{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,31]],"date-time":"2025-12-31T18:12:03Z","timestamp":1767204723153,"version":"build-2238731810"},"reference-count":44,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2025,9,24]],"date-time":"2025-09-24T00:00:00Z","timestamp":1758672000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Neurosci."],"abstract":"<jats:sec>\n                    <jats:title>Introduction<\/jats:title>\n                    <jats:p>There is a need for biomarkers predicting neurocognitive improvement following treatment of obstructive sleep apnea (OSA) with continuous positive airway pressure (CPAP). The role of sleep apnea endotypes as predictors are promising.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>\n                      To assess the relationship between a high loop gain biomarker, elevated low frequency narrow band (e-LFC\n                      <jats:sub>NB<\/jats:sub>\n                      ), and improvements in neurocognitive function in the Apnea Positive Pressure Long-term Efficacy Study (APPLES).\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>\n                      The e-LFC\n                      <jats:sub>NB<\/jats:sub>\n                      % metric was estimated on baseline polysomnography. Logistic regression analysis was performed to identify the potential association between e-LFC\n                      <jats:sub>NB<\/jats:sub>\n                      % of total sleep time and the observed improvement in neurocognitive function following the specified treatment.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      A total of 362 subjects received CPAP and had e-LFC\n                      <jats:sub>NB<\/jats:sub>\n                      % measurements. For Sustained Working Memory Test-Overall Mid-Day (SWMT-OMD), e-LFC\n                      <jats:sub>NB<\/jats:sub>\n                      %\u202f&amp;gt;\u202f2.35% correlates positively with the proportion of participants who showed an increase in test scores &amp;gt; 0.65 after 2\u202fmonths CPAP treatment (OR: 2.617, 95% CI: 1.095\u20136.252,\n                      <jats:italic>p<\/jats:italic>\n                      : 0.030); e-LFC\n                      <jats:sub>NB<\/jats:sub>\n                      %\u202f&amp;gt;\u202f9.45% correlates positively with improvement in test scores &amp;gt; 0.8 after 6\u202fmonths CPAP treatment (OR: 2.553, 95% CI: 1.017\u20136.409,\n                      <jats:italic>p<\/jats:italic>\n                      : 0.046). For Buschke Selective Reminding Test sum recall (BSRT-SR), e-LFC\n                      <jats:sub>NB<\/jats:sub>\n                      %\u202f&amp;gt;\u202f3.65% correlates positively with an increase in test scores &amp;gt; 12 after 2\u202fmonths CPAP treatment (OR: 2.696, 95% CI: 1.041\u20136.982,\n                      <jats:italic>p<\/jats:italic>\n                      : 0.041). Results of the Pathfinder Number Test-Total Time (PFN-TOTL) were not significant.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>\n                      e-LFC\n                      <jats:sub>NB<\/jats:sub>\n                      % (probable high loop gain) may be a clinically useful predictor of cognitive improvement following CPAP.\n                    <\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fnins.2025.1619467","type":"journal-article","created":{"date-parts":[[2025,9,24]],"date-time":"2025-09-24T05:43:30Z","timestamp":1758692610000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Pathological respiratory chemoreflex activation predicts improvement of neurocognitive function in response to continuous positive airway pressure therapy"],"prefix":"10.3389","volume":"19","author":[{"given":"Yu-Tong","family":"Hu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yue-Nan","family":"Ni","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hugi","family":"Hilmisson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robert Joseph","family":"Thomas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1965","published-online":{"date-parts":[[2025,9,24]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","first-page":"876","DOI":"10.1513\/AnnalsATS.202005-510OC","article-title":"Automated apnea-hypopnea index from oximetry and spectral analysis of cardiopulmonary coupling","volume":"18","author":"Al Ashry","year":"2021","journal-title":"Ann. Am. Thorac. Soc."