<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3-mathml3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" article-type="research-article" dtd-version="1.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nutr.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Nutrition</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nutr.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2296-861X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnut.2026.1780207</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Association of different types of physical activity with sarcopenia and its parameters in peritoneal dialysis patients: an isotemporal substitution analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Hongyan</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2799226"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xiong</surname>
<given-names>Yuxin</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3395998"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="software" vocab-term-identifier="https://credit.niso.org/contributor-roles/software/">Software</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Xiaotian</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2802780"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zheng</surname>
<given-names>Yuanhua</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2916328"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wei</surname>
<given-names>Li</given-names>
</name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bi</surname>
<given-names>Ruixue</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3246116"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Luo</surname>
<given-names>Wei</given-names>
</name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2802295"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sun</surname>
<given-names>Xin</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hou</surname>
<given-names>Xinyue</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Gaoleer</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Yaqing</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
</contrib-group>
<aff id="aff1"><label>1</label><institution>School of Nursing, Jiangxi Medical College, Nanchang University</institution>, <city>Nanchang</city>, <state>Jiangxi</state>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>School of Nursing, Shanghai Jiao Tong University School of Medicine</institution>, <city>Shanghai</city>, <country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>Peritoneal Dialysis Center, The First Affiliated Hospital of Nanchang University</institution>, <city>Nanchang</city>, <state>Jiangxi</state>, <country country="cn">China</country></aff>
<aff id="aff4"><label>4</label><institution>School of Nursing, College of Health and Education, Murdoch University</institution>, <city>Murdoch</city>, <state>WA</state>, <country country="au">Australia</country></aff>
<aff id="aff5"><label>5</label><institution>Jiangxi Province Key Laboratory of Aging and Disease</institution>, <city>Nanchang</city>, <state>Jiangxi</state>, <country country="cn">China</country></aff>
<aff id="aff6"><label>6</label><institution>Department of Nursing, Jiangxi Provincial People's Hospital</institution>, <city>Nanchang</city>, <state>Jiangxi</state>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Yaqing Zhang, <email xlink:href="mailto:zhangyqf@163.com">zhangyqf@163.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-25">
<day>25</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>13</volume>
<elocation-id>1780207</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>28</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Li, Xiong, Zhang, Zheng, Wei, Bi, Luo, Sun, Hou, Yang and Zhang.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Li, Xiong, Zhang, Zheng, Wei, Bi, Luo, Sun, Hou, Yang and Zhang</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-25">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Aim</title>
<p>The impact of different exercise modality on sarcopenia in peritoneal dialysis patients remain unclear. This study examined the association between physical activity and sarcopenia in peritoneal dialysis patients based on the Isotemporal Substitution Model and attempted to identify which specific exercise modality is more effective in patients with peritoneal dialysis.</p>
</sec>
<sec>
<title>Methods</title>
<p>A cross-sectional analysis design was informed. From March 2023 to February 2024, patients undergoing peritoneal dialysis were recruited from the peritoneal dialysis centers of two general hospitals in China. Sarcopenia was diagnosed according to the 2019 criteria established by the Asian Working Group for Sarcopenia. Physical activity levels were evaluated using the Chinese Low Physical Activity Questionnaire. Isotemporal Substitution Model were employed to examine the association between sarcopenia in peritoneal dialysis patients and four types of physical activity (walking, light physical activity, moderate-to-vigorous physical activity, and daytime inactivity).</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 643 patients were recruited in the study for data analysis. The prevalence of sarcopenia in peritoneal dialysis patients was 12.6%. Among the participants, 69.67% engaged in light physical activity, 15.86% in moderate physical activity, and only 0.93% in vigorous physical activity. Substituting 10&#x202F;min of daytime inactivity with 10&#x202F;min of light physical activity was associated with a significant increase in skeletal muscle index (<italic>&#x03B2;</italic>&#x202F;=&#x202F;0.007, 95% CI: 0.001&#x2013;0.013, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05), a significant improvement in handgrip strength (<italic>&#x03B2;</italic>&#x202F;=&#x202F;0.118, 95% CI: 0.031&#x2013;0.149, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001), and a reduction in five-time sit-to-stand test (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;0.045, 95% CI: &#x2212;0.078 to &#x2212;0.012, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01). Substituting 10&#x202F;min of daytime inactivity with 10&#x202F;min of walking was associated with a shorter five-time sit-to-stand test completion time (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;0.077, 95% CI: &#x2212;0.135 to &#x2212;0.019, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). However, substituting 10&#x202F;min of daytime inactivity with light physical activity, moderate-to-vigorous physical activity, or walking showed no significant change in the occurrence of sarcopenia.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Based on the Isotemporal Substitution Model, this study found that substituting daytime inactivity with light physical activity was significantly associated with three parameters of sarcopenia. Substituting daytime inactivity with walking was significantly associated with the five-time sit-to-stand test.</p>
</sec>
</abstract>
<kwd-group>
<kwd>isotemporal substitution model</kwd>
<kwd>peritoneal dialysis</kwd>
<kwd>physical activity</kwd>
<kwd>sarcopenia</kwd>
<kwd>skeletal muscle</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was financed by the National Natural Science Foundation of the People&#x2019;s Republic of China (grant no.72264025).</funding-statement>
</funding-group>
<counts>
<fig-count count="0"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="45"/>
<page-count count="9"/>
<word-count count="7651"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Sport and Exercise Nutrition</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>With the increasing prevalence of chronic diseases such as diabetes, hypertension, and chronic kidney disease, the incidence of end-stage renal disease has been rising, making it a major global public health issue (<xref ref-type="bibr" rid="ref1">1</xref>). Peritoneal dialysis is one of the renal replacement therapies for end-stage renal disease. It is widely adopted due to its simplicity for home-based treatment, minimal disruption to daily life, hemodynamic stability, slower loss of residual renal function, and lower treatment cost compared to hemodialysis (<xref ref-type="bibr" rid="ref2">2</xref>).</p>
<p>Sarcopenia is one of the common complications in patients undergoing peritoneal dialysis and is a significant condition associated with high rates of disability, mortality, and morbidity (<xref ref-type="bibr" rid="ref3">3</xref>). The global prevalence of sarcopenia among peritoneal dialysis patients ranges from 10 to 27% (<xref ref-type="bibr" rid="ref4">4</xref>), while its prevalence in China is reported to be between 10.9 and 38.2% (<xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref6">6</xref>). Studies indicate that peritoneal dialysis patients with sarcopenia experience reduced daily activity levels, increased risks of falls, disability, fatigue, depression, adverse cardiovascular events, hospitalization, and mortality (<xref ref-type="bibr" rid="ref7">7</xref>). Dialysis treatment may lead to malnutrition, metabolic disorders, and accelerated muscle catabolism in peritoneal dialysis patients with sarcopenia, which in turn causes a decrease in muscle mass and strength.</p>
<p>The level of physical activity is closely associated with the occurrence of sarcopenia. Low levels of physical activity may further exacerbate the decline in motor function and muscle mass. The prevalence of insufficient physical activity and sedentary behavior ranges from 36 to 65.3% among patients receiving peritoneal dialysis (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref9">9</xref>). A cohort study showed that the proportions of patients engaging in light-intensity, moderate-intensity, and vigorous-intensity physical activity were 31.6, 48.7, and 19.7%, respectively (<xref ref-type="bibr" rid="ref10">10</xref>). The International Society for Peritoneal Dialysis emphasizes that muscle strength training, resistance exercise, and aerobic exercise play important roles in maintaining skeletal muscle mass, enhancing muscle strength, improving physical function, and promoting quality of life (<xref ref-type="bibr" rid="ref11">11</xref>). for example, regular exercise training can significantly improve objective physical function indicators in dialysis patients, such as the 6-min walk test (6MWT) distance, sit-to-stand test results, and handgrip strength, effectively increase muscle mass and strength, and enhance cardiorespiratory fitness and overall endurance (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref13">13</xref>). For peritoneal dialysis patients, structured exercise interventions, a type of planned, prescribed physical activities, particularly a combination of resistance and aerobic training, can effectively improve muscle condition (<xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref15">15</xref>). However, existing exercise intervention studies have primarily focused on hemodialysis patients, with limited research targerting peritoneal dialysis patients with sarcopenia, and even fewer studies investigating appropriate exercise type and intensity for this population.</p>
<p>The Isotemporal Substitution Model is an analytic model to study the time-substitution effects of one activity for another (<xref ref-type="bibr" rid="ref16">16</xref>). Due to time constraints, engaging in one type of physical activity will inevitably lead to the inability to participate in another type of physical activity or reduce the time available for other types of physical activity (<xref ref-type="bibr" rid="ref16">16</xref>). Based on this premise, the model uses a multiple linear regression framework to establish a hypothetical analytical scenario (<xref ref-type="bibr" rid="ref17">17</xref>), attempting to substitute one form of physical activity with another within the same time period, in order to observe the effects of different types of activity time on health outcomes.</p>
