Baier et.al. (<xref ref-type="bibr" rid="B38">38</xref>)</td>
<td valign="top" align="center">America</td>
<td valign="top" align="center">40/37</td>
<td valign="top" align="center">48 weeks</td>
<td valign="top" align="center">75.41(1.53)</td>
<td valign="top" align="center">76.15(1.58)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">Healthy</td>
<td valign="top" align="center">M/F</td>
<td valign="top" align="center">CaHMB L-Arginine/L-Lysine</td>
<td valign="top" align="center">Placebo</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">&#x2264; 68 kg (2) &#x003E; 68 kg (3)</td>
<td valign="top" align="center">&#x2461;</td>
</tr>
<tr>
<td valign="top" align="left">Fairfield et.al. (<xref ref-type="bibr" rid="B39">39</xref>)</td>
<td valign="top" align="center">America</td>
<td valign="top" align="center">19/20</td>
<td valign="top" align="center">12 weeks</td>
<td valign="top" align="center">52 (1)</td>
<td valign="top" align="center">52.5 (1)</td>
<td valign="top" align="center">25.5 (2)</td>
<td valign="top" align="center">27.5 (1)</td>
<td valign="top" align="center">Healthy</td>
<td valign="top" align="center">F</td>
<td valign="top" align="center">C<sub><italic>a</italic></sub>HMB /Vitamin D<sub>3</sub></td>
<td valign="top" align="center">Placebo</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x2461;</td>
</tr>
<tr>
<td valign="top" align="left">Ellis et.al. (<xref ref-type="bibr" rid="B40">40</xref>)</td>
<td valign="top" align="center">America</td>
<td valign="top" align="center">16/15</td>
<td valign="top" align="center">24 weeks</td>
<td valign="top" align="center">72.3 (6.6)</td>
<td valign="top" align="center">70.6 (5.2)</td>
<td valign="top" align="center">29.4 (4.5)</td>
<td valign="top" align="center">27.5 (4.0)</td>
<td valign="top" align="center">Healthy</td>
<td valign="top" align="center">M/F</td>
<td valign="top" align="center">HMB /Arginine/Glutamine</td>
<td valign="top" align="center">Placebo</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x2461;</td>
</tr>
<tr>
<td valign="top" align="left">Berton et.al. (<xref ref-type="bibr" rid="B41">41</xref>)</td>
<td valign="top" align="center">Italy</td>
<td valign="top" align="center">32/33</td>
<td valign="top" align="center">8 weeks</td>
<td valign="top" align="center">65-74</td>
<td valign="top" align="center">65-74</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">Healthy</td>
<td valign="top" align="center">F</td>
<td valign="top" align="center">C<sub><italic>a</italic></sub>HMB</td>
<td valign="top" align="center">Placebo</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">&#x2461;&#x2462;&#x2465;</td>
</tr>
<tr>
<td valign="top" align="left">Olveira et.al. (<xref ref-type="bibr" rid="B42">42</xref>)</td>
<td valign="top" align="center">Spain</td>
<td valign="top" align="center">14/14</td>
<td valign="top" align="center">24 weeks</td>
<td valign="top" align="center">58.4(12.9)</td>
<td valign="top" align="center">53.7(13.1)</td>
<td valign="top" align="center">25.9 (3.4)</td>
<td valign="top" align="center">27.3 (5.8)</td>
<td valign="top" align="center">Patients with bronchiectasis</td>
<td valign="top" align="center">M/F</td>
<td valign="top" align="center">HMB</td>
<td valign="top" align="center">Placebo</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">Both groups performed the same exercise for 60 minutes per week.</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">&#x2461;&#x2462;</td>
</tr>
<tr>
<td valign="top" align="left">Flakoll et.al. (<xref ref-type="bibr" rid="B43">43</xref>)</td>
<td valign="top" align="center">America</td>
<td valign="top" align="center">41/36</td>
<td valign="top" align="center">12 weeks</td>
<td valign="top" align="center">77.7 (1.5)</td>
<td valign="top" align="center">75.7 (1.6)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">Healthy</td>
<td valign="top" align="center">F</td>
<td valign="top" align="center">CaHMB/Arginine/Lysine</td>
<td valign="top" align="center">Placebo</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">&#x2461;&#x2462;</td>
</tr>
<tr>
<td valign="top" align="left">Osuka et.al. (<xref ref-type="bibr" rid="B44">44</xref>)</td>
<td valign="top" align="center">Japan</td>
<td valign="top" align="center">73/76</td>
<td valign="top" align="center">12 weeks</td>
<td valign="top" align="center">73.5 (4.2)</td>
<td valign="top" align="center">71.8 (4.1)</td>
<td valign="top" align="center">21.3 (2.2)</td>
<td valign="top" align="center">20.9 (2.1)</td>
<td valign="top" align="center">Low muscle mass</td>
<td valign="top" align="center">F</td>
<td valign="top" align="center">C<sub><italic>a</italic></sub>HMB</td>
<td valign="top" align="center">Placebo</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">&#x2461;&#x2462;&#x2463;&#x2464;</td>
</tr>
<tr>
<td valign="top" align="left">Yang et.al. (<xref ref-type="bibr" rid="B45">45</xref>)</td>
<td valign="top" align="center">China</td>
<td valign="top" align="center">18/18</td>
<td valign="top" align="center">12 weeks</td>
<td valign="top" align="center">72.89(7.02)</td>
<td valign="top" align="center">71.44(5.22)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">Sarcopenia</td>
<td valign="top" align="center">M/F</td>
<td valign="top" align="center">C<sub><italic>a</italic></sub>HMB</td>
<td valign="top" align="center">Placebo</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">Both groups received the same resistance exercise.</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x2461;&#x2462;&#x2463;&#x2464;</td>
</tr>
<tr>
<td valign="top" align="left">Peng et.al. (<xref ref-type="bibr" rid="B46">46</xref>)</td>
<td valign="top" align="center">China</td>
<td valign="top" align="center">29/33</td>
<td valign="top" align="center">12 weeks</td>
<td valign="top" align="center">70.66(4.16)</td>
<td valign="top" align="center">71.48(3.46)</td>
<td valign="top" align="center">22.43(3.57)</td>
<td valign="top" align="center">22.65(2.21)</td>
<td valign="top" align="center">Pre-frail older persons</td>
<td valign="top" align="center">M/F</td>
<td valign="top" align="center">HMB</td>
<td valign="top" align="center">Standard diet</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x2463;</td>
</tr>
<tr>
<td valign="top" align="left">Deutz 2019(<xref ref-type="bibr" rid="B47">47</xref>)</td>
<td valign="top" align="center">America</td>
<td valign="top" align="center">109/105</td>
<td valign="top" align="center">12 weeks</td>
<td valign="top" align="center">74.5 (7.3)</td>
<td valign="top" align="center">75.2 (7.6)</td>
<td valign="top" align="center">23.3 (5.4)</td>
<td valign="top" align="center">22.8 (5.0)</td>
<td valign="top" align="center">Patients with chronic obstructive pulmonary disease</td>
<td valign="top" align="center">M/F</td>
<td valign="top" align="center">HMB</td>
<td valign="top" align="center">Placebo</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x2462;</td>
</tr>
<tr>
<td valign="top" align="left">Lattanzi et.al. (<xref ref-type="bibr" rid="B48">48</xref>)</td>
<td valign="top" align="center">Italy</td>
<td valign="top" align="center">14/10</td>
<td valign="top" align="center">12 weeks</td>
<td valign="top" align="center">59.2 (8.4)</td>
<td valign="top" align="center">56 (4.6)</td>
<td valign="top" align="center">29.6(6.8)</td>
<td valign="top" align="center">29.8 (4.3)</td>
<td valign="top" align="center">Liver transplant recipients</td>
<td valign="top" align="center">M/F</td>
<td valign="top" align="center">HMB</td>
<td valign="top" align="center">Placebo</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x2462;&#x2463;&#x2465;</td>
</tr>
<tr>
<td valign="top" align="left">Lattanzi et.al. (<xref ref-type="bibr" rid="B49">49</xref>)</td>