},{"key":"ref2","doi-asserted-by":"publisher","first-page":"11990","DOI":"10.1038\/s41598-021-91329-6","article-title":"Association between nocturnal activity of the sympathetic nervous system and cognitive dysfunction in obstructive sleep apnoea","volume":"11","author":"Alomri","year":"2021","journal-title":"Sci. Rep."},{"key":"ref9001","doi-asserted-by":"crossref","first-page":"667","DOI":"10.1093\/sleep\/22.5.667","article-title":"Sleep-related breathing disorders in adults: recommendations for syndrome definition and measurement techniques in clinical research","volume":"22","year":"1999","journal-title":"Sleep"},{"key":"ref3","doi-asserted-by":"publisher","first-page":"410","DOI":"10.1038\/nrn2648","article-title":"Stress signalling pathways that impair prefrontal cortex structure and function","volume":"10","author":"Arnsten","year":"2009","journal-title":"Nat. Rev. Neurosci."},{"key":"ref4","doi-asserted-by":"publisher","first-page":"298","DOI":"10.1093\/sleep\/26.3.298","article-title":"The neuropsychological effects of obstructive sleep apnea: a meta-analysis of norm-referenced and case-controlled data","volume":"26","author":"Beebe","year":"2003","journal-title":"Sleep"},{"key":"ref5","doi-asserted-by":"publisher","first-page":"7351","DOI":"10.1073\/pnas.0808187106","article-title":"Flexible neural mechanisms of cognitive control within human prefrontal cortex","volume":"106","author":"Braver","year":"2009","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"ref6","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1111\/j.1440-1843.2012.02255.x","article-title":"Neurocognitive function in obstructive sleep apnoea: a meta-review","volume":"18","author":"Bucks","year":"2013","journal-title":"Respirology"},{"key":"ref7","doi-asserted-by":"publisher","first-page":"e13999","DOI":"10.1111\/jsr.13999","article-title":"Continuous positive airway pressure and adherence in patients with different endotypes of obstructive sleep apnea","volume":"33","author":"Cheng","year":"2024","journal-title":"J. Sleep Res."},{"key":"ref8","doi-asserted-by":"publisher","first-page":"1559","DOI":"10.1007\/s11325-020-02215-w","article-title":"Associations between hypoxia parameters in obstructive sleep apnea and cognition, cortical thickness, and white matter integrity in middle-aged and older adults","volume":"25","author":"Chokesuwattanaskul","year":"2021","journal-title":"Sleep Breath."},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/ijms23148002","article-title":"Differences in the autophagy response to hypoxia in the Hippocampus and neocortex of rats","volume":"23","author":"Churilova","year":"2022","journal-title":"Int. J. Mol. Sci."},{"key":"ref10","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.smrv.2014.10.003","article-title":"The role of high loop gain induced by intermittent hypoxia in the pathophysiology of obstructive sleep apnoea","volume":"22","author":"Deacon","year":"2015","journal-title":"Sleep Med. Rev."},{"key":"ref11","doi-asserted-by":"publisher","first-page":"965","DOI":"10.5664\/jcsm.7872","article-title":"Associations between the apnea-hypopnea index during REM and NREM sleep and cognitive functioning in a cohort of middle-aged adults","volume":"15","author":"Devita","year":"2019","journal-title":"J. Clin. Sleep Med."},{"key":"ref12","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1016\/j.clinph.2010.06.010","article-title":"A cognitive and neurophysiological test of change from an individual's baseline","volume":"122","author":"Gevins","year":"2011","journal-title":"Clin. Neurophysiol."},{"key":"ref13","doi-asserted-by":"publisher","first-page":"1051","DOI":"10.1007\/s11325-024-03001-8","article-title":"Obstructive sleep apnea affects cognition: dual effects of intermittent hypoxia on neurons","volume":"28","author":"He","year":"2024","journal-title":"Sleep Breath."},{"key":"ref14","doi-asserted-by":"publisher","first-page":"643","DOI":"10.1093\/sleep\/33.5.643","article-title":"Heritability of abnormalities in cardiopulmonary coupling in sleep apnea: use of an electrocardiogram-based technique","volume":"33","author":"Ibrahim","year":"2010","journal-title":"Sleep"},{"key":"ref15","doi-asserted-by":"publisher","first-page":"1998","DOI":"10.1016\/j.chest.2020.10.080","article-title":"Assessing the physiologic Endotypes responsible for REM- and NREM-based OSA","volume":"159","author":"Joosten","year":"2021","journal-title":"Chest"},{"key":"ref16","doi-asserted-by":"publisher","first-page":"3079","DOI":"10.1113\/JP274354","article-title":"Role of the carotid body chemoreceptors in glucose homeostasis and thermoregulation in humans","volume":"596","author":"Joyner","year":"2018","journal-title":"J. Physiol."