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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2023.1210206</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Sex-specific associations between daytime sleepiness, chronic diseases and mortality in obstructive sleep apnea</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="no"><name><surname>Covassin</surname> <given-names>Naima</given-names></name><xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/458328/overview"/>
</contrib>
<contrib contrib-type="author" equal-contrib="no"><name><surname>Lu</surname> <given-names>Dongmei</given-names></name><xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2204764/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>St. Louis</surname> <given-names>Erik K.</given-names></name><xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<xref rid="aff4" ref-type="aff"><sup>4</sup></xref>
<xref rid="aff5" ref-type="aff"><sup>5</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/55766/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>Chahal</surname> <given-names>Anwar A.</given-names></name><xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/199090/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>Schulte</surname> <given-names>Phillip J.</given-names></name><xref rid="aff6" ref-type="aff"><sup>6</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Mansukhani</surname> <given-names>Meghna P.</given-names></name><xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<xref rid="aff5" ref-type="aff"><sup>5</sup></xref>
<xref rid="aff7" ref-type="aff"><sup>7</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/726139/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>Xie</surname> <given-names>Jiang</given-names></name><xref rid="aff8" ref-type="aff"><sup>8</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2278457/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>Lipford</surname> <given-names>Melissa C.</given-names></name><xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<xref rid="aff4" ref-type="aff"><sup>4</sup></xref>
<xref rid="aff5" ref-type="aff"><sup>5</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1144261/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>Li</surname> <given-names>Nanfang</given-names></name><xref rid="aff9" ref-type="aff"><sup>9</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Ramar</surname> <given-names>Kannan</given-names></name><xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<xref rid="aff5" ref-type="aff"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Caples</surname> <given-names>Sean M.</given-names></name><xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<xref rid="aff5" ref-type="aff"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Gay</surname> <given-names>Peter C.</given-names></name><xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<xref rid="aff5" ref-type="aff"><sup>5</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2235012/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>Olson</surname> <given-names>Eric J.</given-names></name><xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<xref rid="aff5" ref-type="aff"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Silber</surname> <given-names>Michael H.</given-names></name><xref rid="aff4" ref-type="aff"><sup>4</sup></xref>
<xref rid="aff5" ref-type="aff"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Li</surname> <given-names>Jingen</given-names></name><xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff10" ref-type="aff"><sup>10</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1333050/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Somers</surname> <given-names>Virend K.</given-names></name><xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/644223/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Cardiovascular Medicine, Mayo Clinic</institution>, <addr-line>Rochester, MN</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Respiratory and Critical Care Medicine, People's Hospital of Xinjiang Uygur Autonomous Region</institution>, <addr-line>Urumqi</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Medicine, Mayo Clinic</institution>, <addr-line>Rochester, MN</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Neurology, Mayo Clinic</institution>, <addr-line>Rochester, MN</addr-line>, <country>United States</country></aff>
<aff id="aff5"><sup>5</sup><institution>Center for Sleep Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic</institution>, <addr-line>Rochester, MN</addr-line>, <country>United States</country></aff>
<aff id="aff6"><sup>6</sup><institution>Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic</institution>, <addr-line>Rochester, MN</addr-line>, <country>United States</country></aff>
<aff id="aff7"><sup>7</sup><institution>Department of Family Medicine, Mayo Clinic</institution>, <addr-line>Rochester, MN</addr-line>, <country>United States</country></aff>
<aff id="aff8"><sup>8</sup><institution>Department of Respiratory and Critical Medicine of Beijing An Zhen Hospital, Capital Medical University</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff9"><sup>9</sup><institution>Center of Hypertension of the People's Hospital of Xinjiang Uygur Autonomous Region, The Center of Diagnosis, Treatment and Research of Hypertension in Xinjiang Hypertension Institute of Xinjiang</institution>, <addr-line>Urumqi</addr-line>, <country>China</country></aff>
<aff id="aff10"><sup>10</sup><institution>Department of Cardiovascular Medicine, Dongzhimen Hospital, Beijing University of Chinese Medicine</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<author-notes>
<fn id="fn0002" fn-type="edited-by">
<p>Edited by: Ramalingam Vetrivelan, Harvard Medical School, United States</p>
</fn>
<fn id="fn0003" fn-type="edited-by">
<p>Reviewed by: Robert J. Thomas, Harvard Medical School, United States; Wenming Zhao, First Affiliated Hospital of Anhui Medical University, China</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Virend K. Somers, <email>Somers.Virend@mayo.edu</email></corresp>
<fn id="fn0001" fn-type="equal">
<p><sup>&#x2020;</sup>These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>06</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>17</volume>
<elocation-id>1210206</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>04</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>05</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Covassin, Lu, St. Louis, Chahal, Schulte, Mansukhani, Xie, Lipford, Li, Ramar, Caples, Gay, Olson, Silber, Li and Somers.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Covassin, Lu, St. Louis, Chahal, Schulte, Mansukhani, Xie, Lipford, Li, Ramar, Caples, Gay, Olson, Silber, Li and Somers</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Objective</title>
<p>Excessive daytime sleepiness (EDS) is common in obstructive sleep apnea (OSA) and has been linked to adverse outcomes, albeit inconsistently. Furthermore, whether the prognostic impact of EDS differs as a function of sex is unclear. We aimed to assess the associations between EDS and chronic diseases and mortality in men and women with OSA.</p>
</sec>
<sec>
<title>Methods</title>
<p>Newly-diagnosed adult OSA patients who underwent sleep evaluation at Mayo Clinic between November 2009 and April 2017 and completed the Epworth Sleepiness Scale (ESS) for assessment of perceived sleepiness (<italic>N</italic>&#x2009;=&#x2009;14,823) were included. Multivariable-adjusted regression models were used to investigate the relationships between sleepiness, with ESS modeled as a binary (ESS&#x2009;&#x003E;&#x2009;10) and as a continuous variable, and chronic diseases and all-cause mortality.</p>
</sec>
<sec>
<title>Results</title>
<p>In cross-sectional analysis, ESS&#x2009;&#x003E;&#x2009;10 was independently associated with lower risk of hypertension in male OSA patients (odds ratio [OR], 95% confidence interval [CI]: 0.76, 0.69&#x2013;0.83) and with higher risk of diabetes mellitus in both OSA men (OR, 1.17, 95% CI 1.05&#x2013;1.31) and women (OR 1.26, 95% CI 1.10&#x2013;1.45). Sex-specific curvilinear relations between ESS score and depression and cancer were noted. After a median 6.2 (4.5&#x2013;8.1) years of follow-up, the hazard ratio for all-cause death in OSA women with ESS&#x2009;&#x003E;&#x2009;10 compared to those with ESS&#x2009;&#x2264;&#x2009;10 was 1.24 (95% CI 1.05&#x2013;1.47), after adjusting for demographics, sleep characteristics and comorbidities at baseline. In men, sleepiness was not associated with mortality.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>The implications of EDS for morbidity and mortality risk in OSA are sex-dependent, with hypersomnolence being independently associated with greater vulnerability to premature death only in female patients. Efforts to mitigate mortality risk and restore daytime vigilance in women with OSA should be prioritized.</p>
