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Li X, Zha L, Zhou L, Xu Y, Li X, Yang J, Li H. Diagnostic utility of obstructive sleep apnea screening questionnaires: a comprehensive meta-analysis. Sleep Breath 2024; 29:14. [PMID: 39601864 DOI: 10.1007/s11325-024-03169-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 10/25/2024] [Accepted: 11/08/2024] [Indexed: 11/29/2024]
Abstract
OBJECTIVES The main objective of this meta-analysis was to assess the accuracy of the Sleep-Related Breathing Disorder (SRBD) Scale in the diagnosis of obstructive sleep apnea syndrome (OSAS). METHODS A comprehensive review and meta-analysis of observational studies evaluating the diagnostic utility of OSA screening questionnaires were performed. Analyses determined the summary receiver operator characteristic area under the curve (SROC), the pooled sensitivity (Se), and the specificity (Sp). Subgroup analysis investigated and compared the summary sensitivity, specificity, and diagnostic odds ratio (DOR) among the BQ, STOP, and ESS according to the severity of OSA. RESULTS 34 studies were included. The Berlin questionnaire had a sensitivity of 0.80 and a specificity of 0.48, while the Epworth sleepiness scale had a sensitivity of 0.48 and a specificity of 0.73. The STOP-BANG scale had a sensitivity and specificity of 0.89 and 0.40, respectively. The diagnostic accuracy of BQ, ESS, NoSAS, and STOP was evaluated based on OSA severity. BQ and STOP had higher sensitivity and specificity, while ESS had lower specificity. CONCLUSIONS The current meta-analysis indicates that the SRBD scale has acceptable accuracy in detecting patients with OSAS. We propose that the STOP questionnaire could be used as an easy-to-use and accurate screening tool for the identification of patients at risk for OSAS in the general population. ESS had higher specificity, allowing healthcare professionals to prioritize interventions and tailor treatment plans based on OSA severity.
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Affiliation(s)
- Xiaoli Li
- Department of Neurology, Affiliated ZhongDa Hospital, Southeast University, Nanjing, China.
| | - Leilei Zha
- Department of Neurology, Xishan People's Hospital of Wuxi City, Wuxi, China
| | - Lv Zhou
- School of Medicine, Southeast University, Nanjing, 210009, China
| | - Yanan Xu
- Department of Neurology, Affiliated ZhongDa Hospital, Southeast University, Nanjing, China
- Nanjing Medical University, Nanjing, China
| | - Xuanxuan Li
- School of Medicine, Southeast University, Nanjing, 210009, China
| | - Jianing Yang
- School of Medicine, Southeast University, Nanjing, 210009, China
| | - Hongjuan Li
- Department of Neurology, Affiliated ZhongDa Hospital, Southeast University, Nanjing, China
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Demirtaş H, Dolu İ. The prevalence of poor sleep quality and its association with the risk of obstructive sleep apnea and restless legs syndrome in diabetic patients treated with cyanoacrylate glue for varicose veins. Sleep Breath 2022; 27:745-755. [DOI: 10.1007/s11325-022-02676-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 04/06/2022] [Accepted: 06/27/2022] [Indexed: 11/27/2022]
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Kucuk H, Acar N, Ünsal A, Kılınç A. Evaluation of the Relationship between Occupational Accidents and Obstructive Sleep Apnea Risk among Employees of a University Hospital. Indian J Occup Environ Med 2022; 26:3-8. [PMID: 35571542 PMCID: PMC9106125 DOI: 10.4103/ijoem.ijoem_361_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 01/17/2022] [Accepted: 02/05/2022] [Indexed: 11/04/2022] Open
Abstract
Context Occupational accidents are still one of the important causes of morbidity and mortality. Sleep apnea is a significant risk factor for occupational accidents in hospitals. Aims To determine the frequency of occupational accidents and their relationship with the risk of obstructive sleep apnea (OSAS). Settings and Design Cross-sectional study in a hospital setting. Methods and Material This study was conducted on 331 hospital workers between 2019-2020. Accidents from the Social Security Institution records were used. The risk of OSAS was evaluated with Berlin Survey, daytime sleepiness with Epworth Sleepiness Scale, sleep quality with Pittsburg Sleep Quality Scale. Statistical Analysis The Chi-square test was used for analysis; P < 0.05 was accepted as a statistical significance value. Results Of the participants, 231 (69.8%) were female. Their ages ranged between 19 and 55; the mean age was 33.8 ± 8.0 years. The frequency of occupational accidents was 8.8%, 51.4% had a high risk of OSAS, 80.4% had high daytime sleepiness, and 53.5% had poor sleep quality. Conclusion The study group had a high risk of sleep disorders. No relationship was found between sleep disorders and occupational accidents. More comprehensive studies are needed to clarify this relationship.