},{"key":"ref17","doi-asserted-by":"publisher","first-page":"479","DOI":"10.5664\/jcsm.6506","article-title":"Clinical practice guideline for diagnostic testing for adult obstructive sleep apnea: an American Academy of sleep medicine clinical practice guideline","volume":"13","author":"Kapur","year":"2017","journal-title":"J. Clin. Sleep Med."},{"key":"ref18","doi-asserted-by":"publisher","first-page":"892","DOI":"10.1126\/science.adr3339","article-title":"NREM sleep improves behavioral performance by desynchronizing cortical circuits","volume":"386","author":"Kharas","year":"2024","journal-title":"Science"},{"key":"ref19","doi-asserted-by":"publisher","first-page":"1593","DOI":"10.5665\/sleep.2226","article-title":"Effects of continuous positive airway pressure on neurocognitive function in obstructive sleep apnea patients: the apnea positive pressure long-term efficacy study (APPLES)","volume":"35","author":"Kushida","year":"2012","journal-title":"Sleep"},{"key":"ref20","doi-asserted-by":"publisher","first-page":"250","DOI":"10.1093\/ajh\/hps016","article-title":"Dyslipidemia is associated with sympathetic nervous activation and impaired endothelial function in young females","volume":"26","author":"Lambert","year":"2013","journal-title":"Am. J. Hypertens."},{"key":"ref21","doi-asserted-by":"publisher","first-page":"218","DOI":"10.1038\/s41392-023-01496-3","article-title":"Pathophysiological mechanisms and therapeutic approaches in obstructive sleep apnea syndrome","volume":"8","author":"Lv","year":"2023","journal-title":"Signal Transduct. Target. Ther."},{"key":"ref22","doi-asserted-by":"publisher","first-page":"e13616","DOI":"10.1111\/jsr.13616","article-title":"Obstructive sleep apnea: transition from pathophysiology to an integrative disease model","volume":"31","author":"McNicholas","year":"2022","journal-title":"J. Sleep Res."},{"key":"ref23","doi-asserted-by":"publisher","first-page":"30","DOI":"10.1016\/j.neures.2017.04.018","article-title":"Hippocampal information processing across sleep\/wake cycles","volume":"118","author":"Mizuseki","year":"2017","journal-title":"Neurosci. Res."},{"key":"ref24","doi-asserted-by":"publisher","first-page":"943","DOI":"10.1161\/01.cir.97.10.943","article-title":"Contribution of tonic chemoreflex activation to sympathetic activity and blood pressure in patients with obstructive sleep apnea","volume":"97","author":"Narkiewicz","year":"1998","journal-title":"Circulation"},{"key":"ref25","doi-asserted-by":"publisher","first-page":"576","DOI":"10.1016\/j.sleep.2024.10.025","article-title":"Cardiopulmonary coupling predictors of blood pressure response to positive airway pressure therapy","volume":"124","author":"Ni","year":"2024","journal-title":"Sleep Med."},{"key":"ref26","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1016\/j.sleep.2023.03.027","article-title":"Predictors and consequences of residual apnea during positive airway pressure therapy","volume":"106","author":"Ni","year":"2023","journal-title":"Sleep Med."},{"key":"ref27","doi-asserted-by":"publisher","first-page":"335","DOI":"10.5664\/jcsm.7640","article-title":"Treatment of adult obstructive sleep apnea with positive airway pressure: an American Academy of sleep medicine clinical practice guideline","volume":"15","author":"Patil","year":"2019","journal-title":"J. Clin. Sleep Med."},{"key":"ref28","doi-asserted-by":"publisher","first-page":"1284","DOI":"10.1016\/s0895-7061(98)00159-9","article-title":"Contributions of hypoxia and respiratory disturbance index to sympathetic activation and blood pressure in obstructive sleep apnea syndrome","volume":"11","author":"Peled","year":"1998","journal-title":"Am. J. Hypertens."},{"key":"ref29","doi-asserted-by":"publisher","first-page":"20190230","DOI":"10.1098\/rstb.2019.0230","article-title":"A mechanism for learning with sleep spindles","volume":"375","author":"Peyrache","year":"2020","journal-title":"Philos. Trans. R. Soc. Lond. Ser. B Biol. Sci."