</sec>
</abstract>
<kwd-group>
<kwd>sleepiness</kwd>
<kwd>obstructive sleep apnea</kwd>
<kwd>mortality</kwd>
<kwd>sex differences</kwd>
<kwd>chronic disease</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="60"/>
<page-count count="9"/>
<word-count count="8142"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Sleep and Circadian Rhythms</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="sec5" sec-type="intro">
<title>1. Introduction</title>
<p>Excessive daytime sleepiness (EDS) is a debilitating complaint reported by 9&#x2013;20% of the general population (<xref ref-type="bibr" rid="ref16">Empana et al., 2009</xref>; <xref ref-type="bibr" rid="ref8">Boden-Albala et al., 2012</xref>; <xref ref-type="bibr" rid="ref43">Ohayon, 2012</xref>). Hypersomnolence has significant consequences for daily functioning, compromising work productivity and quality of life and increasing risk of motor vehicle and occupational accidents (<xref ref-type="bibr" rid="ref13">Dean et al., 2010</xref>; <xref ref-type="bibr" rid="ref43">Ohayon, 2012</xref>; <xref ref-type="bibr" rid="ref5">Bioulac et al., 2017</xref>). Moreover, accumulating evidence suggests that EDS may adversely impact health, with studies linking hypersomnolence to diabetes (<xref ref-type="bibr" rid="ref6">Bixler et al., 2005</xref>; <xref ref-type="bibr" rid="ref16">Empana et al., 2009</xref>; <xref ref-type="bibr" rid="ref7">Blachier et al., 2012</xref>; <xref ref-type="bibr" rid="ref55">Vashum et al., 2015</xref>), coronary heart disease (<xref ref-type="bibr" rid="ref41">Newman et al., 2000</xref>; <xref ref-type="bibr" rid="ref8">Boden-Albala et al., 2012</xref>), stroke (<xref ref-type="bibr" rid="ref7">Blachier et al., 2012</xref>; <xref ref-type="bibr" rid="ref8">Boden-Albala et al., 2012</xref>; <xref ref-type="bibr" rid="ref55">Vashum et al., 2015</xref>), depression (<xref ref-type="bibr" rid="ref6">Bixler et al., 2005</xref>; <xref ref-type="bibr" rid="ref16">Empana et al., 2009</xref>; <xref ref-type="bibr" rid="ref43">Ohayon, 2012</xref>), and cancer (<xref ref-type="bibr" rid="ref43">Ohayon, 2012</xref>; <xref ref-type="bibr" rid="ref26">Jaumally et al., 2021</xref>). EDS has also been found to prognosticate greater risk of cardiovascular and total mortality in population-based studies (<xref ref-type="bibr" rid="ref41">Newman et al., 2000</xref>; <xref ref-type="bibr" rid="ref16">Empana et al., 2009</xref>; <xref ref-type="bibr" rid="ref8">Boden-Albala et al., 2012</xref>; <xref ref-type="bibr" rid="ref34">Li et al., 2021</xref>).</p>
<p>A pathological tendency to fall asleep is traditionally regarded as the cardinal symptom of obstructive sleep apnea (OSA), a common disorder affecting 34% of men and 17% of women (<xref ref-type="bibr" rid="ref45">Peppard et al., 2013</xref>). OSA manifests with recurrent episodes of partial or complete collapse of the upper airway during sleep, leading to increased respiratory effort, hypoxemia, sympathoexcitation, and sleep fragmentation. In patients with OSA, EDS is thought to ensue primarily from sleep disruption consequent to abnormal respiratory events, although inflammation, comorbidities or even genetics may contribute (<xref ref-type="bibr" rid="ref20">Garbarino et al., 2018</xref>). Akin to evidence from the general population, associations between hypersomnolence and excess disease risk have been reported in OSA, including hypertension, diabetes, cardiovascular disease (CVD), and depression (<xref ref-type="bibr" rid="ref31">Koutsourelakis et al., 2008</xref>; <xref ref-type="bibr" rid="ref48">Ronksley et al., 2009</xref>). However, other studies did not corroborate such findings (<xref ref-type="bibr" rid="ref28">Kapur et al., 2005</xref>; <xref ref-type="bibr" rid="ref52">Tam et al., 2019</xref>). Similarly, data on the relation between EDS and survival in OSA are limited and discordant (<xref ref-type="bibr" rid="ref60">Young et al., 2008</xref>; <xref ref-type="bibr" rid="ref59">Xie et al., 2018</xref>; <xref ref-type="bibr" rid="ref40">Mazzotti et al., 2019</xref>; <xref ref-type="bibr" rid="ref54">Trzepizur et al., 2022</xref>). Although such discrepancy may be due to several aspects, including the various definitions of EDS and assessment modalities, sex differences may play a role.</p>
<p>OSA exhibits a well-known sex patterning, with women making up a smaller proportion of the OSA population especially at younger ages (<xref ref-type="bibr" rid="ref45">Peppard et al., 2013</xref>). Pathophysiology and clinical presentation of OSA vary by sex, with women being more likely to report symptoms such as fatigue, depression, and insomnia, and to exhibit lower frequency and duration of apneic events and less intense snoring (<xref ref-type="bibr" rid="ref9">Bonsignore et al., 2019</xref>). Evidence on whether EDS associated with OSA differs between the sexes is conflicting (<xref ref-type="bibr" rid="ref28">Kapur et al., 2005</xref>; <xref ref-type="bibr" rid="ref31">Koutsourelakis et al., 2008</xref>; <xref ref-type="bibr" rid="ref22">Huang et al., 2018</xref>; <xref ref-type="bibr" rid="ref42">Nigro et al., 2018</xref>) and, importantly, the interplay between sleepiness and sex in relation to health outcomes has not been systematically studied in OSA. To this end, few investigations have found EDS to be more closely associated with poor health in men with OSA (<xref ref-type="bibr" rid="ref4">Basta et al., 2008</xref>; <xref ref-type="bibr" rid="ref2">Aurora and Punjabi, 2019</xref>), while others have reported stronger effects in women with OSA (<xref ref-type="bibr" rid="ref22">Huang et al., 2018</xref>; <xref ref-type="bibr" rid="ref30">Kendzerska et al., 2020</xref>). The implications for long-term outcomes are also largely unknown.</p>
<p>We therefore examined sex-specific associations between EDS and prevalence of chronic diseases in a large sample of OSA patients. In a longitudinal analysis, we investigated whether EDS predicts mortality in this group of men and women with OSA (primary endpoint).</p>
</sec>
<sec id="sec6" sec-type="materials|methods">
<title>2. Materials and methods</title>
<sec id="sec7">
<title>2.1. Study population</title>
<p>This retrospective, single-center study examined a consecutive sample of adults with suspected sleep disorders who underwent a diagnostic polysomnography (PSG) at the Mayo Clinic Center for Sleep Medicine between November 17th, 2009 and April 15th, 2017. From the initial sample (<italic>N</italic>&#x2009;=&#x2009;30,903), we excluded patients aged &#x003C;18&#x2009;years old (<italic>n</italic>&#x2009;=&#x2009;4,473), patients without research authorization (<italic>n</italic>&#x2009;=&#x2009;1,485), those who underwent non-diagnostic (<italic>n</italic>&#x2009;=&#x2009;1,240) or follow-up PSGs (<italic>n</italic>&#x2009;=&#x2009;531), and those for whom &#x003E;3&#x2009;months elapsed between sleep consultation and PSG (<italic>n</italic>&#x2009;=&#x2009;2,174) (<xref ref-type="bibr" rid="ref37">Lipford et al., 2019</xref>). We then excluded those who did not complete the Epworth Sleepiness Scale (ESS) for somnolence assessment (<italic>n</italic>&#x2009;=&#x2009;1,299), those without OSA (i.e., apnea-hypopnea index [AHI]&#x2009;&#x003C;&#x2009;5 events/h; or with central sleep apnea, namely central apnea index &#x2265;5 and&#x2009;&#x003E;&#x2009;50% of AHI; <italic>n</italic>&#x2009;=&#x2009;4,304) (<xref ref-type="bibr" rid="ref1">American Academy of Sleep Medicine, 2014</xref>), those with duration of recording &#x003C;2&#x2009;h (<italic>n</italic>&#x2009;=&#x2009;513), total sleep time&#x2009;&#x003C;&#x2009;1&#x2009;h (<italic>n</italic>&#x2009;=&#x2009;46) (<xref ref-type="bibr" rid="ref42">Nigro et al., 2018</xref>; <xref ref-type="bibr" rid="ref15">Earl et al., 2019</xref>), and those pregnant (<italic>n</italic>&#x2009;=&#x2009;15) at the time of PSG. The analytical sample for the cross-sectional examination consisted of 14,823 OSA patients with ESS data. Patients without follow-up information (<italic>n</italic>&#x2009;=&#x2009;78) were further excluded for the longitudinal analysis, yielding a total of 14,745 patients for mortality assessment (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 1</xref>). The study was approved by the Mayo Clinic Institutional Review Board and research authorization was verified for all participants (Minnesota Statute 144.295).</p>
