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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Neurology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1664-2295</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fneur.2025.1666297</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>Postoperative early ambulation in neurosurgical patients: influencing factors and nursing strategies</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Xu</surname> <given-names>Yan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x02020;</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" equal-contrib="yes">
<name><surname>Yin</surname> <given-names>Xiangyi</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x02020;</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>
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</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Xia</surname> <given-names>Yi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x02020;</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>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Qian</surname> <given-names>Xing</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
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<uri xlink:href="https://loop.frontiersin.org/people/3135079"/>
</contrib>
</contrib-group>
<aff id="aff1"><label>1</label><institution>Department of Nursing, Suzhou Hospital, Affiliated Hospital of Medical School, Nanjing University</institution>, <city>Suzhou</city>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Neurosurgery, Suzhou Hospital, Affiliated Hospital of Medical School, Nanjing University</institution>, <city>Suzhou</city>, <country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>Department of Anesthesiology, Suzhou Hospital, Affiliated Hospital of Medical School, Nanjing University</institution>, <city>Suzhou</city>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>&#x0002A;</label>Correspondence: Xing Qian, <email xlink:href="mailto:szkjcyy_qx1@163.com">szkjcyy_qx1@163.com</email></corresp>
<fn fn-type="equal" id="fn001"><label>&#x02020;</label><p>These authors have contributed equally to this work</p></fn></author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-11-19">
<day>19</day>
<month>11</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1666297</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>11</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2025 Xu, Yin, Xia and Qian.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Xu, Yin, Xia and Qian</copyright-holder>
<license>
<ali:license_ref start_date="2025-11-19">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Early postoperative ambulation holds significant implications for patient prognosis. The present study aims to analyze the implementation rate of early postoperative ambulation in neurosurgical patients, identify its independent influencing factors, and provide evidence-based support for optimizing clinical treatment and nursing interventions.</p>
</sec>
<sec>
<title>Methods</title>
<p>The study population comprised neurosurgical patients admitted to a tertiary medical center in Jiangsu Province, China, between January 2024 and May 2025. Comprehensive perioperative data&#x02014;encompassing baseline demographics and early postoperative ambulation status&#x02014;were analyzed to identify influencing factors of early postoperative ambulation.</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 268 neurosurgical patients were included, among whom 85 (31.7%) achieved early postoperative ambulation. Correlation analyses demonstrated that age (<italic>r</italic> = &#x02212;0.586), body mass index (BMI; <italic>r</italic> = &#x02212;0.520), presence of a postoperative drainage catheter (<italic>r</italic> = &#x02212;0.590), duration of surgery (<italic>r</italic> = &#x02212;0.587), and postoperative Visual Analog Scale (VAS) score (<italic>r</italic> = &#x02212;0.614) all exhibited significant inverse associations with early postoperative ambulation. Logistic regression analysis identified five independent factors influencing early postoperative ambulation: age &#x02265; 60 years (odds ratio [OR] = 2.859, 95% confidence interval [95%CI]: 1.532&#x02013;3.654), BMI &#x02265; 24 (OR = 2.194, 95%CI: 1.126&#x02013;3.047), presence of a postoperative drainage catheter (OR = 2.706, 95%CI: 1.830&#x02013;3.625), surgical duration &#x02265; 120 min (OR = 1.973, 95%CI: 1.285&#x02013;2.585), and postoperative VAS score &#x02265; 3 (OR = 3.142, 95%CI: 2.869&#x02013;3.704).</p>
</sec>
<sec>
<title>Conclusion</title>
