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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurol.</journal-id>
<journal-title>Frontiers in Neurology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurol.</abbrev-journal-title>
<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.2024.1357280</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neurology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Analysis of risk factors related to the progression rate of hemifacial spasm</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Xu</surname> <given-names>Fei</given-names></name>
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<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Gu</surname> <given-names>Pengju</given-names></name>
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</contrib>
<contrib contrib-type="author">
<name><surname>Yuan</surname> <given-names>Huan</given-names></name>
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</contrib>
<contrib contrib-type="author">
<name><surname>Jiang</surname> <given-names>Li</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/918789/overview"/>
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<contrib contrib-type="author">
<name><surname>Xie</surname> <given-names>Yanfeng</given-names></name>
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<contrib contrib-type="author">
<name><surname>Shi</surname> <given-names>Quanhong</given-names></name>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Zhan</surname> <given-names>Yan</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1381774/overview"/>
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<aff><institution>Department of Neurosurgery, The First Affiliated Hospital of Chongqing Medical University</institution>, <addr-line>Chongqing</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Massimiliano Valeriani, University of Rome Tor Vergata, Italy</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Chong Wang, Shanghai Eber Hospital, China</p>
<p>Roberta Bonomo, Kore University of Enna, Italy</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Yan Zhan <email>zhan.yan2&#x00040;hotmail.com</email></corresp>
<fn fn-type="other" id="fn002"><p>&#x02020;ORCID: Yan Zhan <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0001-8580-7513">orcid.org/0000-0001-8580-7513</ext-link></p></fn></author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>03</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1357280</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2024 Xu, Gu, Yuan, Jiang, Xie, Shi and Zhan.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Xu, Gu, Yuan, Jiang, Xie, Shi and Zhan</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Although there have been many researches on the etiology and risk factors with the onset of hemifacial spasm, researches on the risk factors related to progression rate are limited. This study aims to analyze the risk factors related to the progression rate of hemifacial spasm.</p></sec>
<sec>
<title>Methods</title>
<p>The study enrolled 142 patients who underwent microvascular decompression for hemifacial spasm. Based on the duration and severity of symptoms, patients were classified into rapid progression group and slow progression group. To analyze risk factors, univariate and multivariate logistic regression analyses were conducted. Of 142 patients with hemifacial spasm, 90(63.3%) were classified as rapid progression group, 52(36.7%) were classified as slow progression group.</p></sec>
<sec>
<title>Results</title>
<p>In the univariate analysis, there were significant statistical differences between the two groups in terms of age of onset (<italic>P</italic> &#x0003D; 0.021), facial nerve angle (<italic>P</italic> &#x0003C; 0.01), hypertension (<italic>P</italic> &#x0003D; 0.01), presence of APOE &#x003B5;4 expression (<italic>P</italic> &#x0003C; 0.01) and different degrees of brainstem compression in the Root Entry Zone (<italic>P</italic> &#x0003C; 0.01). In the multivariable analyses, there were significant statistical differences between the two groups in terms of age of symptom onset (<italic>P</italic> &#x0003C; 0.01 OR = 6.591), APOE &#x003B5;4 (<italic>P</italic> &#x0003C; 0.01 OR = 5.691), brainstem compression (<italic>P</italic> &#x0003D; 0.006 OR = 5.620), and facial nerve angle (<italic>P</italic> &#x0003C; 0.01 OR = 5.758). Furthermore, we found no significant correlation between the severity of facial spasms and the progression rate of the disease (<italic>t</italic> &#x0003D; 2.47, <italic>P</italic> &#x0003D; 0.12&#x0003E;0.05).</p></sec>
<sec>
<title>Conclusion</title>
<p>According to our study, patients with facial nerve angle &#x02264; 96.5&#x000B0;, severer compression of the brainstem by offending vessels, an onset age &#x0003E; 45 years and positive expression of APOE &#x003B5;4, may experience faster progression of hemifacial spasm.</p></sec></abstract>
<kwd-group>
<kwd>hemifacial spasm</kwd>
<kwd>progression rate</kwd>
<kwd>facial nerve angel</kwd>
<kwd>root entry zone</kwd>
<kwd>APOE &#x003B5;4</kwd>
<kwd>magnetic resonance tomography angiography</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="34"/>
<page-count count="9"/>
<word-count count="5858"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Neuromuscular Disorders and Peripheral Neuropathies</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Hemifacial spasm (HFS) is a neuro-muscular disorder characterized by intermittent and involuntary contractions of facial muscles on one side of the face. The contractions typically initiate from the orbicularis oculi muscle and gradually spread to other facial expression muscles with a minority of cases originating from the orbicularis oris muscle (<xref ref-type="bibr" rid="B1">1</xref>). However, the disease progression varies individually, with some patients experiencing rapid extension of symptoms involving a major portion of the affected side, while others exhibiting slow extension of symptoms over an extended period. The debilitating nature of HFS causes significant psychological distress (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>) and leads to affect the quality of life for the affected individuals (<xref ref-type="bibr" rid="B4">4</xref>). Currently, it has been reported that progression rate of hemifacial spasm is related to the postoperative outcome of patients. Lee et al. (<xref ref-type="bibr" rid="B5">5</xref>) reported rapid progression led to worse clinical outcomes, such as more cases with persistent spasm postoperatively.</p>
<p>In this study, we aim to analyze the risk factors related to the progression rate of hemifacial spasm, providing theoretical support to guide clinicians and patients on microvascular decompression (MVD) surgery. MVD surgery is widely accepted to carry out to cure HFS. Concerning about the possible risk of MVD surgery, and worse clinical outcomes in rapid progression rate patients, prediction of spasmic progression rate is a great need to determine whether and when to perform MVD surgery.</p></sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<sec>
<title>General information</title>
<p>This retrospective study collected data by reviewing medical records of 144 consecutive patients who underwent microvascular decompression (MVD) for HFS performed by a single surgeon (Y.Z.) between November 2019 and May 2021. Two of 144 were excluded due to lack of imaging data. This study was approved by the ethical committees of the First Affiliated Hospital of Chongqing Medical University. Informed consent was obtained from all the individual participants included in the study. Our research collected detailed preoperative information, including gender, affected side, hypertension, diabetes, age of symptom onset, duration of spasms, severity grading of spasms, number of offending vessels, whether the offending vessels includes the vertebral artery. To record disease progression, we adopted a severity grading system based on Lee et al. which divided the severity of HFS into four grade: Grade I - limited to periorbital region on one side; Grade II - involving other muscle groups on the same side of the face, such as the orbicularis oris muscle or zygomaticus muscle; Grade III - affecting vision due to frequent spasms; Grade IV - affecting vision and causing bilateral facial asymmetry (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>). However, there is currently no unified standard for calculating the progression rate of HFS patients. The average time taken to progress one grade among 142 patients was 1.61 years/grade in our research. Therefore, we defined rapid progression group as those with a progression rate of &#x0003C;1.61 years/grade, and slow progression group as those with a progression rate more than 1.61 years/grade.</p></sec>
