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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.2024.1372736</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neurology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Auditory and speech outcomes of cochlear implantation in patients with Waardenburg syndrome: a meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Qin</surname> <given-names>Feng</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1850782/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Guo</surname> <given-names>Siquan</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yin</surname> <given-names>Xiuwen</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Lu</surname> <given-names>Xiaoyu</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ma</surname> <given-names>Jing</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>The Changzhou Clinical College of Xuzhou Medical University</institution>, <addr-line>Changzhou, Jiangsu</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Otorhinolaryngology, Changzhou Third People&#x2019;s Hospital</institution>, <addr-line>Changzhou, Jiangsu</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Otorhinolaryngology, The First People&#x2019;s Hospital of Changzhou</institution>, <addr-line>Changzhou, Jiangsu</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Philippe Perrin, Universit&#x00E9; de Lorraine, France</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Jorge Humberto Ferreira Martins, Polytechnic Institute of Porto, Portugal</p>
<p>Erika Celis-Aguilar, Autonomous University of Sinaloa, Mexico</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Jing Ma, <email>675090897@qq.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>11</day>
<month>07</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1372736</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>07</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Qin, Guo, Yin, Lu and Ma.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Qin, Guo, Yin, Lu and Ma</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Objective</title>
<p>This study aims to assess the potential efficacy of cochlear implantation as a treatment for patients with Waardenburg syndrome (WS) and to guide clinical work by comparing the effect of auditory and speech recovery after cochlear implantation in patients with WS and non-WS.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>PubMed, the Cochrane Library, CNKI, and Wanfang Data were sources for retrieving literature on cochlear implantation in WS, and clinical data meeting the inclusion criteria were meta-analyzed using RevMan5.41.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>A total of nine articles were included in this study, including 132 patients with WS and 815 patients in the control group. Meta-analysis showed that there are no significant differences in the scores for categories of audit performance (CAP), speech intelligibility rating (SIR), and parents&#x2019; evaluation of aural/oral performance of children (PEACH) between the WS group and the control group.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>Cochlear implantation demonstrates comparable auditory and speech recovery outcomes for WS patients and non-WS patients.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Waardenburg syndrome</kwd>
<kwd>cochlear implantation</kwd>
<kwd>auditory</kwd>
<kwd>speech</kwd>
<kwd>meta-analysis</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="29"/>
<page-count count="7"/>
<word-count count="3542"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Neuro-Otology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<label>1</label>
<title>Introduction</title>
<p>Waardenburg syndrome (WS), discovered and named by Dutch physician Waardenburg in 1951 (<xref ref-type="bibr" rid="ref1">1</xref>), is an autosomal dominant genetic disorder primarily characterized by auditory pigmentary abnormalities. Its key manifestations include inner canthus heterotopia, iris heterochrony, white hair on the forehead, and hereditary sensorineural deafness (<xref ref-type="bibr" rid="ref2">2</xref>). WS is closely related to the abnormal migration and differentiation of melanocytes. In the inner ear, melanocytes differentiate into intermediate cells within the stria vascularis of the cochlea (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref4">4</xref>). When gene mutations affect melanocyte differentiation and migration, they may influence the cochlea&#x2019;s internal environment, resulting in sensorineural hearing loss.</p>