<td valign="top" align="center">Italy</td>
<td valign="top" align="center">12/9</td>
<td valign="top" align="center">12 weeks</td>
<td valign="top" align="center">60.4 (5.4)</td>
<td valign="top" align="center">59.3 (7.3)</td>
<td valign="top" align="center">24.5 (3.0)</td>
<td valign="top" align="center">25.7 (4.9)</td>
<td valign="top" align="center">Patients with Liver Cirrhosis</td>
<td valign="top" align="center">M</td>
<td valign="top" align="center">HMB+fruit juice</td>
<td valign="top" align="center">fruit juice</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x2462;&#x2465;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>&#x2460;ASMM; &#x2461;LM; &#x2462;Handgrip strength; &#x2463;Five-time chair stand test; &#x2464;Gait speed; &#x2465;6MWT; &#x201C;-&#x201D;No data.</p></fn>
</table-wrap-foot>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Risk-of-bias proportion for all studies.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-12-1522287-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Risk-of-bias summary for all studies.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-12-1522287-g003.tif"/>
</fig>
</sec>
<sec id="S3.SS3">
<title>Meta-analysis results</title>
<sec id="S3.SS3.SSS1">
<title>Muscle mass</title>
<p>In this study, two indicators, ASMM and LM, were used to evaluate muscle mass. Among the included studies, five reported the effect of HMB supplementation on ASMM. The results were analyzed using a random-effects model (WMD = 1.56 kg, 95% CI: 0.03&#x2013;3.09 kg, <italic>p</italic> = 0.05; <xref ref-type="fig" rid="F4">Figure 4</xref>). For LM, a total of 13 studies were combined, the results were analyzed using a random-effects model (WMD = 0.28 kg, 95% CI: 0.16&#x2013;0.41 kg, <italic>p</italic> = 0.01; <xref ref-type="fig" rid="F5">Figure 5</xref>). Overall, analysis of the two indicators revealed statistically significant differences between the HMB oral supplementation and control groups, indicating that HMB oral supplementation has a positive effect on ASMM and LM, particularly in individuals &#x003E; 50 years.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Forest plot of the effect of &#x03B2;-Hydroxy &#x03B2;-Methylbutyrate (HMB) on appendicular skeletal muscle mass (ASMM). The area of each square is proportional to the study&#x2019;s weight in the meta-analysis. The vertical line and diamond indicate the overall measure of the effects and confidence intervals, respectively.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-12-1522287-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Forest plot of the effect of HMB on lean mass (LM). The area of each square is proportional to the study&#x2019;s weight in the meta-analysis. The vertical line and diamond indicate the overall measure of the effects and confidence intervals, respectively.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-12-1522287-g005.tif"/>
</fig>
</sec>
<sec id="S3.SS3.SSS2">
<title>Muscle strength</title>
<p>In this study, handgrip strength for upper limb muscle strength and the five-time chair stand test for lower extremity muscle strength were used as evaluation indexes for muscle strength. For handgrip strength, 12 studies were combined, the results were analyzed using a random-effects model (WMD = 0.54 kg, 95% CI: 0.04&#x2013;1.04 kg, <italic>p</italic> = 0.04; <xref ref-type="fig" rid="F6">Figure 6</xref>). For the five-time chair stand test, four studies were combined, the results were analyzed using the random-effects model (WMD = &#x2013;0.73 s, 95% CI: &#x2013;1.35, &#x2013;0.11 s, <italic>p</italic> = 0.02; <xref ref-type="fig" rid="F7">Figure 7</xref>). Overall, the results of both indicators demonstrated significant effects, indicating that HMB oral supplementation can increase handgrip strength and shorten the time required for the five-time chair stand test. This suggests that HMB oral supplementation can improve muscle strength in individuals &#x003E; 50 years.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Forest plot of the effect of HMB on handgrip strength. The area of each square is proportional to the study&#x2019;s weight in the meta-analysis. The vertical line and diamond indicate the overall measure of the effects and confidence intervals, respectively.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-12-1522287-g006.tif"/>
</fig>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption><p>Forest plot of the effect of HMB on five-time chair stand test. The area of each square is proportional to the study&#x2019;s weight in the meta-analysis. The vertical line and diamond indicate the overall measure of the effects and confidence intervals, respectively.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-12-1522287-g007.tif"/>
</fig>
</sec>
<sec id="S3.SS3.SSS3">
<title>Physical function</title>
<p>In this study, gait speed and the 6MWT were selected as indexes to evaluate physical function. For gait speed, five studies were combined, the results were analyzed using the random-effects model (WMD = 0.05 m/s, 95% CI: 0.01&#x2013;0.09 m/s, <italic>p</italic> = 0.01; <xref ref-type="fig" rid="F8">Figure 8</xref>). For the 6MWT, three studies were combined, the results were analyzed using the random-effects model (WMD = 12.08 m, 95% CI: &#x2013;13.88&#x2013;38.03 m, <italic>p</italic> = 0.36; <xref ref-type="fig" rid="F9">Figure 9</xref>). The results of gait speed demonstrated statistically significant impact, indicating that HMB oral supplementation can improve gait speed. And the results of 6MWT are also positive, but due to the limitation in the number of literature, the results may not be significant. These results indicate that HMB oral supplementation can improve the physical function.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption><p>Forest plot of the effect of HMB on gait speed. The area of each square is proportional to the study&#x2019;s weight in the meta-analysis. The vertical line and diamond indicate the overall measure of the effects and confidence intervals, respectively.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-12-1522287-g008.tif"/>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption><p>Forest plot of the effect of HMB on 6-min walk test (6MWT). The area of each square is proportional to the study&#x2019;s weight in the meta-analysis. The vertical line and diamond indicate the overall measure of the effects and confidence intervals, respectively.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-12-1522287-g009.tif"/>
</fig>
</sec>
<sec id="S3.SS3.SSS4">
<title>Subgroup analyses</title>
<p>To elucidate the effects of health status, age, gender, BMI, supplementary frequency, combination with exercise and combination with other substances on the efficacy of HMB oral supplementation, we conducted subgroup analysis on the above parameters. The results showed that health status, gender, and BMI had no significant impact on the effect of HMB, while age, HMB supplemental frequency, and whether combined with exercise intervention would affect the supplemental effect of HMB. For LM and five-time chair stand test, the results showed that HMB supplementation had an effect on people over 50 years old, but the effect was more prominent in the population over 65 years old. For LM, handgrip strength and gait speed, the supplementation once a day is the most effective, and combined exercise intervention has a better effect.</p>