</sec>
<sec id="sec8">
<title>2.2. Sleep assessment</title>
<p>In-laboratory PSGs were performed and analyzed using Nicvue (Nicolet, Inc., Middleton, WI). PSG montage included electroencephalography, right and left electrooculography, submental and limb electromyography, electrocardiography, oronasal thermistor, nasal flow pressure sensor, thoracic and abdominal inductance plethysmography, position sensor, pulse oximetry and sound recording. Sleep recordings were scored according to the American Academy of Sleep Medicine criteria (<xref ref-type="bibr" rid="ref23">Iber et al., 2007</xref>) by a registered polysomnographic technologist and reviewed by a board-certified sleep medicine specialist. Apneas were defined as &#x2265;90% reductions in airflow lasting for &#x2265;10&#x2009;s. Hypopneas were scored when &#x2265;30% decreases in airflow occurred for &#x2265;10&#x2009;s and were accompanied by &#x2265;4% oxyhemoglobin desaturation. AHI was calculated as the sum of apneas and hypopneas normalized by sleep time. OSA severity was further classified as mild (AHI 5&#x2013;14.9 events/h), moderate (AHI 15&#x2013;29.9 events/h), and severe (AHI&#x2009;&#x2265;&#x2009;30 events/h). Additional variables derived from PSG included total recording time, total sleep time, sleep efficiency, arousal index, periodic limb movement index (PLMI), mean oxyhemoglobin saturation (SpO<sub>2</sub>), minimum SpO<sub>2</sub>, and percentage of total sleep time spent with SpO<sub>2</sub>&#x2009;&#x003C;&#x2009;90% (T90, %). The majority of PSGs (94.7%) were conducted in a split-night fashion.</p>
<p>Daytime somnolence was evaluated by ESS (<xref ref-type="bibr" rid="ref27">Johns, 1991</xref>), a self-report instrument assessing a subject&#x2019;s likelihood of falling asleep in 8 daily situations. Each item is rated on a scale from 0 (no chances of dozing) to 3 (high chances of dozing). Higher score indicates higher levels of habitual daytime sleepiness, and a score&#x2009;&#x003E;&#x2009;10 is suggestive of EDS (<xref ref-type="bibr" rid="ref27">Johns, 1991</xref>).</p>
</sec>
<sec id="sec9">
<title>2.3. Demographic, clinical characteristics and follow-up</title>
<p>Demographic and clinical variables were abstracted from the electronic medical records. Race was coded as White or non-White. Height and weight for body mass index (BMI) calculations were obtained prior to PSG. Positive smoking history was defined as current or previous smoking. International Classification of Diseases codes were used to identify comorbid diagnosis of hypertension, diabetes mellitus, CVD, chronic obstructive pulmonary disease (COPD), chronic kidney disease, liver disease, cancer, depression and insomnia (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>), with positive cases defined as at least two codes noted at different dates. Hypnotics usage was similarly obtained.</p>
<p>For each patient, survival status was monitored from the PSG date to the date of death or April 29<sup>th</sup>, 2021, whichever occurred first, and ascertained using the Accurint system (all States death records certification system) and the Mayo Clinic electronic medical records. Because quantitative compliance data with therapy during the follow-up could not be obtained, we defined positive airway pressure (PAP) treatment acceptance based on evidence of prescription after OSA diagnosis and at least one subsequent note confirming usage, as previously described (<xref ref-type="bibr" rid="ref19">Gami et al., 2013</xref>; <xref ref-type="bibr" rid="ref30">Kendzerska et al., 2020</xref>).</p>
</sec>
<sec id="sec10">
<title>2.4. Statistical analysis</title>
<p>Continuous variables are described as medians and interquartile range (IQR), and categorical variables are reported as frequency and percentage. Patient characteristics were compared between those with (ESS&#x2009;&#x003E;&#x2009;10) and without (ESS&#x2009;&#x2264;&#x2009;10) EDS using Mann&#x2013;Whitney U test and Pearson Chi-square test where appropriate, separately in men and women.</p>
<p>Multivariable-adjusted sex-specific odds ratio (OR) and 95% confidence interval (CI) of the relation between ESS&#x2009;&#x003E;&#x2009;10 and chronic diseases were obtained using logistic regression analysis. Kaplan&#x2013;Meier curves and log-rank tests described univariate survival rates in sleepy vs. non-sleepy men and women, while Cox proportional hazard regression models were constructed to assess the independent association between ESS&#x2009;&#x003E;&#x2009;10 and all-cause mortality. Residuals were inspected to verify proportional hazards assumptions, and results are reported as hazard ratio (HR) with 95% CI. For both cross-sectional and longitudinal analyses, adjusted estimates with ESS score modeled as a continuous variable were also obtained. Multivariable restricted cubic spline regression was used to explore nonlinear functional relationships, with knots placed at 10th, 50th and 90th percentile of ESS score. To assess effect modifiers of the association between EDS and outcomes in both sexes, interaction effects were tested and stratified analyses were conducted across age (&#x003C;65, &#x2265;65&#x2009;years), BMI (&#x003C;30, &#x2265;30&#x2009;kg/m<sup>2</sup>) and OSA severity (AHI 5&#x2013;14.9, 15&#x2013;29.9, &#x2265;30 events/h) categories. No correction for multiple comparisons was applied.</p>
<p>We tested the robustness of our findings by conducting several sensitivity analyses. To test for the potential confounding effects of unmeasured factors on mortality, we excluded deaths within 6 and 12 months from PSG. We also excluded patients with CVD and cancer at baseline. In multivariable analysis, we further corrected for PAP acceptance and restricted the sample to split-night studies. Lastly, we compared characteristics between patients with and without available ESS to assess potential for selection bias.</p>
<p>Statistical significance was set at <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05. Analyses were performed using SPSS 25 (IBM Inc.) and R (version 3.4.2).</p>
</sec>
</sec>
<sec id="sec11" sec-type="results">
<title>3. Results</title>
<sec id="sec12">
<title>3.1. Baseline characteristics</title>
<p>The median age of the sample was 61&#x2009;years (IQR 51, 70&#x2009;years) and 38.7% were women (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 2</xref>). Men had lower BMI and were more likely to report a history of smoking than women. Arousal index, PLMI, AHI and T90 were higher while sleep efficiency was lower in men than in women. Men were more likely to have CVD, chronic kidney disease, and cancer than women. Conversely, depression and insomnia were more frequent among women.</p>
<p>ESS&#x2009;&#x003E;&#x2009;10 (EDS) was reported by 40.2% of men and 39.4% of women. Both men and women with EDS were younger, had higher BMI and were more likely to have severe OSA compared to their counterparts without EDS (<xref rid="tab1" ref-type="table">Tables 1</xref>, <xref rid="tab2" ref-type="table">2</xref>). Hypertension, CVD and insomnia were less frequent while diabetes mellitus was more frequent among men and women with EDS than in those without. Depression was more common in women with EDS than in women without it.</p>
<table-wrap position="float" id="tab1"><label>Table 1</label>
<caption>
<p>Characteristics of OSA men with and without EDS.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Characteristic</th>
<th align="center" valign="top">Total (<italic>n</italic>&#x2009;=&#x2009;9,081)</th>
<th align="center" valign="top">ESS&#x2009;&#x003E;&#x2009;10 (<italic>n</italic>&#x2009;=&#x2009;3,647)</th>
<th align="center" valign="top">ESS&#x2009;&#x2264;&#x2009;10 (<italic>n</italic>&#x2009;=&#x2009;5,434)</th>
