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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2024.1368754</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Transcutaneous auricular vagus nerve stimulation can modulate fronto-parietal brain networks</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Han</surname> <given-names>Sang-Yoon</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Shim</surname> <given-names>Leeseul</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author" corresp="yes" equal-contrib="yes">
<name><surname>Lee</surname> <given-names>Hyo-Jeong</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" corresp="yes" equal-contrib="yes">
<name><surname>Park</surname> <given-names>Moo Kyun</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Otolaryngology-Head and Neck Surgery, College of Medicine, Hanyang University</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff2"><sup>2</sup><institution>Laboratory of Brain and Cognitive Sciences for Convergence Medicine, Hallym University College of Medicine</institution>, <addr-line>Anyang-si</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff3"><sup>3</sup><institution>Ear and Interaction Center, Doheun Institute for Digital Innovation in Medicine, Hallym University Medical Center</institution>, <addr-line>Anyang-si</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Otorhinolaryngology-Head and Neck Surgery, Hallym University College of Medicine</institution>, <addr-line>Chuncheon-si</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Hospital</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff6"><sup>6</sup><institution>Sensory Organ Research Institute, Seoul National University, Medical Research Center</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Mathieu Bourguignon, Universit&#x00E9; Libre de Bruxelles, Belgium</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Elouise Alexandra Koops, Massachusetts General Hospital and Harvard Medical School, United States</p><p>Hyunjoon Shim, Eulji University, Republic of Korea</p></fn>
<corresp id="c001">&#x002A;Correspondence: Moo Kyun Park, <email>entpmk@gmail.com</email></corresp>
<corresp id="c002">Hyo-Jeong Lee, <email>hyojlee@hallym.ac.kr</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>07</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>18</volume>
<elocation-id>1368754</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>06</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Han, Shim, Lee and Park.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Han, Shim, Lee and Park</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>Objective</title>
<p>Recent studies have shown that transcutaneous vagal nerve stimulation (tVNS) holds promise as a treatment for neurological or psychiatric disease through the ability to modulate neural activity in some brain regions without an invasive procedure. The objective of this study was to identify the neural correlates underlying the effects of tVNS.</p>
</sec>
<sec>
<title>Methods</title>
<p>Twenty right-handed healthy subjects with normal hearing participated in this study. An auricle-applied tVNS device (Soricle, Neurive Co., Ltd., Gyeongsangnam-do, Republic of Korea) was used to administer tVNS stimulation. A session consisted of 14 blocks, including 7 blocks of tVNS stimulation or sham stimulation and 7 blocks of rest, and lasted approximately 7 min (1 block = 30 s). Functional magnetic resonance imaging (fMRI) was performed during the stimulation.</p>
</sec>
<sec>
<title>Results</title>
<p>No activated regions were observed in the fMRI scans following both sham stimulation and tVNS after the first session. After the second session, tVNS activated two clusters of brain regions in the right frontal gyrus. A comparison of the activated regions after the second session of each stimulation revealed that the fMRI following tVNS exhibited four surviving clusters. Additionally, four clusters were activated in the overall stimulated area during both the first and second sessions. When comparing the fMRI results after each type of stimulation, the fMRI following tVNS showed four surviving clusters compared to the fMRI after sham stimulation.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>tVNS could stimulate some brain regions, including the fronto-parietal network. Stimulating these regions for treating neurological or psychiatric disease might require applying tVNS for at least 3.5 min.</p>
</sec>
</abstract>
<kwd-group>
<kwd>transcutaneous vagal nerve stimulation</kwd>
<kwd>brain mapping</kwd>
<kwd>fronto-parietal network</kwd>
<kwd>neurostimulation</kwd>
<kwd>neuromodulation</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="38"/>
<page-count count="8"/>
