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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Aging</journal-id>
<journal-title>Frontiers in Aging</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Aging</abbrev-journal-title>
<issn pub-type="epub">2673-6217</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1307762</article-id>
<article-id pub-id-type="doi">10.3389/fragi.2024.1307762</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Aging</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Probiotics supplementation or probiotic-fortified products on sarcopenic indices in older adults: systematic review and meta-analysis from recent randomized controlled trials</article-title>
<alt-title alt-title-type="left-running-head">Handajani et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fragi.2024.1307762">10.3389/fragi.2024.1307762</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Handajani</surname>
<given-names>Yvonne Suzy</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Turana</surname>
<given-names>Yuda</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Hengky</surname>
<given-names>Antoninus</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
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<contrib contrib-type="author">
<name>
<surname>Hamid</surname>
<given-names>Gabriella</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Schroeder-Butterfill</surname>
<given-names>Elisabeth</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Kristian</surname>
<given-names>Kevin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>School of Medicine and Health Sciences</institution>, <institution>Atma Jaya Catholic University of Indonesia</institution>, <addr-line>Jakarta</addr-line>, <country>Indonesia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Center of Health Research</institution>, <institution>Atma Jaya Catholic University of Indonesia</institution>, <addr-line>Jakarta</addr-line>, <country>Indonesia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Fatima General Hospital</institution>, <institution>Ketapang Regency</institution>, <institution>West Kalimantan</institution>, <addr-line>Ketapang</addr-line>, <country>Indonesia</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Leona Kefamenanu General Hospital</institution>, <addr-line>North Central Timor</addr-line>, <country>Indonesia</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Gerontology, University of Southampton</institution>, <addr-line>Southampton</addr-line>, <addr-line>NH</addr-line>, <country>United Kingdom</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/474008/overview">Consuelo Borras</ext-link>, University of Valencia, Spain</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1103156/overview">Emiliana Giacomello</ext-link>, University of Trieste, Italy</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2614769/overview">Jason Aziz</ext-link>, Tufts Medical Center, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Yvonne Suzy Handajani, <email>yvonne.hand@atmajaya.ac.id</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>5</volume>
<elocation-id>1307762</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>10</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>16</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Handajani, Turana, Hengky, Hamid, Schroeder-Butterfill and Kristian.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Handajani, Turana, Hengky, Hamid, Schroeder-Butterfill and Kristian</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>
<p>
<bold>Introduction:</bold> A noteworthy correlation was seen between changes in the gut microbiome and sarcopenia in older adults. Along with increasing research on probiotic supplementation for various medical problems, we aimed to obtain evidence and summarize the effect of probiotic supplementation on sarcopenic indices among older adults.</p>
<p>
<bold>Methods:</bold> We utilized PubMed, EBSCO, and Proquest, in addition to manual search using synonyms and variation for &#x2018;probiotic,&#x2019; &#x2018;sarcopenia,&#x2019; and &#x2018;older adults.&#x2019; Randomized controlled trials investigated the utilization of probiotics or probiotic-containing products in older adults with sarcopenic indices including muscle mass and strength. The random-effects model was applied to the meta-analysis process.</p>
<p>
<bold>Results:</bold> Seven studies were obtained with 733 pooled older adults. Probiotic supplementation resulted in a significant increase of muscle mass with adjusted SMD (Standardized Mean Difference) of 0.962 (95% CI: 0.288 to 1.635, <italic>p</italic> &#x3d; 0.049) using till and trim analysis and muscle strength with SMD of 1.037 (95% CI: 0.077 to 1.996, <italic>p</italic> &#x3d; 0.03). However, both outcomes were associated with significantly high heterogeneity (I<sup>2</sup> &#x3d; 89.5% and I<sup>2</sup> &#x3d; 89.9%, respectively).</p>