<p>In addition, to further investigate the effects of HMB oral supplementation dosage, duration and relationship of dosage-duration on muscle mass, strength, and physical function, subgroup analyses were performed based on HMB dosage, duration and relationship of dosage-duration. The findings revealed that for LM, handgrip strength, and gait speed, a dosage of 3 g/day was found to have a significantly greater effect than a dosage of &#x003C; 3 g/day. Similarly, for LM, handgrip strength, a supplementation duration &#x003E; 12 weeks was found to have a significantly greater effect than a duration &#x2264; 12 weeks. And 3 g/day and &#x003E; 12 weeks is the optimal dosage-duration response relationship. All of the above results are summarized in <xref ref-type="table" rid="T2">Table 2</xref>.</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Subgroup analysis of the effect of HMB on research indicators.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Subgroup</td>
<td valign="top" align="center" colspan="4" style="color:#ffffff;background-color: #7f8080;">ASMM</td>
<td valign="top" align="center" colspan="4" style="color:#ffffff;background-color: #7f8080;">LM</td>
<td valign="top" align="center" colspan="4" style="color:#ffffff;background-color: #7f8080;">Handgrip strength</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>Number of studies</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>WMD</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>95%CI</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>I<sup>2</sup>(%)</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>Number of studies</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>WMD</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>95%<italic>CI</italic></bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>I<sup>2</sup>(%)</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>Number of studies</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>WMD</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>95%CI</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>I<sup>2</sup>(%)</bold></td>
</tr>
<tr>
<td valign="top" align="left">Dosage</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x003C;3 g/d</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">1.480</td>
<td valign="top" align="center">&#x2013;0.568, 3.528</td>
<td valign="top" align="center">96.40</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.221</td>
<td valign="top" align="center">0.011, 0.430</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.962</td>
<td valign="top" align="center">&#x2013;0.187, 2.111</td>
<td valign="top" align="center">69.66</td>
</tr>
<tr>
<td valign="top" align="left">3 g/d</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">1.716</td>
<td valign="top" align="center">&#x2013;0.988, 4.419</td>
<td valign="top" align="center">94.44</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">0.292</td>
<td valign="top" align="center">0.134, 0.451</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">0.428</td>
<td valign="top" align="center">0.026, 0.829</td>
<td valign="top" align="center">17.51</td>
</tr>
<tr>
<td valign="top" align="left">Duration</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x2264;12 weeks</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.628</td>
<td valign="top" align="center">&#x2013;0.342, 1.598</td>
<td valign="top" align="center">35.23</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">0.288</td>
<td valign="top" align="center">&#x2013;0.032, 0.609</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">0.526</td>
<td valign="top" align="center">&#x2013;0.177, 1.229</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x003E;12 weeks</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">1.12</td>
<td valign="top" align="center">&#x2013;0.324, 2.564</td>
<td valign="top" align="center">84.12</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">0.295</td>
<td valign="top" align="center">0.097, 0.492</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">1.024</td>
<td valign="top" align="center">0.098, 1.951</td>
<td valign="top" align="center">38.7</td>
</tr>
<tr>
<td valign="top" align="left">Dosage-duration</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">3g and &#x003E; 12W</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.379</td>
<td valign="top" align="center">0.091, 0.667</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">2.406</td>
<td valign="top" align="center">0.700, 4.112</td>
<td valign="top" align="center">46.72</td>
</tr>
<tr>
<td valign="top" align="left">3g and &#x2264; 12W</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">1.362</td>
<td valign="top" align="center">0.084, 2.639</td>
<td valign="top" align="center">17.29</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">0.204</td>
<td valign="top" align="center">&#x2013;0.119, 0.528</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">0.056</td>
<td valign="top" align="center">&#x2013;0.865, 0.976</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x003C;3g and &#x003E; 12W</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">1.12</td>
<td valign="top" align="center">&#x2013;0.324, 2.564</td>
<td valign="top" align="center">84.12</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.204</td>
<td valign="top" align="center">&#x2013;0.119, 0.528</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">0.208</td>
<td valign="top" align="center">&#x2013;0.570, 0.985</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x003C;3g and &#x2264; 12W</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x2013;0.043</td>
<td valign="top" align="center">&#x2013;0.917, 0.831</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.279</td>
<td valign="top" align="center">0.010, 0.548</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">1.187</td>
<td valign="top" align="center">0.097, 2.277</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">Health status</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Healthy</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">0.289</td>
<td valign="top" align="center">0.042, 0.536</td>
<td valign="top" align="center">19.74</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.720</td>
<td valign="top" align="center">&#x2013;0.148, 1.588</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">Diseased</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">0.302</td>
<td valign="top" align="center">0.136, 0.467</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">0.525</td>
<td valign="top" align="center">&#x2013;0.071, 1.121</td>
<td valign="top" align="center">64.42</td>
</tr>
<tr>
<td valign="top" align="left">Age</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x003C; 65</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.225</td>
<td valign="top" align="center">0.156, 0.294</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">3.313</td>
<td valign="top" align="center">&#x2013;0.436, 7.063</td>
<td valign="top" align="center">58.16</td>
</tr>
<tr>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">0.285</td>
<td valign="top" align="center">0.161, 0.410</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">0.367</td>
<td valign="top" align="center">&#x2013;0.056, 0.791</td>
<td valign="top" align="center">44.27</td>
</tr>
<tr>
<td valign="top" align="left">Gender</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">M/F</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">0.275</td>
<td valign="top" align="center">0.068, 0.482</td>
<td valign="top" align="center">1.35</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">0.063</td>
<td valign="top" align="center">&#x2013;0.426, 0.553</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">F</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">0.291</td>