<word-count count="5812"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Auditory Cognitive Neuroscience</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Since some neurological and psychiatric disease such as epilepsy, depression, dementia, and tinnitus is influenced by the autonomic nervous system, interventions targeting this system have been explored (<xref ref-type="bibr" rid="B11">Howland, 2014</xref>; <xref ref-type="bibr" rid="B35">Yap et al., 2020</xref>; <xref ref-type="bibr" rid="B14">Kim et al., 2022</xref>; <xref ref-type="bibr" rid="B27">Vargas-Caballero et al., 2022</xref>; <xref ref-type="bibr" rid="B22">Patil et al., 2023</xref>). Vagus nerve stimulation (VNS) is one such intervention, which involves applying micro-currents to the vagus nerves through electrical stimulation (<xref ref-type="bibr" rid="B29">Ventureyra, 2000</xref>; <xref ref-type="bibr" rid="B11">Howland, 2014</xref>). VNS has been shown to effectively improve a variety of neurological conditions, including headaches, Alzheimer&#x2019;s disease, sleep disorders, epilepsy, and tinnitus (<xref ref-type="bibr" rid="B11">Howland, 2014</xref>; <xref ref-type="bibr" rid="B23">Stegeman et al., 2021</xref>; <xref ref-type="bibr" rid="B27">Vargas-Caballero et al., 2022</xref>). However, VNS is an invasive procedure that requires cervical dissection and the surgical implantation of a device, which has limited its widespread use as a treatment option for these conditions (<xref ref-type="bibr" rid="B18">Lehtim&#x00E4;ki et al., 2013</xref>; <xref ref-type="bibr" rid="B27">Vargas-Caballero et al., 2022</xref>). Additionally, the right vagus nerve predominantly innervates the sinoatrial (SA) node, while the left vagus nerve primarily targets the atrioventricular (AV) node. Consequently, based on the animal study, stimulation of the right vagus nerve can lead to cardiovascular issues such as bradycardia and asystole, potentially resulting in life-threatening situations (<xref ref-type="bibr" rid="B5">Chen et al., 2015</xref>; <xref ref-type="bibr" rid="B35">Yap et al., 2020</xref>). As a result, VNS is typically performed only on the left vagus nerve (<xref ref-type="bibr" rid="B35">Yap et al., 2020</xref>). To circumvent the risks associated with invasive VNS, transcutaneous VNS (tVNS) has been investigated.</p>
<p>Bilateral tVNS was administered to the cervical branch of the vagus nerve, located in the cavum conchae (<xref ref-type="bibr" rid="B18">Lehtim&#x00E4;ki et al., 2013</xref>; <xref ref-type="bibr" rid="B11">Howland, 2014</xref>; <xref ref-type="bibr" rid="B23">Stegeman et al., 2021</xref>). Unlike conventional VNS, tVNS does not require an invasive surgical procedure and can be applied bilaterally with minimal risk of significant cardiac side effects (<xref ref-type="bibr" rid="B5">Chen et al., 2015</xref>; <xref ref-type="bibr" rid="B35">Yap et al., 2020</xref>). Based on speculation regarding the mechanisms of tVNS, the activation of the cervical vagus nerve by tVNS stimulates the epicardial ganglion plexus on both sides (<xref ref-type="bibr" rid="B5">Chen et al., 2015</xref>; <xref ref-type="bibr" rid="B35">Yap et al., 2020</xref>), avoiding direct cardiac stimulation and symmetrically stimulate the epicardial plexus, thus preventing asymmetric heart movements (<xref ref-type="bibr" rid="B5">Chen et al., 2015</xref>; <xref ref-type="bibr" rid="B35">Yap et al., 2020</xref>).</p>
<p>The signals generated by bilateral tVNS converge at the nucleus tractus solitarii, which then relays the signal to the caudal ventrolateral medulla and the dorsal motor nucleus (<xref ref-type="bibr" rid="B5">Chen et al., 2015</xref>; <xref ref-type="bibr" rid="B35">Yap et al., 2020</xref>), locus coeruelus which is thought to modulate synaptic plasticity by the release of catecholamines (<xref ref-type="bibr" rid="B28">Ventura-Bort et al., 2018</xref>; <xref ref-type="bibr" rid="B2">Berger et al., 2024</xref>), and the cholinergic nucleus basalis (<xref ref-type="bibr" rid="B34">Yakunina and Nam, 2021</xref>). This leads to changes of release of neuromodulator, influencing limbic, reticular, auditory, and autonomic centers of brain (<xref ref-type="bibr" rid="B34">Yakunina and Nam, 2021</xref>).</p>
<p>Additionally, many previous studies demonstrated that tVNS can suppress or activate specific brain region in healthy population or individuals with neurological disease (<xref ref-type="bibr" rid="B32">Yakunina et al., 2017</xref>, <xref ref-type="bibr" rid="B33">2018</xref>; <xref ref-type="bibr" rid="B21">Naparstek et al., 2023</xref>). However, previous studies did not take into account factors such as sex, age, handedness, and the specific regions stimulated by tVNS (<xref ref-type="bibr" rid="B32">Yakunina et al., 2017</xref>, <xref ref-type="bibr" rid="B33">2018</xref>; <xref ref-type="bibr" rid="B23">Stegeman et al., 2021</xref>; <xref ref-type="bibr" rid="B21">Naparstek et al., 2023</xref>).</p>
<p>The objective of this study was to identify the precise brain regions stimulated by tVNS. We employed tVNS and utilized functional magnetic resonance imaging (fMRI) to pinpoint the modulated regions. The study aimed to examine the brain regions affected by tVNS. We administered tVNS via the bilateral auricular branch and used fMRI to observe activations related to tVNS. To control for the somatosensory effects associated with electrical stimulation, sham stimulation was applied to the adjacent auricular skin.</p>
<p>To control for variations in brain activity patterns that could be attributed to aging or hand dominance, we exclusively recruited young to middle-aged subjects who were right-handed. Identifying the area stimulated by tVNS may be helpful in providing good reference values for brain activity change after tVNS.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="S2.SS1">
<title>Subjects and study protocol</title>
<p>Twenty right-handed, healthy subjects with normal hearing participated in this study. Subjects were excluded if they had any history of neurological or neuropsychiatric diseases or were taking medications related to conditions such as diabetes and hypertension, as well as any conditions that contraindicated MRI scanning.</p>