<p>The application of the Isotemporal Substitution Model has primarily focused on analyzing the substitution effects between physical activity and sedentary behavior. Studies have shown that substituting sedentary time with physical activity can significantly reduce the risk of obesity, cardiovascular disease, and metabolic syndrome (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref19">19</xref>). In recent years, the Isotemporal Substitution Model has been further applied to investigate the potential effects of time reallocation among different physical activity behaviors on sarcopenia in older adults (<xref ref-type="bibr" rid="ref20 ref21 ref22 ref23">20&#x2013;23</xref>). Results indicate that substituting sedentary time with moderate-to-vigorous physical activity can significantly improve muscle mass and handgrip strength in the elderly, thereby reducing the risk of sarcopenia (<xref ref-type="bibr" rid="ref21">21</xref>). Based on the Isotemporal Substitution Model, Chien recommended that older adults with sarcopenia should increase moderate-to-vigorous physical activity and reduce sedentary time to delay disease progression and improve quality of life (<xref ref-type="bibr" rid="ref24">24</xref>). However, most peritoneal dialysis patients primarily engagein light physical activity and often lack the willingness or ability to participate in moderate-to-vigorous physical activity due to factors, such as fatigue, comorbidities or limited physical tolerance (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref26">26</xref>). Despite this, few studies have examined the association between exercise type and muscle health in peritoneal dialysis patients with sarcopenia. Therefore, based on the Isotemporal Substitution Model, this study examined the potential effects of substituting daytime inactivity (sedentary/recumbent behavior) with walking, light physical activity or moderate-to-vigorous physical activity on sarcopenia among peritoneal dialysis patients. The aim was to identify the optimal exercise type and intensity, thereby providing an evidence basis for developing targeted exercise intervention strategies for peritoneal dialysis patients complicated with sarcopenia.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Study design and participants</title>
<p>This study is a cross-sectional analysis designed to examine the associations between different types of physical activity and sarcopenia in peritoneal dialysis patients. Nurses assessed muscle mass, muscle strength, and physical function using the skeletal muscle index, handgrip strength, and five-time sit-to-stand test. Physical activity levels were evaluated with the Chinese Low Physical Activity Questionnaire (C-LoPAQ). The Isotemporal Substitution Model was used to examine the association between sarcopenia (and its three parameters: skeletal muscle index, handgrip strength, and five-time sit-to-stand test) and four types of physical activity (walking, light physical activity, moderate-to-vigorous physical activity, and daytime sedentary/recumbent behavior). All nurses who collected data received unified training; the measurement indicators were operated by the same researcher to ensure a consistent measurement method. Data were entered into the database by two people (in a double-entry manner). The study was approved by the ethics review committee of the study hospital [approval: (2023)CDYFYYLK(03&#x2013;018)]. All participants provided written informed consent.</p>
<p>A convenience sampling method was employed. Between March 2023 and February 2024, patients were selected from the peritoneal dialysis centers of two large general hospitals in Nanchang, Jiangxi Province, China. According to the incidence of sarcopenia in peritoneal dialysis patients in China, referring to the research results of Shen et al. (<xref ref-type="bibr" rid="ref25">25</xref>), which is approximately 13%, the calculated sample size was 643 cases. Based on the following inclusion criteria: aged &#x2265; 18&#x202F;years; having received regular peritoneal dialysis for &#x2265;1&#x202F;month; being conscious and able to communicate verbally without impairment; capable of cooperating with handgrip strength and five-time sit-to-stand test measurements; eligible for body composition analysis; and having undergone peritoneal dialysis treatment with regular follow-up. Exclusion criteria were (i) patients concurrently receiving hemodialysis; (ii) patients with severe cardiac or hepatic insufficiency, respiratory failure, or active infection within the past month. Participants with incomplete follow-up data or incomplete questionnaire responses were also excluded.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Data collection</title>
<sec id="sec5">
<label>2.2.1</label>
<title>Identification of sarcopenia</title>
<p>According to the diagnostic criteria for sarcopenia established by the Asian Working Group for Sarcopenia (AWGS) in 2019 (<xref ref-type="bibr" rid="ref27">27</xref>), sarcopenia is defined as low muscle mass accompanied by low muscle strength and/or low physical function. Low muscle mass is determined by the skeletal muscle index. Low muscle strength was assessed by handgrip strength. Low physical function is evaluated using the five-time sit-to-stand test. The five-time sit-to-stand test correlates with knee extension strength and gait performance, and can well reflect lower limb function and physical performance (<xref ref-type="bibr" rid="ref28">28</xref>). AWGS 2019 have proposed that the 5-time sit-to-stand test can serve as a surrogate marker for gait speed in the diagnosis of sarcopenia (<xref ref-type="bibr" rid="ref27">27</xref>).</p>
<p>Skeletal muscle index: Peritoneal dialysis patients underwent bioelectrical impedance analysis after an overnight fast. Skeletal muscle mass was measured using a body composition analyzer (InBody 270, South Korea). Skeletal Muscle Index&#x202F;=&#x202F;Skeletal Muscle Mass (kg)/Height Squared (m<sup>2</sup>) (<xref ref-type="bibr" rid="ref29">29</xref>).</p>
<p>Handgrip Strength: Handgrip strength was measured using an electronic dynamometer (CAMRY EH101, China). The maximum value obtained from three consecutive tests performed with the patient&#x2019;s dominant hand was recorded.</p>
<p>Five-Time Sit-to-Stand Test: The time taken to complete five consecutive &#x201C;stand-up and sit-down&#x201D; movements as quickly as possible was recorded (<xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref30">30</xref>).</p>
</sec>
<sec id="sec6">
<label>2.2.2</label>
<title>Physical activity assessment</title>
<p>The Chinese Low Physical Activity Questionnaire (C-LoPAQ), developed by Johansen et al. (<xref ref-type="bibr" rid="ref31">31</xref>) and sinicized by Huang et al. (<xref ref-type="bibr" rid="ref32">32</xref>), was adopted. We investigated the frequency and duration of three distinct types of walking (transportation walking, fitness walking, and leisure walking), the frequency and duration of activities with three different intensity levels (light, moderate, and high), as well as sedentary time and daytime napping time (recumbency) among patients over the past 30&#x202F;days. These periods of time need to last for at least 10&#x202F;min. Walking is classified as light physical activity, while sedentary time and daytime napping time (recumbency) are defined as daytime inactivity.</p>
<p>The calculation method for physical activity energy consumption was as follows: energy expenditure of different physical activity is measured in Metabolic Equivalent of Task (MET) units. The energy consumption per minute for various types of physical activity is defined as: Transportation walking, fitness walking, and leisure walking: 3.0 MET. Light Physical Activity: 2.0 MET. Moderate Physical Activity: 4.0 MET. Vigorous Physical Activity: 6.0 MET. Physical activity consumption was calculated based on MET values, activity type, weekly frequency, and duration. Physical activity consumption (MET-h/w)&#x202F;=&#x202F;MET &#x00D7; weekly frequency of each physical activity &#x00D7; daily activity time. The total physical activity consumption was the sum of the various types of physical activity consumption.</p>
</sec>
<sec id="sec7">
<label>2.2.3</label>
<title>Covariates</title>
<p>The study adjusted for gender, age, dialysis vintage, body mass index, comorbidity index, albumin, and C-reactive protein. The Age-adjusted Charlson Comorbidity Index was used to assess the comorbidity status of the patients. The Age-adjusted Charlson Comorbidity Index is calculated by summing the patient&#x2019;s age-related score and Charlson Comorbidity Index score; a higher total indicates a greater severity of the patient&#x2019;s condition (<xref ref-type="bibr" rid="ref33">33</xref>).</p>
</sec>
</sec>
<sec id="sec8">
<label>2.3</label>
<title>Statistical analysis</title>
<p>This study utilized three distinct linear regression models to examine the association between sarcopenia (and its three parameters: skeletal muscle index, handgrip strength, and five-time sit-to-stand test) and four types of physical activity (walking, light physical activity, moderate-to-vigorous physical activity, and daytime sedentary/recumbent behavior). The models included a single-model, a partition-model, and an isotemporal substitution model. Both the International Physical Activity Questionnaire and the C-LoPAQ defined a continuous activity lasting at least 10&#x202F;min as one unit of measurement. In line with other relevant studies (<xref ref-type="bibr" rid="ref34">34</xref>), a 10-min duration was selected as the initial substitution unit. For analyzing the association between the four types of physical activity (walking, light physical activity, moderate-to-vigorous physical activity, and daytime sedentary/recumbent behavior) and the occurrence of sarcopenia in peritoneal dialysis patients, 12 logistic regression models were constructed, including four single-model analyses, four partition-model analyses, and four isotemporal substitution models. Similarly, for examining the association between physical activity levels and the three key parameters (skeletal muscle index, handgrip strength, and five-time sit-to-stand test), 12 linear regression models were established for each indicator, resulting in a total of 48 models. Normally distributed continuous variables were expressed as mean &#x00B1; standard deviation (mean &#x00B1; SD), while non-normally distributed variables were expressed as median (P<sub>25</sub>, P<sub>75</sub>). For continuous variables with a normal distribution, the independent samples t-test was used; for continuous variables with a skewed distribution, the Mann&#x2013;Whitney U test was applied. For categorical data, the chi-square test or Fisher&#x2019;s exact test was adopted. Statistical analyses were performed using IBM SPSS 26.0 software, with a two-tailed <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 considered statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="sec9">
<label>3</label>
<title>Results</title>
<sec id="sec10">
<label>3.1</label>
<title>Peritoneal dialysis patients&#x2019; basic characteristics</title>
<p>This study included 643 peritoneal dialysis patients, in which 81 (12.6%) were diagnosed with sarcopenia. The mean age of the total sample was 48.04&#x202F;years, while the mean age of patients with sarcopenia was 53.27&#x202F;years. Males accounted for 50.7% of the participants. The majority of peritoneal dialysis patients engaged in leisure walking (67.96%), followed by transport walking (13.37%), with fitness walking being the least common (11.98%). In terms of physical activity intensity, 69.67% participants performed light physical activity followed by moderate physical activity (15.86%), while vigorous physical activity accounted for 0.93% (see <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>).</p>
</sec>
<sec id="sec11">
<label>3.2</label>
<title>The association between physical activity levels and sarcopenia incidence</title>
<sec id="sec12">
<label>3.2.1</label>
<title>Single and partitioned models of physical activity levels and sarcopenia incidence</title>