<td valign="top" align="center">0.133, 0.449</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.626</td>
<td valign="top" align="center">0.235, 1.018</td>
<td valign="top" align="center">19.76</td>
</tr>
<tr>
<td valign="top" align="left">M</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">6.600</td>
<td valign="top" align="center">2.960, 10.240</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">BMI</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x003C; 25</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">1.304</td>
<td valign="top" align="center">&#x2013;0.442, 3.050</td>
<td valign="top" align="center">95.23</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.300</td>
<td valign="top" align="center">0.126, 0.474</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">0.209</td>
<td valign="top" align="center">&#x2013;0.334, 0.753</td>
<td valign="top" align="center">64.15</td>
</tr>
<tr>
<td valign="top" align="left">&#x2265; 25 and &#x003C; 30</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.300</td>
<td valign="top" align="center">&#x2013;0.791, 1.31</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">0.193</td>
<td valign="top" align="center">&#x2013;0.029, 0.414</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">1.230</td>
<td valign="top" align="center">&#x2013;0.435, 2.894</td>
<td valign="top" align="center">57.5</td>
</tr>
<tr>
<td valign="top" align="left">Frequency</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">One</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">0.318</td>
<td valign="top" align="center">0.164, 0.472</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">0.637</td>
<td valign="top" align="center">0.248, 1.025</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">Two</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">0.193</td>
<td valign="top" align="center">&#x2013;0.021, 0.406</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">0.448</td>
<td valign="top" align="center">&#x2013;0.339, 1.234</td>
<td valign="top" align="center">65.44</td>
</tr>
<tr>
<td valign="top" align="left">Three</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1.000</td>
<td valign="top" align="center">&#x2013;0.121, 2.121</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Combination with exercise</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">N</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">&#x2013;0.053</td>
<td valign="top" align="center">&#x2013;0.409, 0.304</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">0.526</td>
<td valign="top" align="center">&#x2013;0.108, 1.160</td>
<td valign="top" align="center">64.85</td>
</tr>
<tr>
<td valign="top" align="left">Y</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">0.33</td>
<td valign="top" align="center">0.198, 0.463</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.769</td>
<td valign="top" align="center">0.160, 1.379</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">Combination with other substances</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Y</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">0.252</td>
<td valign="top" align="center">0.122, 0.382</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.46</td>
<td valign="top" align="center">&#x2013;0.048, 0.967</td>
<td valign="top" align="center">55.43</td>
</tr>
<tr>
<td valign="top" align="left">N</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">0.632</td>
<td valign="top" align="center">0.203, 1.061</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">1.7</td>
<td valign="top" align="center">0.025, 3.375</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" colspan="4" style="color:#ffffff;background-color: #7f8080;"><bold>Five-time chair stand test</bold></td>
<td valign="top" align="center" colspan="4" style="color:#ffffff;background-color: #7f8080;"><bold>Gait speed</bold></td>
<td valign="top" align="center" colspan="4" style="color:#ffffff;background-color: #7f8080;"><bold>6MWT</bold></td>
</tr>
<tr>
<td valign="top" align="left">Dosage</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x003C; 3 g/d</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x2013;0.500</td>
<td valign="top" align="center">&#x2013;1.161, 0.161</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.050</td>
<td valign="top" align="center">&#x2013;0.054, 0.154</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">7.280</td>
<td valign="top" align="center">&#x2013;0.667,15.227</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">3 g/d</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x2013;1.179</td>
<td valign="top" align="center">&#x2013;2.401, 0.044</td>
<td valign="top" align="center">46.69</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.051</td>
<td valign="top" align="center">0.006, 0.097</td>
<td valign="top" align="center">17.14</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">8.368</td>
<td valign="top" align="center">&#x2013;60.563,77.299</td>
<td valign="top" align="center">67.65</td>
</tr>
<tr>
<td valign="top" align="left">Duration</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x2264; 12 weeks</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">&#x003E; 12 weeks</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Dosage&#x2013;duration</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">3g and &#x003E; 12W</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">3g and &#x2264; 12W</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x2013;1.747</td>
<td valign="top" align="center">&#x2013;3.035, &#x2013;0.458</td>
<td valign="top" align="center">11.89</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.082</td>
<td valign="top" align="center">&#x2013;0.026, 0.191</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">31.111</td>
<td valign="top" align="center">&#x2013;16.678, 78.899</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x003C;3g and &#x003E; 12W</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">&#x003C; 3g and &#x2264; 12W</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x2013;0.5</td>
<td valign="top" align="center">&#x2013;1.161, 0.161</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.051</td>
<td valign="top" align="center">0.006, 0.097</td>
<td valign="top" align="center">17.14</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">7.28</td>
<td valign="top" align="center">&#x2013;0.667, 15.227</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Health condition</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Healthy</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">7.280</td>
<td valign="top" align="center">&#x2013;0.667, 15.227</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">Diseased</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">8.368</td>
<td valign="top" align="center">&#x2013;60.563, 77.299</td>
<td valign="top" align="center">67.65</td>
</tr>
<tr>
<td valign="top" align="left">Age</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x003C; 65</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x2013;0.375</td>
<td valign="top" align="center">&#x2013;0.615, &#x2013;0.135</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">8.368</td>
<td valign="top" align="center">&#x2013;60.563, 77.299</td>
<td valign="top" align="center">67.65</td>
</tr>
<tr>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x2013;0.618</td>
<td valign="top" align="center">&#x2013;1.213, &#x2013;0.023</td>
<td valign="top" align="center">24.59</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">7.280</td>
