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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurol.</journal-id>
<journal-title>Frontiers in Neurology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurol.</abbrev-journal-title>
<issn pub-type="epub">1664-2295</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fneur.2020.00259</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neurology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Seasonality and Cardio-Cerebrovascular Risk Factors for Benign Paroxysmal Positional Vertigo</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Cao</surname> <given-names>Zhentang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/883993/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zhao</surname> <given-names>Xingquan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/898521/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ju</surname> <given-names>Yi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x0002A;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Chen</surname> <given-names>Meimei</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Yan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Neurology, Beijing Tiantan Hospital, Capital Medical University</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Clinical Center for Vertigo and Balance Disturbance, Beijing Tiantan Hospital, Capital Medical University</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Augusto Pietro Casani, University of Pisa, Italy</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Sun-Young Oh, Chonbuk National University, South Korea; Francesco Dispenza, University of Palermo, Italy</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Xingquan Zhao <email>zxq&#x00040;vip.163.com</email></corresp>
<corresp id="c002">Yi Ju <email>juyi1226&#x00040;vip.163.com</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Neuro-Otology, a section of the journal Frontiers in Neurology</p></fn></author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>04</month>
<year>2020</year>
</pub-date>
<pub-date pub-type="collection">
<year>2020</year>
</pub-date>
<volume>11</volume>
<elocation-id>259</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>01</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>03</month>
<year>2020</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2020 Cao, Zhao, Ju, Chen and Wang.</copyright-statement>
<copyright-year>2020</copyright-year>
<copyright-holder>Cao, Zhao, Ju, Chen and Wang</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><bold>Background:</bold> Benign paroxysmal positional vertigo (BPPV) is the most common cause of vertigo, especially in the elderly. Several studies have revealed a possible seasonality to BPPV. However, whether the seasonality of BPPV also exists in China is unclear. The characteristics of cardio-cerebrovascular risk factors for BPPV in the cold season have not yet been investigated.</p>
<p><bold>Objectives:</bold> (1) To investigate the seasonality of BPPV; (2) To explore the relationship between cardio-cerebrovascular risk factors and seasonality of BPPV.</p>
<p><bold>Methods:</bold> A retrospective observational study was performed in Beijing Tiantan Hospital from Jan 2016 to Dec 2018. The study included 1,409 new-onset BPPV patients aged 18&#x02013;88 years. The demographic data, onset time, and medical history of BPPV were collected. The meteorological data, including temperature, atmospheric pressure, rainfall, and insolation, was obtained from Beijing Meteorological service. The <italic>x</italic><sup>2</sup> goodness of fit test was used to evaluate whether BPPV patients&#x00027; numbers were significantly different among different months of the year. The Spearman correlation was used to detect the correlation between numbers of BPPV patients diagnosed monthly with each climatic parameter. The chi-square test for linear-by-linear association were used to investigate the relationship between cardio-cerebrovascular risk factor and seasonality of BPPV.</p>
<p><bold>Results:</bold> November to next March is the top 5 months with higher BPPV patient numbers (<italic>P</italic> &#x0003C; 0.001). The numbers of BPPV diagnosed monthly were conversely correlated with temperature and rainfall (<italic>r</italic> = &#x02212;0.736, <italic>P</italic> = 0.010; <italic>r</italic> = &#x02212;0.650, <italic>P</italic> = 0.022, respectively), positively correlated with atmospheric pressure (<italic>r</italic> = 0.708, <italic>P</italic> = 0.010), but no significant correlated with insolation. BPPV in the cold season (including January, February, March, November, and December) had a higher proportion, accounting for 54.2% of all BPPV patients. Among BPPV patients with &#x02265;2, 1, and none cardio-cerebrovascular risk factors, the cold season accounted for 57.0, 56.0, 49.8%, respectively. As the number of cardio-cerebrovascular risk factors increased, the proportion of patients in the cold season of BPPV increased (<italic>P</italic> = 0.025).</p>
<p><bold>Conclusions:</bold> BPPV patients are seen more in the months with low temperature, low rainfall, and high atmospheric pressure. Compared with the non-cold season, BPPV patients have more risk factors for cardio-cerebrovascular diseases in the cold season.</p></abstract>
<kwd-group>
<kwd>benign paroxysmal positional vertigo</kwd>
<kwd>seasonality</kwd>
<kwd>cold season</kwd>
<kwd>temperature</kwd>
<kwd>cerebrovascular risk factors</kwd>
</kwd-group>
<contract-num rid="cn001">DFL20150501</contract-num>
<contract-num rid="cn002">2017ZX09304018</contract-num>
<contract-sponsor id="cn001">Beijing Municipal Administration of Hospitals&#x00027; Ascent Plan</contract-sponsor>
<contract-sponsor id="cn002">National Science and Technology Major Project</contract-sponsor>
<counts>
<fig-count count="1"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="33"/>
<page-count count="7"/>
<word-count count="4567"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Vertigo, a high frequency disease, imposes a rising burden on the health care system, aggravated by the aging of the population (<xref ref-type="bibr" rid="B1">1</xref>). Benign paroxysmal positional vertigo (BPPV) is the most common type of peripheral vestibular vertigo. It was caused by otoconia that migrate from the utricle to the semicircular canal or cupula. The clinical symptom is characterized by recurrent bouts of positionally triggered spinning vertigo. The lifetime prevalence of BPPV was estimated at 2.4%, the 1 year prevalence at 1.6% (<xref ref-type="bibr" rid="B2">2</xref>). At present, canalith repositioning maneuvers (CRM) are the primary treatment for BPPV, through the movement of the otoconia back into the utricle. Nevertheless, the recurrence rate of BPPV was high, a third to a half of patients have recurrences at 3 years, with most recurrences occurring in the first year (<xref ref-type="bibr" rid="B3">3</xref>). Due to the high recurrence, the quality of life, ability to perform activities of daily life have severely decreased. Meanwhile, it brings several complications, such as emotional disorder, sleep disorder, fall risk, and even death (<xref ref-type="bibr" rid="B4">4</xref>). Therefore, understanding the risk factors for BPPV is necessary for relieving symptoms and preventing recurrence.</p>