<p>Cochlear implantation (CI) stands out as the primary approach for auditory and speech therapy (<xref ref-type="bibr" rid="ref5">5</xref>). Currently, there exists a scarcity of research samples and variations in evaluation criteria for assessing the effectiveness of CI in WS patients. Therefore, this paper aims to conduct a comprehensive literature review, identify common evaluation indicators, and evaluate the therapeutic impact of CI on patients with WS.</p>
</sec>
<sec sec-type="materials|methods" id="sec6">
<label>2</label>
<title>Materials and methods</title>
<p>This meta-analysis was performed in line with the preferred reporting items for systematic reviews and meta-analyses (PRISMA) guidelines (<xref ref-type="bibr" rid="ref6">6</xref>). This review was also registered on PROSPERO (Registration ID: CRD42022356957).</p>
<sec id="sec7">
<label>2.1</label>
<title>Literature search</title>
<p>A comprehensive search strategy was implemented by combining subject words with free words across multiple databases, including PubMed, the Cochrane Library, CNKI, and Wanfang. Both English and Chinese languages were utilized for the search. The exploration period extended from the establishment time of each database to December 31, 2023. The keywords employed in the search encompassed &#x201C;Waardenburg syndrome,&#x201D; &#x201C;cochlear,&#x201D; &#x201C;cochlear implant,&#x201D; and &#x201C;cochlear implantation.&#x201D;</p>
</sec>
<sec id="sec8">
<label>2.2</label>
<title>Literature inclusion and exclusion criteria</title>
<sec id="sec9">
<label>2.2.1</label>
<title>Literature inclusion criteria</title>
<list list-type="order">
<list-item>
<p>The inclusion criteria encompass randomized controlled trials (RCTs), cohort studies, case&#x2013;control studies, or comparative studies.</p>
</list-item>
<list-item>
<p>The study population should consist of individuals undergoing auditory rehabilitation through CI.</p>
</list-item>
<list-item>
<p>The evaluation should focus on the assessment of auditory and/or speech skills in patients who have undergone CI.</p>
</list-item>
</list>
</sec>
<sec id="sec10">
<label>2.2.2</label>
<title>Literature exclusion criteria</title>
<list list-type="order">
<list-item>
<p>Articles lacking comparable auditory and speech outcomes between WS and other CI patients.</p>
</list-item>
<list-item>
<p>Studies that did not specifically explore auditory rehabilitation through CI.</p>
</list-item>
<list-item>
<p>Articles with a high risk of bias.</p>
</list-item>
</list>
</sec>
</sec>
<sec id="sec11">
<label>2.3</label>
<title>Data collection and extraction</title>
<p>Three authors independently conducted data extraction from the full texts of eligible articles. The following data were recorded: the first author&#x2019;s name, publication year, the number of patients enrolled in each study, postoperative evaluation indicators, and recovery rates. Discrepancies were resolved through discussions among the authors.</p>
</sec>
<sec id="sec12">
<label>2.4</label>
<title>Quality assessment</title>
<p>The risk of bias was assessed using the Newcastle Ottawa Scale (NOS). Two evaluators conducted independent assessments of the literature, and a final evaluation was performed by a third party. This third party, a senior chief physician, possessed extensive clinical research experience. A score of &#x2265;6 is considered high-quality literature, and&#x2009;&#x003C;&#x2009;6 is not included.</p>
</sec>
<sec id="sec13">
<label>2.5</label>
<title>Statistical methods</title>
<p>RevMan5.41 software was used for the analysis. A Q-test was used for the heterogeneity test. If the heterogeneity is low (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.1, <italic>I</italic><sup>2</sup>&#x2009;&#x003C;&#x2009;50%), the fixed-effect model was selected; if the heterogeneity is high (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.1, <italic>I</italic><sup>2</sup>&#x2009;&#x2265;&#x2009;50%), the random effect model was used to carry out sensitivity analysis on the source of heterogeneity.</p>
</sec>
</sec>
<sec sec-type="results" id="sec14">
<label>3</label>
<title>Results</title>
<sec id="sec15">
<label>3.1</label>
<title>Literature search results</title>