<p>The rate of early postoperative ambulation completion among neurosurgical patients is relatively low, with multiple factors influencing this outcome. Targeted nursing interventions are warranted to improve the implementation of postoperative ambulation in neurosurgical patients.</p>
</sec></abstract>
<kwd-group>
<kwd>postoperative early ambulation</kwd>
<kwd>neurosurgical patients</kwd>
<kwd>influencing factors</kwd>
<kwd>nursing intervention</kwd>
<kwd>clinical practice</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declare that financial support was received for the research and/or publication of this article. This study was supported by the Hospital Management Innovation Research Project of Jiangsu Provincial Hospital Association (JSYGY-3-2025-205) and the Suzhou Key Special Program for Diagnosis and Treatment Technology of Clinical Diseases (No. LCZX202239).</funding-statement>
</funding-group>
<counts>
<fig-count count="0"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="35"/>
<page-count count="6"/>
<word-count count="4584"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Neurocritical and Neurohospitalist Care</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Neurosurgical procedures that directly target central nervous system lesions inevitably trigger substantial surgical trauma and functional risk. Intraoperative retraction, electrocautery, and tissue resection can disrupt neuronal networks and their projections, precipitating deficits in language, motor, or sensory domains (<xref ref-type="bibr" rid="B1">1</xref>). These focal injuries are further amplified by systemic responses: activation of inflammatory cascades, the hypothalamic&#x02013;pituitary&#x02013;adrenal axis, and the coagulation system collectively intensify postoperative recovery challenges (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). Conventional practice has therefore favored strict bed rest to dampen intracranial pressure fluctuations and minimize the risks of wound bleeding or cerebrospinal fluid leakage. Yet prolonged immobilization introduces secondary harm: dependent atelectasis, venous stasis, and skeletal muscle disuse generate a cascade of complications&#x02014;including hypostatic pneumonia, deep-vein thrombosis, and muscle atrophy&#x02014;that prolong hospitalization and compromise long-term quality of life (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>).</p>
<p>Accumulating evidence from systematic reviews and randomized trials has redefined peri-operative care. Initiating graded ambulation within 24 h after surgery promotes recovery through several synergistic pathways: mechanical loading augments skeletal muscle perfusion and neurotrophin release, accelerating neuroplasticity and functional reorganization; positional changes reduce atelectasis, optimize ventilation&#x02013;perfusion matching, and lower pulmonary infection rates; activation of the calf-muscle pump enhances venous return and decreases thrombotic risk; and restoration of gastrointestinal motility abbreviates postoperative ileus, improving nutrient utilization (<xref ref-type="bibr" rid="B6">6</xref>&#x02013;<xref ref-type="bibr" rid="B8">8</xref>). Previous study (<xref ref-type="bibr" rid="B9">9</xref>) from patients with chronic subdural haematoma demonstrate that an early ambulation protocol commencing within 6 h post-surgery reduces complications without increasing recurrence or hemorrhage, underscoring the safety and efficacy of early ambulation in neurosurgical populations.</p>
<p>Nursing plays a pivotal role in facilitating early postoperative ambulation. Nurses are responsible for continuous monitoring of vital signs and neurological status during mobilization, pain assessment and management, patient education, and coordination with the multidisciplinary team. As highlighted by Shady et al. (<xref ref-type="bibr" rid="B10">10</xref>), standardized nursing interventions&#x02014;such as individualized ambulation protocols, regular pain reassessment, and catheter care&#x02014;are critical for improving patient outcomes after intracranial surgery. However, the integration of nursing-specific strategies into early ambulation programs remains understudied in neurosurgical settings, underscoring the need for targeted research in this area.</p>
<p>Despite these documented benefits, early postoperative ambulation remains inconsistently implemented in neurosurgical practice. The specific determinants&#x02014;spanning patient characteristics and disease-related factors&#x02014;have not been comprehensively elucidated. Therefore, the present study aims to identify and quantify the factors influencing early postoperative ambulation after neurosurgical procedures, thereby providing an evidence base for targeted therapeutic and nursing interventions in this high-risk cohort.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec>