<p>
<bold>Conclusion:</bold> When opposed to a placebo, the probiotic treatment improved the amount of muscle and its endurance based on recent evidence, however, further studies should be done with larger samples and targeted populations.</p>
</abstract>
<kwd-group>
<kwd>probiotic</kwd>
<kwd>older adult</kwd>
<kwd>sarcopenia</kwd>
<kwd>muscle mass</kwd>
<kwd>muscle strength</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Interventions in Aging</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>There&#x2019;s a shift in Indonesia&#x2019;s population toward older ages. One in six persons in the world will be 60&#xa0;years old or more by 2030, based on World Health Organization data. <xref ref-type="bibr" rid="B47">World Health Organization [WHO], (2023)</xref> Additionally, the average life expectancy at birth has risen significantly, rising from 47 years in 1950 to 72 years in 2020. <xref ref-type="bibr" rid="B46">World Health Organization [WHO], (2019)</xref>. This population aging comes with health consequences. Numerous age-related diseases, such as cancer, immune system disorders, musculoskeletal disorders, and neurological diseases, are driven by aging. <xref ref-type="bibr" rid="B28">Li et al. (2021)</xref> Of particular note within the domain of musculoskeletal disorders associated with aging are sarcopenia and osteoarthritis (OA). <xref ref-type="bibr" rid="B14">Grote et al. (2019)</xref>.</p>
<p>Muscular mass and strength drop over time as people get older, but sarcopenic people have been shown to experience an accelerated decline in muscular function. <xref ref-type="bibr" rid="B14">Grote et al. (2019)</xref> Sarcopenia is age-related loss of skeletal muscle mass plus loss of muscle strength and/or reduced physical performance. <xref ref-type="bibr" rid="B2">Bahat et al. (2016)</xref>; <xref ref-type="bibr" rid="B9">Chen et al. (2020)</xref> Meta-analyses conducted by Peterman-Rocha et al. have indicated a prevalence range of sarcopenia spanning from 10% to 27% among individuals aged 60&#xa0;years or older. <xref ref-type="bibr" rid="B36">Petermann-Rocha et al. (2022)</xref> Sarcopenia&#x2019;s muscle wasting can be an inflammation-driven condition. In normal conditions, environmental stressors like physical activity and protein consumption have an impact on the harmony between the production and degradation of proteins.</p>
<p>The use of probiotic supplements for older adults with a variety of medical illnesses is still being researched, with neuropsychiatric conditions like dementia, mood disorders, and autism spectrum disorder making up the majority of the conditions. <xref ref-type="bibr" rid="B40">Sandhu et al. (2017)</xref>; <xref ref-type="bibr" rid="B38">Rudzki et al. (2019)</xref>; <xref ref-type="bibr" rid="B15">Handajani et al. (2020)</xref>; <xref ref-type="bibr" rid="B16">Handajani et al. (2023)</xref> All of them were predicated on the theory that the microbiome-gut-brain axis could influence brain physiology. Additionally, the host&#x2019;s physiology, endocrinology, and immune system are significantly influenced by the gut bacteria. <xref ref-type="bibr" rid="B42">Sharon et al. (2016)</xref>; <xref ref-type="bibr" rid="B40">Sandhu et al. (2017)</xref> The age of the host has an impact on the variety of the microbiota, and these changes may have an impact on how quickly people age and develop diseases. <xref ref-type="bibr" rid="B39">Salazar et al. (2014)</xref>. In a study by Liu et al., sarcopenia in older persons was significantly correlated with the diversity of specific bacteria. <xref ref-type="bibr" rid="B29">Liu et al. (2021)</xref> Furthermore, it is hypothesized that sarcopenia&#x2019;s muscle wasting may be driven, in part, by inflammation. Under ordinary circumstances, the ratio of protein production to breakdown is adjusted in response to external stimuli like exercise and protein from the diet intake playing essential roles. An intriguing hypothesis posits that probiotics may mitigate muscle wasting by potentially reducing gut permeability. Such modulation is believed to contribute to muscle deterioration associated with sarcopenia <xref ref-type="bibr" rid="B45">van Krimpen et al. (2021)</xref>.</p>
<p>The article aimed to systematically explore the utilization of probiotic supplementation effects on sarcopenic indices in older persons.</p>
</sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<p>This systematic review was performed based on Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) guidelines (CRD42023466881).</p>
