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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Endocrinol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Endocrinology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Endocrinol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1664-2392</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fendo.2026.1750620</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>The clinical value of repeat ultrasound-guided fine-needle aspiration biopsy in the management of Bethesda Category III thyroid nodules</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Chen</surname><given-names>Chong</given-names></name>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3287772/overview"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
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</contrib>
<contrib contrib-type="author">
<name><surname>Fu</surname><given-names>Qingfeng</given-names></name>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2020;</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
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</contrib>
<contrib contrib-type="author">
<name><surname>He</surname><given-names>Rundong</given-names></name>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Guo</surname><given-names>Yiming</given-names></name>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname><given-names>Shuai</given-names></name>
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</contrib>
<contrib contrib-type="author">
<name><surname>Sun</surname><given-names>Ping</given-names></name>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zhou</surname><given-names>Le</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<contrib contrib-type="author">
<name><surname>Sun</surname><given-names>Hui</given-names></name>
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</contrib-group>
<aff id="aff1"><institution>Department of Thyroid Surgery, China-Japan Union Hospital of Jilin University, Jilin Provincial Key Laboratory of Translational Medicine in Surgery, Jilin Provincial Engineering, Laboratory of Thyroid Disease Prevention and Treatment</institution>, <city>Changchun</city>,&#xa0;<country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Le Zhou, <email xlink:href="mailto:zhoule@jlu.edu.cn">zhoule@jlu.edu.cn</email></corresp>
<fn fn-type="other" id="fn003">
<label>&#x2020;</label>
<p>These authors share first authorship</p></fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-27">
<day>27</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1750620</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>21</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Chen, Fu, He, Guo, Zhang, Sun, Zhou and Sun.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Chen, Fu, He, Guo, Zhang, Sun, Zhou and Sun</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-27">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Objective</title>
<p>This study aimed to evaluate the clinical value of repeat fine-needle aspiration biopsy (rFNAB) for thyroid nodules initially classified as Bethesda Category III, to explore the optimal timing for repeat biopsy, and to optimize the biopsy strategy by integrating ultrasonographic characteristics.</p>
</sec>
<sec>
<title>Methods</title>
<p>We retrospectively analyzed the clinical data of 109 patients (114 nodules) who underwent rFNAB at our hospital from December 2020 to December 2025, including 87 females and 22 males. Based on rFNAB results, the nodules were divided into a definitive diagnosis group (93 nodules) and a non-definitive diagnosis group (21 nodules). The definitive diagnosis group was further subdivided into a malignant group (62 nodules, Bethesda V/VI) and a benign group (31 nodules, Bethesda II). We recorded biopsy results, intervals between biopsies, postoperative pathological findings, and ultrasonographic features. Statistical differences between groups were analyzed. Statistical methods included the &#x3c7;&#xb2; test, Fisher&#x2019;s exact test, binary logistic regression analysis, and ROC curve analysis.</p>
</sec>
<sec>
<title>Results</title>
<p>Among the 114 Bethesda Category III nodules, 93 (81.6%) obtained a definitive diagnosis through rFNAB, including 62 malignant (66.7%) and 31 benign (33.3%) nodules; 21 nodules (18.4%) remained non-diagnostic. Forty-seven patients with malignant rFNAB results underwent surgical treatment, including 9 (19.1%) in the &lt;3-month interval group and 38 (80.9%) in the &#x2265;3-month interval group. No significant differences were observed in lymph node metastasis rates or recurrence risk stratification between the two groups. Among the ultrasonographic characteristics of the malignant, benign, and non-diagnostic groups, only calcification type showed a statistically significant difference (P &lt; 0.05). Additionally, ROC curve analysis confirmed the diagnostic efficacy of the TI-RADS score for Bethesda Category III nodules (AUC = 0.746). The maximum Youden index (0.403) was achieved at a cut-off value of 8 points (specificity 83.9%, sensitivity 56.5%).</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Repeat fine-needle aspiration biopsy (rFNAB) significantly improves the diagnostic rate for thyroid nodules initially diagnosed as Bethesda Category III, and the time interval between the two biopsies does not affect diagnostic performance. For the follow-up of nodules with an initial Bethesda Category III FNAB result, rFNAB is recommended when the TI-RADS score is &#x2265;8, especially if suspicious ultrasonographic signs such as new or persistent microcalcifications are present. During the procedure, multi-point sampling should target non-calcified areas at the nodule periphery to improve the accuracy and reliability of rFNAB.</p>
