Abstract
Purpose
Chronic intermittent hypoxia associated with obstructive sleep apnea (OSA) can affect neurons and glial cells, leading to cell stress and damage, and changes in brain-derived neurotrophic factor (BDNF) levels. This study investigated the relation between BDNF, OSA, and continuous positive airway pressure (CPAP) — the standard of care in patients with OSA.
Methods
Five databases were searched for studies that evaluated BDNF serum and/or plasma levels in patients with OSA and controls or publications assessing the effect of CPAP treatment on BDNF levels. We used standardized mean difference (SMD) with its 95% confidence interval (CI) comparison between patients with OSA and controls.
Results
Ten studies were included in our study assessing the relation between BDNF levels, OSA, and CPAP treatment. Five studies of BDNF levels in OSA compared to controls showed no significant difference (SMD = − 0.52, 95% CI [− 1.93; 0.89], p-value = 0.47). No statistically significant difference was found between CPAP treatment in patients with OSA and BDNF levels (SMD = − 0.78, 95% CI [− 1.77; 0.21], p-value = 0.12).
Conclusion
BDNF peripheral levels are not significantly altered in OSA or by its related treatment, preventing its use as a biomarker.
Similar content being viewed by others
Data availability
The datasets generated during and/or analyzed during the current study are available from the corresponding author upon reasonable request.
References
Franklin KA, Lindberg E (2015) Obstructive sleep apnea is a common disorder in the population-a review on the epidemiology of sleep apnea. J Thorac Dis 7(8):1311–1322
Fietze I, Laharnar N, Obst A, Ewert R, Felix SB, Garcia C et al (2019) Prevalence and association analysis of obstructive sleep apnea with gender and age differences - results of SHIP-Trend. J Sleep Res 28(5):e12770
Benjafield AV, Ayas NT, Eastwood PR, Heinzer R, Ip MSM, Morrell MJ et al (2019) Estimation of the global prevalence and burden of obstructive sleep apnoea: a literature-based analysis. Lancet Respir Med 7(8):687–698
Boyd SB, Walters AS (2013) Effectiveness of treatment apnea-hypopnea index: a mathematical estimate of the true apnea-hypopnea index in the home setting. J Oral Maxillofac Surg 71(2):351–357
Bagai K, Muldowney JAS 3rd, Song Y, Wang L, Bagai J, Artibee KJ et al (2014) Circadian variability of fibrinolytic markers and endothelial function in patients with obstructive sleep apnea. Sleep 37(2):359–367
Papaioannou I, Twigg GL, Kemp M, Roughton M, Hooper J, Morrell MJ et al (2012) Melatonin concentration as a marker of the circadian phase in patients with obstructive sleep apnoea. Sleep Med 13(2):167–171
Azagra-Calero E, Espinar-Escalona E, Barrera-Mora JM, Llamas-Carreras JM, Solano-Reina E (2012) Obstructive sleep apnea syndrome (OSAS). Review of the literature. Med Oral Patol Oral Cir Bucal 17(6):e925–e9
Flores KR, Viccaro F, Aquilini M, Scarpino S, Ronchetti F, Mancini R, Di Napoli A, Scozzi D, Ricci A (2020) Protective role of brain derived neurotrophic factor (BDNF) in obstructive sleep apnea syndrome (OSAS) patients. PloS one 15(1):e0227834
Beebe DW, Gozal D (2002) Obstructive sleep apnea and the prefrontal cortex: towards a comprehensive model linking nocturnal upper airway obstruction to daytime cognitive and behavioral deficits. J Sleep Res 11(1):1–16
Staats R, Stoll P, Zingler D, Virchow JC, Lommatzsch M (2005) Regulation of brain-derived neurotrophic factor (BDNF) during sleep apnoea treatment. Thorax 60(8):688–692
Ning Y, Zhang TS, Wen WW, Li K, Yang YX, Qin YW et al (2019) Effects of continuous positive airway pressure on cardiovascular biomarkers in patients with obstructive sleep apnea: a meta-analysis of randomized controlled trials. Sleep Breath 23(1):77–86
HM Engleman NJ Douglas 2004 Sleep 4: Sleepiness, cognitive function, and quality of life in obstructive sleep apnoea/hypopnoea syndrome Thorax 59 7 618 22