<sec id="s2-1">
<title>Inclusion criteria</title>
<p>Randomized controlled trials (RCTs) that investigate the utilization of probiotics or probiotic-containing products in older adults with sarcopenic indices including muscle mass and strength as outcome measures. Studies other than RCTs were excluded from this review. Comparators in these studies could be placebo or standard treatment.</p>
</sec>
<sec id="s2-2">
<title>Search methodology</title>
<p>We utilized three databases, including PubMed, EBSCO, and Proquest, in addition to a manual search of reference lists of relevant research or reviews. The search covered the synonyms and variations for &#x2018;probiotic,&#x2019; &#x2018;sarcopenia,&#x2019; and &#x2018;older adults&#x2019; using medical subject headings (MeSH) and free text terms (<xref ref-type="sec" rid="s11">Supplementary File S1</xref>) with English or Indonesian language and no year of publication restriction.</p>
</sec>
<sec id="s2-3">
<title>Data selection, collection, and extraction</title>
<p>We used Zotero as our reference manager. Following the collection of the identified studies, duplicates were eliminated, and titles and abstracts were used to assess the studies for eligibility. Two co-authors (AH and GH) worked independently on this process. After the initial screening, all studies that might be relevant will go through a full-text evaluation independently. If there are any disagreements during the selection and quality evaluation processes, the remaining co-authors (YSH and YT) will discuss them. Following full-text evaluation, studies that met the requirements were extracted for synthesis and summary of the results by working together (AH and GH). Data were confirmed by other co-authors (YSH and YT). Author, year, country, population characteristics included in the study, allocations, total samples, intervention, and comparator (types and quantities of probiotic), duration of study, outcome measure, outcomes at the end of study (muscle mass and strength), and general findings were all collected from the study.</p>
</sec>
<sec id="s2-4">
<title>Quality assessment</title>
<p>We used RoB2 to assess the quality of RCT studies that we included.</p>
</sec>
<sec id="s2-5">
<title>Data analysis and synthesis</title>
<p>We did both qualitative and quantitative synthesis. In qualitative synthesis, we present the summary of included studies, elaboration of these studies, and discuss the possible benefits of probiotic supplementation, in addition to providing an elaboration of possible mechanisms based on existing evidence. Probiotics&#x2019; impact on lean muscle mass and strength was measured in a meta-analysis using a model with random effect. I<sup>2</sup> was used to present heterogeneity and treat it qualitatively. In order to assess publication bias, Egger&#x2019;s test was applied, and then fill and trim analysis was used to correct it. Relevant data will be combined and calculated using statistical software Comprehensive Meta-Analysis version 3.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Study characteristics</title>
<p>We initially found 1,111 studies by searching through databases and conducting manual searches (<xref ref-type="fig" rid="F1">Figure 1</xref>). After removing 166 duplicates, we screened 945 studies, leading to 22 studies for a thorough examination of their full text. Ultimately, we decided to include 7 studies in this review. Some studies were excluded due to the absence of pertinent data and because they involved younger populations. <xref ref-type="fig" rid="F2">Figure 2</xref> displays the evaluation of the risks of bias.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>PRISMA flow diagram.</p>
</caption>
<graphic xlink:href="fragi-05-1307762-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Risk of bias assessment using RoB2.</p>
</caption>
<graphic xlink:href="fragi-05-1307762-g002.tif"/>
</fig>
<p>In these 7 studies, there were a total of 733 pooled participants, with quite heterogenous populations (<xref ref-type="table" rid="T1">Table 1</xref>). Three studies used a mixture of multistrain probiotics, while the other 4 used single-strain probiotics with follow-up ranging from 8&#xa0;weeks to 12&#xa0;months.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Characteristics of included studies.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Author, year</th>
<th rowspan="2" align="center">Country</th>
<th rowspan="2" align="center">Included population</th>
<th colspan="2" align="center">Allocation</th>
<th rowspan="2" align="center">Intervention</th>
<th rowspan="2" align="center">Control</th>
<th rowspan="2" align="center">Outcome measure</th>
<th rowspan="2" align="center">Duration of study</th>