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Affiliation(s)
- Halime Kucuk
- Department of Occupational Health and Safety, Eskisehir Osmangazi University, Medical Faculty, Eskişehir, Turkey,Address for correspondence: Dr. Halime Kucuk, Department of Occupational Health and Safety, Eskisehir Osmangazi University, Medical Faculty, 26040 Eskisehir, Turkey. E-mail:
| | - Nurdan Acar
- Department of Emergency Medicine, Eskisehir Osmangazi University, Medical Faculty, Eskişehir, Turkey
| | - Alaettin Ünsal
- Department of Public Health, Eskisehir Osmangazi University, Medical Faculty, Eskişehir, Turkey
| | - Ali Kılınç
- Department of Public Health, Eskisehir Osmangazi University, Medical Faculty, Eskişehir, Turkey
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Geer JH, Hilbert J. Gender Issues in Obstructive Sleep Apnea. THE YALE JOURNAL OF BIOLOGY AND MEDICINE 2021; 94:487-496. [PMID: 34602886 PMCID: PMC8461585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Obstructive sleep apnea has historically been considered a male disease. Although most studies have shown male predominance, obstructive sleep apnea is highly prevalent in women, increasing with age and varying with physiologic status among other factors. Obstructive sleep apnea is associated with significant symptoms and health consequences in women yet remains underdiagnosed in women in part due to differences in presenting symptoms, differences in polysomnographic findings, and/or sociocultural factors. This review will discuss the epidemiology, pathophysiology, clinical presentation, diagnostic findings, and treatment of obstructive sleep apnea, focusing on sex and gender differences.
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Affiliation(s)
- Jacqueline H. Geer
- Department of Pulmonary, Critical Care, and Sleep Medicine, Yale University,
New Haven, CT, USA
| | - Janet Hilbert
- Department of Pulmonary, Critical Care, and Sleep Medicine, Yale University,
New Haven, CT, USA
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Diagnostic accuracy of screening questionnaires for obstructive sleep apnoea in adults in different clinical cohorts: a systematic review and meta-analysis. Sleep Breath 2021; 26:1053-1078. [PMID: 34406554 PMCID: PMC8370860 DOI: 10.1007/s11325-021-02450-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 07/02/2021] [Accepted: 07/20/2021] [Indexed: 02/08/2023]
Abstract
PURPOSE The majority of individuals with clinically significant obstructive sleep apnoea (OSA) are undiagnosed and untreated. A simple screening tool may support risk stratification, identification, and appropriate management of at-risk patients. Therefore, this systematic review and meta-analysis evaluated and compared the accuracy and clinical utility of existing screening questionnaires for identifying OSA in different clinical cohorts. METHODS We conducted a systematic review and meta-analysis of observational studies assessing the diagnostic value of OSA screening questionnaires. We identified prospective studies, validated against polysomnography, and published to December 2020 from online databases. To pool the results, we used random effects bivariate binomial meta-analysis. RESULTS We included 38 studies across three clinical cohorts in the meta-analysis. In the sleep clinic cohort, the Berlin questionnaire's pooled sensitivity for apnoea-hypopnoea index (AHI) ≥ 5, ≥ 15, and ≥ 30 was 85%, 84%, and 89%, and pooled specificity was 43%, 30%, and 33%, respectively. The STOP questionnaire's pooled sensitivity for AHI ≥ 5, ≥ 15, and ≥ 30 was 90%, 90%, and 95%, and pooled specificity was 31%, 29%, and 21%. The pooled sensitivity of the STOP-Bang questionnaire for AHI ≥ 5, ≥ 15, and ≥ 30 was 92%, 95%, and 96%, and pooled specificity was 35%, 27%, and 28%. In the surgical cohort (AHI ≥ 15), the Berlin and STOP-Bang questionnaires' pooled sensitivity were 76% and 90% and pooled specificity 47% and 27%. CONCLUSION Among the identified questionnaires, the STOP-Bang questionnaire had the highest sensitivity to detect OSA but lacked specificity. Subgroup analysis considering other at-risk populations was not possible. Our observations are limited by the low certainty level in available data.