<p>The recruited subjects visited the hospital once to participate in a functional brain imaging study utilizing tVNS. Each subject received a comprehensive explanation of the study&#x2019;s purpose and procedures. They were also asked to complete a questionnaire designed to assess their health status, including physical condition and pain sensitivity.</p>
<p>Before entering the MRI scanner, all subjects were instructed to identify the optimal power level for their tVNS device. This was achieved by having each subject wear the tVNS device and incrementally adjust the stimulation intensity.</p>
<p>The same stimuli were used in both the active and the sham stimulation conditions, with 30 s of continuous stimulation at 30 Hz in each condition. The stimulation setup was the identical for both the active and sham conditions, the only difference between the two conditions was the location of the electrodes.</p>
<p>The process began at level 10, which is the maximum stimulation level (65 Vpp, 4.6 mA), and the intensity was reduced one level at a time until the subject felt most comfortable. Once the subject was positioned in the scanner, the power level previously set was reconfirmed to ensure it remained optimal. This precaution was taken to allow each subject to maintain their individual optimal power level throughout the duration of the fMRI experiment.</p>
<p>The experimenter asked participants directly about their condition before each scanning session to monitor their alertness and discomfort, and an external monitor was also used to monitor participants&#x2019; condition.</p>
<p>The average stimulation level utilized was 2.95 (SD = 1.05), with a range from level 1 (23 Vpp, 1.3 mA) to level 5 (45 Vpp, 3.1 mA).</p>
<p>The study protocol received approval from the Institutional Review Board of Hallym University Sacred Heart Hospital (Anyang, South Korea, IRB No. 2022-08-010-001). Written informed consent was obtained from each participant.</p>
</sec>
<sec id="S2.SS2">
<title>Transcutaneous vagal nerve stimulation</title>
<p>In this study, we used Soricle (Neurive Co., Ltd., Gyeongsangnam-do, Republic of Korea), a device certified by the Korea Certification, to administer tVNS to the auditory branch of the vagus nerve. Bipolar electrodes were positioned on both sides of the auricle, with one pair on the cavum concha and another on the earlobe. Electrical stimulation was then applied to these two locations via the bilateral ears, delivering stimulation in accordance with the specified condition (<xref ref-type="fig" rid="F1">Figure 1</xref>, tVNS: concha, sham: earlobe).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Areas of stimulation in the auricle. tVNS condition (solid line) and sham condition (dotted line).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-18-1368754-g001.tif"/>
</fig>
</sec>
<sec id="S2.SS3">
<title>fMRI experiment</title>
<p>Magnetic resonance images were acquired with a Siemens 3.0 T (Siemens Skyra, Erlangen, Germany). T1 MPRAGE images of the subject were obtained in multi-slice single-shot mode using the following parameters: repetition time (TR) = 2300 ms; echo time (TE) = 2.26 ms; flip angle = 8&#x00B0;; field of view (FOV) = 256 &#x00D7; 256 mm; matrix = 232 &#x00D7; 200; 416 slices; slice thickness = 0.5 mm with no gap. Functional magnetic resonance images were acquired using an interleaved multi-slice mode with the following settings: TR = 3000 ms; TE = 30 ms; flip angle = 90&#x00B0;; FOV = 90; and 75 slices with a thickness of 2 mm each.</p>
<p>To acquire (f)MRI images on Skyra, we used a multi-channel head coil containing head elements 1-4 (HE 1-4) and neck elements 1 and 2 (NE 1-2) and set the in-device coil selection mode to &#x2018;Auto coil selection&#x2019;.</p>
<p>The fMRI experiment utilized a block design with two distinct conditions: 1) the tVNS condition and 2) the sham condition. Each condition comprised two experimental sessions. During each session, which lasted approximately 7 min, participants were exposed to seven 30-s blocks of the stimulation condition (either tVNS or sham), interspersed with 30-s blocks of rest. This resulted in a total of 14 blocks per session. The tVNS and sham conditions were alternated, and the sequence of conditions was counterbalanced across participants. Subjects were blind to the stimulation condition throughout the experiment.</p>
<p>During the fMRI experiment, subjects were instructed to lie comfortably in the scanner with their eyes closed. The experimenter monitored the subjects&#x2019; level of attention and discomfort between sessions.</p>
</sec>
<sec id="S2.SS4">
<title>fMRI data analysis</title>
<p>Imaging data were analyzed using the SPM 12 package (Wellcome Trust Centre for Neuroimaging, London, UK), which was implemented in MATLAB R2018b (MathWorks Inc., Natick, MA, USA). We performed standard preprocessing steps on both the functional and anatomical images, which included slice timing, motion correction, normalization, and smoothing. The functional images of the participants were co-registered with their respective anatomical T1 images. These images were then spatially normalized to a standard anatomical space, as defined by the MNI (Montreal Neurological Institute) T2 template image, by resampling them every 3 mm using sinc interpolation. Finally, the functional images were smoothed using a 6 mm full-width at half maximum (FWHM) Gaussian kernel.</p>