<p>Seasonality of patients with BPPV has been investigated. Whitman and Baloh (<xref ref-type="bibr" rid="B5">5</xref>) reported that the incidence of BPPV was significantly higher in the early spring months (March, April, May) in Boston. In Brazil, Pereira et al. found vertigo was more frequent in late winter- spring (<xref ref-type="bibr" rid="B6">6</xref>), but Zuma et al. showed more patients with BPPV are seen in consultation in the months with low solar radiation (March&#x02013;September) (<xref ref-type="bibr" rid="B7">7</xref>). Korpon et al. demonstrated a association between barometric pressure and BPPV (<xref ref-type="bibr" rid="B8">8</xref>). Whether the seasonality of BPPV also exists in Chinese patients is unclear.</p>
<p>In addition to seasonality, the cardio-cerebrovascular risk factors (hypertension, diabetes, and hyperlipidemia) were associated with BPPV because of possible vascular damage to the inner ear (<xref ref-type="bibr" rid="B9">9</xref>). BPPV patients with hypertension and hyperlipidemia were at a higher risk of symptom recurrence (<xref ref-type="bibr" rid="B4">4</xref>). Patients with BPPV had a higher prevalence of coronary artery disease (<xref ref-type="bibr" rid="B10">10</xref>). Moreover, hyperglycemia and hyperinsulinemia are risk factors for the recurrence of BPPV (<xref ref-type="bibr" rid="B11">11</xref>). Cardiovascular and cerebrovascular diseases have a high incidence in the cold season. However, the relationship between cardio-cerebrovascular risk factors and seasonality of BPPV has not yet been investigated.</p>
<p>Therefore, we aimed to investigate the seasonality of BPPV in Chinese patients and to explore the relationship between cardio-cerebrovascular risk factors and seasonality of BPPV.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and Methods</title>
<sec>
<title>Meteorological Index</title>
<p>The study was conducted in Beijing Tiantan Hospital in China from January 2016 to December 2018. Beijing is located at latitude 39&#x000B0;56&#x02032;N and longitude 116&#x000B0;20&#x02032;E. It displays a typical temperate and monsoonal climate with four distinct seasons. The climate indexes included temperature, atmospheric pressure, rainfall, and insolation of the study period were retrieved from Beijing Meteorological service. Averages were calculated for each month across the 3 years study period. According to the temperature in Beijing, considering that from November to next March was recognized as the cold season. The meteorological indexes were documented to correlate these events with disease occurrence.</p>
</sec>
<sec>
<title>Participants</title>
<p>The study was performed according to the Declaration of Helsinki guidelines, and written informed consent was obtained from all participants. The patients in our study only underwent standard treatment without additional interventions for research purposes, so no formal ethics approval was required. This study is a retrospective and exploratory study. The sample size of the previous study about seasonality and BPPV was &#x0007E;207 (<xref ref-type="bibr" rid="B12">12</xref>) patients over the 3 years, 339 (<xref ref-type="bibr" rid="B13">13</xref>) patients over the 4 years, 956 (<xref ref-type="bibr" rid="B5">5</xref>) patients over the 5 years. About the cardiovascular risk factors and BPPV, the sample size of previous study was about 314 (<xref ref-type="bibr" rid="B14">14</xref>) patients over 4 years. At the same time, about 30&#x02013;40 BPPV patients visited to our hospital every month. We retrospectively analyzed the data of 1,409 new-onset BPPV patients registered in the BPPV diagnosis and treatment registration database of Beijing Tiantan Hospital from Jan 2016 to Dec 2018. The diagnosis of BPPV met the criteria of BPPV established by the Barany Society (<xref ref-type="bibr" rid="B15">15</xref>). The all patients were first episode, received the definite diagnosis and canalith repositioning maneuvers (CRM). In order to describe the baseline clinical characteristics in detail, the patients were divided into five groups (aged 18&#x02013;30 years, 31&#x02013;44 years, 45&#x02013;59 years, 60&#x02013;80 years, &#x02265;80 years) according to the age.</p>
</sec>
<sec>
<title>Measurement Index</title>
<p>All patients underwent evaluations including demographic variables, potential risk factors, and neurological examination. The cardio-cerebrovascular risk factors included age &#x02265; 60 years, hypertension, hyperlipidemia, diabetes, coronary heart disease, migraine (<xref ref-type="bibr" rid="B16">16</xref>), and stroke. During the assessment, hypertension, hyperlipemia, diabetes, stroke, and coronary heart disease were defined according to International Classification of Diseases 10. Migraine was diagnosed on the basis of the International Headache Society (IHS) criteria (<xref ref-type="bibr" rid="B17">17</xref>). Sudden deafness was defined as a history of unilateral sensorineural hearing loss with sudden onset, without other prior otological histories (<xref ref-type="bibr" rid="B18">18</xref>). Probable Meniere&#x00027;s disease was defined according to the criteria defined by consensus among Barany Society, Japan Society for Equilibrium Research, EAONO, AAO-HNS, and Korean Balance Society (<xref ref-type="bibr" rid="B19">19</xref>).</p>
</sec>
<sec>
<title>Statistical Analysis</title>
<p>Patients were divided into five different age groups (aged 18&#x02013;30 years; 31&#x02013;44 years; 45&#x02013;59 years; 60&#x02013;79 years; &#x02265;80 years). All categorical variables are presented as frequency and percentage. Statistical significance between five groups was determined using a chi-squared test or Fisher&#x00027;s exact test. To evaluate whether patients&#x00027; numbers were significantly different among different months of the year, the number of patients presented monthly was compared with the assumption of the equal number of patients diagnosed monthly. The comparison was analyzed by the <italic>x</italic><sup>2</sup> goodness of fit test. The Spearman&#x00027;s Rank Correlation Coefficient was used to study the correlation between overall numbers of patients diagnosed monthly with each climate parameter (temperature, atmospheric pressure, rainfall, and insolation) of each month of the year pooled from the years 2016&#x02013;2018. The chi-square test for linear by linear association were used to determine the correlation between cardio-cerebrovascular risk factor and seasonality of BPPV. Statistical analysis was performed in SPSS 24.0 (IBM, Chicago, IL, USA). Graphs were delineated by using Prism 7.0 (GraphPad software, La Jolla, CA, USA). Values with <italic>P</italic> &#x0003C; 0.05 were regarded as statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Demographic Profiles of Participants</title>
<p>We collected 1,409 new-onset BPPV patients accepted definitive diagnosis in the Department of Neurology, Beijing Tiantan Hospital from Jan 2016 to Dec 2018. BPPV was found to be more frequent in female patients-947 (67.2%) against 462 (32.8%) males. The age varied from 18 to 88 years, with a median of 57.00 years (standard deviation = 12.91). The patients were divided into the five groups. Among groups, there was statistical difference in the common cardio-cerebrovascular risk factors, including hypertension, hyperlipemia, diabetes, coronary heart disease, and stroke. But no significant difference in the numbers with Meniere&#x00027;s disease, sudden deafness, and migraine was found (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Demographic information and clinical characteristics.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Risk factors <italic>n</italic> (%)</bold></th>
