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<article xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="brief-report">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurol.</journal-id>
<journal-title>Frontiers in Neurology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurol.</abbrev-journal-title>
<issn pub-type="epub">1664-2295</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fneur.2021.767480</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neurology</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Rate of Decrease in Brain Perfusion in Progressive Supranuclear Palsy and Corticobasal Syndrome May Be Impacted by Glycemic Variability&#x02014;A Pilot Study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Alster</surname> <given-names>Piotr</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/537418/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Dunalska</surname> <given-names>Anna</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1070342/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Migda</surname> <given-names>Bartosz</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1145064/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Madetko</surname> <given-names>Natalia</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/605257/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Kr&#x000F3;licki</surname> <given-names>Leszek</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/650878/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Neurology, Medical University of Warsaw</institution>, <addr-line>Warsaw</addr-line>, <country>Poland</country></aff>
<aff id="aff2"><sup>2</sup><institution>Students&#x00027; Scientific Circle of the Department of Neurology, Medical University of Warsaw</institution>, <addr-line>Warsaw</addr-line>, <country>Poland</country></aff>
<aff id="aff3"><sup>3</sup><institution>Diagnostic Ultrasound Lab, Department of Pediatric Radiology, Medical Faculty, Medical University of Warsaw</institution>, <addr-line>Warsaw</addr-line>, <country>Poland</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Nuclear Medicine, University Clinical Center, Medical University of Warsaw</institution>, <addr-line>Warsaw</addr-line>, <country>Poland</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Matteo Bologna, Sapienza University of Rome, Italy</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Luca Marsili, University of Cincinnati, United States; Robert Rusina, Charles University, Czechia</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Natalia Madetko <email>natalia.madetko&#x00040;gmail.com</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Applied Neuroimaging, a section of the journal Frontiers in Neurology</p></fn></author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>767480</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Alster, Dunalska, Migda, Madetko and Kr&#x000F3;licki.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Alster, Dunalska, Migda, Madetko and Kr&#x000F3;licki</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><p>Progressive supranuclear palsy (PSP) and corticobasal syndrome (CBS) are tauopathic parkinsonian syndromes, presently lacking disease-modifying treatments. Patients affected by these diseases suffer due to multidimensional deteriorations resulting in motor and cognitive impairment. Previously published research has confirmed risk factors that may impact the course of PSP and CBS, among them hypertension and diabetes. Less data is available regarding prediabetes and glycemic variability. In this study, 26 patients with clinical diagnoses of PSP and CBS were examined using glycated hemoglobin and perfusion single-photon emission tomography (SPECT). Patients were divided into two groups&#x02014;PSP/CBS patients with glycated hemoglobin (HbA1c) below and above 5.7%. The results of the perfusion evaluation were compared with the values from healthy volunteers from the software&#x00027;s database. A decrease in perfusion in certain regions of interest was observed among patients affected by increased glycemic variability. A more pronounced decrement in perfusion was observed only in some regions of interest&#x02014;the hippocampus, pons, left thalamus, right insula. The results indicated that, among PSP/CBS patients, individuals with more pronounced glycemic variability had more severe hypoperfusion in certain brain regions in comparison with PSP/CBS patients without carbohydrate metabolism disorders. Due to the fact that PSP and CBS are associated with cognitive impairment, an additional decrease in perfusion in the hippocampal area may impact the rate of cognitive deterioration.</p></abstract>
<kwd-group>
<kwd>PSP</kwd>
<kwd>CBS</kwd>
<kwd>SPECT</kwd>
<kwd>prediabetes</kwd>
<kwd>perfusion</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="39"/>
<page-count count="7"/>
<word-count count="5354"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<sec>
<title>PSP and CBS</title>