<p>In the first-level analysis, data from each participant were processed using a general linear model (GLM) with a single predictor that included four conditions: tVNS, rest during the tVNS session, sham, and rest during the sham session. The canonical hemodynamic response function (HRF) and a temporal high-pass filter with a cutoff of 128 s were applied to the predictors. Multiple regressors were employed as covariates to account for residual motion artifacts. Predictors corresponding to each experimental condition for each participant were then prepared for the second-level analysis.</p>
<p>In the second-level analysis, repeated-measures ANOVA was conducted, using each time point and condition as factors, with age included as a covariate of no interest, to compare the neural responses to tVNS and sham stimulation. Functional images from all sessions were entered in one GLM model of the second-level analysis. Then, areas of significant activation were searched in two sessions combined and each session separately using the same statistical threshold. The imaging data were initially thresholded at <italic>p</italic> = 0.0005 (uncorrected). However, only those clusters that achieved <italic>p</italic> = 0.05, corrected for family-wise error (FWE), were deemed significant and are reported.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Demographic factors and underlying diseases of subjects</title>
<p>The mean age of the subjects was 33.65 &#x00B1; 4.82 years, with an age range of 25&#x2013;40 years. Of the subjects, five were men and 15 were women. One subject had been taking Synthroid, but none of the others had any underlying diseases.</p>
</sec>
<sec id="S3.SS2">
<title>Associated symptoms and side effects of tVNS</title>
<p>There were no instances of skin burn or damage among the subjects. The pain visual analog scale for the tVNS procedure was 3.55 &#x00B1; 1.99, with a range of 1 to 8. None of the subjects reported intolerable pain following tVNS. There were no significant differences in subjective fatigue, depressive mood, anxiety, or stress before and after tVNS, as shown in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Associated symptoms and possible side effects of transcutaneous vagal nerve stimulation before and after stimulation.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Symptoms (VAS 1&#x223C;8)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Pre-tVNS</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Post-tVNS</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Fatigue</td>
<td valign="top" align="center">4.20 &#x00B1; 2.22</td>
<td valign="top" align="center">4.30 &#x00B1; 2.45</td>
<td valign="top" align="center">0.602</td>
</tr>
<tr>
<td valign="top" align="left">Depressive mood</td>
<td valign="top" align="center">2.10 &#x00B1; 1.52</td>
<td valign="top" align="center">2.05 &#x00B1; 1.54</td>
<td valign="top" align="center">0.498</td>
</tr>
<tr>
<td valign="top" align="left">Anxiety</td>
<td valign="top" align="center">1.85 &#x00B1; 1.14</td>
<td valign="top" align="center">1.95 &#x00B1; 1.54</td>
<td valign="top" align="center">0.666</td>
</tr>
<tr>
<td valign="top" align="left">Stress</td>
<td valign="top" align="center">2.80 &#x00B1; 1.80</td>
<td valign="top" align="center">2.65 &#x00B1; 1.73</td>
<td valign="top" align="center">0.630</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>VAS, visual analog scale; tVNS, transcutaneous vagal nerve stimulation.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS3">
<title>Brain regions activated by tVNS in comparison to the sham stimulation</title>
<p>We evaluated the stimulated regions over two sessions, one involving tVNS and the other sham stimulation. During tVNS, activation was observed in four clusters: the right middle frontal gyrus (40, 56, 2), the left superior parietal gyrus (&#x2212;32, &#x2212;58, 64), the right superior parietal gyrus (44, &#x2212;44, 64), and the left cerebellum (&#x2212;34, &#x2212;70, &#x2212;48) as shown in <xref ref-type="fig" rid="F2">Figure 2A</xref> and <xref ref-type="table" rid="T2">Table 2</xref>. In contrast, sham stimulation did not result in any significant clusters of activation.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Results of imaging analysis. <bold>(A)</bold> Brain areas of significant activation for tVNS stimulation. <bold>(B)</bold> Regions of increased activation for tVNS condition over the sham condition are found in the fronto-parietal network. <bold>(C)</bold> Increased activation for tVNS was not observed in the first session, but was noted in the second session. <bold>(D)</bold> Changes of the response intensity by stimulation conditions in four regions shown in <xref ref-type="fig" rid="F2">Figure 2C</xref> (a.u., arbitrary unit). The results are thresholded at <italic>P</italic> = 0.05 (FWE-corrected) at the cluster level.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-18-1368754-g002.tif"/>
</fig>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Regions of significant neural activation in response to the tVNS and sham stimulation.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Regions</td>