<th align="center" valign="top"><italic>p</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Age, years</td>
<td align="center" valign="top">60 (50, 70)</td>
<td align="center" valign="top">59 (49, 70)</td>
<td align="center" valign="top">61 (51, 70)</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">White, <italic>n</italic> (%)</td>
<td align="center" valign="top">8,264 (92.8)</td>
<td align="center" valign="top">3,284 (91.8)</td>
<td align="center" valign="top">4,980 (93.5)</td>
<td align="center" valign="top">0.002</td>
</tr>
<tr>
<td align="left" valign="top">BMI, kg/m<sup>2</sup></td>
<td align="center" valign="top">31.9 (28.5, 35.9)</td>
<td align="center" valign="top">32.1 (28.7, 36.0)</td>
<td align="center" valign="top">31.7 (28.4, 35.9)</td>
<td align="center" valign="top">0.005</td>
</tr>
<tr>
<td align="left" valign="top">Smoking history, <italic>n</italic> (%)</td>
<td align="center" valign="top">3,031 (33.6)</td>
<td align="center" valign="top">1,220 (33.7)</td>
<td align="center" valign="top">1,811 (33.6)</td>
<td align="center" valign="top">0.922</td>
</tr>
<tr>
<td align="left" valign="top">Sleep measures</td>
</tr>
<tr>
<td align="left" valign="top">ESS score</td>
<td align="center" valign="top">9 (5, 13)</td>
<td align="center" valign="top">14 (12, 17)</td>
<td align="center" valign="top">6 (4, 8)</td>
<td align="center" valign="top">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left" valign="top">Split-night, n (%)</td>
<td align="center" valign="top">8,642 (95.2)</td>
<td align="center" valign="top">3,492 (95.7)</td>
<td align="center" valign="top">5,150 (94.8)</td>
<td align="center" valign="top">0.033</td>
</tr>
<tr>
<td align="left" valign="top">Total recording time, min</td>
<td align="center" valign="top">222 (182, 272)</td>
<td align="center" valign="top">216 (178, 266)</td>
<td align="center" valign="top">226 (185, 274)</td>
<td align="center" valign="top">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left" valign="top">Total sleep time, min</td>
<td align="center" valign="top">153 (129, 183)</td>
<td align="center" valign="top">153 (129, 183)</td>
<td align="center" valign="top">154 (129, 183)a</td>
<td align="center" valign="top">0.768</td>
</tr>
<tr>
<td align="left" valign="top">Sleep efficiency, %</td>
<td align="center" valign="top">74.9 (61.8, 84.6)</td>
<td align="center" valign="top">76.9 (63.4, 86.1)</td>
<td align="center" valign="top">73.8 (60.9, 83.6)</td>
<td align="center" valign="top">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left" valign="top">Arousal index, events/h</td>
<td align="center" valign="top">39.2 (26.1, 59.3)</td>
<td align="center" valign="top">40.5 (26.6, 61.9)</td>
<td align="center" valign="top">38.4 (25.9, 57.6)</td>
<td align="center" valign="top">0.002</td>
</tr>
<tr>
<td align="left" valign="top">PLMI, events/h</td>
<td align="center" valign="top">18.3 (0.9, 60.2)</td>
<td align="center" valign="top">17.0 (0.4, 59.4)</td>
<td align="center" valign="top">19.2 (1.1, 60.7)</td>
<td align="center" valign="top">0.103</td>
</tr>
<tr>
<td align="left" valign="top">AHI, events/h</td>
<td align="center" valign="top">20 (10, 40)</td>
<td align="center" valign="top">21 (10, 44)</td>
<td align="center" valign="top">19 (9, 37)</td>
<td align="center" valign="top">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left" valign="top">RDI, events/h</td>
<td align="center" valign="top">30 (17, 53)</td>
<td align="center" valign="top">32 (18, 57)</td>
<td align="center" valign="top">29 (17, 50)</td>
<td align="center" valign="top">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left" valign="top">Mean SpO<sub>2</sub>, %</td>
<td align="center" valign="top">93 (91, 94)</td>
<td align="center" valign="top">93 (91, 94)</td>
<td align="center" valign="top">93 (91, 94)</td>
<td align="center" valign="top">0.116</td>
</tr>
<tr>
<td align="left" valign="top">Minimum SpO<sub>2</sub>, %</td>
<td align="center" valign="top">83 (78, 86)</td>
<td align="center" valign="top">83 (77, 86)</td>
<td align="center" valign="top">83 (78, 86)</td>
<td align="center" valign="top">0.007</td>
</tr>
<tr>
<td align="left" valign="top">T90<sub>,</sub> %</td>
<td align="center" valign="top">5.1 (1.3, 17.6)</td>
<td align="center" valign="top">5.2 (1.3, 18.7)</td>
<td align="center" valign="top">5.0 (1.2, 17.0)</td>
<td align="center" valign="top">0.079</td>
</tr>
<tr>
<td align="left" valign="top">OSA severity</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left" valign="top">AHI 5&#x2013;14.9, <italic>n</italic> (%)</td>
<td align="center" valign="top">3,500 (38.5)</td>
<td align="center" valign="top">1,320 (36.2)</td>
<td align="center" valign="top">2,180 (40.1)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">AHI 15&#x2013;29.9, <italic>n</italic> (%)</td>
<td align="center" valign="top">2,353 (25.9)</td>
<td align="center" valign="top">922 (25.3)</td>
<td align="center" valign="top">1,431 (26.3)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">AHI&#x2009;&#x2265;&#x2009;30, <italic>n</italic> (%)</td>
<td align="center" valign="top">3,228 (35.5)</td>
<td align="center" valign="top">1,405 (38.5)</td>
<td align="center" valign="top">1,823 (33.5)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Comorbidities</td>
</tr>
<tr>
<td align="left" valign="top">Hypertension, <italic>n</italic> (%)</td>
<td align="center" valign="top">4,410 (48.6)</td>
<td align="center" valign="top">1,616 (44.3)</td>
<td align="center" valign="top">2,794 (51.4)</td>
<td align="center" valign="top">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left" valign="top">Diabetes mellitus, <italic>n</italic> (%)</td>
<td align="center" valign="top">1,868 (20.6)</td>
<td align="center" valign="top">799 (21.9)</td>
<td align="center" valign="top">1,069 (19.7)</td>
<td align="center" valign="top">0.010</td>
</tr>
<tr>
<td align="left" valign="top">CVD, <italic>n</italic> (%)</td>
<td align="center" valign="top">3,001 (33.0)</td>
<td align="center" valign="top">1,140 (31.3)</td>
<td align="center" valign="top">1,861 (34.2)</td>
<td align="center" valign="top">0.003</td>
</tr>
<tr>
<td align="left" valign="top">COPD, <italic>n</italic> (%)</td>
<td align="center" valign="top">639 (7.0)</td>
<td align="center" valign="top">249 (6.8)</td>
<td align="center" valign="top">390 (7.2)</td>
<td align="center" valign="top">0.523</td>
</tr>
<tr>
<td align="left" valign="top">Chronic kidney disease, <italic>n</italic> (%)</td>
<td align="center" valign="top">733 (8.1)</td>
<td align="center" valign="top">297 (8.1)</td>
<td align="center" valign="top">436 (8.0)</td>
<td align="center" valign="top">0.837</td>
</tr>
<tr>
<td align="left" valign="top">Liver disease, <italic>n</italic> (%)</td>
<td align="center" valign="top">644 (7.1)</td>
<td align="center" valign="top">273 (7.5)</td>
<td align="center" valign="top">371 (6.8)</td>
<td align="center" valign="top">0.231</td>
</tr>
<tr>
<td align="left" valign="top">Cancer, <italic>n</italic> (%)</td>
<td align="center" valign="top">1,097 (12.1)</td>
<td align="center" valign="top">431 (11.8)</td>
<td align="center" valign="top">666 (12.3)</td>
<td align="center" valign="top">0.530</td>
</tr>
<tr>
<td align="left" valign="top">Depression, <italic>n</italic> (%)</td>
<td align="center" valign="top">209 (2.3)</td>
<td align="center" valign="top">90 (2.5)</td>
<td align="center" valign="top">119 (2.2)</td>
<td align="center" valign="top">0.387</td>
</tr>
<tr>
<td align="left" valign="top">Insomnia, <italic>n</italic> (%)</td>
<td align="center" valign="top">1,008 (11.1)</td>
<td align="center" valign="top">372 (10.2)</td>
<td align="center" valign="top">636 (11.7)</td>
<td align="center" valign="top">0.025</td>
</tr>
<tr>
<td align="left" valign="top">Hypnotics usage, <italic>n</italic> (%)</td>
<td align="center" valign="top">790 (8.7)</td>
<td align="center" valign="top">256 (7.0)</td>
<td align="center" valign="top">534 (9.8)</td>
<td align="center" valign="top">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left" valign="top">Follow up, years</td>
<td align="center" valign="top">6.2 (4.4, 8.1)</td>
<td align="center" valign="top">6.2 (4.4, 8.0)</td>
<td align="center" valign="top">6.2 (4.5, 8.1)</td>
<td align="center" valign="top">0.226</td>
</tr>
<tr>
<td align="left" valign="top">PAP acceptance, %</td>
<td align="center" valign="top">4,909 (54.4)</td>
<td align="center" valign="top">1,966 (54.2)</td>