<th rowspan="2" align="center">General findings</th>
</tr>
<tr>
<th align="center">Intervention</th>
<th align="center">Control</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<xref ref-type="bibr" rid="B8">Chaiyasut, et al. (2022)</xref>
</td>
<td align="center">Thailand</td>
<td align="center">Healthy older adults</td>
<td align="center">24</td>
<td align="center">24</td>
<td align="left">Mixture of probiotics (2.0 &#xd7; 10&#x5e;10<font color="#FE0191">&#xa0;</font>CFU of <italic>L. paracasei</italic> HII01; 2.0 &#xd7; 10&#x5e;10<font color="#FE0191">&#xa0;</font>CFU of <italic>B. breve</italic>; 1.0 &#xd7; 10&#x5e;10<font color="#FE0191">&#xa0;</font>CFU of <italic>B. longum</italic>) (Lactomason Co., Ltd., Jinju-si, South Korea)</td>
<td align="left">10&#xa0;g of corn starch in similar package of probiotics</td>
<td align="center">Muscle Mass (%)</td>
<td align="center">12 weeks</td>
<td align="left">The intervention improved obesity-related anthropometric biomarkers (body fat %, visceral fat %, muscle %, arm, waist, and hip circumference), short-chain fatty acids, and intestinal barrier function. HDL-C was increased in intervention groups. Adverse event was not reported</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B20">Karim et al. (2022)</xref>
</td>
<td align="center">UAE</td>
<td align="center">Older adults with CHF</td>
<td align="center">48</td>
<td align="center">44</td>
<td align="left">Mixture of probiotics (<italic>B. longum</italic> DSM 24736, <italic>B. breve</italic> DSM 24732, DSM 24737, lactobacilli DSM 24735, DSM 24730, DSM 24733, <italic>L. delbrueckii</italic> subsp. bulgaricus DSM 24734, and <italic>S. thermophilus</italic> DSM 24731) (11.2 &#xd7; 10<sup>10</sup>
<font color="#FE0191">&#xa0;</font>CFU) (Vivomixx<sup>&#xae;</sup> 112)</td>
<td align="left">Inactive agent</td>
<td align="center">ASM (kg) HGS (kg)</td>
<td align="center">12 weeks</td>
<td align="left">Probiotics intervention improved HGS, gait speed, and plasma Dkk-1. No significant difference in ASM, fat mass%, BMI, and ASMI was observed. Adverse event was not reported</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B26">Lee et al. (2021)</xref>
</td>
<td align="center">Taiwan</td>
<td align="center">Older adults with frailty</td>
<td align="center">36</td>
<td align="center">19</td>
<td align="left">
<italic>L. plantarum</italic> isolated from Taiwanese pickled cabbage cultivated (TWK10) (Synbio Tech Inc., Kaohsiung, Taiwan). TWK-10-H (high-dose group) &#x3d; 6 &#xd7; 10<sup>10</sup>
<font color="#FE0191">&#xa0;</font>CFU/day TWK10-L (low-dose group) &#x3d; 2 &#xd7; 10<sup>10</sup>
<font color="#FE0191">&#xa0;</font>CFU/day</td>
<td align="left">The composition was similar to TWK10 capsules, but TWK10 was not added</td>
<td align="center">Muscle Mass (kg) HGS (kg)</td>
<td align="center">18 weeks</td>
<td align="left">Intervention increase muscle mass, HGS, lower limb muscle strength, gait speed, and balance, especially in TWK10-H group. Adverse event was not reported</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B18">Inoue et al. (2018)</xref>
</td>
<td align="center">Japan</td>
<td align="center">Healthy older adults</td>
<td align="center">20</td>
<td align="center">19</td>
<td align="left">Mixture of <italic>B. longum</italic> BB536, <italic>B. infantis</italic> M-63, <italic>B. breve</italic> M-16&#xa0;V, and <italic>B. breve</italic> B-3 (1.25 &#xd7; 10<sup>10</sup>
<font color="#FE0191">&#xa0;</font>CFU each) (Morinaga Milk Industry Co., Ltd., Kanagawa, Japan) with resistance training programme</td>
<td align="left">Placebo (dextrin with water) with resistance training programme</td>
<td align="center">LBM (kg)</td>
<td align="center">12 weeks</td>
<td align="left">There were significant decrease of body composition (body mass, BMI, and fat %) within probiotic group, however, changes in body composition between the groups were not significant. There was no adverse events among participants</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B33">Nilsson et al. (2018a)</xref>
</td>
<td align="center">Sweden</td>
<td align="center">Post menopausal older adults</td>
<td align="center">32</td>
<td align="center">36</td>
<td align="left">
<italic>L. reuteri</italic> 6,475 (1 &#xd7; 10&#x5e;10<font color="#FE0191">&#xa0;</font>CFU) with maltodextrin (BioGaia AB, Stockholm, Sweden)</td>
<td align="left">Maltodextrin powder</td>
<td align="center">LBM (kg)</td>
<td align="center">12 months</td>
<td align="left">There was no significant difference in total lean mass between groups. Adverse events were reported in 80% and 87% participants of probiotic and placebo groups, respectively. The most common adverse events was gastrointestinal disorder such as change of bowel habit, flatulence, and nausea and vomiting</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B37">Rondanelli et al. (2022)</xref>
