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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Aging Neurosci.</journal-id>
<journal-title>Frontiers in Aging Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Aging Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1663-4365</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnagi.2025.1496112</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Aging Neuroscience</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Effects of different exercises on improving gait performance in patients with Parkinson&#x2019;s disease: a systematic review and network meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Li</surname> <given-names>Ying</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1735312/overview"/>
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</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Huang</surname> <given-names>Jieling</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Jinguo</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Cheng</surname> <given-names>Yue</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>College of Sports Science, Jishou University</institution>, <addr-line>Jishou</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Faculty of Health Sciences and Physical Education, Macao Polytechnic University</institution>, <addr-line>Macao</addr-line>, <country>Macao SAR, China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Neurology, People&#x2019;s Hospital of Changshou</institution>, <addr-line>Chongqing</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Dimitrios Kikidis, National and Kapodistrian University of Athens, Greece</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Francesco Lena, Mediterranean Neurological Institute Neuromed (IRCCS), Italy</p>
<p>Guotuan Wang, Henan University, China</p>
<p>Junxiao Xie, Xi&#x2019;an Jiaotong University, China</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Yue Cheng, <email>1194206427@qq.com</email></corresp>
<fn fn-type="equal" id="fn0001"><p><sup>&#x2020;</sup>These authors share first authorship</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>02</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>17</volume>
<elocation-id>1496112</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>02</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Li, Huang, Wang and Cheng.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Li, Huang, Wang and Cheng</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Objective</title>
<p>Gait disorder represents a characteristic symptom of Parkinson&#x2019;s disease (PD), and exercise has been established as an effective intervention for gait management in PD. However, the relative efficacy of various exercise types in improving gait among PD patients remains unclear. This study aimed to compare the effectiveness of different movement-based interventions in enhancing gait for individuals with PD through a network meta-analysis.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>A comprehensive search was conducted across multiple databases, including PubMed, Cochrane Library, Embase, Web of Science, and CNKI. The methodological quality of included studies was evaluated using the Cochrane Bias risk tool. Data was extracted from these studies to compare the efficacy of 29 distinct exercise interventions on gait performance in patients with PD.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>The analysis encompassed 68 randomized controlled trials (RCTs), involving a total of 3,114 participants. The results of the network meta-analysis showed that DE is higher than CON (SMD, 2.11; 95% CI 1.07 to 3.15), WE (SMD, 2.16; 95% CI 0.90 to 3.43), HE (SMD, 2.19; 95% CI 0.95 to 3.44), OE (SMD, 2.66; 95% CI 1.16 to 4.16), TR (SMD, 2.62; 95% CI 1.45 to 3.79) to better improve Gait velocity in patients with Parkinson&#x2019;s disease. DE is superior to CON (SMD, 2.08; 95% CI 0.04 to 4.13) in improving Step length. FAE is superior to CON (SMD, 1.01; 95% CI 0.04 to 1.98), BDJ (SMD, 1.20; 95% CI 0.15 to 2.25), RAGT (SMD, 1.29; 95% CI 0.07 to 2.52), DE (SMD, 1.57; 95% CI 0.36 to 2.77), TR (SMD, 1.62; 95% CI 0.48 to 2.76), OE (1.76, 95% CI 0.57 to 2.94) in improving Gait velocity. RAGT is superior to CT (MD, 2.02; 95% CI 0.41 to 3.63), TR (MD, 2.51; 95% CI 1.17 to 3.84), AE (MD, 2.66; 95% CI 0.45 to 4.88), BDJ (MD, 2.77; 95% CI 0.93 to 4.61), CON (MD, 2.83; 95% CI 1.30 to 4.36), DTT (MD, 12.84; 95% CI 10.05 to 15.63) in improving 6MWT.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>Our study found that DE improved gait speed and step length in patients with Parkinson&#x2019;s disease better than other forms of exercise. FAE and RAGT were more effective than other exercises in improving step length and 6MWT in patients with Parkinson&#x2019;s disease.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Parkinson&#x2019;s disease</kwd>
<kwd>gait</kwd>
<kwd>6MWT</kwd>
<kwd>network meta-analysis</kwd>
<kwd>systematic review</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="46"/>
<page-count count="13"/>
<word-count count="6631"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Parkinson&#x2019;s Disease and Aging-related Movement Disorders</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<title>Introduction</title>
<p>PD is the second most prevalent neurodegenerative disorder characterized by motor activity deterioration, resulting from damage to the dopaminergic nigrostriatal system (<xref ref-type="bibr" rid="ref31">Pajares et al., 2020</xref>; <xref ref-type="bibr" rid="ref36">Simon et al., 2020</xref>). The incidence of PD correlates directly with age (<xref ref-type="bibr" rid="ref17">Hallett et al., 2019</xref>). PD diagnoses are projected to double from 6 million in 2015 to 12 million in 2040, coinciding with approximately 1% of the global population exceeding 60&#x202F;years of age (<xref ref-type="bibr" rid="ref3">Ascherio and Ma, 2016</xref>; <xref ref-type="bibr" rid="ref39">Tysnes and Storstein, 2017</xref>; <xref ref-type="bibr" rid="ref14">Dorsey and Bloem, 2018</xref>). Gait abnormality represents a primary cause of motor dysfunction in PD patients (<xref ref-type="bibr" rid="ref16">Frazzitta et al., 2009</xref>). These gait abnormalities manifest primarily as postural irregularities, diminished muscle strength in major limb and trunk muscle groups, reduced balance function, initiation difficulties, decreased stride length, inability to halt at will, turning challenges, and bradykinesia. This walking dysfunction in PD patients elevates fall risk and significantly impairs daily living capabilities.</p>