</sec>
</abstract>
<kwd-group>
<kwd>ACR TI-RADS</kwd>
<kwd>bethesda Category III</kwd>
<kwd>fine-needle aspiration cytology</kwd>
<kwd>repeat fine-needle aspiration biopsy</kwd>
<kwd>Thyroid nodule</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was supported by the Department of Science and Technology of Jilin Province, China [Grant No. 20260203159SF].</funding-statement>
</funding-group>
<counts>
<fig-count count="1"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="29"/>
<page-count count="8"/>
<word-count count="3689"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Thyroid Endocrinology</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>In recent years, the incidence of thyroid nodules has been increasing annually. In the general population, the detection rate of thyroid nodules can reach 60%, of which approximately 5% are ultimately confirmed to be malignant (<xref ref-type="bibr" rid="B1">1</xref>). Therefore, determining the nature of thyroid nodules is of paramount importance. Fine-needle aspiration biopsy (FNAB) is the preferred method for diagnosing thyroid nodules, with studies reporting a sensitivity of up to 82% and specificity approaching 100% (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>).However, initial FNAB results may be non-diagnostic or indeterminate due to insufficient sampling or ambiguous cytological features, leading to non-diagnostic or uncertain results in up to 20%-30% of cases (<xref ref-type="bibr" rid="B4">4</xref>). Repeated fine-needle aspiration biopsy (rFNAB) can serve as an effective supplementary method. Studies have shown that rFNAB can significantly improve the diagnostic rate and reduce unnecessary surgeries. Nevertheless, the clinical value and optimal timing of rFNAB remain subjects of debate. This study aims to evaluate the impact of rFNAB on the clinical management of Bethesda Category III nodules and to further optimize the biopsy strategy.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Study population</title>
<p>This study retrospectively analyzed the clinical data of 109 patients (114 nodules) who underwent rFNAB at the Department of Thyroid Surgery, China-Japan Union Hospital of Jilin University from December 2020 to January 2025, including 87 females and 22 males. Based on rFNAB results, the nodules were divided into a definitive diagnosis group (93 nodules) and a non-definitive diagnosis group (21 nodules). The definitive diagnosis group was further subdivided into a malignant group (62 nodules, Bethesda V/VI) and a benign group (31 nodules, Bethesda II), while the non-definitive diagnosis group included Bethesda I/III/IV nodules.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Inclusion and exclusion criteria</title>
<p>Inclusion criteria were: &#x2460; initial FNAB result of Bethesda Category III (atypia of undetermined significance or follicular lesion of undetermined significance); &#x2461; underwent two rFNAB procedures at our center with complete ultrasonographic features and pathological data. Exclusion criteria were: &#x2460; lack of complete pathological data; &#x2461; received other treatments during follow-up; &#x2462; the two biopsies targeted different nodules. All patients and their families provided informed consent.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Research methods</title>
<sec id="s2_3_1">
<label>2.3.1</label>
<title>Thyroid biopsy procedure</title>
<p>The puncture site and surrounding skin (&#x2265;5 cm) were routinely disinfected preoperatively. The ultrasound probe was sterilized using a sterile sheath isolation technique. After identifying the nodule&#x2019;s location, size, margins, calcifications, and blood supply using high-resolution real-time ultrasound, a 22&#x2013;23 G fine needle was inserted into the nodule under ultrasound guidance. The needle was moved back and forth 10&#x2013;20 times, with this process repeated three times per nodule. The core material was expelled onto glass slides, fixed with 95% ethanol, and immediately sent for cytopathological examination.</p>
</sec>
<sec id="s2_3_2">
<label>2.3.2</label>
<title>Data collection</title>
<p>Cytological specimens were classified by pathologists according to the Bethesda system, with diagnostic categories as follows: Category I (non-diagnostic), Category II (benign), Category III (atypia of undetermined significance or follicular lesion of undetermined significance), Category IV (follicular neoplasm or suspicious for follicular neoplasm), Category V (suspicious for malignancy), and Category VI (malignant). Demographic data and clinical characteristics of the nodules were recorded, including maximum diameter, echogenicity (hypoechoic/other), aspect ratio, shape (regular/irregular), calcification type (microcalcification/other), and TI-RADS classification. For patients with malignant rFNAB results who underwent surgery, surgical pathological results were recorded, including lesion size, lymph node metastasis status, and recurrence risk stratification (low, intermediate, high risk).</p>
