Agreement between apnea-hypopnea index and hypoxic burden for severity classification of obstructive sleep apnea
Abstract
This study aimed to evaluate the agreement between apnea-hypopnea index (AHI)- and hypoxic burden (HB)-based obstructive sleep apnea (OSA) severity classifications. A retrospective single-center study of adults aged 18-79 years undergoing full-night in-laboratory polysomnography was conducted. OSA severity by AHI was categorized as normal (<5 events/hour), mild (5 to <15), moderate (15 to <30), or severe (≥30). HB severity was categorized as mild (<3.34), moderate (3.34 to 6.66), or severe (≥6.67). Agreement among patients with OSA (AHI ≥5) was assessed using Cohen’s kappa. Ninety-five patients were included (mean age 58.4±18.3 years); 73 (76.8%) had OSA. Among these, HB severity exceeded AHI severity in 27.4%, was concordant in 61.6%, and was lower in 11.0%. Observed agreement was 30.1%, with slight concordance beyond chance (κ=0.168, p<0.001). Continuous AHI and HB were moderately correlated (r=0.663, p<0.001). Patients with HB greater than AHI severity demonstrated significantly lower nadir oxygen saturation (p=0.011). AHI- and HB-based OSA severity classifications demonstrate limited agreement. Incorporation of HB may provide a more physiologically informative assessment of OSA severity beyond event frequency alone.
Ethics Approval
Ethical approval was obtained from the Ethical Review Committee of the Baptist Hospitals of Southeast Texas, Texas, United States (Protocol # BHSET23.035). The study was performed in accordance with the ethical standards outlined in the 1964 Declaration of Helsinki and its future amendments.
References
- Benjafield AV, Ayas NT, Eastwood PR, et al. Estimation of the global prevalence and burden of obstructive sleep apnoea: a literature-based analysis. Lancet Respir Med 2019;7:687-98. DOI: https://doi.org/10.1016/S2213-2600(19)30198-5
- Tang Y, Li D, Yang M, et al. Prevalence of excessive daytime sleepiness (EDS) and its association with quality of life in patients with obstructive sleep apnea (OSA): data from a sleep-center in Shenzhen, a single-center cross-sectional study. J Thorac Dis 2024;16:8216-29. DOI: https://doi.org/10.21037/jtd-24-1322
- Quan SF, Chan CS, Dement WC, et al. The association between obstructive sleep apnea and neurocognitive performance--the Apnea Positive Pressure Long-term Efficacy Study (APPLES). Sleep 2011;34:303-14B. DOI: https://doi.org/10.1093/sleep/34.3.303
- Yeghiazarians Y, Jneid H, Tietjens JR, et al. Obstructive Sleep apnea and cardiovascular disease: a scientific statement from the American Heart Association. Circulation 2021;144:e56-67. DOI: https://doi.org/10.1161/CIR.0000000000000988
- Abbasi A, Gupta SS, Sabharwal N, et al. A comprehensive review of obstructive sleep apnea. Sleep Sci 2021;14:142-54. DOI: https://doi.org/10.4103/HMJ.HMJ_28_20
- Parekh A. Hypoxic burden - definitions, pathophysiological concepts, methods of evaluation, and clinical relevance. Curr Opin Pulm Med 2024;30:600-6. DOI: https://doi.org/10.1097/MCP.0000000000001122
- Borsini E, Nogueira F, Nigro C. Apnea-hypopnea index in sleep studies and the risk of over-simplification. Sleep Sci 2018;11:45-8. DOI: https://doi.org/10.5935/1984-0063.20180010
- Azarbarzin A, Sands SA, Stone KL, et al. The hypoxic burden of sleep apnoea predicts cardiovascular disease-related mortality: the Osteoporotic Fractures in Men Study and the Sleep Heart Health Study. Eur Heart J 2019;40:1149-57. DOI: https://doi.org/10.1093/eurheartj/ehy624
- Martinez-Garcia MA, Sánchez-de-la-Torre M, White DP, Azarbarzin A. Hypoxic burden in obstructive sleep apnea: present and future. Arch Bronconeumol 2023;59:36-43. DOI: https://doi.org/10.1016/j.arbres.2022.08.005
- Peker Y, Celik Y, Zinchuk A, et al. Association of hypoxic burden with cardiovascular events: a risk stratification analysis of the randomized intervention with CPAP in coronary artery disease and sleep apnea cohort. Chest 2025;168:1481-93. DOI: https://doi.org/10.1016/j.chest.2025.07.4081
- Kapur VK, Auckley DH, Chowdhuri S, et al. Clinical practice guideline for diagnostic testing for adult obstructive sleep apnea: an American Academy of Sleep Medicine clinical practice guideline. J Clin Sleep Med 2017;13:479-504. DOI: https://doi.org/10.5664/jcsm.6506
- Soori R, Baikunje N, D'sa I, et al. Pitfalls of AHI system of severity grading in obstructive sleep apnoea. Sleep Sci 2022;15:285-8. DOI: https://doi.org/10.5935/1984-0063.20220001
- Malhotra A, Ayappa I, Ayas N, et al. Metrics of sleep apnea severity: beyond the apnea-hypopnea index. Sleep 2021;44:zsab030. DOI: https://doi.org/10.1093/sleep/zsab030
- Redline S, Azarbarzin A, Peker Y. Obstructive sleep apnoea heterogeneity and cardiovascular disease. Nat Rev Cardiol 2023;20:560-73. DOI: https://doi.org/10.1038/s41569-023-00846-6
- Coso C, Solano-Pérez E, Romero-Peralta S, et al. The hypoxic burden, clinical implication of a new biomarker in the cardiovascular management of sleep apnea patients: a systematic review. Rev Cardiovasc Med 2024;25:172. DOI: https://doi.org/10.31083/j.rcm2505172
- Pau MC, Zinellu A, Mangoni AA, et al. Evaluation of inflammation and oxidative stress markers in patients with obstructive sleep apnea (OSA). J Clin Med 2023;12:3935. DOI: https://doi.org/10.3390/jcm12123935
- Hui X, Cao W, Xu Z, et al. Hypoxic indices for obstructive sleep apnoea severity and cardiovascular disease risk prediction: a comparison and application in a community population. Respirology 2024;29:825-34. DOI: https://doi.org/10.1111/resp.14754
Metrics
Citations and online attention from Dimensions, Altmetric and PlumX.
License
Copyright (c) 2026 The Author(s)

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
PAGEPress has chosen to apply the Creative Commons Attribution NonCommercial 4.0 International License (CC BY-NC 4.0) to all manuscripts to be published.