<th valign="top" align="center"><bold>18&#x02013;30 y (<italic>n</italic> &#x0003D; 73)</bold></th>
<th valign="top" align="center"><bold>31&#x02013;44 y (<italic>n</italic> &#x0003D; 225)</bold></th>
<th valign="top" align="center"><bold>45&#x02013;59 y (<italic>n</italic> &#x0003D; 542)</bold></th>
<th valign="top" align="center"><bold>60&#x02013;79 y (<italic>n</italic> &#x0003D; 546)</bold></th>
<th valign="top" align="center"><bold>&#x02265;80 y (<italic>n</italic> &#x0003D; 23)</bold></th>
<th valign="top" align="center"><bold><italic>P-</italic>value</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Male</td>
<td valign="top" align="center">15 (20.5)</td>
<td valign="top" align="center">68 (30.2)</td>
<td valign="top" align="center">185 (34.1)</td>
<td valign="top" align="center">184 (33.7)</td>
<td valign="top" align="center">10 (43.5)</td>
<td valign="top" align="center">0.113</td>
</tr>
<tr>
<td valign="top" align="left">Hypertension</td>
<td valign="top" align="center">1 (1.4)</td>
<td valign="top" align="center">17 (7.6)</td>
<td valign="top" align="center">171 (31.5)</td>
<td valign="top" align="center">171 (31.3)</td>
<td valign="top" align="center">15 (65.2)</td>
<td valign="top" align="center">&#x0003C;0.0001</td>
</tr>
<tr>
<td valign="top" align="left">Hyperlipemia</td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">9 (4.0)</td>
<td valign="top" align="center">99 (18.3)</td>
<td valign="top" align="center">110 (20.1)</td>
<td valign="top" align="center">6 (26.1)</td>
<td valign="top" align="center">&#x0003C;0.0001</td>
</tr>
<tr>
<td valign="top" align="left">Diabetes</td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">1 (0.4)</td>
<td valign="top" align="center">27 (5.0)</td>
<td valign="top" align="center">59 (10.8)</td>
<td valign="top" align="center">6 (26.1)</td>
<td valign="top" align="center">&#x0003C;0.0001</td>
</tr>
<tr>
<td valign="top" align="left">Coronary heart disease</td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">2 (0.9)</td>
<td valign="top" align="center">28 (5.2)</td>
<td valign="top" align="center">35 (6.4)</td>
<td valign="top" align="center">2 (8.7)</td>
<td valign="top" align="center">0.004</td>
</tr>
<tr>
<td valign="top" align="left">Stroke</td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">2 (0.9)</td>
<td valign="top" align="center">9 (1.7)</td>
<td valign="top" align="center">24 (4.4)</td>
<td valign="top" align="center">1 (4.3)</td>
<td valign="top" align="center">0.008</td>
</tr>
<tr>
<td valign="top" align="left">Sudden deafness</td>
<td valign="top" align="center">5 (6.8)</td>
<td valign="top" align="center">9 (4.0)</td>
<td valign="top" align="center">16 (3.0)</td>
<td valign="top" align="center">27 (4.9)</td>
<td valign="top" align="center">1 (4.3)</td>
<td valign="top" align="center">0.256</td>
</tr>
<tr>
<td valign="top" align="left">Migraine</td>
<td valign="top" align="center">3 (4.1)</td>
<td valign="top" align="center">19 (8.4)</td>
<td valign="top" align="center">49 (9.0)</td>
<td valign="top" align="center">50 (9.2)</td>
<td valign="top" align="center">3 (13)</td>
<td valign="top" align="center">0.615</td>
</tr>
<tr>
<td valign="top" align="left">Meniere disease</td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">2 (0.4)</td>
<td valign="top" align="center">4 (0.7)</td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">0.622</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>Seasonality of BPPV in Chinese Patients</title>
<p>As shown in <xref ref-type="table" rid="T2">Table 2</xref>, the distribution of patients is not equal in several months of the years. The overall monthly numbers of BPPV over the 3 years were significantly different (<italic>P</italic> &#x0003C; 0.001). The highest number of BPPV patients is in December, and the lowest number of BPPV is in April (<xref ref-type="table" rid="T2">Table 2</xref>, <xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Overall monthly patients&#x00027; distribution with percentage.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Month</bold></th>
<th valign="top" align="center"><bold>Overall number of patients in the years 2016, 2017, and 2018 <italic>n</italic> &#x0003D; 1,409</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Jan</td>
<td valign="top" align="center">121 (8.6%)</td>
</tr>
<tr>
<td valign="top" align="left">Feb</td>
<td valign="top" align="center">126 (8.9%)</td>
</tr>
<tr>
<td valign="top" align="left">Mar</td>
<td valign="top" align="center">136 (9.7%)</td>
</tr>
<tr>
<td valign="top" align="left">Apr</td>
<td valign="top" align="center">80 (5.7%)</td>
</tr>
<tr>
<td valign="top" align="left">May</td>
<td valign="top" align="center">89 (6.3%)</td>
</tr>
<tr>
<td valign="top" align="left">Jun</td>
<td valign="top" align="center">93 (6.6%)</td>
</tr>
<tr>
<td valign="top" align="left">Jul</td>
<td valign="top" align="center">87 (6.2%)</td>
</tr>
<tr>
<td valign="top" align="left">Aug</td>
<td valign="top" align="center">106 (7.5%)</td>
</tr>
<tr>
<td valign="top" align="left">Sep</td>
<td valign="top" align="center">82 (5.8%)</td>
</tr>
<tr>
<td valign="top" align="left">Oct</td>
<td valign="top" align="center">109 (7.7)</td>
</tr>
<tr>
<td valign="top" align="left">Nov</td>
<td valign="top" align="center">119 (8.4)</td>
</tr>
<tr>
<td valign="top" align="left">Dec</td>
<td valign="top" align="center">261 (18.5)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>P</italic>-value</td>
<td valign="top" align="center">&#x0003C;0.001</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>The distribution of average monthly diagnoses of BPPV and temperature over the 3 year period <bold>(A)</bold>. Association between the number of BPPV patients with temperature <bold>(B)</bold>. The distribution of average monthly diagnoses of BPPV and atmospheric pressure over the 3 year period <bold>(C)</bold>. Association between the number of BPPV patients with atmospheric pressure <bold>(D)</bold>. The distribution of average monthly diagnoses of BPPV and rainfall over the 3 year period <bold>(E)</bold>. Association between the number of BPPV patients with rainfall <bold>(F)</bold>.</p></caption>
<graphic xlink:href="fneur-11-00259-g0001.tif"/>
</fig>
<p>The climatic indexes that were studied in relation to BPPV were the temperature, atmospheric pressure, rainfall, and insolation. <xref ref-type="table" rid="T3">Table 3</xref> showed the mean values of these parameters. As shown in <xref ref-type="table" rid="T3">Table 3</xref>, the lower temperatures were in November-December and January-March (the cold season), and the higher were in April- October (<xref ref-type="fig" rid="F1">Figure 1A</xref>). The atmospheric pressure was high in the cold season (November&#x02013;December, January&#x02013;March), less in the warm and hot months (<xref ref-type="fig" rid="F1">Figure 1C</xref>). Similarly, the rainfall and insolation were low in the cold season (<xref ref-type="fig" rid="F1">Figure 1E</xref>). The number of BPPV patients was conversely correlated with temperature and rainfall (<italic>r</italic> = &#x02212;0.736, <italic>P</italic> = 0.006, <xref ref-type="fig" rid="F1">Figure 1B</xref>; <italic>r</italic> = &#x02212;0.650, <italic>P</italic> = 0.022; <xref ref-type="fig" rid="F1">Figure 1F</xref>, respectively) and positively correlated with the atmospheric pressure (<italic>r</italic> = 0.708, <italic>P</italic> = 0.010; <xref ref-type="fig" rid="F1">Figure 1D</xref>). Regarding the insolation, it was found to be conversely correlated to BPPV, yet this correlation was not significant (<italic>r</italic> = &#x02212;0.203, <italic>P</italic> = 0.527).</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Average climatic indexes by months of the year in Beijing, China, 2016&#x02013;2018.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Month</bold></th>