<p>According to the single-model results, no statistically significant association was found between each individual physical activity, daytime inactivity, and the occurrence of sarcopenia (all <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05). Results from the partition-model showed that for every 10-min increase in walking, light physical activity, or moderate-to-vigorous physical activity, however, there was no change in the incidence of sarcopenia (all <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05) (see <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>).</p>
</sec>
<sec id="sec13">
<label>3.2.2</label>
<title>Effects of 10-min isotemporal substitution between different physical activities on sarcopenia incidence</title>
<p>The Isotemporal Substitution Model indicated that substituting 10&#x202F;min of daytime inactivity with an equal duration of walking, light physical activity, or moderate-to-vigorous physical activity showed no statistically significant effect on the incidence of sarcopenia (all <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05). Similarly, substituting 10&#x202F;min of walking or light physical activity with an equal duration of moderate-to-vigorous physical activity also showed no statistically significant association with sarcopenia occurrence (all <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05). No other substitutions yielded significant results (see <xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Effects of 10-min isotemporal substitution between different physical activities on sarcopenia incidence.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Category</th>
<th align="center" valign="top" colspan="2">Walking</th>
<th align="center" valign="top" colspan="2">LPA</th>
<th align="center" valign="top" colspan="2">MVPA</th>
<th align="center" valign="top" colspan="2">Daytime inactivity</th>
</tr>
<tr>
<th align="center" valign="top"><italic>&#x03B2;</italic></th>
<th align="center" valign="top"><italic>OR</italic> (95%CI)</th>
<th align="center" valign="top"><italic>&#x03B2;</italic></th>
<th align="center" valign="top"><italic>OR</italic> (95%CI)</th>
<th align="center" valign="top"><italic>&#x03B2;</italic></th>
<th align="center" valign="top"><italic>OR</italic> (95%CI)</th>
<th align="center" valign="top"><italic>&#x03B2;</italic></th>
<th align="center" valign="top"><italic>OR</italic> (95%CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">&#x2460;</td>
<td/>
<td/>
<td align="char" valign="middle" char=".">0.046</td>
<td align="char" valign="middle" char="(">1.047<break/>(0.959, 1.143)</td>
<td align="char" valign="middle" char=".">0.003</td>
<td align="char" valign="middle" char="(">1.003<break/>(0.867, 1.160)</td>
<td align="char" valign="middle" char=".">0.063</td>
<td align="char" valign="middle" char="(">1.065<break/>(0.982, 1.155)</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2461;</td>
<td align="char" valign="middle" char=".">&#x2212;0.046</td>
<td align="char" valign="middle" char="(">0.955<break/>(0.875, 1.043)</td>
<td/>
<td/>
<td align="char" valign="middle" char=".">&#x2212;0.043</td>
<td align="char" valign="middle" char="(">0.958<break/>(0.844, 1.087)</td>
<td align="char" valign="middle" char=".">0.017</td>
<td align="char" valign="middle" char="(">1.017<break/>(0.979, 1.056)</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2462;</td>
<td align="char" valign="middle" char=".">&#x2212;0.003</td>
<td align="char" valign="middle" char="(">0.997<break/>(0.862, 1.153)</td>
<td align="char" valign="middle" char=".">0.043</td>
<td align="char" valign="middle" char="(">1.044<break/>(0.920, 1.185)</td>
<td/>
<td/>
<td align="char" valign="middle" char=".">0.060</td>
<td align="char" valign="middle" char="(">1.062<break/>(0.941, 1.199)</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2463;</td>
<td align="char" valign="middle" char=".">&#x2212;0.063</td>
<td align="char" valign="middle" char="(">0.939<break/>(0.866, 1.018)</td>
<td align="char" valign="middle" char=".">&#x2212;0.017</td>
<td align="char" valign="middle" char="(">0.983<break/>(0.947, 1.021)</td>
<td align="char" valign="middle" char=".">&#x2212;0.060</td>
<td align="char" valign="middle" char="(">0.942<break/>(0.834, 1.063)</td>
<td/>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Adjusted for gender, age, dialysis vintage, body mass index, Age-adjusted Charlson Comorbidity Index, albumin, and C-reactive protein. LPA, light physical activity; MVPA, moderate-to-vigorous physical activity; &#x2460; Substituting walking; &#x2461; Substituting LPA; &#x2462; Substituting MVPA; &#x2463; Substituting daytime inactivity. <sup>&#x002A;</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.05; <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.01.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="sec14">
<label>3.3</label>
<title>The association between physical activity levels and skeletal muscle index</title>
<sec id="sec15">
<label>3.3.1</label>
<title>Single and partitioned models of physical activity levels and skeletal muscle index</title>
<p>After adjusting for gender, age, dialysis vintage, body mass index, Age-adjusted Charlson Comorbidity Index, albumin, and C-reactive protein, the variance inflation factors for all activity behaviors were less than 4 (maximum value: 1.195). This indicates that there was no multicollinearity among the activity variables, allowing for further analysis.</p>
<p>Both the single-model and the partition-model showed no statistically significant associations between any physical activity levels and skeletal muscle index (all <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05) (see <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>).</p>
</sec>
<sec id="sec16">
<label>3.3.2</label>
<title>Effects of 10-min isotemporal substitution between different physical activities on skeletal muscle index</title>
<p>The Isotemporal Substitution Model indicated that substituting 10&#x202F;min of daytime inactivity with an equal duration of light physical activity significantly increased muscle mass (<italic>&#x03B2;</italic>&#x202F;=&#x202F;0.007, 95% CI: 0.001&#x202F;~&#x202F;0.013, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). Conversely, substituting light physical activity with an equal duration of daytime inactivity resulted in a significant decrease in muscle mass of equal magnitude (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;0.007, 95% CI: &#x2212;0.013&#x202F;~&#x202F;&#x2212;0.001, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). No other substitutions showed statistically significant effects (see <xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Effects of 10-min isotemporal substitution between physical activity components on skeletal muscle index.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Category</th>
<th align="center" valign="top">Walking</th>
<th align="center" valign="top">LPA</th>
<th align="center" valign="top">MVPA</th>
<th align="center" valign="top">Daytime inactivity</th>
</tr>
<tr>
<th align="center" valign="top"><italic>&#x03B2;</italic> (95%CI)</th>
<th align="center" valign="top"><italic>&#x03B2;</italic> (95%CI)</th>
<th align="center" valign="top"><italic>&#x03B2;</italic> (95%CI)</th>
<th align="center" valign="top"><italic>&#x03B2;</italic> (95%CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">&#x2460;</td>
<td/>
<td align="center" valign="middle">&#x2212;0.004<break/>(&#x2212;0.017, 0.008)</td>
<td align="char" valign="middle" char="(">&#x2212;0.002<break/>(&#x2212;0.022, 0.018)</td>
<td align="center" valign="middle">&#x2212;0.011<break/>(&#x2212;0.022, 0.001)</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2461;</td>
<td align="char" valign="middle" char="(">0.004<break/>(&#x2212;0.008, 0.017)</td>
<td/>
<td align="char" valign="middle" char="(">0.002<break/>(&#x2212;0.015, 0.019)</td>
<td align="center" valign="middle"><bold>&#x2212;0.007</bold><sup>
<bold>&#x002A;</bold>
</sup><break/>(&#x2212;0.013, &#x2212;0.001)</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2462;</td>
<td align="char" valign="middle" char="(">0.002<break/>(&#x2212;0.018, 0.022)</td>
<td align="center" valign="middle">&#x2212;0.002<break/>(&#x2212;0.019, 0.015)</td>
<td/>
<td align="center" valign="middle">&#x2212;0.009<break/>(&#x2212;0.025, 0.007)</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2463;</td>
<td align="char" valign="middle" char="(">0.011<break/>(0.001, 0.022)</td>
<td align="center" valign="middle"><bold>0.007</bold><sup>
<bold>&#x002A;</bold>
</sup><break/>(0.001, 0.013)</td>
<td align="char" valign="middle" char="(">0.009<break/>(&#x2212;0.007, 0.025)</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Adjusted for gender, age, dialysis vintage, body mass index, Age-adjusted Charlson Comorbidity Index, albumin, and C-reactive protein. LPA, light physical activity; MVPA, moderate-to-vigorous physical activity; &#x2460; Substituting walking; &#x2461; Substituting LPA; &#x2462; Substituting MVPA; &#x2463; Substituting daytime inactivity. <sup>&#x002A;</sup><italic>P</italic>&#x202F;&#x003C;&#x202F;0.05; <sup>&#x002A;&#x002A;</sup><italic>P</italic>&#x202F;&#x003C;&#x202F;0.01. Bold values in table indicate statistically significant results.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="sec17">
<label>3.4</label>
<title>The association between physical activity levels and handgrip strength</title>
<sec id="sec18">
<label>3.4.1</label>
<title>Single and partitioned models of physical activity levels and handgrip strength</title>
<p>After adjusting for gender, age, dialysis vintage, body mass index, Age-adjusted Charlson Comorbidity Index, albumin, and C-reactive protein, the variance inflation factors of different activity behaviors were all less than 4 (maximum value: 1.217). No multicollinearity was detected among these activity behaviors, which allowed for further analysis.</p>
<p>The single-model showed that 10&#x202F;min of light physical activity had a significant positive effect on grip strength (<italic>&#x03B2;</italic>&#x202F;=&#x202F;0.089, 95% CI: 0.033&#x202F;~&#x202F;0.145, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01); no significant differences were observed in other outcomes. Also, the partition-model indicated that every 10-min increase in light physical activity exerted a significant positive effect on grip strength (<italic>&#x03B2;</italic>&#x202F;=&#x202F;0.092, 95%CI: 0.034&#x202F;~&#x202F;0.145, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01). However, no significant differences were found in other outcomes (see <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S4</xref>).</p>
</sec>
<sec id="sec19">
<label>3.4.2</label>
<title>Effects of 10-min isotemporal substitution between different physical activities on handgrip strength</title>
<p>The Isotemporal Substitution Model indicated that substituting 10&#x202F;min of daytime inactivity with an equal duration of light physical activity significantly increased grip strength (<italic>&#x03B2;</italic>&#x202F;=&#x202F;0.118, 95%CI: 0.031&#x202F;~&#x202F;0.149, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). Conversely, substituting light physical activity with an equal duration of daytime inactivity significantly decreased grip strength, and the magnitude of the decrease was equal to that of the increase (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;0.090, 95%CI: &#x2212;0.149&#x202F;~&#x202F;&#x2212;0.031, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). No significant differences were noted in other substitution results (see <xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Effects of 10-min isotemporal substitution between different physical activities on handgrip strength.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Category</th>
<th align="center" valign="top">Walking</th>
<th align="center" valign="top">LPA</th>
<th align="center" valign="top">MVPA</th>
<th align="center" valign="top">Daytime inactivity</th>
</tr>
<tr>
<th align="center" valign="top"><italic>&#x03B2;</italic>(95%CI)</th>
<th align="center" valign="top"><italic>&#x03B2;</italic>(95%CI)</th>
<th align="center" valign="top"><italic>&#x03B2;</italic>(95%CI)</th>
<th align="center" valign="top"><italic>&#x03B2;</italic>(95%CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">&#x2460;</td>
<td/>