<title>Study design and ethical consideration</title>
<p>This research adopted a retrospective cohort study design. This study has been approved by the ethical committee of Suzhou Hospital, Affiliated Hospital of Medical School, Nanjing University (approval number: IRB2025065). In addition, written informed consent was obtained from each enrolled patient prior to their participation in the study.</p>
</sec>
<sec>
<title>Study population</title>
<p>We retrospectively screened consecutive neurosurgical patients treated at a tertiary academic hospital in Jiangsu Province, China, between January 2024 and May 2025. Inclusion criteria: (1) Index operation performed by the hospital&#x00027;s neurosurgical team; (2) Complete peri-operative data available in electronic medical records, nursing notes, and anesthesia charts; (3) Written informed consent provided by the patient or legal surrogate.</p>
<p>Exclusion criteria: (1) Transfer to another institution or discharge against medical advice within 72 h postoperatively; (2) &#x0003E;20% of key variables missing and unrecoverable.</p>
</sec>
<sec>
<title>Definition of early postoperative ambulation</title>
<p>Early postoperative ambulation was defined as successful when, within 24 h of tracheal extubation (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>), all of the following conditions were met: (1) haemodynamic stability (systolic blood pressure 90&#x02013;160 mmHg, heart rate 50&#x02013;100 beats min<sup>&#x02212;1</sup>, and either no vasoactive agents or a stable infusion rate for &#x02265;2 h); (2) respiratory stability (SpO<sub>2</sub> &#x02265; 92 % on room air or &#x02264; 2 L min<sup>&#x02212;1</sup> supplemental oxygen without continuous positive airway pressure); (3) a joint assessment by the attending neurosurgeon and the ward nurse confirming that the patient could follow commands; and (4) documentation in the nursing record of the patient standing and walking &#x02265;5 m with the aid of a walker or staff assistance.</p>
</sec>
<sec>
<title>Data collection</title>
<p>A total of 326 consecutive neurosurgical patients were treated at the tertiary academic hospital between January 2024 and May 2025; 268 were enrolled after applying inclusion and exclusion criteria. The following variables were extracted and collected from the institutional electronic health record: gender, age (years), body-mass index (BMI, kg m?<sup>2</sup>), documented history of hypertension, diabetes mellitus, and hyperlipidaemia, primary neurosurgical diagnosis, presence of a postoperative drainage catheter, and total operative time. Postoperative pain intensity was routinely quantified with the 100-mm visual analog scale (VAS) at rest within the first 24 h after extubation; scores were categorized as mild (1&#x02013;3), moderate (4&#x02013;6), or severe (7&#x02013;10).</p>
</sec>
<sec>
<title>Data analysis</title>
<p>All analyses were performed with SPSS 25.0 (IBM Corp., Armonk, NY). Categorical variables are reported as <italic>n</italic> (%), and continuous variables as mean &#x000B1; SD. Between-group comparisons were conducted with the &#x003C7;<sup>2</sup> test for categorical data and the independent-samples <italic>t</italic>-test for normally distributed continuous data; non-normally distributed data were analyzed with the Mann&#x02013;Whitney U-test. Variables associated with early postoperative ambulation were first screened by univariate analysis. Subsequently, factors with <italic>P</italic> &#x0003C; 0.10 in the univariate screen were entered into a multivariable logistic regression model to identify independent predictors of early postoperative ambulation. Correlations between early postoperative ambulation and individual characteristics were assessed with Pearson&#x00027;s r for normally distributed variables and Spearman&#x00027;s &#x003C1; for non-normally distributed variables. A two-tailed <italic>P</italic>-value &#x0003C; 0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>Of the 268 enrolled neurosurgical patients, 85 (31.7 %) achieved early postoperative ambulation. As detailed in <xref ref-type="table" rid="T1">Table 1</xref>, the early postoperative ambulation and non-early postoperative ambulation groups differed significantly with respect to age, BMI, presence of a postoperative drainage catheter, duration of surgery, and postoperative VAS score (all <italic>p</italic> &#x0003C; 0.05). In contrast, gender distribution and the prevalence of hypertension, diabetes, hyperlipidaemia, or primary disease diagnosis did not differ between the two groups (all <italic>p</italic> &#x0003E; 0.05).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>The characteristics of included neurosurgical patients (<italic>n</italic> = 268).</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Variables</bold></th>