<th valign="top" align="center"><bold>Atmospheric pressure (mbar)</bold></th>
<th valign="top" align="center"><bold>Average temperature (&#x000B0;C)</bold></th>
<th valign="top" align="center"><bold>Rainfall (mm)</bold></th>
<th valign="top" align="center"><bold>Insolation (h)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Jan</td>
<td valign="top" align="center">1025.10</td>
<td valign="top" align="center">&#x02212;3.03</td>
<td valign="top" align="center">0.10</td>
<td valign="top" align="center">197.13</td>
</tr>
<tr>
<td valign="top" align="left">Feb</td>
<td valign="top" align="center">1022.00</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">5.00</td>
<td valign="top" align="center">217.00</td>
</tr>
<tr>
<td valign="top" align="left">Mar</td>
<td valign="top" align="center">1017.00</td>
<td valign="top" align="center">9.00</td>
<td valign="top" align="center">6.00</td>
<td valign="top" align="center">238.00</td>
</tr>
<tr>
<td valign="top" align="left">Apr</td>
<td valign="top" align="center">1008.87</td>
<td valign="top" align="center">16.70</td>
<td valign="top" align="center">18.00</td>
<td valign="top" align="center">251.67</td>
</tr>
<tr>
<td valign="top" align="left">May</td>
<td valign="top" align="center">1006.00</td>
<td valign="top" align="center">22.00</td>
<td valign="top" align="center">22.00</td>
<td valign="top" align="center">269.00</td>
</tr>
<tr>
<td valign="top" align="left">Jun</td>
<td valign="top" align="center">1001.00</td>
<td valign="top" align="center">26.00</td>
<td valign="top" align="center">76.00</td>
<td valign="top" align="center">234.00</td>
</tr>
<tr>
<td valign="top" align="left">Jul</td>
<td valign="top" align="center">1001.00</td>
<td valign="top" align="center">28.00</td>
<td valign="top" align="center">250.00</td>
<td valign="top" align="center">164.00</td>
</tr>
<tr>
<td valign="top" align="left">Aug</td>
<td valign="top" align="center">1003.00</td>
<td valign="top" align="center">27.00</td>
<td valign="top" align="center">140.00</td>
<td valign="top" align="center">204.00</td>
</tr>
<tr>
<td valign="top" align="left">Sep</td>
<td valign="top" align="center">1009.00</td>
<td valign="top" align="center">22.00</td>
<td valign="top" align="center">29.00</td>
<td valign="top" align="center">210.00</td>
</tr>
<tr>
<td valign="top" align="left">Oct</td>
<td valign="top" align="center">1018.00</td>
<td valign="top" align="center">13.00</td>
<td valign="top" align="center">49.00</td>
<td valign="top" align="center">168.00</td>
</tr>
<tr>
<td valign="top" align="left">Nov</td>
<td valign="top" align="center">1021.00</td>
<td valign="top" align="center">5.00</td>
<td valign="top" align="center">3.00</td>
<td valign="top" align="center">187.00</td>
</tr>
<tr>
<td valign="top" align="left">Dec</td>
<td valign="top" align="center">1025.00</td>
<td valign="top" align="center">&#x02212;1.00</td>
<td valign="top" align="center">0.07</td>
<td valign="top" align="center">188.00</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>Relationship Between Cardio-Cerebrovascular Risk Factors and Seasonality of BPPV</title>
<p>BPPV in the cold season (including January, February, March, November, and December) had a high proportion, accounting for 54.2% of all BPPV patients. As shown in <xref ref-type="table" rid="T4">Table 4</xref>, among BPPV patients with &#x02265;2, 1, and none cardio-cerebrovascular risk factors, the cold season accounted for 57.0, 56.0, 49.8%, respectively. As the number of cardio-cerebrovascular risk factors increased, the proportion of patients in the cold season of BPPV increased (<italic>P</italic> = 0.025).</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>Relationship between cardio-cerebrovascular risk factors and seasonality of BPPV.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>The number of risk factors</bold></th>
<th valign="top" align="center"><bold>Cold season (<italic>n</italic> &#x0003D; 763)</bold></th>
<th valign="top" align="center"><bold>Non-cold season (<italic>n</italic> &#x0003D; 646)</bold></th>
<th valign="top" align="center"><bold><italic>x<sup><bold>2</bold></sup></italic></bold></th>
<th valign="top" align="center"><bold><italic>P-</italic>value</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">0</td>
<td valign="top" align="center">246 (49.8%)</td>
<td valign="top" align="center">248 (50.2%)</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="center">255 (56.0%)</td>
<td valign="top" align="center">200 (44.0%)</td>
<td valign="top" align="center">5.000</td>
<td valign="top" align="center">0.025</td>
</tr>
<tr>
<td valign="top" align="left">&#x02265;2</td>
<td valign="top" align="center">262 (57.0%)</td>
<td valign="top" align="center">198 (43.0%)</td>
<td/>
<td/>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Our study showed that there is a seasonality to BPPV in China. The numbers of BPPV diagnosed monthly demonstrated a statistically significant converse correlation with temperature and rainfall, positive correlation with atmospheric pressure. As the number of cardio-cerebrovascular risk factors increased, the proportion of BPPV in the cold season increased.</p>
<p>In accordance with the present results, previous studies have revealed that the incidence of BPPV presents climatic variations in USA (<xref ref-type="bibr" rid="B5">5</xref>), UK (<xref ref-type="bibr" rid="B13">13</xref>), Iraq (<xref ref-type="bibr" rid="B12">12</xref>), and Brazil (<xref ref-type="bibr" rid="B7">7</xref>). Our results also showed in the cold season, namely in winter-spring (January, February, March, November, and December), had a high incidence in China. The numbers of BPPV diagnosed monthly had a statistically significant converse correlation with temperature. There were many possible explanations: (1) As we known, BPPV attacks when otoconia of the utricular macula become dislodged and freely floating otolithic debris moves into 1 or more of the semicircular canals. Calcium is the main component of otoconia crystals and Vitamin D is required for its regulation (<xref ref-type="bibr" rid="B20">20</xref>). A series of clinical observational studies showed that vitamin D levels were decreased in BPPV (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>). Compared with the non-cold season, there is less sunlight time and a lower ultraviolet index, leading to decreased vitamin D levels in the cold season. Therefore, low vitamin D levels could cause the formation of calcium carbonate in endolymph. (2) At the same time, in the cold season, many people like the sedentary lifestyle rather than outdoor activities. The sedentary life may increase the incidence of bone demineralization and osteoporosis with possible increase in BPPV. (3) Other possible reasons for increased cases of BPPV shouldn&#x00027;t be neglected. Medical conditions that affect the inner ear, such as upper respiratory infections and allergies, have a higher occurrence of BPPV in winter and spring. Korpon et al. found an association between allergens and BPPV (<xref ref-type="bibr" rid="B8">8</xref>). Gacek et al. showed BPPV is associated with positive viral serology, particularly during certain months of the year, mainly in spring and autumn (<xref ref-type="bibr" rid="B23">23</xref>). These may also explain the relatively high incidence of BPPV in the cold season (winter-spring).</p>