Autry AE, Monteggia LM (2012) Brain-derived neurotrophic factor and neuropsychiatric disorders. Pharmacol Rev 64(2):238–258
Binder DK, Scharfman HE (2004) Brain-derived neurotrophic factor. Growth Factors 22(3):123–131
Cunha C, Brambilla R, Thomas KL (2010) A simple role for BDNF in learning and memory? Front Mol Neurosci 3:1
Duman RS, Malberg J, Nakagawa S, D’Sa C (2000) Neuronal plasticity and survival in mood disorders. Biol Psychiatry 48(8):732–739
Fan TT, Chen WH, Shi L, Lin X, Tabarak S, Chen SJ, Que JY, Bao YP, Tang XD, Shi J, Lu L (2019) Objective sleep duration is associated with cognitive deficits in primary insomnia: BDNF may play a role. Sleep 42(1):zsy192
Faraguna U, Vyazovskiy VV, Nelson AB, Tononi G, Cirelli C (2008) A causal role for brain-derived neurotrophic factor in the homeostatic regulation of sleep. J Neurosci 28(15):4088–4095
Brzecka A (2005) Brain preconditioning and obstructive sleep apnea syndrome. Acta Neurobiol Exp (Wars) 65(2):213–220
Egan MF, Kojima M, Callicott JH, Goldberg TE, Kolachana BS, Bertolino A et al (2003) The BDNF val66met polymorphism affects activity-dependent secretion of BDNF and human memory and hippocampal function. Cell 112(2):257–269
Chen B, Dowlatshahi D, MacQueen GM, Wang JF, Young LT (2001) Increased hippocampal BDNF immunoreactivity in subjects treated with antidepressant medication. Biol Psychiatry 50(4):260–265
Tsai JC (2010) Neurological and neurobehavioral sequelae of obstructive sleep apnea. NeuroRehabilitation 26(1):85–94
Ali N, Pitson D, Stradling J (1996) Sleep disordered breathing: effects of adenotonsillectomy on behaviour and psychological functioning. Eur J Pediatr 155(1):56–62
Xie H, Yung Wh (2012) Chronic intermittent hypoxia-induced deficits in synaptic plasticity and neurocognitive functions: a role for brain-derived neurotrophic factor. Acta Pharmacologica Sinica. 33(1):5–10
Arslan B, Şemsi R, İriz A, Sepici DA (2021) The evaluation of serum brain-derived neurotrophic factor and neurofilament light chain levels in patients with obstructive sleep apnea syndrome. Laryngoscope Investig Otolaryngol 6(6):1466–1473
Wang WH, He GP, Xiao XP, Gu C, Chen HY (2012) Relationship between brain-derived neurotrophic factor and cognitive function of obstructive sleep apnea/hypopnea syndrome patients. Asian Pac J Trop Med 5(11):906–910
Panaree B, Chantana M, Wasana S, Chairat N (2011) Effects of obstructive sleep apnea on serum brain-derived neurotrophic factor protein, cortisol, and lipid levels. Sleep Breathing 15(4):649–656
Page MJ, McKenzie JE, Bossuyt PM, Boutron I, Hoffmann TC, Mulrow CD et al (2021) The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. Syst Rev 10(1):89
Wells GA, Shea B, O’Connell D, Peterson J, Welch V, Losos M, Tugwell P. The Newcastle-Ottawa Scale (NOS) for assessing the quality of nonrandomised studies in meta-analyses
Higgins JP, Thompson SG, Deeks JJ, Altman DG (2003) Measuring inconsistency in meta-analyses. BMJ 327(7414):557–560
Egger M, Davey Smith G, Schneider M, Minder C (1997) Bias in meta-analysis detected by a simple, graphical test. BMJ 315(7109):629–634
Begg CB, Mazumdar M (1994) Operating characteristics of a rank correlation test for publication bias. Biometrics 50(4):1088–1101
Mizoguchi Y, Oyama JI, Imamura Y, Node K, Monji A (2019) The effect of continuous positive airway pressure (CPAP) treatment on serum levels of proBDNF and mature BDNF in patients with obstructive sleep apnea. Sleep Breathing 23(3):889–892
Bahgat KA, Elhady M, Alkholy TAE, Elgaber FMA, Shipl W, Gobarah AA (2021) Brain-derived neurotrophic factor in relation to central obesity in children with sleep disordered breathing. Arch Med Sci 17(5):1332–1339
Makhout S, Vermeiren E, Van De Maele K, Bruyndonckx L, De Winter BY, Van Hoorenbeeck K et al (2021) The role of brain-derived neurotrophic factor in obstructive sleep apnea and endothelial function in a pediatric population with obesity. Front Med (Lausanne) 8:835515