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Oktay Arslan B, Uçar ZZ, Batum Ö, Orman MN. Validation of the NoSAS score for screening sleep-disordered breathing: A sleep clinic- based study in Turkey. Turk J Med Sci 2021; 51:319-327. [PMID: 32967411 PMCID: PMC7991876 DOI: 10.3906/sag-2002-54] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 09/24/2020] [Indexed: 11/11/2022] Open
Abstract
Background/aim The NoSAS score is a new tool for the identification of high-risk patients for sleep-disordered breathing (SDB). The aim of this study was to validate the NoSAS score in a sleep clinical population in Turkey and compare its performance with the Epworth Sleepiness Scale (ESS), STOP-Bang, and Berlin questionnaires for high-risk SDB. Materials and methods This was a retrospective study. Patients who had a full-night PSG examination between 01.03.2017 and 01.01.2018 at the sleep center of our hospital were included in the study. Demographic characteristics, anthropometrics measurements, ESS, STOP-Bang, and Berlin scores were collected from the existing data of the patients. The NoSAS score was subsequently calculated based on available data. Predictive parameters for each screening questionnaires were calculated to compare the discriminative power of those for high-risk SDB. Results A total of 450 patients were included in the study. The sensitivity, specificity, PPV, and NPV of the NoSAS score were 81%, 51.2%, 88.2%, and 37.5% for an AHI (apnea–hypopnea index) ≥ 5 event/h and 84.5%, 38.2%, 66%, and 63.4% for an AHI ≥ 15 event/h, respectively. AUC percentages for the NoSAS score, STOP-Bang questionnaire, Berlin questionnaire, and ESS were 0.740, 0.737, 0.626, and 0.571 for an AHI ≥ 5 events/h and 0.715, 0.704, 0.574, and 0.621 for an AHI ≥ 30 events/h. The NoSAS score had a false negative rate of 2.9% for severe SDB. Conclusion The NoSAS score had a good degree of differentiation for SDB and can be used as an easily applicable, subjective, and effective screening tool in a sleep clinical population in Turkey. Not only in moderate to severe SDB but also in mild SDB, the NoSAS score performed better than the other 3 screening tools.
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Affiliation(s)
- Burcu Oktay Arslan
- Department of Sleep Disorders, Dr. Suat Seren Chest Diseases and Chest Surgery Training and Research Hospital, University of Health Science, İzmir, Turkey
| | - Zeynep Zeren Uçar
- Department of Sleep Disorders, Dr. Suat Seren Chest Diseases and Chest Surgery Training and Research Hospital, University of Health Science, İzmir, Turkey
| | - Özgür Batum
- Department of Chest Diseases, Dr. Suat Seren Chest Diseases and Chest Surgery Training and Research Hospital, University of Health Science, İzmir, Turkey
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Oktay Arslan B, Uçar Hoşgör ZZ, Orman MN. Which Screening Questionnaire is Best for Predicting Obstructive Sleep Apnea in the Sleep Clinic Population Considering Age, Gender, and Comorbidities? Turk Thorac J 2020; 21:383-389. [PMID: 33352093 DOI: 10.5152/turkthoracj.2019.19024] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Accepted: 09/17/2019] [Indexed: 12/20/2022]
Abstract
OBJECTIVE The purpose of this study was to evaluate the predictive power of the screening questionnaires including Epworth Sleepiness Scale (ESS), Berlin questionnaire (BQ) and STOP-Bang questionnaire (SBQ) to identify the high-risk patients for OSA in a sleep clinic setting considering age, gender and comorbidities. MATERIAL AND METHODS 1003 patients who admitted to our sleep center with the preliminary diagnosis of OSA between June 2016-May 2018 were included in the study. All patients underwent in-lab polysomnographic examination and filled out ESS, Berlin and STOP-Bang questionnaires. Predictive parameters for each screening questionnaires were calculated. RESULTS For apnea-hypopnea index (AHI) ≥5/h, the sensitivity and the specificity of the EES, BQ and SBQ were 50.6%, 89.8%, 97.9% and 56.6%, 27.3%, 16.2% respectively. The STOP-Bang questionnaire had the highest sensitivity in both males and females (99.1%, 94.8% respectively) and in the different age groups (97.3% for ≥45 age-group, 99.2% for ≥65 age-group). In the groups of patients with hypertension, diabetes mellitus, coronary artery disease, chronic obstructive pulmonary disease and asthma, the sensitivity of the STOP-Bang questionnaire was 99.5%, 100%, 99.5%, 100%, 97.4%, respectively. CONCLUSION The STOP-Bang questionnaire had the highest sensitivity for detecting high-risk patients for OSA in a sleep clinic setting. STOP-Bang questionnaire was superior to the Berlin questionnaire and ESS in the different groups of age, gender, and comorbidities. Considering the close relationship between OSA and comorbidities, it is critical to screen patients in terms of OSA in outpatient clinics of internal medicine, cardiology, and chest disease departments. The STOP-Bang questionnaire, with its high sensitivity, may be useful for screening OSA. However, the low specificity should be improved in the questionnaire.