<p>BPPV is the most common vestibular disease in females and the aged population. Women have doubled risk for BPPV than men (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B24">24</xref>). Similarly, in the present study, there is a predominance of female sex, accounting for about 67.2% of BPPV patients. This female preponderance may be linked to hormonal factors (<xref ref-type="bibr" rid="B25">25</xref>). Estrogen deficiency has been shown to disturb the internal structure of the otoconia and their interconnection and attachment to the matrix (<xref ref-type="bibr" rid="B26">26</xref>). Oghalai et al. (<xref ref-type="bibr" rid="B27">27</xref>) carried out a study of unrecognized BPPV in elderly patients with the age of onset 45 to 60 years. The mean age is about 54.9 years, median age is about 57.00 years in this study. The semicircular canal function, as well as the otolith one, declines with age (<xref ref-type="bibr" rid="B28">28</xref>). Cardio-cerebrovascular risk factors, including hypertension, hyperlipidemia, diabetes, coronary artery disease, migraine, are considered as independent risk factors for the occurrence and recurrence of BPPV (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B29">29</xref>). The older patients have more cardio-cerebrovascular risk factors in our study. The possible reason was that the function of otolith got worse with organic changes caused by hypertension or diabetes which promote a diffuse vascular damage resulting in the atherosclerotic disease (<xref ref-type="bibr" rid="B29">29</xref>). An inner ear vascular damage caused by atherosclerosis can generate a progressive detachment of otoconia from the otolithic membrane. Especially in the cold season, accompanied by sympathetic nerve excitement and increased adrenaline secretion, people predisposed to faster heart rate, vasoconstriction, and higher blood pressure. Additionally, platelets, triglycerides, plasma fibrinogen, CRP, and other concentrations would also increase. These factors leading to an increase in the occurrence of ischemic vascular events caused the circulation disorder of inner ear. Our study also showed that the proportion of BPPV in the cold season is higher than that in the non-cold season. Furthermore, as the number of cardio-cerebrovascular risk factors increased, the proportion of BPPV in the cold season increased. Effective measures in the cold season including keeping warm and cardio-cerebrovascular risk factors control, may be helpful for prevention of BPPV.</p>
<p>In addition to the temperature, our study also showed that the number of BPPV patients was positively correlated with atmospheric pressure. Such findings confirm the association reported by Saeed and Omari (<xref ref-type="bibr" rid="B12">12</xref>) and Korpon et al. (<xref ref-type="bibr" rid="B8">8</xref>). The previous studies have demonstrated the pressure-sensitive nature of vestibular receptors and the presence of a valve-like structure that regulates endolymphatic pressure in the inner ear (<xref ref-type="bibr" rid="B30">30</xref>). The function of this valve was to regulate inner ear pressure with changes in atmospheric pressure (<xref ref-type="bibr" rid="B31">31</xref>). Transmission of this increased pressure by the inner ear space may lead to dislodgement of otoconia crystals leading to symptomatic BPPV. Also, there are studies that revealed that vestibular migraine (<xref ref-type="bibr" rid="B32">32</xref>) (VM) and Meniere&#x00027;s disease (<xref ref-type="bibr" rid="B33">33</xref>) (MD) have association with atmospheric pressure. Our study suggested a possible pathophysiologic link between the clinically observed coincidence of BPPV and VM or MD. The present study also showed that the number of BPPV patients was conversely correlated with rainfall and no significant correlation with insolation. The study about seasonality of vertigo (<xref ref-type="bibr" rid="B6">6</xref>) also demonstrated the above findings. The potential mechanism was not clear and warrant further evaluations.</p>
<p>Limitations of our study should be paid attention to: firstly, climatic variations may appear from year to year. This study endeavored to avert this by investigating 3 years of data. Secondly, it&#x00027;s a retrospective study based on clinical record and there was no follow-up information in this database. The specific and disease-related information was not available in this study. Therefore, further validated prospective studies are necessary to confirm our results. At last, some other cardio-cerebrovascular risk factors, such as behavior factors, were not available in this database. At present, this is the initial finding about the relationship between cardio-cerebrovascular risk factors and seasonality of BPPV in the cold season. Further prospective study is needed.</p>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusions</title>
<p>BPPV patients are seen more in the months with low temperature, low rainfall and high atmospheric pressure. Compared with the non-cold season, BPPV patients have more risk factors for cardio-cerebrovascular diseases in the cold season.</p>
</sec>
<sec sec-type="data-availability-statement" id="s6">
<title>Data Availability Statement</title>
<p>The datasets generated for this study are available on request to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Ethics Statement</title>
<p>The study was performed according to the Declaration of Helsinki guidelines, and written informed consent was obtained from all participants. The patients in our study only underwent standard treatment without additional interventions for research purposes, so no formal ethics approval was required. Ethical review and approval was not required for the study on human participants in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>ZC conceived the study and design, conducted the experiment, and wrote the manuscript. XZ provided the data analysis and revised this manuscript. YJ conceived the study and design and edited the manuscript. YW and MC conducted acquisition of subjects and interpretation of data.</p>
<sec>
<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>
</body>
<back>
<ack><p>We would like to thank all of the study participants during the study. Thanks to Clinical Center for Vertigo and Balance Disturbance for the support.