<p>Current PD treatment strategies aim to alleviate symptoms and decelerate disease progression (<xref ref-type="bibr" rid="ref33">Raza et al., 2019</xref>). The prevailing PD treatment model involves anti-Parkinson&#x2019;s medications or Deep Brain Stimulation, which often prove inadequate, yielding minimal or no long-term patient improvement (<xref ref-type="bibr" rid="ref35">Scelzo et al., 2019</xref>). Adjunctive and complementary treatments, such as exercise, can mitigate side effects of anti-Parkinson&#x2019;s drug therapy and have demonstrated efficacy in improving movement disorders including balance, gait, fall risk, and physical function while reducing fall incidence (<xref ref-type="bibr" rid="ref15">Feng et al., 2020</xref>; <xref ref-type="bibr" rid="ref27">Mak and Wong-Yu, 2019</xref>). An increasing body of evidence supports the crucial role of exercise therapy (<xref ref-type="bibr" rid="ref37">Tomlinson et al., 2013</xref>; <xref ref-type="bibr" rid="ref1">Abbruzzese et al., 2016</xref>). Dance exercise (DE) can down-regulate <italic>&#x03B1;</italic>-Syn protein level to a certain extent, inhibit neuronal apoptosis, improve mitochondrial dysfunction, and thus restore the motor function of early patients (<xref ref-type="bibr" rid="ref24">Koo et al., 2017</xref>). Resistance training (RT) is a strength exercise that can enhance muscle strength by overcoming resistance in local muscle groups. It can also improve the body&#x2019;s neuroplasticity, up-regulate the expression level of dopaminergic neurotransmitters and receptors, promote the release of non-dopaminergic transmitters such as norepinephrine and 5-hydroxytryptamine (<xref ref-type="bibr" rid="ref32">Qian et al., 2024</xref>), and improve the motor symptoms of Parkinson&#x2019;s patients. Aerobic exercise (AE) can improve motor function in patients with Parkinson&#x2019;s disease by regulating neurotrophic factors to support synaptic formation and angiogenesis, inhibit oxidative stress and improve mitochondrial function (<xref ref-type="bibr" rid="ref15">Feng et al., 2020</xref>). However, the optimal exercise type for treating gait in PD patients remains unclear. According to Jiang&#x2019;s traditional meta-analysis, Robotic Assisted Gait Training (RAGT) can effectively enhance PD patients&#x2019; walking function and gait performance (<xref ref-type="bibr" rid="ref23">Jiang et al., 2024</xref>). In a conventional meta-analysis, Bishnoi found that Treadmill Training improved step and stride lengths in PD patients (<xref ref-type="bibr" rid="ref8">Bishnoi et al., 2022</xref>). Nevertheless, a direct comparison between RAGT and Treadmill Training is currently lacking.</p>
<p>Network meta-analysis (NMA) has gained prominence in evaluating medical interventions due to its capacity to estimate the relative effectiveness and ranking of interventions, even in the absence of direct comparisons (<xref ref-type="bibr" rid="ref5">Bafeta et al., 2014</xref>). Although Yang explored the influence of exercise patterns on Parkinson&#x2019;s patients, the exercise was classified into 24 categories, and there was a lack of research on six-minute walk test (6MWT) and Step-length outcome indicators (<xref ref-type="bibr" rid="ref43">Yang et al., 2022</xref>). Victor explored the intervention measures to improve gait in Parkinson&#x2019;s disease, but there was a lack of studies on Stride length, 6MWT, and Step length (<xref ref-type="bibr" rid="ref21">Hvingelby et al., 2022</xref>). Therefore, our study made a detailed division of movement modes, compared the gait forms of more PD patients, determined the best exercise mode to improve the gait of PD patients, and guided PD patients to choose the best exercise mode.</p>
</sec>
<sec id="sec6">
<title>Methods and analysis</title>
<sec id="sec7">
<title>Registration</title>
<p>This network meta-analysis was designed according to the guidelines for Preferred Reporting Items of Systems Review and Network Meta-Analysis (PRISMA-NMA) (<xref ref-type="bibr" rid="ref20">Hutton et al., 2015</xref>).</p>
</sec>
<sec id="sec8">
<title>Search strategy</title>
<p>The computer searched PubMed, Web of Science, Embase, Cochrane Library, CNKI, and other databases, and the search period was established until August 20, 2024. The search takes the way of combining subject words and free words. The search strategy uses Pubmed as an example, as shown in <xref ref-type="supplementary-material" rid="SM1">Appendix 1</xref>.</p>
</sec>
<sec id="sec9">
<title>Study selection</title>
<p>The inclusion criteria for study selection were based on the PICOS methodology (Participants, interventions, comparators, outcomes, and study design) (<xref ref-type="bibr" rid="ref20">Hutton et al., 2015</xref>), shown in <xref ref-type="table" rid="tab1">Table 1</xref>. In addition, we provide detailed definitions of 29 intervention terms. Each intervention is defined in <xref ref-type="supplementary-material" rid="SM1">Appendix 2</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Inclusion and exclusion criteria.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Category</th>
<th align="left" valign="top">Inclusion criteria</th>
<th align="left" valign="top">Exclusion criteria</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Population</td>
<td align="left" valign="top">Parkinson&#x2019;s disease was diagnosed in patients &#x003E;18&#x202F;years of age</td>