<td align="center" valign="top">2,943 (54.6)</td>
<td align="center" valign="top">0.711</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Data from continuous variables are reported as median (IQR) values and count (%).</p>
<p>AHI, apnea-hypopnea index; BMI, body mass index; COPD, chronic obstructive pulmonary disease; CVD, cardiovascular disease; EDS, excessive daytime sleepiness; ESS, Epworth Sleepiness Scale; IQR, interquartile range; OSA, obstructive sleep apnea; PAP, positive airway pressure; PLMI, periodic limb movement index; RDI, respiratory disturbance index; SpO<sub>2</sub>, oxyhemoglobin saturation; T90, total sleep time (in percent) spent with SpO<sub>2</sub> below 90%.</p>
<p>Numbers may not sum to totals because of missing data.</p>
<p><italic>p</italic>-values from Mann&#x2013;Whitney <italic>U</italic> test or Pearson Chi square.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab2"><label>Table 2</label>
<caption>
<p>Characteristics of OSA women with and without EDS.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Characteristic</th>
<th align="center" valign="top">Total (<italic>n</italic>&#x2009;=&#x2009;5,742)</th>
<th align="center" valign="top">ESS&#x2009;&#x003E;&#x2009;10 (<italic>n</italic>&#x2009;=&#x2009;2,265)</th>
<th align="center" valign="top">ESS&#x2009;&#x2264;&#x2009;10 (<italic>n</italic>&#x2009;=&#x2009;3,477)</th>
<th align="center" valign="top"><italic>p</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Age, years</td>
<td align="center" valign="top">61 (51, 70)</td>
<td align="center" valign="top">58 (49, 68)</td>
<td align="center" valign="top">63 (53, 71)</td>
<td align="center" valign="top">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left" valign="top">White, <italic>n</italic> (%)</td>
<td align="center" valign="top">5,240 (92.4)</td>
<td align="center" valign="top">2,063 (92.2)</td>
<td align="center" valign="top">3,177 (92.5)</td>
<td align="center" valign="top">0.655</td>
</tr>
<tr>
<td align="left" valign="top">BMI, kg/m<sup>2</sup></td>
<td align="center" valign="top">34.2 (29.3, 40.2)</td>
<td align="center" valign="top">34.8 (29.8, 40.6)</td>
<td align="center" valign="top">33.7 (28.9, 39.8)</td>
<td align="center" valign="top">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left" valign="top">Smoking history, <italic>n</italic> (%)</td>
<td align="center" valign="top">1,558 (27.3)</td>
<td align="center" valign="top">655 (29.1)</td>
<td align="center" valign="top">903 (26.1)</td>
<td align="center" valign="top">0.013</td>
</tr>
<tr>
<td align="left" valign="top">Sleep measures</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">ESS score</td>
<td align="center" valign="top">9 (5, 13)</td>
<td align="center" valign="top">14 (12, 17)</td>
<td align="center" valign="top">6 (3, 8)</td>
<td align="center" valign="top">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left" valign="top">Split-night, <italic>n</italic> (%)</td>
<td align="center" valign="top">5,397 (94.0)</td>
<td align="center" valign="top">2,144 (94.7)</td>
<td align="center" valign="top">3,253 (93.6)</td>
<td align="center" valign="top">0.086</td>
</tr>
<tr>
<td align="left" valign="top">Total recording time, min</td>
<td align="center" valign="top">240 (196, 292)</td>
<td align="center" valign="top">236 (192, 287)</td>
<td align="center" valign="top">242 (200, 296)</td>
<td align="center" valign="top">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left" valign="top">Total sleep time, min</td>
<td align="center" valign="top">168 (139, 209)</td>
<td align="center" valign="top">170 (141, 212)</td>
<td align="center" valign="top">166 (138, 207)</td>
<td align="center" valign="top">0.028</td>
</tr>
<tr>
<td align="left" valign="top">Sleep efficiency, %</td>
<td align="center" valign="top">76.5 (63.7, 85.7)</td>
<td align="center" valign="top">78.5 (66.3, 87.2)</td>
<td align="center" valign="top">75.0 (62.1, 84.7)</td>
<td align="center" valign="top">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left" valign="top">Arousal index, events/h</td>
<td align="center" valign="top">31.3 (20.1, 47.9)</td>
<td align="center" valign="top">31.5 (20.0, 48.8)</td>
<td align="center" valign="top">31.1 (20.2, 47.4)</td>
<td align="center" valign="top">0.366</td>
</tr>
<tr>
<td align="left" valign="top">PLMI, events/h</td>
<td align="center" valign="top">11.1 (0.0, 42.5)</td>
<td align="center" valign="top">9.1 (0.0, 39.0)</td>
<td align="center" valign="top">12.5 (0.0, 44.1)</td>
<td align="center" valign="top">0.003</td>
</tr>
<tr>
<td align="left" valign="top">AHI, events/h</td>
<td align="center" valign="top">13 (7, 26)</td>
<td align="center" valign="top">13 (7, 29)</td>
<td align="center" valign="top">13 (7, 25)</td>
<td align="center" valign="top">0.050</td>
</tr>
<tr>
<td align="left" valign="top">RDI, events/h</td>
<td align="center" valign="top">22 (13, 39)</td>
<td align="center" valign="top">23 (13, 41)</td>
<td align="center" valign="top">21 (13, 38)</td>
<td align="center" valign="top">0.052</td>
</tr>
<tr>
<td align="left" valign="top">Mean SpO<sub>2</sub>, %</td>
<td align="center" valign="top">93 (91, 94)</td>
<td align="center" valign="top">93 (91, 94)</td>
<td align="center" valign="top">93 (91, 94)</td>
<td align="center" valign="top">0.570</td>
</tr>
<tr>
<td align="left" valign="top">Minimum SpO<sub>2</sub>, %</td>
<td align="center" valign="top">83 (78, 86)</td>
<td align="center" valign="top">83 (78, 86)</td>
<td align="center" valign="top">83 (78, 86)</td>
<td align="center" valign="top">0.870</td>
</tr>
<tr>
<td align="left" valign="top">T90, %</td>
<td align="center" valign="top">4.0 (1.0, 17.5)</td>
<td align="center" valign="top">4.0 (0.9, 19.1)</td>
<td align="center" valign="top">4.1 (1.1, 16.8)</td>
<td align="center" valign="top">0.433</td>
</tr>
<tr>
<td align="left" valign="top">OSA severity</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">0.007</td>
</tr>
<tr>
<td align="left" valign="top">AHI 5&#x2013;14.9, <italic>n</italic> (%)</td>
<td align="center" valign="top">3,124 (54.4)</td>
<td align="center" valign="top">1,201 (53.0)</td>
<td align="center" valign="top">1,923 (55.3)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">AHI 15&#x2013;29.9, <italic>n</italic> (%)</td>
<td align="center" valign="top">1,361 (23.7)</td>
<td align="center" valign="top">520 (23.0)</td>
<td align="center" valign="top">841 (24.2)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">AHI&#x2009;&#x2265;&#x2009;30, n (%)</td>
<td align="center" valign="top">1,257 (21.9)</td>
<td align="center" valign="top">544 (24.0)</td>
<td align="center" valign="top">713 (20.5)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Comorbidities</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Hypertension, <italic>n</italic> (%)</td>
<td align="center" valign="top">2,747 (47.8)</td>
<td align="center" valign="top">1,028 (45.4)</td>
<td align="center" valign="top">1,719 (49.4)</td>
<td align="center" valign="top">0.003</td>
</tr>
<tr>
<td align="left" valign="top">Diabetes mellitus, <italic>n</italic> (%)</td>
<td align="center" valign="top">1,215 (21.2)</td>
<td align="center" valign="top">518 (22.9)</td>
<td align="center" valign="top">697 (20.0)</td>
<td align="center" valign="top">0.010</td>
</tr>
<tr>
<td align="left" valign="top">CVD, <italic>n</italic> (%)</td>
<td align="center" valign="top">1,291 (22.5)</td>
<td align="center" valign="top">447 (19.7)</td>
<td align="center" valign="top">844 (24.3)</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">COPD, <italic>n</italic> (%)</td>
<td align="center" valign="top">376 (6.5)</td>
<td align="center" valign="top">147 (6.5)</td>
<td align="center" valign="top">229 (6.6)</td>
<td align="center" valign="top">0.886</td>
</tr>
<tr>
<td align="left" valign="top">Chronic kidney disease, <italic>n</italic> (%)</td>
<td align="center" valign="top">338 (5.9)</td>
<td align="center" valign="top">131 (5.8)</td>
<td align="center" valign="top">207 (6.0)</td>
<td align="center" valign="top">0.789</td>
</tr>
<tr>
<td align="left" valign="top">Liver disease, <italic>n</italic> (%)</td>
<td align="center" valign="top">398 (6.9)</td>
<td align="center" valign="top">167 (7.4)</td>
<td align="center" valign="top">231 (6.6)</td>
<td align="center" valign="top">0.288</td>
</tr>
<tr>
<td align="left" valign="top">Cancer, <italic>n</italic> (%)</td>
<td align="center" valign="top">537 (9.4)</td>