<p>A total of 228 documents were retrieved, finally, nine qualified documents were selected for analysis (<xref ref-type="bibr" rid="ref7 ref8 ref9 ref10 ref11 ref12 ref13 ref14 ref15">7&#x2013;15</xref>), as shown in <xref ref-type="table" rid="tab1">Table 1</xref>, The literature screening process is shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>The basic features of the included study.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Objects</th>
<th align="left" valign="top">Groups</th>
<th align="center" valign="top">Cases</th>
<th align="center" valign="top">Implanted age</th>
<th align="center" valign="top">Male:female</th>
<th align="left" valign="top">Outcomes</th>
<th align="center" valign="top">NOS</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="2">Amirsalari 2012</td>
<td align="left" valign="middle">WS</td>
<td align="center" valign="middle">6</td>
<td align="center" valign="middle">26.00&#x2009;&#x00B1;&#x2009;15.78&#x2009;months</td>
<td align="center" valign="middle">3:3</td>
<td align="left" valign="middle" rowspan="2">CAP, SIR</td>
<td align="center" valign="middle" rowspan="2">6</td>
</tr>
<tr>
<td align="left" valign="middle">Control</td>
<td align="center" valign="middle">75</td>
<td align="center" valign="middle">54.48&#x2009;&#x00B1;&#x2009;14.76&#x2009;months</td>
<td align="center" valign="middle">35:40</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Andrade 2012</td>
<td align="left" valign="middle">WS</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">30.6&#x2009;&#x00B1;&#x2009;9.7&#x2009;months</td>
<td align="center" valign="middle">4:3</td>
<td align="left" valign="middle" rowspan="2">CAP, SIR, MAIS, MUSS</td>
<td align="center" valign="middle" rowspan="2">8</td>
</tr>
<tr>
<td align="left" valign="middle">Control</td>
<td align="center" valign="middle">261</td>
<td align="center" valign="middle">36.7&#x2009;&#x00B1;&#x2009;18.6&#x2009;months</td>
<td align="center" valign="middle">148:113</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Bakkouri 2012</td>
<td align="left" valign="middle">WS</td>
<td align="center" valign="middle">30</td>
<td align="center" valign="middle">4.8&#x2009;&#x00B1;&#x2009;3.5&#x2009;years</td>
<td align="center" valign="middle" rowspan="2">-</td>
<td align="left" valign="middle" rowspan="2">CSW-OSW</td>
<td align="center" valign="middle" rowspan="2">6</td>
</tr>
<tr>
<td align="left" valign="middle">Control</td>
<td align="center" valign="middle">85</td>
<td align="center" valign="middle">4.7&#x2009;&#x00B1;&#x2009;3.4&#x2009;years</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Chu 2017</td>
<td align="left" valign="middle">WS</td>
<td align="center" valign="middle">8</td>
<td align="center" valign="middle">3.52&#x2009;years</td>
<td align="center" valign="middle">5:3</td>
<td align="left" valign="middle" rowspan="2">CAP, SIR</td>
<td align="center" valign="middle" rowspan="2">7</td>
</tr>
<tr>
<td align="left" valign="middle">Control</td>
<td align="center" valign="middle">30</td>
<td align="center" valign="middle">3.49&#x2009;years</td>
<td align="center" valign="middle">18:12</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Dong 2013</td>
<td align="left" valign="middle">WS</td>
<td align="center" valign="middle">21</td>
<td align="center" valign="middle">4.2&#x2009;years</td>
<td align="center" valign="middle">11:10</td>
<td align="left" valign="middle" rowspan="2">CAP, SIR, PTA, PEACH</td>
<td align="center" valign="middle" rowspan="2">7</td>
</tr>
<tr>
<td align="left" valign="middle">Control</td>
<td align="center" valign="middle">21</td>
<td align="center" valign="middle">4.3&#x2009;years</td>
<td align="center" valign="middle">11:10</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Gao 2018</td>
<td align="left" valign="middle">WS</td>
<td align="center" valign="middle">6</td>
<td align="center" valign="middle" rowspan="2">-</td>
<td align="center" valign="middle" rowspan="2">-</td>
<td align="left" valign="middle" rowspan="2">CAP, SIR</td>
<td align="center" valign="middle" rowspan="2">6</td>
</tr>
<tr>
<td align="left" valign="middle">Control</td>
<td align="center" valign="middle">233</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Nierop 2016</td>
<td align="left" valign="middle">WS</td>
<td align="center" valign="middle">14</td>
<td align="center" valign="middle">1.61&#x2009;years</td>
<td align="center" valign="middle">6:8</td>
<td align="left" valign="middle" rowspan="2">Phoneme score, RDLS LQ</td>
<td align="center" valign="middle" rowspan="2">8</td>
</tr>
<tr>
<td align="left" valign="middle">Control</td>