<td valign="top" align="center" colspan="3" style="color:#ffffff;background-color: #7f8080;">MNI coordinate</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">k</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">T</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value<break/> (FWE-corrected)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold><italic>x</italic></bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold><italic>y</italic></bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold><italic>z</italic></bold></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
</tr>
<tr>
<td valign="top" align="left" colspan="7" style="background-color: #dcdcdc;"><bold>tVNS stimulation (concha)</bold></td>
</tr>
<tr>
<td valign="top" align="left">Frontal pole, right</td>
<td valign="top" align="center">40</td>
<td valign="top" align="center">56</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">261</td>
<td valign="top" align="center">6.31</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Superior parietal lobule, left</td>
<td valign="top" align="center">&#x2212;32</td>
<td valign="top" align="center">&#x2212;58</td>
<td valign="top" align="center">64</td>
<td valign="top" align="center">114</td>
<td valign="top" align="center">5.27</td>
<td valign="top" align="center">0.036</td>
</tr>
<tr>
<td valign="top" align="left">Superior parietal lobule, right</td>
<td valign="top" align="center">44</td>
<td valign="top" align="center">&#x2212;44</td>
<td valign="top" align="center">64</td>
<td valign="top" align="center">308</td>
<td valign="top" align="center">4.84</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Cerebellum, left</td>
<td valign="top" align="center">&#x2212;34</td>
<td valign="top" align="center">&#x2212;70</td>
<td valign="top" align="center">&#x2212;48</td>
<td valign="top" align="center">111</td>
<td valign="top" align="center">4.40</td>
<td valign="top" align="center">0.039</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7" style="background-color: #dcdcdc;"><bold>Sham stimulation (earlobe)</bold></td>
</tr>
<tr>
<td valign="top" align="left" colspan="7">None</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>MNI, Montreal Neurological Institute; FEW, family-wise error; tVNS, transcutaneous vagal nerve stimulation.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>When comparing conditions, significantly higher activation was observed in the tVNS condition compared to the sham condition within three clusters: the left superior parietal gyrus (&#x2212;32, &#x2212;58, 64), the right precuneus (12, &#x2212;68, 52), and the right superior parietal gyrus (48, &#x2212;40, 54) (<xref ref-type="fig" rid="F2">Figure 2B</xref> and <xref ref-type="table" rid="T3">Table 3</xref>). This significant difference between conditions was not observed in the first session but was replicated in the second session (<xref ref-type="fig" rid="F2">Figures 2C, D</xref> and <xref ref-type="table" rid="T3">Table 3</xref>). In the second session, significantly higher activation was observed in the tVNS condition compared to the sham condition within four clusters: the right middle frontal gyrus (32, 20, 50), the right superior parietal gyrus (40, &#x2212;46, 44), the left superior parietal gyrus (&#x2212;34, &#x2212;62, 40), and the right angular gyrus (44, &#x2212;60, 60) (<xref ref-type="fig" rid="F2">Figures 2C</xref>, D and <xref ref-type="table" rid="T3">Table 3</xref>). When applying the lower thresholds, areas in the contralateral hemisphere survived. A cluster in the left mFG appears at uncorrected <italic>P</italic> = 0.001 (mni coordinate = &#x2212;38, 44, 6, T = 3.72) and in the right cerebellum at uncorrected <italic>P</italic> = 0.005 (mni coordinate = 20, &#x2212;80, &#x2212;26, T = 3.10) (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure 1</xref>). In contrast, sham stimulation did not result in any significant clusters of activation, even at a lower uncorrected threshold of <italic>P</italic> = 0.005.</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Significant findings in the comparisons of tVNS versus sham stimulation.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Regions</td>
<td valign="top" align="center" colspan="3" style="color:#ffffff;background-color: #7f8080;">MNI coordinate</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">k</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">T</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value<break/> (FWE-corrected)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold><italic>x</italic></bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold><italic>y</italic></bold></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><bold><italic>z</italic></bold></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
</tr>
<tr>
<td valign="top" align="left" colspan="7" style="background-color: #dcdcdc;"><bold>tVNS stimulation (concha) &#x003E; Sham stimulation (earlobe)</bold></td>
</tr>
<tr>
<td valign="top" align="left">Superior parietal lobule, left</td>
<td valign="top" align="center">&#x2212;32</td>
<td valign="top" align="center">&#x2212;58</td>
<td valign="top" align="center">64</td>
<td valign="top" align="center">157</td>
<td valign="top" align="center">4.99</td>
<td valign="top" align="center">0.010</td>
</tr>
<tr>
<td valign="top" align="left">Precuneus, right</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">&#x2212;68</td>
<td valign="top" align="center">52</td>
<td valign="top" align="center">107</td>
<td valign="top" align="center">4.28</td>
<td valign="top" align="center">0.045</td>
</tr>
<tr>