</sec>
<sec id="s2_3_3">
<label>2.3.3</label>
<title>Statistical analysis</title>
<p>Statistical analysis was performed using SPSS 25.0 software. Categorical data are presented as proportions (%), and group comparisons were conducted using the chi-square test, Fisher&#x2019;s exact test, or one-way ANOVA. Binary logistic regression analysis and ROC curve analysis were also employed. A P-value &lt; 0.05 was considered statistically significant.</p>
</sec>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Diagnostic performance of repeat FNAB</title>
<p>Among the 114 Bethesda Category III nodules, 93 (81.6%) obtained a definitive diagnosis through rFNAB, including 62 malignant (66.7%) and 31 benign (33.3%) nodules. Twenty-one nodules (18.4%) remained non-diagnostic (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>rFNAB results of thyroid bethesda category III nodules.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Diagnostic group</th>
<th valign="middle" align="center">Number (%)</th>
<th valign="middle" align="center">rFNAB result</th>
<th valign="middle" align="center">Number (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Diagnostic Group Number (%)</td>
<td valign="middle" align="center">21(18.4)</td>
<td valign="middle" align="center">Category I</td>
<td valign="middle" align="center">1(0.9)</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Category III</td>
<td valign="middle" align="center">20(17.5)</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Category IV</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">Definitive Group</td>
<td valign="middle" align="center">93(81.6)</td>
<td valign="middle" align="center">Category II</td>
<td valign="middle" align="center">31(27.2)</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Category V</td>
<td valign="middle" align="center">10(8.8)</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Category VI</td>
<td valign="middle" align="center">52(45.6)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Postoperative pathological analysis</title>
<p>Forty-seven patients with malignant rFNAB results underwent surgical treatment. Their clinical characteristics were as follows:</p>
<p>There were 9 patients (20.8%) with an rFNAB interval of &lt;3 months. Among them, 3 had lesion diameters &#x2265;1 cm, 2 had lymph node metastasis, and postoperative recurrence risk stratification showed 9 (100.0%) as low risk. There were 38 patients (79.2%) with an rFNAB interval of &#x2265;3 months. Among them, 4 had lesion diameters &#x2265;1 cm, 8 had lymph node metastasis, and postoperative recurrence risk stratification showed 34 (89.5%) as low risk and 4 (10.5%) as intermediate risk. The lymph node metastasis rates were similar between the two groups (22.2% in the &lt;3-month group vs. 21.1% in the &#x2265;3-month group) (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Postoperative pathological findings in patients with malignant rFNAB thyroid nodules [n (%)].</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Interval</th>
<th valign="middle" rowspan="2" align="left">Surgery cases</th>
<th valign="middle" colspan="2" align="left">Lesion max diameter (cm)</th>
<th valign="middle" colspan="2" align="left">Lymph node metastasis (n)</th>
<th valign="middle" colspan="2" align="left">Recurrence risk stratification</th>
</tr>
<tr>
<th valign="middle" align="left">&lt;1</th>
<th valign="middle" align="left">&#x2265;1</th>
<th valign="middle" align="left">Yes</th>
<th valign="middle" align="left">No</th>
<th valign="middle" align="left">Low risk</th>
<th valign="middle" align="left">Intermediate risk</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">&lt;3 months</td>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">6(66.7)</td>
<td valign="middle" align="center">3(33.3)</td>
<td valign="middle" align="center">2(22.2)</td>
<td valign="middle" align="center">7(77.8)</td>
<td valign="middle" align="center">9(100.0)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">&#x2265;3months</td>
<td valign="middle" align="center">38</td>
<td valign="middle" align="center">34(89.5)</td>
<td valign="middle" align="center">4(10.5)</td>
<td valign="middle" align="center">8(21.0)</td>
<td valign="middle" align="center">30(79.0)</td>
<td valign="middle" align="center">34(89.5)</td>
<td valign="middle" align="center">4(10.5)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Analysis of ultrasonographic features and biopsy intervals in bethesda category III nodules</title>
<p>Among the 114 nodules initially diagnosed as Bethesda Category III, comparisons among the malignant, non-diagnostic, and benign groups regarding maximum diameter, internal echogenicity, aspect ratio, shape, TI-RADS classification, and interval between the two biopsies showed no statistically significant differences (P &gt; 0.05). However, further pairwise comparisons revealed that the differences in calcification type between the malignant group and the benign group, and between the malignant group and the non-diagnostic group, were statistically significant (P &lt; 0.05), suggesting that calcification characteristics may have reference value for distinguishing benign from malignant Bethesda Category III nodules (<xref ref-type="table" rid="T3"><bold>Table&#xa0;3</bold></xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Characteristics of ultrasound features in patients with thyroid nodules.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Group</th>