<td align="left" valign="top">Patients with severe comorbidities such as severe hypertension, heart disease, or other serious systemic diseases</td>
</tr>
<tr>
<td align="left" valign="top">Interventions</td>
<td align="left" valign="top">Aerobic exercise (AE), Aquatic Exercise (AQE), Whole body vibration training (WBV), Virtual reality (VR), Treadmill training (TT), Resistance training (RT), Tai Chi (TC), Power Training (PT), Biofeedback Balance and Gait Training (BGT), Walking exercise (WE), Dance exercise (DE), Balance training (BT), Game training (GT), Baduanjin (BDJ), Home exercise (HE), Yoga (YG), Boxing exercise (BE), Robotic Assisted Gait Training (RAGT), Combined therapy (CT), Dual task training (DTT), Stretch exercise (SE), Five animal exercises (FAE), Other exercise (OE), Fitness exercise (FE), Qigong (QG), Virtual reality balance training (VRB), Core strength training (CST).</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Comparisons</td>
<td align="left" valign="top">Traditional Rehabilitation (TR), Control group (CON)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Outcomes</td>
<td align="left" valign="top">Stride length, Gait velocity, 6&#x202F;Minutes Walking Test (6MWT), Step length</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Study</td>
<td align="left" valign="top">Randomized controlled trial; published in English or Chinese</td>
<td/>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec10">
<title>Data extraction</title>
<p>The following data were extracted independently by two reviewers: first author, year of publication, country, sample size, intervention mode, intervention time, and intervention period. Data are expressed as mean&#x202F;&#x00B1;&#x202F;standard deviation (mean&#x202F;&#x00B1;&#x202F;SD). If the outcome indicator reports multiple points, we extract data for the most recent time.</p>
</sec>
<sec id="sec11">
<title>Risk of bias assessment</title>
<p>The risk of bias was assessed independently by two reviewers and by a third reviewer using the tools provided by the Cochrane Collaboration (<xref ref-type="bibr" rid="ref18">Higgins et al., 2011</xref>), including sequence generation, hidden assignment, blinking, incomplete outcome data, non-selective reporting of results, and other sources of bias. Each criterion was judged to have a low, unclear, or high risk of bias.</p>
</sec>
<sec id="sec12">
<title>Data analysis</title>
<p>The netmeta package of R-4.2.1 software was used to perform mesh meta-analysis. Use the STATA 15.1 &#x201C;networkplot&#x201D; feature to draw and generate a network diagram that describes and presents different forms of exercises. We use nodes representing various interventions and edges representing head-to-head comparisons between interventions. Node splitting assesses inconsistencies between direct and indirect comparisons (<xref ref-type="bibr" rid="ref34">R&#x00FC;cker and Schwarzer, 2015</xref>). The combined estimates and their 95% confidence intervals (95% CI) were calculated using random effects network analysis. When we are interested in results using the same unit of measure in a study, consider analyzing the results as a therapeutic effect by means difference (MD) or evaluating standardized mean difference (SMD). A pair-to-pair random-effects meta-analysis was used to compare various exercise therapies. The heterogeneity of all pair-to-pair comparisons was assessed using the <italic>I<sup>2</sup></italic> statistic, and publication bias was evaluated using the <italic>p</italic>-value of Egger&#x2019;s test and the funnel plot.</p>
</sec>
</sec>
<sec sec-type="results" id="sec13">
<title>Results</title>
<sec id="sec14">
<title>Literature selection</title>
<p>After deleting duplicates, 1,115 records were retrieved, 123 duplicates were removed, 891 articles with inconsistent titles were deleted, 33 articles with inconsistent titles were removed after reading the full text, and 68 articles were finally included (<xref ref-type="supplementary-material" rid="SM1">Appendix 3</xref>). The research flow chart is shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Flow chart.</p>
</caption>
<graphic xlink:href="fnagi-17-1496112-g001.tif"/>
</fig>
</sec>
<sec id="sec15">
<title>Study and participant characteristics</title>
<p>The included studies, published between 2007 and 2024, compared the effects of 29 different forms of exercise on people with Parkinson&#x2019;s disease. The duration of intervention ranged from 3 to 48&#x202F;weeks. A total of 3,114 patients were reported. Of all the included studies, 33 reported Gait velocity, 16 reported Step length, 19 reported Stride length and 35 reported 6MWT. The characteristics of the studies and participants are shown in <xref ref-type="table" rid="tab2">Table 2</xref> and <xref ref-type="supplementary-material" rid="SM1">Appendix 3</xref>. The risk of bias assessment for each study is summarized in <xref ref-type="supplementary-material" rid="SM1">Appendix 4</xref> and <xref ref-type="fig" rid="fig2">Figure 2</xref>.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>General characteristics of patients.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Characteristics</th>
<th align="center" valign="top">Gait velocity</th>
<th align="center" valign="top">Step length</th>
<th align="center" valign="top">Stride length</th>
<th align="center" valign="top">6MWT</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="5">Publication characteristics</td>
</tr>
<tr>
<td align="left" valign="top">Total number of unique studies included</td>
<td align="center" valign="top">33</td>
<td align="center" valign="top">15</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">35</td>
</tr>
<tr>
<td align="left" valign="top" colspan="5">Publication year</td>
</tr>
<tr>
<td align="left" valign="top">2001&#x2013;2010</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">2</td>
</tr>
<tr>
<td align="left" valign="top">2011&#x2013;2020</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">23</td>
</tr>
<tr>