<td valign="top" align="center">&#x2013;0.667, 15.227</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">Gender</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">M/F</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x2013;1.179</td>
<td valign="top" align="center">&#x2013;2.401, 0.044</td>
<td valign="top" align="center">46.69</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.050</td>
<td valign="top" align="center">&#x2013;0.054, 0.154</td>
<td valign="top" align="center">17.14</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">36.500</td>
<td valign="top" align="center">4.301, 68.699</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">F</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x2013;0.500</td>
<td valign="top" align="center">&#x2013;1.161, 0.161</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.051</td>
<td valign="top" align="center">0.006, 0.097</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">7.280</td>
<td valign="top" align="center">&#x2013;0.667, 15.227</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">M</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x2013;35.600</td>
<td valign="top" align="center">&#x2013;109.240, 38.040</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">BMI</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x003C;25</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">&#x2013;0.470</td>
<td valign="top" align="center">&#x2013;0.970, 0.030</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">&#x2265;25 and &#x003C;30</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x2013;2.000</td>
<td valign="top" align="center">&#x2013;4.273, 0.273</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Frequency</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">One</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">&#x2013;0.840</td>
<td valign="top" align="center">&#x2013;2.070, 0.391</td>
<td valign="top" align="center">35.2</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.051</td>
<td valign="top" align="center">0.006, 0.097</td>
<td valign="top" align="center">17.14</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">17.553</td>
<td valign="top" align="center">&#x2013;9.791, 44.898</td>
<td valign="top" align="center">66.46</td>
</tr>
<tr>
<td valign="top" align="left">Two</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">&#x2013;1.023</td>
<td valign="top" align="center">&#x2013;2.574, 0.529</td>
<td valign="top" align="center">60.66</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.050</td>
<td valign="top" align="center">&#x2013;0.054, 0.154</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x2013;35.600</td>
<td valign="top" align="center">&#x2013;109.240,38.040</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">Three</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Combination with exercise</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">N</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">&#x2013;0.835</td>
<td valign="top" align="center">&#x2013;2.182, 0.511</td>
<td valign="top" align="center">39.29</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.023</td>
<td valign="top" align="center">&#x2013;0.035, 0.080</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Y</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">&#x2013;1.035</td>
<td valign="top" align="center">&#x2013;2.501, 0.430</td>
<td valign="top" align="center">58.63</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.075</td>
<td valign="top" align="center">0.024, 0.127</td>
<td valign="top" align="center">&#x003C; 0.001</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Combination with other substances</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Y</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">N</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
</tbody>
</table></table-wrap>
</sec>
</sec>
<sec id="S3.SS4">
<title>Risk of bias analysis</title>
<p>In this study, funnel plot was used to evaluate risk of bias (<xref ref-type="fig" rid="F10">Figure 10</xref>). And the symmetry of the funnel plot was further tested by Egger methods. The results were ASMM (<italic>P</italic> = 0.946), LM (<italic>P</italic> = 0.302), gait speed (<italic>P</italic> = 0.781), 6MWT (<italic>P</italic> = 0.523), handgrip strength (<italic>P</italic> = 0.022) and five-time chair stand test (<italic>P</italic> = 0.050). Because the funnel plot of gait speed and 6MWT is visually asymmetric, we conducted a virtual pruning analysis of the four indicators of gait speed, 6MWT, handgrip strength and five-time chair stand test. The results were gait speed (observed: WMD = 0.052 kg, 95% CI: 0.013 stand kg; observed + imputed: WMD = 0.073 kg, 95% CI: 0.035ed and kg), 6MWT (observed: WMD = 12.076 m, 95% CI: &#x2013;13.8826 m, 95 kg; observed + imputed: WMD = 18.385 m, 95% CI: 5 m, 95 and t kg), handgrip strength (observed: WMD = 0.539 kg, 95% CI: 0.036rip st kg; observed + imputed: WMD = 0.237 kg, 95% CI: 5edrved str kg) and five-time chair stand test (observed: WMD = &#x2013;0.730 kg, 95% CI: 5hair stand te kg; observed + imputed: WMD = &#x2013;0.610 kg, 95% CI: 5edrved and kg) (<xref ref-type="fig" rid="F11">Figure 11</xref>).</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption><p>ASMM, LM, handgrip strength, five-time chair stand test, gait speed, and 6MWT bias funnel plot.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-12-1522287-g010.tif"/>
</fig>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption><p>Handgrip strength, gait speed, five-time chair stand test, and 6MWT virtual pruning funnel plot.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-12-1522287-g011.tif"/>
</fig>
<p>Because of a perceived insufficient number of included studies in ASMM, gait speed, five-time chair stand test and 6MWT, the test efficiency is low, and the results of funnel plot are difficult to assess the risk of bias. Therefore, we did not conduct too much analysis on these indicators, and the corresponding results need to be treated with caution. There is a significant risk of bias in handgrip strength. There are many reasons for the risk of bias, and the main sources may be heterogeneity between studies and publication bias. From the funnel plot, it is clear that two studies (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B49">49</xref>) exhibit significant heterogeneity, which may be one of the factors contributing to the risk of bias. Secondly, positive, significant results are more likely to be published than negative and insignificant results, which may introduce bias into the overall research findings. It can be seen from the funnel plot that the positive results are significantly more than the negative results, indicating that publication bias may also be a source of bias risk for this indicator.</p>
</sec>
<sec id="S3.SS5">
<title>GRADE assessment</title>
<p>The level of evidence of each outcome indicator included in the meta-analysis was evaluated. The results showed that LM, gait speed and five-time chair stand test are moderate quality evidence, ASMM is low quality evidence, handgrip strength and 6MWT are very low quality evidence. <xref ref-type="table" rid="T3">Table 3</xref> contains the GRADE profile for the degree of certainty of the evidence.</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>GRADE approach summary of findings and quality of evidence assessment.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Outcome</td>
