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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.2026.1735460</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>Dynamic trajectory of cerebral autoregulation recovery after carotid artery stenting in severe carotid stenosis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Xiaojuan</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Bo</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Guo</surname>
<given-names>Rong</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Xuke</given-names>
</name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3343623"/>
<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>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhu</surname>
<given-names>Mingrui</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Jiaxin</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Xiangnan</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lin</surname>
<given-names>Muhui</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2905946"/>
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<aff id="aff1"><label>1</label><institution>Department of Neurology, Dalian Medical University</institution>, <city>Dalian</city>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Neurology, The People&#x2019;s Hospital of Liaoning Province</institution>, <city>Shenyang</city>, <country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>Department of Clinical Neurophysiology, The People&#x2019;s Hospital of Liaoning Province</institution>, <city>Shenyang</city>, <country country="cn">China</country></aff>
<aff id="aff4"><label>4</label><institution>Department of Neurology, Bengbu Medical College</institution>, <state>Anhui</state>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Muhui Lin, <email xlink:href="mailto:lcllmh@126.com">lcllmh@126.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-06">
<day>06</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1735460</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>10</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>09</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Wang, Li, Guo, Zhang, Zhu, Liu, Li and Lin.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Wang, Li, Guo, Zhang, Zhu, Liu, Li and Lin</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-06">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>Objective</title>
<p>To investigate the temporal changes and recovery patterns of dynamic cerebral autoregulation (dCA) after carotid artery stenting (CAS) in patients with severe internal carotid artery stenosis.</p>
</sec>
<sec>
<title>Methods</title>
<p>In this prospective study, 44 patients undergoing CAS (19 symptomatic and 25 asymptomatic) and 44 age-matched healthy controls were enrolled. Patients in the CAS group underwent dCA assessments at four time points: pre-CAS (baseline, within 24&#x202F;h prior to surgery), postoperative day 1 (POD 1), postoperative day 3 (POD 3), and 1&#x202F;month postoperatively (POM 1). dCA was quantified using transfer function analysis (TFA), including phase difference (PD) and gain, to evaluate dCA.</p>
</sec>
<sec>
<title>Results</title>
<p>Pre-CAS, patients had bilateral dCA impairment, worse on the affected (stenotic) side (PD: affected side: 30.56&#x202F;&#x00B1;&#x202F;19.87&#x00B0; vs. unaffected side: 43.29&#x202F;&#x00B1;&#x202F;23.29&#x00B0;, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001; both lower than healthy controls at 52.96&#x202F;&#x00B1;&#x202F;14.82&#x00B0;, affected side: <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001, unaffected side: <italic>p</italic>&#x202F;=&#x202F;0.019). After CAS, dCA recovered rapidly. The affected side&#x2019;s PD improved to the unaffected (non-stenotic) level by day 1 (POD 1 PD: affected side: 36.94&#x202F;&#x00B1;&#x202F;20.59&#x00B0;, unaffected side: 41.69&#x202F;&#x00B1;&#x202F;23.29&#x00B0;, <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05), and both sides reached the level of healthy controls by day 3 (POD 3 PD: affected side: 47.71&#x202F;&#x00B1;&#x202F;23.64&#x00B0;, unaffected side: 51.07&#x202F;&#x00B1;&#x202F;24.43&#x00B0;, <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05). The recovery trajectory was consistent between symptomatic and asymptomatic subgroups and aligned with the overall patient cohort.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Unilateral severe carotid stenosis impairs bilateral dCA, while CAS significantly restores cerebral autoregulation. Recovery is faster on the affected side, reaching the unaffected level within 1&#x202F;day, and both hemispheres reach healthy control levels by day 3. Early CAS intervention can timely improve dCA regardless of symptom status.</p>
</sec>
</abstract>
<kwd-group>
<kwd>carotid artery stenting</kwd>
<kwd>dynamic cerebral autoregulation</kwd>
<kwd>internal carotid artery</kwd>
<kwd>surgery</kwd>
<kwd>time course</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This research was funded by the Clinical Medical Research Center for Neurology, under Grant No. 201728.</funding-statement>
</funding-group>
<counts>
<fig-count count="4"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="30"/>
<page-count count="10"/>
<word-count count="5953"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Endovascular and Interventional Neurology</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Carotid artery stenosis is a major contributor to ischemic stroke, accounting for 15&#x2013;20% of cases (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). Progressive narrowing not only heightens the risk of ischemia but also impairs dynamic cerebral autoregulation (dCA), the brain&#x2019;s ability to stabilize cerebral blood flow (CBF) despite fluctuations in arterial pressure (<xref ref-type="bibr" rid="ref2 ref3 ref4 ref5">2&#x2013;5</xref>). In patients managed with medical therapy alone, approximately 26% of stenotic arteries progress to complete occlusion within 2&#x202F;years of follow-up, markedly increasing stroke risk (<xref ref-type="bibr" rid="ref6">6</xref>). Revascularization strategies, such as carotid artery stenting (CAS) or carotid endarterectomy (CEA), effectively restore cerebral hemodynamics and reduce the incidence of ischemic events (<xref ref-type="bibr" rid="ref7 ref8 ref9">7&#x2013;9</xref>).</p>
<p>dCA is central to cerebrovascular homeostasis. By adjusting arteriolar tone, it buffers changes in cerebral perfusion pressure (CPP), thereby limiting the impact on CBF and preventing hypoperfusion or hyperperfusion injury (<xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref11">11</xref>). Evidence indicates that dCA is impaired in carotid stenosis and that impairment correlates with stenosis severity (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref12">12</xref>). This dysfunction may predispose patients to perioperative hyperperfusion or acute ischemic complications (<xref ref-type="bibr" rid="ref13 ref14 ref15">13&#x2013;15</xref>). While prior studies suggest that CAS enhances dCA and that recovery after CEA is delayed but evident by 1&#x202F;month (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref8">8</xref>), the longitudinal course of dCA after CAS remains poorly defined.</p>
<p>The lack of clarity regarding postoperative dCA dynamics constrains blood pressure management and risk prediction. To address this gap, we systematically examined dCA at multiple time points before and after CAS. In addition, we compared recovery trajectories between the stenotic and contralateral hemispheres and between symptomatic and asymptomatic patients, aiming to delineate subgroup-specific patterns of dCA restoration.</p>