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kovacs</surname> <given-names>E</given-names></name> <name><surname>Wang</surname> <given-names>X</given-names></name> <name><surname>Grill</surname> <given-names>E</given-names></name></person-group>. <article-title>Economic burden of vertigo: a systematic review</article-title>. <source>Health Econ Rev</source>. (<year>2019</year>) <volume>9</volume>:<fpage>37</fpage>. <pub-id pub-id-type="doi">10.1186/s13561-019-0258-2</pub-id><pub-id pub-id-type="pmid">31883042</pub-id></citation></ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Neuhauser</surname> <given-names>HK</given-names></name></person-group>. <article-title>The epidemiology of dizziness and vertigo</article-title>. <source>Handb Clin Neurol</source>. (<year>2016</year>) <volume>137</volume>:<fpage>67</fpage>&#x02013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.1016/B978-0-444-63437-5.00005-4</pub-id><pub-id pub-id-type="pmid">27638063</pub-id></citation></ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Perez</surname> <given-names>P</given-names></name> <name><surname>Franco</surname> <given-names>V</given-names></name> <name><surname>Cuesta</surname> <given-names>P</given-names></name> <name><surname>Aldama</surname> <given-names>P</given-names></name> <name><surname>Alvarez</surname> <given-names>MJ</given-names></name> <name><surname>Mendez</surname> <given-names>JC</given-names></name></person-group>. <article-title>Recurrence of benign paroxysmal positional vertigo</article-title>. <source>Otol Neurotol</source>. (<year>2012</year>) <volume>33</volume>:<fpage>437</fpage>&#x02013;<lpage>43</lpage>. <pub-id pub-id-type="doi">10.1097/MAO.0b013e3182487f78</pub-id><pub-id pub-id-type="pmid">22388730</pub-id></citation></ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>von Brevern</surname> <given-names>M</given-names></name> <name><surname>Radtke</surname> <given-names>A</given-names></name> <name><surname>Lezius</surname> <given-names>F</given-names></name> <name><surname>Feldmann</surname> <given-names>M</given-names></name> <name><surname>Ziese</surname> <given-names>T</given-names></name> <name><surname>Lempert</surname> <given-names>T</given-names></name> <etal/></person-group>. <article-title>Epidemiology of benign paroxysmal positional vertigo: a population based study</article-title>. <source>J Neurol Neurosurg Psychiatry</source>. (<year>2007</year>) <volume>78</volume>:<fpage>710</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1136/jnnp.2006.100420</pub-id><pub-id pub-id-type="pmid">17135456</pub-id></citation></ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Whitman</surname> <given-names>GT</given-names></name> <name><surname>Baloh</surname> <given-names>RW</given-names></name></person-group>. <article-title>Seasonality of benign paroxysmal positional vertigo</article-title>. <source>JAMA Otolaryngol Head Neck Surg</source>. (<year>2015</year>) <volume>141</volume>:<fpage>188</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1001/jamaoto.2014.2941</pub-id><pub-id pub-id-type="pmid">25411771</pub-id></citation></ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pereira</surname> <given-names>AB</given-names></name> <name><surname>Almeida</surname> <given-names>LA</given-names></name> <name><surname>Pereira</surname> <given-names>NG</given-names></name> <name><surname>Menezes</surname> <given-names>PA</given-names></name> <name><surname>Felipe</surname> <given-names>L</given-names></name> <name><surname>Volpe</surname> <given-names>FM</given-names></name></person-group>. <article-title>Seasonality of dizziness and vertigo in a tropical region</article-title>. <source>Chronobiol Int</source>. (<year>2015</year>) <volume>32</volume>:<fpage>585</fpage>&#x02013;<lpage>90</lpage>. <pub-id pub-id-type="doi">10.3109/07420528.2015.1014094</pub-id><pub-id pub-id-type="pmid">25839995</pub-id></citation></ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zuma</surname> <given-names>EMFC</given-names></name> <name><surname>de Fraga</surname> <given-names>RB</given-names></name> <name><surname>Ramos</surname> <given-names>BF</given-names></name> <name><surname>Cal</surname> <given-names>RV</given-names></name> <name><surname>Mangabeira Albernaz</surname> <given-names>PL</given-names></name></person-group>. <article-title>Seasonality and solar radiation variation level in benign paroxysmal positional vertigo</article-title>. <source>Acta Otolaryngol</source>. (<year>2019</year>) <volume>139</volume>:<fpage>497</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1080/00016489.2019.1590636</pub-id></citation></ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Korpon</surname> <given-names>JR</given-names></name> <name><surname>Sabo</surname> <given-names>RT</given-names></name> <name><surname>Coelho</surname> <given-names>DH</given-names></name></person-group>. <article-title>Barometric pressure and the incidence of benign paroxysmal positional vertigo</article-title>. <source>Am J Otolaryngol</source>. (<year>2019</year>) <volume>40</volume>:<fpage>641</fpage>&#x02013;<lpage>4</lpage>. <pub-id pub-id-type="doi">10.1016/j.amjoto.2019.05.016</pub-id><pub-id pub-id-type="pmid">31147143</pub-id></citation></ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chavez-Delgado</surname> <given-names>ME</given-names></name> <name><surname>Vazquez-Granados</surname> <given-names>I</given-names></name> <name><surname>Rosales-Cortes</surname> <given-names>M</given-names></name> <name><surname>Velasco-Rodriguez</surname> <given-names>V</given-names></name></person-group>. <article-title>[Cochleovestibular dysfunction in patients with diabetes mellitus, hypertension and dyslipidemia]</article-title>. <source>Acta Otorrinolaringol Esp</source>. (<year>2012</year>) <volume>63</volume>:<fpage>93</fpage>&#x02013;<lpage>101</lpage>. <pub-id pub-id-type="doi">10.1016/j.otorri.2011.09.001</pub-id><pub-id pub-id-type="pmid">22153963</pub-id></citation></ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kao</surname> <given-names>CL</given-names></name> <name><surname>Cheng</surname> <given-names>YY</given-names></name> <name><surname>Leu</surname> <given-names>HB</given-names></name> <name><surname>Chen</surname> <given-names>TJ</given-names></name> <name><surname>Ma</surname> <given-names>HI</given-names></name> <name><surname>Chen</surname> <given-names>JW</given-names></name> <etal/></person-group>. <article-title>Increased risk of ischemic stroke in patients with benign paroxysmal positional vertigo: a 9-year follow-up nationwide population study in taiwan</article-title>. <source>Front Aging Neurosci</source>. (<year>2014</year>) <volume>6</volume>:<fpage>108</fpage>. <pub-id pub-id-type="doi">10.3389/fnagi.2014.00108</pub-id><pub-id pub-id-type="pmid">24917815</pub-id></citation></ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Webster</surname> <given-names>G</given-names></name> <name><surname>Sens</surname> <given-names>PM</given-names></name> <name><surname>Salmito</surname> <given-names>MC</given-names></name> <name><surname>Cavalcante</surname> <given-names>JD</given-names></name> <name><surname>Santos</surname> <given-names>PR</given-names></name> <name><surname>Silva</surname> <given-names>AL</given-names></name> <etal/></person-group>. <article-title>Hyperinsulinemia and hyperglycemia: risk factors for recurrence of benign paroxysmal positional vertigo</article-title>. <source>Braz J Otorhinolaryngol</source>. (<year>2015</year>) <volume>81</volume>:<fpage>347</fpage>&#x02013;<lpage>51</lpage>. <pub-id pub-id-type="doi">10.1016/j.bjorl.2014.09.008</pub-id><pub-id pub-id-type="pmid">26122875</pub-id></citation></ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Saeed</surname> <given-names>BMN</given-names></name> <name><surname>Omari</surname> <given-names>AF</given-names></name></person-group>. <article-title>Climatic variations and benign paroxysmal positional vertigo</article-title>. <source>J Otol</source>. (<year>2016</year>) <volume>11</volume>:<fpage>33</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1016/j.joto.2016.03.002</pub-id><pub-id pub-id-type="pmid">29937808</pub-id></citation></ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Meghji</surname> <given-names>S</given-names></name> <name><surname>Murphy</surname> <given-names>D</given-names></name> <name><surname>Nunney</surname> <given-names>I</given-names></name> <name><surname>Phillips</surname> <given-names>JS</given-names></name></person-group>. <article-title>The seasonal variation of benign paroxysmal positional vertigo</article-title>. <source>Otol Neurotol</source>. (<year>2017</year>) <volume>38</volume>:<fpage>1315</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1097/mao.0000000000001534</pub-id><pub-id pub-id-type="pmid">28796081</pub-id></citation></ref>