<td align="left" valign="top">2021&#x2013;2024</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">10</td>
</tr>
<tr>
<td align="left" valign="top" colspan="5">Study design characteristics</td>
</tr>
<tr>
<td align="left" valign="top" colspan="5">Range of study sample size</td>
</tr>
<tr>
<td align="left" valign="top">1&#x2013;50</td>
<td align="center" valign="top">22</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">15</td>
<td align="center" valign="top">23</td>
</tr>
<tr>
<td align="left" valign="top">51&#x2013;100</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">9</td>
</tr>
<tr>
<td align="left" valign="top">101&#x2013;150</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">3</td>
</tr>
<tr>
<td align="left" valign="top">151&#x2013;200</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top" colspan="5">No. of intervention arms included</td>
</tr>
<tr>
<td align="left" valign="top">2</td>
<td align="center" valign="top">32</td>
<td align="center" valign="top">15</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">31</td>
</tr>
<tr>
<td align="left" valign="top">3</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">4</td>
</tr>
<tr>
<td align="left" valign="top">No. of studies containing the following treatment nodes</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Aerobic exercise (AE)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">Aquatic Exercise (AQE)</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">3</td>
</tr>
<tr>
<td align="left" valign="top">Whole body vibration training (WBV)</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">Virtual reality (VR)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top">Treadmill training (TT)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">5</td>
</tr>
<tr>
<td align="left" valign="top">Resistance training (RT)</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">2</td>
</tr>
<tr>
<td align="left" valign="top">Tai Chi (TC)</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">5</td>
</tr>
<tr>
<td align="left" valign="top">Power Training (PT)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top">Biofeedback Balance and Gait Training (BGT)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top">Control group (CON)</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">16</td>
</tr>
<tr>
<td align="left" valign="top">Walking exercise (WE)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">5</td>
</tr>
<tr>
<td align="left" valign="top">Dance exercise (DE)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">6</td>
</tr>
<tr>
<td align="left" valign="top">Balance training (BT)</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">Game training (GT)</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">Baduanjin (BDJ)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">2</td>
</tr>
<tr>
<td align="left" valign="top">Home exercise (HE)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top">Yoga (YG)</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top">Boxing exercise (BE)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">Robotic Assisted Gait Training (RAGT)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">2</td>
</tr>
<tr>
<td align="left" valign="top">Combined therapy (CT)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">6</td>
</tr>
<tr>
<td align="left" valign="top">Traditional Rehabilitation (TR)</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">11</td>
</tr>
<tr>
<td align="left" valign="top">Dual task training (DTT)</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">Stretch exercise (SE)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">2</td>
</tr>
<tr>
<td align="left" valign="top">Five animal exercises (FAE)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top">Other exercise (OE)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">2</td>
</tr>
<tr>
<td align="left" valign="top">Fitness exercise (FE)</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">Qigong (QG)</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top">Virtual reality balance training (VRB)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top">Core strength training (CST)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top" colspan="5">Time of intervention</td>
</tr>
<tr>
<td align="left" valign="top">Unclear</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">3&#x202F;weeks</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top">4&#x202F;weeks</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">3</td>
</tr>
<tr>
<td align="left" valign="top">5&#x202F;weeks</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top">6&#x202F;weeks</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">2</td>
</tr>
<tr>
<td align="left" valign="top">8&#x202F;weeks</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">7</td>
</tr>
<tr>
<td align="left" valign="top">10&#x202F;weeks</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">5</td>
</tr>
<tr>
<td align="left" valign="top">11&#x202F;weeks</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top">12&#x202F;weeks</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">12</td>
</tr>
<tr>
<td align="left" valign="top">16&#x202F;weeks</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">2</td>
</tr>
<tr>
<td align="left" valign="top">24&#x202F;weeks</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">3</td>
</tr>
<tr>
<td align="left" valign="top">48&#x202F;weeks</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Percentage of studies examining the efficacy of exercise training in patients with non-specific chronic low back pain with low, unclear, and high risk of bias for each feature of the Cochrane risk of bias tool.</p>
</caption>
<graphic xlink:href="fnagi-17-1496112-g002.tif"/>
</fig>
</sec>
<sec id="sec16">
<title>Gait velocity</title>
