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Copyright ©The Author(s) 2024. Published by Baishideng Publishing Group Inc. All rights reserved.
World J Clin Cases. Dec 16, 2024; 12(35): 6754-6759
Published online Dec 16, 2024. doi: 10.12998/wjcc.v12.i35.6754
Update on the aetiopathogenesis of obstructive sleep apnea: Role of inflammatory and immune mediated mechanisms
Deb Sanjay Nag, Koshy Varghese, Amlan Swain, Roushan Patel, Seelora Sahu, Merina Sam, Department of Anaesthesiology, Tata Main Hospital, Jamshedpur 831001, Jharkhand, India
Amlan Swain, Roushan Patel, Seelora Sahu, Department of Anaesthesiology, Manipal Tata Medical College, Jamshedpur 831017, India
ORCID number: Deb Sanjay Nag (0000-0003-2200-9324); Amlan Swain (0000-0002-0810-7262).
Author contributions: Nag DS, Varghese K, Swain A, Patel R, Sahu S, Sam M contributed to this paper; Nag DS and Varghese K designed the overall concept and outline of the manuscript; Varghese K, Swain A, Patel R, and Sam M contributed to the discussion and design of the manuscript and review of literature; Nag DS, Varghese K, Swain A, Patel R, Sahu S, and Sam M contributed to the writing and editing of the manuscript; Sahu S, Patel R, and Sam M contributed in the reference indexing and formatting of the manuscript.
Conflict-of-interest statement: All authors have no conflicts of interest to disclose.
Open-Access: This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: https://creativecommons.org/Licenses/by-nc/4.0/
Corresponding author: Deb Sanjay Nag, MD, Doctor, Department of Anaesthesiology, Tata Main Hospital, C Road West, Northern Town, Bistupur, Jamshedpur 831001, Jharkhand, India. ds.nag@tatasteel.com
Received: March 10, 2024
Revised: August 19, 2024
Accepted: September 9, 2024
Published online: December 16, 2024
Processing time: 228 Days and 3.6 Hours

Abstract

Obstructive sleep apnea (OSA) is often a lifestyle disease associated with obesity, which is rapidly evolving as a major health concern with diverse multisystemic implications. To prevent and mitigate its adverse effects and reduce its burden on society, its aetiopathogeneses must be precisely understood. Numerous studies focusing on the range of diverse anatomic, functional, and lifestyle factors have already been carried out to determine the possible contributory roles of these factors in OSA. Recently, evidence to validate the role of inflammatory pathways and immune mechanisms in the aetiopathogeneses of OSA is being developed. This allows for further research and translation of such knowledge for targeted therapeutic and preventive interventions in patients with or who are at risk of developing OSA.

Key Words: Sleep apnea; Obstructive; Polysomnography; Mendelian randomization analysis; Cytokines; C-reactive protein

Core Tip: Although sleep-disordered breathing is any abnormal respiration that occurs during sleep, obstructive sleep apnea (OSA) is the most common sleep-related breathing disorder. Its pathogenesis involves a complex interplay of anatomical and functional factors, along with immune cell dysfunction owing to chronic intermittent hypoxia-induced oxidative stress. Thus, to develop specific therapeutic modalities and enhance clinical outcomes in patients with or who are at risk of OSA, these mechanisms must be understood.



INTRODUCTION

Sleep-disordered breathing is any abnormal respiration taking place during sleep. Obstructive sleep apnea (OSA), the most common sleep-related breathing disorder, is characterized by recurrent partial or complete obstruction of the upper airway, which results in hypopnea and apnea. This causes sleep fragmentation, intermittent hypoxia, and hypercapnia, which leads to increased sympathetic nervous system activity[1]. Excessive daytime sleepiness in conjunction with OSA is termed OSA syndrome (OSAS)[2].