<td align="center" valign="middle">0.018<break/>(&#x2212;0.096, 0.133)</td>
<td align="char" valign="middle" char="(">0.066<break/>(&#x2212;0.247, 0.114)</td>
<td align="center" valign="middle">&#x2212;0.072<break/>(&#x2212;0.175, 0.031)</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2461;</td>
<td align="char" valign="middle" char="(">&#x2212;0.018<break/>(&#x2212;0.133, 0.096)</td>
<td/>
<td align="char" valign="middle" char="(">&#x2212;0.085<break/>(&#x2212;0.240, 0.071)</td>
<td align="center" valign="middle"><bold>&#x2212;0.090</bold><sup>
<bold>&#x002A;&#x002A;</bold>
</sup><break/>(&#x2212;0.149, &#x2212;0.031)</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2462;</td>
<td align="char" valign="middle" char="(">0.066<break/>(&#x2212;0.114, 0.247)</td>
<td align="center" valign="middle">0.085<break/>(&#x2212;0.071, 0.240)</td>
<td/>
<td align="center" valign="middle">&#x2212;0.005<break/>(&#x2212;0.152, 0.141)</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2463;</td>
<td align="char" valign="middle" char="(">0.072<break/>(&#x2212;0.031, 0.175)</td>
<td align="center" valign="middle"><bold>0.090</bold><sup>
<bold>&#x002A;&#x002A;</bold>
</sup><break/>(0.031, 0.149)</td>
<td align="char" valign="middle" char="(">0.005<break/>(&#x2212;0.141, 0.152)</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Adjusted for gender, age, dialysis vintage, body mass index, Age-adjusted Charlson Comorbidity Index, albumin, and C-reactive protein. LPA, light physical activity; MVPA, moderate-to-vigorous physical activity; &#x2460; Substituting walking; &#x2461; Substituting LPA; &#x2462; Substituting MVPA; &#x2463; Substituting daytime inactivity. <sup>&#x002A;</sup><italic>P</italic>&#x202F;&#x003C;&#x202F;0.05; <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.01. Bold values in table indicate statistically significant results.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="sec20">
<label>3.5</label>
<title>The association between physical activity levels and five-time sit-to-stand test</title>
<sec id="sec21">
<label>3.5.1</label>
<title>Single and partitioned models of physical activity levels and five-time sit-to-stand test</title>
<p>After adjusting for gender, age, dialysis vintage, body mass index, Age-adjusted Charlson Comorbidity Index, albumin, and C-reactive protein in this study, the variance inflation factors of different activity behaviors were all less than 4 (maximum value: 1.217). No multicollinearity was observed among these activity behaviors, enabling further analysis.</p>
<p>The single-model showed that 10&#x202F;min of walking time had a significant effect on reducing the five-time sit-to-stand test time (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;0.066, 95% CI: &#x2212;0.124&#x202F;~&#x202F;&#x2212;0.007, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05); 10&#x202F;min of daytime inactivity had a significant effect on increasing five-time sit-to-stand test time (<italic>&#x03B2;</italic>&#x202F;=&#x202F;0.027, 95%CI: 0.010&#x202F;~&#x202F;0.043, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01); no significant differences were found in other physical activity. According to the results of the partition-model, every 10-min increase of daytime inactivity exerted a significant positive effect on increasing five-time sit-to-stand test time (<italic>&#x03B2;</italic>&#x202F;=&#x202F;0.022, 95%CI: 0.004&#x202F;~&#x202F;0.039, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05); no significant differences were observed in other results (see <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S5</xref>).</p>
</sec>
<sec id="sec22">
<label>3.5.2</label>
<title>Effects of 10-min isotemporal substitution between different physical activities on five-time sit-to-stand test</title>
<p>The Isotemporal Substitution Model analysis showed that patients&#x2019; five-time sit-to-stand test time decreased significantly when 10&#x202F;min of walking time substituted daytime inactivity (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;0.077, 95%CI: &#x2212;0.135&#x202F;~&#x202F;&#x2212;0.019, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05); and when 10&#x202F;min of light physical activity substituted daytime inactivity (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;0.045, 95%CI: &#x2212;0.078&#x202F;~&#x202F;&#x2212;0.012, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01). Conversely, in reverse substitutions, five-time sit-to-stand test time increased significantly when 10&#x202F;min of daytime inactivity replaced walking (<italic>&#x03B2;</italic>&#x202F;=&#x202F;0.077, 95%CI: 0.019&#x202F;~&#x202F;0.135, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) and light physical activity (<italic>&#x03B2;</italic>&#x202F;=&#x202F;0.045, 95%CI: 0.012&#x202F;~&#x202F;0.078, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01). The magnitude of the increase mirrored that of the decrease. No significant differences were observed in other substitution results (see <xref ref-type="table" rid="tab4">Table 4</xref>).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Effects of 10-min isotemporal substitution between different physical activities on five-time sit-to-stand test.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Category</th>
<th align="center" valign="top">Walking</th>
<th align="center" valign="top">LPA</th>
<th align="center" valign="top">MVPA</th>
<th align="center" valign="top">Daytime inactivity</th>
</tr>
<tr>
<th align="center" valign="top"><italic>&#x03B2;</italic>(95%CI)</th>
<th align="center" valign="top"><italic>&#x03B2;</italic>(95%CI)</th>
<th align="center" valign="top"><italic>&#x03B2;</italic>(95%CI)</th>
<th align="center" valign="top"><italic>&#x03B2;</italic>(95%CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">&#x2460;</td>
<td/>
<td align="center" valign="middle">0.032<break/>(&#x2212;0.033, 0.097)</td>
<td align="char" valign="middle" char="(">0.059<break/>(&#x2212;0.043, 0.161)</td>
<td align="center" valign="middle"><bold>0.077</bold><sup>
<bold>&#x002A;</bold>
</sup><break/>(0.019, 0.135)</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2461;</td>
<td align="center" valign="middle">&#x2212;0.032<break/>(&#x2212;0.097, 0.033)</td>
<td/>
<td align="char" valign="middle" char="(">0.026<break/>(&#x2212;0.062, 0.114)</td>
<td align="center" valign="middle"><bold>0.045</bold><sup>
<bold>&#x002A;&#x002A;</bold>
</sup><break/>(0.012, 0.078)</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2462;</td>
<td align="center" valign="middle">&#x2212;0.059<break/>(&#x2212;0.161, 0.043)</td>
<td align="center" valign="middle">&#x2212;0.026<break/>(&#x2212;0.114, 0.062)</td>
<td/>
<td align="center" valign="middle">0.018<break/>(&#x2212;0.064, 0.101)</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2463;</td>
<td align="center" valign="middle"><bold>&#x2212;0.077</bold><sup>
<bold>&#x002A;</bold>
</sup><break/>(&#x2212;0.135, &#x2212;0.019)</td>
<td align="center" valign="middle"><bold>&#x2212;0.045</bold><sup>
<bold>&#x002A;&#x002A;</bold>
</sup><break/>(&#x2212;0.078, &#x2212;0.012)</td>
<td align="char" valign="middle" char="(">&#x2212;0.018<break/>(&#x2212;0.101, 0.064)</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Adjusted for gender, age, dialysis vintage, body mass index, Age-adjusted Charlson Comorbidity Index, albumin, and C-reactive protein. LPA, light physical activity; MVPA, moderate-to-vigorous physical activity; &#x2460; Substituting walking; &#x2461; Substituting LPA; &#x2462; Substituting MVPA; &#x2463; Substituting daytime inactivity. <sup>&#x002A;</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.05; <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.01. Bold values in table indicate statistically significant results.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="sec23">
<label>4</label>
<title>Discussion</title>
<p>This study examined the association between physical activity and sarcopenia (and its three parameters: skeletal muscle index, handgrip strength, and five-time sit-to-stand test) in peritoneal dialysis patients using the Isotemporal Substitution Model. The findings revealed that substituting 10&#x202F;min of light physical activity for daytime inactivity significantly improved on the skeletal muscle index, handgrip strength, and five-time sit-to-stand test in physical activity patients. This indicates that even light intensity physical activities such as leisure activities and simple housework are associated with muscle mass, muscle strength and physical function in patients. It provides patients with more feasible exercise options, which helps enhance their interest in and participation in exercise. Additionally, when 10&#x202F;min of walking was substituted for daytime inactivity, the time taken to complete five-time sit-to-stand test decreased significantly, and this effect was superior to that of light physical activity substitution. This indicates that walking is an effective form of exercise and is significantly associated with lower limb strength and balance ability in peritoneal dialysis patients. As a simple and accessible exercise, walking is suitable for most peritoneal dialysis patients. The results of this study offer new insights for exercise intervention in peritoneal dialysis patients; by optimizing daily activity schedules and increasing the proportion of light physical activity and walking is expected to improve muscle function, physical function and quality of life in patients.</p>
<sec id="sec24">
<label>4.1</label>
<title>Impact of physical activity level on sarcopenia incidence</title>
<p>This study found that walking, light physical activity, moderate-to-vigorous physical activity, and daytime inactivity had no correlation with the incidence of sarcopenia, and 10-min isotemporal substitution between different physical activity had no effect on the incidence of sarcopenia. These findings contrast with previous studies. A study conducted in Sweden (<xref ref-type="bibr" rid="ref22">22</xref>) reported that moderate-to-vigorous physical activity was associated with a reduced incidence of sarcopenia. Similarly, Westbury et al. (<xref ref-type="bibr" rid="ref20">20</xref>) found that each additional 1&#x202F;h per day of moderate-to-vigorous physical activity reduced the risk of sarcopenia by 48%. In a Spanish elderly cohort, a significant reduction in the risk of sarcopenia was observed when moderate-to-vigorous physical activity was substituted for light physical activity (<xref ref-type="bibr" rid="ref21">21</xref>), which is inconsistent with the results of this study. A possible reason for this discrepancy is that other studies enrolled elderly individuals, whereas this study focused on peritoneal dialysis patients, whose physical activity was dominated by light physical activity with minimal moderate-to-vigorous physical activity. Only 15.86% of the participants in our study engaged in moderate physical activity, and 0.93% engaged in vigorous physical activity. These low activity levels may have precluded demonstrating an effect of moderate-to-vigorous physical activity on sarcopenia.</p>
<p>Furthermore, peritoneal dialysis patients often experience a range of physical changes and physiological dysfunctions, such as electrolyte disorders, acid&#x2013;base imbalance, and malnutrition (<xref ref-type="bibr" rid="ref35">35</xref>). These conditions can further affect muscle health and function, complicating the association between physical activity and sarcopenia (<xref ref-type="bibr" rid="ref36">36</xref>). In addition, the dialysis process itself may adversely effect on patients&#x2019; physical activity capacity and muscle function (<xref ref-type="bibr" rid="ref25">25</xref>), potentially masking the association between physical activity level and sarcopenia.</p>
</sec>
<sec id="sec25">
<label>4.2</label>
<title>Impact of physical activity level on skeletal muscle index</title>
