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Characteristics of obstructive sleep apnea related to insulin resistance

  • Sleep Breathing Physiology and Disorders • Original Article
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Abstract

Background

Obstructive sleep apnea (OSA) is associated with multiple comorbidities, including diabetes. Its development is preceded by alterations in the initial phase of carbohydrate metabolism characterized by insulin resistance. This study aims to evaluate the role of intermittent hypoxia and sleep fragmentation characteristic of OSA on the risk of insulin resistance among apneic patients without diabetes.

Methodology

92 consecutive patients with OSA without evidence of diabetes were recruited. Overnight video polysomnography was performed and, the following morning, fasting blood glucose, insulin and glycosylated hemoglobin were determined. Insulin resistance was measured using the HOMA-IR index.

Results

Insulin resistance was present in 52.2% of OSA patients. In these subjects, insulin resistance was independently associated to the apnea index during REM sleep (adjusted odds ratio [aOR] 1.09; 95% CI, 1.03 to 1.16; p = 0.004), desaturation index (aOR 1.08; 95% CI: 1.04 to 1.13; p = 0.027), and sleep time with oxygen saturation below 90% (aOR 1.04; 95% CI 1.00 to 1.08; p = 0.049). Furthermore, the HOMA-IR level was also directly related to the desaturation index (standardized regression coefficient [B] = 0.514, p < 0.001) and to the apnea index during REM sleep (B = 0.344, p = 0.002).

Conclusions

Intermittent hypoxia and disturbances in REM sleep emerge as main contributors to insulin resistance in OSA patients yet to experience diabetes onset.

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Data availability

The datasets generated and/or analyzed during the current study are available from the corresponding author upon reasonable request. We are committed to sharing our research data in accordance with ethical and privacy considerations.

References

  1. Surani S, Brito V, Surani A, Ghamande S (2015) Effect of diabetes mellitus on sleep quality. World J Diabetes 6:868–873

    Article  PubMed  PubMed Central  Google Scholar 

  2. Rasche K, Keller T, Tautz B, Hader C, Hergenc G, Antosiewicz J et al (2010) Obstructive sleep apnea and type 2 diabetes. Eur J Med Res 15:152–156

    Article  PubMed  PubMed Central  Google Scholar 

  3. Martínez Cerón E, Casitas Mateos R, García-Río F (2015) Sleep apnea-hypopnea syndrome and type 2 diabetes. A reciprocal relationship? Arch Bronconeumol 51:128–39

    Article  PubMed  Google Scholar 

  4. Medeiros CC, Ramos AT, Cardoso MA, França IS, Cardoso Ada S, Gonzaga NC (2011) Insulin resistance and its association with metabolic syndrome components. Arq Bras Cardiol 97:380–389

    Article  CAS  PubMed  Google Scholar 

  5. Ota H, Fujita Y, Yamauchi M, Muro S, Kimura H, Takasawa S (2019) Relationship Between Intermittent Hypoxia and Type 2 Diabetes in Sleep Apnea Syndrome. Int J Mol Sci 20:1–14

    Article  Google Scholar 

  6. Vgontzas AN, Liao D, Pejovic S, Calhoun S, Karataraki M, Bixler EO (2009) Insomnia with objective short sleep duration is associated with type 2 diabetes: A population-based study. Diabetes Care 32:1980–1985

    Article  PubMed  PubMed Central  Google Scholar 

  7. Sulit L, Storfer-Isser A, Kirchner HL, Redline S (2006) Differences in polysomnography predictors for hypertension and impaired glucose tolerance. Sleep 29:777–783

    Article  PubMed  Google Scholar 

  8. Gangwisch JE, Heymsfield SB, Boden-Albala B, Buijs RM, Kreier F, Pickering TG et al (2007) Sleep duration as a risk factor for diabetes incidence in a large U.S. sample. Sleep 30:1667–73

    Article  PubMed  PubMed Central  Google Scholar 

  9. Xu J, Long YS, Gozal D, Epstein PN (2009) Beta-cell death and proliferation after intermittent hypoxia: role of oxidative stress. Free Radic Biol Med 46:783–790

    Article  CAS  PubMed  Google Scholar 

  10. Li J, Thorne LN, Punjabi NM, Sun CK, Schwartz AR, Smith PL et al (2005) Intermittent hypoxia induces hyperlipidemia in lean mice. Circ Res 97:698–706