<p>Progressive supranuclear palsy (PSP) and corticobasal syndrome (CBS) are the most common clinical manifestations of four-repeat tauopathies (<xref ref-type="bibr" rid="B1">1</xref>&#x02013;<xref ref-type="bibr" rid="B3">3</xref>). The clinical syndrome largely lacks clinicopathologic correlation with progressive supranuclear palsy (PSP) pathology and CBS lacks correlation with corticobasal degeneration (CBD). The correlation of syndrome and pathology in the most common variant of PSP&#x02014;Richardson&#x00027;s syndrome&#x02014;is estimated at &#x0007E;90%. However, in CBS, up to half of the cases are not related to CBD pathology (<xref ref-type="bibr" rid="B4">4</xref>). Among patients with longer disease duration, clinical manifestations of PSP and CBS overlap. Additionally, PSP may be a clinical manifestation of CBD pathology and, less commonly, CBS may be a clinical manifestation of PSP pathology. There is growing interest in the issues related to diagnosing PSP-CBS or four-repeat tauopathy (<xref ref-type="bibr" rid="B5">5</xref>). Although the boundaries between the pathologies of PSP and CBD related to tufted astrocytes and astrocytic plaques are not in question, the differentiation between their clinical manifestations is less obvious (<xref ref-type="bibr" rid="B4">4</xref>). Several studies highlight the questionable significance of PSP and CBS differentiation, especially in advanced stages (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B6">6</xref>). The diseases share similar risk factors as hypertension and diabetes, however, the exact mechanism of their correlation has not been explored (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>). In PSP, both hypertension and diabetes were identified as risk factors (<xref ref-type="bibr" rid="B8">8</xref>). In PSP and CBS, some of the clinical manifestations are based on vascular pathogenesis (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). Regarding the lack of effective disease-modifying treatments for PSP and CBS, multiple questions are raised in the context of modifiable factors. The issue of diabetes and hypertension is evaluated and studied in the context of various neurodegenerative disorders, less attention is focused on preceding conditions such as prediabetes or glycemic variability, where insufficient glucose values do not meet the criteria for diabetes.</p>
</sec>
<sec>
<title>Glycemic Variability in Brain Diseases</title>
<p>There is little data available concerning the impact of glycemic variability on the central nervous system. Reoccurring hypoglycemia may exacerbate oxidative stress and inflammation, leading to damage to vulnerable brain regions and the acceleration of cognitive decline (<xref ref-type="bibr" rid="B11">11</xref>). Glucose variability is the major predictor of cerebral vasomotor reactivity reduction induced by acute hyperglycemia, which may be one of the early mechanisms of cerebrovascular damage in diabetes mellitus (DM) (<xref ref-type="bibr" rid="B12">12</xref>). Dysregulation of glycemic levels, recurring over time, might contribute to brain atrophy and cognitive decline in individuals with type 2 diabetes (DM2) (<xref ref-type="bibr" rid="B13">13</xref>). Glycemic variability and hyperglycemia during acute ischemic stroke are correlated with a higher risk of post-stroke cognitive impairment and early neurological deterioration (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>). Moreover, it was shown that, among patients with DM2 with acute ischemic stroke, the initial glycemic variability increased cardiovascular events and was an independent predictor of death (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>). Variability in long-term glycemic control is also connected with a higher white matter hyperintensity load in elderly patients with DM2 (<xref ref-type="bibr" rid="B18">18</xref>). In patients with traumatic brain injury, variable glucose blood levels were significantly associated with a worse long-term functional outcome (<xref ref-type="bibr" rid="B19">19</xref>).</p>
</sec>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and Methods</title>
<sec>
<title>Patients</title>
<p>The study included 26 patients (16 women and 10 men) aged 57 to 83 with possible clinical diagnoses of PSP and CBS made in accordance with the currently applicable criteria (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Disease duration varied from 4 to 6 years. Subjects evaluated in the study were affected by mild (MMSE = 19&#x02013;23 points) or moderate cognitive impairment (MMSE = 10&#x02013;18 points). Patients were affected by limited mobility and suffered due to multiple collapses. Examinations were performed by neurologists experienced in movement disorders. Each patient underwent a laboratory assessment for glycated hemoglobin level and a single-photon emission computed tomography (SPECT) examination of perfusion. For each patient, an evaluation of perfusion in 19 regions of interest was performed. All subjects included in the study were diagnosed with PSP or CBS and had levels of glycated hemoglobin lower than 6.5%. Each participant provided written informed consent. The following exclusion criteria were used in the study&#x02014;history of stroke, vascular lesions with cognitive impairment, neoplasms, posttraumatic brain injury, autoimmune brain inflammation, or brain infection. Patients included in the study were divided into two groups: &#x0201C;A&#x0201D;-&#x02212;12 patients with PSP/CBS without any abnormalities in the context of glucose level, and &#x0201C;B&#x0201D;&#x02212;14 patients with PSP/CBS and significant glycemic variability. The level of glycated hemoglobin in group &#x0201C;A&#x0201D; varied from 4.9 to 5.6%. In &#x0201C;B&#x0201D; the levels varied from 5.7 to 6.4%. The perfusion of patients from groups &#x0201C;A&#x0201D; and &#x0201C;B&#x0201D; was compared with healthy volunteers from the software&#x00027;s database. Among all of the patients included in the study, fasting blood glucose level was below 100 mg/dl.</p>
</sec>
<sec>
<title>SPECT</title>