<td align="center" valign="top">195 (8.6)</td>
<td align="center" valign="top">342 (9.8)</td>
<td align="center" valign="top">0.119</td>
</tr>
<tr>
<td align="left" valign="top">Depression, <italic>n</italic> (%)</td>
<td align="center" valign="top">286 (5.0)</td>
<td align="center" valign="top">135 (6.0)</td>
<td align="center" valign="top">151 (4.3)</td>
<td align="center" valign="top">0.006</td>
</tr>
<tr>
<td align="left" valign="top">Insomnia, <italic>n</italic> (%)</td>
<td align="center" valign="top">1,041 (18.1)</td>
<td align="center" valign="top">374 (16.5)</td>
<td align="center" valign="top">667 (19.2)</td>
<td align="center" valign="top">0.010</td>
</tr>
<tr>
<td align="left" valign="top">Hypnotics usage, <italic>n</italic> (%)</td>
<td align="center" valign="top">594 (10.3)</td>
<td align="center" valign="top">209 (9.2)</td>
<td align="center" valign="top">385 (11.1)</td>
<td align="center" valign="top">0.025</td>
</tr>
<tr>
<td align="left" valign="top">Follow up, years</td>
<td align="center" valign="top">6.2 (4.6, 8.1)</td>
<td align="center" valign="top">6.1 (4.5, 8.0)</td>
<td align="center" valign="top">6.3 (4.6, 8.1)</td>
<td align="center" valign="top">0.121</td>
</tr>
<tr>
<td align="left" valign="top">PAP acceptance, %</td>
<td align="center" valign="top">3,094 (54.1)</td>
<td align="center" valign="top">1,251 (55.5)</td>
<td align="center" valign="top">1,843 (53.1)</td>
<td align="center" valign="top">0.078</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Data are reported as median (IQR) values and count (%).</p>
<p>AHI, apnea-hypopnea index; BMI, body mass index; COPD, chronic obstructive pulmonary disease; CVD, cardiovascular disease; EDS, excessive daytime sleepiness; ESS, Epworth Sleepiness Scale; IQR, interquartile range; OSA, obstructive sleep apnea; PAP, positive airway pressure; PLMI, periodic limb movement index; RDI, respiratory disturbance index; SpO<sub>2</sub>, oxyhemoglobin saturation; T90, total sleep time (in percent) spent with SpO<sub>2</sub> below 90%.</p>
<p>Numbers may not sum to totals because of missing data.</p>
<p><italic>P</italic>-values from Mann&#x2013;Whitney <italic>U</italic> test or Pearson Chi square test.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec13">
<title>3.2. Association between sleepiness and chronic diseases</title>
<p><xref rid="fig1" ref-type="fig">Figure 1</xref> and <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 3</xref> show the cross-sectional relationships between sleepiness and chronic diseases. In models adjusted for demographics, smoking history and sleep variables, odds of hypertension were lower in men with ESS&#x2009;&#x003E;&#x2009;10 than in men with ESS&#x2009;&#x2264;&#x2009;10 (OR 0.76, 95% CI 0.69&#x2013;0.83), while no statistically significant association was evident in women. Conversely, ESS&#x2009;&#x003E;&#x2009;10 was associated with greater risk of diabetes mellitus in both men (OR 1.17, 95% CI 1.05&#x2013;1.31) and women (OR 1.26, 95% CI 1.10&#x2013;1.45). Consistently, we observed a negative relationship between ESS score and hypertension only in men (OR per 1-point increase in ESS: 0.97, 95% CI 0.96&#x2013;0.98), while risk of diabetes increased with increasing ESS in both men (OR 1.02, 95% CI 1.00&#x2013;1.03) and women (OR 1.03, 95% CI 1.01&#x2013;1.04; <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 3</xref>). Additionally, odds for depression were 1.03-times higher (95% CI 1.01&#x2013;1.06) for each 1-point increase in ESS in women. In men, there was a significant interaction between EDS and age for depression, with odds for depression being higher in sleepy men &#x2265;65&#x2009;years (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 4</xref>). A similar pattern was noted in men for cancer risk (P for interaction with age&#x2009;=&#x2009;0.013), but stratified ORs did not achieve statistical significance. No other significant interactions were noted (<xref ref-type="supplementary-material" rid="SM1">Supplementary Tables 4&#x2013;6</xref>).</p>
<fig position="float" id="fig1"><label>Figure 1</label>
<caption>
<p>Multivariable-adjusted odds ratio (95% CI) of the association between EDS and chronic disease in men and women with OSA. Models adjusted for age, BMI, race, smoking history, AHI, T90, arousal index, sleep efficiency, PLMI, insomnia and hypnotics usage. AHI, apnea-hypopnea index; BMI, body mass index; COPD, chronic obstructive pulmonary disease; CVD, cardiovascular disease; EDS, excessive daytime sleepiness; OSA, obstructive sleep apnea; PLMI, periodic limb movement index; T90, total sleep time (in percent) spent with SpO<sub>2</sub> below 90%.</p>
</caption>
<graphic xlink:href="fnins-17-1210206-g001.tif"/>
</fig>
<p>Restricted cubic spline analysis showed curvilinear relations between ESS scores and diabetes in both men and women (Ps for non-linearity&#x2009;=&#x2009;0.016 and 0.021, respectively; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 2</xref>). Among men, odds for depression were elevated at both lower and higher ESS scores (P for non-linearity&#x2009;=&#x2009;0.034). In women, risk of cancer was lower at both extremes of the score range (P for non-linearity&#x2009;=&#x2009;0.002).</p>
</sec>
<sec id="sec14">
<title>3.3. Association between sleepiness and mortality</title>
<p>Median follow-up was 6.2 (4.4, 8.1) years in men and 6.2 (4.6, 8.1) years in women, with no difference between those with and without EDS in either group (<xref rid="tab1" ref-type="table">Tables 1</xref>, <xref rid="tab2" ref-type="table">2</xref>). Kaplan&#x2013;Meier estimates of survival were not significantly different between sleepy vs. non-sleepy men (log-rank test, <italic>p</italic>&#x2009;=&#x2009;0.596) or women (<italic>p</italic>&#x2009;=&#x2009;0.996; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 3</xref>). However, in Cox models adjusted for demographics and smoking history, the risk of death was 1.26-times (95% CI 1.07&#x2013;1.49) greater in women with ESS&#x2009;&#x003E;&#x2009;10 vs. ESS&#x2009;&#x2264;&#x2009;10 (<xref rid="tab3" ref-type="table">Table 3</xref>). This association was not attenuated after further accounting for sleep characteristics and diseases at baseline. In a fully adjusted model, the HR for mortality in women with ESS&#x2009;&#x003E;&#x2009;10 compared to those with ESS&#x2009;&#x2264;&#x2009;10 was 1.24 (95% CI 1.05&#x2013;1.47). In men, ESS&#x2009;&#x003E;&#x2009;10 was not associated with mortality in any models. Treating ESS as continuous variable yielded consistent results, with ESS score predicting higher mortality risk in women (HR per 1-point increase in ESS: 1.03, 95% CI 1.01&#x2013;1.04), but not in men. No evidence of curvilinear associations or effect modifications of age, BMI or AHI were noted (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 4</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 7</xref>).</p>
<table-wrap position="float" id="tab3"><label>Table 3</label>
<caption>
<p>Association between sleepiness and all-cause mortality in OSA men and women.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th rowspan="2"/>
<th/>
<th align="center" valign="top" colspan="3">HR (95% CI)</th>
</tr>
<tr>
<th align="center" valign="top">No. deaths</th>
<th align="center" valign="top">Model 1</th>
<th align="center" valign="top">Model 2</th>
<th align="center" valign="top">Model 3</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Men</td>
<td align="center" valign="top">1,234</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">ESS&#x2009;&#x003E;&#x2009;10</td>
<td/>
<td align="center" valign="top">1.03 (0.92&#x2013;1.15)</td>
<td align="center" valign="top">1.05 (0.94&#x2013;1.19)</td>
<td align="center" valign="top">1.02 (0.91&#x2013;1.15)</td>
</tr>
<tr>
<td align="left" valign="top">ESS, per 1-point</td>
<td/>
<td align="center" valign="top">1.00 (0.99&#x2013;1.02)</td>
<td align="center" valign="top">1.01 (0.99&#x2013;1.02)</td>
<td align="center" valign="top">1.00 (0.99&#x2013;1.02)</td>
</tr>
<tr>
<td align="left" valign="top">Women</td>
<td align="center" valign="top">595</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">ESS&#x2009;&#x003E;&#x2009;10</td>
<td/>
<td align="center" valign="top">1.26 (1.07&#x2013;1.49)</td>
<td align="center" valign="top">1.26 (1.06&#x2013;1.49)</td>
<td align="center" valign="top">1.24 (1.05&#x2013;1.47)</td>