</sec>
<sec sec-type="methods" id="sec2">
<label>2</label>
<title>Methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Participants and study design</title>
<p>This prospective study was approved by the Ethics Committee of Liaoning Provincial People&#x2019;s Hospital (approval number: 201728). All participants provided written informed consent and could withdraw at any time.</p>
<p>Between December 2024 and July 2025, patients scheduled for CAS were consecutively recruited. Inclusion criteria were: 1. Unilateral internal carotid artery stenosis of 70&#x2013;99% confirmed by carotid ultrasound (Delica, Shenzhen, China) and validated with computed tomographic angiography (CTA) or digital subtraction angiography (DSA); 2. Eligible for CAS and willing to undergo the procedure; 3. Adequate bilateral temporal bone windows for Transcranial Doppler (TCD; MultiDop X2, DWL, Sipplingen, Germany) monitoring, with clear waveforms; 4. Signed informed consent. Exclusion criteria included: 1. Need for emergent CAS, or evidence of cerebral infarction with hemorrhagic transformation, or intracranial vascular malformations/aneurysms; 2. Contralateral carotid artery or middle cerebral artery (MCA) stenosis &#x2265;70% or occlusion, as MCA stenosis &#x2265;70% is considered hemodynamically significant and may influence cerebral autoregulation assessment (<xref ref-type="bibr" rid="ref2">2</xref>); 3. Conditions potentially affecting dCA assessment (e.g., anxiety, depression, impaired consciousness, agitation); 4. Poor temporal window or difficulty securing TCD probe; 5. Life expectancy &#x003C;1&#x202F;month or inability to complete the study; 6. Poor compliance with follow-up or treatment; 7. dCA data with coherence &#x003C; 0.14.</p>
<p>An age-matched healthy control group without moderate or severe carotid stenosis was recruited for comparison. To ensure data comparability, exclusion criteria were applied based on items 3, 4, and 7 above.</p>
<p>Baseline clinical data, including age, sex, smoke, drank, hypertension, diabetes, and dyslipidemia, were collected. dCA measurements in the CAS group were performed at four time points: pre-CAS (baseline, within 24&#x202F;h prior to surgery), postoperative day 1 (POD1), postoperative day 3 (POD 3), and 1&#x202F;month postoperatively (POM 1). Controls underwent a single assessment.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>dCA assessment</title>
<p>Measurements were performed in a quiet room (22&#x2013;24&#x202F;&#x00B0;C) after 10&#x2013;15&#x202F;min of rest. Continuous arterial blood pressure was recorded using a servo-controlled volume-clamp device (Finometer Model 1, FMS, Amsterdam, Netherlands) with the finger cuff at heart level.</p>
<p>TCD with 2&#x202F;MHz probes was used through bilateral temporal windows to measure middle cerebral artery blood flow velocity at 45&#x2013;60&#x202F;mm depth. End-tidal carbon dioxide (EtCO<sub>2</sub>) was monitored using a near-infrared spectroscopy-based capnograph. Once stable waveforms were obtained, probes were fixed in a head frame to maintain consistent position and depth. Following calibration, continuous data were recorded for &#x2265;10&#x202F;min and stored for analysis. All measurements were performed by a single operator. To assess the intra-rater reliability of the TCD-based measurements, a random subset of 10 participants underwent a repeat assessment by the same operator within a 1-week interval. The intraclass correlation coefficient (ICC) for the key dCA parameter, phase difference in the very low frequency band, was calculated using a two-way random-effects model for absolute agreement. The ICC was 0.87 (95% CI: 0.82&#x2013;0.91), indicating excellent reliability.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>dCA data analysis</title>
<p>Stable 10-min segments of arterial blood pressure (ABP) and cerebral blood flow velocity (CBFV) signals were analyzed using transfer function analysis (TFA). Parameters calculated included phase, gain, and coherence across very low frequency (VLF, 0.02&#x2013;0.07&#x202F;Hz), low frequency (LF, 0.07&#x2013;0.20&#x202F;Hz), and high frequency (HF, 0.20&#x2013;0.50&#x202F;Hz) bands (<xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref17">17</xref>). Bilateral results were averaged.</p>
<p>Phase reflects the temporal shift between ABP (input) and CBFV (output), gain indicates damping, higher phase and lower gain indicate better dCA function, with phase considered the most reliable metric (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref18">18</xref>). Coherence was used to evaluate signal reliability as a key metric for assessing the outcome of transfer function analysis. Guided by the methodological standards proposed in the white paper of the International Cerebral Autoregulation Research Network (CARNet), a coherence threshold &#x003E;0.14 was adopted as the statistical criterion for data inclusion: this threshold corresponded to approximately 13 effective data segments (degrees of freedom) obtained from 10-min signals processed using standardized spectral analysis (window length 102.4&#x202F;s, 50% overlap) and indicated statistical significance at the <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 level. Data with coherence &#x003C;0.14 were excluded (<xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref17">17</xref>).</p>
<p>VLF band primarily reflects myogenic activity and slow sympathetic regulation, and demonstrates heightened sensitivity in chronic cerebrovascular pathologies such as carotid artery disease and stroke. Therefore, the analysis focused primarily on VLF parameters (<xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref19">19</xref>).</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Statistical analysis</title>
<p>Statistical analyses were conducted using IBM SPSS Statistics (27.0 SPSS; IBM Corp, West Grove, PA, USA). Normality was assessed with the Kolmogorov&#x2013;Smirnov test. Normally distributed data are reported as mean &#x00B1; SD and compared with independent <italic>t</italic>-tests; non-normal data are presented as median (interquartile range, IQR) and compared with the Mann&#x2013;Whitney <italic>U</italic> test. Categorical variables are expressed as percentages and compared using <italic>&#x03C7;</italic><sup>2</sup> test.</p>
<p>Repeated-measures ANOVA (RM-ANOVA) was applied to compare dCA parameters across time points and between affected and unaffected sides, with time and side as repeated factors. Paired <italic>t</italic>-tests with Bonferroni correction were used for side-by-side comparisons at each time point. RM-ANOVA was also employed to examine differences between symptomatic and asymptomatic patients over time. A <italic>p</italic>-value&#x202F;&#x003C;&#x202F;0.05 was considered statistically significant. The &#x2018;interaction effect&#x2019; in repeated-measures ANOVA was used to examine whether the effect of one factor (e.g., time) on the outcome variable was dependent on another factor (e.g., affected/unaffected side or symptomatic grouping). A significant interaction (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) indicated that the effects of the two factors were not independent, meaning that the pattern of one factor&#x2019;s influence differed across the levels of the other factor.</p>
</sec>
</sec>
<sec sec-type="results" id="sec7">
<label>3</label>
<title>Results</title>
