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Poor performance of screening questionnaires for obstructive sleep apnea in male commercial drivers

  • Sleep Breathing Physiology and Disorders • Original Article
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Abstract

Purpose

Screening commercial drivers (CDs) for obstructive sleep apnea (OSA) reduces the risk of motor vehicle accidents. We evaluated the accuracy of standard OSA questionnaires in a cohort of CDs.

Study design and methods

We enrolled consecutive male CDs at 10 discrete transportation companies during their yearly scheduled occupational health visit. The CDs had their anthropometric measures taken; completed the Berlin, STOP, STOP-BANG, OSAS-TTI, SACS, EUROSAS, and ARES questionnaires; and underwent a home sleep apnea test (HSAT) for the determination of their respiratory events index (REI). We assessed the questionnaires’ ability to predict OSA (REI ≥ 5 events/h) and moderate-to-severe OSA (REI ≥ 15 events/h).

Results

Among 315 CDs recruited, 243 (77%) completed the study protocol, while 72 subjects were excluded for inadequate HSAT quality. The demographics and clinical data were comparable in both the included and excluded subjects. The included CDs had a median age of 50 years (interquartile range (IQR) 25–70) and a mean body mass index of 27 ± 4 kg/m2. One hundred and seventy-one subjects (71%) had OSA, and 68 (28%) had moderate-to-severe OSA. A receiver operating characteristic curve of the questionnaires were 0.51–0.71 for predicting OSA and 0.51–0.66 for moderate-to-severe OSA. The STOP-BANG questionnaire had an unsatisfactory positive predictive value, while all of the other questionnaires had an inadequate negative predictive value.

Conclusions

Standard OSA questionnaires are not suited for screening among CDs. The use of the HSAT could provide an objective evaluation of for OSA in this special population.

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Data availability

The original data are available upon reasonable request.

References

  1. Tregear S, Reston J, Schoelles K, Phillips B (2009) Obstructive sleep apnea and risk of motor vehicle crash: systematic review and meta-analysis. J Clin Sleep Med 5(6):573–581

    Article  Google Scholar 

  2. Sunwoo JS, Shin DS, Hwangbo Y, Kim WJ, Chu MK, Yun CH, Jang T, Yang KI (2019) High risk of obstructive sleep apnea, insomnia, and daytime sleepiness among commercial motor vehicle drivers. Sleep Breath 23(3):979–985. https://doi.org/10.1007/s11325-019-01805-7

    Article  PubMed  Google Scholar 

  3. Meuleners L, Fraser ML, Govorko MH, Stevenson MR (2015) Obstructive sleep apnea, health-related factors, and long distance heavy vehicle crashes in Western Australia: a case control study. J Clin Sleep Med 11(4):413–418. https://doi.org/10.5664/jcsm.4594

    Article  PubMed  PubMed Central  Google Scholar 

  4. Gurubhagavatula I, Sullivan S, Meoli A, Patil S, Olson R, Berneking M, Watson NF (2017) Management of obstructive sleep apnea in commercial motor vehicle operators: recommendations of the AASM sleep and transportation safety awareness task force. J Clin Sleep Med 13(5):745–758. https://doi.org/10.5664/jcsm.6598

    Article  PubMed  PubMed Central  Google Scholar 

  5. Bonsignore MR, Randerath W, Riha R, Smyth D, Gratziou C, Goncalves M, McNicholas WT (2016) New rules on driver licensing for patients with obstructive sleep apnea: European Union Directive 2014/85/EU. J Sleep Res 25(1):3–4. https://doi.org/10.1111/jsr.12379

    Article  PubMed  Google Scholar 

  6. Malhotra RK, Kirsch DB, Kristo DA, Olson EJ, Aurora RN, Carden KA, Chervin RD, Martin JL, Ramar K, Rosen CL, Rowley JA, Rosen IM, American Academy of Sleep Medicine Board of D (2018) Polysomnography for obstructive sleep apnea should include arousal-based scoring: an American Academy of Sleep Medicine Position Statement. J Clin Sleep Med 14(7):1245–1247. https://doi.org/10.5664/jcsm.7234

    Article  PubMed  PubMed Central  Google Scholar 

  7. Kapur VK, Auckley DH, Chowdhuri S, Kuhlmann DC, Mehra R, Ramar K, Harrod CG (2017) Clinical practice guideline for diagnostic testing for adult obstructive sleep apnea: an American Academy of Sleep Medicine Clinical Practice guideline. J Clin Sleep Med 13(3):479–504. https://doi.org/10.5664/jcsm.6506