</tr>
<tr>
<td align="left" valign="top">ESS, per 1-point</td>
<td/>
<td align="center" valign="top">1.03 (1.01&#x2013;1.05)</td>
<td align="center" valign="top">1.03 (1.01&#x2013;1.05)</td>
<td align="center" valign="top">1.03 (1.01&#x2013;1.04)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Model 1 adjusted for age, BMI, race, and smoking.</p>
<p>Model 2 adjusted for variables included in Model 1, AHI, T90, arousal index, sleep efficiency, PLMI, insomnia and hypnotics usage.</p>
<p>Model 3 adjusted for variables included in Model 2, hypertension, diabetes mellitus, CVD, COPD, chronic kidney disease, liver disease, cancer, and depression.</p>
<p>AHI, apnea-hypopnea index; BMI, body mass index; COPD, chronic obstructive pulmonary disease; CVD, cardiovascular disease; ESS, Epworth Sleepiness Scale; OSA, obstructive sleep apnea; PLMI, periodic limb movement index; T90, total sleep time (in percent) spent with SpO<sub>2</sub> below 90%.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec15">
<title>3.4. Additional analyses</title>
<p>In sensitivity analysis (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 8</xref>), exclusion of deaths within 6 (HR 1.18, 95% CI 0.99&#x2013;1.40) and 12 months (HR 1.17, 95% CI 0.98&#x2013;1.40) from the index date attenuated the association between ESS&#x2009;&#x003E;&#x2009;10 and mortality in women. Conversely, HRs for ESS as a continuous variable did not decrease and the association with mortality remained significant in women (HR per 1-point increase in ESS:1.03, 95% CI 1.01&#x2013;1.04 for both subanalyses). Similarly, excluding patients with CVD (HR 1.22, 95% CI 0.96&#x2013;1.54) or cancer (HR 1.22, 95% CI 1.01&#x2013;1.47) at baseline marginally diminished the strength of the relation between ESS score and mortality in women. However, ESS as a continuous variable remained again a significant predictor of death in women without CVD (HR per 1-point increase in ESS: 1.03, 95% CI 1.01&#x2013;1.06) or cancer (HR per 1-point increase in ESS: 1.03, 95% CI 1.01&#x2013;1.05) at study entry. Furthermore, HRs did not appreciably change after further adjusting for PAP acceptance (HR 1.25, 95% CI 1.06&#x2013;1.48), nor after restricting the sample to patients who underwent split-night studies (HR 1.28, 95% CI 1.08&#x2013;1.53).</p>
<p>Lastly, patients without ESS were older and less likely to be White than those with ESS (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 9</xref>). They also had higher AHI and T90 and were more likely to suffer from chronic diseases including hypertension, diabetes mellitus, CVD, COPD, and chronic kidney disease.</p>
</sec>
</sec>
<sec id="sec16" sec-type="discussions">
<title>4. Discussion</title>
<p>In this large OSA sample, EDS measured by ESS showed sex-specific associations with multiple chronic diseases. Curvilinear relations with ESS scores suggest non-linear dynamics between degrees of perceived sleepiness and disease profiles. Furthermore, EDS was an independent predictor of all-cause mortality only in OSA women.</p>
<p>Consistent with prior estimates (<xref ref-type="bibr" rid="ref28">Kapur et al., 2005</xref>; <xref ref-type="bibr" rid="ref31">Koutsourelakis et al., 2008</xref>; <xref ref-type="bibr" rid="ref42">Nigro et al., 2018</xref>), approximately 40% of our patients reported ESS&#x2009;&#x003E;&#x2009;10, with similar prevalence between sexes despite women having milder OSA than men. Notwithstanding comparable EDS, sex differences emerged in the relationship between EDS and morbidity. Although crude prevalences of hypertension and CVD were lower in both OSA men and women with ESS&#x2009;&#x003E;&#x2009;10 vs. ESS&#x2009;&#x2264;&#x2009;10, after adjusting for demographic and sleep covariates EDS remained associated only with decreased risk of hypertension and selectively in men. Some studies have linked EDS with higher blood pressure and greater risk of hypertension especially among severe OSA patients (<xref ref-type="bibr" rid="ref29">Kapur et al., 2008</xref>; <xref ref-type="bibr" rid="ref31">Koutsourelakis et al., 2008</xref>; <xref ref-type="bibr" rid="ref17">Feng et al., 2012</xref>; <xref ref-type="bibr" rid="ref47">Ren et al., 2016</xref>), but others did not confirm this relationship (<xref ref-type="bibr" rid="ref12">de la Pe&#x00F1;a Bravo et al., 2007</xref>; <xref ref-type="bibr" rid="ref49">Roure et al., 2008</xref>; <xref ref-type="bibr" rid="ref46">Prasad et al., 2018</xref>). Recent investigations show that OSA patients with normal blood pressure have higher ESS scores than OSA patients with hypertension, with the highest score reported by normotensives with moderate to severe OSA (<xref ref-type="bibr" rid="ref39">Martynowicz et al., 2017</xref>; <xref ref-type="bibr" rid="ref52">Tam et al., 2019</xref>). Notably, these studies included predominantly males. Although mechanisms are unclear, the lower degree of sleepiness in those with comorbid OSA and hypertension may be a manifestation of hyperarousal (<xref ref-type="bibr" rid="ref52">Tam et al., 2019</xref>). Co-occurrence of diseases characterized by sympathetic hyperactivation could offset OSA-induced sleepiness by stimulating alertness <italic>via</italic> central adrenergic over-excitation. Such effect could be more evident in men due to their relatively higher basal adrenergic tone (<xref ref-type="bibr" rid="ref21">Hart et al., 2012</xref>).</p>
<p>Conversely, multivariable-adjusted odds for diabetes mellitus were greater in both sleepy men and women relative to their non-sleepy counterparts. Sleepiness is associated with poor health and worse glycemic control among diabetic patients with (<xref ref-type="bibr" rid="ref3">Barcel&#x00F3; et al., 2008</xref>; <xref ref-type="bibr" rid="ref2">Aurora and Punjabi, 2019</xref>) and without OSA (<xref ref-type="bibr" rid="ref10">Chasens et al., 2009</xref>; <xref ref-type="bibr" rid="ref24">Inkster et al., 2013</xref>). EDS predicts diabetes independently of OSA symptoms (<xref ref-type="bibr" rid="ref36">Lindberg et al., 2007</xref>), and modifies the relationship between OSA and diabetes, with only sleepy OSA patients exhibiting greater risk of diabetes (<xref ref-type="bibr" rid="ref48">Ronksley et al., 2009</xref>). With respect to biological pathways, hypersomnolence has been associated with increased inflammation, a known precursor of insulin resistance and beta-cell dysfunction, in some (<xref ref-type="bibr" rid="ref56">Vgontzas et al., 1997</xref>; <xref ref-type="bibr" rid="ref35">Li et al., 2017</xref>) but not all studies (<xref ref-type="bibr" rid="ref12">de la Pe&#x00F1;a Bravo et al., 2007</xref>; <xref ref-type="bibr" rid="ref14">Dixon et al., 2007</xref>). Decreased cerebral glucose uptake, as observed after sleep deprivation (<xref ref-type="bibr" rid="ref58">Wu et al., 2006</xref>), may also contribute to both sleepiness and dysregulated glucose metabolism (<xref ref-type="bibr" rid="ref53">Tasali et al., 2009</xref>).</p>
<p>Modeling the ESS score as a continuous variable unmasked further independent effects, such as on the risk of depression. While female sex and EDS were predictors of depression in OSA participants of the Penn State Adult cohort (<xref ref-type="bibr" rid="ref33">LaGrotte et al., 2016</xref>), <xref ref-type="bibr" rid="ref4">Basta et al. (2008)</xref> found that depression was more closely associated with severe sleepiness in men than in women. Our results may aid in reconciling these discrepancies, showing that higher ratings of sleepiness were linearly associated with depression in women, while a curvilinear relation was noted among men. On the other hand, an inverse U-shaped association between ESS and cancer was apparent in women, with reduced risk of cancer at both lower and higher ESS scores. Interestingly, Ohayon et al. (<xref ref-type="bibr" rid="ref43">Ohayon, 2012</xref>) found a significant association between cancer and moderate sleepiness but not severe sleepiness. In aggregate, these findings illustrate not only distinct patterns of disease profile in sleepy OSA men and women, but also indicate that these risk configurations are partly determined by the definition of pathological sleepiness, thus shedding light into prior conflicting evidence.</p>