</td>
<td align="center">Italy</td>
<td align="center">Older adults with sarcopenia</td>
<td align="center">22</td>
<td align="center">28</td>
<td align="left">Formulated product: probiotic <italic>L. paracasei</italic> PS23 (3 &#xd7; 10<sup>10</sup>
<font color="#FE0191">&#xa0;</font>CFU), omega-3 fatty acid 500<font color="#FE0191">&#xa0;</font>mg, leucine 2.5&#xa0;g, and combined with physical activity and dieatary program</td>
<td align="left">Isocaloric placebo with the same flavor with physical activity and dieatary program</td>
<td align="center">ALM (g) HGS (kg)</td>
<td align="center">8 weeks</td>
<td align="left">ALM and HGS improved and visceral fat decreased significantly in the intervention group compared to placebo. Body weight, BMI, and waist circumference increased in intervention group. There was no intervention-related adverse events among participants</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B27">Lei et al. (2016)</xref>
</td>
<td align="center">China</td>
<td align="center">Older adults with radius fracture</td>
<td align="center">189</td>
<td align="center">192</td>
<td align="left">Skimmed milk containing a minimum of 6 &#xd7; 109<font color="#FE0191">&#xa0;</font>cfu<font color="#FE0191">&#xa0;</font>
<italic>L. casei</italic> Shirota twice daily</td>
<td align="left">Skimmed milk</td>
<td align="center">HGS (kg)</td>
<td align="center">6 months</td>
<td align="left">There significant improvement in HGS among intervention group in early phase (2&#x2013;5 months) of the study, however, no difference was observed in the end (6 months) of the study. Adverse event was not reported</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>CFU, colony forming unit; CHF, chronic heart failure; ASM, appendicular skeletal mass; HGS, handgrip strength; LBM, lean body mass; ALM, appendicular lean mass.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-2">
<title>Probiotics on muscle mass</title>
<p>The probiotic group displayed a significant increase in muscle mass in contrast to the control group, with a standardized mean difference (SMD) of 0.684 (95% confidence interval: 0.002 to 1.366, <italic>p</italic> &#x3d; 0.049) (<xref ref-type="fig" rid="F3">Figure 3</xref>). However, there was a significant heterogeneity (I2 &#x3d; 89.5%, <italic>p</italic> &#x3c; 0.01) in these results. Additionally, there was proof of a major bias in publications (Egger&#x2019;s <italic>p</italic> &#x3d; 0.03) in this outcome. To address this, we performed a trim-and-fill analysis, which provided an adjusted SMD value of 0.962 (95% CI: 0.288&#x2013;1.635) (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Meta-analysis of probiotic supplementation in muscle mass.</p>
</caption>
<graphic xlink:href="fragi-05-1307762-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Funnel plot of muscle mass outcome.</p>
</caption>
<graphic xlink:href="fragi-05-1307762-g004.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Probiotics on muscle strength</title>
<p>There was a significant improvement in muscle strength in the probiotic group in contrast to the control group, as mentioned by an SDM of 1.037 (95% confidence interval: 0.077 to 1.996, <italic>p</italic> &#x3d; 0.03) (<xref ref-type="fig" rid="F5">Figure 5</xref>). Nevertheless, there was a significantly high heterogeneity in these findings (I2 &#x3d; 89.9%, <italic>p</italic> &#x3c; 0.01). It is crucial to remember that there was no proof of publication bias (Egger&#x2019;s <italic>p</italic> &#x3d; 0.38).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Meta-analysis of probiotic supplementation in muscle strength.</p>
</caption>
<graphic xlink:href="fragi-05-1307762-g005.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussions</title>
<p>Recent research suggested that probiotic supplementation may have some benefits for muscle strength and mass, particularly for old persons. However, these studies pose some concerns, primarily due to the differences in the included population. Although only older adults were included, some studies used older adults with already existing sarcopenia or frailty, the others used patients with CHF (chronic heart failure), postmenopausal women, and patients with fractures. <xref ref-type="bibr" rid="B27">Lei et al. (2016)</xref>; <xref ref-type="bibr" rid="B33">Nilsson et al. (2018a)</xref>; <xref ref-type="bibr" rid="B26">Lee et al. (2021)</xref>; <xref ref-type="bibr" rid="B20">Karim et al. (2022)</xref>; <xref ref-type="bibr" rid="B37">Rondanelli et al. (2022)</xref> The effects of probiotics on each of these conditions were unknown