<sec>
<title>Inclusion and exclusion criteria</title>
<p>Patients who met the clinical presentation of HFS, had a duration longer than 3 months, excluded from secondary lesions by CT or MRI scans, and showed offending vessels on preoperative magnetic resonance tomography angiography (MRTA) were included.</p>
<p>Patients who had a duration shorter than 3 months, a previous diagnosis of psychiatric disorders, stroke, encephalitis, dementia, multiple sclerosis, or secondary hemifacial spasm were excluded.</p></sec>
<sec>
<title>Characteristic</title>
<sec>
<title>Facial nerve angle</title>
<p>The facial nerve angle was defined as the angle between the inner margin of the facial acoustic nerve and the anterior surface of the brainstem at the point of nerve exit (<xref ref-type="bibr" rid="B8">8</xref>). Shein et al. found that patients with smaller facial nerve angles had a higher incidence of hemifacial spasm (<xref ref-type="bibr" rid="B8">8</xref>). Based on this, we speculated whether there was a critical value for the facial nerve angle that correlated with the progression rate of HFS patients. Therefore, we measured the average facial nerve angle of the 142 patients. The average angel of 142 patients was 96.50&#x000B0;. We divided them into two categories: &#x02264; 96.5&#x000B0; and &#x0003E;96.5&#x000B0; (<xref ref-type="fig" rid="F1">Figures 1A</xref>, <xref ref-type="fig" rid="F1">B</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>The green lines show the angles between the inner margin of the facial acoustic nerve and the anterior surface of the brainstem at the point of nerve exit. Facial Nerve Angel &#x02264; 96.5&#x000B0; <bold>(A)</bold>. Facial Nerve Angel &#x0003E;96.5&#x000B0; <bold>(B)</bold>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fneur-15-1357280-g0001.tif"/>
</fig></sec>
<sec>
<title>Brainstem compression in the REZ</title>
<p>Root Entry Zone (REZ) is the area where the cranial nerve comes out of the brainstem. It is widely accepted that offending vessels compress the facial nerve REZ area (<xref ref-type="bibr" rid="B9">9</xref>). However, it is important to note that not every part of the REZ area under compression results in hemifacial spasm symptoms. Within the REZ area, there are specific anatomical regions referred to as &#x0201C;sensitive sites,&#x0201D; which are situated 1&#x02013;3 mm beyond the exit point of the facial nerve root (<xref ref-type="bibr" rid="B10">10</xref>). We hypothesized that the severity of compression on these sensitive sites might influence the progression rate of hemifacial spasm in patients. Given that these regions are intimately connected to the brainstem within the REZ area, we employed Magnetic Resonance Tomography Angiography (MRTA) to assess the degree of brainstem compression in the REZ area, particularly focusing on the facial nerve root&#x00027;s sensitive sites. We categorized this compression as follows.</p>
<p>Grade I: Offending vessels in direct contact with the REZ area of the brainstem, resulting in compression without brainstem deviation (<xref ref-type="fig" rid="F2">Figure 2A</xref>).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Offending vessels in direct contact with the REZ area of the brainstem, resulting in compression without brainstem deviation (Grade I) <bold>(A)</bold>, with brainstem deviation (Grade II) <bold>(B)</bold>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fneur-15-1357280-g0002.tif"/>
</fig>
<p>Grade II: Offending vessels in direct contact with the REZ area of the brainstem, leading to compression of the brainstem and subsequent deviation (<xref ref-type="fig" rid="F2">Figure 2B</xref>).</p></sec>
<sec>
<title>APOE &#x003B5;4</title>
<p>Our previous research found a higher incidence of HFS in patients with the APOE &#x003B5;4 genotype (<xref ref-type="bibr" rid="B11">11</xref>). Therefore, we hypothesized that APOE &#x003B5;4 carriers may experience a faster progression of HFS. The APOE genotype of each patient was determined using quantitative fluorescence polymerase chain reaction (QF-PCR). Based on the presence of the APOE &#x003B5;4 allele in the genotypes, patients were classified as either APOE &#x003B5;4 carriers or non-carriers. Subsequently, the positive rates of APOE &#x003B5;4 genotype carrier status were calculated separately for the rapid and slow progression groups to determine if there were any differences between the two groups.</p></sec>
<sec>
<title>Hypertension, diabetes, and age of symptom onset</title>
<p>A research team from Japan found a possible association between the severity of arterial sclerosis in elderly males and the onset of hemifacial spasm (<xref ref-type="bibr" rid="B12">12</xref>). Arterial sclerosis has been confirmed to be closely related to hypertension, diabetes, and age of symptom onset (<xref ref-type="bibr" rid="B13">13</xref>). Therefore, we speculated that hypertension, diabetes, and age of symptom onset might be associated with the progression rate of HFS. We wanted to know if there was a threshold age of onset that was associated with the rate of disease progression. In our research, the average age of onset among the 142 patients was 45 years. They were then divided into two categories: &#x02264; 45 years and &#x0003E;45 years.</p></sec>
<sec>
<title>The vertebral artery</title>
<p>Patients with offending vessels involving the vertebral artery have a higher disease severity, surgical difficulty, and postoperative risk of delayed facial palsy compared to those with other offending vessels (<xref ref-type="bibr" rid="B14">14</xref>). Therefore, we hypothesized that patients with offending vessels involving the vertebral artery might have a faster progression rate of the disease. To investigate this, we separately calculated the positive rates of the involvement of the vertebral artery as the offending vessel in the rapid and slow progression groups, to observe if there were any differences between the two groups.</p></sec>
<sec>
<title>The severity of hemifacial spasm</title>
<p>We observed variations in the severity of spasms among patients with different progression rates. Referring to the Samsung Medical Center Grading System [SMC grade (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>)] criteria for HFS, we classified the severity of spasms into mild (SMC Grades I-II) and severe (SMC Grades III-IV). We counted the number of patients in the rapid and slow progression groups who exhibited mild or severe symptoms to assess if there were any differences between the two groups.</p></sec></sec>
<sec>
<title>Statistical methods</title>