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Affiliation(s)
- Burcu Oktay Arslan
- Department of Chest Diseases and Sleep Disorders Center University of Healthy Sciences, Dr. Suat Seren Chest Diseases and Chest Surgery Training and Research Hospital, İzmir, Turkey
| | - Zeynep Zeren Uçar Hoşgör
- Department of Chest Diseases and Sleep Disorders Center University of Healthy Sciences, Dr. Suat Seren Chest Diseases and Chest Surgery Training and Research Hospital, İzmir, Turkey
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Gender Differences in Obstructive Sleep Apnea: The Value of Sleep Questionnaires with a Separate Analysis of Cardiovascular Patients. J Clin Med 2020; 9:jcm9010130. [PMID: 31947711 PMCID: PMC7019723 DOI: 10.3390/jcm9010130] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Revised: 12/18/2019] [Accepted: 12/31/2019] [Indexed: 01/27/2023] Open
Abstract
Background: Gender affects the clinical presentation of obstructive sleep apnea (OSA). The classic OSA symptoms, such as sleepiness, snoring, and apnea, are not so frequent in women. Objectives: To evaluate possible gender differences in questionnaires used for OSA prediction, such as the Epworth Sleepiness Scale (ESS), STOP, STOP Bang (SB), Berlin Questionnaire (BQ), Athens Insomnia Scale (AIS), and Fatigue Scale (FS). Methods: 350 males were matched with 350 women referred to a sleep clinic, according to OSA severity. All responded to the questionnaires and underwent a sleep study. Cardiovascular disease (CVD) patients were separately analyzed. Results: ESS did not differ between genders. SB was higher in males, whereas STOP, BQ, AIS, and FS were higher in females. BQ presented the highest sensitivity in both genders, whereas STOP exhibited the highest specificity in males and ESS in females. AIS and FS were more sensitive and SB more specific in females, whereas BQ was more specific in males. For severe OSA, the predictive values of SB and BQ were almost similar for both genders; however AIS and FS were higher in women. CVD patients presented higher scores, independent of gender, except for AIS, which was higher in females. Conclusion: Gender-specific evaluation of questionnaires is necessary to prevent OSA under-diagnosis.
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Amra B, Rahmati B, Soltaninejad F, Feizi A. Screening Questionnaires for Obstructive Sleep Apnea: An Updated Systematic Review. Oman Med J 2018; 33:184-192. [PMID: 29896325 DOI: 10.5001/omj.2018.36] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Obstructive sleep apnea (OSA) is the most common sleep-related breathing disorder and is associated with significant morbidity. We sought to present an updated systematic review of the literature on the accuracy of screening questionnaires for OSA against polysomnography (PSG) as the reference test. Using the main databases (including Medline, Cochrane Database of Systematic Reviews and Scopus) we used a combination of relevant keywords to filter studies published between January 2010 and April 2017. Population-based studies evaluating the accuracy of screening questionnaires for OSA against PSG were included in the review. Thirty-nine studies comprising 18 068 subjects were included. Four screening questionnaires for OSA had been validated in selected studies including the Berlin questionnaire (BQ), STOP-Bang Questionnaire (SBQ), STOP Questionnaire (SQ), and Epworth Sleepiness Scale (ESS). The sensitivity of SBQ in detecting mild (apnea-hypopnea index (AHI) ≥ 5 events/hour) and severe (AHI ≥ 30 events/hour) OSA was higher compared to other screening questionnaires (range from 81.08% to 97.55% and 69.2% to 98.7%, respectively). However, SQ had the highest sensitivity in predicting moderate OSA (AHI ≥ 15 events/hour; range = 41.3% to 100%). SQ and SBQ are reliable tools for screening OSA among sleep clinic patients. Although further validation studies on the screening abilities of these questionnaires on general populations are required.
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Affiliation(s)
- Babak Amra
- Bamdad Respiratory and Sleep Research Center, Pulmonary Ward, Department of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Behzad Rahmati
- Department of Internal Medicine, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Forogh Soltaninejad
- Pulmonary Ward, Department of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Awat Feizi
- Department of Biostatistics and Epidemiology, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
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