Comprehensive in-laboratory polysomnography is the gold standard method employed to diagnose sleep-disordered breathing. The apnea–hypopnea index (AHI) is the main outcome utilized to define OSA severity. An airflow reduction of 90% or more for at least 10 s is termed apnea, and the recommended definition of hypopnea is at least 30% airflow reduction for ≥ 10 s with a ≥ 3% decrease in oxygen saturation or arousal. OSA severity based on AHI scores is defined as follows: No OSAS if AHI < 5, mild OSAS if AHI 5–15, moderate OSAS if AHI 15–30, and severe OSAS if AHI > 30[3].

The prevalence of OSA has increased (in developed countries—males 15%, females 5%), and associated morbidity and mortality in adults have been increasing[4,5]. OSA has significant implications for cardiovascular health, neurocognitive function, mental illness, quality of life, and driving safety[6]. OSA is an independent risk factor for hypertension, coronary artery disease, and stroke[7-9]. Moreover, OSA is associated with metabolic syndrome (insulin resistance and type 2 diabetes mellitus), in which adipokines and oxidative stress have been implicated[10,11]. Recent studies revealed that OSA is associated with immune cell dysfunction[12,13]. Furthermore, OSAS has shown an association with cardiovascular disease and cancer[13-15]. Research on how the complicated interaction between inflammatory mediators and immune cells impact the development and severity of OSA is also evolving[13]. Additional genomic association studies in large cohorts can offer additional insights into the role of signal variants in certain specific genes, which may predict their role in affected families[13]. Mendelian randomization has employed epidemiological causality to define the specific impact of the characteristics of the immune cells and their role in OSA[13].

This article aims to elaborate on the aetiopathogenic mechanisms of OSA, especially emphasizing the role of inflammatory and immune-mediated mechanisms.

AETIOPATHOGENESIS
Current evidence

The available evidence reveals that OSA is a multifactorial disease[16]. This current evidence is summarized in Table 1 (Multifactorial causes of OSA).

Table 1 Multifactorial causes of obstructive sleep apnea.
Anatomic factors
Nonanatomic factors
Functional factors
Miscellaneous
Micrognathia, retrognathia; facial elongation; mandibular hypoplasia; adenoid and tonsillar hypertrophy; inferior displacement of the hyoidCentral fat distribution; obesity, BMI > 30 kg/m2; advanced age; male gender; supine sleeping position; pregnancyImpaired pharyngeal dilator muscle function; low respiratory arousal threshold; unstable control of breathingAlcohol use; smoking; sedatives and hypnotics use; hereditary

These factors can be broadly categorized as anatomical and functional factors. The main known cause of OSA is the impaired anatomy of the upper airway. Anatomical causes such as a narrow pharyngeal airway, a longer airway, and certain pharyngeal lumen shapes are all associated with the propensity for pharyngeal collapse during sleep[17].

The functional factors comprise impaired pharyngeal dilator muscle function, premature awakening to mild airway narrowing (low respiratory arousal threshold), and unstable control of breathing[2,15].

On falling asleep, the central respiratory drive and pharyngeal dilator muscle activity in OSA patients is decreased. This along with some degree of upper airway narrowing increases their upper airway resistance. Currently, the balance between the airway forces that tend to close or open the airway tilts unfavorably against the forces that attempt to keep the airway open. This eventually results in partial or complete airway collapse, which leads to hypopnea or total apnea. Based on this, two authors independently searched PubMed databases from inception to January 14, 2024. Furthermore, this review considers the study by Zhao et al[13].

EVOLVING EVIDENCE
Role of inflammatory and immune-mediated mechanisms

Activation of inflammatory pathway and systemic inflammatory response: The core of OSA pathogenesis is the regular intermittent hypoxia-induced oxidative stress and formation of superoxide ions. This establishes a chronic proinflammatory state with activation of inflammatory pathways and subsequent endothelial and immune cell dysfunction[18].

The proinflammatory transcription factor, nuclear kappa factor B, and an elevated level of proinflammatory cytokines, including tumour necrosis factor alpha, interleukins 6 (IL-6), and 1 beta (IL-1β), serve as key mediators of inflammation, which, when activated, orchestrate a cascade of the immune response[19,20].