<p>Isotemporal Substitution Model analysis of various types of physical activity showed that when 10&#x202F;min of light physical activity was substituted for daytime inactivity, patients&#x2019; skeletal muscle index level increased significantly: an additional 10&#x202F;min of light physical activity per day led to a 0.007&#x202F;kg/m<sup>2</sup> increase in skeletal muscle index. This finding is supported by other studies. A study by Pan et al. (<xref ref-type="bibr" rid="ref37">37</xref>) found that total physical activity level and physical activity related to housework and leisure were negatively correlated with low skeletal muscle index or low handgrip strength, while sedentary behavior was positively correlated with low skeletal muscle index. Also, a Swedish study (<xref ref-type="bibr" rid="ref23">23</xref>) found that isotemporal substitution of light physical activity for sedentary behavior was associated with increased skeletal muscle index levels. Therefore, peritoneal dialysis patients can use light physical activity to interrupt sedentary/recumbent behavior, which is beneficial for improving the level of skeletal muscle index.</p>
<p>When light physical activity replaces daytime inactivity, patients&#x2019; overall activity volume increases, which stimulates muscle protein synthesis, reduces muscle protein breakdown, and further promotes muscle growth, metabolism, and muscle mass improvement (<xref ref-type="bibr" rid="ref38 ref39 ref40">38&#x2013;40</xref>), thereby increasing skeletal muscle index levels. In addition, brisk walking can significantly increase the expression level of IGF-I in skeletal muscle (<xref ref-type="bibr" rid="ref41">41</xref>), activate the proliferation of satellite cells, promote the differentiation of proliferated cells (<xref ref-type="bibr" rid="ref42">42</xref>), improve skeletal muscle structure, repair damaged muscles, and indirectly enhance skeletal muscle index levels (<xref ref-type="bibr" rid="ref41">41</xref>). Peritoneal dialysis patients presented a high prevalence of sedentary behavior. A 63% of the peritoneal dialysis patients were considered sedentary behavior (<xref ref-type="bibr" rid="ref26">26</xref>). Sedentary behavior in peritoneal dialysis patients results in muscles remaining in a static state for an extended period, lacking necessary stimulation and exercise. Substituting daytime inactivity with light physical activity can reduce sedentary behavior, which may be associated with a lower risk of muscle degeneration and atrophy. Although current guidelines for peritoneal dialysis recommend moderate to vigorous physical activity rather than light physical activity, the findings of this study suggest that a significant improvement in the skeletal muscle index may be associated with a longer daily duration of consistent physical activity. This merits further in-depth research in the future.</p>
</sec>
<sec id="sec26">
<label>4.3</label>
<title>Impact of physical activity level on handgrip strength</title>
<p>This study found when 10&#x202F;min of light physical activity was substituted for daytime inactivity, patients&#x2019; handgrip strength increased significantly: each additional 10&#x202F;min of light physical activity per day led to a 0.09&#x202F;kg increase in handgrip strength. However, this finding is inconsistent with S&#x00E1;nchez&#x2019;s study (<xref ref-type="bibr" rid="ref21">21</xref>), in which he reported although isotemporal substitution of moderate-to-vigorous physical activity for sitting or light physical activity was associated with higher handgrip strength levels, isotemporal substitution of light physical activity for sedentary/recumbent behavior had no significant effect on handgrip strength. A possible reason for this discrepancy is that the subjects included in this study mainly engaged in light physical activity, with little participation in moderate-to-vigorous physical activity. Sustained light physical activity can exert a certain stimulatory effect on muscles, which helps promote the contraction and metabolism of muscle fibers, thereby maintaining the basic function of muscles. Substituting daytime inactivity with light physical activity can reduce sedentary/recumbent behavior and lower the risk of muscle atrophy, which in turn helps maintain and improve handgrip strength levels (<xref ref-type="bibr" rid="ref41">41</xref>). In addition, as light physical activity is sustained, muscles gradually adapt to light physical activity physiologically, including thickening of muscle fibers and increased muscle protein synthesis, which contributes to enhancing muscle strength and endurance (<xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref40">40</xref>). Therefore, substituting 10&#x202F;min of daytime inactivity with light physical activity is significantly associated with increased handgrip strength in patients. Light physical activity should be encouraged to interrupt sedentary/recumbent behavior in peritoneal dialysis patients.</p>
<p>In this study, substituting daytime inactivity with light physical activity was significantly associated with increased handgrip strength, which reflects that light physical activity may exert a positive effect on muscle strength. This finding is aligned with a systematic review conducted by Ramsey et al. (<xref ref-type="bibr" rid="ref43">43</xref>), who noted that older adults engaging in higher levels of total physical activity, light physical activity, moderate-to-vigorous physical activity, and lower levels of sitting demonstrated better upper arm strength. Moreover, compared with moderate-to-vigorous physical activity, light physical activity is generally more acceptable and feasible for peritoneal dialysis patients, which may improve adherence to their exercise.</p>
</sec>
<sec id="sec27">
<label>4.4</label>
<title>Impact of physical activity level on five-time sit-to-stand test</title>
<p>This study also showed that when 10&#x202F;min of walking time or light physical activity time was substituted for daytime inactivity, patients&#x2019; five-time sit-to-stand test time decreased significantly, and the reverse substitution also held true. Each additional 10&#x202F;min of walking per day shortened five-time sit-to-stand test time by 0.077&#x202F;s; each additional 1&#x202F;h of light physical activity per day shortened five-time sit-to-stand test time by 0.045&#x202F;s. A multicenter study (<xref ref-type="bibr" rid="ref44">44</xref>) reported similar findings that walking and resistance exercise can improve lower limb muscle strength and shorten five-time sit-to-stand test time. When walking time replaced daytime inactivity, patients&#x2019; lower limb muscles received more exercise, which helped improve the strength and endurance of lower limb muscles, thereby shortening five-time sit-to-stand test time. When light physical activity time replaced daytime inactivity, five-time sit-to-stand test time was also shortened. This is consistent with the results of a Japanese study (<xref ref-type="bibr" rid="ref45">45</xref>), which found that substituting light physical activity for sedentary behavior was associated with a decrease in five-time sit-to-stand test time. Light physical activity can provide beneficial stimulation and exercise for the lower limb muscles. In this study, light physical activity primarily consisted of walking, which explains its observed effect. Therefore, based on the results, it is recommended that peritoneal dialysis patients can reduce the time taken for the five-time sit-to-stand test through walking and light physical activity. Walking and light physical activity should be encouraged to interrupt sedentary/recumbent behavior in peritoneal dialysis patients.</p>
</sec>
</sec>
<sec id="sec28">
<label>5</label>
<title>Limitations</title>
<p>However, this study has several limitations. First, it adopted a cross-sectional study design, and the results are derived from the collected data. It limits the ability to infer a causal relationship between physical activity and peritoneal dialysis-related sarcopenia. Second, physical activity levels were assessed using a questionnaire survey, which may lead to recall bias. Third, due to the small number of patients participating in moderate-to-vigorous physical activity in this study, no effect of substituting moderate-to-vigorous physical activity for sedentary/recumbent behavior on the three sarcopenia parameters was observed. Finally, regarding the assessment of physical function, the sole use of the 5-STS test in this study has certain limitations. We did not adopt multiple measurement methods such as the SPPB and walking speed to evaluate physical function. Future studies should adopt longitudinal designs and utilize wearable devices to objectively monitor physical activity levels in peritoneal dialysis patients, thereby clarifying the causal relationship between physical activity and sarcopenia. Furthermore, rigorous clinical trials are needed to address unanswered questions regarding the cumulative effect of physical activity and the minimum intervention duration required to reverse or delay the progression of sarcopenia and its key parameters (skeletal muscle index, handgrip strength, five-time sit-to-stand test).</p>
</sec>
<sec sec-type="conclusions" id="sec29">
<label>6</label>
<title>Conclusion</title>
<p>This study found that substituting daytime inactivity with light physical activity was significantly associated with the parameters (skeletal muscle index, handgrip strength, the five-time sit-to-stand test) of sarcopenia. Substituting daytime inactivity with walking was significantly associated with the five-time sit-to-stand test. When formulating exercise plans, not only the amount of exercise but also the exercise type and intensity acceptable to patients should be considered to improve exercise compliance. It is recommended that peritoneal dialysis patients should prioritize walking and light physical activity. For peritoneal dialysis patients with sedentary or recumbent behavior, it is recommended to substitute sedentary behavior with walking, light physical activity. An interruption strategy for sedentary/recumbent behavior (e.g., inserting 10&#x202F;min of walking or light physical activity after every 30&#x202F;min of sedentary/recumbent behavior) should be implemented to improve skeletal muscle mass, muscle strength, and physical function.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec30">
<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="ethics-statement" id="sec31">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Ethics Committee for Medical Research of the First Affiliated Hospital of Nanchang University. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="sec32">
<title>Author contributions</title>
<p>HL: Data curation, Funding acquisition, Writing &#x2013; original draft, Project administration. YX: Writing &#x2013; original draft, Software, Validation, Visualization. XZ: Investigation, Writing &#x2013; original draft. YuZ: Resources, Writing &#x2013; original draft. LW: Writing &#x2013; review &#x0026; editing. RB: Formal analysis, Writing &#x2013; review &#x0026; editing. WL: Resources, Writing &#x2013; original draft. XS: Investigation, Writing &#x2013; original draft. XH: Investigation, Writing &#x2013; original draft. GY: Investigation, Writing &#x2013; original draft. YaZ: Conceptualization, Methodology, Project administration, Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We would like to thank all participants from the peritoneal dialysis centers of two large general hospitals in China.</p>
</ack>
<sec sec-type="COI-statement" id="sec33">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec34">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec35">
<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="sec36">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fnut.2026.1780207/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnut.2026.1780207/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Supplementary_file_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="ref1"><label>1.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Anokye</surname><given-names>R</given-names></name> <name><surname>Larkin</surname><given-names>J</given-names></name> <name><surname>Fehintola</surname><given-names>A</given-names></name> <name><surname>Eustace-Cook</surname><given-names>J</given-names></name> <name><surname>Mart&#x00ED;nez-Cadenas</surname><given-names>R</given-names></name> <name><surname>Duane</surname><given-names>B</given-names></name> <etal/></person-group>. <article-title>Understanding the social dimensions of kidney care pathways: a scoping review protocol</article-title>. <source>PLoS One</source>. (<year>2025</year>) <volume>20</volume>:<fpage>e0335597</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0335597</pub-id>, <pub-id pub-id-type="pmid">41171735</pub-id></mixed-citation></ref>