<p>After rigorous screening, as detailed in the flowchart (<xref ref-type="fig" rid="fig1">Figure 1</xref>), a total of 44 patients who met the inclusion criteria for CAS were enrolled and completed dCA monitoring at four time points. The CAS group had a mean age of 65.34&#x202F;&#x00B1;&#x202F;7.47&#x202F;years and included 42 men. Among them, 19 patients experienced hemispheric ischemic events within the past 30&#x202F;days (6 transient ischemic attacks [TIA] and 13 ischemic strokes), classified as symptomatic stenosis, while the remaining 25 patients had asymptomatic stenosis.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Flow diagram of included studies. N, number.</p>
</caption>
<graphic xlink:href="fneur-17-1735460-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart detailing participant selection and assessment in a study. Out of 216 enrolled, 128 were excluded for reasons such as poor temporal window and compliance issues. Eighty-eight were included, split into healthy controls (44) who underwent one dCA assessment, and a treatment group (44) undergoing pre-CAS and postoperative assessments on specified days. Baseline clinical data was also collected.</alt-text>
</graphic>
</fig>
<p>Following CAS, one patient exhibited hyperperfusion on ultrasound without clinical symptoms, and no new ischemic events occurred during the 1-month follow-up.</p>
<p>For comparison, 44 age-matched healthy controls (mean age 64.95&#x202F;&#x00B1;&#x202F;7.92&#x202F;years, all male) were included. Participant characteristics are summarized in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Clinical characteristics of participants.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Variables</th>
<th align="center" valign="top">Total</th>
<th align="center" valign="top">Symptomatic</th>
<th align="center" valign="top">Asymptomatic</th>
<th align="center" valign="top">Controls</th>
<th align="center" valign="top" rowspan="2"><italic>P</italic><sub>1</sub></th>
<th align="center" valign="top" rowspan="2"><italic>P</italic><sub>2</sub></th>
</tr>
<tr>
<th align="center" valign="top"><italic>N</italic> =&#x202F;44</th>
<th align="center" valign="top"><italic>N</italic> =&#x202F;19</th>
<th align="center" valign="top"><italic>N</italic> =&#x202F;25</th>
<th align="center" valign="top"><italic>N</italic> =&#x202F;44</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Age,y</td>
<td align="center" valign="top">65.34&#x202F;&#x00B1;&#x202F;7.47</td>
<td align="center" valign="top">62.68&#x202F;&#x00B1;&#x202F;8.62</td>
<td align="center" valign="top">67.36&#x202F;&#x00B1;&#x202F;5.86</td>
<td align="center" valign="top">64.95&#x202F;&#x00B1;&#x202F;7.92</td>
<td align="char" valign="top" char=".">0.814</td>
<td align="char" valign="top" char=".">0.130</td>
</tr>
<tr>
<td align="left" valign="top">Gender (male)</td>
<td align="center" valign="top">42 (95.5%)</td>
<td align="center" valign="top">18 (94.7%)</td>
<td align="center" valign="top">24 (96.0%)</td>
<td align="center" valign="top">44 (100%)</td>
<td align="char" valign="top" char=".">0.494</td>
<td align="char" valign="top" char=".">0.247</td>
</tr>
<tr>
<td align="left" valign="top">Smoke</td>
<td align="center" valign="top">27 (61.4%)</td>
<td align="center" valign="top">13 (68.4%)</td>
<td align="center" valign="top">14 (56.0%)</td>
<td align="center" valign="top">23 (52.3%)</td>
<td align="char" valign="top" char=".">0.389</td>
<td align="char" valign="top" char=".">0.492</td>
</tr>
<tr>
<td align="left" valign="top">Drink</td>
<td align="center" valign="top">27 (61.4%)</td>
<td align="center" valign="top">13 (68.4%)</td>
<td align="center" valign="top">14 (56.0%)</td>
<td align="center" valign="top">22 (50.0%)</td>
<td align="char" valign="top" char=".">0.283</td>
<td align="char" valign="top" char=".">0.401</td>
</tr>
<tr>
<td align="left" valign="top">Hypertension</td>
<td align="center" valign="top">26 (59.1%)</td>
<td align="center" valign="top">9 (47.4%)</td>
<td align="center" valign="top">17 (68.0%)</td>
<td align="center" valign="top">24 (54.5%)</td>
<td align="char" valign="top" char=".">0.667</td>
<td align="char" valign="top" char=".">0.357</td>
</tr>
<tr>
<td align="left" valign="top">Diabetes</td>
<td align="center" valign="top">20 (45.5%)</td>
<td align="center" valign="top">6 (31.6%)</td>
<td align="center" valign="top">14 (56.0%)</td>
<td align="center" valign="top">15 (34.1%)</td>
<td align="char" valign="top" char=".">0.276</td>
<td align="char" valign="top" char=".">0.144</td>
</tr>
<tr>
<td align="left" valign="top">Dyslipidemia</td>
<td align="center" valign="top">5 (11.4%)</td>
<td align="center" valign="top">3 (15.8%)</td>
<td align="center" valign="top">2 (8.0%)</td>
<td align="center" valign="top">10 (22.7%)</td>
<td align="char" valign="top" char=".">0.156</td>
<td align="char" valign="top" char=".">0.346</td>
</tr>
<tr>
<td align="left" valign="top">Previous stroke</td>
<td align="center" valign="top">15 (34.1%)</td>
<td align="center" valign="top">4 (21.1%)</td>
<td align="center" valign="top">11 (44.0%)</td>
<td align="center" valign="top">11 (25.0%)</td>
<td align="char" valign="top" char=".">0.350</td>
<td align="char" valign="top" char=".">0.165</td>
</tr>
<tr>
<td align="left" valign="middle">Previous heartdisease</td>
<td align="center" valign="top">7 (15.9%)</td>
<td align="center" valign="top">3 (15.8%)</td>
<td align="center" valign="top">4 (16.0%)</td>
<td align="center" valign="top">5 (11.4%)</td>
<td align="char" valign="top" char=".">0.534</td>
<td align="char" valign="top" char=".">0.776</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Data are presented as <italic>n</italic> (%) or mean&#x202F;&#x00B1;&#x202F;SD. <italic>P</italic><sub>1</sub> values are for differences between total patients and controls. <italic>P</italic><sub>2</sub> values are for differences among symptomatic stenosis patients, asymptomatic stenosis patients, and controls.</p>
<p>Effect size: Standardized Mean Difference (SMD) was calculated to quantify the magnitude of between-group differences for key baseline variables between the total patient group and healthy controls. For continuous variables (e.g., Age), Cohen&#x2018;s d was used; for binary variables, the Phi coefficient was used. SMD values are presented with 95% confidence intervals (CI). Conventionally, |SMD|&#x202F;&#x003C;&#x202F;0.2 indicates a negligible difference, 0.2&#x2013;0.5 a small difference, 0.5&#x2013;0.8 a moderate difference, and &#x2265;0.8 a large difference. The SMD for Age was 0.05 (95% CI: &#x2212;0.37 to 0.47).</p>
</table-wrap-foot>
</table-wrap>
<p><xref ref-type="table" rid="tab2">Table 2</xref> presents the repeated-measures summary of dCA parameters across different sides (affected vs. unaffected) and time points. The data indicate that PD changed over time, with distinct temporal trends observed between the affected and unaffected sides.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Summary of repeated measurements for different parameters of dCA across different sides and time points.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th rowspan="2">Parameter</th>
<th align="center" valign="top" colspan="2">Time</th>
<th align="center" valign="top" colspan="2">Different sides</th>
<th align="center" valign="top" colspan="2">Interaction</th>
</tr>
<tr>
<th align="center" valign="top"><italic>F</italic></th>
<th align="center" valign="top"><italic>P</italic></th>
<th align="center" valign="top"><italic>F</italic></th>
<th align="center" valign="top"><italic>P</italic></th>
<th align="center" valign="top"><italic>F</italic></th>
<th align="center" valign="top"><italic>P</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Phase difference (degree)</td>
<td align="char" valign="middle" char=".">17.741</td>