Studies revealed that IL-6 and IL-8 are higher in patients with OSA and correlate with AHI[21,22]. A metanalytic investigation into causal analysis between altered levels of ILs and OSA demonstrated that although most ILs (IL-1β, IL-2, IL-4, IL-6, IL-8, IL-12, IL-17, IL-18, and IL-23) increased and IL-10 Levels decreased in OSA, a significant causal relationship could not be found. Interestingly, the same study reported that treatment of OSA lowers IL-1β, IL-6, and IL-8[23].

Biomarkers of inflammation and OSA: Recent research has shown that OSA is associated with biomarkers of inflammation. The inflammatory biomarkers of interest include C-reactive protein (CRP), fibrinogen, and erythrocyte sedimentation rate (ESR)[24-26]. Combination of these biomarkers has also been studied, which potentially helps to screen and monitor patients with OSA[27]. A study by Elfeky et al[27] found that along with comorbidities, ESR, CRP, and systemic inflammatory markers such as SIRI (systemic inflammatory response index) correlate with OSA severity. The positive correlation of SIRI with OSA severity is in agreement with another recent study by Díaz-García et al[28], which postulated that activation of inflammasomes is critical in OSA pathophysiology.

Neutrophil lymphocyte ratio and OSA: A meta-analysis that investigated the association of neutrophil lymphocyte ratio (NLR) with OSA revealed that the NLR of patients with OSA is higher than that of controls. The findings of the meta-analysis suggest that NLR is a reliable marker that can be utilized to predict disease progression and detect systemic inflammation in patients with OSA[29]. As both neutrophils and lymphocytes play vital roles in the release of inflammatory mediators, their ratios or absolute counts can indicate the inflammatory status[30]. Moreover, the reduction in the inflammatory markers with continuous-positive airway pressure therapy validates its role in OSA[30].

Immune cell infiltration in OSA: The entry of neutrophils and macrophages into the mucous membrane of the upper airway causes persistent inflammation tissue inflammation, which leads to changes in airway structure. This contributed to the worsening of OSA severity. Recurrent upper respiratory tract infection due to deranged respiratory immunity further exacerbates the upper airway obstruction[31]. Animal studies have shown that intermittent hypoxia increases oxidative stress and decreases antioxidant activity[30]. Nonetheless, to establish causality, further studies are required[30].

Endothelial dysfunction in OSA: Oxidative shear stress to the vascular endothelium results in endothelial dysfunction and vascular remodeling, which contributes to systemic vascular complications and atherosclerosis. These complications, along with the neurohormonal alterations induced by hypoxia-mediated sympathetic overactivity and multiple arousals, cause blood pressure surges resulting in hypertension[32,33]. Cyclical hypoxia in OSA can provoke oxidative stress and adversely impact vascular endothelial function[32].

Adipokine dysregulation in OSA: Adipose tissue serves as a reservoir of immune-modulating adipokines. Dysregulation of adipokines in OSA contributes to systemic inflammation, insulin resistance, and dyslipidemia. Leptin, adiponectin, and other adipokines are involved in immune dysregulation and pathogenesis of OSA-related complications[34].

Circadian rhythm disruption in OSA: Circadian rhythms are 24-h biological clocks that regulate a myriad of physiological processes, such as the sleep–wake cycle, hormone secretion, and metabolism, and modulate the immune response[35-37]. Research is now being directed to analyze differential genes and associated pathways in patients with OSA as well as its effects on immune cell infiltration. The idea is to examine whether regulation of genes related to circadian rhythm could impact disease progression in OSA[38].

Table 2 (Immune cell and obstructive sleep apnea) summarizes the impact of immune cells on OSA, and Table 3 (Inflammatory mediators and obstructive sleep apnea) summarizes the impact of inflammatory mediators.