},{"key":"ref30","doi-asserted-by":"publisher","first-page":"11(12)","DOI":"10.3390\/bs11120180","article-title":"Neurocognitive performance improvement after obstructive sleep apnea treatment: state of the art","volume":"11","author":"Pollicina","year":"2021","journal-title":"Behav Sci (Basel)"},{"key":"ref31","doi-asserted-by":"publisher","first-page":"9880","DOI":"10.3390\/ijms24129880","article-title":"Cognitive impairments, Neuroinflammation and blood-brain barrier permeability in mice exposed to chronic sleep fragmentation during the daylight period","volume":"24","author":"Puech","year":"2023","journal-title":"Int. J. Mol. Sci."},{"key":"ref32","doi-asserted-by":"publisher","first-page":"5545","DOI":"10.3390\/ijms21155545","article-title":"Exploring the mediators that promote carotid body dysfunction in type 2 diabetes and obesity related syndromes","volume":"21","author":"Sacramento","year":"2020","journal-title":"Int. J. Mol. Sci."},{"key":"ref33","doi-asserted-by":"publisher","first-page":"300","DOI":"10.3390\/brainsci10050300","article-title":"Boosting slow oscillations during sleep to improve memory function in elderly people: a review of the literature","volume":"10","author":"Salfi","year":"2020","journal-title":"Brain Sci."},{"key":"ref34","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1016\/j.smrv.2008.07.002","article-title":"CPAP and behavioral therapies in patients with obstructive sleep apnea: effects on daytime sleepiness, mood, and cognitive function","volume":"13","author":"S\u00e1nchez","year":"2009","journal-title":"Sleep Med. Rev."},{"key":"ref35","doi-asserted-by":"publisher","first-page":"3190","DOI":"10.1038\/s41467-021-23508-y","article-title":"Neurovascular coupling and oxygenation are decreased in hippocampus compared to neocortex because of microvascular differences","volume":"12","author":"Shaw","year":"2021","journal-title":"Nat. Commun."},{"key":"ref36","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1378\/chest.09-0791","article-title":"Effects of sleep fragmentation on glucose metabolism in normal subjects","volume":"137","author":"Stamatakis","year":"2010","journal-title":"Chest"},{"key":"ref37","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1161\/CIRCRESAHA.120.317114","article-title":"Sympathetic nervous system activation and vascular endothelial function with chronic hypoxia","volume":"127","author":"Swenson","year":"2020","journal-title":"Circ. Res."},{"key":"ref38","doi-asserted-by":"publisher","first-page":"1756","DOI":"10.1093\/sleep\/30.12.1756","article-title":"Differentiating obstructive from central and complex sleep apnea using an automated electrocardiogram-based method","volume":"30","author":"Thomas","year":"2007","journal-title":"Sleep"},{"key":"ref39","doi-asserted-by":"publisher","first-page":"1151","DOI":"10.1093\/sleep\/28.9.1151","article-title":"An electrocardiogram-based technique to assess cardiopulmonary coupling during sleep","volume":"28","author":"Thomas","year":"2005","journal-title":"Sleep"},{"key":"ref40","doi-asserted-by":"publisher","first-page":"zsx196","DOI":"10.1093\/sleep\/zsx196","article-title":"Cardiopulmonary coupling spectrogram as an ambulatory clinical biomarker of sleep stability and quality in health, sleep apnea, and insomnia","volume":"41","author":"Thomas","year":"2018","journal-title":"Sleep"},{"key":"ref41","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1016\/j.sleep.2020.03.017","article-title":"Obstructive sleep apnea, depression and cognitive impairment","volume":"72","author":"Vanek","year":"2020","journal-title":"Sleep Med."},{"key":"ref42","doi-asserted-by":"publisher","first-page":"887","DOI":"10.1378\/chest.120.3.887","article-title":"Effect of continuous positive airway pressure and placebo treatment on sympathetic nervous activity in patients with obstructive sleep apnea","volume":"120","author":"Ziegler","year":"2001","journal-title":"Chest"},{"key":"ref43","doi-asserted-by":"publisher","first-page":"2401183","DOI":"10.1183\/13993003.01183-2024","article-title":"Arousal threshold modifies the effect of CPAP on executive function among individuals with obstructive sleep apnoea","volume":"65","author":"Zinchuk","year":"2025","journal-title":"Eur. Respir. 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