<th valign="top" align="center"><bold>Early ambulation group (<italic>n =</italic> 85)</bold></th>
<th valign="top" align="center"><bold>No early ambulation group(<italic>n =</italic> 183)</bold></th>
<th valign="top" align="center"><bold><italic>t</italic>/&#x003C7;<sup>2</sup></bold></th>
<th valign="top" align="center"><bold><italic>p</italic></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Male/female</td>
<td valign="top" align="center">51/34</td>
<td valign="top" align="center">106/77</td>
<td valign="top" align="center">1.942</td>
<td valign="top" align="center">0.103</td>
</tr>
<tr>
<td valign="top" align="left">Age(y)</td>
<td valign="top" align="center">56.28 &#x000B1; 4.02</td>
<td valign="top" align="center">62.46 &#x000B1; 5.84</td>
<td valign="top" align="center">1.870</td>
<td valign="top" align="center">0.041</td>
</tr>
<tr>
<td valign="top" align="left">BMI (kg/m<sup>2</sup>)</td>
<td valign="top" align="center">22.04 &#x000B1; 2.16</td>
<td valign="top" align="center">24.90 &#x000B1; 2.57</td>
<td valign="top" align="center">1.121</td>
<td valign="top" align="center">0.108</td>
</tr>
<tr>
<td valign="top" align="left">Hypertension</td>
<td valign="top" align="center">32(37.65%)</td>
<td valign="top" align="center">70(38.25%)</td>
<td valign="top" align="center">1.437</td>
<td valign="top" align="center">0.074</td>
</tr>
<tr>
<td valign="top" align="left">Diabetes</td>
<td valign="top" align="center">25(29.41%)</td>
<td valign="top" align="center">54(29.51%)</td>
<td valign="top" align="center">1.802</td>
<td valign="top" align="center">0.125</td>
</tr>
<tr>
<td valign="top" align="left">Hyperlipidemia</td>
<td valign="top" align="center">14(16.47%)</td>
<td valign="top" align="center">28(15.30%)</td>
<td valign="top" align="center">1.167</td>
<td valign="top" align="center">0.093</td>
</tr>
<tr>
<td valign="top" align="left">Disease diagnosis</td>
<td/>
<td/>
<td valign="top" align="center">1.588</td>
<td valign="top" align="center">0.060</td>
</tr>
<tr>
<td valign="top" align="left">Traumatic brain injury</td>
<td valign="top" align="center">36(42.35%)</td>
<td valign="top" align="center">80(43.71%)</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Brain tumor</td>
<td valign="top" align="center">21(24.71%)</td>
<td valign="top" align="center">42(22.95%)</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Cerebrovascular disease</td>
<td valign="top" align="center">15(17.65%)</td>
<td valign="top" align="center">32(17.49%)</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Other</td>
<td valign="top" align="center">13(15.29%)</td>
<td valign="top" align="center">29(15.85%)</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Presence of postoperative drainage catheter</td>
<td valign="top" align="center">16(18.82%)</td>
<td valign="top" align="center">96(52.46%)</td>
<td valign="top" align="center">1.626</td>
<td valign="top" align="center">0.016</td>
</tr>
<tr>
<td valign="top" align="left">Duration of surgery (min)</td>
<td valign="top" align="center">105.35 &#x000B1; 42.08</td>
<td valign="top" align="center">146.87 &#x000B1; 50.01</td>
<td valign="top" align="center">9.539</td>
<td valign="top" align="center">0.017</td>
</tr>
<tr>
<td valign="top" align="left">Postoperative VAS</td>
<td valign="top" align="center">2.856 &#x000B1; 1.547</td>
<td valign="top" align="center">5.184 &#x000B1; 1.933</td>
<td valign="top" align="center">1.763</td>
<td valign="top" align="center">0.021</td>
</tr></tbody>
</table>
</table-wrap>
<p>As presented in <xref ref-type="table" rid="T2">Table 2</xref>, the correlation analyses indicated that age (<italic>r</italic> = &#x02212;0.586), BMI (<italic>r</italic> = &#x02212;0.520), presence of a postoperative drainage catheter (<italic>r</italic> = &#x02212;0.590), duration of surgery (<italic>r</italic> = &#x02212;0.587), and postoperative VAS score (<italic>r</italic> = &#x02212;0.614) were significantly inversely associated with early postoperative ambulation (all <italic>p</italic> &#x0003C; 0.05).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Correlation analysis of early ambulation and characteristics of included neurosurgical patients.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Variables</bold></th>