<ref id="B14">
<label>14.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Singh</surname> <given-names>JM</given-names></name> <name><surname>Corser</surname> <given-names>WD</given-names></name> <name><surname>Monsell</surname> <given-names>EM</given-names></name></person-group>. <article-title>Cardiovascular risk factors and benign paroxysmal positional vertigo in community otolaryngology-head and neck surgery</article-title>. <source>Otolaryngol Head Neck Surg</source>. (<year>2020</year>) <volume>162</volume>:<fpage>283</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1177/0194599820902116</pub-id><pub-id pub-id-type="pmid">32013711</pub-id></citation></ref>
<ref id="B15">
<label>15.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>von Brevern</surname> <given-names>M</given-names></name> <name><surname>Bertholon</surname> <given-names>P</given-names></name> <name><surname>Brandt</surname> <given-names>T</given-names></name> <name><surname>Fife</surname> <given-names>T</given-names></name> <name><surname>Imai</surname> <given-names>T</given-names></name> <name><surname>Nuti</surname> <given-names>D</given-names></name> <etal/></person-group>. <article-title>Benign paroxysmal positional vertigo: diagnostic criteria</article-title>. <source>J Vestib Res</source>. (<year>2015</year>) <volume>25</volume>:<fpage>105</fpage>&#x02013;<lpage>17</lpage>. <pub-id pub-id-type="doi">10.3233/VES-150553</pub-id><pub-id pub-id-type="pmid">26756126</pub-id></citation></ref>
<ref id="B16">
<label>16.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>D</given-names></name> <name><surname>Willis-Parker</surname> <given-names>M</given-names></name> <name><surname>Lundberg</surname> <given-names>GP</given-names></name></person-group>. <article-title>Migraine headache: is it only a neurological disorder? Links between migraine and cardiovascular disorders</article-title>. <source>Trends Cardiovasc Med</source>. (in press) S1050-1738(19)30144-6. <pub-id pub-id-type="doi">10.1016/j.tcm.2019.10.005</pub-id><pub-id pub-id-type="pmid">31679956</pub-id></citation></ref>
<ref id="B17">
<label>17.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olesen</surname> <given-names>J</given-names></name></person-group>. <article-title>The international classification of headache disorders. 2nd edition (ICHD-II)</article-title>. <source>Rev Neurol</source>. (<year>2005</year>) <volume>161</volume>:<fpage>689</fpage>&#x02013;<lpage>91</lpage>. <pub-id pub-id-type="doi">10.1016/s0035-3787(05)85119-7</pub-id><pub-id pub-id-type="pmid">16141961</pub-id></citation></ref>
<ref id="B18">
<label>18.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Plaza</surname> <given-names>G</given-names></name> <name><surname>Durio</surname> <given-names>E</given-names></name> <name><surname>Herraiz</surname> <given-names>C</given-names></name> <name><surname>Rivera</surname> <given-names>T</given-names></name> <name><surname>Garcia-Berrocal</surname> <given-names>JR</given-names></name> <collab>Asociacion Madrilena de ORL</collab></person-group>. <article-title>[Consensus on diagnosis and treatment of sudden hearing loss. Asociacion Madrilena de ORL]</article-title>. <source>Acta Otorrinolaringol Esp</source>. (<year>2011</year>) <volume>62</volume>:<fpage>144</fpage>&#x02013;<lpage>57</lpage>. <pub-id pub-id-type="doi">10.1016/j.otorri.2010.09.001</pub-id><pub-id pub-id-type="pmid">21112580</pub-id></citation></ref>
<ref id="B19">
<label>19.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lopez-Escamez</surname> <given-names>JA</given-names></name> <name><surname>Carey</surname> <given-names>J</given-names></name> <name><surname>Chung</surname> <given-names>WH</given-names></name> <name><surname>Goebel</surname> <given-names>JA</given-names></name> <name><surname>Magnusson</surname> <given-names>M</given-names></name> <name><surname>Mandala</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Diagnostic criteria for Meniere&#x00027;s disease</article-title>. <source>J Vestib Res</source>. (<year>2015</year>) <volume>25</volume>:<fpage>1</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.3233/VES-150549</pub-id><pub-id pub-id-type="pmid">25882471</pub-id></citation></ref>
<ref id="B20">
<label>20.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Buki</surname> <given-names>B</given-names></name> <name><surname>Ecker</surname> <given-names>M</given-names></name> <name><surname>Junger</surname> <given-names>H</given-names></name> <name><surname>Lundberg</surname> <given-names>YW</given-names></name></person-group>. <article-title>Vitamin D deficiency and benign paroxysmal positioning vertigo</article-title>. <source>Med Hypotheses</source>. (<year>2013</year>) <volume>80</volume>:<fpage>201</fpage>&#x02013;<lpage>4</lpage>. <pub-id pub-id-type="doi">10.1016/j.mehy.2012.11.029</pub-id><pub-id pub-id-type="pmid">23245911</pub-id></citation></ref>
<ref id="B21">
<label>21.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Karatas</surname> <given-names>A</given-names></name> <name><surname>Acar Yuceant</surname> <given-names>G</given-names></name> <name><surname>Yuce</surname> <given-names>T</given-names></name> <name><surname>Haci</surname> <given-names>C</given-names></name> <name><surname>Cebi</surname> <given-names>IT</given-names></name> <name><surname>Salviz</surname> <given-names>M</given-names></name></person-group>. <article-title>Association of benign paroxysmal positional vertigo with osteoporosis and vitamin d deficiency: a case controlled study</article-title>. <source>J Int Adv Otol</source>. (<year>2017</year>) <volume>13</volume>:<fpage>259</fpage>&#x02013;<lpage>65</lpage>. <pub-id pub-id-type="doi">10.5152/iao.2016.2640</pub-id><pub-id pub-id-type="pmid">28274898</pub-id></citation></ref>
<ref id="B22">
<label>22.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jeong</surname> <given-names>SH</given-names></name> <name><surname>Kim</surname> <given-names>JS</given-names></name> <name><surname>Shin</surname> <given-names>JW</given-names></name> <name><surname>Kim</surname> <given-names>S</given-names></name> <name><surname>Lee</surname> <given-names>H</given-names></name> <name><surname>Lee</surname> <given-names>AY</given-names></name> <etal/></person-group>. <article-title>Decreased serum vitamin D in idiopathic benign paroxysmal positional vertigo</article-title>. <source>J Neurol</source>. (<year>2013</year>) <volume>260</volume>:<fpage>832</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1007/s00415-012-6712-2</pub-id><pub-id pub-id-type="pmid">23096068</pub-id></citation></ref>
<ref id="B23">
<label>23.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gacek</surname> <given-names>RR</given-names></name></person-group>. <article-title>Evidence for a viral neuropathy in recurrent vertigo</article-title>. <source>ORL J Otorhinolaryngol Relat Spec</source>. (<year>2008</year>) <volume>70</volume>:<fpage>6</fpage>&#x02013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.1159/000111042</pub-id><pub-id pub-id-type="pmid">18235200</pub-id></citation></ref>
<ref id="B24">