<td align="center" valign="middle">48</td>
<td align="center" valign="middle">1.32&#x2009;years</td>
<td align="center" valign="middle">24:24</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Zhang 2009</td>
<td align="left" valign="middle">WS</td>
<td align="center" valign="middle">16</td>
<td align="center" valign="middle">4&#x2009;years</td>
<td align="center" valign="middle">9:7</td>
<td align="left" valign="middle" rowspan="2">PEACH</td>
<td align="center" valign="middle" rowspan="2">7</td>
</tr>
<tr>
<td align="left" valign="middle">Control</td>
<td align="center" valign="middle">32</td>
<td align="center" valign="middle">4&#x2009;years</td>
<td align="center" valign="middle">19:13</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Zhang 2022</td>
<td align="left" valign="middle">WS</td>
<td align="center" valign="middle">24</td>
<td align="center" valign="middle">2.29&#x2009;&#x00B1;&#x2009;0.78&#x2009;years</td>
<td align="center" valign="middle">16:8</td>
<td align="left" valign="middle" rowspan="2">CAP, SIR</td>
<td align="center" valign="middle" rowspan="2">8</td>
</tr>
<tr>
<td align="left" valign="middle">Control</td>
<td align="center" valign="middle">30</td>
<td align="center" valign="middle">2.35&#x2009;&#x00B1;&#x2009;0.98&#x2009;years</td>
<td align="center" valign="middle">18:12</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>NOS, Newcastle Ottawa Scale; CAP, Categories of audit performance; SIR, Speech intelligibility rating; MAIS, Meaningful auditory integration scales; MUSS, Meaningful use of speech scale; CSW-OSW, Closed-set and open-set words; PTA, The pure tone audiometry; PEACH, Parents&#x2019; evaluation of aural/oral performance of children; RDLS, The Reynell Develop-mental Language Scales; LQ, Language quotient.</p>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Process of literature screening.</p>
</caption>
<graphic xlink:href="fneur-15-1372736-g001.tif"/>
</fig>
</sec>
<sec id="sec16">
<label>3.2</label>
<title>Literature heterogeneity test</title>
<p>Heterogeneity tests were conducted for each test, and fixed-effects model analysis was performed on categories of audit performance (CAP), speech intelligibility rating (SIR), and parents&#x2019; evaluation of aural/oral performance of children (PEACH) scores (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.05, <italic>I</italic><sup>2</sup>&#x2009;&#x003C;&#x2009;50%).</p>
</sec>
<sec id="sec17">
<label>3.3</label>
<title>Comparison of postoperative CAP scores</title>
<p>Six studies, involving a total of 722 cases (72 cases in the WS group and 650 cases in the control group), compared the CAP scores of the WS group and the control group after CI. The fixed-effect model was used for analysis, and the combined-effect test result yielded <italic>Z</italic>&#x2009;=&#x2009;1.44, <italic>p</italic>&#x2009;=&#x2009;0.15. This suggests that there is no statistical difference between the WS group and the control group in terms of CAP scores, as shown in <xref ref-type="fig" rid="fig2">Figure 2</xref>.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Forest map of CAP comparison between the WS group and the control group.</p>
</caption>
<graphic xlink:href="fneur-15-1372736-g002.tif"/>
</fig>
</sec>
<sec id="sec18">
<label>3.4</label>
<title>Comparison of postoperative SIR scores</title>
<p>Six studies, involving a total of 722 cases (72 cases in the WS group and 650 cases in the control group), compared the SIR scores of the WS group and the control group after CI. The fixed-effect model was used for analysis, and the combined-effect test result yielded <italic>Z</italic>&#x2009;=&#x2009;1.05, <italic>p</italic>&#x2009;=&#x2009;0.29. This indicates that there is no statistical difference between the WS group and the control group in terms of SIR scores, as shown in <xref ref-type="fig" rid="fig3">Figure 3</xref>.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Forest map of SIR comparison between the WS group and the control group.</p>
</caption>
<graphic xlink:href="fneur-15-1372736-g003.tif"/>
</fig>
</sec>
<sec id="sec19">
<label>3.5</label>
<title>Comparison of postoperative PEACH scores</title>
<sec id="sec20">
<label>3.5.1</label>
<title>Comparison of telephone scores</title>