<td align="center" valign="middle">0.001&#x002A;&#x002A;&#x002A;</td>
<td align="char" valign="middle" char=".">2.296</td>
<td align="char" valign="middle" char=".">0.133</td>
<td align="char" valign="middle" char=".">1.613</td>
<td align="char" valign="middle" char=".">0.195</td>
</tr>
<tr>
<td align="left" valign="top">Gain (%/mmHg)</td>
<td align="char" valign="middle" char=".">9.892</td>
<td align="center" valign="middle">&#x003C;0.001&#x002A;&#x002A;&#x002A;</td>
<td align="char" valign="middle" char=".">4.740</td>
<td align="char" valign="middle" char=".">0.032&#x002A;</td>
<td align="char" valign="middle" char=".">4.167</td>
<td align="char" valign="middle" char=".">0.027&#x002A;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>dCA, dynamic cerebral autoregulation. The interaction (Side &#x00D7; Time) tested whether the trajectories of dCA parameters over time were consistent between the affected and unaffected sides. A significant interaction (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) indicates different recovery patterns between sides, meaning the effect of time depends on the side (affected vs. unaffected).</p>
<p>&#x201C;&#x002A;&#x201D; denotes <italic>P</italic>&#x202F;&#x003C;&#x202F;0.05. &#x201C;&#x002A;&#x002A;&#x201D; denotes <italic>p</italic>&#x202F;&#x2264;&#x202F;0.01. &#x201C;&#x002A;&#x002A;&#x002A;&#x201D; denotes <italic>p</italic>&#x202F;&#x2264;&#x202F;0.001.</p>
</table-wrap-foot>
</table-wrap>
<sec id="sec8">
<label>3.1</label>
<title>CAS-related temporal changes in dCA parameters</title>
<p>The temporal changes of dCA parameters are summarized in <xref ref-type="table" rid="tab3">Table 3</xref> and <xref ref-type="fig" rid="fig2">Figure 2</xref>. Compared with healthy controls, patients undergoing CAS exhibited significantly lower PD on both the affected and unaffected sides before CAS and on POD 1 (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). On POD 3, PD values on both sides showed no significant difference from controls.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Time course of dCA before and after CAS.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Total<break/>(<italic>N</italic> =&#x202F;44)</th>
<th align="center" valign="top" colspan="6">Patients with CAS</th>
<th align="center" valign="top" rowspan="2">Controls<break/>(<italic>N</italic> =&#x202F;44)</th>
</tr>
<tr>
<th align="center" valign="top">Baseline<break/>(<italic>N</italic> =&#x202F;44)</th>
<th align="center" valign="top">POD1<break/>(<italic>N</italic> =&#x202F;44)</th>
<th align="center" valign="top">POD 3<break/>(<italic>N</italic> =&#x202F;44)</th>
<th align="center" valign="top">POM 1<break/>(<italic>N</italic> =&#x202F;44)</th>
<th align="center" valign="top"><italic>F</italic></th>
<th align="center" valign="top"><italic>P</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top"><bold>Phase difference (degree)</bold></td>
<td align="center" valign="middle"><bold>52.96&#x202F;&#x00B1;&#x202F;14.82</bold></td>
</tr>
<tr>
<td align="left" valign="top">Affected side</td>
<td align="center" valign="middle">30.56&#x202F;&#x00B1;&#x202F;19.87<sup>ab</sup></td>
<td align="center" valign="middle">36.94&#x202F;&#x00B1;&#x202F;20.59<sup>b</sup></td>
<td align="center" valign="middle">47.71&#x202F;&#x00B1;&#x202F;23.64<sup>c</sup></td>
<td align="center" valign="middle">51.41&#x202F;&#x00B1;&#x202F;20.42<sup>c</sup></td>
<td align="char" valign="middle" char=".">15.52</td>
<td align="center" valign="middle">&#x003C;0.001&#x002A;&#x002A;&#x002A;</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Unaffected side</td>
<td align="center" valign="middle">43.29&#x202F;&#x00B1;&#x202F;23.29<sup>b</sup></td>
<td align="center" valign="middle">41.69&#x202F;&#x00B1;&#x202F;23.29<sup>b</sup></td>
<td align="center" valign="middle">51.07&#x00B1;24.43</td>
<td align="center" valign="middle">54.17&#x202F;&#x00B1;&#x202F;24.01<sup>c</sup></td>
<td align="char" valign="middle" char=".">4.939</td>
<td align="center" valign="middle">0.006&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top"><bold>Gain (%mmHg)</bold></td>
<td align="center" valign="middle"><bold>0.59&#x202F;&#x00B1;&#x202F;0.12</bold></td>
</tr>
<tr>
<td align="left" valign="top">Affected side</td>
<td align="center" valign="middle">0.53&#x202F;&#x00B1;&#x202F;0.25</td>
<td align="center" valign="middle">0.84&#x202F;&#x00B1;&#x202F;0.58<sup>bc</sup></td>
<td align="center" valign="middle">0.68&#x00B1;0.31<sup>c</sup></td>
<td align="center" valign="middle">0.59&#x202F;&#x00B1;&#x202F;0.24</td>
<td align="char" valign="middle" char=".">8.135</td>
<td align="center" valign="middle">0.001&#x002A;&#x002A;&#x002A;</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Unaffected side</td>
<td align="center" valign="middle">0.60&#x202F;&#x00B1;&#x202F;0.26</td>
<td align="center" valign="middle">0.77&#x00B1;0.51<sup>bc</sup></td>
<td align="center" valign="middle">0.72&#x202F;&#x00B1;&#x202F;0.53</td>
<td align="center" valign="middle">0.62&#x202F;&#x00B1;&#x202F;0.28</td>
<td align="char" valign="middle" char=".">3.324</td>
<td align="center" valign="middle">0.041&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top"><bold>Coherence</bold></td>
<td align="center" valign="middle"><bold>0.64 (0.049)</bold></td>
</tr>
<tr>
<td align="left" valign="top">Affected side</td>
<td align="center" valign="middle">0.65 (0.098)</td>
<td align="center" valign="middle">0.64 (0.050)</td>
<td align="center" valign="middle">0.66 (0.078)</td>
<td align="center" valign="middle">0.66 (0.068)</td>
<td align="char" valign="middle" char=".">1.177</td>
<td align="center" valign="middle">0.319</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Unaffected side</td>
<td align="center" valign="middle">0.64 (0.055)</td>
<td align="center" valign="middle">0.65 (0.040)</td>
<td align="center" valign="middle">0.66 (0.075)</td>
<td align="center" valign="middle">0.66 (0.078)</td>
<td align="char" valign="middle" char=".">1.162</td>
<td align="center" valign="middle">0.327</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>CAS, carotid artery stenting; dCA, dynamic cerebral autoregulation.</p>
<p>&#x201C;&#x002A;&#x201D; denotes <italic>P</italic>&#x202F;&#x003C;&#x202F;0.05. &#x201C;&#x002A;&#x002A;&#x201D; denotes <italic>P</italic>&#x202F;&#x2264;&#x202F;0.01. &#x201C;&#x002A;&#x002A;&#x002A;&#x201D; denotes <italic>P</italic>&#x202F;&#x2264;&#x202F;0.001.</p>
<p><sup>a</sup><italic>P</italic>&#x202F;&#x003C;&#x202F;0.05 compared with unaffected side.</p>
<p><sup>b</sup><italic>P</italic>&#x202F;&#x003C;&#x202F;0.05 compared with controls.</p>
<p><sup>c</sup><italic>P</italic>&#x202F;&#x003C;&#x202F;0.05 compared with baseline.</p>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Time course of dCA before and after CAS. CAS, carotid artery stenting; dCA, dynamic cerebral autoregulation. &#x201C;&#x002A;&#x201D; denotes <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05. &#x002A;&#x002A; denotes <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01. &#x201C;&#x002A;&#x002A;&#x002A;&#x201D; denotes <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001.</p>
</caption>
<graphic xlink:href="fneur-17-1735460-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Line graphs and bar charts depicting phase difference and gain for controls, affected side, and unaffected side across time points Baseline, POD 1, POD 3, and POM 1. Blue lines/bars represent controls, red for the affected side, and green for the unaffected side. Significant differences are indicated by asterisks.</alt-text>
</graphic>
</fig>