<label>24.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mizukoshi</surname> <given-names>K</given-names></name> <name><surname>Watanabe</surname> <given-names>Y</given-names></name> <name><surname>Shojaku</surname> <given-names>H</given-names></name> <name><surname>Okubo</surname> <given-names>J</given-names></name> <name><surname>Watanabe</surname> <given-names>I</given-names></name></person-group>. <article-title>Epidemiological studies on benign paroxysmal positional vertigo in Japan</article-title>. <source>Acta Otolaryngol Suppl</source>. (<year>1988</year>) <volume>447</volume>:<fpage>67</fpage>&#x02013;<lpage>72</lpage>. <pub-id pub-id-type="doi">10.3109/00016488809102859</pub-id><pub-id pub-id-type="pmid">3188895</pub-id></citation></ref>
<ref id="B25">
<label>25.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>DH</given-names></name> <name><surname>Kuo</surname> <given-names>CH</given-names></name> <name><surname>Wang</surname> <given-names>CT</given-names></name> <name><surname>Chiu</surname> <given-names>CC</given-names></name> <name><surname>Chen</surname> <given-names>TJ</given-names></name> <name><surname>Hwang</surname> <given-names>DK</given-names></name> <etal/></person-group>. <article-title>Age-related increases in benign paroxysmal positional vertigo are reversed in women taking estrogen replacement therapy: a population-based study in Taiwan</article-title>. <source>Front Aging Neurosci</source>. (<year>2017</year>) <volume>9</volume>:<fpage>404</fpage>. <pub-id pub-id-type="doi">10.3389/fnagi.2017.00404</pub-id><pub-id pub-id-type="pmid">29311896</pub-id></citation></ref>
<ref id="B26">
<label>26.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vibert</surname> <given-names>D</given-names></name> <name><surname>Kompis</surname> <given-names>M</given-names></name> <name><surname>Hausler</surname> <given-names>R</given-names></name></person-group>. <article-title>Benign paroxysmal positional vertigo in older women may be related to osteoporosis and osteopenia</article-title>. <source>Ann Otol Rhinol Laryngol</source>. (<year>2003</year>) <volume>112</volume>:<fpage>885</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1177/000348940311201010</pub-id><pub-id pub-id-type="pmid">14587980</pub-id></citation></ref>
<ref id="B27">
<label>27.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oghalai</surname> <given-names>JS</given-names></name> <name><surname>Manolidis</surname> <given-names>S</given-names></name> <name><surname>Barth</surname> <given-names>JL</given-names></name> <name><surname>Stewart</surname> <given-names>MG</given-names></name> <name><surname>Jenkins</surname> <given-names>HA</given-names></name></person-group>. <article-title>Unrecognized benign paroxysmal positional vertigo in elderly patients</article-title>. <source>Otolaryngol Head Neck Surg</source>. (<year>2000</year>) <volume>122</volume>:<fpage>630</fpage>&#x02013;<lpage>4</lpage>. <pub-id pub-id-type="doi">10.1067/mhn.2000.105415</pub-id><pub-id pub-id-type="pmid">10793337</pub-id></citation></ref>
<ref id="B28">
<label>28.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ishiyama</surname> <given-names>G</given-names></name></person-group>. <article-title>Imbalance and vertigo: the aging human vestibular periphery</article-title>. <source>Semin Neurol</source>. (<year>2009</year>) <volume>29</volume>:<fpage>491</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1055/s-0029-1241039</pub-id><pub-id pub-id-type="pmid">19834860</pub-id></citation></ref>
<ref id="B29">
<label>29.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>De Stefano</surname> <given-names>A</given-names></name> <name><surname>Dispenza</surname> <given-names>F</given-names></name> <name><surname>Suarez</surname> <given-names>H</given-names></name> <name><surname>Perez-Fernandez</surname> <given-names>N</given-names></name> <name><surname>Manrique-Huarte</surname> <given-names>R</given-names></name> <name><surname>Ban</surname> <given-names>JH</given-names></name> <etal/></person-group>. <article-title>A multicenter observational study on the role of comorbidities in the recurrent episodes of benign paroxysmal positional vertigo</article-title>. <source>Auris Nasus Larynx</source>. (<year>2014</year>) <volume>41</volume>:<fpage>31</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1016/j.anl.2013.07.007</pub-id><pub-id pub-id-type="pmid">23932347</pub-id></citation></ref>
<ref id="B30">
<label>30.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Duwel</surname> <given-names>P</given-names></name> <name><surname>Jungling</surname> <given-names>E</given-names></name> <name><surname>Westhofen</surname> <given-names>M</given-names></name> <name><surname>Luckhoff</surname> <given-names>A</given-names></name></person-group>. <article-title>Potassium currents in vestibular type II hair cells activated by hydrostatic pressure</article-title>. <source>Neuroscience</source>. (<year>2003</year>) <volume>116</volume>:<fpage>963</fpage>&#x02013;<lpage>72</lpage>. <pub-id pub-id-type="doi">10.1016/s0306-4522(02)00776-5</pub-id><pub-id pub-id-type="pmid">12617937</pub-id></citation></ref>
<ref id="B31">
<label>31.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Salt</surname> <given-names>AN</given-names></name> <name><surname>Rask-Andersen</surname> <given-names>H</given-names></name></person-group>. <article-title>Responses of the endolymphatic sac to perilymphatic injections and withdrawals: evidence for the presence of a one-way valve</article-title>. <source>Hear Res</source>. (<year>2004</year>) <volume>191</volume>:<fpage>90</fpage>&#x02013;<lpage>100</lpage>. <pub-id pub-id-type="doi">10.1016/j.heares.2003.12.018</pub-id><pub-id pub-id-type="pmid">15109708</pub-id></citation></ref>
<ref id="B32">
<label>32.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kimoto</surname> <given-names>K</given-names></name> <name><surname>Aiba</surname> <given-names>S</given-names></name> <name><surname>Takashima</surname> <given-names>R</given-names></name> <name><surname>Suzuki</surname> <given-names>K</given-names></name> <name><surname>Takekawa</surname> <given-names>H</given-names></name> <name><surname>Watanabe</surname> <given-names>Y</given-names></name> <etal/></person-group>. <article-title>Influence of barometric pressure in patients with migraine headache</article-title>. <source>Intern Med</source>. (<year>2011</year>) <volume>50</volume>:<fpage>1923</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.2169/internalmedicine.50.5640</pub-id><pub-id pub-id-type="pmid">21921370</pub-id></citation></ref>
<ref id="B33">
<label>33.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gurkov</surname> <given-names>R</given-names></name> <name><surname>Strobl</surname> <given-names>R</given-names></name> <name><surname>Heinlin</surname> <given-names>N</given-names></name> <name><surname>Krause</surname> <given-names>E</given-names></name> <name><surname>Olzowy</surname> <given-names>B</given-names></name> <name><surname>Koppe</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Atmospheric pressure and onset of episodes of Meniere&#x00027;s disease - a repeated measures study</article-title>. <source>PLoS ONE</source>. (<year>2016</year>) <volume>11</volume>:<fpage>e0152714</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0152714</pub-id><pub-id pub-id-type="pmid">27096752</pub-id></citation></ref>
</ref-list>
<fn-group>
<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This research was supported by Beijing Municipal Administration of Hospitals&#x00027; Ascent Plan (code DFL20150501) and National Science and Technology Major Project (2017ZX09304018).</p>
</fn>
</fn-group>
</back>
</article>