    Article  PubMed  PubMed Central  Google Scholar 

  8. Kee K, Dixon J, Shaw J, Vulikh E, Schlaich M, Kaye DM, Zimmet P, Naughton MT (2018) Comparison of commonly used questionnaires to identify obstructive sleep apnea in a high-risk population. J Clin Sleep Med 14(12):2057–2064. https://doi.org/10.5664/jcsm.7536

    Article  PubMed  PubMed Central  Google Scholar 

  9. Talmage JB, Hudson TB, Hegmann KT, Thiese MS (2008) Consensus criteria for screening commercial drivers for obstructive sleep apnea: evidence of efficacy. J Occup Environ Med 50(3):324–329. https://doi.org/10.1097/JOM.0b013e3181617ab8

    Article  PubMed  Google Scholar 

  10. Parks P, Durand G, Tsismenakis AJ, Vela-Bueno A, Kales S (2009) Screening for obstructive sleep apnea during commercial driver medical examinations. J Occup Environ Med 51(3):275–282. https://doi.org/10.1097/jom.0b013e31819eaaa4

    Article  PubMed  Google Scholar 

  11. Berger M, Varvarigou V, Rielly A, Czeisler CA, Malhotra A, Kales SN (2012) Employer-mandated sleep apnea screening and diagnosis in commercial drivers. J Occup Environ Med 54(8):1017–1025. https://doi.org/10.1097/JOM.0b013e3182572e16

    Article  PubMed  PubMed Central  Google Scholar 

  12. Sutherland K, Keenan BT, Bittencourt L, Chen NH, Gislason T, Leinwand S, Magalang UJ, Maislin G, Mazzotti DR, McArdle N, Mindel J, Pack AI, Penzel T, Singh B, Tufik S, Schwab RJ, Cistulli PA, Investigators S (2019) A global comparison of anatomic risk factors and their relationship to obstructive sleep apnea severity in clinical samples. J Clin Sleep Med 15(4):629–639. https://doi.org/10.5664/jcsm.7730

    Article  PubMed  PubMed Central  Google Scholar 

  13. Netzer NC, Stoohs RA, Netzer CM, Clark K, Strohl KP (1999) Using the Berlin questionnaire to identify patients at risk for the sleep apnea syndrome. Ann Intern Med 131(7):485–491. https://doi.org/10.7326/0003-4819-131-7-199910050-00002

    Article  CAS  PubMed  Google Scholar 

  14. Chung F, Yegneswaran B, Liao P, Chung SA, Vairavanathan S, Islam S, Khajehdehi A, Shapiro CM (2008) STOP questionnaire: a tool to screen patients for obstructive sleep apnea. Anesthesiology 108(5):812–821. https://doi.org/10.1097/ALN.0b013e31816d83e4

    Article  PubMed  Google Scholar 

  15. Popevic MB, Milovanovic A, Nagorni-Obradovic L, Nesic D, Milovanovic J, Milovanovic APS (2017) Screening commercial drivers for obstructive sleep apnea: validation of STOP-Bang questionnaire. Int J Occup Med Environ Health 30(5):751–761. https://doi.org/10.13075/ijomeh.1896.00906

    Article  PubMed  Google Scholar 

  16. Flemons WW, Whitelaw WA, Brant R, Remmers JE (1994) Likelihood ratios for a sleep apnea clinical prediction rule. Am J Respir Crit Care Med 150(5 Pt 1):1279–1285. https://doi.org/10.1164/ajrccm.150.5.7952553

    Article  CAS  PubMed  Google Scholar 

  17. Westbrook PR, Levendowski DJ, Cvetinovic M, Zavora T, Velimirovic V, Henninger D, Nicholson D (2005) Description and validation of the apnea risk evaluation system: a novel method to diagnose sleep apnea-hypopnea in the home. Chest 128(4):2166–2175. https://doi.org/10.1378/chest.128.4.2166

    Article  PubMed  Google Scholar 

  18. Pneumologia SId (2014) Questionario OSAS TTI. http://www.sipirs.it/cms/tavolo-tecnico-interdisciplinare-lo-screening-clinico-dellosas/. Accessed Jan 2021

  19. McNicholas WT New standards and guidelines for drivers with obstructive sleep apnoea syndrome: report of the obstructive sleep apnoea working group. University College Dublin Library

  20. Peker Y, Ozaydin AN, Cetinkaya R, Kabadayi E, Karakucuk AG, Celik Y, McNicholas WT (2020) Reliability of the Turkish version of the European Obstructive Sleep Apnea Screening (EUROSAS) questionnaire for drivers. Sleep Breath. https://doi.org/10.1007/s11325-020-02201-2