<td valign="top" align="left">Superior parietal lobule, right</td>
<td valign="top" align="center">48</td>
<td valign="top" align="center">&#x2212;40</td>
<td valign="top" align="center">54</td>
<td valign="top" align="center">162</td>
<td valign="top" align="center">4.12</td>
<td valign="top" align="center">0.008</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7" style="background-color: #dcdcdc;"><bold>Sham stimulation (earlobe) &#x003E; tVNS stimulation (concha)</bold></td>
</tr>
<tr>
<td valign="top" align="left" colspan="7">none</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7" style="background-color: #dcdcdc;"><bold>1<sup>st</sup> session: tVNS stimulation (concha) &#x003E; Sham stimulation (earlobe)</bold></td>
</tr>
<tr>
<td valign="top" align="left" colspan="7">None</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7" style="background-color: #dcdcdc;"><bold>1st session: Sham stimulation (earlobe) &#x003E; tVNS stimulation (concha)</bold></td>
</tr>
<tr>
<td valign="top" align="left" colspan="7">None</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7" style="background-color: #dcdcdc;"><bold>2nd session: tVNS stimulation (concha) &#x003E; Sham stimulation (earlobe)</bold></td>
</tr>
<tr>
<td valign="top" align="left">Middle frontal gyrus, right</td>
<td valign="top" align="center">32</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">50</td>
<td valign="top" align="center">230</td>
<td valign="top" align="center">4.53</td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="top" align="left">Superior parietal lobule, right</td>
<td valign="top" align="center">40</td>
<td valign="top" align="center">&#x2212;46</td>
<td valign="top" align="center">44</td>
<td valign="top" align="center">156</td>
<td valign="top" align="center">4.37</td>
<td valign="top" align="center">0.010</td>
</tr>
<tr>
<td valign="top" align="left">Superior parietal lobule, left</td>
<td valign="top" align="center">&#x2212;34</td>
<td valign="top" align="center">&#x2212;62</td>
<td valign="top" align="center">40</td>
<td valign="top" align="center">195</td>
<td valign="top" align="center">4.30</td>
<td valign="top" align="center">0.003</td>
</tr>
<tr>
<td valign="top" align="left">Angular gyrus, right</td>
<td valign="top" align="center">44</td>
<td valign="top" align="center">&#x2212;60</td>
<td valign="top" align="center">60</td>
<td valign="top" align="center">106</td>
<td valign="top" align="center">4.30</td>
<td valign="top" align="center">0.046</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7" style="background-color: #dcdcdc;"><bold>2nd session: Sham stimulation (earlobe) &#x003E; tVNS stimulation (concha)</bold></td>
</tr>
<tr>
<td valign="top" align="left" colspan="7">None</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>MNI, Montreal Neurological Institute; FEW, family-wise error; tVNS, transcutaneous vagal nerve stimulation.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>We conducted an fMRI experiment to evaluate the neural correlates of tVNS stimulation in comparison to sham stimulation. Following tVNS, the right frontal gyrus, middle frontal gyrus, right supramarginal gyrus, right precuneus, bilateral superior parietal lobe, left cerebellum, and left lateral occipital cortex exhibited surviving clusters in the fMRI compared to pre-stimulation or sham stimulation fMRI. Additionally, there were no side effects associated with vagal nerve stimulation, such as skin damage, severe pain, fatigue, depressive mood, anxiety, or stress.</p>
<p>These results align with those from a study that employed VNS in epilepsy patients, targeting the frontal, temporal, parietal, and occipital cortices (<xref ref-type="bibr" rid="B24">Sucholeiki et al., 2002</xref>). Additionally, a prior study involving twelve healthy individuals subjected to transcutaneous cymba concha stimulation indicated that tVNS is capable of stimulating the brainstem and forebrain. <xref ref-type="bibr" rid="B33">Yakunina et al. (2018)</xref> showed that tVNS influenced various frontal and occipital regions in patients with tinnitus.</p>
<p>The stimulated areas in previous studies, as well as in our study, included the fronto-parietal network, also known as the central executive network. The fronto-parietal network includes regions of the prefrontal cortex, cingulate cortex, and posterior parietal cortex, and is associated with executive and cognitive functions and acts as a flexible hub within the brain network for cognitive control (<xref ref-type="bibr" rid="B30">Vincent et al., 2008</xref>; <xref ref-type="bibr" rid="B19">Marek and Dosenbach, 2018</xref>). This network is involved in sustained attention, novelty detection, problem-solving, working memory, and decision-making (<xref ref-type="bibr" rid="B30">Vincent et al., 2008</xref>; <xref ref-type="bibr" rid="B19">Marek and Dosenbach, 2018</xref>; <xref ref-type="bibr" rid="B7">De Ridder et al., 2022</xref>). Considering the function of the fronto-parietal network, tVNS may have an effect on improving cognitive function and may serve as a treatment strategy for cognitive impairment (<xref ref-type="bibr" rid="B21">Naparstek et al., 2023</xref>; <xref ref-type="bibr" rid="B26">Trifilio et al., 2023</xref>).</p>