<p>All analyses were performed using SPSS 27.0 software. Continuous data were presented as mean &#x000B1; standard deviation (x &#x000B1; s) and were analyzed by using independent samples <italic>t</italic>-test. Categorical data were expressed as proportions (%) and were analyzed by using Pearson&#x00027;s chi-square test, with R &#x000D7; C contingency table method employed (Fisher&#x00027;s exact test used when the expected count was below 5 in more than 1/5 of the cells or when the expected count was &#x0003C;1). A correlation analysis was performed to identify the factors correlated with progression rate of facial spasm. A significance level of &#x003B1; = 0.05 was used for all tests. Drawing in this study was performed using GraphPad Prism8.</p></sec></sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>Of 142 patients, 90 (63.3%) were in rapid progression group and 52 (36.6%) were in slow progression group. The mean duration of disease in rapid progression group was 2.67 years (median 2.5 years, range: 0.25&#x02013;6 years); in slow progression group, the mean duration was 8.78 years (median 7 years, range: 4&#x02013;25 years) (<xref ref-type="fig" rid="F3">Figure 3</xref>). Of 142 patients, 4 (2.8%) were in Grade I, 46 (32.4%) were in Grade II, 45 (31.7%) were in Grade III and 47 (33.1%) were in Grade IV (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Duration of disease in rapid progression group, median 2.5 years, range 0.25&#x02013;6 years. In slow progression group, median 7 years, range 4&#x02013;25 years.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fneur-15-1357280-g0003.tif"/>
</fig><fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>From mild to severe, the symptom was divided into four grades. Grade IV was the most severe. Grade I: 4 patients; Grade II: 46 patients; Grade III: 45 patients; Grade IV: 47 patients.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fneur-15-1357280-g0004.tif"/>
</fig><sec>
<title>Differences between rapid progression group and slow progression group</title>
<p>Within rapid progression group, 36 patients (40.0%) were male, while in slow progression group, there were 20 male patients (38.5%). Similarly, hypertension was identified in 11 patients (12.2%) in rapid progression group and in 15 patients (28.8%) in slow progression group. The occurrence of diabetes was observed in 4 patients (4.4%) in rapid progression group and 4 patients (7.7%) in slow progression group. Among rapid progression group, 41 patients (45.5%) experienced affliction on the left side. In slow progression group, 32 patients (61.5%) were affected on the left side. Specifically, in rapid progression group, 29 patients (32.2%) had offending vessels involving the vertebral artery, while in slow progression group, 21 patients (40.4%) had offending vessels involving the vertebral artery. In terms of brainstem compression in the REZ area, rapid progression group had 35 patients (38.9%) presenting brainstem compression, while slow progression group had only 5 (9.7%). In rapid progression group, 55 patients (61.1%) experienced an onset age of &#x0003E;45 years. In slow progression group, 21 patients (40.4%) were &#x0003E;45 years old when they initiated facial spasm. Furthermore, in rapid progression group, 51 patients (56.7%) had a facial nerve angle &#x02264; 96.50 degrees. In slow progression group, 20 patients (38.5%) had a facial nerve angle &#x02264; 96.50 degrees. Rapid progression group had an average of 1.40 &#x000B1; 0.54 offending vessels, while slow progression group exhibited an average of 1.35 &#x000B1; 0.48 offending vessels. Notably, rapid progression group exhibited positive APOE &#x003B5;4 expression in 59 patients (65.6%), whereas in slow progression group, positive expression was observed in 11 patients (21.2%) (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Comparison of clinical characteristics between rapid progression group and slow progression group.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th valign="top" align="left"><bold>Characteristic</bold></th>
<th valign="top" align="left"><bold>Rapid progression group (<italic>n =</italic> 90)</bold></th>
<th valign="top" align="left"><bold>Slow progression group (<italic>n =</italic> 52)</bold></th>
<th valign="top" align="left"><bold><italic>x</italic><sup>2</sup>/F</bold></th>
<th valign="top" align="left"><bold><italic>P</italic>-value</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Gender, female/male</td>
<td valign="top" align="left">54 (60.0%)/36 (40.0%)</td>
<td valign="top" align="left">32 (61.5%)/20 (38.5%)</td>
<td valign="top" align="left">0.33</td>
<td valign="top" align="left">0.86</td>
</tr> <tr>
<td valign="top" align="left">Hypertension, yes/no</td>
<td valign="top" align="left">11 (12.2%)/79 (87.8%)</td>
<td valign="top" align="left">15 (28.8%)/37 (71.2%)</td>
<td valign="top" align="left">6.09</td>
<td valign="top" align="left">0.01<sup>&#x0002A;</sup></td>
</tr> <tr>
<td valign="top" align="left">Diabetes, yes/no</td>
<td valign="top" align="left">4 (4.4%)/ 86 (95.6%)</td>
<td valign="top" align="left">4 (7.7%)/48 (92.3%)</td>
<td valign="top" align="left">0.12</td>
<td valign="top" align="left">0.67</td>
</tr> <tr>
<td valign="top" align="left">Affected side, left/right</td>
<td valign="top" align="left">41 (45.5%)/49 (54.5%)</td>
<td valign="top" align="left">32 (61.5%)/20 (38.5%)</td>
<td valign="top" align="left">5.39</td>
<td valign="top" align="left">0.06</td>
</tr> <tr>
<td valign="top" align="left">Offending vessel include VA, yes/no</td>
<td valign="top" align="left">29 (32.2%)/61 (67.8%)</td>
<td valign="top" align="left">21 (40.4%)/31 (59.6%)</td>
<td valign="top" align="left">0.96</td>
<td valign="top" align="left">0.33</td>
</tr> <tr>
<td valign="top" align="left">Brainstem Compression in the REZ area, Grade I/ Grade II</td>
<td valign="top" align="left">55 (61.1%)/35 (38.9%)</td>
<td valign="top" align="left">47 (90.3%)/5 (9.7%)</td>
<td valign="top" align="left">13.95</td>
<td valign="top" align="left">&#x0003C;0.01<sup>&#x0002A;</sup></td>
</tr> <tr>
<td valign="top" align="left">Age at symptom onset, years &#x0003E; 45 years/ &#x02264; 45 years</td>
<td valign="top" align="left">55 (61.1%)/35 (38.9%)</td>
<td valign="top" align="left">21 (40.4%)/31 (59.6%)</td>
<td valign="top" align="left">5.71</td>
<td valign="top" align="left">0.021<sup>&#x0002A;</sup></td>
</tr> <tr>
<td valign="top" align="left">Facial Nerve Angel, &#x02264; 96.50&#x000B0;/&#x0003E;96.50&#x000B0;</td>
<td valign="top" align="left">51 (56.7%)/39 (43.3%)</td>
<td valign="top" align="left">20 (38.5%)/32 (61.5%)</td>
<td valign="top" align="left">4.39</td>
<td valign="top" align="left">0.036<sup>&#x0002A;</sup></td>
</tr> <tr>
<td valign="top" align="left">Number of offending vessels</td>
<td valign="top" align="left">1.40 &#x000B1; 0.54</td>
<td valign="top" align="left">1.35 &#x000B1; 0.48</td>
<td valign="top" align="left">0.59</td>
<td valign="top" align="left">0.51</td>
</tr> <tr>
<td valign="top" align="left">APOE &#x003B5;4, positive/negative</td>
<td valign="top" align="left">59 (65.6%)/31 (34.4%)</td>
<td valign="top" align="left">11 (21.2%)/41 (78.8%)</td>
<td valign="top" align="left">25.99</td>
<td valign="top" align="left">&#x0003C;0.01<sup>&#x0002A;</sup></td>
</tr></tbody>
</table>
<table-wrap-foot>
<p>VA, vertebral artery; REZ, Root Entry Zone. <sup>&#x0002A;</sup><italic>p</italic> &#x0003C; 0.05.</p>
</table-wrap-foot>
</table-wrap>
<p>In the univariate analysis, there were significant statistical differences between the two groups in terms of age of onset (<italic>P</italic> = 0.021 &#x0003C;0.05), facial nerve angle size (<italic>P</italic> &#x0003C; 0.01), hypertension (<italic>P</italic> = 0.01 &#x0003C;0.05), presence of APOE &#x003B5;4 expression (<italic>P</italic> &#x0003C; 0.01), and different degrees of brainstem compression in the REZ (<italic>P</italic> &#x0003C; 0.01). However, there were no significant statistical differences between the two groups in terms of gender, affected side, involvement of the vertebral artery, number of offending vessels, or diabetes. In multivariate logistic regression analysis result showed that patients with the age of symptom onset being &#x0003E;45 years was positively correlated with the progression rate (<italic>P</italic> &#x0003C; 0.01). Among patients with hemifacial spasm, those who expressed the APOE &#x003B5;4 genotype had a fivefold higher progression rate compared to non-expressers (<italic>P</italic> &#x0003C; 0.01). Furthermore, more severe brainstem compression had a faster progression rate (<italic>P</italic> = 0.006 &#x0003C;0.05). When the facial nerve angle was &#x02264; 96.5&#x000B0;, the disease progressed faster (<italic>P</italic> &#x0003C; 0.01) (<xref ref-type="table" rid="T2">Table 2</xref> and <xref ref-type="fig" rid="F5">Figure 5</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Multivariable analysis for factors associated with symptom progression rate.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th valign="top" align="left"><bold>Characteristic</bold></th>