Table 2 Immune cell and obstructive sleep apnea.
Immune cells
Effect
MonocyteThere were significant alterations in the distribution of monocyte subsets in response to OSAS, characterized by an increase in intermediate and non-classical monocytes and a decrease in classical monocytes[12]
NeutrophilsOSA is independently associated with increased neutrophil counts and inflammation[38]
B-lymphocytesWhen B cells are depleted or dysregulated, it can lead to an imbalance in the immune system, potentially resulting in increased inflammation as seen in OSA[38]
T-lymphocytesThere is an imbalance of CD4+ and CD8+ cells in individuals with OSAS, with a high proportion of CD8+ cells and a low proportion of CD4+ cells. These changes are dependent on the AHI[38]
Neutrophil lymphocyte ratioNLR increases and is directly correlates with AHI[28]
Table 3 Inflammatory mediators and obstructive sleep apnea.
Inflammatory Mediators
Effect
TNF-αElevated levels of inflammatory
IL-6, IL-8, CRP, ESRMarkers correlate with severity of OSA[22,25,38]
Adipokines
Key adipokines studied include: Leptin, Chemerin, Resistin, Adiponectin, Omentin-1OSA is associated with elevated levels of leptin, chemerin, and resistin, and decreased levels of adiponectin and omentin-1. These changes may contribute to metabolic dysfunction, inflammation, and cardiovascular risks[38]
CONCLUSION

OSA pathogenesis involves a complex interplay of anatomical and functional factors along with immune cell dysfunction caused by chronic intermittent hypoxia-induced oxidative stress. This dysregulation contributes to systemic inflammation, endothelial dysfunction, and metabolic disturbances, exacerbating OSA severity and associated comorbidities. Therefore, these mechanisms must be understood to develop targeted therapies and improve clinical outcomes in OSA patients. To establish the specific role of each inflammatory pathway and immune modulator, further large multicentric trials are needed, to develop specific therapeutic interventions necessary to provide clinically relevant benefits.

Footnotes

Provenance and peer review: Invited article; Externally peer reviewed.

Peer-review model: Single blind

Corresponding Author's Membership in Professional Societies: Indian Society of Anaesthesiology, S2863.