<p>Additionally, our results indicate that tVNS stimulates regions within the fronto-parietal network, which has been extensively studied and associations with depression and tinnitus (<xref ref-type="bibr" rid="B16">Kong et al., 2018</xref>; <xref ref-type="bibr" rid="B34">Yakunina and Nam, 2021</xref>; <xref ref-type="bibr" rid="B15">Kok et al., 2022</xref>; <xref ref-type="bibr" rid="B17">Lee et al., 2022</xref>; <xref ref-type="bibr" rid="B38">Zhong et al., 2023</xref>). <xref ref-type="bibr" rid="B38">Zhong et al. (2023)</xref> demonstrated that depression is associated with decreased functional connectivity of these areas. And some part of the frontoparietal network can be modulated by tVNS, which is associated with the improvement of depression (<xref ref-type="bibr" rid="B16">Kong et al., 2018</xref>). In addition, although the increase or decrease of functional connectivity in tinnitus patients is controversial, many previous studies have identified that tinnitus is also associated with aberrant connectivity in the fronto-parietal network (<xref ref-type="bibr" rid="B15">Kok et al., 2022</xref>), which is a component of the tinnitus-related triple network and is linked to functional impact (<xref ref-type="bibr" rid="B17">Lee et al., 2022</xref>). Yakunina and Nam suggested that tVNS is a potentially therapeutic approach in controlling tinnitus (<xref ref-type="bibr" rid="B34">Yakunina and Nam, 2021</xref>) and based on our research, therapeutic effect of tVNS on tinnitus may be attributed from modulation of fronto-parietal network.</p>
<p>The cerebellum and lateral occipital cortex was also stimulated in our study. Cerebellum is connected to the fronto-parietal network, modulating cognitive and executive function (<xref ref-type="bibr" rid="B31">Wang et al., 2023</xref>; <xref ref-type="bibr" rid="B37">Zhang et al., 2023</xref>). Disruption of this connectivity is associated with some neurological and psychiatric disease such as cognitive impairment or depression (<xref ref-type="bibr" rid="B31">Wang et al., 2023</xref>; <xref ref-type="bibr" rid="B37">Zhang et al., 2023</xref>). And, lateral occipital cortex involved in the representation and perception of objects and the decreased connectivity of lateral occipital cortex is associated with autism (<xref ref-type="bibr" rid="B13">Jung et al., 2019</xref>). Taking into account that previous studies suggest tVNS as a possible treatment strategy for autism, stimulating the lateral occipital cortex with tVNS may be the mechanisms by which tVNS affects autism (<xref ref-type="bibr" rid="B12">Jin and Kong, 2016</xref>). Further studies on each disease with stimulated brain regions in strictly controlled situations may be helpful in determining the exact role of tVNS for modulating fronto-parietal network in each condition.</p>
<p>The second session of tVNS revealed clusters that had survived, which were not observed in the first session. These findings suggest that to achieve a sufficient effect from tVNS, at least 3.5 min of stimulation may be necessary. Furthermore, the duration of stimulation could potentially influence the extent of brain area activation. To determine the specific brain areas stimulated in relation to the dosage of tVNS, further research involving additional sessions is required. Moreover, repetitive applications of tVNS with adequate time intervals may produce different outcomes compared to a single session of tVNS. Since brain structural and functional plasticity can be affected by repeated sensory and cognitive stimulation (<xref ref-type="bibr" rid="B25">Teutsch et al., 2008</xref>; <xref ref-type="bibr" rid="B3">Biggio et al., 2009</xref>; <xref ref-type="bibr" rid="B9">Han et al., 2019</xref>; <xref ref-type="bibr" rid="B1">Antonenko et al., 2023</xref>), it is possible that recurrent VNS could modify the brain&#x2019;s structural or functional plasticity. A prospective study focusing on repetitive tVNS stimulation is needed to ascertain the long-term effects of tVNS.</p>
<p>We stimulated for 30-s with 7 blocks for each session, with an average stimulation level of 2.95. However, we did not conduct an fMRI study for varying levels of tVNS stimulation in terms of intensity, frequency of electric stimulation, duration, and number of stimulations. Since the autonomic response and adverse effects vary according to changes in these parameters (<xref ref-type="bibr" rid="B14">Kim et al., 2022</xref>; <xref ref-type="bibr" rid="B36">Yokota et al., 2022</xref>), it is necessary to identify settings that are more effective with fewer adverse effects. Further study to identify the standard stimulation for tVNS is necessary to provide precise stimulating guidelines.</p>
<p>We used the earlobe as a reference area for tVNS. The earlobe is mainly innervated by the greater auricular nerve, which is a branch of the superficial cervical plexus, originating from the C2 and C3 spinal nerves (<xref ref-type="bibr" rid="B4">Butt et al., 2020</xref>). However, some previous studies have identified that stimulating the earlobe can induce functional changes in the brain, sometimes similar to tVNS (<xref ref-type="bibr" rid="B8">Feusner et al., 2012</xref>; <xref ref-type="bibr" rid="B32">Yakunina et al., 2017</xref>; <xref ref-type="bibr" rid="B4">Butt et al., 2020</xref>). In contrast, other previous studies have revealed that stimulating the earlobe is not effective (<xref ref-type="bibr" rid="B4">Butt et al., 2020</xref>; <xref ref-type="bibr" rid="B6">de Gurtubay et al., 2021</xref>; <xref ref-type="bibr" rid="B14">Kim et al., 2022</xref>), and the earlobe has been most commonly used as a reference area (<xref ref-type="bibr" rid="B4">Butt et al., 2020</xref>; <xref ref-type="bibr" rid="B14">Kim et al., 2022</xref>). Our results also supported that stimulating the earlobe is not as effective as stimulating the cavum conchae and can be used as a reference area. Based on previous studies and our results, the earlobe can be used a valid reference area for sham stimulation.</p>