<th valign="top" align="left"><bold>Odds ratio (95% confidence interval)</bold></th>
<th valign="top" align="left"><bold><italic>P</italic>-value</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age at symptom onset</td>
<td valign="top" align="left">6.591 (2.479&#x02013;17.522)</td>
<td valign="top" align="left"><italic>P &#x0003C;</italic> 0.01<sup>&#x0002A;</sup></td>
</tr> <tr>
<td valign="top" align="left">Hypertension</td>
<td valign="top" align="left">0.627 (0.177&#x02013;2.227)</td>
<td valign="top" align="left"><italic>P =</italic> 0.47</td>
</tr> <tr>
<td valign="top" align="left">APOE &#x003B5;4</td>
<td valign="top" align="left">5.691 (2.134&#x02013;15.178)</td>
<td valign="top" align="left"><italic>P &#x0003C;</italic> 0.01<sup>&#x0002A;</sup></td>
</tr> <tr>
<td valign="top" align="left">Brainstem compression in the REZ area</td>
<td valign="top" align="left">5.620 (1.644&#x02013;19.218)</td>
<td valign="top" align="left"><italic>P =</italic> 0.006<sup>&#x0002A;</sup></td>
</tr> <tr>
<td valign="top" align="left">Facial nerve angel</td>
<td valign="top" align="left">5.758 (2.171&#x02013;15.270)</td>
<td valign="top" align="left"><italic>P &#x0003C;</italic> 0.01<sup>&#x0002A;</sup></td>
</tr></tbody>
</table>
<table-wrap-foot>
<p><sup>&#x0002A;</sup><italic>P</italic> &#x0003C; 0.05.</p>
</table-wrap-foot>
</table-wrap><fig id="F5" position="float">
<label>Figure 5</label>
<caption><p>The result of multivariate logistic regression analysis between the two groups. Age of symptom onset <italic>P</italic> &#x0003C; 0.01 OR = 6.591; Hypertension <italic>P</italic> = 0.47 &#x0003E; 0.05. OR = 0.627; APOE &#x003B5;4 <italic>P</italic> &#x0003C; 0.01 OR = 5.691; Brainstem Compression <italic>P</italic> = 0.006 &#x0003C;0.05 OR = 5.620; Facial Nerve Angle <italic>P</italic> &#x0003C; 0.01 OR = 5.758.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fneur-15-1357280-g0005.tif"/>
</fig></sec><sec>
<title>The severity of hemifacial spasm</title>
<p>Furthermore, we found no difference between the severity of facial spasms and the progression rate of the disease (<italic>t</italic> = 2.47, <italic>P</italic> = 0.12 &#x0003E; 0.05) (<xref ref-type="fig" rid="F6">Figure 6</xref>).</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p>The severity of hemifacial spasm has no difference between the two groups.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fneur-15-1357280-g0006.tif"/>
</fig></sec></sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>In our research, we analyzed the possible factors influencing the progression rate of patients with hemifacial spasm by dividing them into rapid progression and slow progression groups. Our analysis revealed that facial nerve angel, hypertension, APOE &#x003B5;4 genotype, and brainstem compression were shown to be associated with the rate of progression of hemifacial spasm in univariate analysis. Gender, affected side, number of offending vessels, involvement of the vertebral artery, diabetes and hypertension were not associated with the progression rate. A logistic regression showed that patients with more severe brainstem compression in the REZ (Grade II) exhibited a faster progression rate. Additionally, patients with age of symptom onset &#x0003E;45 years, facial nerve angel &#x02264; 96.5&#x000B0;and carrying the APOE &#x003B5;4 genotype showed a faster rate of progression. Furthermore, we also found that there was no significant correlation between the progression rate of patients and the severity of patients&#x00027; hemifacial spasm.</p>
<p>Previous study has shown that younger age at surgery, older age at symptom onset, and absence of intraoperative indentation on the facial nerve were associated with rapid progressive HFS (<xref ref-type="bibr" rid="B5">5</xref>). However, indentation on the facial nerve could only be discovered during surgery. Compared with previous study, the risk factors we analyzed could be obtained from patient&#x00027;s preoperative imaging findings, simple clinical history and lab test. Our findings might have practical significance. Especially for patients who are still in the early stage of facial spasm, predicting progression rate of disease is extremely significant to evaluate between the distress brought by the disease and the risk of surgery. According to the brainstem compression in the REZ in MRI image, APOE genotytpe and other factors that demonstrated in this study, progression rate of HFS could be predicted. Patients who are predicted to have slow progression rate might have sufficient time to follow up without significant distress. For patients with the above related factors, who might have rapid progression rate, it is recommended to porform MVD surgery as soon as possible to avoid further suffering.</p>
<sec>
<title>Age of symptom onset</title>
<p>Patients with an age of symptom onset &#x0003E;45 years had a faster progression rate. Conte et al. (<xref ref-type="bibr" rid="B15">15</xref>) showed that the spread latency correlated with disease duration and inversely correlated with age of onset. They explained that this result implied that age negatively impacts the course of the disease and that aged facial nerve fibers were more prone to develop spread. Jannetta et al. (<xref ref-type="bibr" rid="B16">16</xref>) had identified aging as a factor associated with a higher risk of elongated arteries, and brain aging, ultimately increasing the risk of neurovascular compression. Miki Ohta et al. (<xref ref-type="bibr" rid="B12">12</xref>) indicated that arterial changes associated with atherosclerosis in elderly patients may contribute to the development of hemifacial spasm. Based on the relevant researchers, we speculate that this may be due to two points: (1) aging facial nerves are more prone to demyelinating changes and faster spread. (2) age-related arterial stiffness leads to more severe atherosclerosis in blood vessels. Therefore, age plays a crucial role in the progression rate of hemifacial spasm.</p></sec>
<sec>
<title>Facial nerve angle</title>
<p>In patients with a facial nerve angle &#x02264; 96.5&#x000B0;, the disease progressed faster. Smaller angle indicates a potentially more severe compression of the facial nerve root by offending vessel. Zhu et al. (<xref ref-type="bibr" rid="B17">17</xref>) observed that patients with hemifacial spasm had significantly smaller facial nerve angles compared to the unaffected side. And patients who experienced recurrence after microvascular decompression surgery had smaller facial nerve angles compared to the non-recurrence group. This can be explained by the fact that a smaller facial nerve angle increases the likelihood of vascular compression on the facial nerve in the REZ. According to the &#x0201C;demyelination theory&#x0201D; proposed as a possible mechanism for the development of hemifacial spasm (<xref ref-type="bibr" rid="B18">18</xref>&#x02013;<xref ref-type="bibr" rid="B21">21</xref>), it is hypothesized that a smaller facial nerve angle leads to more severe compression of offending vessels on the facial nerve in the REZ area, that ultimately results in a faster progression of hemifacial spasm.</p></sec>
<sec>
<title>APOE &#x003B5;4</title>