<td valign="top" align="center" colspan="7" style="color:#ffffff;background-color: #7f8080;">Certainty assessment</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">Sample volume</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">95% CI</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Quality of evidence</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>No of studies</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>Design</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>Risk of bias</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>Inconsistency</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>Indirectness</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>Imprecision</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>Publication bias</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>Intervention control</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold>Intervention control</bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
</tr>
<tr>
<td valign="top" align="left">ASMM</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">RCTs</td>
<td valign="top" align="center">Serious<xref ref-type="table-fn" rid="t3fna"><sup>a</sup></xref></td>
<td valign="top" align="center">Serious<xref ref-type="table-fn" rid="t3fnb"><sup>b</sup></xref></td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">378</td>
<td valign="top" align="center">375</td>
<td valign="top" align="center">0.03, 3.09</td>
<td valign="top" align="center">Low</td>
</tr>
<tr>
<td valign="top" align="left">LM</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">RCTs</td>
<td valign="top" align="center">Serious<xref ref-type="table-fn" rid="t3fna"><sup>a</sup></xref></td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">369</td>
<td valign="top" align="center">368</td>
<td valign="top" align="center">0.16, 0.41</td>
<td valign="top" align="center">Moderate</td>
</tr>
<tr>
<td valign="top" align="left">Handgrip strength</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">RCTs</td>
<td valign="top" align="center">Serious<xref ref-type="table-fn" rid="t3fna"><sup>a</sup></xref></td>
<td valign="top" align="center">Serious<xref ref-type="table-fn" rid="t3fnb"><sup>b</sup></xref></td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">Serious<xref ref-type="table-fn" rid="t3fnc"><sup>c</sup></xref></td>
<td valign="top" align="center">691</td>
<td valign="top" align="center">677</td>
<td valign="top" align="center">0.04, 1.04</td>
<td valign="top" align="center">Very low</td>
</tr>
<tr>
<td valign="top" align="left">Five&#x2013;time chair stand test</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">RCTs</td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">Serious<xref ref-type="table-fn" rid="t3fnc"><sup>c</sup></xref></td>
<td valign="top" align="center">97</td>
<td valign="top" align="center">97</td>
<td valign="top" align="center">1.35, 0.11</td>
<td valign="top" align="center">Moderate</td>
</tr>
<tr>
<td valign="top" align="left">Gait speed</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">RCTs</td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">Serious<xref ref-type="table-fn" rid="t3fnd"><sup>d</sup></xref></td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">164</td>
<td valign="top" align="center">168</td>
<td valign="top" align="center">0.01, 0.09</td>
<td valign="top" align="center">Moderate</td>
</tr>
<tr>
<td valign="top" align="left">6MWT</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">RCTs</td>
<td valign="top" align="center">Serious<xref ref-type="table-fn" rid="t3fna"><sup>a</sup></xref></td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">No serious</td>
<td valign="top" align="center">Serious<xref ref-type="table-fn" rid="t3fnd"><sup>d</sup></xref></td>
<td valign="top" align="center">Serious<xref ref-type="table-fn" rid="t3fnc"><sup>c</sup></xref></td>
<td valign="top" align="center">58</td>
<td valign="top" align="center">52</td>
<td valign="top" align="center">13.88, 38.03</td>
<td valign="top" align="center">Very low</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>CI, Confidence interval. Using the GRADE system, the quality of the evidence is broken down into four categories (high, moderate, low, and very low).</p></fn>
<fn id="t3fna"><p><sup>a</sup>The included study did not describe the blind method and the assignment hiding.</p></fn>
<fn id="t3fnb"><p><sup>b</sup>I2 &#x003E; 50%, there is significant heterogeneity.</p></fn>
<fn id="t3fnc"><p><sup>c</sup>Funnel plot revealed evidence of bias.</p></fn>
<fn id="t3fnd"><p><sup>d</sup>The sample size of the included studies was small, the confidence interval was wide, and the invalid line was crossed.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>The previous meta-analysis explored the effect of HMB supplementation on muscle-related indicators in the population aged 65 and above, with less discussion on the supplementation dosage and duration. However, the age range of 50-65 is a critical period for preventing muscle loss. In this meta-analysis, we included studies on participants over the age of 50, and further investigated the effects of the supplementation dosage and duration, which are two key features of this study. The objective of this meta-analysis was to explore the effects of HMB oral supplementation on muscle mass, strength, physical function, and the dosage&#x2013;duration response relationship, aiming to provide a scientific basis for the prevention and treatment of clinical sarcopenia. Data analyzed by summarizing all the RCTs meeting the inclusion criteria makes the results more comprehensive than using data from a single study, thereby enhancing the credibility of the findings. The results of the meta-analysis revealed that ASMM and LM were significantly higher in the intervention group than those of the control group, and the combined exercise intervention was more effective, indicating that HMB supplementation has a positive effect on muscle mass, and the combined exercise effect is better. These findings are consistent with those of previous studies. In this regard, Bear et al. (<xref ref-type="bibr" rid="B15">15</xref>) reported that HMB supplements have increased muscle mass across various clinical conditions. Wu et al. (<xref ref-type="bibr" rid="B50">50</xref>), in their meta-analysis, found that HMB supplementation is involved in preserving muscle mass among older adults and may be useful in the prevention of muscle atrophy. In addition, Molfino et al. (<xref ref-type="bibr" rid="B51">51</xref>) and Later et al. (<xref ref-type="bibr" rid="B22">22</xref>) concluded that HMB can mitigate exercise-induced muscle damage, further asserting that resistance training (RET) in conjunction with HMB supplementation significantly increases both muscle mass and strength. The underlying rationale for these results may be attributed to HMB&#x2019;s capacity to inhibit protein breakdown, thereby reducing muscle degradation. In addition, HMB has been associated with increased endoplasmic reticulum calcium release, reduced fat content in skeletal muscle, increased oxygen metabolism, and the activation of satellite cells, consequently promoting muscle regeneration (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>). We also considered the two indexes of muscle cross-sectional area and muscle volume. The results showed that HMB supplementation could significantly improve muscle cross-sectional area and muscle density (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B46">46</xref>). However, because of the limited literature, we did not conduct a meta-analysis.</p>
