Identifying Factors Associated with High-Risk Obstructive Sleep Apnea (OSA) among Hypertensive Patients: A Case-Control Study in A Tertiary Care Hospital in Pakistan
Identifying Factors Associated with High-Risk OSA among Hypertensive Patients
DOI:
https://doi.org/10.54393/pjhs.v7i4.3623Keywords:
Obstructive Sleep Apnea, Hypertension, STOP-BANG Questionnaire, Identifying FactorsAbstract
Obstructive sleep apnea (OSA) involves repeated upper-airway collapse and intermittent hypoxia. In hypertensive patients, particularly in developing regions, undetected OSA exist which significantly increases cardiovascular dangers. Objective: To identify factors associated with high-risk OSA in patients with raised blood pressure attending two tertiary hospitals in Peshawar. Methods: This case-control study (June 2025–September 2025) included 156 hypertensive adults (78 cases, 78 controls). Inclusion required a diagnosis of hypertension and a specific STOP-Bang score (cases ≥ 3; controls ≤ 2). Exclusion criteria involved prior OSA treatment, pregnancy, resistant hypertension, or severe mental health conditions. Data were collected via structured questionnaires and analyzed using multivariable logistic regression. Results: Mean age, BMI, and neck circumference were significantly higher in the high-risk group (p<0.001). Gender, BMI category, and ischemic heart disease were significantly associated. In crude regression, age, gender, BMI, neck circumference, and ischemic heart disease were significant predictors; however, after adjustment, only older age, male gender, and larger neck circumference remained independently associated with high-risk OSA. Conclusions: Older age, male gender, and increased neck circumference independently predict high-risk OSA in hypertensive patients. STOP-Bang proved useful as a screening tool, and the high prevalence of anxiety highlights the broader clinical burden. Incorporating neck circumference and age into routine hypertension care may aid earlier OSA recognition.
References
Vanek J, Prasko J, Genzor S, Ociskova M, Kantor K, Holubova M et al. Obstructive Sleep Apnea, Depression and Cognitive Impairment. Sleep medicine. 2020 Aug; 72: 50-8. doi: 10.1016/j.sleep.2020.03.017. DOI: https://doi.org/10.1016/j.sleep.2020.03.017
Xia N, Wang H, Chen Y, Fan XJ, Nie XH. Association Between Sleep Efficiency and Hypertension in Chinese Obstructive Sleep Apnea Patients. Nature and Science of Sleep. 2023 Dec: 79-88. doi: 10.2147/NSS.S396893. DOI: https://doi.org/10.2147/NSS.S396893
Tao M, Dong X, Tu J, Fang Q, Shao C. Symptom and Comorbidity Burden in Hypertensive Patients with Obstructive Sleep Apnea. Frontiers in Endocrinology. 2024 Mar; 15: 1361466. doi: 10.3389/fendo.2024.1361466. DOI: https://doi.org/10.3389/fendo.2024.1361466
Redline S, Azarbarzin A, Peker Y. Obstructive Sleep Apnoea Heterogeneity and Cardiovascular Disease. Nature Reviews Cardiology. 2023 Aug; 20(8): 560-73. doi: 10.1038/s41569-023-00846-6. DOI: https://doi.org/10.1038/s41569-023-00846-6
Polytarchou A, Moudaki A, Van de Perck E, Boudewyns A, Kaditis AG, Verhulst S et al. An Update on Diagnosis and Management of Obstructive Sleep Apnoea in the First 2 Years of life. European Respiratory Review. 2024 Jan; 33(171). doi: 10.1183/16000617.0121-2023. DOI: https://doi.org/10.1183/16000617.0121-2023
Sogebi OA and Ogunwale A. Risk factors of Obstructive Sleep Apnea among Nigerian Outpatients. Brazilian Journal of Otorhinolaryngology. 2012; 78: 27-33. doi: 10.5935/1808-8694.20120029. DOI: https://doi.org/10.5935/1808-8694.20120029
Goyal M and Johnson J. Obstructive Sleep Apnea Diagnosis and Management. Missouri Medicine. 2017 Mar; 114(2): 120.