<p>The APOE gene consists of 4 exons and 3 introns, totaling 3597 nucleotides. APOE has 3 alleles (APOE &#x003B5;2, APOE &#x003B5;3, and APOE &#x003B5;4) and 6 phenotypes (&#x003B5;2/&#x003B5;2, &#x003B5;2/&#x003B5;3, &#x003B5;2/&#x003B5;4, &#x003B5;3/&#x003B5;3, &#x003B5;3/&#x003B5;4, and &#x003B5;4/&#x003B5;4) (<xref ref-type="bibr" rid="B22">22</xref>). Among them, APOE &#x003B5;3 is the most common wild-type allele in the population. APOE &#x003B5;2 and &#x003B5;4 carry mutations and, with &#x003B5;4 being considered a negative regulatory factor in many diseases (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>). Additionally, &#x003B5;4 may promote the release of inflammatory factors (<xref ref-type="bibr" rid="B25">25</xref>) and play a role in the pathological processes of cerebrovascular and demyelinating diseases (<xref ref-type="bibr" rid="B26">26</xref>&#x02013;<xref ref-type="bibr" rid="B28">28</xref>). Previous research has found that people carrying APOE &#x003B5;4 have a higher incidence rate of HFS (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B29">29</xref>). Research has found that APOE &#x003B5;4 can accelerate the pathological process by interfering with neuronal and myelin regeneration (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>). Pathological changes such as demyelination, axonal loss, and Schwann cell proliferation can occur in HFS patients. We speculate that the repair of myelin in the compressed area may be disrupted in APOE &#x003B5;4 gene carriers, making abnormal conduction of electrical signals more likely to occur. Moreover, APOE &#x003B5;4 allele promotes the secretion of inflammatory factors and aggravates neuroinflammation. Thus, APOE &#x003B5;4 allele interferes with the repair of myelin sheath in the compression area and results in electrical signals being more prone to ectopic conduction. It is reasonable to explain that patients with APOE &#x003B5;4 positive expression have a faster rate of disease progression.</p></sec>
<sec>
<title>Brainstem compression in the REZ</title>
<p>Through our data analysis, we found that the more severe the compression of the brainstem in the REZ area, the faster the progression rate of hemifacial spasm. Studies have found that primary hemifacial spasm is triggered by offending vessels, which lead to increased excitability of facial nerve in some focal areas through mechanical factors (indirect stretching) (<xref ref-type="bibr" rid="B30">30</xref>). The increased excitability can spread from one branch of nerve to another branch and result in faster excitation conduction (<xref ref-type="bibr" rid="B31">31</xref>). At the same time, it has been found that the facial nerve root may increase the expression of sodium ion channel Nav1.8 on the neuron membrane when it is pulled by the instrument, and the resting membrane potential also depends on sodium conductance, especially through the persistent sodium channel. Other sodium channels are also involved in the generation of action potentials (transient sodium channels). In the pressurized facial nerve in primary HFS rat model, one of the sodium ion channels, Nav1.8 channel, was found to be overexpressed, which affected the resting potential of neurons and increased the excitability of the facial nerve nucleus (<xref ref-type="bibr" rid="B30">30</xref>). We hypothesize that, mechanical compression by offending vessels lead to overexpression of sodium channels and result in faster conduction, and the more severe brainstem compression in the REZ region, the faster symptom progression will be.</p></sec>
<sec>
<title>Other characteristic</title>
<p>In our data analysis, we found that gender and the affected side did not have a significant impact on the progression rate of hemifacial spasm in the two patient groups with differing rates of progression. Nurminen et al. (<xref ref-type="bibr" rid="B32">32</xref>) conducted a statistical analysis and reported a higher likelihood of hemifacial spasm in females, with a higher occurrence of left-sided hemifacial spasm. However, they did not provide a deeper explanation for his observations, and the relationship between hemifacial spasm and gender or affected side remains inconclusive. Some studies have suggested that postoperative complications were more common happened in cases of hemifacial spasm involving the vertebral artery in the offending vessels and those patients also exhibited a higher rate of delayed recovery after surgery (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>). However, there is no definitive evidence to suggest that the number of the offending vessels correlates with the severity of compression in the REZ area. Therefore, the presence of the vertebral artery in the offending vessels, or an increased number of the offending vessels, does not establish a clear relationship with the progression of hemifacial spasm. While there is established research indicating that a long history of diabetes may lead to atherosclerosis, a study by Ohta et al. (<xref ref-type="bibr" rid="B12">12</xref>) found no significant correlation between atherosclerosis and the occurrence of hemifacial spasm. Currently, there is also no evidence to suggest a relationship between diabetes and the incidence of hemifacial spasm.</p></sec>
<sec>
<title>The severity of hemifacial spasm</title>
<p>We did not find a significant correlation between the rate of progression and the severity of hemifacial spasm (HFS) in our study. We initially thought that areas surrounding the facial nerve with faster progression may exhibit higher levels of pro-inflammatory cytokine release and slower repair of demyelination, leading to more severe symptoms in patients (<xref ref-type="bibr" rid="B29">29</xref>). Additionally, compression or stretching of the offending vessels on the facial nerve may not only stimulate excessive expression of the Nav1.8 channel but also cause hyperexcitability and &#x0201C;cross-excitation&#x0201D; between axons, resulting in more severe symptoms of facial spasm (<xref ref-type="bibr" rid="B30">30</xref>). However, our study did not find any differences between the two groups, which may be related to the limited number of cases collected.</p></sec>
<sec>
<title>Limitations</title>
<p>Our study has certain limitations. Firstly, this study is a single-center retrospective and small sample study. Facial spasm in different areas might have different incidence rate and progression rate. More possible factors related to progression rate might be missed. Therefore, more factors need to be included in the future, such as smoking, drinking, preoperative carbamazepine intake history, botulinum toxin injection history etc. Secondly, some patients with long medical histories might have experienced recall bias during the data collection process. A more detailed assessment scale of progression rate and a more reasonable rating of the severity of hemifacial spasm are needed in the future research.</p></sec></sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusions</title>
<p>We have found that the rate of progression in hemifacial spasm was closely related to age of onset, facial nerve angle, degree of brainstem compression, and expression of APOE &#x003B5;4. Specifically, patients with an onset age &#x0003E;45 years, facial nerve angle &#x02264; 96.5&#x000B0;, severer compression of the brainstem by offending vessels, and positive expression of APOE &#x003B5;4 exhibited a faster progression rate. Based on the prediction of spasmic progression rate, clinicians and patients could choose an appropriate surgical timing for HFS.</p></sec>
<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>The studies involving humans were approved by the Ethical Committees of The First Affiliated Hospital of Chongqing Medical University. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required from the participants or the participants&#x00027; legal guardians/next of kin in accordance with the national legislation and institutional requirements.</p></sec>
<sec sec-type="author-contributions" id="s8">
<title>Author contributions</title>
<p>FX: Conceptualization, Methodology, Writing&#x02014;original draft, Formal analysis. PG: Data curation, Investigation, Writing&#x02014;review &#x00026; editing. HY: Investigation, Software, Writing&#x02014;review &#x00026; editing. LJ: Resources, Validation, Writing&#x02014;review &#x00026; editing. YX: Validation, Writing&#x02014;review &#x00026; editing. QS: Validation, Writing&#x02014;review &#x00026; editing. YZ: Conceptualization, Project administration, Supervision, Writing&#x02014;review &#x00026; editing.</p></sec>
</body>
<back>