<p>SPECT with Technetium-99m hexamethylpropyleneamine oxime (99mTc-HMPAO) as a radiotracer was performed in all patients. The patients were placed in a quiet, dimly lit room in a supine position. Seven hundred and forty MBq of <sup>99</sup>mTc-HMPAO was administered. A dual-head gamma camera SPECT/CT (Symbia T6, Siemens Healthcare) with low energy high resolution (LEHR) parallel-hole collimator was used. Step and shoot acquisition mode was used and sequences of 128 frames on a 128 x 128 matrix were obtained (64 projections per head, 30 s per projection). The photopeak was set at 140 keV with 10% window on either side of the photopeak. All images were reconstructed with filtered back projection and smoothed with a filter. The reconstructed images were corrected for gamma-ray attenuation with a measured correction matrix obtained from a computed tomography scan.</p>
<p>Post-processing analysis was performed with Scenium software (Siemens Healthcare Medical Solutions USA, Inc.). The data were compared with a reference database comprised of 99mTcHMPAO brain scans of 20 healthy volunteers with an age range of 64&#x02013;86 years (mixed population of women and men). Standard deviation values from the mean for each voxel were computed. The mean was taken from the corresponding voxel in the normal brain. Statistics were displayed on a voxel-by-voxel basis. The regions of interest (ROI) were predefined on a high-resolution T1 MRI volume scan. The SPECT and MRI data were merged. The mean standard deviation (SD) was calculated for each ROI. The SD of perfusion in the basal ganglia, frontal lobes, cerebellar hemispheres, and thalami were subsequently examined among all patients. The results were then analyzed using the Kruskal-Wallis test, which showed whether the differences in perfusion of the selected brain regions were statistically significant. The regions with significant differences were then additionally evaluated using <italic>post-hoc</italic> analysis.</p>
<p>The authors of the study decided to study CBF disorders in all regions of the brain, including areas that are not affected by the lesions. Correct values for the accumulation of 99mTc HM-PAO in these areas can be taken as evidence that the test method is methodologically correct. We used a professional program that also includes a verified database (control group). The control group was thoroughly examined by the manufacturer and corresponds to the age of the group of patients we studied. Performing check-ups with radiopharmaceuticals and SPECT-CT would be unethical due to exposure to ionizing radiation and the lack of availability of a professional, registered program for the analysis of test results.</p>
</sec>
<sec>
<title>Laboratory Testing</title>
<p>Blood samples were collected from patients during their hospitalization in the Department of Neurology. Ethylenediaminetetraacetic acid (EDTA) was used to avoid extracorporeal coagulation before the analysis. Blood samples were analyzed automatically using high-pressure liquid chromatography in the Department of Laboratory Diagnostics of the Mazovian Br&#x000F3;dno Hospital. The value of glycated hemoglobin was obtained automatically.</p>
</sec>
<sec>
<title>Statistical Analyses</title>
<p>Data analyses were performed with the use of original statistical programs and available modules of the Statistica software (version 13.1 Dell. Inc. Statsoft). Continuous data were used for analyses. All results were expressed as means, with minimal and maximal values, and standard deviation with a 95% confidence interval. In subgroup analysis, we used the Mann-Whitney U test. Spearman correlation coefficient (Rs) was used for determining the relationship between glycated hemoglobin level and CNS perfusion. We first tried to apply the Benjamini-Hochberg method for reducing the false discovery rate (FDR) for multiple hypothesis testing, but unfortunately, no p-value survived after this correction. Thus, we chose to set a more restrictive, uncorrected significance threshold at <italic>P</italic> &#x0003C; 0.01 for multiple comparison correction.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>The mean, maximal, minimal, and standard deviation with 95% confidence interval values for the assessed parameters are listed in <xref ref-type="table" rid="T1">Table 1</xref> for the whole group and subgroups. There were significant differences in the mean values of SPECT perfusion for two regions: hippocampus left (&#x02212;1.2 vs. &#x02212;2.8; <italic>p</italic> = 0.0086) and right (&#x02212;0.8 vs. &#x02212;2.1; <italic>p</italic> = 0.0075), and insula right (&#x02212;0.9 vs. &#x02212;2.5; <italic>p</italic> = 0.0035) (<xref ref-type="table" rid="T1">Table 1</xref>). The perfusion abnormalities in the group affected by glycemic variability in the other regions of interest were not significant. Spearman correlation coefficient showed an average negative correlation for the above-mentioned regions: hippocampus left, <italic>Rs</italic> = &#x02212;0.48; hippocampus right <italic>Rs</italic> = &#x02212;0.46; insula right, <italic>Rs</italic> = &#x02212;0.47; pons, <italic>Rs</italic> = &#x02212;0.47; thalamus left, <italic>Rs</italic> = &#x02212;0.49 and whole brain, <italic>Rs</italic> = &#x02212;0.42 (all Rs values were statistically significant <italic>p</italic> &#x0003C; 0.005, <xref ref-type="table" rid="T2">Table 2</xref>) (<xref ref-type="fig" rid="F1">Figures 1</xref>&#x02013;<xref ref-type="fig" rid="F3">3</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Basic statistics with subgroup comparison.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Whole group (</bold><italic><bold>N</bold></italic> <bold>&#x0003D;</bold> <bold>26)</bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Group A (</bold><italic><bold>N</bold></italic> <bold>&#x0003D;</bold> <bold>12)</bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Group B (</bold><italic><bold>N</bold></italic> <bold>&#x0003D;</bold> <bold>14)</bold></th>