<p>A total of 33 studies evaluated Gait velocity, involving 1,574 participants. We included the following 23 exercise measures in our network meta-analysis (<xref ref-type="fig" rid="fig3">Figure 3A</xref>):</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Network diagram of Gait velocity <bold>(A)</bold>, Step length <bold>(B)</bold>, Gait velocity <bold>(C)</bold>, and 6MWT <bold>(D)</bold>, in patients with Parkinson&#x2019;s disease. The node size represents the number of times the exercise appears in any comparison about that treatment, and the width of the edge represents the total sample size in the comparison it connects. Aerobic exercise (AE), Aquatic Exercise (AQE), Whole body vibration training (WBV), Virtual reality (VR), Treadmill training (TT), Resistance training (RT), Tai Chi (TC), Power Training (PT), Biofeedback Balance and Gait Training (BGT), Control group (CON), Walking exercise (WE), Dance exercise (DE), Balance training (BT), Game training (GT), Baduanjin (BDJ), Home exercise (HE), Yoga (YG), Boxing exercise (BE), Robotic Assisted Gait Training (RAGT), Combined therapy (CT), Traditional Rehabilitation (TR), Dual task training (DTT), Stretch exercise (SE), Five animal exercises (FAE), Other exercise (OE), Fitness exercise (FE), Qigong (QG), Virtual reality balance training (VRB), Core strength training (CST).</p>
</caption>
<graphic xlink:href="fnagi-17-1496112-g003.tif"/>
</fig>
<p>Aerobic exercise (AE), Virtual reality (VR), Treadmill training (TT), Tai Chi (TC), Power Training (PT), Biofeedback Balance and Gait Training (BGT), Control group (CON), Walking exercise (WE), Dance exercise (DE), Balance training (BT), Baduanjin (BDJ), Home exercise (HE), Boxing exercise (BE), Robotic Assisted Gait Training (RAGT), Combined therapy (CT), Traditional Rehabilitation (TR), Dual task training (DTT), Stretch exercise (SE), Five animal exercises (FAE), Other exercise (OE), Qigong (QG), Virtual reality balance training (VRB), Core strength training (CST). Our results show that DE is higher than CON (SMD, 2.11; 95% CI, 1.07 to 3.15), WE (SMD, 2.16; 95% CI 0.90 to 3.43), HE (SMD, 2.19; 95% CI 0.95 to 3.44), AE (SMD, 2.42; 95% CI 1.05 to 3.80), OE (SMD, 2.66; 95% CI 1.16 to 4.16), BE (SMD, 2.74; 95% CI 1.24 to 4.23), TR (SMD2.62; 95% CI 1.45 to 3.79) to better improve Gait velocity in patients with Parkinson&#x2019;s disease (<xref ref-type="fig" rid="fig4">Figure 4A</xref>). In addition, we performed the Egger&#x2019;s test to assess publication bias (<italic>p</italic>&#x202F;=&#x202F;0.325) (<xref ref-type="supplementary-material" rid="SM1">Appendix 5.1</xref>). The included studies did not show publication bias. Heterogeneity and inconsistencies in the mesh meta-analysis were also evaluated (<xref ref-type="supplementary-material" rid="SM1">Appendix 6</xref>). The most direct comparisons are CON VS QG (<xref ref-type="supplementary-material" rid="SM1">Appendix 7.1</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Results analysis league chart. Gait velocity <bold>(A)</bold>, Step length <bold>(B)</bold>, Gait velocity <bold>(C)</bold>, and 6MWT <bold>(D)</bold>. The data are the mean difference and 95% confidence interval of continuous data. Aerobic exercise (AE), Aquatic Exercise (AQE), Whole body vibration training (WBV), Virtual reality (VR), Treadmill training (TT), Resistance training (RT), Tai Chi (TC), Power Training (PT), Biofeedback Balance and Gait Training (BGT), Control group (CON), Walking exercise (WE), Dance exercise (DE), Balance training (BT), Game training (GT), Baduanjin (BDJ), Home exercise (HE), Yoga (YG), Boxing exercise (BE), Robotic Assisted Gait Training (RAGT), Combined therapy (CT), Traditional Rehabilitation (TR), Dual task training (DTT), Stretch exercise (SE), Five animal exercises (FAE), Other exercise (OE), Fitness exercise (FE), Qigong (QG), Virtual reality balance training (VRB), Core strength training (CST).</p>
</caption>
<graphic xlink:href="fnagi-17-1496112-g004.tif"/>
</fig>
</sec>
<sec id="sec17">
<title>Step length</title>
<p>A total of 15 studies evaluated GUT, involving 802 participants. We included the following 14 exercise measures in the network meta-analysis (<xref ref-type="fig" rid="fig3">Figure 3B</xref>): Virtual reality (VR), Tai Chi (TC), Control group (CON), Dance exercise (DE), Balance training (BT), Baduanjin (BDJ), Robotic Assisted Gait Training (RAGT), Combined therapy (CT), Traditional Rehabilitation (TR), Dual task training (DTT), Stretch exercise (SE), Qigong (QG), Virtual reality balance training (VRB), Core strength training (CST). The results show that DE is superior to CON (SMD, 2.08; 95% CI 0.04 to 4.13) (<xref ref-type="fig" rid="fig4">Figure 4B</xref>). In addition, we performed the Egger test to assess publication bias (<italic>p</italic>&#x202F;=&#x202F;0.239) (<xref ref-type="supplementary-material" rid="SM1">Appendix 5.2</xref>). The included studies did not show publication bias. We also evaluated the heterogeneity and inconsistencies of the mesh meta-analysis (<xref ref-type="supplementary-material" rid="SM1">Appendix 6</xref>). We made a direct comparison of exercise interventions (<xref ref-type="supplementary-material" rid="SM1">Appendix 7.2</xref>).</p>
</sec>
<sec id="sec18">
<title>Stride length</title>
<p>A total of 19 studies evaluated, involving 741 participants. We included the following 16 exercise measures in the network meta-analysis (<xref ref-type="fig" rid="fig3">Figure 3C</xref>): Aerobic exercise (AE), Treadmill training (TT), Tai Chi (TC), Control group (CON), Walking exercise (WE), Dance exercise (DE), Baduanjin (BDJ), Yoga (YG), Robotic Assisted Gait Training (RAGT), Combined therapy (CT), Traditional Rehabilitation (TR), Dual task training (DTT), Stretch exercise (SE), Five animal exercises (FAE), Other exercise (OE), Qigong (QG). The results show that: FAE is superior to CON (SMD, 1.01; 95% CI 0.04 to 1.98), SE (SMD, 1.08; 95% CI 0.42, 1.74), BDJ (SMD, 1.20; 95% CI 0.15 to 2.25), RAGT (SMD, 1.29; 95% CI 0.07 to 2.52), TT (SMD, 1.35; 95% CI 0.22 to 2.48), DE (SMD, 1.57; 95% CI 0.36 to 2.77), TR (SMD, 1.62; 95% CI 0.48 to 2.76), AE (SMD, 1.72; 95% CI 0.74 to 2.70), OE (SMD, 1.76, 95% CI 0.57 to 2.94) in improving Gait velocity (<xref ref-type="fig" rid="fig4">Figure 4C</xref>). In addition, we assessed publication bias using the Egger test (<italic>p</italic>&#x202F;=&#x202F;0.659) (<xref ref-type="supplementary-material" rid="SM1">Appendix 5.3</xref>). The included studies did not show publication bias. We also evaluated heterogeneity and inconsistencies in the mesh meta-analysis (<xref ref-type="supplementary-material" rid="SM1">Appendix 6</xref>). We made a direct comparison of exercise interventions (<xref ref-type="supplementary-material" rid="SM1">Appendix 7.3</xref>). The most direct comparisons are CON vs. QG and BDJ vs. CON.</p>