<sec sec-type="funding-information" id="s9">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="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="disclaimer" id="s10">
<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>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sindou</surname> <given-names>M</given-names></name> <name><surname>Mercier</surname> <given-names>P</given-names></name></person-group>. <article-title>Microvascular decompression for hemifacial spasm: surgical techniques and intraoperative monitoring</article-title>. <source>Neurochirurgie.</source> (<year>2018</year>) <volume>64</volume>:<fpage>133</fpage>&#x02013;<lpage>43</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuchi.2018.04.003</pub-id></citation>
</ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tan</surname> <given-names>EK</given-names></name> <name><surname>Lum</surname> <given-names>SY</given-names></name> <name><surname>Fook-Chong</surname> <given-names>S</given-names></name> <name><surname>Chan</surname> <given-names>LL</given-names></name> <name><surname>Gabriel</surname> <given-names>C</given-names></name> <name><surname>Lim</surname> <given-names>L</given-names></name></person-group>. <article-title>Behind the facial twitch: depressive symptoms in hemifacial spasm</article-title>. <source>Parkinsonism Related Disorders.</source> (<year>2005</year>) <volume>11</volume>:<fpage>241</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1016/j.parkreldis.2004.12.003</pub-id><pub-id pub-id-type="pmid">15878585</pub-id></citation></ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tan</surname> <given-names>EK</given-names></name> <name><surname>Fook-Chong</surname> <given-names>S</given-names></name> <name><surname>Lum</surname> <given-names>SY</given-names></name> <name><surname>Lim</surname> <given-names>E</given-names></name></person-group>. <article-title>Botulinum toxin improves quality of life in hemifacial spasm: validation of a questionnaire (HFS-30)</article-title>. <source>J Neurol Sci.</source> (<year>2004</year>) <volume>219</volume>:<fpage>151</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1016/j.jns.2004.01.010</pub-id><pub-id pub-id-type="pmid">15050451</pub-id></citation></ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Setthawatcharawanich</surname> <given-names>S</given-names></name> <name><surname>Sathirapanya</surname> <given-names>P</given-names></name> <name><surname>Limapichat</surname> <given-names>K</given-names></name> <name><surname>Phabphal</surname> <given-names>K</given-names></name></person-group>. <article-title>Factors associated with quality of life in hemifacial spasm and blepharospasm during long-term treatment with botulinum toxin</article-title>. <source>Quality Life Res.</source> (<year>2011</year>) <volume>20</volume>:<fpage>1519</fpage>&#x02013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1007/s11136-011-9890-y</pub-id><pub-id pub-id-type="pmid">21431990</pub-id></citation></ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname> <given-names>JA</given-names></name> <name><surname>Kong</surname> <given-names>DS</given-names></name> <name><surname>Lee</surname> <given-names>S</given-names></name> <name><surname>Park</surname> <given-names>SK</given-names></name> <name><surname>Park</surname> <given-names>K</given-names></name></person-group>. <article-title>Clinical outcome after microvascular decompression according to the progression rates of hemifacial spasm</article-title>. <source>World Neurosurg.</source> (<year>2020</year>) <volume>134</volume>:<fpage>e985</fpage>&#x02013;<lpage>90</lpage>. <pub-id pub-id-type="doi">10.1016/j.wneu.2019.11.052</pub-id><pub-id pub-id-type="pmid">31734426</pub-id></citation></ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname> <given-names>JA</given-names></name> <name><surname>Jo</surname> <given-names>KW</given-names></name> <name><surname>Kong</surname> <given-names>DS</given-names></name> <name><surname>Park</surname> <given-names>K</given-names></name></person-group>. <article-title>Using the new clinical grading scale for quantification of the severity of hemifacial spasm: correlations with a quality of life scale</article-title>. <source>Stereotact Funct Neurosurg.</source> (<year>2012</year>) <volume>90</volume>:<fpage>16</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1159/000330396</pub-id><pub-id pub-id-type="pmid">22189960</pub-id></citation></ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hyun</surname> <given-names>SJ</given-names></name> <name><surname>Kong</surname> <given-names>DS</given-names></name> <name><surname>Park</surname> <given-names>K</given-names></name></person-group>. <article-title>Microvascular decompression for treating hemifacial spasm: lessons learned from a prospective study of 1,174 operations</article-title>. <source>Neurosurg Rev.</source> (<year>2010</year>) <volume>33</volume>:<fpage>325</fpage>&#x02013;<lpage>34</lpage>. <pub-id pub-id-type="doi">10.1007/s10143-010-0254-9</pub-id><pub-id pub-id-type="pmid">20349099</pub-id></citation></ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shein</surname> <given-names>G</given-names></name> <name><surname>Lee</surname> <given-names>JW</given-names></name> <name><surname>Coulson</surname> <given-names>S</given-names></name> <name><surname>Low</surname> <given-names>TH</given-names></name></person-group>. <article-title>Outcomes of immediate facial nerve reanimation with nerve transfer for facial nerve neoplasm-induced paralysis: a retrospective review</article-title>. <source>ANZ J Surg.</source> (<year>2023</year>) <volume>93</volume>:<fpage>1674</fpage>&#x02013;<lpage>81</lpage>. <pub-id pub-id-type="doi">10.1111/ans.18336</pub-id></citation>
</ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chan</surname> <given-names>LL</given-names></name> <name><surname>Tan</surname> <given-names>EK</given-names></name></person-group>. <article-title>Neurovascular compression in hemifacial spasm</article-title>. <source>Brain.</source> (<year>2021</year>) <volume>144</volume>:<fpage>e91</fpage>&#x02013;<lpage>e91</lpage>. <pub-id pub-id-type="doi">10.1093/brain/awab338</pub-id></citation>
</ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Traylor</surname> <given-names>KS</given-names></name> <name><surname>Sekula Jr</surname> <given-names>RF</given-names></name> <name><surname>Eubanks</surname> <given-names>K</given-names></name> <name><surname>Muthiah</surname> <given-names>N</given-names></name> <name><surname>Chang</surname> <given-names>YF</given-names></name> <name><surname>Hughes</surname> <given-names>MA</given-names></name></person-group>. <article-title>Prevalence and severity of neurovascular compression in hemifacial spasm patients</article-title>. <source>Brain.</source> (<year>2021</year>) <volume>144</volume>:<fpage>1482</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1093/brain/awab030</pub-id><pub-id pub-id-type="pmid">33842948</pub-id></citation></ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname> <given-names>J</given-names></name> <name><surname>Jiang</surname> <given-names>L</given-names></name> <name><surname>Yuan</surname> <given-names>S</given-names></name> <name><surname>Huang</surname> <given-names>J</given-names></name> <name><surname>Zhan</surname> <given-names>Y</given-names></name></person-group>. <article-title>Association Study of Apolipoprotein E Gene Polymorphism With Incidence and Delayed Resolution of Hemifacial Spasm</article-title>. <source>Front Neurol.</source> (<year>2021</year>) <volume>12</volume>:<fpage>760126</fpage>. <pub-id pub-id-type="doi">10.3389/fneur.2021.760126</pub-id><pub-id pub-id-type="pmid">34975724</pub-id></citation></ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ohta</surname> <given-names>M</given-names></name> <name><surname>Kobayashi</surname> <given-names>M</given-names></name> <name><surname>Terano</surname> <given-names>N</given-names></name> <name><surname>Wakiya</surname> <given-names>K</given-names></name> <name><surname>Suzuki</surname> <given-names>K</given-names></name> <name><surname>Fujimaki</surname> <given-names>T</given-names></name></person-group>. <article-title>Does arteriosclerosis contribute to hemifacial spasm?</article-title> <source>Acta Neurochirurgica</source>. (<year>2016</year>) <volume>158</volume>:<fpage>181</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1007/s00701-015-2628-9</pub-id><pub-id pub-id-type="pmid">26545931</pub-id></citation></ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Qureshi</surname> <given-names>AI</given-names></name> <name><surname>Caplan</surname> <given-names>LR</given-names></name></person-group>. <article-title>Intracranial atherosclerosis</article-title>. <source>Lancet.</source> (<year>2014</year>) <volume>383</volume>:<fpage>984</fpage>&#x02013;<lpage>98</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(13)61088-0</pub-id></citation>