<th/>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold>Mean (Min-Max)</bold></th>
<th valign="top" align="center"><bold>SD &#x000B1; 95% CI</bold></th>
<th valign="top" align="center"><bold>Mean (Min-Max)</bold></th>
<th valign="top" align="center"><bold>SD &#x000B1; 95% CI</bold></th>
<th valign="top" align="center"><bold>Mean (Min-Max)</bold></th>
<th valign="top" align="center"><bold>SD &#x000B1; 95% CI</bold></th>
<th valign="top" align="center"><bold>P</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">III Ventricle (mm)</td>
<td valign="top" align="center">11.2 (6&#x02013;17)</td>
<td valign="top" align="center">2.53 (1.98&#x02013;3.49)</td>
<td valign="top" align="center">10.4 (6&#x02013;14)</td>
<td valign="top" align="center">1.98 (1.4&#x02013;3.35)</td>
<td valign="top" align="center">11.9 (7&#x02013;17)</td>
<td valign="top" align="center">2.82 (2.05&#x02013;4.55)</td>
<td valign="top" align="left">0.2368</td>
</tr>
<tr>
<td valign="top" align="left">PONS (cm2)</td>
<td valign="top" align="center">4.5 (3.3&#x02013;5.8)</td>
<td valign="top" align="center">0.61 (0.47&#x02013;0.84)</td>
<td valign="top" align="center">4.4 (3.3&#x02013;5.8)</td>
<td valign="top" align="center">0.71 (0.5&#x02013;0.5)</td>
<td valign="top" align="center">4.7 (3.8&#x02013;5.6)</td>
<td valign="top" align="center">0.5 (0.36&#x02013;0.8)</td>
<td valign="top" align="left">0.2801</td>
</tr>
<tr>
<td valign="top" align="left">MIDBRAIN (cm2)</td>
<td valign="top" align="center">0.8 (0.4&#x02013;1.3)</td>
<td valign="top" align="center">0.26 (0.2&#x02013;0.35)</td>
<td valign="top" align="center">0.8 (0.4&#x02013;1.3)</td>
<td valign="top" align="center">0.24 (0.17&#x02013;0.17)</td>
<td valign="top" align="center">0.8 (0.4&#x02013;1.3)</td>
<td valign="top" align="center">0.28 (0.2&#x02013;0.44)</td>
<td valign="top" align="left">0.607</td>
</tr>
<tr>
<td valign="top" align="left">P/M ratio</td>
<td valign="top" align="center">0.2 (0.1&#x02013;0.3)</td>
<td valign="top" align="center">0.05 (0.04&#x02013;0.07)</td>
<td valign="top" align="center">0.2 (0.1&#x02013;0.3)</td>
<td valign="top" align="center">0.06 (0.04&#x02013;0.04)</td>
<td valign="top" align="center">0.2 (0.1&#x02013;0.2)</td>
<td valign="top" align="center">0.04 (0.03&#x02013;0.07)</td>
<td valign="top" align="left">0.3681</td>
</tr>
<tr>
<td valign="top" align="left">Amygdala L</td>
<td valign="top" align="center">&#x02212;1.4 (&#x02212;4.2&#x02013;2.7)</td>
<td valign="top" align="center">1.66 (1.3&#x02013;2.3)</td>
<td valign="top" align="center">&#x02212;1.1 (&#x02212;4.2&#x02013;2.7)</td>
<td valign="top" align="center">1.92 (1.36&#x02013;1.36)</td>
<td valign="top" align="center">&#x02212;1.6 (&#x02212;3.1&#x02013;1.5)</td>
<td valign="top" align="center">1.43 (1.04&#x02013;2.31)</td>
<td valign="top" align="left">0.4253</td>
</tr>
<tr>
<td valign="top" align="left">Amygdala R</td>
<td valign="top" align="center">&#x02212;1.1 (&#x02212;3.8&#x02013;1.3)</td>
<td valign="top" align="center">1.44 (1.13&#x02013;1.99)</td>
<td valign="top" align="center">&#x02212;0.6 (&#x02212;2.6&#x02013;1.3)</td>
<td valign="top" align="center">1.28 (0.91&#x02013;0.91)</td>
<td valign="top" align="center">&#x02212;1.6 (&#x02212;3.8&#x02013;1.3)</td>
<td valign="top" align="center">1.46 (1.06&#x02013;2.35)</td>
<td valign="top" align="left">0.0896</td>
</tr>
<tr>
<td valign="top" align="left">Basal Ganglia L</td>
<td valign="top" align="center">&#x02212;2.4 (&#x02212;5.8&#x02013;0.5)</td>
<td valign="top" align="center">1.92 (1.5&#x02013;2.65)</td>
<td valign="top" align="center">&#x02212;1.7 (&#x02212;5.3&#x02013;0.5)</td>
<td valign="top" align="center">1.7 (1.2&#x02013;1.2)</td>
<td valign="top" align="center">&#x02212;3 (&#x02212;5.8&#x02013;0.1)</td>
<td valign="top" align="center">1.94 (1.41&#x02013;3.13)</td>
<td valign="top" align="left">0.076</td>
</tr>
<tr>
<td valign="top" align="left">Basal Ganglia R</td>
<td valign="top" align="center">&#x02212;2.1 (&#x02212;6.1&#x02013;1.1)</td>
<td valign="top" align="center">2.05 (1.61&#x02013;2.84)</td>
<td valign="top" align="center">&#x02212;1.3 (&#x02212;5.3&#x02013;0.9)</td>
<td valign="top" align="center">1.82 (1.29&#x02013;1.29)</td>
<td valign="top" align="center">&#x02212;2.8 (&#x02212;6.1&#x02013;1.1)</td>
<td valign="top" align="center">2.07 (1.5&#x02013;3.33)</td>
<td valign="top" align="left">0.0946</td>
</tr>
<tr>
<td valign="top" align="left">Brainstem</td>
<td valign="top" align="center">&#x02212;2.9 (&#x02212;7&#x02013;1.8)</td>
<td valign="top" align="center">1.93 (1.51&#x02013;2.69)</td>
<td valign="top" align="center">&#x02212;2.3 (&#x02212;5.3 to &#x02212;0.3)</td>
<td valign="top" align="center">1.35 (0.94&#x02013;0.94)</td>
<td valign="top" align="center">&#x02212;3.4 (&#x02212;7&#x02013;1.8)</td>
<td valign="top" align="center">2.21 (1.6&#x02013;3.56)</td>
<td valign="top" align="left">0.0798</td>
</tr>
<tr>
<td valign="top" align="left">Cerebellum L</td>
<td valign="top" align="center">&#x02212;1.3 (&#x02212;5.4&#x02013;2.1)</td>
<td valign="top" align="center">2.06 (1.62&#x02013;2.85)</td>