<p>In our research, we were unable to determine how these changes might influence brain function and structure over time. Recurrent tVNS may prevent functional impairment of the fronto-parietal network (<xref ref-type="bibr" rid="B7">De Ridder et al., 2022</xref>) and increase abnormal afferent nodes in fronto-parietal network (<xref ref-type="bibr" rid="B17">Lee et al., 2022</xref>), inducing long-term effects similar to results of studies for tVNS in other diseases. <xref ref-type="bibr" rid="B10">Henry et al. (2004)</xref> demonstrated that the effects of tVNS could persist for up to 3 months in patients with epilepsy. Similarly, <xref ref-type="bibr" rid="B20">Nahas et al. (2007)</xref> reported that changes in brain activity induced by tVNS could last for 5 months in patients with depression. Nonetheless, these time-dependent changes may vary according to the disease status. Further research is needed to evaluate the long-term effects of tVNS on normal population and individuals with each disease, in order to provide clarity on this issue.</p>
<p>A limitation of this study was the small number of subjects. Incorporating results from both the first and second stimulation sessions revealed more surviving clusters than when analyzing each session separately. With a larger sample size, the results might show an even more pronounced survival of clusters. Further study with a greater number of subjects could provide a more precise evaluation of the stimulated region.</p>
<p>In this study, we did not perform tVNS on patients with each neurological or psychiatric diseases. While some researchers have shown that tVNS may be effective for some neurological or psychiatric disease (<xref ref-type="bibr" rid="B16">Kong et al., 2018</xref>; <xref ref-type="bibr" rid="B34">Yakunina and Nam, 2021</xref>; <xref ref-type="bibr" rid="B27">Vargas-Caballero et al., 2022</xref>), the specific brain regions it activates and the appropriate dosage for a beneficial effect without causing skin burns or other side effects associated with vagus nerve stimulation have yet to be determined. Further research involving patients with each neurological or psychiatric disease is required to elucidate the precise mechanisms by which tVNS controls symptoms and the optimal dosage for treatment.</p>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>Here, we show that tVNS stimulation applied to the cavum concha elicits frontal, parietal, and cerebellar activation. These areas are part of the fronto-parietal network, associated with executive and cognitive functions, and have clinical implications. Our results indicate that effect of tVNS on neurological and psychiatric diseases may be mediated through modulation of activity of these brain regions. Furthermore, our findings indicate that a minimum stimulation duration of 3.5 min may be necessary to effectively stimulate these regions.</p>
</sec>
<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>The study protocol received approval from the Institutional Review Board of Hallym University Sacred Heart Hospital (Anyang, South Korea, IRB No. 2022-08-010-001). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="S8" sec-type="author-contributions">
<title>Author contributions</title>
<p>S-YH: Writing &#x2013; original draft, Writing &#x2013; review and editing, Formal analysis, Methodology. LS: Data curation, Methodology, Writing &#x2013; review and editing. H-JL: Conceptualization, Formal analysis, Methodology, Project administration, Supervision, Visualization, Writing &#x2013; review and editing. MP: Conceptualization, Formal analysis, Methodology, Project administration, Resources, Supervision, Writing &#x2013; review and editing.</p>
</sec>
</body>
<back>
<sec id="S9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/ or publication of this article. This study was supported by the Clinical Research grant provided from Seoul National University Hosiptal and Hallym University Medical Center Research Fund and the Technology Innovation Program (20020263, Development of Tinnitus Treatment Platform based on Non-invasive Vagus Nerve Stimulation and Cognitive Behavioral Therapy to solve medical unmet needs) funded by the Ministry of Trade, Industry and Energy (MOTIE, Korea). This study was sponsored by the Neurive Corp., Gimhae-si, Gyeongsangnam-do, Republic of Korea (Grant No. 7S220201025S000100). The funder was not involved in the study design, collection, analysis, interpretation of data, the writing of this article, or the decision to submit it for publication.</p>
</sec>
<sec id="S10" sec-type="COI-statement">
<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 id="S11" 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>
<sec id="S12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fnins.2024.1368754/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fnins.2024.1368754/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Image_1.TIF" id="FS1" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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