</ref>
<ref id="B14">
<label>14.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jiang</surname> <given-names>C</given-names></name> <name><surname>Liang</surname> <given-names>W</given-names></name> <name><surname>Wang</surname> <given-names>J</given-names></name> <name><surname>Dai</surname> <given-names>Y</given-names></name> <name><surname>Jin</surname> <given-names>W</given-names></name> <name><surname>Sun</surname> <given-names>X</given-names></name> <etal/></person-group>. <article-title>Microvascular decompression for hemifacial spasm associated with distinct offending vessels: a retrospective clinical study</article-title>. <source>Clin Neurol Neurosurg.</source> (<year>2020</year>) <volume>194</volume>:<fpage>105876</fpage>. <pub-id pub-id-type="doi">10.1016/j.clineuro.2020.105876</pub-id><pub-id pub-id-type="pmid">32413816</pub-id></citation></ref>
<ref id="B15">
<label>15.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Conte</surname> <given-names>A</given-names></name> <name><surname>Falla</surname> <given-names>M</given-names></name> <name><surname>Diana</surname> <given-names>MC</given-names></name> <name><surname>Bologna</surname> <given-names>M</given-names></name> <name><surname>Suppa</surname> <given-names>A</given-names></name> <name><surname>Fabbrini</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>Spread of muscle spasms in hemifacial spasm</article-title>. <source>Mov Disorders Clin Practice.</source> (<year>2015</year>) <volume>2</volume>:<fpage>53</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1002/mdc3.12106</pub-id><pub-id pub-id-type="pmid">30363856</pub-id></citation></ref>
<ref id="B16">
<label>16.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jannetta</surname> <given-names>PJ</given-names></name></person-group>. <article-title>Neurovascular compression in cranial nerve and systemic disease</article-title>. <source>Ann Surg.</source> (<year>1980</year>) <volume>192</volume>:<fpage>518</fpage>&#x02013;<lpage>25</lpage>. <pub-id pub-id-type="doi">10.1097/00000658-198010000-00010</pub-id><pub-id pub-id-type="pmid">6968543</pub-id></citation></ref>
<ref id="B17">
<label>17.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname> <given-names>W</given-names></name> <name><surname>Shen</surname> <given-names>J</given-names></name> <name><surname>Tang</surname> <given-names>T</given-names></name> <name><surname>Chang</surname> <given-names>B</given-names></name> <name><surname>Li</surname> <given-names>S</given-names></name> <name><surname>Chen</surname> <given-names>M</given-names></name></person-group>. <article-title>Evaluation of pre-operative neuroimaging characteristics in patients with primary hemifacial spasm as a prognostic factor of microvascular decompression</article-title>. <source>Clin Neurol Neurosurg.</source> (<year>2020</year>) <volume>195</volume>:<fpage>105874</fpage>. <pub-id pub-id-type="doi">10.1016/j.clineuro.2020.105874</pub-id><pub-id pub-id-type="pmid">32428796</pub-id></citation></ref>
<ref id="B18">
<label>18.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kuroki</surname> <given-names>A</given-names></name> <name><surname>Mailer</surname> <given-names>AR</given-names></name></person-group>. <article-title>Chronic vascular irritation of the facial nerve causes facial spasm in rats</article-title>. <source>Neurol Res.</source> (<year>1994</year>) <volume>16</volume>:<fpage>284</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1080/01616412.1994.11740241</pub-id><pub-id pub-id-type="pmid">7984260</pub-id></citation></ref>
<ref id="B19">
<label>19.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chaudhry</surname> <given-names>N</given-names></name> <name><surname>Srivastava</surname> <given-names>A</given-names></name> <name><surname>Joshi</surname> <given-names>L</given-names></name></person-group>. <article-title>Hemifacial spasm: the past, present and future</article-title>. <source>J Neurol Sci.</source> (<year>2015</year>) <volume>356</volume>:<fpage>27</fpage>&#x02013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1016/j.jns.2015.06.032</pub-id><pub-id pub-id-type="pmid">26111430</pub-id></citation></ref>
<ref id="B20">
<label>20.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zheng</surname> <given-names>X</given-names></name> <name><surname>Hong</surname> <given-names>W</given-names></name> <name><surname>Tang</surname> <given-names>Y</given-names></name> <name><surname>Wu</surname> <given-names>Z</given-names></name> <name><surname>Shang</surname> <given-names>M</given-names></name> <name><surname>Zhang</surname> <given-names>W</given-names></name> <etal/></person-group>. <article-title>Sympathetic nerves bridge the cross-transmission in hemifacial spasm</article-title>. <source>Neurosci Lett.</source> (<year>2012</year>) <volume>517</volume>:<fpage>52</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1016/j.neulet.2012.04.023</pub-id><pub-id pub-id-type="pmid">22531749</pub-id></citation></ref>
<ref id="B21">
<label>21.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname> <given-names>QM</given-names></name> <name><surname>Zhong</surname> <given-names>J</given-names></name> <name><surname>Jiao</surname> <given-names>W</given-names></name> <name><surname>Zhu</surname> <given-names>J</given-names></name> <name><surname>Yang</surname> <given-names>XS</given-names></name> <name><surname>Ying</surname> <given-names>TT</given-names></name> <etal/></person-group>. <article-title>The role of autonomic nervous system in the pathophysiology of hemifacial spasm</article-title>. <source>Neurol Res.</source> (<year>2012</year>) <volume>34</volume>:<fpage>643</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1179/1743132812Y.0000000057</pub-id><pub-id pub-id-type="pmid">22663936</pub-id></citation></ref>
<ref id="B22">
<label>22.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lyall</surname> <given-names>DM</given-names></name> <name><surname>Ward</surname> <given-names>J</given-names></name> <name><surname>Ritchie</surname> <given-names>SJ</given-names></name> <name><surname>Davies</surname> <given-names>G</given-names></name> <name><surname>Cullen</surname> <given-names>B</given-names></name> <name><surname>Celis</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Alzheimer disease genetic risk factor APOE e4 and cognitive abilities in 111,739 UK Biobank participants</article-title>. <source>Age Ageing.</source> (<year>2016</year>) <volume>45</volume>:<fpage>511</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1093/ageing/afw068</pub-id><pub-id pub-id-type="pmid">27103599</pub-id></citation></ref>
<ref id="B23">
<label>23.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pinholt</surname> <given-names>M</given-names></name> <name><surname>Frederiksen</surname> <given-names>JL</given-names></name> <name><surname>Andersen</surname> <given-names>PS</given-names></name> <name><surname>Christiansen</surname> <given-names>M</given-names></name></person-group>. <article-title>Apo E in multiple sclerosis and optic neuritis: the Apo E-o4 allele is associated with progression of multiple sclerosis</article-title>. <source>Multiple Sclerosis J.</source> (<year>2005</year>) <volume>11</volume>:<fpage>511</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1191/1352458505ms1207oa</pub-id><pub-id pub-id-type="pmid">16193886</pub-id></citation></ref>