    Article  CAS  PubMed  Google Scholar 

  11. Polotsky VY, Li J, Punjabi NM, Rubin AE, Smith PL, Schwartz AR et al (2003) Intermittent hypoxia increases insulin resistance in genetically obese mice. J Physiol 552:253–264

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Xu W, Chi L, Row BW, Xu R, Ke Y, Xu B et al (2004) Increased oxidative stress is associated with chronic intermittent hypoxia-mediated brain cortical neuronal cell apoptosis in a mouse model of sleep apnea. Neuroscience 126:313–323

    Article  CAS  PubMed  Google Scholar 

  13. Pialoux V, Hanly PJ, Foster GE, Brugniaux JV, Beaudin AE, Hartmann SE et al (2009) Effects of exposure to intermittent hypoxia on oxidative stress and acute hypoxic ventilatory response in humans. Am J Respir Crit Care Med 180:1002–1009

    Article  CAS  PubMed  Google Scholar 

  14. Stamatakis KA, Punjabi NM (2010) Effects of sleep fragmentation on glucose metabolism in normal subjects. Chest 137:95–101

    Article  CAS  PubMed  Google Scholar 

  15. Apnea N-P (2015) Detection and Mechanism. J Clin Sleep Med 15(11):987–993

    Google Scholar 

  16. Chiner E, Arriero JM, Signes-Costa J, Marco J, Fuentes I (1999) Validation of the Spanish version of the Epworth Sleepiness Scale in patients with a sleep apnea syndrome. Arch Bronconeumol 35(9):422–427

    Article  CAS  PubMed  Google Scholar 

  17. Berry RB, Budhiraja R, Gottlieb DJ et al (2012) Rules for scoring respiratory events in sleep: update of the 2007 AASM Manual for the Scoring of Sleep and Associated Events. Deliberations of the Sleep Apnea Definitions Task Force of the American Academy of Sleep Medicine. J Clin Sleep Med 8:597–619

    Article  PubMed  PubMed Central  Google Scholar 

  18. Bonnet MH, Carey DW, Carskadon MA, Easton PA (1992) EEG arousals: scoring rules and examples: a preliminary report from the Sleep Disorders Atlas Task Force of the American Sleep Disorders Association. Sleep 15:173–84

    Article  Google Scholar 

  19. Lloberes P, Durán-Cantolla J, Martínez-García M, Marín JM, Ferrer A, Corral J et al (2011) Diagnosis and treatment of sleep apnea-hypopnea syndrome Spanish. Society of Pulmonology and Thoracic Surgery. Arch Bronconeumol 47:143–56

    Article  PubMed  Google Scholar 

  20. Mediano O, González Mangado N, Montserrat JM, Alonso-Álvarez ML, Almendros I, Alonso-Fernández A et al (2022) International Consensus Document on Obstructive Sleep Apnea. Arch Bronconeumol 58:52–68

    Article  PubMed  Google Scholar 

  21. Matthews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC (1985) Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia 28:412–419

    Article  CAS  PubMed  Google Scholar 

  22. Arjmand B, EbrahimiFana S, Ghasemi E, Kazemi A, Ghodssi-Ghassemabadi R, Dehghanbanadaki H et al (2022) Metabolic signatures of insulin resistance in non-diabetic individuals. BMC Endocr Disord 22:212

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Quon MJ (2002) QUICKI is a useful and accurate index of insulin sensitivity. J Clin Endocrinol Metab 87:949–951

    Article  CAS  PubMed  Google Scholar 

  24. Louis M, Punjabi NM (2009) Effects of acute intermittent hypoxia on glucose metabolism in awake healthy volunteers. J Appl Physiol 106:1538–1544

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Cantley J, Grey ST, Maxwell PH, Withers DJ (2010) The hypoxia response pathway and β-cell function. Diabetes Obes Metab 12:159–167

    Article  CAS  PubMed  Google Scholar 

  26. Bensellam M, Duvillié B, Rybachuk G, Laybutt DR, Magnan C, Guiot Y et al (2012) Glucose-induced O2 consumption activates hypoxia inducible factors 1 and 2 in rat insulin-secreting pancreatic beta-cells. PLoS ONE 7:e29807

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Hecht L, Möhler R, Meyer G (2011) Effects of CPAP-respiration on markers of glucose metabolism in patients with obstructive sleep apnoea syndrome: a systematic review and meta-analysis. Ger Med Sci 9:20–45

    Google Scholar 

  28. Yang D, Liu Z, Yang H (2012) The impact of effective continuous positive airway pressure on homeostasis model assessment insulin resistance in non-diabetic patients with moderate to severe obstructive sleep apnea. Diabetes Metab Res Rev 28:499–504