<td valign="top" align="center">&#x02212;1.2 (&#x02212;1.2&#x02013;0)</td>
<td valign="top" align="center">1.23 (0.87&#x02013;0.87)</td>
<td valign="top" align="center">&#x02212;1.4 (&#x02212;5.4&#x02013;2.1)</td>
<td valign="top" align="center">2.62 (1.9&#x02013;4.22)</td>
<td valign="top" align="left">0.817</td>
</tr>
<tr>
<td valign="top" align="left">Cerebellum R</td>
<td valign="top" align="center">&#x02212;1.5 (&#x02212;9.2&#x02013;1.9)</td>
<td valign="top" align="center">2.49 (1.95&#x02013;3.44)</td>
<td valign="top" align="center">&#x02212;1.4 (&#x02212;1.4&#x02013;1.9)</td>
<td valign="top" align="center">3.11 (2.2&#x02013;2.2)</td>
<td valign="top" align="center">&#x02212;1.6 (&#x02212;4.8&#x02013;1.4)</td>
<td valign="top" align="center">1.93 (1.4&#x02013;3.12)</td>
<td valign="top" align="left">0.4715</td>
</tr>
<tr>
<td valign="top" align="left">Frontal Lobe L</td>
<td valign="top" align="center">&#x02212;1.4 (&#x02212;6.9&#x02013;2.6)</td>
<td valign="top" align="center">2.06 (1.62&#x02013;2.84)</td>
<td valign="top" align="center">&#x02212;1.1 (&#x02212;1.1&#x02013;1.8)</td>
<td valign="top" align="center">1.91 (1.35&#x02013;1.35)</td>
<td valign="top" align="center">&#x02212;1.7 (&#x02212;6.9&#x02013;2.6)</td>
<td valign="top" align="center">2.21 (1.6&#x02013;3.55)</td>
<td valign="top" align="left">0.5371</td>
</tr>
<tr>
<td valign="top" align="left">Frontal Lobe R</td>
<td valign="top" align="center">&#x02212;1.5 (&#x02212;5.7&#x02013;3.1)</td>
<td valign="top" align="center">1.96 (1.54&#x02013;2.71)</td>
<td valign="top" align="center">&#x02212;1.3 (&#x02212;1.3&#x02013;3.1)</td>
<td valign="top" align="center">2.01 (1.43&#x02013;1.43)</td>
<td valign="top" align="center">&#x02212;1.7 (&#x02212;5.7&#x02013;1.9)</td>
<td valign="top" align="center">1.98 (1.44&#x02013;3.19)</td>
<td valign="top" align="left">0.959</td>
</tr>
<tr>
<td valign="top" align="left">Hippocampus L</td>
<td valign="top" align="center">&#x02212;2.1 (&#x02212;5.1&#x02013;1.8)</td>
<td valign="top" align="center">1.75 (1.38&#x02013;2.4)</td>
<td valign="top" align="center">&#x02212;1.2 (&#x02212;1.2&#x02013;1.8)</td>
<td valign="top" align="center">1.77 (1.25&#x02013;1.25)</td>
<td valign="top" align="center">&#x02212;2.8 (&#x02212;5.1 to &#x02212;0.8)</td>
<td valign="top" align="center">1.45 (1.05&#x02013;2.34)</td>
<td valign="top" align="left" style="color:#ee1c23">0.0086</td>
</tr>
<tr>
<td valign="top" align="left">Hippocampus R</td>
<td valign="top" align="center">&#x02212;1.5 (&#x02212;4.8&#x02013;1.4)</td>
<td valign="top" align="center">1.66 (1.3&#x02013;2.29)</td>
<td valign="top" align="center">&#x02212;0.8 (&#x02212;0.8&#x02013;1.4)</td>
<td valign="top" align="center">1.76 (1.25&#x02013;1.25)</td>
<td valign="top" align="center">&#x02212;2.1 (&#x02212;4.1 to &#x02212;0.2)</td>
<td valign="top" align="center">1.36 (0.99&#x02013;2.19)</td>
<td valign="top" align="left" style="color:#ee1c23">0.0075</td>
</tr>
<tr>
<td valign="top" align="left">Insula L</td>
<td valign="top" align="center">&#x02212;3 (&#x02212;7.1&#x02013;2.4)</td>
<td valign="top" align="center">2.58 (2.03&#x02013;3.54)</td>
<td valign="top" align="center">&#x02212;2.1 (&#x02212;2.1&#x02013;2.4)</td>
<td valign="top" align="center">2.59 (1.84&#x02013;1.84)</td>
<td valign="top" align="center">&#x02212;3.9 (&#x02212;7&#x02013;0.4)</td>
<td valign="top" align="center">2.44 (1.77&#x02013;3.94)</td>
<td valign="top" align="left">0.0803</td>
</tr>
<tr>
<td valign="top" align="left">Insula R</td>
<td valign="top" align="center">&#x02212;1.7 (&#x02212;6.2&#x02013;1)</td>
<td valign="top" align="center">1.77 (1.39&#x02013;2.45)</td>
<td valign="top" align="center">&#x02212;0.9 (&#x02212;0.9&#x02013;1)</td>
<td valign="top" align="center">1.27 (0.9&#x02013;0.9)</td>
<td valign="top" align="center">&#x02212;2.5 (&#x02212;6.2&#x02013;1)</td>
<td valign="top" align="center">1.85 (1.34&#x02013;2.98)</td>
<td valign="top" align="left" style="color:#ee1c23">0.0035</td>
</tr>
<tr>
<td valign="top" align="left">Pons</td>
<td valign="top" align="center">&#x02212;2.6 (&#x02212;5&#x02013;1.9)</td>
<td valign="top" align="center">1.28 (1.01&#x02013;1.77)</td>
<td valign="top" align="center">&#x02212;2.3 (&#x02212;2.3 to &#x02212;0.8)</td>
<td valign="top" align="center">0.76 (0.53&#x02013;0.53)</td>
<td valign="top" align="center">&#x02212;2.9 (&#x02212;5&#x02013;1.9)</td>
<td valign="top" align="center">1.59 (1.15&#x02013;2.57)</td>
<td valign="top" align="left">0.0231</td>
</tr>
<tr>
<td valign="top" align="left">Temporal L</td>
<td valign="top" align="center">0.1 (&#x02212;3&#x02013;3.1)</td>
<td valign="top" align="center">1.51 (1.18&#x02013;2.08)</td>
<td valign="top" align="center">0 (0&#x02013;2.4)</td>
<td valign="top" align="center">1.36 (0.96&#x02013;0.96)</td>
<td valign="top" align="center">0.3 (&#x02212;3&#x02013;3.1)</td>
<td valign="top" align="center">1.66 (1.2&#x02013;2.67)</td>
<td valign="top" align="left">0.5542</td>
</tr>
<tr>
<td valign="top" align="left">Temporal R</td>
<td valign="top" align="center">1.4 (&#x02212;4.1&#x02013;4)</td>
<td valign="top" align="center">1.7 (1.34&#x02013;2.34)</td>
<td valign="top" align="center">1.8 (1.8&#x02013;3.2)</td>
<td valign="top" align="center">1.17 (0.83&#x02013;0.83)</td>
<td valign="top" align="center">1.2 (&#x02212;4.1&#x02013;4)</td>
<td valign="top" align="center">2.12 (1.53&#x02013;3.41)</td>
<td valign="top" align="left">0.5371</td>
</tr>
<tr>
<td valign="top" align="left">Thalamus L</td>
<td valign="top" align="center">&#x02212;4.1 (&#x02212;7 to &#x02212;0.7)</td>