<th valign="middle" align="left">Number of nodules</th>
<th valign="middle" colspan="2" align="left">Time interval</th>
<th valign="middle" colspan="2" align="left">Maximum diameter</th>
<th valign="middle" colspan="2" align="left">Echogenicity</th>
<th valign="middle" colspan="2" align="left">Aspect ratio</th>
</tr>
<tr>
<th valign="middle" align="left"/>
<th valign="middle" align="left">&lt;3 months</th>
<th valign="middle" align="left">&#x2265;3 months</th>
<th valign="middle" align="left">&lt;1cm</th>
<th valign="middle" align="left">&#x2265;1cm</th>
<th valign="middle" align="left">Hypoechoic</th>
<th valign="middle" align="left">Other</th>
<th valign="middle" align="left">&lt;1</th>
<th valign="middle" align="left">&#x2265;1</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Malignant</td>
<td valign="middle" align="center">62</td>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">53</td>
<td valign="middle" align="center">47</td>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">59</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">30</td>
<td valign="middle" align="center">32</td>
</tr>
<tr>
<td valign="middle" align="center">Benign</td>
<td valign="middle" align="center">31</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">28</td>
<td valign="middle" align="center">26</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">29</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">21</td>
<td valign="middle" align="center">10</td>
</tr>
<tr>
<td valign="middle" align="center">Non-Definitive Diagnosis</td>
<td valign="middle" align="center">21</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">20</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">20</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">6</td>
</tr>
<tr>
<td valign="middle" align="center">X&#xb2;</td>
<td valign="middle" align="center"/>
<td valign="middle" colspan="2" align="center">&#x2013;</td>
<td valign="middle" colspan="2" align="center">1.259</td>
<td valign="middle" colspan="2" align="center">&#x2013;</td>
<td valign="middle" colspan="2" align="center">5.11</td>
</tr>
<tr>
<td valign="middle" align="center">P</td>
<td valign="middle" align="center"/>
<td valign="middle" colspan="2" align="center">0.528</td>
<td valign="middle" colspan="2" align="center">0.533</td>
<td valign="middle" colspan="2" align="center">1.000</td>
<td valign="middle" colspan="2" align="center">0.078</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">Group</td>
<td valign="middle" align="center">Number of Nodules</td>
<td valign="middle" colspan="2" align="center">Shape</td>
<td valign="middle" colspan="2" align="center">Calcification</td>
<td valign="middle" colspan="2" align="center">TI-RADS</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">&#x679a;</td>
<td valign="middle" align="center">Regular</td>
<td valign="middle" align="center">Irregular</td>
<td valign="middle" align="center">Microcalcification</td>
<td valign="middle" align="center">Other</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Malignant</td>
<td valign="middle" align="center">62</td>
<td valign="middle" align="center">47</td>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">32</td>
<td valign="middle" align="center">30</td>
<td valign="middle" align="center">22</td>
<td valign="middle" align="center">40</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="center">Benign</td>
<td valign="middle" align="center">31</td>
<td valign="middle" align="center">27</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">28</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="center">Non-Definitive Diagnosis</td>
<td valign="middle" align="center">21</td>
<td valign="middle" align="center">13</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">18</td>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">11</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="center">X&#xb2;</td>
<td valign="middle" align="center"/>
<td valign="middle" colspan="2" align="center">4.415</td>
<td valign="middle" colspan="2" align="center">20.558</td>
<td valign="middle" colspan="2" align="center">3.385</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="center">P</td>
<td valign="middle" align="center"/>
<td valign="middle" colspan="2" align="center">0.11</td>
<td valign="middle" colspan="2" align="center">0.001</td>
<td valign="middle" colspan="2" align="center">0.184</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Diagnostic efficacy analysis of TI-RADS scoring</title>
<p>Using rFNAB cytopathological results as the gold standard, the receiver operating characteristic (ROC) curve of TI-RADS scoring for differentiating benign from malignant among initially biopsied Bethesda Category III nodules is shown in <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>. The area under the curve (AUC) was 0.746 (95% CI: [0.648&#x2013;0.844], P &lt; 0.001), indicating good overall diagnostic value of this scoring system. As shown in <xref ref-type="table" rid="T4"><bold>Table&#xa0;4</bold></xref>, the statistical optimal cut-off value corresponding to the maximum Youden index (0.403) was 7.5 points, with a sensitivity of 56.5% and specificity of 83.9%. Notably, a cut-off value of 6.5 also demonstrated good diagnostic performance, with a sensitivity of 72.6% and specificity of 61.3%, achieving a better clinical utility balance (<xref ref-type="table" rid="T4"><bold>Table&#xa0;4</bold></xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Receiver operating characteristic (ROC) curve of TI-RADS score for differentiating benign and malignant thyroid nodules by rFNAB.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-17-1750620-g001.tif">