to the overall muscle mass and strength. Most of these studies had positive outcomes, although some were not significant. In our study, three out of six studies that measure muscle mass used bioelectrical impedance analysis, while the other three used dual-energy x-ray absorptiometry, however, the brands were different and the technologies may vary. Four studies that measure muscle strength, all used a hand dynamometer to measure handgrip strength. Lean body mass or muscle mass can be measured by different modalities, such as dual energy x-ray absorptiometry, computed tomography, magnetic resonance imaging, and bioelectrical impedance analysis. <xref ref-type="bibr" rid="B44">Tosato et al. (2017)</xref>; <xref ref-type="bibr" rid="B6">Buckinx et al. (2018)</xref> There are no currently available techniques that serve all requirements for muscle mass measurement, each has its advantages and disadvantages. <xref ref-type="bibr" rid="B6">Buckinx et al. (2018)</xref> The results between measurements might differ and affect the overall results. This also applies to muscle strength which can be measured using manual muscle testing, field tests, hand-held dynamometry, and handgrip dynamometry. However, according to AWGSOP/EWGSOP, for standardized measurement, muscle mass should be measured using dual-energy x-ray absorptiometry or bioelectrical impedance analysis while muscle strength uses handgrip strength <xref ref-type="bibr" rid="B2">Bahat et al. (2016)</xref>; <xref ref-type="bibr" rid="B9">Chen et al. (2020)</xref>.</p>
<p>Chaiyasut et al. also found improved intestinal barrier function by up to 48%, obesity-related anthropometric biomarkers (hip and waist circumference, muscle, body fat, and BMI), and short-chain fatty acids after supplementation with multistrain probiotics containing <italic>L. paracasei</italic> HII01, <italic>B. breve</italic>, <italic>B. longum</italic> in healthy elderly people <xref ref-type="bibr" rid="B8">Chaiyasut et al. (2022)</xref>. Levels of HDL-C increased significantly, but no significant changes to TC, hsCRP, LDL-C, and TG were observed. Lee et al. used <italic>L. plantarum</italic> TWK10 and found significant improvement in muscle strength and mass, balance, and walking speed in older adults with frailty, especially in the high-dose group with 6 &#xd7; 10<sup>10</sup>&#xa0;CFU/day <xref ref-type="bibr" rid="B26">Lee et al. (2021)</xref>. No significant improvement in bone mineral density was observed. Probiotic supplementation was added to the training program of healthy elderly people with normal BMI in Inuoe et al.&#x2019;s study, which led to a significant decrease in body weight, BMI, and fat percentage, but no difference in lean body mass <xref ref-type="bibr" rid="B18">Inoue et al. (2018)</xref>. Some studies have found that supplementation of probiotics might have body fat-decreasing impacts. Kondo et al. showed that B. breve B-3 prevented mice fed a diet high in fat from gaining weight or accumulating fat <xref ref-type="bibr" rid="B24">Kondo et al. (2010)</xref>. This probiotic might also affect the regulation of gene expression responsible for lipid metabolism <xref ref-type="bibr" rid="B23">Kondo et al. (2013)</xref>. The <italic>L. reuteri</italic> 6,475 supplementations in postmenopausal women significantly reduced bone loss in Nilsson et al., however, there was no difference in total lean mass or inflammatory markers (N-terminal telopeptide, ALP, CRP, and TNF-&#x3b1;) between both groups. <xref ref-type="bibr" rid="B33">Nilsson et al. (2018a)</xref> In in vivo studies, <italic>L. reuteri</italic> 6,475 could interfere with TNF-&#x3b1;-mediated inflammation, however, it did not show significant changes in body compositions. <xref ref-type="bibr" rid="B22">Komaroff, (2017)</xref>; <xref ref-type="bibr" rid="B34">Nilsson et al. (2018b)</xref> Rondanelli et al. is the only study that investigated the effects of probiotic <italic>L. paracasei</italic> PS23 for sarcopenia in older adults. Lean mass of the appendices and strength of grip was significantly increased in the group that consumed probiotics compared to placebo, with decreased visceral adiposity. <xref ref-type="bibr" rid="B37">Rondanelli et al. (2022)</xref> Amino acids including valine, leucine, and isoleucine, and all combined also increased significantly. Administration of probiotics (<italic>L. paracasei</italic> LPC-S01 and <italic>L. paracasei</italic> LP-DG) might also improve amino acids absorption, therefore probiotic supplementation should be combined with amino acids. <xref ref-type="bibr" rid="B19">J&#xe4;ger et al. (2020)</xref> Several studies have demonstrated that leucine might help alter muscular protein turnover by enhancing production and reducing