<p>A robust sex-dependent pattern emerged also for mortality risk, with ESS independently predicting greater risk of death only in OSA women. Notably, this association emerged only after taking into account demographic characteristics, suggesting that these are important sex-specific confounders in the relation between sleepiness and mortality. Differences in the relationship between EDS and mortality as a function of sex have been noted in general population studies, albeit with discordant findings (<xref ref-type="bibr" rid="ref41">Newman et al., 2000</xref>; <xref ref-type="bibr" rid="ref16">Empana et al., 2009</xref>; <xref ref-type="bibr" rid="ref8">Boden-Albala et al., 2012</xref>; <xref ref-type="bibr" rid="ref34">Li et al., 2021</xref>). With regard to OSA, sleepiness did not modify the increased mortality risk exhibited by severe OSA participants of the Wisconsin sleep cohort (<xref ref-type="bibr" rid="ref60">Young et al., 2008</xref>), while the excessively sleepy OSA phenotype manifested the worst survival among OSA symptom subtypes from the Sleep Heart Health Study (<xref ref-type="bibr" rid="ref40">Mazzotti et al., 2019</xref>) &#x2013; although no sex-stratified data were reported in either study. A recent study on patients with suspected OSA found that EDS predicted a composite CV endpoint (including all-cause deaths) only in women (<xref ref-type="bibr" rid="ref30">Kendzerska et al., 2020</xref>). These data are consistent with our results on patients with confirmed OSA, and corroborate the concept that hypersomnolence may be an independent predictor of mortality in women.</p>
<p>The reasons underlying this observation remain unclear, and unmeasured factors may be involved. Among these, growing evidence implicates insufficient sleep as a contributor to increased morbidity and mortality (<xref ref-type="bibr" rid="ref11">Covassin and Singh, 2016</xref>; <xref ref-type="bibr" rid="ref25">Itani et al., 2017</xref>). However, studies on differences in habitual sleep duration between sleepy and non-sleepy individuals are mixed, including among OSA (<xref ref-type="bibr" rid="ref28">Kapur et al., 2005</xref>; <xref ref-type="bibr" rid="ref31">Koutsourelakis et al., 2008</xref>; <xref ref-type="bibr" rid="ref46">Prasad et al., 2018</xref>). Because excluding early deaths attenuated the association between ESS&#x2009;&#x003E;&#x2009;10 and mortality in women, sleepiness could be an indicator of subclinical diseases or overall poor health status. Nevertheless, estimates were unaltered when using continuous ESS, suggesting limited confounding influence of any fatal undiagnosed conditions.</p>
<p>Mechanistically, although women with OSA have higher levels of inflammatory markers (<xref ref-type="bibr" rid="ref18">Gaines et al., 2015</xref>), the inflammatory burden is not associated with sleepiness among them (<xref ref-type="bibr" rid="ref51">Svensson et al., 2012</xref>). <xref ref-type="bibr" rid="ref32">Kritikou et al. (2014)</xref> noted instead a stronger association between sleepiness and inflammation in OSA men. Other candidates plausibly implicated in our results include increased oxidative stress and vascular dysfunction (<xref ref-type="bibr" rid="ref57">Wang et al., 2015</xref>; <xref ref-type="bibr" rid="ref38">Lira and de Sousa Rodrigues, 2016</xref>). However, data on sex differences on these potential mechanisms are scarce and inconclusive, as is their relation with sleepiness in OSA (<xref ref-type="bibr" rid="ref12">de la Pe&#x00F1;a Bravo et al., 2007</xref>; <xref ref-type="bibr" rid="ref50">&#x0160;iarnik et al., 2014</xref>). Further research targeting the pathophysiological pathways underlying the heightened risk of death in sleepy OSA women is warranted.</p>
<p>Our study has important clinical implications. Because our study shows that OSA men with hypertension were less likely to report EDS, a negative ESS should not be used to rule out OSA among hypertensive patients. On the other hand, an elevated ESS is a sentinel for diabetes in both sexes, thus underscoring the need to consider screening for diabetes in those complaining of hypersomnolence. From a therapeutic perspective, despite OSA therapy improves EDS (<xref ref-type="bibr" rid="ref44">Patil et al., 2019</xref>), residual sleepiness persists in a substantial proportion of treated patients. In our study, while OSA treatment could have attenuated the strength of the relation between sleepiness and mortality by ameliorating EDS, further adjusting for PAP acceptance did not affect the results. Although only crude information on therapy was available, it is possible that suboptimal resolution of EDS in OSA women may be implicated in their survival disadvantage.</p>
<p>A strength of our study is its large sample size enabling adequate female representation. Sleepiness was determined by ESS, a validated instrument broadly used to quantify symptoms of sleepiness, thus enhancing applicability of our results. On the other hand, the ESS is inherently prone to recall bias and misperception, and additional studies including objective sleepiness measures are needed. As the relation between EDS and chronic diseases was assessed cross-sectionally, causality cannot be determined. Generalizability may be limited as our sample comprises mostly of White individuals and was drawn from the patient population evaluated at a sleep clinic, and thus subject to referral bias. Because the acceptable definition of hypopnea (i.e., 4% oxygen desaturation scoring standard) was applied when scoring respiratory events, this likely led to lower estimates of OSA severity than if the recommended standard (i.e., 3% desaturation or arousal) were used instead. Last, as the near totality of the sample underwent split-night studies, evaluation of OSA features associated with sleep architecture could not be performed.</p>
<p>In summary, our study shows sex-specific patterns of associations between perceived sleepiness and chronic disease and mortality in OSA patients. Recognizing that the predictive value of EDS is sex-dependent is critical to better understanding its health implications and to develop targeted therapeutic approaches.</p>
</sec>
<sec id="sec17" sec-type="data-availability">
<title>Data availability statement</title>
<p>The data analyzed in this study is subject to the following licenses/restrictions: Deidentified participant&#x2019;s data will be available for scientific research upon request submitted to the corresponding author. Requests will be reviewed for suitability. Data will be made available providing IRB approval and a data sharing agreement, in accordance with data sharing policies and Mayo Clinic IRB requirements, are obtained. Requests to access these datasets should be directed to <email>somers.virend@mayo.edu</email>.</p>
</sec>
<sec id="sec18">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by Mayo Clinic Institutional Review Board. The ethics committee waived the requirement of written informed consent for participation.</p>
</sec>
<sec id="sec19">
<title>Author contributions</title>
<p>NC, DL, AC, ES, and VS conceived and designed the study. NC, DL, PS, and JL analyzed the data. NC, DL, ES, and VS drafted the manuscript. NC, DL, and VS have direct access and verified the data. All authors revised the manuscript for important intellectual content and approved the final version of the manuscript.</p>
</sec>
<sec id="sec20" sec-type="funding-information">
<title>Funding</title>
<p>Financial support to this study was provided by National Institutes of Health grants RO1 HL114676 and RO1 HL65176 and by a grant from Sleep Number to Mayo Clinic for studies of sleepiness. The contents of this article are solely the responsibility of the authors and do not necessarily represent the official view of the NIH. The funders of the study had no role in study design, data collection, data analysis, data interpretation, or writing of the report.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>EO is a member of the Board of Directors of the American Academy of Sleep Medicine. VS serves as a consultant for ResMed, Jazz Pharmaceuticals, Bayer, Lilly, Sleep Number, Zoll, Respicardia, and Huxley.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec id="sec22" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fnins.2023.1210206/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnins.2023.1210206/full#supplementary-material</ext-link></p>
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