Specialty type: Anesthesiology

Country of origin: India

Peer-review report’s classification

Scientific Quality: Grade D, Grade D

Novelty: Grade C, Grade C

Creativity or Innovation: Grade C, Grade C

Scientific Significance: Grade C, Grade C

P-Reviewer: Qiang Z; Zhang YD S-Editor: Liu JH L-Editor: A P-Editor: Zhang L

References
1.  Malhotra A, White DP. Obstructive sleep apnoea. Lancet. 2002;360:237-245.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 723]  [Cited by in F6Publishing: 701]  [Article Influence: 31.9]  [Reference Citation Analysis (0)]
2.  Spicuzza L, Caruso D, Di Maria G. Obstructive sleep apnoea syndrome and its management. Ther Adv Chronic Dis. 2015;6:273-285.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 138]  [Cited by in F6Publishing: 151]  [Article Influence: 16.8]  [Reference Citation Analysis (0)]
3.  Osman AM, Carter SG, Carberry JC, Eckert DJ. Obstructive sleep apnea: current perspectives. Nat Sci Sleep. 2018;10:21-34.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 199]  [Cited by in F6Publishing: 228]  [Article Influence: 38.0]  [Reference Citation Analysis (0)]
4.  Suri TM, Ghosh T, Mittal S, Hadda V, Madan K, Mohan A. Systematic review and meta-analysis of the prevalence of obstructive sleep apnea in Indian adults. Sleep Med Rev. 2023;71:101829.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in F6Publishing: 4]  [Reference Citation Analysis (0)]
5.  Lisik D, Pires GN, Zou D. Perspective: Systematic review and meta-analysis in obstructive sleep apnea - What is lacking? Sleep Med. 2023;111:54-61.  [PubMed]  [DOI]  [Cited in This Article: ]  [Reference Citation Analysis (0)]
6.  Yeghiazarians Y, Jneid H, Tietjens JR, Redline S, Brown DL, El-Sherif N, Mehra R, Bozkurt B, Ndumele CE, Somers VK. Obstructive Sleep Apnea and Cardiovascular Disease: A Scientific Statement From the American Heart Association. Circulation. 2021;144:e56-e67.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 71]  [Cited by in F6Publishing: 469]  [Article Influence: 156.3]  [Reference Citation Analysis (0)]
7.  Yuan F, Zhang S, Liu X, Liu Y. Correlation between obstructive sleep apnea hypopnea syndrome and hypertension: a systematic review and meta-analysis. Ann Palliat Med. 2021;10:12251-12261.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 1]  [Cited by in F6Publishing: 10]  [Article Influence: 3.3]  [Reference Citation Analysis (0)]
8.  Shah NA, Yaggi HK, Concato J, Mohsenin V. Obstructive sleep apnea as a risk factor for coronary events or cardiovascular death. Sleep Breath. 2010;14:131-136.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 148]  [Cited by in F6Publishing: 171]  [Article Influence: 11.4]  [Reference Citation Analysis (0)]
9.  Loke YK, Brown JW, Kwok CS, Niruban A, Myint PK. Association of obstructive sleep apnea with risk of serious cardiovascular events: a systematic review and meta-analysis. Circ Cardiovasc Qual Outcomes. 2012;5:720-728.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 209]  [Cited by in F6Publishing: 248]  [Article Influence: 20.7]  [Reference Citation Analysis (0)]
10.  Xu S, Wan Y, Xu M, Ming J, Xing Y, An F, Ji Q. The association between obstructive sleep apnea and metabolic syndrome: a systematic review and meta-analysis. BMC Pulm Med. 2015;15:105.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 67]  [Cited by in F6Publishing: 86]  [Article Influence: 9.6]  [Reference Citation Analysis (0)]
11.  Drager LF, Togeiro SM, Polotsky VY, Lorenzi-Filho G. Obstructive sleep apnea: a cardiometabolic risk in obesity and the metabolic syndrome. J Am Coll Cardiol. 2013;62:569-576.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 436]  [Cited by in F6Publishing: 515]  [Article Influence: 46.8]  [Reference Citation Analysis (0)]
12.  Polasky C, Steffen A, Loyal K, Lange C, Bruchhage KL, Pries R. Redistribution of Monocyte Subsets in Obstructive Sleep Apnea Syndrome Patients Leads to an Imbalanced PD-1/PD-L1 Cross-Talk with CD4/CD8 T Cells. J Immunol. 2021;206:51-58.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 8]  [Cited by in F6Publishing: 21]  [Article Influence: 5.3]  [Reference Citation Analysis (0)]
13.  Zhao HH, Ma Z, Guan DS. Causal role of immune cells in obstructive sleep apnea hypopnea syndrome: Mendelian randomization study. World J Clin Cases. 2024;12:1227-1234.  [PubMed]  [DOI]  [Cited in This Article: ]  [Reference Citation Analysis (0)]