<th valign="top" align="center"><bold><italic>r</italic></bold></th>
<th valign="top" align="center"><bold><italic>p</italic></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Gender</td>
<td valign="top" align="center">0.140</td>
<td valign="top" align="center">0.128</td>
</tr>
<tr>
<td valign="top" align="left">Age (y)</td>
<td valign="top" align="center">&#x02212;0.586</td>
<td valign="top" align="center">0.031</td>
</tr>
<tr>
<td valign="top" align="left">BMI (kg/m<sup>2</sup>)</td>
<td valign="top" align="center">&#x02212;0.520</td>
<td valign="top" align="center">0.048</td>
</tr>
<tr>
<td valign="top" align="left">Hypertension</td>
<td valign="top" align="center">0.129</td>
<td valign="top" align="center">0.105</td>
</tr>
<tr>
<td valign="top" align="left">Diabetes</td>
<td valign="top" align="center">0.102</td>
<td valign="top" align="center">0.118</td>
</tr>
<tr>
<td valign="top" align="left">Hyperlipidemia</td>
<td valign="top" align="center">0.144</td>
<td valign="top" align="center">0.127</td>
</tr>
<tr>
<td valign="top" align="left">Disease diagnosis</td>
<td valign="top" align="center">0.203</td>
<td valign="top" align="center">0.057</td>
</tr>
<tr>
<td valign="top" align="left">Presence of postoperative drainage catheter</td>
<td valign="top" align="center">&#x02212;0.590</td>
<td valign="top" align="center">0.042</td>
</tr>
<tr>
<td valign="top" align="left">Duration of surgery (min)</td>
<td valign="top" align="center">&#x02212;0.587</td>
<td valign="top" align="center">0.025</td>
</tr>
<tr>
<td valign="top" align="left">Postoperative VAS</td>
<td valign="top" align="center">&#x02212;0.614</td>
<td valign="top" align="center">0.009</td>
</tr></tbody>
</table>
</table-wrap>
<p><xref ref-type="table" rid="T3">Table 3</xref> outlines the variable assignments adopted for the multivariate logistic regression analysis conducted in this study. As depicted in <xref ref-type="table" rid="T4">Table 4</xref>, the logistic regression results identified five independent factors influencing early postoperative ambulation among neurosurgical patients (all <italic>p</italic> &#x0003C; 0.05). These factors included age &#x02265;60 years (odds ratio [OR] = 2.859, 95% confidence interval [95%CI]: 1.532&#x02013;3.654), BMI &#x02265; 24 (OR = 2.194, 95%CI: 1.126&#x02013;3.047), presence of a postoperative drainage catheter (OR = 2.706, 95%CI: 1.830&#x02013;3.625), surgical duration &#x02265; 120 min (OR = 1.973, 95%CI: 1.285&#x02013;2.585), and postoperative VAS score &#x02265; 3 (OR = 3.142, 95%CI: 2.869&#x02013;3.704).</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>The variable assignment of multivariate logistic regression.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Factors</bold></th>
<th valign="top" align="center"><bold>Variables</bold></th>
<th valign="top" align="center"><bold>Assignment</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Early ambulation</td>
<td valign="top" align="center"><italic>Y</italic></td>
<td valign="top" align="center">Yes = 1, no=2</td>
</tr>
<tr>
<td valign="top" align="left">Age(y)</td>
<td valign="top" align="center"><italic>X</italic><sub>2</sub></td>
<td valign="top" align="center">&#x02265;60 = 1, &#x0003C; 60 = 2</td>
</tr>
<tr>
<td valign="top" align="left">BMI (kg/m<sup>2</sup>)</td>
<td valign="top" align="center"><italic>X</italic><sub>3</sub></td>
<td valign="top" align="center">&#x02265;24 = 1, &#x0003C; 24 = 2</td>
</tr>
<tr>
<td valign="top" align="left">Presence of postoperative drainage catheter</td>
<td valign="top" align="center"><italic>X</italic><sub>4</sub></td>
<td valign="top" align="center">Yes = 1, no = 2</td>
</tr>
<tr>
<td valign="top" align="left">Duration of surgery (min)</td>
<td valign="top" align="center"><italic>X</italic><sub>5</sub></td>
<td valign="top" align="center">&#x02265;120 = 1, &#x0003C; 120 = 2</td>
</tr>
<tr>
<td valign="top" align="left">Postoperative VAS</td>
<td valign="top" align="center"><italic>X</italic><sub>6</sub></td>
<td valign="top" align="center">&#x02265;3 = 1, &#x0003C; 3 = 2</td>
</tr></tbody>
</table>
</table-wrap>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>Logistic regression analysis on the influencing factors of early ambulation in neurosurgical patients.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Factors</bold></th>
<th valign="top" align="center"><bold>&#x003B2;</bold></th>