<p>Two studies, involving a total of 90 cases (37 cases in the WS group and 53 cases in the control group), compared the telephone scores of the WS group and the control group after CI. The fixed-effect model was used for analysis, and the combined-effect scale test result yielded <italic>Z</italic>&#x2009;=&#x2009;0.42, <italic>p</italic>&#x2009;=&#x2009;0.68. This reveals that there is no statistical difference between the WS group and the control group in terms of the comparison of telephone scores, as shown in <xref ref-type="fig" rid="fig4">Figure 4</xref>.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Forest map of telephone communication score comparison between the WS group and the control group.</p>
</caption>
<graphic xlink:href="fneur-15-1372736-g004.tif"/>
</fig>
</sec>
<sec id="sec21">
<label>3.5.2</label>
<title>Comparison of quiet environment scores</title>
<p>Two studies, involving a total of 90 cases (37 cases in the WS group and 53 cases in the control group), compared the quiet environment scores of the WS group and the control group after CI. The fixed-effect model was used for analysis, and the combined-effect scale test result yielded <italic>Z</italic>&#x2009;=&#x2009;0.12, <italic>p</italic>&#x2009;=&#x2009;0.91. This indicates that there is no statistical difference between the WS group and the control group in terms of quiet environment scores, as shown in <xref ref-type="fig" rid="fig5">Figure 5</xref>.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Forest map of quiet score comparison between the WS group and the control group.</p>
</caption>
<graphic xlink:href="fneur-15-1372736-g005.tif"/>
</fig>
</sec>
<sec id="sec22">
<label>3.5.3</label>
<title>Comparison of noise environment scores</title>
<p>Two studies, involving a total of 90 cases (37 cases in the WS group and 53 cases in the control group), compared the noise environment scores of the WS group and the control group after CI. The fixed-effect model was used for analysis, and the combined-effect test result yielded <italic>Z</italic>&#x2009;=&#x2009;0.15, <italic>p</italic>&#x2009;=&#x2009;0.88. This suggests that there is no statistical difference between the WS group and the control group in terms of noise environment scores, as shown in <xref ref-type="fig" rid="fig6">Figure 6</xref>.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Forest map of noise score comparison between the WS group and the control group.</p>
</caption>
<graphic xlink:href="fneur-15-1372736-g006.tif"/>
</fig>
</sec>
</sec>
<sec id="sec23">
<label>3.6</label>
<title>Publication bias analysis</title>
<p>The literature exhibits inconsistency in the included evaluation indicators. A funnel plot was generated for bias analysis of each study, and the results showed that the literature was symmetrically distributed on both sides, indicating an absence of publication bias. However, during SIR analysis, one literature source exhibited high heterogeneity.</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec24">
<label>4</label>
<title>Discussion</title>
<p>Waardenburg syndrome can be categorized into four types based on its clinical manifestations. Type 1 presents with ectopic inner canthus, sensorineural deafness, heterochromatic iris, white frontal hair, hypopigmentation, and straight eyebrows. Type 2 lacks ectopic inner canthus but is otherwise similar to Type 1. Type 3, also known as Klein Waardenburg syndrome, is characterized by the features of Type 1 along with muscular dysplasia and upper limb contracture, Type 4, identified as Waardenburg Shah syndrome or Waardenburg Hirschsprung disease, corresponds to Type 2 and is accompanied by Hirschsprung disease. Types 1 and 2 collectively constitute a significant proportion (<xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref17">17</xref>). About 60% of individuals with WS types I and III suffer from sensorineural hearing loss, while 90% of those with types II and IV experience sensorineural hearing loss (<xref ref-type="bibr" rid="ref18">18</xref>).</p>