<p>Repeated measures analysis revealed significant temporal changes in PD (affected side: <italic>F</italic>&#x202F;=&#x202F;15.520, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001; unaffected side: <italic>F</italic>&#x202F;=&#x202F;4.939, <italic>p</italic>&#x202F;=&#x202F;0.006). Relative to baseline, PD of affected side increased significantly at POD 3 (47.71&#x202F;&#x00B1;&#x202F;23.64&#x00B0; vs. 30.56&#x202F;&#x00B1;&#x202F;19.87&#x00B0;, <italic>p</italic>&#x202F;=&#x202F;0.001) and further at POM 1 (51.41&#x202F;&#x00B1;&#x202F;20.42&#x00B0; vs. 30.56&#x202F;&#x00B1;&#x202F;19.87&#x00B0;, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). PD of unaffected side was significantly higher at 1&#x202F;month compared with baseline (54.17&#x202F;&#x00B1;&#x202F;24.01&#x00B0; vs. 43.29&#x202F;&#x00B1;&#x202F;23.29&#x00B0;, <italic>p</italic>&#x202F;=&#x202F;0.002).</p>
<p>Regarding gain values, on the affected side, gain increased significantly at POD 1 compared with baseline (0.84&#x202F;&#x00B1;&#x202F;0.58 vs. 0.53&#x202F;&#x00B1;&#x202F;0.25, <italic>p</italic>&#x202F;=&#x202F;0.005), on the unaffected side, gain increased significantly at POD 1 compared with baseline (0.77&#x202F;&#x00B1;&#x202F;0.51 vs. 0.60&#x202F;&#x00B1;&#x202F;0.26, <italic>p</italic>&#x202F;=&#x202F;0.025), followed by a gradual decrease over subsequent time points, indicating a trend toward recovery.</p>
</sec>
<sec id="sec9">
<label>3.2</label>
<title>Comparison of dCA between the affected and unaffected sides</title>
<p>The dCA parameters for the affected and unaffected sides are summarized in <xref ref-type="table" rid="tab3">Table 3</xref>. At baseline, the PD on the affected side was significantly lower than that on the unaffected side (30.56&#x202F;&#x00B1;&#x202F;19.87&#x00B0; vs. 43.29&#x202F;&#x00B1;&#x202F;23.29&#x00B0;, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). No significant differences in PD were observed between the two sides at POD 1 (36.94&#x202F;&#x00B1;&#x202F;20.59&#x00B0; vs. 41.69&#x202F;&#x00B1;&#x202F;23.29&#x00B0;), POD 3 (47.71&#x202F;&#x00B1;&#x202F;23.64&#x00B0; vs. 51.07&#x202F;&#x00B1;&#x202F;24.43&#x00B0;), or POM 1 (51.41&#x202F;&#x00B1;&#x202F;20.42&#x00B0; vs. 54.17&#x202F;&#x00B1;&#x202F;24.01&#x00B0;) (all <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05).</p>
<p>Gain values at all four time points also did not differ significantly between the affected and unaffected sides (all <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05).</p>
</sec>
<sec id="sec10">
<label>3.3</label>
<title>Dynamic cerebral autoregulation across time in symptomatic and asymptomatic stenosis patients</title>
<p>Repeated measures of dCA parameters for both hemispheres across different time points in symptomatic and asymptomatic stenosis patients are summarized in <xref ref-type="table" rid="tab4">Table 4</xref>. Statistical analysis showed significant differences in PD between groups (affected side: <italic>F</italic>&#x202F;=&#x202F;16.845, <italic>P</italic>&#x202F;=&#x202F;&#x003C;0.001; unaffected side: <italic>F</italic>&#x202F;=&#x202F;4.893, <italic>p</italic>&#x202F;=&#x202F;0.007), and no significant group-by-time interaction was observed (affected side: <italic>F</italic>&#x202F;=&#x202F;2.028, <italic>p</italic>&#x202F;=&#x202F;0.113; unaffected side: <italic>F</italic>&#x202F;=&#x202F;1.057, <italic>p</italic>&#x202F;=&#x202F;0.358). Statistical analysis showed significant differences in Gain between groups (affected side: <italic>F</italic>&#x202F;=&#x202F;9.823, <italic>P</italic>&#x202F;=&#x202F;&#x003C;0.001; unaffected side: <italic>F</italic>&#x202F;=&#x202F;3.585, <italic>p</italic>&#x202F;=&#x202F;0.033), and a significant group-by-time interaction was observed at affected side (<italic>F</italic>&#x202F;=&#x202F;3.398, <italic>p</italic>&#x202F;=&#x202F;0.049); there is no significant group-by-time interaction was observed at affected side at unaffected side (<italic>F</italic>&#x202F;=&#x202F;1.193, <italic>p</italic>&#x202F;=&#x202F;0.308).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Summary of repeated measurements for different parameters of dCA across time points and patients in different groups (symptomatic stenosis patients and asymptomatic stenosis patients).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th rowspan="2">Parameter</th>
<th align="center" valign="top" colspan="2">Time</th>
<th align="center" valign="top" colspan="2">Different groups</th>
<th align="center" valign="top" colspan="2">Interaction</th>
</tr>
<tr>
<th align="center" valign="top"><italic>F</italic></th>
<th align="center" valign="top"><italic>P</italic></th>
<th align="center" valign="top"><italic>F</italic></th>
<th align="center" valign="top"><italic>P</italic></th>
<th align="center" valign="top"><italic>F</italic></th>
<th align="center" valign="top"><italic>P</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="7"><bold>Phase difference (degree)</bold></td>
</tr>
<tr>
<td align="left" valign="top">Affected side</td>
<td align="char" valign="middle" char=".">16.845</td>
<td align="center" valign="middle">&#x003C;0.001&#x002A;&#x002A;&#x002A;</td>
<td align="char" valign="middle" char=".">0.154</td>
<td align="char" valign="middle" char=".">0.696</td>
<td align="char" valign="middle" char=".">2.028</td>
<td align="char" valign="middle" char=".">0.113</td>
</tr>
<tr>
<td align="left" valign="top">Unaffected side</td>
<td align="char" valign="middle" char=".">4.893</td>
<td align="center" valign="middle">0.007&#x002A;&#x002A;</td>
<td align="char" valign="middle" char=".">1.224</td>
<td align="char" valign="middle" char=".">0.271</td>
<td align="char" valign="middle" char=".">1.057</td>
<td align="char" valign="middle" char=".">0.358</td>
</tr>
<tr>
<td align="left" valign="top" colspan="7"><bold>Gain (%/mmHg)</bold></td>
</tr>
<tr>
<td align="left" valign="top">Affected side</td>
<td align="char" valign="middle" char=".">9.823</td>
<td align="center" valign="middle">&#x003C;0.001&#x002A;&#x002A;&#x002A;</td>
<td align="char" valign="middle" char=".">0.004&#x002A;&#x002A;</td>
<td align="char" valign="middle" char=".">0.949</td>
<td align="char" valign="middle" char=".">3.398</td>
<td align="char" valign="middle" char=".">0.049&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">Unaffected side</td>
<td align="char" valign="middle" char=".">3.585</td>
<td align="center" valign="middle">0.033&#x002A;</td>
<td align="char" valign="middle" char=".">0.001&#x002A;&#x002A;&#x002A;</td>
<td align="char" valign="middle" char=".">0.972</td>
<td align="char" valign="middle" char=".">1.193</td>
<td align="char" valign="middle" char=".">0.308</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>dCA, dynamic cerebral autoregulation. The interaction (Group &#x00D7; Time) tested whether the trajectories of dCA parameters over time were consistent between symptomatic and asymptomatic patients. A significant interaction (<italic>P</italic>&#x202F;&#x003C;&#x202F;0.05) indicates different recovery patterns between groups, meaning the effect of time depends on symptomatic status.</p>
<p>&#x201C;&#x002A;&#x201D; denotes <italic>P</italic>&#x202F;&#x003C;&#x202F;0.05. &#x201C;&#x002A;&#x002A;&#x201D; denotes <italic>p</italic>&#x202F;&#x2264;&#x202F;0.01. &#x201C;&#x002A;&#x002A;&#x002A;&#x201D; denotes <italic>p</italic>&#x202F;&#x2264;&#x202F;0.001.</p>
</table-wrap-foot>
</table-wrap>