<p>Several studies have investigated the impact of HMB on muscle strength. These supplements have been found to improve muscle strength in a variety of patients with decreased muscle mass and strength (<xref ref-type="bibr" rid="B15">15</xref>). In addition, meta-analyses have consistently demonstrated that HMB preparations can enhance upper and lower-limb muscle strength in the older adults (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B55">55</xref>). Zhang et al. (<xref ref-type="bibr" rid="B56">56</xref>) and Zuo et al. (<xref ref-type="bibr" rid="B57">57</xref>) reported that combining HMB supplementation with RET can significantly boost lower-limb muscle strength in older individuals. Consistent with previous findings, the intervention group in our study exhibited significantly better results in handgrip strength and the five-time chair stand test than the control group, and the combined exercise intervention was more effective, indicating the positive impact of HMB oral supplementation on muscle strength, and it is best to combine exercise together. Contrary to these findings, a recent meta-analysis revealed that HMB supplementation had no substantial effect on muscle strength in adults aged 18&#x2013;45 years (<xref ref-type="bibr" rid="B58">58</xref>). Our study, focused on adults &#x003E; 50 years, contradicts this conclusion by revealing a positive regulatory effect of HMB supplementation on muscle strength in this age group. This reinforces the notion that the optimal population for HMB supplementation is middle-aged and older individuals. However, literature related to handgrip strength and the five-time chair stand test may have risk of bias, necessitating further research for confirmation in subsequent analyses.</p>
<p>Previous research has indicated that the combination of HMB and physical exercise can improve physical function. Li et al. (<xref ref-type="bibr" rid="B59">59</xref>) concluded that HMB combined with RET has a positive effect on physical function. In addition, a previous systematic review reported that HMB can improve physical function in older patients with sarcopenia or physical weakness (<xref ref-type="bibr" rid="B59">59</xref>). Consistent with these findings, our study also identified that HMB could improve physical function, with the experimental group demonstrating significantly better gait speed than the control group, especially in the case of combined intervention with exercise, the effect is more obvious. This reaffirms the beneficial effect of HMB supplementation on physical function. And this meta-analysis shows that the effect of HMB supplementation on 6MWT is not significant. This is inconsistent with the result of gait speed, although previous meta-analyses have found limited effects of HMB supplementation on physical function, such as Javier (<xref ref-type="bibr" rid="B55">55</xref>) found that HMB supplementation alone has limited or no effect on physical function in adults aged 50&#x2013;80. But we should note that this result is only a combination of three studies, and the grading evaluation shows that 6MWT is very low quality evidence. And this is contrary to the previous study by Wu (<xref ref-type="bibr" rid="B60">60</xref>), who found that HMB combined with RET significantly affects the 6MWT of intensive care unit patients. We proposed three potential explanations for this discrepancy. Firstly, there may be a difference in intervention measures, since the RCTs we included in the 6MWT index were HMB supplementation alone, whereas Wu et al. study included RCTs of both HMB supplementation alone and HMB supplementation combined with physical exercise. Secondly, the research subjects are different. We did not limit the health status of the subjects, but Wu et al.&#x2019;s were ICU patients, and the 6MWT index may be more suitable for evaluating this population. Thirdly, the 6MWT-related literature is very limited and grading assessment rated it as very low quality evidence. Based on comprehensive analysis, we believe that HMB supplementation has beneficial effects on physical function, but further research is needed to confirm these findings in the subsequent analysis.</p>
<p>Subgroup analysis showed that health status, gender and BMI had little effect on the supplemental effect of HMB. Although the results of LM, handgrip strength, gait speed and 6MWT indicate that gender and BMI have a slight impact on the effectiveness of HMB supplementation, the prominent results need further validation as the subgroups with prominent effects often involved only one RCT. After comprehensive analysis, we still believe that health status, gender and BMI are not the interfering factors of HMB supplemental effect. Age, supplementary frequency and whether combined with exercise intervention will affect the effectiveness of HMB. For LM and five-time chair stand test, HMB supplementation has an effect on the population over 50 years old, but the effect is more significant in the population over 65 years old. In this regard, we speculate that it may be caused by the disparity in sample size between subgroups. For LM, there were only two RCTs with subjects over 50 years and under 65 years, involving 67 subjects, and the other 670 subjects belonged to the subgroup of &#x2265; 65 years old. The gap in sample size between the two age groups may lead to the differences in the effect of HMB. Moreover, the five-time chair stand test may be more inclined to evaluate the elderly population, so it is expected that the effect of HMB supplementation will have a more prominent impact on people aged &#x2265; 65 years. For LM, handgrip strength and gait speed, supplement frequency once a day is more effective, and the effect of combined exercise intervention is better. Previous studies have also shown that HMB combined exercise can significantly improve muscle mass and strength (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B57">57</xref>). Subgroup analysis also found that for LM, the effect of HMB oral supplements alone is more effective than that of combined with other substrates. Although the reason is not yet clear, we preliminarily believe that HMB supplementation alone may be more beneficial to LM.</p>
<p>The subgroup analysis revealed a significantly better effect of HMB supplementation at a dosage of 3 g/day than &#x003C; 3 g/day. In this regard, Nissen et al. (<xref ref-type="bibr" rid="B21">21</xref>) studied the HMB supplementary dosage for the first time and found that a dosage of 3 g/day was more effective than 1.5 g/day. However, for participant safety, the majority of studies have maintained HMB dosage in the intervention group at &#x2264; 3 g/day, resulting in a notable gap in the investigation of dosage &#x003E; 3 g/day. In this meta-analysis, only one study employed a supplemental dosage &#x003E; 3 g/day, explicitly indicating that HMB supplementation could enhance muscle mass and physical function in elderly patients with hip fractures and prevent the occurrence of sarcopenia. At present, studies have shown that HMB is a relatively safe nutritional supplement. Animal experiments have shown no significant side effects of HMB, even at high dosages of 100 g/day for 4 days (<xref ref-type="bibr" rid="B16">16</xref>). Similarly, human studies demonstrated no side effects with dosages as high as 6 g/day for up to 1 month (<xref ref-type="bibr" rid="B16">16</xref>). Consequently, there is a compelling need for researchers to expand their investigations into the effects of supplementation with dosage of &#x003E; 3 g/day. In addition, more recent studies are warranted to comprehensively evaluate HMB supplementation&#x2019;s efficacy.</p>