Paudel P, Chalise S, Neupane DR, Adhikari N, Paudel S, Dangi NB. Prevalence of Hypertension in a Community. Journal of the Nepal Medical Association. 2020 Dec; 58(232): 1011. doi: 10.31729/jnma.5316. DOI: https://doi.org/10.31729/jnma.5316
Sawanyawisuth K, Chindaprasirt J, Senthong V, Makarawate P, Limpawattana P, Domthong A et al. Lower BMI Is a Predictor of Obstructive Sleep Apnea in Elderly Thai Hypertensive Patients. Sleep and Breathing. 2013 Dec; 17(4): 1215-9. doi: 10.1007/s11325-013-0826-3. DOI: https://doi.org/10.1007/s11325-013-0826-3
Pensuksan WC, Chen X, Lohsoonthorn V, Lertmaharit S, Gelaye B, Williams MA. High Risk for Obstructive Sleep Apnea in Relation to Hypertension among Southeast Asian Young Adults: Role of Obesity as an Effect Modifier. American Journal of Hypertension. 2014 Feb; 27(2): 229-36. doi: 10.1093/ajh/hpt194. DOI: https://doi.org/10.1093/ajh/hpt194
Salim SA, Shah J, Bwika J, Ali SK. Stop-Bang Questionnaire for Screening Obstructive Sleep Apnea Syndrome among Hypertensive Patients in Kenya. BioMed Central Pulmonary Medicine. 2023 Sep; 23(1): 321. doi: 10.1186/s12890-023-02616-z. DOI: https://doi.org/10.1186/s12890-023-02616-z
Beck N, Ebrahim AG, Shetty S, Afshar S, Sigamani A, Salins P. Physician Knowledge and Attitudes Towards Screening and Referral for Obstructive Sleep Apnea: A Mixed Methods Study in A Tertiary Care Hospital. Journal of Global Health Reports. 2020 Dec; 4: e2020102. doi: 10.29392/001c.18085. DOI: https://doi.org/10.29392/001c.18085
Sohail R, Hayat S, Tariq J, Ashraf D, Karim M, Rizvi BE et al. Awareness of Obstructive Sleep Apnea and Its Effects on Daily Life among Health Professionals from Karachi, Pakistan. Work. 2020 Dec; 67(3): 619-23. doi: 10.3233/WOR-203312. DOI: https://doi.org/10.3233/WOR-203312
Jokubauskas L, Pileičikienė G, Žekonis G, Baltrušaitytė A. Lithuanian Dentists’ Knowledge, Attitudes, and Clinical Practices Regarding Obstructive Sleep Apnea: A Nationwide Cross-Sectional Study. CRANIO®. 2019 Jul; 37(4): 238-45. doi: 10.1080/08869634.2018.1437006. DOI: https://doi.org/10.1080/08869634.2018.1437006
Sultan N, Ajmal M, Mobeen A, Iqbal M, Mateen F, Naseem S et al. Obstructive Sleep Apnoea in Pakistan: A Single Tertiary Care Center Experience. Cureus. 2019 Dec; 11(12). doi: 10.7759/cureus.6459. DOI: https://doi.org/10.7759/cureus.6459
Christensson E, Franklin KA, Sahlin C, Palm A, Ulfberg J, Eriksson LI et al. Can STOP-Bang and Pulse Oximetry Detect and Exclude Obstructive Sleep Apnea? Anesthesia and Analgesia. 2018 Sep; 127(3): 736-43. doi: 10.1213/ANE.0000000000003607. DOI: https://doi.org/10.1213/ANE.0000000000003607
Chiu HY, Chen PY, Chuang LP, Chen NH, Tu YK, Hsieh YJ et al. Diagnostic Accuracy of the Berlin Questionnaire, STOP-BANG, STOP, and Epworth Sleepiness Scale in Detecting Obstructive Sleep Apnea: A Bivariate Meta-Analysis. Sleep Medicine Reviews. 2017 Dec; 36: 57-70. doi: 10.1016/j.smrv.2016.10.004. DOI: https://doi.org/10.1016/j.smrv.2016.10.004
Huh G, Do Han K, Park YM, Park CS, Lee KN, Lee EY et al. Comorbidities Associated with High-Risk Obstructive Sleep Apnea Based on the STOP-BANG Questionnaire: A Nationwide Population-Based Study. The Korean Journal of Internal Medicine. 2022 Nov; 38(1): 80. doi: 10.3904/kjim.2022.198. DOI: https://doi.org/10.3904/kjim.2022.198
Ebrahimi MH, Jahanfar S, Shayestefar M. The Relationship between the Metabolic Syndrome and the Risk of Obstructive Sleep Apnea Evaluated by STOP-Bang Questionnaire in Professional Drivers in Shahroud, Iran, in 2020: A Case-Control Study. Journal of Obesity and Metabolic Syndrome. 2021 Feb; 30(1): 55. doi: 10.7570/jomes20105. DOI: https://doi.org/10.7570/jomes20105
Chung F, Subramanyam R, Liao P, Sasaki E, Shapiro C, Sun Y. High STOP-Bang Score Indicates a High Probability of Obstructive Sleep Apnoea. British Journal of Anesthesia. 2012 May; 108(5): 768-75. doi: 10.1093/bja/aes022. DOI: https://doi.org/10.1093/bja/aes022
Zigmond AS and Snaith RP. The Hospital Anxiety and Depression Scale. Acta Psychiatrica Scandinavica. 1983 Jun; 67(6): 361-70. doi: 10.1111/j.1600-0447.1983.tb09716.x. DOI: https://doi.org/10.1111/j.1600-0447.1983.tb09716.x
Liu Y, Yang L, Stampfer MJ, Redline S, Tworoger SS, Huang T. Physical Activity, Sedentary Behaviour and Incidence of Obstructive Sleep Apnoea in Three Prospective US Cohorts. European Respiratory Journal. 2022 Feb; 59(2). doi: 10.1183/13993003.00606-2021. DOI: https://doi.org/10.1183/13993003.00606-2021
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Pakistan Journal of Health Sciences

This work is licensed under a Creative Commons Attribution 4.0 International License.
This is an open-access journal and all the published articles / items are distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. For comments