<td valign="top" align="center">1.83 (1.44&#x02013;2.5)</td>
<td valign="top" align="center">&#x02212;3.3 (&#x02212;3.3 to &#x02212;0.7)</td>
<td valign="top" align="center">1.55 (1.09&#x02013;1.09)</td>
<td valign="top" align="center">&#x02212;5 (&#x02212;7 to &#x02212;1.1)</td>
<td valign="top" align="center">1.76 (1.27&#x02013;2.83)</td>
<td valign="top" align="left">0.0146</td>
</tr>
<tr>
<td valign="top" align="left">Thalamus R</td>
<td valign="top" align="center">&#x02212;4.6 (&#x02212;9.5 to &#x02212;1.1)</td>
<td valign="top" align="center">2.22 (1.75&#x02013;3.05)</td>
<td valign="top" align="center">&#x02212;3.8 (&#x02212;3.8 to &#x02212;1.1)</td>
<td valign="top" align="center">2.39 (1.69&#x02013;1.69)</td>
<td valign="top" align="center">&#x02212;5.3 (&#x02212;9.5 to &#x02212;2.2)</td>
<td valign="top" align="center">1.99 (1.44&#x02013;3.21)</td>
<td valign="top" align="left">0.0946</td>
</tr>
<tr>
<td valign="top" align="left">Whole Brain</td>
<td valign="top" align="center">&#x02212;2.3 (&#x02212;7.9&#x02013;1.5)</td>
<td valign="top" align="center">2.22 (1.74&#x02013;3.06)</td>
<td valign="top" align="center">&#x02212;1.3 (&#x02212;1.3&#x02013;1.5)</td>
<td valign="top" align="center">1.9 (1.33&#x02013;1.33)</td>
<td valign="top" align="center">&#x02212;3.2 (&#x02212;7.9&#x02013;0.9)</td>
<td valign="top" align="center">2.24 (1.62&#x02013;3.6)</td>
<td valign="top" align="left">0.0428</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Min, minimal value; Max, maximal value; SD, standard deviation; 95% CI, 95% confidence interval; p, p value for U Mann-Whitney test; in red are marked statistically significant p values</italic>.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Spearman correlation.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="left"><bold>Rs</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">III Ventricle (mm)</td>
<td valign="top" align="left">0.25</td>
</tr>
<tr>
<td valign="top" align="left">PONS (cm<sup>2</sup>)</td>
<td valign="top" align="left">0.22</td>
</tr>
<tr>
<td valign="top" align="left">MIDBRAIN (cm<sup>2</sup>)</td>
<td valign="top" align="left">&#x02212;0.11</td>
</tr>
<tr>
<td valign="top" align="left">P/M ratio</td>
<td valign="top" align="left">&#x02212;0.19</td>
</tr>
<tr>
<td valign="top" align="left">Amygdala L</td>
<td valign="top" align="left">&#x02212;0.16</td>
</tr>
<tr>
<td valign="top" align="left">Amygdala R</td>
<td valign="top" align="left">&#x02212;0.34</td>
</tr>
<tr>
<td valign="top" align="left">Basal Ganglia L</td>
<td valign="top" align="left">&#x02212;0.36</td>
</tr>
<tr>
<td valign="top" align="left">Basal Ganglia R</td>
<td valign="top" align="left">&#x02212;0.34</td>
</tr>
<tr>
<td valign="top" align="left">Brainstem</td>
<td valign="top" align="left">&#x02212;0.36</td>
</tr>
<tr>
<td valign="top" align="left">Cerebellum L</td>
<td valign="top" align="left">0.05</td>
</tr>
<tr>
<td valign="top" align="left">Cerebellum R</td>
<td valign="top" align="left">&#x02212;0.15</td>
</tr>
<tr>
<td valign="top" align="left">Frontal Lobe L</td>
<td valign="top" align="left">&#x02212;0.13</td>
</tr>
<tr>
<td valign="top" align="left">Frontal Lobe R</td>
<td valign="top" align="left">&#x02212;0.02</td>
</tr>
<tr>
<td valign="top" align="left">Hippocampus L</td>
<td valign="top" align="left" style="color:#ee1c23">&#x02212;0.48</td>
</tr>
<tr>
<td valign="top" align="left">Hippocampus R</td>
<td valign="top" align="left" style="color:#ee1c23">&#x02212;0.46</td>
</tr>
<tr>
<td valign="top" align="left">Insula L</td>
<td valign="top" align="left">&#x02212;0.36</td>
</tr>
<tr>
<td valign="top" align="left">Insula R</td>
<td valign="top" align="left" style="color:#ee1c23">&#x02212;0.47</td>
</tr>
<tr>
<td valign="top" align="left">Pons</td>
<td valign="top" align="left">&#x02212;0.47</td>
</tr>
<tr>
<td valign="top" align="left">Temporal L</td>
<td valign="top" align="left">0.12</td>
</tr>
<tr>
<td valign="top" align="left">Temporal R</td>
<td valign="top" align="left">&#x02212;0.13</td>
</tr>
<tr>
<td valign="top" align="left">Thalamus L</td>
<td valign="top" align="left">&#x02212;0.49</td>
</tr>
<tr>
<td valign="top" align="left">Thalamus R</td>
<td valign="top" align="left">&#x02212;0.34</td>
</tr>
<tr>
<td valign="top" align="left">Whole Brain</td>
<td valign="top" align="left">&#x02212;0.42</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Rs, Spearman correlation coefficient; in red are marked statistically significant values of Rs</italic>.</p>
</table-wrap-foot>
</table-wrap>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Comparison of perfusion in regions significantly affected by glycemic variability.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fneur-12-767480-g0001.tif"/>
</fig>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Comparison of perfusion in regions significantly affected by glycemic variability.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fneur-12-767480-g0002.tif"/>
</fig>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Comparison of perfusion in regions significantly affected by glycemic variability.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fneur-12-767480-g0003.tif"/>
</fig>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<sec>
<title>Hippocampus Hypoperfusion in Tauopathic Atypical Parkinsonian Syndrome</title>
