Bokov P, Matrot B, Medjahdi N, Boureghda S, Essalhi M, Konofal E. Cross-sectional study of loop gain abnormalities in childhood obstructive sleep apnea syndrome. Sleep Med 2020, 69: 172–178.

Article  PubMed  Google Scholar 

Lo Bue A, Salvaggio A, Insalaco G. Obstructive sleep apnea in developmental age. A narrative review. Eur J Pediatr 2020, 179: 357–365.

Article  PubMed  Google Scholar 

Yu PK, Radcliffe J, Gerry Taylor H, Amin RS, Baldassari CM, Boswick T, et al. Neurobehavioral morbidity of pediatric mild sleep-disordered breathing and obstructive sleep apnea. Sleep 2022, 45: zsac035.

Article  PubMed  PubMed Central  Google Scholar 

Rosenzweig I, Glasser M, Polsek D, Leschziner GD, Williams SCR, Morrell MJ. Sleep apnoea and the brain: A complex relationship. Lancet Respir Med 2015, 3: 404–414.

Article  PubMed  Google Scholar 

Baker-Smith CM, Isaiah A, Melendres MC, Mahgerefteh J, Lasso-Pirot A, Mayo S, et al. Sleep-disordered breathing and cardiovascular disease in children and adolescents: A scientific statement from the American Heart Association. J Am Heart Assoc 2021, 10: e022427.

Article  PubMed  PubMed Central  Google Scholar 

da Silva Gusmão Cardoso T, Pompéia S, Miranda MC. Cognitive and behavioral effects of obstructive sleep apnea syndrome in children: A systematic literature review. Sleep Med 2018, 46: 46–55.

Article  PubMed  Google Scholar 

Macey PM, Kheirandish-Gozal L, Prasad JP, Ma RA, Kumar R, Philby MF, et al. Altered regional brain cortical thickness in pediatric obstructive sleep apnea. Front Neurol 2018, 9: 4.

Article  PubMed  PubMed Central  Google Scholar 

Mei L, Li X, Wang S, Si R, Ji T, Xu Z, et al. The impacts of obstructive sleep apnea severity on brain white matter integrity and cognitive functions in children: A diffusion tensor imaging study. Nat Sci Sleep 2021, 13: 2125–2135.

Article  PubMed  PubMed Central  Google Scholar 

Musso MF, Lindsey HM, Wilde EA, Hunter JV, Glaze DG, Goodrich-Hunsaker NJ, et al. Volumetric brain magnetic resonance imaging analysis in children with obstructive sleep apnea. Int J Pediatr Otorhinolaryngol 2020, 138: 110369.

Article  PubMed  Google Scholar 

Torres-Lopez LV, Cadenas-Sanchez C, Migueles JH, Esteban-Cornejo I, Molina-Garcia PH, Hillman C, et al. Does sleep-disordered breathing add to impairments in academic performance and brain structure usually observed in children with overweight/obesity? Eur J Pediatr 2022, 181: 2055–2065.

Article  PubMed  PubMed Central  Google Scholar 

Lu MK, Tan HP, Tsai IN, Huang LC, Liao XM, Lin SH. Sleep apnea is associated with an increased risk of mood disorders: A population-based cohort study. Sleep Breath 2017, 21: 243–253.

Article  PubMed  Google Scholar 

Csábi E, Gaál V, Hallgató E, Schulcz RA, Katona G, Benedek P. Increased behavioral problems in children with sleep-disordered breathing. Ital J Pediatr 2022, 48: 173.

Article  PubMed  PubMed Central  Google Scholar 

Tamanyan K, Walter LM, Weichard A, Davey MJ, Nixon GM, Biggs SN, et al. Age effects on cerebral oxygenation and behavior in children with sleep-disordered breathing. Am J Respir Crit Care Med 2018, 197: 1468–1477.

Article  PubMed  CAS  Google Scholar 

Brockmann PE, Damiani F, Pincheira E, Daiber F, Ruiz S, Aboitiz F, et al. Sleep spindle activity in children with obstructive sleep apnea as a marker of neurocognitive performance: A pilot study. Eur J Paediatr Neurol 2018, 22: 434–439.

Article  PubMed  Google Scholar 

Chervin RD, Garetz SL, Ruzicka DL, Hodges EK, Giordani BJ, Dillon JE, et al. Do respiratory cycle-related EEG changes or arousals from sleep predict neurobehavioral deficits and response to adenotonsillectomy in children? J Clin Sleep Med 2014, 10: 903–911.