<th valign="top" align="center"><bold><italic>S</italic><inline-formula><mml:math id="M1"><mml:mover accent="true"><mml:mrow><mml:mi>x</mml:mi></mml:mrow><mml:mo>&#x00304;</mml:mo></mml:mover></mml:math></inline-formula></bold></th>
<th valign="top" align="center"><bold>OR</bold></th>
<th valign="top" align="center"><bold>95%CI</bold></th>
<th valign="top" align="center"><bold><italic>p</italic></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age &#x02265; 60 years</td>
<td valign="top" align="center">0.819</td>
<td valign="top" align="center">0.141</td>
<td valign="top" align="center">2.859</td>
<td valign="top" align="center">1.532&#x02013;3.654</td>
<td valign="top" align="center">0.020</td>
</tr>
<tr>
<td valign="top" align="left">BMI &#x02265;24</td>
<td valign="top" align="center">0.655</td>
<td valign="top" align="center">0.102</td>
<td valign="top" align="center">2.194</td>
<td valign="top" align="center">1.126&#x02013;3.047</td>
<td valign="top" align="center">0.013</td>
</tr>
<tr>
<td valign="top" align="left">Presence of postoperative drainage catheter</td>
<td valign="top" align="center">0.829</td>
<td valign="top" align="center">0.266</td>
<td valign="top" align="center">2.706</td>
<td valign="top" align="center">1.830&#x02013;3.625</td>
<td valign="top" align="center">0.019</td>
</tr>
<tr>
<td valign="top" align="left">Duration of surgery &#x02265;120 min</td>
<td valign="top" align="center">0.644</td>
<td valign="top" align="center">0.183</td>
<td valign="top" align="center">1.973</td>
<td valign="top" align="center">1.285&#x02013;2.585</td>
<td valign="top" align="center">0.036</td>
</tr>
<tr>
<td valign="top" align="left">Postoperative VAS &#x02265;3</td>
<td valign="top" align="center">0.926</td>
<td valign="top" align="center">0.132</td>
<td valign="top" align="center">3.142</td>
<td valign="top" align="center">2.869&#x02013;3.704</td>
<td valign="top" align="center">0.007</td>
</tr></tbody>
</table>
</table-wrap>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Only 31.7% of the 268 neurosurgical patients achieved early ambulation, a figure that is substantially lower than the 50&#x02013;70 % reported after non-neurological surgery (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). This discrepancy underlines the unique physiological burden of intracranial procedures&#x02014;cerebral oedema, autonomic instability, and prolonged anesthetic wash-out&#x02014;together with a culture of cautious bed rest aimed at preventing intracranial hypertension (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). The low prevalence suggests that early ambulation should be adopted as an explicit quality-of-care metric for neurosurgical wards, analogous to enhanced recovery program in other specialties. Consistent with Shady et al. (<xref ref-type="bibr" rid="B10">10</xref>), our study emphasizes that nursing interventions&#x02014;such as standardized pain management, catheter care, and individualized ambulation plans&#x02014;are critical for improving early ambulation rates. Their framework for optimizing nursing care in intracranial surgery aligns with our proposed strategies, highlighting the need for nursing-led initiatives to address modifiable factors like pain and catheter-related immobility.</p>
<p>Age &#x02265; 60 years and BMI &#x02265;24 kg m?<sup>2</sup> independently doubled to tripled the odds of delayed ambulation. While chronological age is immutable, the associated sarcopenia and orthostatic intolerance can be mitigated. A 2-week pre-hospital &#x0201C;pre-rehabilitation&#x0201D; programme combining resistance training, protein supplementation, and orthostatic challenge has been shown to increase skeletal-muscle mass and reduce postoperative orthostatic hypotension in elderly oncological patients (<xref ref-type="bibr" rid="B17">17</xref>); a similar protocol merits pilot testing in neurosurgery. Obesity, conversely, is partially reversible. A 5 % preoperative weight loss, targeting visceral adiposity, improves respiratory mechanics and reduces the inflammatory milieu that delays mobilization (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). In the immediate postoperative period, use of powered standing hoists and wide-base walkers may overcome the biomechanical disadvantage imposed by excess weight while ensuring patient safety (<xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>Operations lasting &#x02265;120 min and the retention of postoperative drainage catheters were robust predictors of immobility. Prolonged surgery reflects both case complexity and anesthetic depth; intraoperative use of processed EEG-guided anesthesia (e.g., BIS 40&#x02013;60) reduces cumulative hypnotic dose and accelerates