Wang Y, Wang JJ, Zhao MQ, Liu SM, Li YZ (2010) Changes of serum brain-derived neurotrophic factor in children with obstructive sleep apnoea-hypopnoea syndrome following adenotonsillectomy. J Int Med Res 38(6):1942–1951
Campos-Rodriguez F, Asensio-Cruz MI, Cordero-Guevara J, Jurado-Gamez B, Carmona-Bernal C, Gonzalez-Martinez M, Troncoso MF, Sanchez-Lopez V, Arellano-Orden E, Garcia-Sanchez MI, Martinez-Garcia MA (2019) Effect of continuous positive airway pressure on inflammatory, antioxidant, and depression biomarkers in women with obstructive sleep apnea: a randomized controlled trial. Sleep 42(10):zsz145
Vermehren-Schmaedick A, Jenkins VK, Knopp SJ, Balkowiec A, Bissonnette JM (2012) Acute intermittent hypoxia-induced expression of brain-derived neurotrophic factor is disrupted in the brainstem of methyl-CpG-binding protein 2 null mice. Neuroscience 206:1–6
Stanzani L, Zoia C, Sala G, Appollonio I, Frattola L, De Simoni M et al (2001) Nerve growth factor and transforming growth factor-β serum levels in acute stroke patients. Cerebrovasc Dis 12(3):240–244
Satriotomo I, Nichols N, Dale E, Emery A, Dahlberg J, Mitchell G (2016) Repetitive acute intermittent hypoxia increases growth/neurotrophic factor expression in non-respiratory motor neurons. Neuroscience 322:479–488
Lommatzsch M, Zingler D, Schuhbaeck K, Schloetcke K, Zingler C, Schuff-Werner P et al (2005) The impact of age, weight and gender on BDNF levels in human platelets and plasma. Neurobiol Aging 26(1):115–123
Suwa M, Kishimoto H, Nofuji Y, Nakano H, Sasaki H, Radak Z et al (2006) Serum brain-derived neurotrophic factor level is increased and associated with obesity in newly diagnosed female patients with type 2 diabetes mellitus. Metabolism 55(7):852–857
Golden E, Emiliano A, Maudsley S, Windham BG, Carlson OD, Egan JM et al (2010) Circulating brain-derived neurotrophic factor and indices of metabolic and cardiovascular health: data from the Baltimore Longitudinal Study of Aging. PLoS ONE 5(4):e10099
Hubold C, Lang UE, Gehring H, Schultes B, Schweiger U, Peters A et al (2009) Increased serum brain-derived neurotrophic factor protein upon hypoxia in healthy young men. J Neural Transm 116(10):1221–1225
Sei H, Saitoh D, Yamamoto K, Morita K, Morita Y (2000) Differential effect of short-term REM sleep deprivation on NGF and BDNF protein levels in the rat brain. Brain Res 877(2):387–390
Mysliwiec V, Martin JL, Ulmer CS, Chowdhuri S, Brock MS, Spevak C et al (2020) The management of chronic insomnia disorder and obstructive sleep apnea: synopsis of the 2019 U.S. Department of Veterans Affairs and U.S. Department of Defense Clinical Practice Guidelines. Ann Intern Med 172(5):325–36
Fujimura H, Altar CA, Chen R, Nakamura T, Nakahashi T, Kambayashi J-i et al (2002) Brain-derived neurotrophic factor is stored in human platelets and released by agonist stimulation. Thromb haemost. 87(04):728–34
Author information
Authors and Affiliations
Contributions
AK and AHB: study design, drafting of the manuscript, analysis, and data interpretation; PS: drafting of the manuscript and revision; BS: drafting of the manuscript; ALT: drafting of the manuscript and critical revision; NR: study design and critical revision.
Corresponding author
Ethics declarations
Ethics approval
For this type of study, formal consent is not required.
Informed consent
This article does not contain any studies with human participants performed by any of the authors.
Conflict of interest
The authors declare no competing interests.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Khalaji, A., Behnoush, A.H., Shobeiri, P. et al. Association between brain-derived neurotrophic factor levels and obstructive sleep apnea: a systematic review and meta-analysis. Sleep Breath 27, 829–841 (2023). https://doi.org/10.1007/s11325-022-02707-x
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11325-022-02707-x