<p>In addition, this meta-analysis revealed that an HMB supplementation duration &#x003E; 12 weeks had a better effect than a duration &#x2264; 12 weeks. Several studies have demonstrated that supplementation duration &#x2264; 6 weeks show no significant difference between the control and placebo groups, whereas supplementation duration &#x003E; 6 weeks positively impact muscle strength (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B61">61</xref>&#x2013;<xref ref-type="bibr" rid="B63">63</xref>). Nissen et al. (<xref ref-type="bibr" rid="B21">21</xref>) and Wilson et al. (<xref ref-type="bibr" rid="B64">64</xref>) reported that HMB supplementation for &#x003E; 2 weeks results in a more pronounced reduction in protein decomposition and skeletal muscle damage compared with supplementation for only 1 week. Slater and Jenkins (<xref ref-type="bibr" rid="B22">22</xref>) found that in the context of long-term endurance training, HMB can mitigate muscle protein degradation and muscle damage, resulting in increased muscle mass and strength, although its impact is less significant in short-term training. This is consistent with our research findings, suggesting that a longer supplementation duration may yield a better effect.</p>
<p>This meta-analysis conducted a subgroup analysis of the combined effects of dosage and duration. For LM and handgrip strength, there are complete data for the four subgroups. The analysis results showed that 3 g/d and &#x003E; 12 weeks were the best, which is better than subgroup analysis based solely on dosage and duration. The results of ASMM and five-time chair stand test showed that the effect of subgroup 3 g/d and &#x2264; 12 weeks is significant, but we don&#x2019;t have the relevant data of longer duration of this dosage, so we cannot confirm whether the effect of 3 g/d and &#x003E; 12 weeks is more significant. For gait speed, the effect of &#x003C; 3 g/d and &#x2264; 12 weeks is already significant, but due to the lack of data for 3 g/d and &#x003E; 12 weeks, it cannot be confirmed whether the dosage-duration response relationship is more significant. LM and handgrip strength are two key indicators for evaluating muscle mass and strength, and the data for each subgroup is complete. Therefore, the subgroup analysis results of the dosage-duration response relationship between these two indicators are more reliable. In summary, we believe that 3 g/d and &#x003E; 12 weeks may be the optimal dosage-duration response relationship for HMB supplementation.</p>
<p>This meta-analysis has several acknowledged advantages. First of all, compared to most previous meta-analyses, this meta-analysis added the study on the 50&#x2013;65 age group and obtained positive research results. Secondly, this meta-analysis added subgroup analysis of dosage, duration, and dosage-duration response relationships, and concluded that HMB is suitable for high-dosage and long-duration supplementation. Thirdly, this meta-analysis conducted subgroup analysis and discussion on parameters that may affect muscle indicators, such as health status, age, gender, BMI, frequency, combination with exercise, and combination with other substances. Last but not least, in order to evaluate the degree of certainty of outcome evidence, this study used the GRADE method to assess the level of evidence.</p>
<p>However, when interpreting our research results, some limitations should be considered. First of all, there is little literature on participants between 50 and 65 years old. Only 4 studies are in this age group, and the rest are all over 65 years old (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>). This makes the meta-analysis of ASMM and gait speed only involved objects over 65 years old. And for five-time chair stand test, only one study was between 50 and 65 years old. The results of these three indicators may be more inclined to the elderly population. Even so, our analysis found a promising intervention effect of this age group on other indicators, such as LM and handgrip strength. These two indicators are important for directly evaluating muscle mass and strength. It is worth noting that GRADE assessment shows handgrip strength and 6MWT are very low quality evidence. The results of these two indicators should be further verified in the future. Secondly, five-time chair stand test may have some risk of bias and should be carefully considered. Thirdly, the included studies used various indicator measurement techniques that may provide different results, making it difficult to compare datasets. However, all RCTs used standard protocols and high-quality equipment, so we believe that the differences in measurement techniques between the studies may have a minor impact on the results. Fourthly, subgroup analysis of important parameters of some indicators cannot be performed due to the lack of research data. Therefore, it is necessary to supplement more high-quality RCTs in subsequent studies.</p>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>Oral supplementation of HMB can improve muscle mass, strength and body function. Positive effects on muscle mass and strength have been observed in the population aged 50&#x2013;65. We recommend to implement supplementation at a dosage of no less than 3 g for more than 12 weeks to achieve optimal benefits. This meta-analysis added the study of dosage, duration, and dosage-duration response relationships. The results of this study will provide a reference for the dosage and duration of clinical HMB supplement, and provide a basis for the prevention and treatment of clinical sarcopenia. However, oral supplementation of HMB may also have some potential effects in practical applications, such as whether it will cause gastrointestinal problems, whether it will increase the burden on the liver, and whether it has an effect on hormone levels, which still needs to be further verified in future studies. In addition, due to limited number of studies included and the risk of bias, more studies, especially high-quality RCTs, are needed to further evaluate or confirm the beneficial effects of HMB on muscle strength and physical function.</p>
</sec>
</body>
<back>
<sec id="S6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="TS1">Supplementary material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="S7" sec-type="author-contributions">
<title>Author contributions</title>
<p>NL: Methodology, Software, Writing &#x2013; original draft. SC: Software, Writing &#x2013; original draft. YH: Methodology, Writing &#x2013; original draft. YC: Conceptualization, Writing &#x2013; original draft. XD: Formal Analysis, Writing &#x2013; original draft. WH: Writing &#x2013; review &#x0026; editing, Supervision. QW: Formal Analysis, Writing &#x2013; original draft. SL: Formal Analysis, Writing &#x2013; original draft. TL: Supervision, Writing &#x2013; review &#x0026; editing. HF: Conceptualization, Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This study was supported by the Ministry of Science and Technology of the People&#x2019;s Republic of China (2022YFF1100605) and Chinese Institute of Food Science and Technology (2022-F01).</p>
</sec>
<ack><p>We thank the editor and reviewers for their constructive comments and suggestions to improve the quality of this manuscript.</p>
</ack>
<sec id="S9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The authors declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="S11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="S12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fnut.2025.1522287/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fnut.2025.1522287/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.doc" id="TS1" mimetype="application/msword" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_2.doc" id="TS2" mimetype="application/msword" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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