<p>This study stresses the necessity of evaluating glycemic levels below the boundary of diabetes in neurodegenerative disorders. PSP and CBS are not fully recognized in the context of pathogenesis. The presented preliminary research should be considered as a factor in further discussions concerning deterioration within brain structures that may impact cognitive abilities, such as the hippocampus hypoperfusion observed in patients affected by glycemic variability. In our study, the results show that glycemic variability most significantly impacts certain regions of the brain, such as the hippocampus and insula. Moreover, there is a negative correlation between higher prediabetes glucose levels and SPECT-based perfusion images.</p>
</sec>
<sec>
<title>Glycemic Variability and Prediabetes in Neurodegenerative Disorders</title>
<p>Prediabetes and glycemic variability are better known for their impact on the peripheral nervous system, however, recent papers have revealed interesting findings concerning the impact of prediabetes on brain amyloid accumulation and cognitive abilities (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). The majority of the described reports discuss diseases other than PSP/CBS, however, they may be useful in understanding the underlying mechanisms that are likely also present in atypical tauopathic parkinsonian syndromes. In one study, the authors described the association between prediabetes and beta-amyloid concentration in late middle age. The same correlation was not confirmed in DM2. The authors of the study hypothesized that this may be related to the efficiency of diabetes treatment on brain beta-amyloid accumulation (<xref ref-type="bibr" rid="B20">20</xref>). Another study concerning the impact of prediabetes on the brain was performed on patients with Alzheimer&#x00027;s disease; the authors did not find any significant association between prediabetes and various analyzed factors such as hippocampal/intracranial volume ratio and cerebrospinal fluid phosphorylated tau-<sub>181</sub>/amyloid-&#x003B2;<sub>1&#x02212;42</sub> ratio (<xref ref-type="bibr" rid="B22">22</xref>). On the other hand, cognition was affected by abnormalities in brain metabolism. The metabolic evaluations were based on examinations using fluorodeoxyglucose in positron emission tomography. In a different study, prediabetes was associated with insulin resistance rather than solely based on the elevation of glucose levels in the context of cognitive deterioration (<xref ref-type="bibr" rid="B21">21</xref>). The literature concerning the correlation between prediabetes and brain abnormalities is limited. However, it has been demonstrated that in obese subjects with prediabetes the activation of reward-related areas is reduced significantly (<xref ref-type="bibr" rid="B23">23</xref>). In individuals with prediabetes, an increase in insulin resistance is associated with a decrease in the brain glucose metabolism rate in the frontal, parietotemporal, and cingulate gyrus regions (<xref ref-type="bibr" rid="B24">24</xref>). Zborowski et al. observed downregulation of hippocampal insulin and brain-derived neurotrophic factor signaling in prediabetic mice. On the other hand, a study by Soares al. based on increased hippocampal levels of AMPA and NMDA receptor subunits GluA1 and GLUN1 and decreased hippocampal glucocorticoid receptor levels, suggested that alteration of glutamatergic neurotransmission and abnormal glucocorticoid signaling in hippocampus is typical for prediabetes (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). In a different study, the hippocampal region, as well as the whole brain, was associated with increased lactate production in prediabetes (<xref ref-type="bibr" rid="B27">27</xref>). There is also some data available on the volume of certain brain regions in prediabetes. Left hippocampal tail volume was interpreted as an early diabetes-related marker due to brain damage and a bilateral lateral hippocampus, left amygdala, and right putamen reduction in gray matter volume in prediabetes when compared to healthy controls (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>). Smaller hippocampal volumes and greater frontal lobe atrophy were typical for adolescents with insulin resistance (<xref ref-type="bibr" rid="B30">30</xref>). White matter changes, represented by alterations in the white matter micro-integrity of the anterior thalamic radiation and inferior and superior longitudinal fasciculi, are described as typical early signs of prediabetic brain (<xref ref-type="bibr" rid="B31">31</xref>). Reitz observed that abnormalities in glycaemia are associated with a higher number of brain infarcts, white matter hyperintensity volume, decreased total white matter and gray matter, and hippocampus volume (<xref ref-type="bibr" rid="B32">32</xref>). Nevertheless, a study by Schneider et al. indicated that there is no evidence that associations of diabetes with smaller brain volumes are mediated by brain vascular pathology (<xref ref-type="bibr" rid="B33">33</xref>). On the other hand, cerebrovascular impairment, which is present in prediabetes, may lead to a mild hypoxic state that, when accompanied by the metabolic dysfunction-driven suppression of neuronal autophagy, causes cognitive decline (<xref ref-type="bibr" rid="B34">34</xref>).</p>
<p>Though effects on the hippocampus are more commonly associated with Alzheimer&#x00027;s disease, considerable tau accumulation can be observed in the hippocampus in PSP; however, it was found to be independent and the tau accumulation in PSP is more pronounced in strategic regions related to the disease&#x00027;s progression such as the brainstem and basal ganglia (<xref ref-type="bibr" rid="B35">35</xref>). This finding could be analyzed in the context of an association between tau accumulation and microglial activation in PSP. Microglial activation, on the other hand, is also associated with diabetes and other glycemic disturbances. This series of possible mechanisms leading to hippocampus vulnerability have not been fully recognized.</p>