proteolysis. <xref ref-type="bibr" rid="B3">Balage and Dardevet, (2010)</xref>; <xref ref-type="bibr" rid="B10">Dai et al. (2021)</xref> Intake of 3&#xa0;g leucine combined with 25&#x2013;30 protein was found to be beneficial to prevent loss of lean mass in older adults. <xref ref-type="bibr" rid="B21">Kim et al. (2012)</xref> Lei et al. study that investigated probiotics on older adults with distal radius fracture found the acceleration of the healing process, leading to faster handgrip strength recovery compared to placebo. Muscle strength improved faster in the early 1&#x2013;5&#xa0;months, however, both groups ended up with no difference in strength after 6&#xa0;months of follow-up. <xref ref-type="bibr" rid="B27">Lei et al. (2016)</xref> Mutistrain probiotics investigated by Karim et al. in CHF patients also showed favorable effects of probiotics on handgrip strength, gait speed, and Wnt family protein (Dkk-1, Dkk-3, and SREBP1). <xref ref-type="bibr" rid="B20">Karim et al. (2022)</xref> Wnt signaling plays an essential role in myogenesis, muscle repair, and stem cell regeneration. <xref ref-type="bibr" rid="B1">Arthur and Cooley, (2012)</xref>.</p>
<p>In this study, probiotic administration led to a considerable increase in muscle mass. Multiple animal studies have shown that supplementation with probiotics affects muscle mass by enhancing muscle weight, muscle fiber size, and the size of the tibialis muscle. <xref ref-type="bibr" rid="B5">Bindels et al. (2012)</xref>; <xref ref-type="bibr" rid="B43">Sugimura et al. (2022)</xref> Some studies have tried to explain the mechanism of this finding. Muscle mass is maintained by the balance between its synthesis and degradation. Muscle synthesis involving insulin-like growth factor (IGF-1), Akt/Protein Kinase B-mTOR pathway promotes ribosomal biogenesis and translation to form new myofibril protein. <xref ref-type="bibr" rid="B4">Barclay et al. (2019)</xref> Insulin resistance and diminished response to the mTOR pathway can be found in sarcopenia. The gut microbiome in this case was linked to increased expression of IGF-1 by increasing the production of tryptophan (Trp). It was also bound to upregulate mTOR/eif4/p70s6k pathway molecules in muscle samples. <xref ref-type="bibr" rid="B12">Dukes et al. (2015)</xref> Another study by Lahiri, et al. comparing germ-free mice with mice that had gut microbiota found that germ-free mice had reduced expression of IGF. <xref ref-type="bibr" rid="B25">Lahiri et al. (2019)</xref>; <xref ref-type="bibr" rid="B31">Nay et al. (2019)</xref> <italic>In vivo</italic> and <italic>in vitro</italic> settings have also demonstrated that short-chain fatty acids (SCFA) produced by gut microbiota affect the preservation of skeletal muscle mass, increasing GLUT4 expression, insulin sensitivity, and blood circulation. <xref ref-type="bibr" rid="B17">Haran et al. (2012)</xref>; <xref ref-type="bibr" rid="B13">Frampton et al. (2020)</xref>; <xref ref-type="bibr" rid="B11">de Marco Castro et al. (2021)</xref> Gut microbiota was found to counteract anabolic resistance by reducing low-grade inflammation from the intestines and improving food digestion that contains proteins, thus favoring muscle protein synthesis. <xref ref-type="bibr" rid="B17">Haran et al. (2012)</xref>; <xref ref-type="bibr" rid="B11">de Marco Castro et al. (2021)</xref> Muscle atrophy involves several pathways such as the ubiquitin-proteasome system (UPS) which involves Atrogin-1/MAFbx and MuRF1. <xref ref-type="bibr" rid="B41">Sartori et al. (2021)</xref> It was found that germ-free mice had increased expression of <italic>Atrogin-1</italic> and <italic>Murf-1</italic> which encode E3 ubiquitin ligase involved in muscle atrophy. <xref ref-type="bibr" rid="B25">Lahiri et al. (2019)</xref> Muscle catabolism also includes another system such as the autophagy-lysosome system and FoxOs-astrogenes. <xref ref-type="bibr" rid="B41">Sartori et al. (2021)</xref> SCFA which is produced by gut microbiome increases the production of AMPK and PGC1&#x3b1; which regulates this FoxO activity. <xref ref-type="bibr" rid="B13">Frampton et al. (2020)</xref> Inflammation increases muscle atrophy. SCFA was also demonstrated to affect the breakdown of fat, carbohydrates, and protein in skeletal muscle tissue, maintaining oxidative phenotype, and thus was shown to prevent muscle atrophy and increase muscle strength. <xref ref-type="bibr" rid="B13">Frampton et al. (2020)</xref> Detailed pathways of molecular mechanisms in which gut microbiome affects muscle mass can be seen in <xref ref-type="fig" rid="F6">Figure 6</xref>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Mechanism of gut microbiome affecting muscle mass.</p>
</caption>