<p>Some genes are believed to be related to the onset of WS. According to current research, <italic>PAX3</italic> is related to the pathogenesis of WS1 and WS3 (<xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref20">20</xref>), <italic>MITF</italic> and <italic>SNAI2</italic> play a role in the pathogenesis of WS2 (<xref ref-type="bibr" rid="ref21">21</xref>), <italic>SOX10</italic> is related to the pathogenesis of WS2 and WS4 (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>), <italic>EDNRB</italic> and <italic>EDN3</italic> are related to the pathogenesis of WS4 (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>). Some WS patients are accompanied by semicircular canal dysplasia, cochlear dysplasia, and large vestibular aqueduct. Structural malformations of the cochlear and labyrinth have not been reported (<xref ref-type="bibr" rid="ref17">17</xref>). At present, most studies show that patients with WS recover well after CI, but some studies still report that the postoperative effect on patients is not good (<xref ref-type="bibr" rid="ref7">7</xref>). Lovett et al. (<xref ref-type="bibr" rid="ref2">2</xref>) compared the hearing and speech outcomes of WS patients before and after CI. The results showed that CI can be an effective way for improving the hearing and speech ability of WS patients. But we still want to find out whether WS and non-WS have a similar prognosis.</p>
<p>Both CAP and SIR were proposed by Nikolopoulos et al. of Nottingham University and filled in by patients&#x2019; relatives (<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>). These assessments provide straightforward information about children&#x2019;s hearing levels and speech abilities following surgery, making them widely used for evaluating the postoperative rehabilitation outcomes of cochlear implants (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref8">8</xref>). In this study, six sets of investigations utilized CAP and SIR scores to assess auditory and speech abilities in the two groups. The results indicated no significant difference in postoperative CAP and SIR scores between the WS group and the control group.</p>
<p>Parents&#x2019; evaluation of aural/oral performance of children was developed by the National Acoustic Laboratory (NAL) (<xref ref-type="bibr" rid="ref28">28</xref>) and is used for the evaluation of the auditory speech effect after cochlear implantation. Trained professionals administer the evaluation by prompting parents with questions, and responses involve describing specific cases, offering evidence of auditory speech recovery. This approach helps avoid the potential bias of direct &#x201C;yes&#x201D; or &#x201C;no&#x201D; responses, contributing to a more objective assessment (<xref ref-type="bibr" rid="ref29">29</xref>). In this analysis, two studies utilized the PEACH score, and the results indicated no significant differences in postoperative telephone scores, quiet environment scores, and noise environment scores.</p>
</sec>
<sec id="sec25">
<label>5</label>
<title>Limitations</title>
<p>This study has some limitations. First, the analysis is constrained by the inclusion of only a small number of studies. Second, the absence of detailed information regarding WS types and underlying genotypes hinders further discussion and exploration. Third, some of the included research samples have small populations, potentially impacting the generalizability of the findings. Fourth, in some studies, the operation time of patients was not consistently reported, introducing variability in the data. Finally, the majority of studies are from China, suggesting a geographical bias. The study calls for more diverse data from other countries to enhance the breadth and applicability of the findings.</p>
</sec>
<sec sec-type="conclusions" id="sec26">
<label>6</label>
<title>Conclusion</title>
<p>There was no obvious difference in the auditory and speech recovery effects between WS patients after cochlear implantation and individuals undergoing other cochlear implant procedures. Cochlear implantation emerges as an effective method for auditory and speech therapy in WS patients, demonstrating favorable postoperative recovery effects. However, substantiating this conclusion requires a large number of high-quality disease control studies to provide robust evidence and validation.</p>
</sec>
<sec sec-type="data-availability" id="sec27">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec28">
<title>Author contributions</title>
<p>FQ: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. SG: Writing &#x2013; original draft. XY: Writing &#x2013; original draft. XL: Writing &#x2013; review &#x0026; editing. JM: Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec29">
<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>
<ack>
<p>We are grateful for the support of the patients and colleagues in the department.</p>
</ack>
<sec sec-type="COI-statement" id="sec30">
<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="sec31">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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