emergence, thereby shortening the time to first ambulation (<xref ref-type="bibr" rid="B21">21</xref>). Drainage catheters, although indispensable for hemorrhage surveillance, tether the patient to bed and amplify pain (<xref ref-type="bibr" rid="B22">22</xref>). A risk-stratified catheter protocol is proposed: low-risk cases (non-tumor, minimal brain manipulation) undergo early (&#x0003C; 24 h) removal after a negative CT scan, whereas high-risk cases receive a clamp-and-walk trial under continuous ICP monitoring (<xref ref-type="bibr" rid="B23">23</xref>). Adoption of smaller caliber, flexible drains and securement devices that permit greater range of motion may further reduce catheter-related immobility (<xref ref-type="bibr" rid="B24">24</xref>).</p>
<p>A VAS score &#x02265;3 conferred the highest odds of delayed ambulation, yet neurosurgical patients often receive suboptimal analgesia due to concerns about over sedation and interference with pupillary monitoring. Severe pain can induce muscle guarding, limit range of motion, and reduce patient compliance with ambulation protocols (<xref ref-type="bibr" rid="B25">25</xref>). Neurosurgical procedures, which often involve sensitive neural structures, may be particularly prone to causing significant postoperative pain, making effective analgesia a critical component of enhanced recovery after surgery in this patient population (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>). Early physiotherapy sessions scheduled 30 min after analgesic administration exploit the window of maximal pain relief, improving compliance and reducing fall risk (<xref ref-type="bibr" rid="B28">28</xref>).</p>
<p>To translate the identified risk factors into measurable clinical gains, a coherent perioperative strategy must weave together geriatric pre-conditioning, catheter stewardship, operative efficiency, precision analgesia and real-time interprofessional feedback (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>). Elderly or overweight patients should undergo pre-operative screening for sarcopenia and orthostatic tolerance. A graded resistance and balance programme&#x02014;beginning at the bedside and progressing to supervised ambulation within hours of extubation&#x02014;should follow this screening. In addition to weight optimization, postoperative mobility for obese patients can be facilitated by powered standing hoists and wide-base walkers, which overcome biomechanical disadvantages while ensuring safety. Drainage catheters should be secured with low-profile devices and removed as soon as intracranial imaging and ICP dynamics permit, thereby eliminating the physical and psychological tether that discourages movement (<xref ref-type="bibr" rid="B31">31</xref>). Evidence-based checklists, pre-operative simulation and coordinated turnover enable surgical teams to compress operative time while preserving oncological and vascular safety. This in turn mitigates the cumulative inflammatory burden associated with delayed ambulation (<xref ref-type="bibr" rid="B32">32</xref>). Post-operative pain should be pre-emptively targeted with scalp infiltration of long-acting local anesthetics, scheduled multimodal agents and opioid-sparing adjuvants titrated to maintain VAS &#x0003C; 3, ensuring that analgesia enhances rather than impedes participation in physiotherapy. Continuous input from surgeons, anaesthesiologists, nurses and physiotherapists&#x02014;facilitated by daily huddles and wearable accelerometry&#x02014;allows dynamic recalibration of ambulation goals, transforming early ambulation from an aspiration into a reproducible neurosurgical quality metric (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>). Besides, patients with cardiovascular, pulmonary, or metabolic comorbidities require stratified mobilization strategies. For example, those with heart failure may benefit from gradual orthostatic progression (sitting &#x02192; standing &#x02192; walking) with continuous haemodynamic monitoring, while patients with chronic obstructive pulmonary disease may need supplemental oxygen during ambulation to maintain SpO<sub>2</sub> &#x02265; 92%. Key factors for distinguishing suitable candidates for early ambulation include frailty indices (e.g., Clinical Frailty Scale), ASA physical status classification, and neurosurgical-specific risk scores (e.g., for hemorrhage or oedema risk). These metrics help identify patients for whom delayed mobilization may be safer, such as those with severe frailty (CFS &#x02265; 5) or ASA IV classification. It must be noted that multidisciplinary collaboration (surgeons, anaesthesiologists, nurses, physiotherapists, and geriatricians) is critical for these stratified decisions. Daily interprofessional huddles allow real-time assessment of comorbidity-related risks and adjustment of ambulation plans, ensuring safety and feasibility (<xref ref-type="bibr" rid="B35">35</xref>).</p>