<p>Further separate analysis of symptomatic and asymptomatic stenosis patients revealed that the changes in PD over time were similar in both groups for affected and unaffected hemispheres (<xref ref-type="table" rid="tab5">Table 5</xref>), consistent with the results for the entire cohort. In both groups, affected PD increased by POD 3 compared with healthy controls.</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Time course of dCA before and after CAS between symptomatic stenosis patients and asymptomatic stenosis patients.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Total (<italic>N</italic> =&#x202F;44)</th>
<th align="center" valign="top">Baseline (<italic>N</italic> =&#x202F;44)</th>
<th align="center" valign="top">POD 1 (<italic>N</italic> =&#x202F;44)</th>
<th align="center" valign="top">POD 3 (<italic>N</italic> =&#x202F;44)</th>
<th align="center" valign="top">POM 1 (<italic>N</italic> =&#x202F;44)</th>
<th align="center" valign="top"><italic>F</italic></th>
<th align="center" valign="top"><italic>P</italic></th>
<th align="center" valign="top">Controls (<italic>N</italic> =&#x202F;44)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top"><bold>Phase difference (degree)</bold></td>
<td align="left" valign="middle"><bold>52.96 &#x00B1; 14.82</bold></td>
</tr>
<tr>
<td align="left" valign="top" colspan="8"><bold>Symptomatic (<italic>N</italic> =&#x202F;19)</bold></td>
</tr>
<tr>
<td align="left" valign="top">Affected side</td>
<td align="center" valign="middle">23.61&#x202F;&#x00B1;&#x202F;13.61<sup>ab</sup></td>
<td align="center" valign="middle">37.39&#x202F;&#x00B1;&#x202F;19.90<sup>bc</sup></td>
<td align="center" valign="middle">49.31&#x202F;&#x00B1;&#x202F;28.32<sup>c</sup></td>
<td align="center" valign="middle">51.95&#x202F;&#x00B1;&#x202F;23.90<sup>c</sup></td>
<td align="char" valign="middle" char=".">12.609</td>
<td align="center" valign="middle">&#x003C;0.001&#x002A;&#x002A;&#x002A;</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Unaffected side</td>
<td align="center" valign="middle">35.61&#x202F;&#x00B1;&#x202F;14.42<sup>b</sup></td>
<td align="center" valign="middle">41.62&#x202F;&#x00B1;&#x202F;22.61<sup>b</sup></td>
<td align="center" valign="middle">48.74&#x202F;&#x00B1;&#x202F;22.85</td>
<td align="center" valign="middle">50.69 &#x00B1; 23.26<sup>c</sup></td>
<td align="char" valign="middle" char=".">4.632</td>
<td align="center" valign="middle">0.015&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" colspan="8"><bold>Asymptomatic (<italic>N</italic> =&#x202F;25)</bold></td>
</tr>
<tr>
<td align="left" valign="top">Affected side</td>
<td align="center" valign="middle">35.84&#x202F;&#x00B1;&#x202F;22.38<sup>ab</sup></td>
<td align="center" valign="middle">36.60&#x202F;&#x00B1;&#x202F;21.50<sup>b</sup></td>
<td align="center" valign="middle">46.48&#x202F;&#x00B1;&#x202F;19.90</td>
<td align="center" valign="middle">51.01&#x202F;&#x00B1;&#x202F;17.85<sup>c</sup></td>
<td align="char" valign="middle" char=".">5.407</td>
<td align="center" valign="middle">0.005&#x002A;</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Unaffected side</td>
<td align="center" valign="middle">49.14&#x202F;&#x00B1;&#x202F;25.64</td>
<td align="center" valign="middle">41.74 &#x00B1; 24.26<sup>b</sup></td>
<td align="center" valign="middle">52.85&#x202F;&#x00B1;&#x202F;25.88</td>
<td align="center" valign="middle">56.82&#x202F;&#x00B1;&#x202F;24.69</td>
<td align="char" valign="middle" char=".">2.465</td>
<td align="center" valign="middle">0.097</td>
</tr>
<tr>
<td align="left" valign="top"><bold>Gain (%/mmHg)</bold></td>
<td align="left" valign="middle"><bold>0.59&#x202F;&#x00B1;&#x202F;0.12</bold></td>
</tr>
<tr>
<td align="left" valign="top" colspan="8"><bold>Symptomatic (<italic>N</italic> =&#x202F;19)</bold></td>
</tr>
<tr>
<td align="left" valign="top">Affected side</td>
<td align="center" valign="middle">0.42&#x202F;&#x00B1;&#x202F;0.14<sup>ab</sup></td>
<td align="center" valign="middle">0.97&#x202F;&#x00B1;&#x202F;0.62<sup>bc</sup></td>
<td align="center" valign="middle">0.67&#x202F;&#x00B1;&#x202F;0.27<sup>c</sup></td>
<td align="center" valign="middle">0.59 &#x00B1; 0.22c</td>
<td align="char" valign="middle" char=".">8.939</td>
<td align="center" valign="middle">0.003&#x002A;&#x002A;</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Unaffected side</td>
<td align="center" valign="middle">0.53&#x202F;&#x00B1;&#x202F;0.21</td>
<td align="center" valign="middle">0.83 &#x00B1; 0.39b<sup>c</sup></td>
<td align="center" valign="middle">0.70&#x202F;&#x00B1;&#x202F;0.28<sup>c</sup></td>
<td align="center" valign="middle">0.66&#x202F;&#x00B1;&#x202F;0.30</td>
<td align="char" valign="middle" char=".">8.373</td>
<td align="center" valign="middle">0.001&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" colspan="8"><bold>Asymptomatic (<italic>N</italic> =&#x202F;25)</bold></td>
</tr>
<tr>
<td align="left" valign="top">Affected side</td>
<td align="center" valign="middle">0.62&#x202F;&#x00B1;&#x202F;0.28</td>
<td align="center" valign="middle">0.75&#x202F;&#x00B1;&#x202F;0.53</td>
<td align="center" valign="middle">0.69&#x202F;&#x00B1;&#x202F;0.34</td>
<td align="center" valign="middle">0.58&#x202F;&#x00B1;&#x202F;0.25</td>
<td align="char" valign="middle" char=".">1.693</td>
<td align="center" valign="middle">0.201</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Unaffected side</td>
<td align="center" valign="middle">0.65&#x202F;&#x00B1;&#x202F;0.29</td>
<td align="center" valign="middle">0.73&#x202F;&#x00B1;&#x202F;0.59</td>
<td align="center" valign="middle">0.74&#x202F;&#x00B1;&#x202F;0.66</td>
<td align="center" valign="middle">0.59&#x202F;&#x00B1;&#x202F;0.27</td>
<td align="char" valign="middle" char=".">1.226</td>
<td align="center" valign="middle">0.309</td>
</tr>
<tr>
<td align="left" valign="top"><bold>Coherence</bold></td>
<td align="left" valign="middle"><bold>0.64 (0.049)</bold></td>
</tr>
<tr>
<td align="left" valign="top" colspan="8"><bold>Symptomatic (<italic>N</italic> =&#x202F;19)</bold></td>
</tr>
<tr>
<td align="left" valign="top">Affected side</td>
<td align="center" valign="middle">0.66 (0.120)</td>
<td align="center" valign="middle">0.65 (0.060)</td>
<td align="center" valign="middle">0.67 (0.110)</td>
<td align="center" valign="middle">0.67 (0.110)</td>
<td align="char" valign="middle" char=".">1.464</td>
<td align="center" valign="middle">0.235</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Unaffected side</td>
<td align="center" valign="middle">0.64 (0.050)</td>
<td align="center" valign="middle">0.65 (0.060)</td>
<td align="center" valign="middle">0.66 (0.040)</td>
<td align="center" valign="middle">0.68 (0.070)</td>
<td align="char" valign="middle" char=".">0.931</td>
<td align="center" valign="middle">0.309</td>
</tr>
<tr>
<td align="left" valign="top" colspan="8"><bold>Asymptomatic (<italic>N</italic> =&#x202F;25)</bold></td>
</tr>
<tr>
<td align="left" valign="top">Affected side</td>
<td align="center" valign="middle">0.65 (0.105)</td>
<td align="center" valign="middle">0.63 (0.050)</td>
<td align="center" valign="middle">0.66 (0.070)</td>
<td align="center" valign="middle">0.66 (0.060)</td>
<td align="char" valign="middle" char=".">0.83</td>
<td align="center" valign="middle">0.482</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Unaffected side</td>
<td align="center" valign="middle">0.63 (0.065)</td>
<td align="center" valign="middle">0.65 (0.040)</td>
<td align="center" valign="middle">0.66 (0.085)</td>
<td align="center" valign="middle">0.66 (0.100)</td>
<td align="char" valign="middle" char=".">0.325</td>
<td align="center" valign="middle">0.807</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>CAS, carotid artery stenting; dCA, dynamic cerebral autoregulation.</p>