<ref id="ref2"><label>2.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Saran</surname><given-names>R</given-names></name> <name><surname>Robinson</surname><given-names>B</given-names></name> <name><surname>Abbott</surname><given-names>KC</given-names></name> <name><surname>Agodoa</surname><given-names>LYC</given-names></name> <name><surname>Bragg-Gresham</surname><given-names>J</given-names></name> <name><surname>Balkrishnan</surname><given-names>R</given-names></name> <etal/></person-group>. <article-title>US renal data system 2018 annual data report: epidemiology of kidney disease in the United States</article-title>. <source>Am J Kidney Dis</source>. (<year>2019</year>) <volume>73</volume>:<fpage>A7</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1053/j.ajkd.2019.01.001</pub-id>, <pub-id pub-id-type="pmid">30798791</pub-id></mixed-citation></ref>
<ref id="ref3"><label>3.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Johansen</surname><given-names>KL</given-names></name> <name><surname>Lee</surname><given-names>C</given-names></name></person-group>. <article-title>Body composition in chronic kidney disease</article-title>. <source>Curr Opin Nephrol Hypertens</source>. (<year>2015</year>) <volume>24</volume>:<fpage>268</fpage>&#x2013;<lpage>75</lpage>. doi: <pub-id pub-id-type="doi">10.1097/MNH.0000000000000120</pub-id>, <pub-id pub-id-type="pmid">25887900</pub-id></mixed-citation></ref>
<ref id="ref4"><label>4.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Petermann-Rocha</surname><given-names>F</given-names></name> <name><surname>Balntzi</surname><given-names>V</given-names></name> <name><surname>Gray</surname><given-names>SR</given-names></name> <name><surname>Lara</surname><given-names>J</given-names></name> <name><surname>Ho</surname><given-names>FK</given-names></name> <name><surname>Pell</surname><given-names>JP</given-names></name> <etal/></person-group>. <article-title>Global prevalence of sarcopenia and severe sarcopenia: a systematic review and meta-analysis</article-title>. <source>J Cachexia Sarcopenia Muscle</source>. (<year>2022</year>) <volume>13</volume>:<fpage>86</fpage>&#x2013;<lpage>99</lpage>. doi: <pub-id pub-id-type="doi">10.1002/jcsm.12783</pub-id>, <pub-id pub-id-type="pmid">34816624</pub-id></mixed-citation></ref>
<ref id="ref5"><label>5.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname><given-names>Y</given-names></name> <name><surname>Wu</surname><given-names>J</given-names></name> <name><surname>Ran</surname><given-names>L</given-names></name> <name><surname>Yu</surname><given-names>D</given-names></name> <name><surname>Chen</surname><given-names>X</given-names></name> <name><surname>Liu</surname><given-names>M</given-names></name></person-group>. <article-title>The combination of phase angle and age has a good diagnostic value for sarcopenia in continuous ambulatory peritoneal dialysis patients</article-title>. <source>Front Nutr</source>. (<year>2022</year>) <volume>9</volume>:<fpage>1036796</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnut.2022.1036796</pub-id>, <pub-id pub-id-type="pmid">36458164</pub-id></mixed-citation></ref>
<ref id="ref6"><label>6.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname><given-names>YL</given-names></name> <name><surname>Wang</surname><given-names>CH</given-names></name> <name><surname>Tsai</surname><given-names>JP</given-names></name> <name><surname>Chen</surname><given-names>CT</given-names></name> <name><surname>Chen</surname><given-names>YH</given-names></name> <name><surname>Hung</surname><given-names>SC</given-names></name> <etal/></person-group>. <article-title>A comparison of SARC-F, calf circumference, and their combination for sarcopenia screening among patients undergoing peritoneal Dialysis</article-title>. <source>Nutrients</source>. (<year>2022</year>) <volume>14</volume>:<fpage>923</fpage>. doi: <pub-id pub-id-type="doi">10.3390/nu14050923</pub-id>, <pub-id pub-id-type="pmid">35267898</pub-id></mixed-citation></ref>
<ref id="ref7"><label>7.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jun</surname><given-names>JE</given-names></name> <name><surname>Kang</surname><given-names>M</given-names></name> <name><surname>Jin</surname><given-names>SM</given-names></name> <name><surname>Kim</surname><given-names>K</given-names></name> <name><surname>Hwang</surname><given-names>YC</given-names></name> <name><surname>Jeong</surname><given-names>IK</given-names></name> <etal/></person-group>. <article-title>Additive effect of low skeletal muscle mass and abdominal obesity on coronary artery calcification</article-title>. <source>Eur J Endocrinol</source>. (<year>2021</year>) <volume>184</volume>:<fpage>867</fpage>&#x2013;<lpage>77</lpage>. doi: <pub-id pub-id-type="doi">10.1530/EJE-20-0885</pub-id>, <pub-id pub-id-type="pmid">33852417</pub-id></mixed-citation></ref>
<ref id="ref8"><label>8.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Cobo</surname><given-names>G</given-names></name> <name><surname>Gallar</surname><given-names>P</given-names></name> <name><surname>Gama-Axelsson</surname><given-names>T</given-names></name> <name><surname>Di Gioia</surname><given-names>C</given-names></name> <name><surname>Qureshi</surname><given-names>AR</given-names></name> <name><surname>Camacho</surname><given-names>R</given-names></name> <etal/></person-group>. <article-title>Clinical determinants of reduced physical activity in hemodialysis and peritoneal dialysis patients</article-title>. <source>J Nephrol</source>. (<year>2015</year>) <volume>28</volume>:<fpage>503</fpage>&#x2013;<lpage>10</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s40620-014-0164-y</pub-id>, <pub-id pub-id-type="pmid">25501981</pub-id></mixed-citation></ref>
<ref id="ref9"><label>9.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Cupisti</surname><given-names>A</given-names></name> <name><surname>D'Alessandro</surname><given-names>C</given-names></name> <name><surname>Finato</surname><given-names>V</given-names></name> <name><surname>Del Corso</surname><given-names>C</given-names></name> <name><surname>Catania</surname><given-names>B</given-names></name> <name><surname>Caselli</surname><given-names>GM</given-names></name> <etal/></person-group>. <article-title>Assessment of physical activity, capacity and nutritional status in elderly peritoneal dialysis patients</article-title>. <source>BMC Nephrol</source>. (<year>2017</year>) <volume>18</volume>:<fpage>180</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12882-017-0593-7</pub-id>, <pub-id pub-id-type="pmid">28558794</pub-id></mixed-citation></ref>
<ref id="ref10"><label>10.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname><given-names>J</given-names></name> <name><surname>Nie</surname><given-names>JD</given-names></name> <name><surname>Tang</surname><given-names>W</given-names></name> <name><surname>Su</surname><given-names>CY</given-names></name></person-group>. <article-title>Physical activity levels and mortality in peritoneal dialysis patients</article-title>. <source>BMC Nephrol</source>. (<year>2025</year>) <volume>26</volume>:<fpage>694</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12882-025-04607-0</pub-id>, <pub-id pub-id-type="pmid">41387782</pub-id></mixed-citation></ref>
<ref id="ref11"><label>11.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bennett</surname><given-names>PN</given-names></name> <name><surname>Bohm</surname><given-names>C</given-names></name> <name><surname>Harasemiw</surname><given-names>O</given-names></name> <name><surname>Brown</surname><given-names>L</given-names></name> <name><surname>Gabrys</surname><given-names>I</given-names></name> <name><surname>Jegatheesan</surname><given-names>D</given-names></name> <etal/></person-group>. <article-title>Physical activity and exercise in peritoneal dialysis: International Society for Peritoneal Dialysis and the global renal exercise network practice recommendations</article-title>. <source>Perit Dial Int</source>. (<year>2022</year>) <volume>42</volume>:<fpage>8</fpage>&#x2013;<lpage>24</lpage>. doi: <pub-id pub-id-type="doi">10.1177/08968608211055290</pub-id>, <pub-id pub-id-type="pmid">34743628</pub-id></mixed-citation></ref>
<ref id="ref12"><label>12.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Clarkson</surname><given-names>MJ</given-names></name> <name><surname>Bennett</surname><given-names>PN</given-names></name> <name><surname>Fraser</surname><given-names>SF</given-names></name> <name><surname>Warmington</surname><given-names>SA</given-names></name></person-group>. <article-title>Exercise interventions for improving objective physical function in patients with end-stage kidney disease on dialysis: a systematic review and meta-analysis</article-title>. <source>Am J Physiol Renal Physiol</source>. (<year>2019</year>) <volume>316</volume>:<fpage>F856</fpage>&#x2013;<lpage>72</lpage>. doi: <pub-id pub-id-type="doi">10.1152/ajprenal.00317.2018</pub-id>, <pub-id pub-id-type="pmid">30759022</pub-id></mixed-citation></ref>
<ref id="ref13"><label>13.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bernier-Jean</surname><given-names>A</given-names></name> <name><surname>Beruni</surname><given-names>NA</given-names></name> <name><surname>Bondonno</surname><given-names>NP</given-names></name> <name><surname>Williams</surname><given-names>G</given-names></name> <name><surname>Teixeira-Pinto</surname><given-names>A</given-names></name> <name><surname>Craig</surname><given-names>JC</given-names></name> <etal/></person-group>. <article-title>Exercise training for adults undergoing maintenance dialysis</article-title>. <source>Cochrane Database Syst Rev</source>. (<year>2022</year>) <volume>1</volume>:<fpage>CD014653</fpage>. doi: <pub-id pub-id-type="doi">10.1002/14651858.CD014653</pub-id>, <pub-id pub-id-type="pmid">35018639</pub-id></mixed-citation></ref>
<ref id="ref14"><label>14.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Thangarasa</surname><given-names>T</given-names></name> <name><surname>Imtiaz</surname><given-names>R</given-names></name> <name><surname>Hiremath</surname><given-names>S</given-names></name> <name><surname>Zimmerman</surname><given-names>D</given-names></name></person-group>. <article-title>Physical activity in patients treated with peritoneal Dialysis: a systematic review and Meta-analysis</article-title>. <source>Can J Kidney Health Dis</source>. (<year>2018</year>) <volume>5</volume>:<fpage>2054358118779821</fpage>. doi: <pub-id pub-id-type="doi">10.1177/2054358118779821</pub-id>, <pub-id pub-id-type="pmid">29977585</pub-id></mixed-citation></ref>
<ref id="ref15"><label>15.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tarca</surname><given-names>B</given-names></name> <name><surname>Jesudason</surname><given-names>S</given-names></name> <name><surname>Bennett</surname><given-names>PN</given-names></name> <name><surname>Kasai</surname><given-names>D</given-names></name> <name><surname>Wycherley</surname><given-names>TP</given-names></name> <name><surname>Ferrar</surname><given-names>KE</given-names></name></person-group>. <article-title>Exercise or physical activity-related adverse events in people receiving peritoneal dialysis: a systematic review</article-title>. <source>Peritoneal Dial Int</source>. (<year>2022</year>) <volume>42</volume>:<fpage>447</fpage>&#x2013;<lpage>59</lpage>. doi: <pub-id pub-id-type="doi">10.1177/08968608221094423</pub-id>, <pub-id pub-id-type="pmid">35485264</pub-id></mixed-citation></ref>