<alt-text content-type="machine-generated">ROC curve line graph comparing model performance with a reference line, showing sensitivity versus one minus specificity. The model&#x2019;s score curve is above the reference diagonal, indicating predictive value.</alt-text>
</graphic></fig>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Efficacy Analysis of TI-RADS Scoring in Diagnosing Benign and Malignant rFNAB Thyroid Nodules.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Score</th>
<th valign="middle" align="left">Sensitivity</th>
<th valign="middle" align="left">Specificity</th>
<th valign="middle" align="left">Youden Index</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">&#x2265; 2.0</td>
<td valign="middle" align="left">1.000</td>
<td valign="middle" align="left">0.000</td>
<td valign="middle" align="left">.000</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2265; 3.5</td>
<td valign="middle" align="left">.968</td>
<td valign="middle" align="left">.032</td>
<td valign="middle" align="left">.000</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2265; 4.5</td>
<td valign="middle" align="left">.919</td>
<td valign="middle" align="left">.258</td>
<td valign="middle" align="left">.177</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2265; 5.5</td>
<td valign="middle" align="left">.806</td>
<td valign="middle" align="left">.387</td>
<td valign="middle" align="left">.194</td>
</tr>
<tr>
<td valign="middle" align="left"><bold>&#x2265; 6.5</bold></td>
<td valign="middle" align="left"><bold>.726</bold></td>
<td valign="middle" align="left"><bold>.613</bold></td>
<td valign="middle" align="left"><bold>.339</bold></td>
</tr>
<tr>
<td valign="middle" align="left"><bold>&#x2265; 7.5</bold></td>
<td valign="middle" align="left"><bold>.565</bold></td>
<td valign="middle" align="left"><bold>.839</bold></td>
<td valign="middle" align="left"><bold>.403</bold></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2265; 8.5</td>
<td valign="middle" align="left">.371</td>
<td valign="middle" align="left">.968</td>
<td valign="middle" align="left">.339</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2265; 9.5</td>
<td valign="middle" align="left">.306</td>
<td valign="middle" align="left">1.000</td>
<td valign="middle" align="left">.306</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2265; 10.5</td>
<td valign="middle" align="left">.177</td>
<td valign="middle" align="left">1.000</td>
<td valign="middle" align="left">.177</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2265; 11.5</td>
<td valign="middle" align="left">.161</td>
<td valign="middle" align="left">1.000</td>
<td valign="middle" align="left">.161</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2265; 12.5</td>
<td valign="middle" align="left">.032</td>
<td valign="middle" align="left">1.000</td>
<td valign="middle" align="left">.032</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2265; 14.0</td>
<td valign="middle" align="left">.000</td>
<td valign="middle" align="left">1.000</td>
<td valign="middle" align="left">.000</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>The maximum Youden Index is 0.403, corresponding to a cut-off value of &#x2265;7.5. Bolded rows indicate key cut-off values with significant clinical reference importance.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Thyroid nodules are a common clinical endocrine disorder, and their risk of malignant transformation has always been a focus of clinical attention. Fine-needle aspiration biopsy (FNAB), as the gold standard for preoperative diagnosis of thyroid nodules, has been widely used. However, the incidence of Bethesda Category III (AUS/FLUS) is approximately 10%&#x2013;20% among FNAB results, making AUS/FLUS a relatively common diagnostic category and posing significant challenges for the diagnosis and clinical management of thyroid nodules. The latest edition of The Bethesda System for Reporting Thyroid Cytopathology (TBSRTC, 2023) indicates that the average risk of malignancy for Bethesda Category III (AUS/FLUS) is as high as 22% (range 13%&#x2013;30%) (<xref ref-type="bibr" rid="B4">4</xref>). This risk level is significantly higher than that of benign nodules but insufficient to warrant immediate surgical excision. Therefore, clinicians face a dilemma in managing these nodules&#x2014;they cannot ignore the potential malignancy, nor do they want to lead to unnecessary surgeries due to over-diagnosis. TBSRTC recommends repeat fine-needle aspiration biopsy (rFNAB) for Bethesda Category III (AUS/FLUS) nodules to further clarify their nature (<xref ref-type="bibr" rid="B4">4</xref>). However, there are currently no clear guidelines regarding the timing of rFNAB, its diagnostic value, or which nodules should preferentially undergo rFNAB. These issues have become hot topics in research and urgently require further investigation and clarification to optimize the clinical management strategy for thyroid nodules.</p>
<sec id="s4_1">
<label>4.1</label>