<graphic xlink:href="fragi-05-1307762-g006.tif"/>
</fig>
<p>Our study brought to light the substantial impact of probiotic supplementation on the improvement of muscle strength. This was in concordance with previous studies in which probiotics were found to increase muscle strength. <xref ref-type="bibr" rid="B7">Buigues et al. (2016)</xref> Animal study also revealed similar results, it increased grip strength in rats compared with age-matched controls. <xref ref-type="bibr" rid="B32">Ni et al. (2019)</xref> Several studies reviewed by Lustgarten et al. showed an increase in muscle strength and endurance exercise capacity compared to germ-free control. <xref ref-type="bibr" rid="B30">Lustgarten, (2019)</xref> <italic>Prevotellaceae, Prevotella, Barnesiella,</italic> and <italic>Barnesiella intestinihominis</italic> were found to be conjunct with higher muscle strength. <italic>Barnesiella</italic> and <italic>Prevotellaceae</italic>, specifically, were learned to contain genes that produce acetate, propionate, and butyrate. These SCFAs were able to increase Nuclear factor erythroid 2-related factor 2 (Nrf2), a regulator of cellular antioxidant defenses, and also bound G-protein coupled receptor (GPR) 41 or GPR43 intracellularly, which in turn activated several pathways including the release of intracellular Ca<sup>2&#x2b;</sup>; ERK1/2; and inhibition of cAMP accumulation, thus had an effect in increase of skeletal muscle function. <xref ref-type="bibr" rid="B35">Otten et al. (2023)</xref> Different ratios of SCFAs influenced higher glucose uptake in C2C12 myotubes, which increased skeletal muscle glucose uptake. <xref ref-type="bibr" rid="B35">Otten et al. (2023)</xref> Germ-free mice were also found to have reduced genes encoding Rapsyn and Lrp4 which are essential for neuromuscular junction assembly. <xref ref-type="bibr" rid="B25">Lahiri et al. (2019)</xref>.</p>
<p>The strength of our study lies in its depth and thorough exploration of the probiotics utilization that may influence sarcopenia risk/status. This demonstrates a comprehensive understanding of this novel topic. This review is the first to evaluate the utilization of probiotics on sarcopenic indices in older adults. We also highlighted the issues related to the heterogeneity of study populations in the literature showing a keen awareness of potential biases. This critical evaluation demonstrates a thoughtful consideration of the available evidence. While we have rightly identified the heterogeneity in study populations as a point of consideration, it also serves as a limitation. The heterogeneity may introduce confounding variables, making it challenging to draw generalizable conclusions from the combined findings. This limitation should be acknowledged, especially if extrapolating findings to specific demographic groups or clinical conditions.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>Probiotic supplementation in older adults may provide benefits on sarcopenic indices, such as muscle mass and strength. Considering the potential benefits and the no serious adverse events reported, probiotics could be suggested especially for older adults. However, further studies should be done with larger samples and targeted populations that might benefit from intervention.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s11">Supplementary Materials</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Author contributions</title>
<p>YH: Conceptualization, Formal Analysis, Investigation, Project administration, Resources, Supervision, Writing&#x2013;original draft, Writing&#x2013;review and editing. YT: Conceptualization, Project administration, Software, Supervision, Validation, Writing&#x2013;review and editing. AH: Data curation, Formal Analysis, Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing. GH: Data curation, Formal Analysis, Investigation, Methodology, Project administration, Visualization, Writing&#x2013;original draft. ES-B: Conceptualization, Supervision, Validation, Writing&#x2013;review and editing. KK: Writing&#x2013;review and editing, Conceptualization, Project administration, Investigation.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was funded by the Indonesia Ministry of Research, Technology and Higher Education Grant (ID 023.17.1.690523/2023).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<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="s11">
<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/fragi.2024.1307762/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fragi.2024.1307762/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.DOCX" id="SM1" mimetype="application/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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