</sec>
<sec id="sec19">
<title>6MWT</title>
<p>A total of 35 studies evaluated, involving 1,616 participants. We included the following 20 exercise measures in the network metaanalysis (<xref ref-type="fig" rid="fig3">Figure 3D</xref>): Aerobic exercise (AE), Aquatic Exercise (AQE), Whole body vibration training (WBV), Treadmill training (TT), Resistance training (RT), Tai Chi (TC), Control group (CON), Walking exercise (WE), Dance exercise (DE), Balance training (BT), Game training (GT), Baduanjin (BDJ), Boxing exercise (BE), Robotic Assisted Gait Training (RAGT), Combined therapy (CT), Traditional Rehabilitation (TR), Dual task training (DTT), Stretch exercise (SE), Other exercise (OE), Fitness exercise (FE). The results show that: RAGT is superior to CT (MD, 2.02; 95% CI 0.41 to 3.63), RT (MD, 2.00; 95% CI 0.08, 3.92), TC (MD, 2.15; 95% CI 0.42, 3.88), OE (MD, 2.30; 95% CI 0.37 to 4.23), SE (MD, 2.30; 95% CI 0.35 to 4.25), WE (MD 2.37; 95% CI 0.68 to 4.07), TR (MD, 2.51; 95% CI 1.17 to 3.84), AE (MD2.66; 95% CI 0.45 to 4.88), FE (MD, 2.67; 95% CI 0.43 to 4.91), BDJ (MD, 2.77; 95% CI 0.93 to 4.61), BE (MD, 2.87; 95% CI 0.45 to 5.30), CON (MD, 2.83; 95% CI 1.30 to 4.36), BT (MD, 3.19; 95% CI 0.68 to 5.70), WBV (MD, 5.42; 95% CI 2.71 to 8.21), DTT (MD, 12.84; 95% CI 10.05 to 15.63) in improving 6MWT (<xref ref-type="fig" rid="fig4">Figure 4D</xref>). In addition, we assessed publication bias using the Egger test (<italic>p</italic>&#x202F;=&#x202F;0.688) (<xref ref-type="supplementary-material" rid="SM1">Appendix 5.3</xref>). The included studies did not show publication bias. We also evaluated heterogeneity and inconsistencies in the mesh meta-analysis (<xref ref-type="supplementary-material" rid="SM1">Appendix 6</xref>). We made a direct comparison of exercise interventions (<xref ref-type="supplementary-material" rid="SM1">Appendix 7.3</xref>). The most direct comparisons are CON VS DE.</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec20">
<title>Discussion</title>
<p>Gait disorder is one of the common manifestations of motor symptoms in PD patients, which often leads to loss of motor ability and increased mortality. It is one of the essential reasons for the decline in quality of life in PD patients. Therefore, it is of great significance to improve the movement mode of PD patients with gait disorders clearly. A total of 3,114 PD patients were included in our study, and 29 exercise methods were explored to enhance the improvement of gait disorders in PD patients.</p>
<p>Gait velocity and step length are frequently utilized as indicators to monitor the progression of gait disorders and treatment efficacy in patients with PD (<xref ref-type="bibr" rid="ref13">Chien et al., 2006</xref>). Our study revealed that DE demonstrated superior efficacy compared to the Control group (CON), Walking exercise (WE), Home exercise (HE), Aerobic exercise (AE), Other exercise (OE), Boxing exercise (BE), and Traditional Rehabilitation (TR) in enhancing gait velocity among PD patients. Dance, as an art form, integrates aesthetic imagery, musicality, and goal-setting. It typically begins with a gradual warm-up, potentially improving strength, flexibility, and coordination. Furthermore, improvisation, co-creation, and aesthetic interpretation stimulate participants&#x2019; creativity and imagination. The music incorporated in dance provides essential auditory cues for movement through rhythmic and speed variations (<xref ref-type="bibr" rid="ref7">Batson et al., 2016</xref>). Tactile feedback can also facilitate movement. For instance, when partnered with a submissive individual, rhythmic auditory cues and attention strategies prove more advantageous in improving walking speed during dual tasks (<xref ref-type="bibr" rid="ref6">Baker et al., 2007</xref>; <xref ref-type="bibr" rid="ref41">Westheimer, 2008</xref>). Research indicates that DE can mitigate progressive neuronal axon degeneration, promote dendritic formation of new synapses, establish novel neural connections, activate or create new neural pathways, enhance the brain&#x2019;s regulatory role on limbs, improve joint flexibility, and alleviate movement disorders (<xref ref-type="bibr" rid="ref19">Huang and He, 2016</xref>). <xref ref-type="bibr" rid="ref4">Ashoori et al. (2015)</xref> suggested that basal ganglia lesions in PD patients may be associated with reduced internal rhythm, leading to impaired motor initiation and rhythm control. Basal ganglia activity increases during dance, particularly in the core-shell region (<xref ref-type="bibr" rid="ref10">Brown et al., 2006</xref>). This suggests that dance may beneficially stimulate the basal nucleus in PD patients, enabling them to execute relatively complex movements and enhance their motor abilities. Our meta-analysis demonstrated that exercise interventions can improve step length in PD patients. Interestingly, our study only found DE to be superior to CON in improving step length in PD patients. This implies that most intervention studies in this meta-analysis had negligible or statistically insignificant effects on the step length parameter. Consequently, we recommend that future studies increase their focus on step length in PD research. In addition, our study also found that DE was better than CON in improving step length, but the results may be unstable. Considering that we may have many dances (tango, waltz, samba, Irish dance, ballroom dance, etc.), we suggest a detailed division of dance types for future research. Exploring which kind of dance improves stride length in patients with Parkinson&#x2019;s disease.</p>