<ref id="ref16"><label>16.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mekary</surname><given-names>RA</given-names></name> <name><surname>Willett</surname><given-names>WC</given-names></name> <name><surname>Hu</surname><given-names>FB</given-names></name> <name><surname>Ding</surname><given-names>EL</given-names></name></person-group>. <article-title>Isotemporal substitution paradigm for physical activity epidemiology and weight change</article-title>. <source>Am J Epidemiol</source>. (<year>2009</year>) <volume>170</volume>:<fpage>519</fpage>&#x2013;<lpage>27</lpage>. doi: <pub-id pub-id-type="doi">10.1093/aje/kwp163</pub-id>, <pub-id pub-id-type="pmid">19584129</pub-id></mixed-citation></ref>
<ref id="ref17"><label>17.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Dumuid</surname><given-names>D</given-names></name> <name><surname>Pedi&#x0161;i&#x0107;</surname><given-names>&#x017D;</given-names></name> <name><surname>Stanford</surname><given-names>TE</given-names></name> <name><surname>Mart&#x00ED;n-Fern&#x00E1;ndez</surname><given-names>JA</given-names></name> <name><surname>Hron</surname><given-names>K</given-names></name> <name><surname>Maher</surname><given-names>CA</given-names></name> <etal/></person-group>. <article-title>The compositional isotemporal substitution model: a method for estimating changes in a health outcome for reallocation of time between sleep, physical activity and sedentary behaviour</article-title>. <source>Stat Methods Med Res</source>. (<year>2019</year>) <volume>28</volume>:<fpage>846</fpage>&#x2013;<lpage>57</lpage>. doi: <pub-id pub-id-type="doi">10.1177/0962280217737805</pub-id>, <pub-id pub-id-type="pmid">29157152</pub-id></mixed-citation></ref>
<ref id="ref18"><label>18.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Buman</surname><given-names>MP</given-names></name> <name><surname>Winkler</surname><given-names>EA</given-names></name> <name><surname>Kurka</surname><given-names>JM</given-names></name> <name><surname>Hekler</surname><given-names>EB</given-names></name> <name><surname>Baldwin</surname><given-names>CM</given-names></name> <name><surname>Owen</surname><given-names>N</given-names></name> <etal/></person-group>. <article-title>Reallocating time to sleep, sedentary behaviors, or active behaviors: associations with cardiovascular disease risk biomarkers, NHANES 2005-2006</article-title>. <source>Am J Epidemiol</source>. (<year>2014</year>) <volume>179</volume>:<fpage>323</fpage>&#x2013;<lpage>34</lpage>. doi: <pub-id pub-id-type="doi">10.1093/aje/kwt292</pub-id>, <pub-id pub-id-type="pmid">24318278</pub-id></mixed-citation></ref>
<ref id="ref19"><label>19.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jang</surname><given-names>H</given-names></name> <name><surname>Cho</surname><given-names>Y</given-names></name> <name><surname>Oh</surname><given-names>H</given-names></name></person-group>. <article-title>Recreational screen time and obesity risk in Korean children: a 3-year prospective cohort study</article-title>. <source>Int J Behav Nutr Phys Activity</source>. (<year>2024</year>) <volume>21</volume>:<fpage>112</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12966-024-01660-0</pub-id>, <pub-id pub-id-type="pmid">39350138</pub-id></mixed-citation></ref>
<ref id="ref20"><label>20.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Westbury</surname><given-names>LD</given-names></name> <name><surname>Dodds</surname><given-names>RM</given-names></name> <name><surname>Syddall</surname><given-names>HE</given-names></name> <name><surname>Baczynska</surname><given-names>AM</given-names></name> <name><surname>Shaw</surname><given-names>SC</given-names></name> <name><surname>Dennison</surname><given-names>EM</given-names></name> <etal/></person-group>. <article-title>Associations between objectively measured physical activity, body composition and sarcopenia: findings from the Hertfordshire sarcopenia study (HSS)</article-title>. <source>Calcif Tissue Int</source>. (<year>2018</year>) <volume>103</volume>:<fpage>237</fpage>&#x2013;<lpage>45</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00223-018-0413-5</pub-id>, <pub-id pub-id-type="pmid">29589060</pub-id></mixed-citation></ref>
<ref id="ref21"><label>21.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>S&#x00E1;nchez-S&#x00E1;nchez</surname><given-names>JL</given-names></name> <name><surname>Ma&#x00F1;as</surname><given-names>A</given-names></name> <name><surname>Garc&#x00ED;a-Garc&#x00ED;a</surname><given-names>FJ</given-names></name> <name><surname>Ara</surname><given-names>I</given-names></name> <name><surname>Carnicero</surname><given-names>JA</given-names></name> <name><surname>Walter</surname><given-names>S</given-names></name> <etal/></person-group>. <article-title>Sedentary behaviour, physical activity, and sarcopenia among older adults in the TSHA: isotemporal substitution model</article-title>. <source>J Cachexia Sarcopenia Muscle</source>. (<year>2019</year>) <volume>10</volume>:<fpage>188</fpage>&#x2013;<lpage>98</lpage>. doi: <pub-id pub-id-type="doi">10.1002/jcsm.12369</pub-id>, <pub-id pub-id-type="pmid">30920779</pub-id></mixed-citation></ref>
<ref id="ref22"><label>22.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Scott</surname><given-names>D</given-names></name> <name><surname>Johansson</surname><given-names>J</given-names></name> <name><surname>Gandham</surname><given-names>A</given-names></name> <name><surname>Ebeling</surname><given-names>PR</given-names></name> <name><surname>Nordstrom</surname><given-names>P</given-names></name> <name><surname>Nordstrom</surname><given-names>A</given-names></name></person-group>. <article-title>Associations of accelerometer-determined physical activity and sedentary behavior with sarcopenia and incident falls over 12 months in community-dwelling Swedish older adults</article-title>. <source>J Sport Health Sci</source>. (<year>2021</year>) <volume>10</volume>:<fpage>577</fpage>&#x2013;<lpage>84</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jshs.2020.01.006</pub-id>, <pub-id pub-id-type="pmid">34088651</pub-id></mixed-citation></ref>
<ref id="ref23"><label>23.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Veen</surname><given-names>J</given-names></name> <name><surname>Montiel-Rojas</surname><given-names>D</given-names></name> <name><surname>Kadi</surname><given-names>F</given-names></name> <name><surname>Nilsson</surname><given-names>A</given-names></name></person-group>. <article-title>Effects of reallocating time spent in different physical activity intensities on sarcopenia risk in older adults: an Isotemporal substitution analysis</article-title>. <source>Biology</source>. (<year>2022</year>) <volume>11</volume>:<fpage>111</fpage>. doi: <pub-id pub-id-type="doi">10.3390/biology11010111</pub-id>, <pub-id pub-id-type="pmid">35053109</pub-id></mixed-citation></ref>
<ref id="ref24"><label>24.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Chien</surname><given-names>SY</given-names></name> <name><surname>Wang</surname><given-names>TH</given-names></name> <name><surname>Tzeng</surname><given-names>YL</given-names></name> <name><surname>Lu</surname><given-names>SH</given-names></name> <name><surname>Chang</surname><given-names>TS</given-names></name></person-group>. <article-title>Time allocation to physical activity and sedentary behaviour and its impact on sarcopenia risk: a systematic review and Meta-analysis</article-title>. <source>J Adv Nurs</source>. (<year>2025</year>) <volume>81</volume>:<fpage>6250</fpage>&#x2013;<lpage>60</lpage>. doi: <pub-id pub-id-type="doi">10.1111/jan.16781</pub-id>, <pub-id pub-id-type="pmid">39936334</pub-id></mixed-citation></ref>
<ref id="ref25"><label>25.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Shen</surname><given-names>YW</given-names></name> <name><surname>Su</surname><given-names>XY</given-names></name> <name><surname>Liu</surname><given-names>M</given-names></name> <name><surname>Yu</surname><given-names>ZZ</given-names></name> <name><surname>Yan</surname><given-names>H</given-names></name> <name><surname>Ma</surname><given-names>DH</given-names></name> <etal/></person-group>. <article-title>Prevalence and risk factors of sarcopenia in peritoneal dialysis patients</article-title>. <source>Chin J Nephrol</source>. (<year>2019</year>) <volume>35</volume>:<fpage>268</fpage>&#x2013;<lpage>74</lpage>. doi: <pub-id pub-id-type="doi">10.3760/cma.j.issn.1001-7097.2019.04.005</pub-id></mixed-citation></ref>
<ref id="ref26"><label>26.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Maia Neves Menezes</surname><given-names>JI</given-names></name> <name><surname>Lopes Pereira</surname><given-names>LA</given-names></name></person-group>. <article-title>Physical exercise and peritoneal dialysis: an area yet to be explored</article-title>. <source>Nefrologia</source>. (<year>2022</year>) <volume>42</volume>:<fpage>265</fpage>&#x2013;<lpage>72</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.nefroe.2021.02.012</pub-id>, <pub-id pub-id-type="pmid">36210121</pub-id></mixed-citation></ref>
<ref id="ref27"><label>27.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname><given-names>LK</given-names></name> <name><surname>Woo</surname><given-names>J</given-names></name> <name><surname>Assantachai</surname><given-names>P</given-names></name> <name><surname>Auyeung</surname><given-names>TW</given-names></name> <name><surname>Chou</surname><given-names>MY</given-names></name> <name><surname>Iijima</surname><given-names>K</given-names></name> <etal/></person-group>. <article-title>Asian working Group for Sarcopenia: 2019 consensus update on sarcopenia diagnosis and treatment</article-title>. <source>J Am Med Dir Assoc</source>. (<year>2020</year>) <volume>21</volume>:<fpage>300</fpage>&#x2013;<lpage>307.e2</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jamda.2019.12.012</pub-id>, <pub-id pub-id-type="pmid">32033882</pub-id></mixed-citation></ref>
<ref id="ref28"><label>28.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bohannon</surname><given-names>RW</given-names></name></person-group>. <article-title>Reference values for the five-repetition sit-to-stand test: a descriptive meta-analysis of data from elders</article-title>. <source>Percept Mot Skills</source>. (<year>2006</year>) <volume>103</volume>:<fpage>215</fpage>&#x2013;<lpage>22</lpage>. doi: <pub-id pub-id-type="doi">10.2466/pms.103.1.215-222</pub-id>, <pub-id pub-id-type="pmid">17037663</pub-id></mixed-citation></ref>
<ref id="ref29"><label>29.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname><given-names>KM</given-names></name> <name><surname>Jang</surname><given-names>HC</given-names></name> <name><surname>Lim</surname><given-names>S</given-names></name></person-group>. <article-title>Differences among skeletal muscle mass indices derived from height-, weight-, and body mass index-adjusted models in assessing sarcopenia</article-title>. <source>Korean J Intern Med</source>. (<year>2016</year>) <volume>31</volume>:<fpage>643</fpage>&#x2013;<lpage>50</lpage>. doi: <pub-id pub-id-type="doi">10.3904/kjim.2016.015</pub-id>, <pub-id pub-id-type="pmid">27334763</pub-id></mixed-citation></ref>
<ref id="ref30"><label>30.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jones</surname><given-names>SE</given-names></name> <name><surname>Kon</surname><given-names>SS</given-names></name> <name><surname>Canavan</surname><given-names>JL</given-names></name> <name><surname>Patel</surname><given-names>MS</given-names></name> <name><surname>Clark</surname><given-names>AL</given-names></name> <name><surname>Nolan</surname><given-names>CM</given-names></name> <etal/></person-group>. <article-title>The five-repetition sit-to-stand test as a functional outcome measure in COPD</article-title>. <source>Thorax</source>. (<year>2013</year>) <volume>68</volume>:<fpage>1015</fpage>&#x2013;<lpage>20</lpage>. doi: <pub-id pub-id-type="doi">10.1136/thoraxjnl-2013-203576</pub-id>, <pub-id pub-id-type="pmid">23783372</pub-id></mixed-citation></ref>