    Article  PubMed  Google Scholar 

  29. Yang D, Liu Z, Yang H, Luo Q (2013) Effects of continuous positive airway pressure on glycemic control and insulin resistance in patients with obstructive sleep apnea: a meta-analysis. Sleep Breath 17:33–38

    Article  PubMed  Google Scholar 

  30. Iftikhar IH, Khan MF, Das A, Magalang UJ (2013) Meta-analysis: continuous positive airway pressure improves insulin resistance in patients with sleep apnea without diabetes. Ann Am Thorac Soc 10:115–120

    Article  PubMed  PubMed Central  Google Scholar 

  31. Somers VK, Dyken ME, Mark AL, Abboud FM (1993) Sympathetic-nerve activity during sleep in normal subjects. N Engl J Med 328:303–307

    Article  CAS  PubMed  Google Scholar 

  32. Findley LJ, Wilhoit SC, Suratt PM (1985) Apnea duration and hypoxemia during REM sleep in patients with obstructive sleep apnea. Chest 87:432–436

    Article  CAS  PubMed  Google Scholar 

  33. Appleton SL, Vakulin A, Martin SA, Lang CJ, Wittert GA, Taylor AW et al (2016) Hypertension Is Associated With Undiagnosed OSA During Rapid Eye Movement Sleep. Chest 150:495–505

    Article  PubMed  Google Scholar 

  34. Kendzerska T, Gershon AS, Hawker G, Tomlinson G, Leung RS (2014) Obstructive sleep apnea and incident diabetes A historical cohort study. Am J Respir Crit Care Med 190:218–25

    Article  PubMed  Google Scholar 

  35. Nishimura A, Kasai T, Kikuno S, Nagasawa K, Okubo M, Narui K et al (2019) Apnea Hypopnea Index During Rapid Eye Movement Sleep With Diabetic Retinopathy in Patients With Type 2 Diabetes. J Clin Endocrinol Metab 104:2075–2082

    Article  PubMed  Google Scholar 

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Acknowledgements

The authors would like to extend their heartfelt appreciation to the individuals who made this research possible. We are particularly grateful to the patients who participated in this study for their invaluable contributions. We also wish to acknowledge the dedicated efforts of the staff at the Sleep Unit of La Paz University Hospital for their assistance in data collection. This research was made possible through the generous support of the Fondo de Investigación Sanitaria (FIS) (Health Research Fund) and the European Regional Development Funds (ERDF) under grant numbers PI16/00201, PI19/01612, and PI22/01262, awarded to F. García-Río. Their financial support was instrumental in advancing this study. Additionally, we want to express our gratitude to all individuals who provided guidance, feedback, and assistance throughout the research process. Your contributions have been indispensable and are deeply appreciated.

Funding

This study was supported by grants from Fondo de Investigación Sanitaria (FIS) (health research fund) and European Regional Development Funds PI16/00201, PI19/01612 and PI22/01262 to F. García-Río.

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Authors and Affiliations

Authors

Contributions

FG-R had full access to all of the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis. AM-M, RC, EM-C, EZ, and FG-R were responsible for developing the research question. AM-M, RC, BS-S, IF-N, JF-L, RG, EM-C, EZ, and FG-R were responsible for the study design and collection of data. AMM-M, EM-C, EZ, and FG-R were responsible for study management and coordination. AM-M and FG-R drafted the paper. All authors have read and approved the final manuscript.

Corresponding author

Correspondence to Alberto Mangas-Moro.

Ethics declarations

Ethics approval

This study was conducted in compliance with ethical standards and received approval from La Paz University Hospital-IdiPAZ Drug Research Ethics Committee (Protocol ID: PI-1857). Informed consent was obtained from all study participants in accordance with the principles of the Declaration of Helsinki.

Patient consent

Informed written consent was obtained from all participants included in the study, ensuring their voluntary participation, understanding of the study's objectives, and awareness of data collection procedures. The confidentiality of their personal information was strictly maintained.

Conflict of interest

The authors declare no conflicts of interest that could influence the interpretation of the results or the presentation of information in this manuscript. This study was conducted in an unbiased manner, and there are no financial or personal relationships with organizations or individuals that could potentially affect the research.

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Mangas-Moro, A., Casitas, R., Sánchez-Sánchez, B. et al. Characteristics of obstructive sleep apnea related to insulin resistance. Sleep Breath (2024). https://doi.org/10.1007/s11325-024-03040-1

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