<p>&#x201C;&#x002A;&#x201D; denotes <italic>P</italic>&#x202F;&#x003C;&#x202F;0.05. &#x201C;&#x002A;&#x002A;&#x201D; denotes <italic>P</italic>&#x202F;&#x2264;&#x202F;0.01. &#x201C;&#x002A;&#x002A;&#x002A;&#x201D; denotes <italic>P</italic>&#x202F;&#x2264;&#x202F;0.001.</p>
<p><sup>a</sup><italic>P</italic>&#x202F;&#x003C;&#x202F;0.05 compared with unaffected side.</p>
<p><sup>b</sup><italic>P</italic>&#x202F;&#x003C;&#x202F;0.05 compared with controls.</p>
<p><sup>c</sup><italic>P</italic>&#x202F;&#x003C;&#x202F;0.05 compared with baseline.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec11">
<label>3.4</label>
<title>Dynamic cerebral autoregulation in symptomatic and asymptomatic stenosis patients</title>
<p>The comparison of dCA parameters between symptomatic and asymptomatic stenosis patients is summarized in <xref ref-type="table" rid="tab5">Table 5</xref>, <xref ref-type="fig" rid="fig3">Figures 3</xref> and <xref ref-type="fig" rid="fig4">4</xref>. Repeated-measures analysis revealed significant changes in affected PD across time points for both groups (symptomatic: <italic>F</italic>&#x202F;=&#x202F;12.609, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001; asymptomatic: <italic>F</italic>&#x202F;=&#x202F;5.407, <italic>p</italic>&#x202F;=&#x202F;0.005). Compared with baseline, affected PD in symptomatic patients increased markedly on POD 1 whereas in asymptomatic patients, the increase was more pronounced at POM 1.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Time course of dCA of symptomatic stenosis patients before and after CAS. CAS, carotid artery stenting; dCA, dynamic cerebral autoregulation. &#x201C;&#x002A;&#x201D; denotes <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05.&#x201D;&#x002A;&#x002A;&#x201D; denotes <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01. &#x201C;&#x002A;&#x002A;&#x002A;&#x201D; denotes <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001.</p>
</caption>
<graphic xlink:href="fneur-17-1735460-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Graphs illustrate phase difference and gain in symptomatic stenosis patients. Graphs A and C show phase difference in degrees, and graphs B and D show gain in percent millimeters of mercury. Data are compared among control, affected, and unaffected sides at baseline, postoperative day one, day three, and postoperative month one. Significant differences are marked by asterisks, with controls in blue, affected in red, and unaffected in green. The charts highlight changes over time and statistical significance between conditions.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Time Course of dCA of Asymptomatic Stenosis Patients Before and After CAS. CAS, carotid artery stenting; dCA, dynamic cerebral autoregulation. &#x201C;&#x002A;&#x201D; denotes <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05. &#x201C;&#x002A;&#x002A;&#x201D; denotes <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01. &#x201C;&#x002A;&#x002A;&#x002A;&#x201D; denotes <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001.</p>
</caption>
<graphic xlink:href="fneur-17-1735460-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Line and bar graphs showing phase difference and gain for asymptomatic stenosis patients at very low frequency (0.02-0.07 Hz). Graphs A and C display phase differences, while B and D show gain. Red indicates affected side, green unaffected side, and blue controls. Time points include baseline, POD 1, POD 3, and POM 1. Statistical significance is marked with asterisks.</alt-text>
</graphic>
</fig>
<p>At all time points, the PD on the affected side was significantly lower than that on the unaffected side (Symptomatic: 23.61&#x202F;&#x00B1;&#x202F;13.61&#x00B0; vs. 35.61&#x202F;&#x00B1;&#x202F;14.42&#x00B0;, <italic>p</italic>&#x202F;=&#x202F;0.018; Asymptomatic: 35.84&#x202F;&#x00B1;&#x202F;22.38&#x00B0; vs. 49.14&#x202F;&#x00B1;&#x202F;25.64&#x00B0;, <italic>p</italic>&#x202F;=&#x202F;0.001). No significant differences in PD were observed between the two sides at POD 1, POD 3 or POM 1 (all <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05).</p>
<p>Compared with healthy controls, the PD on the affected and unaffected sides for symptomatic stenosis patients showed significant differences (affected: 23.61&#x202F;&#x00B1;&#x202F;13.61&#x00B0; vs. 52.96&#x202F;&#x00B1;&#x202F;14.82&#x00B0;, <italic>P</italic>&#x202F;&#x003C;&#x202F;0.001; unaffected: 35.61&#x202F;&#x00B1;&#x202F;14.42&#x00B0; vs. 52.96&#x202F;&#x00B1;&#x202F;14.82&#x00B0;, <italic>P</italic>&#x202F;&#x003C;&#x202F;0.001). No significant differences in PD were observed between the two sides at POD 3. However, for asymptomatic stenosis patients, there is only a significant difference in PD on the affected side (35.84&#x202F;&#x00B1;&#x202F;22.38&#x00B0; vs. 52.96&#x202F;&#x00B1;&#x202F;14.82&#x00B0;, <italic>p</italic>&#x202F;=&#x202F;0.002), no significant differences in PD were observed between the two sides at POD 3.</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec12">
<label>4</label>
<title>Discussion</title>
<p>This study demonstrated a gradual improvement of dCA in patients following CAS. dCA of affected side recovered to the level of the contralateral side by POD 1, while bilateral dCA showed significant improvement by POD 3, approaching values observed in healthy controls. Compared with baseline, PD of affected side significantly increased at POD 3 and PD of unaffected side at POM 1, indicating a time-dependent recovery of dCA. Further analysis revealed that although preoperative dCA in the unaffected side of patients with asymptomatic stenosis remained unimpaired compared to healthy controls, no significant differences were observed in postoperative recovery between symptomatic and asymptomatic stenosis patients, suggesting that preoperative symptom status had limited impact on short-term dCA restoration.</p>
<p>Previous studies have reported that impaired dCA in carotid stenosis can reduce cerebral blood volume and flow velocity, resulting in hemodynamic instability (HI), which may compromise distal cerebral perfusion and increase the risk of clinically apparent ischemia. CAS-related microembolus clearance may be affected, leading to a higher incidence of new ischemic lesions detected on diffusion-weighted-imaging (DWI) (<xref ref-type="bibr" rid="ref20">20</xref>). dCA impairment has been identified as a key hemodynamic biomarker for acute, asymptomatic ischemic lesions (ASIL) after CAS, with predictive accuracy enhanced when combined with dyslipidemia and plaque morphology (<xref ref-type="bibr" rid="ref19">19</xref>). In the present study, no neurological deficits were observed during 1-month follow-up; however, cranial DWI was not performed, and the occurrence of new asymptomatic ischemic lesions could not be determined. Notably, severe impairment of dCA before or in the early phase after the procedure may exacerbate perioperative cerebral hemodynamic fluctuations and instability, thereby altering local flow patterns and endothelial shear stress, which could potentially act as a contributing factor to in-stent thrombosis (<xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref21">21</xref>). However, this hypothetical relationship warrants further validation through future studies incorporating high-resolution vascular imaging and systematic postoperative hemodynamic monitoring.</p>