<title>Value of repeat FNAB in diagnosing Bethesda Category III (AUS/FLUS) thyroid nodules</title>
<p>To further clarify the nature of Bethesda Category III (AUS/FLUS) thyroid nodules, The Bethesda System for Reporting Thyroid Cytopathology (TBSRTC) recommends performing repeat fine-needle aspiration biopsy (rFNAB) under ultrasound guidance (<xref ref-type="bibr" rid="B4">4</xref>). In this study, for nodules with an initial FNAB result of Bethesda Category III, 81.6% obtained a definitive diagnosis after rFNAB, with a malignancy rate of 54.4% and a benign rate of 27.2%. This result significantly improved the reclassification rate of nodules and substantially increased the detection rate of malignant nodules. Numerous studies have confirmed the significant value of rFNAB in improving diagnostic accuracy. A systematic review and meta-analysis including 3932 AUS/FLUS thyroid nodules showed that rFNAB reclassified approximately 70% of AUS/FLUS samples into more definitive cytological categories, with a benign detection rate close to 50% (<xref ref-type="bibr" rid="B5">5</xref>), thereby avoiding unnecessary surgery for more patients. However, in international studies, the detection rate of benign nodules is higher than that of malignant nodules. This finding is inconsistent with the results of this study and studies by YU Lulu, ZHAO Na, et&#xa0;al. (<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>). This discrepancy may be related to the domestic tendency to select nodules with high-risk features for repeat biopsy, such as nodule growth or ultrasound suggesting malignant features. Additionally, a more proactive attitude towards interpreting repeat biopsy pathological results domestically might also contribute to the higher proportion of malignant results, thus improving the detection rate of malignant tumors. Nevertheless, these results indicate that rFNAB can, to some extent, compensate for the limitations of initial FNAB and provide a more reliable basis for clinical decision-making.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Timing of repeat US-FNAB and its impact on patients</title>
<p>In the management of thyroid nodules, the timing of repeat FNAB (rFNAB) after an initial Bethesda Category III (AUS/FLUS) result is an important issue in clinical decision-making. The Bethesda guidelines recommend waiting 3 months after the initial biopsy for the second biopsy (<xref ref-type="bibr" rid="B4">4</xref>). Some previous studies support this view, advising against repeating FNAB (rFNAB) on the same nodule within a short period to avoid misinterpretation of cellular atypia caused by the initial FNAB as cytological features of thyroid cancer (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B9">9</xref>). However, in recent years, more studies have suggested that the time interval between two FNABs does not affect diagnostic performance, and repeating FNAB within a short time does not increase false-positive results (<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>) In this study, no significant difference was found between the definitive diagnosis group and the non-definitive diagnosis group regarding whether rFNAB was performed before or after 3 months, which is consistent with the views of most researchers. Some studies suggest that rFNAB should be performed within a short period for Bethesda Category III nodules to avoid poor patient prognosis (<xref ref-type="bibr" rid="B13">13</xref>). However, in this study, we analyzed the postoperative pathology of patients who underwent surgery after a follow-up period exceeding 3 months and found that only 10.5% of patients had an intermediate recurrence risk, while the rest were low risk, with no serious consequences due to delayed treatment. KOH et&#xa0;al.&#x2019;s study also found that in the absence of lateral cervical lymph node metastasis on ultrasound, delayed surgery had no significant effect on extra thyroidal extension and the extent of lymph node metastasis (<xref ref-type="bibr" rid="B14">14</xref>). Furthermore, studies have suggested that papillary thyroid carcinomas (PTC) smaller than 1.5 cm progress relatively slowly, have a low rate of lymph node metastasis, and delayed surgery has no adverse effect on patient prognosis in the absence of other high-risk factors (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>). Therefore, patients with an initial FNAB result of Bethesda Category III and no high-risk factors can undergo long-term follow-up with ultrasound to monitor feature changes and decide on further clinical management strategies. However, the author believes that by combining the ultrasonographic features of the nodule, repeat biopsy can be performed at a more appropriate time. Monitoring changes in the nodule&#x2019;s ultrasonographic features (especially the appearance of microcalcifications) and the TI-RADS score (especially &#x2265;8) can improve diagnostic accuracy while reducing unnecessary biopsies, avoiding over-medicalization.</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Ultrasonographic features of nodules undergoing repeat US-FNAB</title>