<p>Observations concerning abnormal transglutaminase activity in PSP as well as other tauopathies were described in previous research; however, no abnormal transglutaminase-induced crosslinking activity with glycemic variability was found in PSP and CBS (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>). Though transglutaminase is associated with an indirect impact on neurodegeneration, the enzyme is considered to be a factor leading to the neuropathology after the initiation of the disease process. Glycemic variability, though not proven to be associated with transglutaminase&#x00027;s impact on neurodegeneration, appears to act as an enhancer of clinical decline and structural hypoperfusion; however, insufficient data in the field make any interpretation questionable and requiring further verification.</p>
</sec>
<sec>
<title>Clinical Significance</title>
<p>The possible disturbance of hippocampal function is commonly associated with cognitive decline. Recent studies showed associations between tau pathology and clinical symptoms in the subfield of hippocampal formation and indicated associations with executive function and behavior (<xref ref-type="bibr" rid="B38">38</xref>). The significance of the deterioration within the hippocampus in PSP/CBS was presented in various studies. The features possibly affected by this disturbance include multiple speech and language domains (<xref ref-type="bibr" rid="B39">39</xref>). The literature concerning the impact of hippocampal deterioration and its clinical significance in PSP/CBS is limited. The most striking issue highlighted in this study is undoubtedly related to the possible reversibility of mechanisms leading to hippocampal dysfunction, as glycemic variability appears to be a modifiable risk factor.</p>
</sec>
<sec>
<title>Limitations</title>
<p>This is a small pilot study; however, it stresses the significance of glycemic variability as a risk factor for further deterioration in tauopathic atypical parkinsonian syndromes. The study was limited to tauopathic atypical parkinsonian syndromes due to their rarity, difficulties in examination, and the fact that they are underdiagnosed in the context of glycemic variability, as only a few studies highlight the issue of diabetes in PSP. To the best of our knowledge, no such study has been conducted in prediabetes and glycemic variability groups. The authors did not perform an additional examination of SPECT in subjects with increased glycemic variability without neurodegenerative disorders. This is related to the preliminary character of the study and to the fact that the aim of the study is to highlight the significance of glucose metabolism impairment as a possible enhancer of deterioration rate in tauopathic parkinsonian syndromes. Additionally, due to the pilot character of the study, the authors were not granted permission by the Ethical Committee to use radiotracers in patients without neurodegenerative disease in this study considering the availability of a software database of healthy volunteers age-matched with the examined group of PSP/CBS patients. The authors did not create separate groups for PSP and CBS patients, as previous studies showed that perfusion assessment does not show significant differences in the differential diagnoses of these diseases (<xref ref-type="bibr" rid="B6">6</xref>). Due to the fact that all included patients are alive, no neuropathological verification could be conducted.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusion</title>
<p>The study results stress the necessity of early diagnosis of glycemic variability in neurodegenerative diseases. The significant decrease in perfusion of the hippocampus in patients with PSP/CBS is an interesting observation considering the diverse course of cognitive deterioration among patients with PSP and CBS. The results of the study should be interpreted as a factor encouraging discussion of hippocampal vulnerability to glycemic variability and its possible links with pathomechanisms of neurodegeneration. Early initiation of treatment and control of glycemic variability and prediabetes may have a beneficial role that impacts the rate of deterioration of cognitive impairment. Further research in the field on the role of glycemic variability and prediabetes in tauopathic atypical parkinsonism is required.</p>
</sec>
<sec sec-type="data-availability" id="s6">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec id="s7">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by Ethical Committee of Medical University of Warsaw&#x02013;AKBE243/ 2016. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>PA and NM: study design, manuscript preparation, and data collection. AD and LK: manuscript preparation. BM: manuscript preparation and statistical analysis. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="funding-information" id="s9">
<title>Funding</title>
<p>Internal funds were provided by the Department of Neurology.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x00027;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ref-list>
<title>References</title>
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