<ref id="ref31"><label>31.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Johansen</surname><given-names>KL</given-names></name> <name><surname>Painter</surname><given-names>P</given-names></name> <name><surname>Delgado</surname><given-names>C</given-names></name> <name><surname>Doyle</surname><given-names>J</given-names></name></person-group>. <article-title>Characterization of physical activity and sitting time among patients on hemodialysis using a new physical activity instrument</article-title>. <source>J Ren Nutr</source>. (<year>2015</year>) <volume>25</volume>:<fpage>25</fpage>&#x2013;<lpage>30</lpage>. doi: <pub-id pub-id-type="doi">10.1053/j.jrn.2014.06.012</pub-id>, <pub-id pub-id-type="pmid">25213326</pub-id></mixed-citation></ref>
<ref id="ref32"><label>32.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Huang</surname><given-names>R</given-names></name> <name><surname>Zhang</surname><given-names>H</given-names></name> <name><surname>Yang</surname><given-names>Y</given-names></name> <name><surname>Fang</surname><given-names>N</given-names></name> <name><surname>Liu</surname><given-names>Q</given-names></name> <name><surname>Ma</surname><given-names>J</given-names></name> <etal/></person-group>. <article-title>Validation of the Chinese version of the low physical activity questionnaire (LoPAQ) with ActiGraph accelerometer in hemodialysis patients</article-title>. <source>BMC Nephrol</source>. (<year>2021</year>) <volume>22</volume>:<fpage>17</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12882-021-02230-3</pub-id>, <pub-id pub-id-type="pmid">33419409</pub-id></mixed-citation></ref>
<ref id="ref33"><label>33.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Charlson</surname><given-names>ME</given-names></name> <name><surname>Pompei</surname><given-names>P</given-names></name> <name><surname>Ales</surname><given-names>KL</given-names></name> <name><surname>MacKenzie</surname><given-names>CR</given-names></name></person-group>. <article-title>A new method of classifying prognostic comorbidity in longitudinal studies: development and validation</article-title>. <source>J Chronic Dis</source>. (<year>1987</year>) <volume>40</volume>:<fpage>373</fpage>&#x2013;<lpage>83</lpage>. doi: <pub-id pub-id-type="doi">10.1016/0021-9681(87)90171-8</pub-id>, <pub-id pub-id-type="pmid">3558716</pub-id></mixed-citation></ref>
<ref id="ref34"><label>34.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hu</surname><given-names>XW</given-names></name> <name><surname>Zhao</surname><given-names>GG</given-names></name> <name><surname>Fu</surname><given-names>JM</given-names></name> <name><surname>Su</surname><given-names>LQ</given-names></name> <name><surname>Sun</surname><given-names>SL</given-names></name> <name><surname>Chen</surname><given-names>RM</given-names></name> <etal/></person-group>. <article-title>The relationship between physical activity, sedentary behavior and sleep in young children based on the isochronic substitution model</article-title>. <source>J Phys Educ</source>. (<year>2024</year>) <volume>31</volume>:<fpage>143</fpage>&#x2013;<lpage>50</lpage>. doi: <pub-id pub-id-type="doi">10.16237/j.cnki.cn44-1404/g8.2024.05.013</pub-id></mixed-citation></ref>
<ref id="ref35"><label>35.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Pluta</surname><given-names>A</given-names></name> <name><surname>Przybyszewska</surname><given-names>J</given-names></name> <name><surname>Str&#x00F3;&#x017C;ecki</surname><given-names>P</given-names></name> <name><surname>Flisi&#x0144;ski</surname><given-names>M</given-names></name> <name><surname>Donderski</surname><given-names>R</given-names></name></person-group>. <article-title>Assessment of nutritional status in chronically dialyzed patients: high prevalence of malnutrition based on subjective global assessment, simplified nutritional appetite questionnaire, anthropometry and serum albumin analysis - a cross-sectional study</article-title>. <source>Ann Med</source>. (<year>2025</year>) <volume>57</volume>:<fpage>2578731</fpage>. doi: <pub-id pub-id-type="doi">10.1080/07853890.2025.2578731</pub-id>, <pub-id pub-id-type="pmid">41159942</pub-id></mixed-citation></ref>
<ref id="ref36"><label>36.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname><given-names>SS</given-names></name> <name><surname>Chen</surname><given-names>LZ</given-names></name> <name><surname>Liu</surname><given-names>L</given-names></name></person-group>. <article-title>Research progress on screening and special interventions for sarcopenia in peritoneal dialysis patients</article-title>. <source>Chin J Postgrad Med</source>. (<year>2023</year>) <volume>46</volume>:<fpage>476</fpage>&#x2013;<lpage>80</lpage>. doi: <pub-id pub-id-type="doi">10.3760/cma.j.cn115455-20221026-00927</pub-id></mixed-citation></ref>
<ref id="ref37"><label>37.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Pan</surname><given-names>L</given-names></name> <name><surname>Wu</surname><given-names>M</given-names></name> <name><surname>Wen</surname><given-names>QR</given-names></name> <name><surname>Lv</surname><given-names>Y</given-names></name> <name><surname>Guo</surname><given-names>Y</given-names></name> <name><surname>Pei</surname><given-names>P</given-names></name> <etal/></person-group>. <article-title>The correlation of physical activity and sedentary leisure time with low muscle mass, strength, and quality in Chinese adults</article-title>. <source>Chin J Epidemiol</source>. (<year>2022</year>) <volume>43</volume>:<fpage>162</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.3760/cma.j.cn112338-20210402-00273</pub-id></mixed-citation></ref>
<ref id="ref38"><label>38.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Vlietstra</surname><given-names>L</given-names></name> <name><surname>Hendrickx</surname><given-names>W</given-names></name> <name><surname>Waters</surname><given-names>DL</given-names></name></person-group>. <article-title>Exercise interventions in healthy older adults with sarcopenia: a systematic review and meta-analysis</article-title>. <source>Australas J Ageing</source>. (<year>2018</year>) <volume>37</volume>:<fpage>169</fpage>&#x2013;<lpage>83</lpage>. doi: <pub-id pub-id-type="doi">10.1111/ajag.12521</pub-id>, <pub-id pub-id-type="pmid">29638028</pub-id></mixed-citation></ref>
<ref id="ref39"><label>39.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Xie</surname><given-names>G</given-names></name> <name><surname>Jin</surname><given-names>H</given-names></name> <name><surname>Mikhail</surname><given-names>H</given-names></name> <name><surname>Pavel</surname><given-names>V</given-names></name> <name><surname>Yang</surname><given-names>G</given-names></name> <name><surname>Ji</surname><given-names>B</given-names></name> <etal/></person-group>. <article-title>Autophagy in sarcopenia: possible mechanisms and novel therapies</article-title>. <source>Biomed Pharmacother</source>. (<year>2023</year>) <volume>165</volume>:<fpage>115147</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biopha.2023.115147</pub-id>, <pub-id pub-id-type="pmid">37473679</pub-id></mixed-citation></ref>
<ref id="ref40"><label>40.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Fu</surname><given-names>P</given-names></name> <name><surname>Zhu</surname><given-names>R</given-names></name> <name><surname>Gao</surname><given-names>W</given-names></name> <name><surname>Gong</surname><given-names>L</given-names></name></person-group>. <article-title>Effects of resistance training on alleviating hypoxia-induced muscle atrophy: focus on acetylation of FoxO1</article-title>. <source>J Cell Mol Med</source>. (<year>2024</year>) <volume>28</volume>:<fpage>e18096</fpage>. doi: <pub-id pub-id-type="doi">10.1111/jcmm.18096</pub-id>, <pub-id pub-id-type="pmid">38149787</pub-id></mixed-citation></ref>
<ref id="ref41"><label>41.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Huang</surname><given-names>HY</given-names></name> <name><surname>Lin</surname><given-names>P</given-names></name> <name><surname>Wang</surname><given-names>Q</given-names></name> <name><surname>Ren</surname><given-names>Q</given-names></name> <name><surname>Gao</surname><given-names>KL</given-names></name> <name><surname>Kong</surname><given-names>CC</given-names></name> <etal/></person-group>. <article-title>The effects of fast walking on persons with sarcopenia</article-title>. <source>Chin J Phys Med Rehabil</source>. (<year>2023</year>) <volume>45</volume>:<fpage>715</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.3760/cma.j.issn.0254-1424.2023.08.009</pub-id></mixed-citation></ref>
<ref id="ref42"><label>42.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname><given-names>H</given-names></name> <name><surname>He</surname><given-names>W</given-names></name> <name><surname>Chen</surname><given-names>P</given-names></name> <name><surname>Wang</surname><given-names>H</given-names></name> <name><surname>Wang</surname><given-names>H</given-names></name> <name><surname>Zhu</surname><given-names>L</given-names></name> <etal/></person-group>. <article-title>Exerkines and myokines in aging sarcopenia</article-title>. <source>Front Endocrinol</source>. (<year>2025</year>) <volume>16</volume>:<fpage>1592491</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fendo.2025.1592491</pub-id>, <pub-id pub-id-type="pmid">40801027</pub-id></mixed-citation></ref>
<ref id="ref43"><label>43.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ramsey</surname><given-names>KA</given-names></name> <name><surname>Rojer</surname><given-names>AGM</given-names></name> <name><surname>D'Andrea</surname><given-names>L</given-names></name> <name><surname>Otten</surname><given-names>RHJ</given-names></name> <name><surname>Heymans</surname><given-names>MW</given-names></name> <name><surname>Trappenburg</surname><given-names>MC</given-names></name> <etal/></person-group>. <article-title>The association of objectively measured physical activity and sedentary behavior with skeletal muscle strength and muscle power in older adults: a systematic review and meta-analysis</article-title>. <source>Ageing Res Rev</source>. (<year>2021</year>) <volume>67</volume>:<fpage>101266</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.arr.2021.101266</pub-id>, <pub-id pub-id-type="pmid">33607291</pub-id></mixed-citation></ref>
<ref id="ref44"><label>44.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Manfredini</surname><given-names>F</given-names></name> <name><surname>Mallamaci</surname><given-names>F</given-names></name> <name><surname>D'Arrigo</surname><given-names>G</given-names></name> <name><surname>Baggetta</surname><given-names>R</given-names></name> <name><surname>Bolignano</surname><given-names>D</given-names></name> <name><surname>Torino</surname><given-names>C</given-names></name> <etal/></person-group>. <article-title>Exercise in patients on Dialysis: a multicenter, randomized clinical trial</article-title>. <source>J Am Soc Nephrol</source>. (<year>2017</year>) <volume>28</volume>:<fpage>1259</fpage>&#x2013;<lpage>68</lpage>. doi: <pub-id pub-id-type="doi">10.1681/ASN.2016030378</pub-id>, <pub-id pub-id-type="pmid">27909047</pub-id></mixed-citation></ref>
<ref id="ref45"><label>45.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Nagai</surname><given-names>K</given-names></name> <name><surname>Matsuzawa</surname><given-names>R</given-names></name> <name><surname>Wada</surname><given-names>Y</given-names></name> <name><surname>Tsuji</surname><given-names>S</given-names></name> <name><surname>Itoh</surname><given-names>M</given-names></name> <name><surname>Sano</surname><given-names>K</given-names></name> <etal/></person-group>. <article-title>Impact of Isotemporal substitution of sedentary time with physical activity on sarcopenia in older Japanese adults</article-title>. <source>J Am Med Dir Assoc</source>. (<year>2021</year>) <volume>22</volume>:<fpage>876</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jamda.2021.02.007</pub-id>, <pub-id pub-id-type="pmid">33722569</pub-id></mixed-citation></ref>
</ref-list>
<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1819687/overview">Dongliang Zhang</ext-link>, Beijing Jishuitan Hospital, China</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3140817/overview">Katsumori Takamatsu</ext-link>, Jyoban Hospital, Japan</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3209521/overview">Chang Liyang</ext-link>, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, China</p>
</fn>
</fn-group>
</back>
</article>