Article  PubMed  PubMed Central  Google Scholar 

Gutiérrez-Tobal GC, Gomez-Pilar J, Kheirandish-Gozal L, Martín-Montero A, Poza J, Álvarez D, et al. Pediatric sleep apnea: The overnight electroencephalogram as a phenotypic biomarker. Front Neurosci 2021, 15: 644697.

Article  PubMed  PubMed Central  Google Scholar 

Bandla HP, Gozal D. Dynamic changes in EEG spectra during obstructive apnea in children. Pediatr Pulmonol 2000, 29: 359–365.

Article  PubMed  CAS  Google Scholar 

Dingli K, Assimakopoulos T, Fietze I, Witt C, Wraith PK, Douglas NJ. Electroencephalographic spectral analysis: Detection of cortical activity changes in sleep apnoea patients. Eur Respir J 2002, 20: 1246–1253.

Article  PubMed  CAS  Google Scholar 

Zhou G, Pan Y, Yang J, Zhang X, Guo X, Luo Y. Sleep electroencephalographic response to respiratory events in patients with moderate sleep apnea-hypopnea syndrome. Front Neurosci 2020, 14: 310.

Article  PubMed  PubMed Central  Google Scholar 

Zhao X, Wang Y, Zhang Y, Wang H, Ren J, Yan F, et al. Propofol-induced anesthesia alters corticocortical functional connectivity in the human brain: An EEG source space analysis. Neurosci Bull 2021, 37: 563–568.

Article  PubMed  PubMed Central  CAS  Google Scholar 

Niu W, Jiang Y, Zhang X, Jiang T, Zhang Y, Yu S. Changes of effective connectivity in the alpha band characterize differential processing of audiovisual information in cross-modal selective attention. Neurosci Bull 2020, 36: 1009–1022.

Article  PubMed  PubMed Central  Google Scholar 

Staniek M, Lehnertz K. Symbolic transfer entropy. Phys Rev Lett 2008, 100: 158101.

Article  PubMed  Google Scholar 

Lehnertz K, Dickten H. Assessing directionality and strength of coupling through symbolic analysis: An application to epilepsy patients. Philos Trans A Math Phys Eng Sci 2015, 373: 20140094.

PubMed  PubMed Central  Google Scholar 

Zubler F, Seiler A, Horvath T, Roth C, Miano S, Rummel C, et al. Stroke causes a transient imbalance of interhemispheric information flow in EEG during non-REM sleep. Clin Neurophysiol 2018, 129: 1418–1426.

Article  PubMed  Google Scholar 

Zhou GL, Pan Y, Liao YY, Liang JX, Zhang XM, Luo YX. Short-term impact of sleep apnea/hypopnea on the interaction between various cortical areas. Clin EEG Neurosci 2021, 52: 296–306.

Article  PubMed  Google Scholar 

Pan Y, Yang J, Zhang T, Wen J, Pang F, Luo Y. Characterization of the abnormal cortical effective connectivity in patients with sleep apnea hypopnea syndrome during sleep. Comput Meth Programs Biomed 2021, 204: 106060.

Article  Google Scholar 

Sateia MJ. International classification of sleep disorders-third edition. Chest 2014, 146: 1387–1394.

Article  PubMed  Google Scholar 

Berry RB, Brooks R, Gamaldo C, Harding SM, Lloyd RM, Quan SF, et al. AASM scoring manual updates for 2017 (version 2.4). J Clin Sleep Med 2017, 13: 665–666.

Article  PubMed  PubMed Central  Google Scholar 

Vicente R, Wibral M, Lindner M, Pipa G. Transfer entropy—a model-free measure of effective connectivity for the neurosciences. J Comput Neurosci 2011, 30: 45–67.

Article  PubMed  Google Scholar 

Shi N, Pang F, Chen J, Lin M, Liang J. Abnormal interaction between cortical regions of obstructive sleep apnea hypopnea syndrome children. Cereb Cortex 2023, 33: 10332–10340.

Article  PubMed  PubMed Central  Google Scholar 

Zhang T, Pan Y, Lian J, Pang F, Wen J, Luo Y. Regional characterization of functional connectivity in patients with sleep apnea hypopnea syndrome during sleep. Physiol Meas 2021, 42. doi: https://doi.org/10.1088/1361-6579/ac0e83.

D’Rozario AL, Cross NE, Vakulin A, Bartlett DJ, Wong KKH, Wang D, et al. Quantitative electroencephalogram measures in adult obstructive sleep apnea - Potential biomarkers of neurobehavioural functioning. Sleep Med Rev 2017, 36: 29–42.

Article  PubMed  Google Scholar 

Svanborg E, Guilleminault C. EEG frequency changes during sleep apneas. Sleep 1996, 19: 248–254.

PubMed  CAS  Google Scholar