<p>Compared with CEA, CAS appeared to yielded a faster recovery of dCA. Previous research has shown that CEA causes more severe endothelial injury, with dCA improvement observed only after approximately 1&#x202F;month (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref22">22</xref>). This interpretation is based on indirect comparisons with historical data and requires prospective randomized controlled trials for verification. In contrast, our CAS cohort exhibited PD increases within several days postoperatively, suggesting relatively less endothelial damage and more rapid functional restoration. All patients had varying degrees of preoperative dCA impairment, yet no clinically significant hyperperfusion syndrome occurred postoperatively, which may be attributable to strict blood pressure management (about 120/80&#x202F;mmHg) (<xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref24">24</xref>). One patient demonstrated ultrasonographic hyperperfusion without clinical symptoms; dCA in this patient returned to normal by 1&#x202F;month, highlighting a potential link between blood pressure control and early dCA stabilization.</p>
<p>Furthermore, gain of affected side was elevated on POD 1 but gradually decreased over time, whereas phase values had already returned to unaffected levels. This aligns with previous findings that phase is a more sensitive indicator of dCA changes than gain (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref13">13</xref>). The transient increase in gain on POD 1 may reflect early instability of dCA, with both hemispheres requiring adjustment to a new equilibrium. Therefore, close monitoring of blood pressure and hemodynamics during the early postoperative period, in combination with interventions such as remote ischemic preconditioning, may facilitate dCA recovery (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref25">25</xref>).</p>
<p>Our study confirms that CAS rapidly restores dCA function in patients with severe carotid stenosis, irrespective of symptomatic status, providing hemodynamic support for early revascularization as a cerebroprotective strategy. However, long-term outcomes depend not only on restored flow, but also on intraprocedural embolic protection and long-term implant biocompatibility. Recent evidence indicates that optimized stent design (e.g., micro-mesh) significantly reduces perioperative embolic load and silent cerebral infarction risk (<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>), suggesting synergy between device innovation and hemodynamic management. Future studies should examine how different stent types&#x2014;particularly those with enhanced embolic protection&#x2014;affect dCA recovery, especially in high-risk plaque patients.</p>
<p>Furthermore, interventional devices are evolving from mechanical scaffolding toward biological healing. Bioresorbable stents may degrade after vascular reconstruction, potentially avoiding long-term risks of permanent implants, while drug-eluting devices locally deliver agents to suppress neointimal hyperplasia (<xref ref-type="bibr" rid="ref28">28</xref>). dCA could serve as a key indicator for evaluating whether such novel devices better preserve cerebrovascular autoregulation. Integrating hemodynamic monitoring with imaging may advance an integrated &#x201C;structure&#x2013;function-healing&#x201D; strategy for optimizing carotid therapy.</p>
<p>Overall, the results indicate that CAS can improve dCA function within a short period postoperatively, Early postoperative dCA dynamics suggest that timely hemodynamic management may be crucial for protecting cerebral autoregulation and optimizing long-term outcomes.</p>
<p>Despite providing insights into the time-dependent recovery of dCA following CAS, this study has several limitations. First, only patients eligible for TCD monitoring were included, which led to the exclusion of individuals with inadequate temporal bone windows. Previous studies have reported that approximately 20.7% of Asian individuals have at least one inadequate temporal bone window (<xref ref-type="bibr" rid="ref7">7</xref>), potentially introducing selection bias and limiting the generalizability of the findings. Second, the study population was predominantly male, likely reflecting the lower prevalence of carotid stenosis in females (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref30">30</xref>); this gender imbalance may have influenced the results, highlighting the need for further clinical studies to validate these findings and mitigate potential sex-related biases. Finally, the sample size was relatively small, the follow-up period was limited to 1&#x202F;month, and imaging assessments were not performed, leaving the long-term trajectory of dCA recovery and the occurrence of asymptomatic ischemic lesions uncertain. Future studies with larger cohorts, extended follow-up, and combined imaging evaluations are warranted to confirm these results and to explore strategies for optimizing early dCA recovery.</p>
</sec>
<sec sec-type="conclusions" id="sec13">
<label>5</label>
<title>Conclusion</title>
<p>Based on our findings, CAS leads to a rapid short-term improvement in bilateral dCA function, with the ipsilateral side recovering to the level of the contralateral side by POD 1, and both sides approaching levels observed in healthy controls by day 3. These results highlight the critical role of early hemodynamic management in protecting cerebral autoregulation, providing new evidence to support neuroprotection following revascularization.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec14">
<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="sec15">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the Ethics Committee of Liaoning Provincial People&#x2019;s Hospital. 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="sec16">
<title>Author contributions</title>
<p>XW: Writing &#x2013; original draft, Resources, Writing &#x2013; review &#x0026; editing, Formal analysis, Methodology, Data curation, Project administration, Visualization. BL: Writing &#x2013; review &#x0026; editing, Data curation, Methodology. RG: Supervision, Writing &#x2013; review &#x0026; editing, Methodology. XZ: Data curation, Methodology, Writing &#x2013; review &#x0026; editing. MZ: Supervision, Methodology, Writing &#x2013; review &#x0026; editing. JL: Data curation, Resources, Writing &#x2013; review &#x0026; editing. XL: Resources, Methodology, Writing &#x2013; review &#x0026; editing. ML: Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Validation, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>This study was supported by the Clinical Medical Research Center for Neurology (Grant No. 201728). The authors acknowledge the Cerebrovascular Disease Center and the Neurofunctional Ultrasound Team at Liaoning Provincial People&#x2019;s Hospital for their contributions to multicenter coordination and patient enrollment. Special thanks to Ms. Jiao L&#x00FC; and Ms. Hemin Zhang for their assistance in patient communication and clinical decision support.</p>
</ack>
<sec sec-type="COI-statement" id="sec17">
<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="sec18">
<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>
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<title>Publisher&#x2019;s note</title>
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</sec>
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<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/1096650/overview">Yangchuan He</ext-link>, Henan Provincial People&#x2019;s 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/76646/overview">Brandon Peter Lucke-Wold</ext-link>, University of Florida, United States</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1387465/overview">Minho Han</ext-link>, Yonsei University, Republic of Korea</p>
</fn>
</fn-group>
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