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Study Objectives: Obstructive sleep apnea (OSA) disrupts sleep, leading to cognitive impairment and sleepiness, but risk stratification remains unclear. We developed an EEG-based arousal marker to quantify sleep fragmentation and assessed its associations with neurocognitive function and daytime sleepiness.
Methods: Arousal intensity was derived from EEG signals in 1070 APPLES (Apnea Positive Pressure Long-term Efficacy Study) study participants. We analyzed its associations with PSG parameters, cognitive function (Wechsler Abbreviated Scale of Intelligence, WASI), and sleepiness (Multiple Sleep Latency Test, MSLT; Epworth Sleepiness Scale, ESS). Stepwise regression identified predictors of cognitive function. Sensitivity analysis examined arousal intensity's link to 6-month CPAP outcomes (N = 419).
Results: Among OSA individuals, the AHI ranged from 10 to 130.7/h, the average arousal index was 26.75/h and a total of 235,835 arousal events were extracted. The arousal intensity was significantly greater for hypoxia-associated and desaturation-related events compared to hypopnea-associated or spontaneous arousals (p<0.001). It correlated negatively with age, PSG measures, and cognitive function. Adjusted models showed Delta-band arousal intensity negatively predicted WASI-Full scores (β = -3.24, p = 0.019). Higher Gamma-band intensity was associated with both greater subjective sleepiness (ESS: β = 0.03, p = 0.028) and increased CPAP-induced MSLT improvement (β = 0.12, p = 0.020).
Conclusions: Arousal intensity is a novel EEG marker for cognitive impairment and sleepiness in OSA, with potential clinical utility in predicting CPAP response. This EEG-based marker could be integrated into standard sleep analysis platforms to identify OSA patients at risk of cognitive impairment, enabling early intervention.
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http://dx.doi.org/10.1016/j.sleep.2025.106642 | DOI Listing |
Nat Sci Sleep
September 2025
Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, People's Republic of China.
Aim: Obstructive sleep apnea (OSA) is characterized by repetitive upper airway collapse during sleep, resulting in frequent cortical arousals. However, currently used frequency-based arousal metrics do not sufficiently capture the heterogeneity and clinical significance of arousal responses. The odds ratio product (ORP) is a novel electroencephalographic marker that provides a continuous assessment of sleep depth and has the potential to serve as an objective measure of arousal intensity.
View Article and Find Full Text PDFNeuropharmacology
September 2025
Department of Life Sciences, Ben-Gurion University of the Negev, 84105, Beer Sheva, Israel; Zelman Center for Brain Science Research, Ben-Gurion University of the Negev, 84105, Beer Sheva, Israel. Electronic address:
Norepinephrine (NE) is a key neuromodulator in the brain with a wide range of functions. It regulates arousal, attention, and the brain's response to stress, enhancing alertness and prioritizing relevant stimuli. In the auditory domain, NE modulates neural processing and plasticity in the auditory cortex by adjusting excitatory-inhibitory balance, tuning curves, and signal-to-noise ratio.
View Article and Find Full Text PDFNeuropsychopharmacol Rep
September 2025
Department of Anesthesiology and Pain Medicine, Juntendo University Faculty of Medicine, Tokyo, Japan.
Background: Although opioid analgesics may influence sleep in patients with chronic pain, the association between strong opioid use and sleep characteristics remains unclear. This study aimed to explore differences in sleep status among chronic pain patients with varying levels of opioid use.
Methods: A total of 29 patients with chronic non-cancer pain who had been under treatment for more than 6 months were included.
Psychiatry Res Neuroimaging
August 2025
Department of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, Hannover, Germany.
The neural correlates of treatment-resistant depression (TRD) are not fully elucidated. Brainstem functional connectivity (FC) in TRD has rarely been investigated, despite the assumed role of several brainstem nuclei in depression. 23 patients and 23 sex- and age-matched healthy controls underwent resting-state functional MRI.
View Article and Find Full Text PDFeNeuro
September 2025
Institute for Environmental Design & Engineering, University College London, London WC1H 0NN, United Kingdom.
When compared to nature sounds, exposure to mechanical sounds evokes higher levels of perceptual and physiological arousal, prompting the recruitment of attentional and physiological resources to elicit adaptive responses. However, it is unclear whether these attributes are solely related to the sound intensity of mechanical sounds, since in most real-world scenarios, mechanical sounds are present at high intensities, or if other acoustic or semantic factors are also at play. We measured the Skin Conductance Response (SCR), reflecting sympathetic nervous system (SNS) activity as well as the pleasantness and eventfulness of the soundscape across two passive and active listening tasks in (N = 25; 14 females, 11 males) healthy subjects.
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