<p>This study found that the presence of microcalcifications in the benign, malignant, and non-diagnostic groups was of great significance in predicting the nature of Bethesda Category III thyroid nodules. The research results of Abdulrahman S Alamri, Yoo, W. S., et&#xa0;al. also proved that highly suspicious ultrasonographic features of microcalcifications aid in the diagnosis of thyroid cancer among Bethesda Category III (AUS/FLUS) nodules (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>). Therefore, during follow-up, heightened vigilance should be maintained for nodules accompanied by microcalcifications, and further rFNAB examination should be performed to clarify the diagnosis. However, in the author&#x2019;s study, hypoechogenicity showed no statistical difference between the malignant group and the benign group, or between the malignant group and the non-diagnostic group, which is inconsistent with the study by Abdulrahman S Alamri et&#xa0;al. This may be related to the fact that physicians in this study initially selected nodules with an aspect ratio greater than 1, irregular shape, and hypoechogenicity for FNAB.</p>
</sec>
<sec id="s4_4">
<label>4.4</label>
<title>Diagnostic efficacy analysis of TI-RADS scoring for nodules undergoing repeat US-FNAB</title>
<p>This study confirmed through ROC analysis that TI-RADS scoring is an effective tool for differentiating benign from malignant among initially biopsied Bethesda Category III nodules (AUC = 0.746), which is consistent with conclusions from previous relevant studies (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). The ROC curve coordinates showed that the maximum Youden index (0.403) occurred at a cut-off value of 7.5, with a specificity of 83.9% and sensitivity of 56.5%. Given that scores in clinical practice are integers, and based on the principles of ROC curve construction, this cut-off value is statistically entirely equivalent to the clinical decision rule &#x201c;TI-RADS score &#x2265; 8 points&#x201d;. Therefore, from a statistical perspective, this study recommends using &#x2265;8 points as the clinical operational threshold for performing biopsy. However, when applying this threshold, one must be cautious of its relatively low sensitivity; for nodules with scores close to this threshold, comprehensive judgment combining ultrasonographic features is advisable. It is worth noting that a cut-off value of 6.5 (corresponding to a &#x201c;score &#x2265; 7 points&#x201d;) also demonstrated good diagnostic performance, with a sensitivity (72.6%) and specificity (61.3%) achieving a better balance for clinical utility. How to choose the operational cut-off value is essentially a clinical decision problem, depending on our assessment of the relative harms of two types of errors: &#x201c;false negatives&#x201d; (missed diagnosis) and &#x201c;false positives&#x201d; (over-biopsy). The accurate selection of the final threshold should be based on a specific weighing of the clinical situation.</p>
</sec>
<sec id="s4_5">
<label>4.5</label>
<title>Optimization of FNAB</title>
<p>This study thoroughly investigated potential factors influencing Bethesda Category III results in thyroid nodule fine-needle aspiration biopsy (FNAB). Statistical analysis of age and gender among the benign, malignant, and non-diagnostic groups showed that these factors were not statistically significant, which is inconsistent with previous study results (<xref ref-type="bibr" rid="B20">20</xref>). The author believes this result may be related to the following factors: Firstly, the relatively small sample size of this study may not have sufficiently revealed differences between groups; Secondly, physicians in this study tended to select nodules with higher TI-RADS classifications for repeat FNAB (rFNAB), which may have led to a relatively concentrated age and gender distribution in the population with initial Bethesda Category III results. Currently, the unsatisfactory rate of FNA specimens is as high as 20% (<xref ref-type="bibr" rid="B21">21</xref>). Calcifications, cystic changes, and necrotic areas within the nodule can affect the quality of sampling, while nodule size and an aspect ratio greater than 1 also influence the satisfaction level of the sampling (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>). Additionally, the operator&#x2019;s skill level, the adequacy of specimen preparation, and the typicality of cytological features of malignancy can also affect the pathologist&#x2019;s judgment. To improve the specimen quality and diagnostic accuracy of FNAB, the biopsy strategy should be optimized based on the ultrasonographic features of the nodule. For large solid nodules, priority should be given to sampling the peripheral cell-rich areas, avoiding central necrosis or liquefaction areas; for cystic-solid nodules, the solid components need to be precisely targeted, and cystic fluid should be aspirated for examination. When biopsying very small nodules with a diameter less than 3 mm, the first needle must ensure precise targeting under ultrasound guidance to avoid bleeding that obscures the target. Furthermore, the needle insertion strategy should be adjusted according to the calcification morphology: peripheral calcifications can be targeted at the central area, while coarse or arc-shaped calcifications should be sampled from their edges or internal solid parts. The aforementioned targeted measures can effectively improve the success rate of sampling and the reliability of pathological evaluation, reducing diagnostic uncertainty caused by improper sampling (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). The author re-reviewed the data: there were 21 nodules with Bethesda Category III results on both biopsies, among which 5 patients underwent surgery and postoperative pathology reported malignancy. Relevant studies also suggest that malignancy rates are higher for nodules with non-diagnostic results after more than two biopsies. Surgical treatment is recommended, which is consistent with the author&#x2019;s view (<xref ref-type="bibr" rid="B26">26</xref>). Additionally, molecular testing can guide surgical decision-making in cases of insufficient cytological evidence. Among the 21 nodules with Bethesda Category III results on both biopsies in this study, 3 patients underwent molecular testing, all with positive results; postoperative pathology confirmed malignancy in 2 cases, and 1 received radiofrequency ablation therapy. In a 2015 survey of clinical practice patterns in the United States, 38.8% of 820 respondents performed molecular testing after an initial AUS/FLUS result (<xref ref-type="bibr" rid="B27">27</xref>). A high negative predictive value of 95% became the basis for physicians to postpone surgery (<xref ref-type="bibr" rid="B28">28</xref>). Another study also pointed out that molecular testing is more cost-effective than diagnostic lobectomy for Bethesda Category III nodules (<xref ref-type="bibr" rid="B29">29</xref>). Therefore, combining molecular testing technology can serve as a supplement to rFNAB, providing stronger guidance for surgical decision-making.</p>
</sec>
<sec id="s4_6">
<label>4.6</label>
<title>Limitations and future perspectives</title>
<p>This study possesses certain inherent limitations that warrant careful consideration. As a retrospective analysis conducted at a single institution, our findings may be influenced by selection bias and institutional-specific clinical practices. Although stringent inclusion and exclusion criteria were applied to enhance data reliability, the relatively limited sample size may restrict the generalizability of our conclusions. Furthermore, the observed higher malignancy rate in our cohort could partially be attributed to the clinical tendency to prioritize repeat biopsy for nodules exhibiting suspicious ultrasonographic features, such as microcalcifications or high TI-RADS scores. Future research should aim to validate these findings through prospective, multicenter studies with larger and more diverse patient populations. Additionally, integrating molecular testing with repeated cytological evaluation may further refine risk stratification and guide personalized management strategies for Bethesda Category III nodules.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>Bethesda Category III thyroid nodules carry a relatively high risk of malignancy. Repeat fine-needle aspiration biopsy (rFNAB) significantly improves the diagnostic rate for thyroid nodules initially diagnosed as Bethesda Category III,and our study showed the time interval between the two biopsies may not affect diagnostic performance. For the follow-up of nodules with an initial Bethesda Category III FNAB result, rFNAB is recommended when the TI-RADS score is &#x2265;8, especially if suspicious ultrasonographic signs such as new or persistent microcalcifications are present. During the procedure, multi-point sampling should target non-calcified areas at the nodule periphery to improve the accuracy and reliability of rFNAB. On this basis, future combination with molecular marker testing is expected to further optimize the precise management of such nodules, ultimately advancing their diagnosis and treatment strategies towards individuation and refinement.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<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 id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>This study was approved by the Ethics Committee of China-Japan Union Hospital of Jilin University (Approval No. 2023020719). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study. Written informed consent was obtained from the individual(s) for the publication of any potentially identifiable images or data included in this article.</p></sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>CC: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. QF: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. RH: Writing &#x2013; original draft. YG: Writing &#x2013; original draft. SZ: Writing &#x2013; original draft. PS: Writing &#x2013; original draft. LZ: Writing &#x2013; review &amp; editing. HS: Writing &#x2013; review &amp; editing.</p></sec>
<ack>
<title>Acknowledgments</title>
<p>We thank the colleagues who provided technical support and constructive suggestions for this study.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec>
<sec id="s11" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec id="s12" sec-type="disclaimer">
<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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<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/111472">Terry Francis Davies</ext-link>, Icahn School of Medicine at Mount Sinai, United States</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1994991">George Simeakis</ext-link>, 401 General Military Hospital of Athens, Greece</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2552244">Ebtihal Alyusuf</ext-link>, Salmaniya Medical Complex, Bahrain</p></fn>
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