<ref id="B24">
<label>24.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shin</surname> <given-names>S</given-names></name> <name><surname>Walz</surname> <given-names>KA</given-names></name> <name><surname>Archambault</surname> <given-names>AS</given-names></name> <name><surname>Sim</surname> <given-names>J</given-names></name> <name><surname>Bollman</surname> <given-names>BP</given-names></name> <name><surname>Koenigsknecht-Talboo</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Apolipoprotein E mediation of neuro-inflammation in a murine model of multiple sclerosis</article-title>. <source>J Neuroimmunol.</source> (<year>2014</year>) <volume>271</volume>:<fpage>8</fpage>&#x02013;<lpage>17</lpage>. <pub-id pub-id-type="doi">10.1016/j.jneuroim.2014.03.010</pub-id><pub-id pub-id-type="pmid">24794230</pub-id></citation></ref>
<ref id="B25">
<label>25.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname> <given-names>B</given-names></name> <name><surname>Jensen</surname> <given-names>NR</given-names></name> <name><surname>Chung</surname> <given-names>D</given-names></name> <name><surname>Yang</surname> <given-names>M</given-names></name> <name><surname>LaRue</surname> <given-names>AC</given-names></name> <name><surname>Cheung</surname> <given-names>HW</given-names></name> <etal/></person-group>. <article-title>Synergistic effects of SHP2 and PI3K pathway inhibitors in GAB2-overexpressing ovarian cancer</article-title>. <source>Am J Cancer Res.</source> (<year>2019</year>) <volume>9</volume>:<fpage>145</fpage>.<pub-id pub-id-type="pmid">30755818</pub-id></citation></ref>
<ref id="B26">
<label>26.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fazekas</surname> <given-names>F</given-names></name> <name><surname>Strasser&#x02013;Fuchs</surname> <given-names>S</given-names></name> <name><surname>Kollegger</surname> <given-names>H</given-names></name> <name><surname>Berger</surname> <given-names>T</given-names></name> <name><surname>Kristoferitsch</surname> <given-names>W</given-names></name> <name><surname>Schmidt</surname> <given-names>H</given-names></name> <name><surname>Schmidt</surname> <given-names>R</given-names></name></person-group>. <article-title>Apolipoprotein E &#x003B5;4 is associated with rapid progression of multiple sclerosis</article-title>. <source>Neurology</source>. (<year>2001</year>) <volume>57</volume>:<fpage>853</fpage>&#x02013;<lpage>57</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.57.5.853</pub-id></citation>
</ref>
<ref id="B27">
<label>27.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname> <given-names>B</given-names></name> <name><surname>Dan</surname> <given-names>W</given-names></name> <name><surname>Jiang</surname> <given-names>L</given-names></name> <name><surname>Yin</surname> <given-names>XH</given-names></name> <name><surname>Wu</surname> <given-names>HT</given-names></name> <name><surname>Sun</surname> <given-names>XC</given-names></name></person-group>. <article-title>Association of APOE polymorphism with the change of brain function in the early stage of aneurysmal subarachnoid hemorrhage</article-title>. <source>Early Brain Injury Cereb Vasospasm.</source> (<year>2011</year>) <volume>1</volume>:<fpage>39</fpage>&#x02013;<lpage>42</lpage>. <pub-id pub-id-type="doi">10.1007/978-3-7091-0353-1_7</pub-id><pub-id pub-id-type="pmid">21116912</pub-id></citation></ref>
<ref id="B28">
<label>28.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pinholt</surname> <given-names>M</given-names></name> <name><surname>Frederiksen</surname> <given-names>JL</given-names></name> <name><surname>Christiansen</surname> <given-names>M</given-names></name></person-group>. <article-title>The association between apolipoprotein E and multiple sclerosis</article-title>. <source>Eur J Neurol.</source> (<year>2006</year>) <volume>13</volume>:<fpage>573</fpage>&#x02013;<lpage>80</lpage>. <pub-id pub-id-type="doi">10.1111/j.1468-1331.2006.01360.x</pub-id></citation>
</ref>
<ref id="B29">
<label>29.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>MX</given-names></name> <name><surname>Zhong</surname> <given-names>J</given-names></name> <name><surname>Xia</surname> <given-names>L</given-names></name> <name><surname>Dou</surname> <given-names>NN</given-names></name> <name><surname>Li</surname> <given-names>ST</given-names></name></person-group>. <article-title>A correlative analysis between inflammatory cytokines and trigeminal neuralgia or hemifacial spasm</article-title>. <source>Neurol Res.</source> (<year>2019</year>) <volume>41</volume>:<fpage>335</fpage>&#x02013;<lpage>40</lpage>. <pub-id pub-id-type="doi">10.1080/01616412.2018.1564188</pub-id><pub-id pub-id-type="pmid">30612530</pub-id></citation></ref>
<ref id="B30">
<label>30.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lefaucheur</surname> <given-names>JP</given-names></name></person-group>. <article-title>New insights into the pathophysiology of primary hemifacial spasm</article-title>. <source>Neurochirurgie.</source> (<year>2018</year>) <volume>64</volume>:<fpage>87</fpage>&#x02013;<lpage>93</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuchi.2017.12.004</pub-id><pub-id pub-id-type="pmid">29673579</pub-id></citation></ref>
<ref id="B31">
<label>31.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ziyal</surname> <given-names>IM</given-names></name> <name><surname>Ozgen</surname> <given-names>T</given-names></name></person-group>. <article-title>Microanatomy of the central myelin-peripheral myelin transition zone of the trigeminal nerve</article-title>. <source>Neurosurgery</source>. (<year>2007</year>) <volume>60</volume>:<fpage>582</fpage>. <pub-id pub-id-type="doi">10.1227/01.NEU.0000255367.19228.C4</pub-id></citation>
</ref>
<ref id="B32">
<label>32.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nurminen</surname> <given-names>P</given-names></name> <name><surname>Marjamaa</surname> <given-names>J</given-names></name> <name><surname>Niemel&#x000E4;</surname> <given-names>M</given-names></name> <name><surname>Sairanen</surname> <given-names>T</given-names></name></person-group>. <article-title>Incidence and prevalence of Hemifacial Spasm in Finland&#x00027;s largest hospital district</article-title>. <source>J Neurol Sci.</source> (<year>2023</year>) <volume>446</volume>:<fpage>120587</fpage>. <pub-id pub-id-type="doi">10.1016/j.jns.2023.120587</pub-id><pub-id pub-id-type="pmid">36804510</pub-id></citation></ref>
<ref id="B33">
<label>33.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guan</surname> <given-names>HX</given-names></name> <name><surname>Zhu</surname> <given-names>J</given-names></name> <name><surname>Zhong</surname> <given-names>J</given-names></name></person-group>. <article-title>Correlation between idiopathic hemifacial spasm and the MRI characteristics of the vertebral artery</article-title>. <source>J Clin Neurosci.</source> (<year>2011</year>) <volume>18</volume>:<fpage>528</fpage>&#x02013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.1016/j.jocn.2010.08.015</pub-id><pub-id pub-id-type="pmid">21316241</pub-id></citation></ref>
<ref id="B34">
<label>34.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>QP</given-names></name> <name><surname>Yuan</surname> <given-names>Y</given-names></name> <name><surname>Xiong</surname> <given-names>NX</given-names></name> <name><surname>Fu</surname> <given-names>P</given-names></name> <name><surname>Huang</surname> <given-names>T</given-names></name> <name><surname>Yang</surname> <given-names>B</given-names></name> <etal/></person-group>. <article-title>Anatomic variation and hemodynamic evolution of vertebrobasilar arterial system may contribute to the development of vascular compression in hemifacial spasm</article-title>. <source>World Neurosurg.</source> (<year>2019</year>) <volume>124</volume>:<fpage>e233</fpage>&#x02013;<lpage>40</lpage>. <pub-id pub-id-type="doi">10.1016/j.wneu.2018.12.074</pub-id><pub-id pub-id-type="pmid">30593967</pub-id></citation></ref>
</ref-list>
</back>
</article>