<p>Our results indicate that FAE is superior to Control group (CON), Stretch exercise (SE), Baduanjin (BDJ), Robotic Assisted Gait Training (RAGT), Treadmill training (TT), Dance exercise (DE), Traditional Rehabilitation (TR), Aerobic exercise (AE), and Other exercise (OE) in improving Gait velocity. FAE, a traditional Chinese exercise, primarily emulates the movements of tigers, deer, bears, apes, and birds. This practice effectively stretches muscles and joints, engages various muscle groups, and involves alternating the body&#x2019;s center of gravity from front to back and left to right, thereby improving movement ability, balance, and coordination. Patients with PD typically exhibit a stooped posture, reduced arm swing, decreased lower limb motion range, slower stride speed, shorter stride length, reduced ground clearance, and prolonged double support period, increasing their susceptibility to falls (<xref ref-type="bibr" rid="ref12">Cc and Rc, 2018</xref>; <xref ref-type="bibr" rid="ref40">Wassom et al., 2015</xref>). FAE&#x2019;s efficacy in improving stride length for PD patients may be attributed to its emphasis on forward stride movements. The exercise requires patients to lift their hips while stepping forward, lunge, swing their arms, and shift their center of gravity between stride types, effectively enhancing their ability to take longer strides and mitigating stride ability decline (<xref ref-type="bibr" rid="ref42">Xiaofei and Jinggang, 2018</xref>). Given its distinct cultural characteristics, promoting FAE warrants consideration. Strategies for promotion could include organizing basic FAE courses, offering accessible introductory sessions, and providing easily comprehensible multi-language or online courses through digital platforms.</p>
<p>6MWT is a 6-min walking test for patients, which can well reflect the walking endurance and cardiopulmonary function level of patients. Our NMA found that Robotic Assisted Gait Training (RAGT) was superior to Combined therapy (CT), Tai Chi (TC), Other exercise (OE), Stretch exercise (SE), Walking exercise (WE), Traditional Rehabilitation (TR), Aerobic exercise (AE), Fitness exercise (FE), Baduanjin (BDJ), Boxing exercise (BE), Control group (CON), Balance training (BT), Whole body vibration training (WBV), Dual task training (DTT) in improving 6MWT in PD patients. RAGT intervention is grounded in the theory of central nervous system plasticity and functional reorganization. Repetitive, purposeful weight-bearing walking training can enhance balance, facilitating gait automation and improved step speed (<xref ref-type="bibr" rid="ref2">Aprile et al., 2019</xref>; <xref ref-type="bibr" rid="ref38">Toole et al., 2005</xref>). Janssen&#x2019;s study found that enhancing patients&#x2019; attention through sensory stimulation increased their walking speed in a straight line (<xref ref-type="bibr" rid="ref22">Janssen et al., 2017</xref>). RAGT provides diverse sensory stimulation and continuous treatment (<xref ref-type="bibr" rid="ref28">Mehrholz et al., 2017</xref>), promoting comprehensive motor function recovery and increasing motor ability in PD patients. Furthermore, external rhythm can compensate for defective internal rhythm in the basal ganglia, serving as proprioceptive cues (<xref ref-type="bibr" rid="ref30">Nieuwboer et al., 2009</xref>), This allows for earlier, more targeted balance training, improving balance and subsequently increasing PD patients&#x2019; motor ability (<xref ref-type="bibr" rid="ref11">Capecci et al., 2019</xref>). Ongoing robot research optimization, exemplified by the new Lokomat robot integrating weight reduction, platform running, and gait correction, enhances timely feedback and evaluation. This enables patients to simulate normal walking under weight reduction conditions (<xref ref-type="bibr" rid="ref46">Zhao et al., 2024</xref>). Suspension weight reduction maintains patients&#x2019; upright posture for balance and reduces walking effort. The WalkBotS robot, supplemented with virtual reality games, achieves direct human-environment interaction. Virtual reality technology provides visual stimulation, better approximating real-life conditions, improving training engagement, and enhancing patient compliance (<xref ref-type="bibr" rid="ref44">You et al., 2022</xref>). Future research will further explore the effectiveness of this robot-assisted gait training.</p>
<sec id="sec21">
<title>Strengths and limitations</title>
<p>This study represents the most comprehensive and systematic comparative meta-analysis of exercise effects on gait in individuals with PD. With a substantial sample size of 68 studies and 3,114 patients, encompassing 29 exercise interventions, it provides direct and indirect comparisons to offer new, comprehensive, evidence-based recommendations. The study holds significant clinical relevance, demonstrating that DE, FAE, and RAGT can markedly improve gait in PD patients. However, it is important to acknowledge potential limitations of network meta-analysis, such as reliance on indirect comparisons and variability in comparator groups. Notably, exercise emerges as an effective non-pharmacological intervention for PD management. Despite these findings, caution is warranted in interpreting the results due to relatively small sample sizes for each intervention, which may influence outcomes. Gait problems in PD patients worsen with the progression of the disease, and patients have significant individual differences in gait performance (<xref ref-type="bibr" rid="ref45">Zhang et al., 2021</xref>; <xref ref-type="bibr" rid="ref26">Macht et al., 2007</xref>). Future studies can focus specifically on each stage of the disease to further reveal the impact of exercise intervention in different disease stages on gait in PD