<p>Several limitations warrant cautious interpretation of our findings. First, the single-center design and moderate sample size constrain external validity; practice patterns, referral criteria, and ethnic demographics specific to our tertiary neurosurgical institution may not be generalizable to other geographic regions or patient populations. Second, residual confounding remains plausible despite multivariable adjustment. Variables with potential implications for ambulation&#x02014;such as preoperative frailty indices and postoperative delirium&#x02014;were either incompletely documented or excluded from the analysis. Third, the observational nature of the study precludes definitive causal inference; unmeasured patient-level factors (e.g., psychosocial support, pain-coping mechanisms) and system-level variables (e.g., physiotherapist staffing ratios) may have introduced bias into the observed associations. Future multi-center prospective cohorts with larger, more heterogeneous populations are warranted to validate our risk model, which may enhance the translational potential of the proposed strategies in diverse clinical settings.</p>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusion</title>
<p>In conclusion, the present study aimed to analyze early postoperative ambulation rates and their influencing factors in neurosurgical patients. Among 268 enrolled patients, only 31.7% achieved early ambulation, with age &#x02265;60 years, BMI &#x02265;24 kg/m<sup>2</sup>, surgical duration &#x02265;120 min, postoperative drainage catheter retention, and VAS score &#x02265;3 identified as independent influencing factors. These findings underscore the need for targeted interventions to improve early ambulation implementation in neurosurgical practice. These findings suggest that the early ambulation is determined by multiple factors. They include the interplay of baseline physiological reserve, procedural complexity, and nociceptive load. Given the complex factors influencing early ambulation, it is essential to explore corresponding effective interventions. Firstly, to counteract frailty-related deconditioning, we should strengthen the assessment of patients&#x00027; physical conditions. Secondly, optimizing surgical efficiency can reduce the impact of surgical complexity on patients. Thirdly, we need to minimize catheter-associated immobility to promote patients&#x00027; mobility. Moreover, titrating multimodal analgesia is necessary to relieve patients&#x00027; pain and facilitate early ambulation.</p>
<p>In clinical practice, healthcare providers are advised to comprehensively evaluate patients&#x00027; baseline physiological reserve before surgery. For instance, conduct detailed physical function tests and nutritional status assessments. Based on the evaluation results, customize early ambulation plans for different patients. In future research, it is recommended to expand the sample size, cover a wider range of patient types, and conduct long&#x02014;term follow&#x02014;up to observe the long&#x02014;term impact of early ambulation on patient recovery. Explore more potential factors affecting early ambulation to improve the accuracy and comprehensiveness of the research.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="s7">
<title>Ethics statement</title>
<p>In this study, all methods were performed in accordance with the relevant guidelines and regulations. This study has been approved by the ethical committee of Suzhou Hospital, Affiliated Hospital of Medical School, Nanjing University (approval number: IRB2025065). And written informed consents had been obtained from all the included patients. 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="s8">
<title>Author contributions</title>
<p>YXu: Investigation, Writing &#x02013; original draft. XY: Investigation, Writing &#x02013; original draft. YXi: Investigation, Writing &#x02013; original draft. XQ: Investigation, Writing &#x02013; original draft.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s10">
<title>Generative AI statement</title>
<p>The author(s) declare that no Gen AI was 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="s11">
<title>Publisher&#x00027;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>
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