14.  Ge L, Guyatt G, Tian J, Pan B, Chang Y, Chen Y, Li H, Zhang J, Li Y, Ling J, Yang K. Insomnia and risk of mortality from all-cause, cardiovascular disease, and cancer: Systematic review and meta-analysis of prospective cohort studies. Sleep Med Rev. 2019;48:101215.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 51]  [Cited by in F6Publishing: 104]  [Article Influence: 20.8]  [Reference Citation Analysis (0)]
15.  Kendzerska T, Povitz M, Leung RS, Boulos MI, McIsaac DI, Murray BJ, Bryson GL, Talarico R, Hilton JF, Malhotra A, Gershon AS. Obstructive Sleep Apnea and Incident Cancer: A Large Retrospective Multicenter Clinical Cohort Study. Cancer Epidemiol Biomarkers Prev. 2021;30:295-304.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 14]  [Cited by in F6Publishing: 48]  [Article Influence: 12.0]  [Reference Citation Analysis (0)]
16.  Platon AL, Stelea CG, Boișteanu O, Patrascanu E, Zetu IN, Roșu SN, Trifan V, Palade DO. An Update on Obstructive Sleep Apnea Syndrome-A Literature Review. Medicina (Kaunas). 2023;59.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 2]  [Cited by in F6Publishing: 3]  [Article Influence: 3.0]  [Reference Citation Analysis (0)]
17.  Schwab RJ, Gupta KB, Gefter WB, Metzger LJ, Hoffman EA, Pack AI. Upper airway and soft tissue anatomy in normal subjects and patients with sleep-disordered breathing. Significance of the lateral pharyngeal walls. Am J Respir Crit Care Med. 1995;152:1673-1689.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 536]  [Cited by in F6Publishing: 483]  [Article Influence: 16.7]  [Reference Citation Analysis (0)]
18.  Ludwig K, Huppertz T, Radsak M, Gouveris H. Cellular Immune Dysfunction in Obstructive Sleep Apnea. Front Surg. 2022;9:890377.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in F6Publishing: 26]  [Reference Citation Analysis (0)]
19.  Alberti A, Sarchielli P, Gallinella E, Floridi A, Floridi A, Mazzotta G, Gallai V. Plasma cytokine levels in patients with obstructive sleep apnea syndrome: a preliminary study. J Sleep Res. 2003;12:305-311.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 118]  [Cited by in F6Publishing: 119]  [Article Influence: 5.7]  [Reference Citation Analysis (0)]
20.  Htoo AK, Greenberg H, Tongia S, Chen G, Henderson T, Wilson D, Liu SF. Activation of nuclear factor kappaB in obstructive sleep apnea: a pathway leading to systemic inflammation. Sleep Breath. 2006;10:43-50.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 122]  [Cited by in F6Publishing: 141]  [Article Influence: 7.8]  [Reference Citation Analysis (0)]
21.  Ciftci TU, Kokturk O, Bukan N, Bilgihan A. The relationship between serum cytokine levels with obesity and obstructive sleep apnea syndrome. Cytokine. 2004;28:87-91.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 185]  [Cited by in F6Publishing: 196]  [Article Influence: 10.3]  [Reference Citation Analysis (0)]
22.  Yokoe T, Minoguchi K, Matsuo H, Oda N, Minoguchi H, Yoshino G, Hirano T, Adachi M. Elevated levels of C-reactive protein and interleukin-6 in patients with obstructive sleep apnea syndrome are decreased by nasal continuous positive airway pressure. Circulation. 2003;107:1129-1134.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 654]  [Cited by in F6Publishing: 645]  [Article Influence: 30.7]  [Reference Citation Analysis (0)]
23.  Li K, Wei P, Qin Y, Wei Y. Is C-reactive protein a marker of obstructive sleep apnea?: A meta-analysis. Medicine (Baltimore). 2017;96:e6850.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 38]  [Cited by in F6Publishing: 35]  [Article Influence: 5.0]  [Reference Citation Analysis (0)]
24.  Bouloukaki I, Mermigkis C, Tzanakis N, Kallergis E, Moniaki V, Mauroudi E, Schiza SE. Evaluation of Inflammatory Markers in a Large Sample of Obstructive Sleep Apnea Patients without Comorbidities. Mediators Inflamm. 2017;2017:4573756.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 33]  [Cited by in F6Publishing: 41]  [Article Influence: 5.9]  [Reference Citation Analysis (0)]
25.  Lee WH, Wee JH, Rhee CS, Yoon IY, Kim JW. Erythrocyte sedimentation rate may help predict severity of obstructive sleep apnea. Sleep Breath. 2016;20:419-424.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 9]  [Cited by in F6Publishing: 6]  [Article Influence: 0.7]  [Reference Citation Analysis (0)]