patients. Additionally, natural polyphenols may alleviate bradykinesia, enhance balance and coordination, and reduce turn time in PD patients, possibly due to their anti-striatal oxidative damage properties, inhibition of microglial activation and inflammatory factor secretion, and enhancement of neurotrophic factor expression (<xref ref-type="bibr" rid="ref25">Kujawska and Jodynis-Liebert, 2018</xref>). Therefore, while focusing on movement interventions for PD patients, it is crucial to consider other factors influencing gait in this population. Previous research has highlighted exercise intensity as a crucial factor influencing exercise effectiveness (<xref ref-type="bibr" rid="ref9">Borde et al., 2015</xref>; <xref ref-type="bibr" rid="ref29">Milanovi&#x0107; et al., 2015</xref>). However, different exercise modalities used different intensity criteria and intervention duration, which are significant limitations. Some studies included in this analysis failed to report exercise intensity and intervention duration. Future studies should prioritize detailed reporting of exercise intensity and intervention duration and a comparative analysis of gait improvement in PD patients at different intensity levels and intervention times. This approach will help determine the optimal exercise intensity to enhance gait function in PD patients.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec22">
<title>Conclusion</title>
<p>Our study revealed that DE demonstrated superior efficacy in improving gait speed and step length among PD patients compared to other exercise modalities. Furthermore, FAE and RAGT exhibited greater effectiveness in enhancing step length and 6MWT performance, respectively, in individuals with PD. Overall, exercise interventions show significant benefits in improving gait parameters in PD patients. While exercise demonstrates a substantial impact on ameliorating PD symptoms, further investigation is needed to elucidate the underlying molecular mechanisms and neural circuit connections and regulation. Additionally, our quality evaluation highlighted that many studies lacked blinding procedures and randomized grouping, resulting in generally low certainty of evidence. Consequently, we recommend stricter quality control measures in future research, along with increased sample sizes, to further validate the findings of this study. While our study identifies the best form of exercise, safety is a critical consideration for people with Parkinson&#x2019;s when choosing a form of exercise. To ensure safety, the condition of patients with Parkinson&#x2019;s disease can be comprehensively considered when choosing exercise methods.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec23">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec24">
<title>Author contributions</title>
<p>YL: Conceptualization, Data curation, Methodology, Resources, Software, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. JH: Conceptualization, Resources, Software, Writing &#x2013; original draft. JW: Methodology, Resources, Software, Writing &#x2013; original draft. YC: Funding acquisition, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec25">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="sec26">
<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="sec27">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec28">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fnagi.2025.1496112/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnagi.2025.1496112/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.zip" id="SM1" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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</ref-list>
<glossary>
<def-list>
<title>Glossary</title>
<def-item>
<term>AE</term>
<def>
<p>Aerobic exercise</p>
</def>
</def-item>
<def-item>
<term>AQE</term>
<def>
<p>Aquatic exercise</p>
</def>
</def-item>
<def-item>
<term>WBV</term>
<def>
<p>Whole body vibration training</p>
</def>
</def-item>
<def-item>
<term>VR</term>
<def>
<p>Virtual reality</p>
</def>
</def-item>
<def-item>
<term>TT</term>
<def>
<p>Treadmill training</p>
</def>
</def-item>
<def-item>
<term>RT</term>
<def>
<p>Resistance training</p>
</def>
</def-item>
<def-item>
<term>TC</term>
<def>
<p>Tai Chi</p>
</def>
</def-item>
<def-item>
<term>PT</term>
<def>
<p>Power training</p>
</def>
</def-item>
<def-item>
<term>BGT</term>
<def>
<p>Biofeedback balance and gait training</p>
</def>
</def-item>
<def-item>
<term>CON</term>
<def>
<p>Control group</p>
</def>
</def-item>
<def-item>
<term>WE</term>
<def>
<p>Walking exercise</p>
</def>
</def-item>
<def-item>
<term>DE</term>
<def>
<p>Dance exercise</p>
</def>
</def-item>
<def-item>
<term>BT</term>
<def>
<p>Balance training</p>
</def>
</def-item>
<def-item>
<term>GT</term>
<def>
<p>Game training</p>
</def>
</def-item>
<def-item>
<term>BDJ</term>
<def>
<p>Baduanjin</p>
</def>
</def-item>
<def-item>
<term>HE</term>
<def>
<p>Home exercise</p>
</def>
</def-item>
<def-item>
<term>YG</term>
<def>
<p>Yoga</p>
</def>
</def-item>
<def-item>
<term>BE</term>
<def>
<p>Boxing exercise</p>
</def>
</def-item>
<def-item>
<term>RAGT</term>
<def>
<p>Robotic assisted gait training</p>
</def>
</def-item>
<def-item>
<term>CT</term>
<def>
<p>Combined therapy</p>
</def>
</def-item>
<def-item>
<term>TR</term>
<def>
<p>Traditional rehabilitation</p>
</def>
</def-item>
<def-item>
<term>DTT</term>
<def>
<p>Dual task training</p>
</def>
</def-item>
<def-item>
<term>SE</term>
<def>
<p>Stretch exercise</p>
</def>
</def-item>
<def-item>
<term>FAE</term>
<def>
<p>Five animal exercises</p>
</def>
</def-item>
<def-item>
<term>OE</term>
<def>
<p>Other exercise</p>
</def>
</def-item>
<def-item>
<term>FE</term>
<def>
<p>Fitness exercise</p>
</def>
</def-item>
<def-item>
<term>QG</term>
<def>
<p>Qigong</p>
</def>
</def-item>
<def-item>
<term>VRB</term>
<def>
<p>Virtual reality balance training</p>
</def>
</def-item>
<def-item>
<term>CST</term>
<def>
<p>Core strength training</p>
</def>
</def-item>
</def-list>
</glossary>
</back>
</article>