26.  Fleming WE, Holty JC, Bogan RK, Hwang D, Ferouz-Colborn AS, Budhiraja R, Redline S, Mensah-Osman E, Osman NI, Li Q, Azad A, Podolak S, Samoszuk MK, Cruz AB, Bai Y, Lu J, Riley JS, Southwick PC. Use of blood biomarkers to screen for obstructive sleep apnea. Nat Sci Sleep. 2018;10:159-167.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 31]  [Cited by in F6Publishing: 44]  [Article Influence: 7.3]  [Reference Citation Analysis (0)]
27.  Elfeky SEF, Ali A, Moazen EM, Alhassoon MH, Elzanaty NA, Alazmi NM, Wu L, Saleh MM. Systemic inflammatory response index as an independent predictor of severity in patients with obstructive sleep apnea. Egypt J Bronchol. 2024;18:1.  [PubMed]  [DOI]  [Cited in This Article: ]
28.  Díaz-García E, García-Tovar S, Alfaro E, Jaureguizar A, Casitas R, Sánchez-Sánchez B, Zamarrón E, Fernández-Lahera J, López-Collazo E, Cubillos-Zapata C, García-Río F. Inflammasome Activation: A Keystone of Proinflammatory Response in Obstructive Sleep Apnea. Am J Respir Crit Care Med. 2022;205:1337-1348.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 10]  [Cited by in F6Publishing: 31]  [Article Influence: 15.5]  [Reference Citation Analysis (0)]
29.  Rha MS, Kim CH, Yoon JH, Cho HJ. Association between the neutrophil-to-lymphocyte ratio and obstructive sleep apnea: a meta-analysis. Sci Rep. 2020;10:10862.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 16]  [Cited by in F6Publishing: 28]  [Article Influence: 7.0]  [Reference Citation Analysis (0)]
30.  Chen L, Einbinder E, Zhang Q, Hasday J, Balke CW, Scharf SM. Oxidative stress and left ventricular function with chronic intermittent hypoxia in rats. Am J Respir Crit Care Med. 2005;172:915-920.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 165]  [Cited by in F6Publishing: 175]  [Article Influence: 9.2]  [Reference Citation Analysis (0)]
31.  Shukla SD, Walters EH, Simpson JL, Keely S, Wark PAB, O'Toole RF, Hansbro PM. Hypoxia-inducible factor and bacterial infections in chronic obstructive pulmonary disease. Respirology. 2020;25:53-63.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 20]  [Cited by in F6Publishing: 21]  [Article Influence: 4.2]  [Reference Citation Analysis (0)]
32.  Bradley TD, Floras JS. Obstructive sleep apnoea and its cardiovascular consequences. Lancet. 2009;373:82-93.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 910]  [Cited by in F6Publishing: 907]  [Article Influence: 60.5]  [Reference Citation Analysis (0)]
33.  Schulz E, Gori T, Münzel T. Oxidative stress and endothelial dysfunction in hypertension. Hypertens Res. 2011;34:665-673.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 281]  [Cited by in F6Publishing: 331]  [Article Influence: 25.5]  [Reference Citation Analysis (0)]
34.  Tokuda F, Sando Y, Matsui H, Koike H, Yokoyama T. Serum levels of adipocytokines, adiponectin and leptin, in patients with obstructive sleep apnea syndrome. Intern Med. 2008;47:1843-1849.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 56]  [Cited by in F6Publishing: 57]  [Article Influence: 3.6]  [Reference Citation Analysis (0)]
35.  Becker-Krail D, McClung C. Implications of circadian rhythm and stress in addiction vulnerability. F1000Res. 2016;5:59.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 17]  [Cited by in F6Publishing: 18]  [Article Influence: 2.3]  [Reference Citation Analysis (0)]
36.  Wang C, Lutes LK, Barnoud C, Scheiermann C. The circadian immune system. Sci Immunol. 2022;7:eabm2465.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 5]  [Cited by in F6Publishing: 75]  [Article Influence: 37.5]  [Reference Citation Analysis (0)]
37.  Narasimamurthy R, Hatori M, Nayak SK, Liu F, Panda S, Verma IM. Circadian clock protein cryptochrome regulates the expression of proinflammatory cytokines. Proc Natl Acad Sci USA. 2012;109:12662-12667.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 261]  [Cited by in F6Publishing: 313]  [Article Influence: 26.1]  [Reference Citation Analysis (0)]
38.  Zhang X, Wang Y, Pan Z, Hu K. New insights from integrated bioinformatics analysis: the role of circadian rhythm disruption and immune infiltration in obstructive sleep apnea disease. Front Immunol. 2023;14:1273114.  [PubMed]  [DOI]  [Cited in This Article: ]  [Reference Citation Analysis (0)]