  21. Collop NA, Tracy SL, Kapur V, Mehra R, Kuhlmann D, Fleishman SA, Ojile JM (2011) Obstructive sleep apnea devices for out-of-center (OOC) testing: technology evaluation. J Clin Sleep Med 7(5):531–548. https://doi.org/10.5664/Jcsm.1328

    Article  PubMed  PubMed Central  Google Scholar 

  22. Berry RB, Budhiraja R, Gottlieb DJ, Gozal D, Iber C, Kapur VK, Marcus CL, Mehra R, Parthasarathy S, Quan SF, Redline S, Strohl KP, Davidson Ward SL, Tangredi MM, American Academy of Sleep M (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(5):597–619. https://doi.org/10.5664/jcsm.2172

    Article  PubMed  PubMed Central  Google Scholar 

  23. Wittine LM, Olson EJ, Morgenthaler TI (2014) Effect of recording duration on the diagnostic accuracy of out-of-center sleep testing for obstructive sleep apnea. Sleep 37(5):969–975. https://doi.org/10.5665/sleep.3672

    Article  PubMed  PubMed Central  Google Scholar 

  24. Gurubhagavatula I, Tan M, Jobanputra AM (2020) OSA in professional transport operations: safety, regulatory, and economic impact. Chest 158(5):2172–2183. https://doi.org/10.1016/j.chest.2020.05.582

    Article  PubMed  Google Scholar 

  25. Schiza SE, Bouloukaki I (2020) Screening for obstructive sleep apnoea in professional drivers. Breathe 16(1):29364. https://doi.org/10.1183/20734735.0364-2019

    Article  PubMed  PubMed Central  Google Scholar 

  26. Ueyama M, Kokuto H, Sugihara H, Oikawa S, Suzuki F, Goto H, Kudoh S (2018) Investigation of obstructive sleep apnea using portable monitors and health check data in Japanese drivers. J Atheroscler Thromb 25(11):1118–1127. https://doi.org/10.5551/jat.41806

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Firat H, Yuceege M, Demir A, Ardic S (2012) Comparison of four established questionnaires to identify highway bus drivers at risk for obstructive sleep apnea in Turkey. Sleep Biol Rhythms 10(3):231–236. https://doi.org/10.1111/j.1479-8425.2012.00566.x

    Article  Google Scholar 

  28. Zhang C, Berger M, Malhotra A, Kales SN (2012) Portable diagnostic devices for identifying obstructive sleep apnea among commercial motor vehicle drivers: considerations and unanswered questions. Sleep 35(11):1481–1489. https://doi.org/10.5665/sleep.2194

    Article  PubMed  PubMed Central  Google Scholar 

  29. Kundel V, Shah N (2017) Impact of portable sleep testing. Sleep Med Clin 12(1):137–147. https://doi.org/10.1016/j.jsmc.2016.10.006

    Article  PubMed  PubMed Central  Google Scholar 

  30. El Shayeb M, Topfer LA, Stafinski T, Pawluk L, Menon D (2014) Diagnostic accuracy of level 3 portable sleep tests versus level 1 polysomnography for sleep-disordered breathing: a systematic review and meta-analysis. CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne 186 (1):E25–E51. https://doi.org/10.1503/cmaj.130952

  31. Colvin LJ, Dace GA, Colvin RM, Ojile J, Collop N (2016) Commercial motor vehicle driver positive airway pressure therapy adherence in a sleep center. J Clin Sleep Med 12(4):477–485. https://doi.org/10.5664/jcsm.5670

    Article  PubMed  PubMed Central  Google Scholar 

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Acknowledgements

The authors are grateful to Professor Maria Rosaria Bonsignore for her valuable suggestions and comments that contributed to improving the quality of this manuscript.

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Authors and Affiliations

Authors

Contributions

AA, DT, AC, DT, and GR were involved in the design of the study, data collection, and interpretation and provided critical revision of the manuscript and intellectual discussion.

GC, MG, and NDS were involved in the data analysis and interpretation.

All authors were substantially involved in drafting the article and approved this final version of the manuscript.

Corresponding author

Correspondence to Alessandro Adami.

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Ethics approval and consent to participate

All procedures performed involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards. This study was approved by the Ethical Committee of Verona and Rovigo Provinces (842CESC), and informed consent was obtained from all participants. All included subjects gave informed consent to participate in the study. Anonymity of personal data and reports was guaranteed by the study protocol.

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The authors declare no competing interests.

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Adami, A., Tonon, D., Corica, A. et al. Poor performance of screening questionnaires for obstructive sleep apnea in male commercial drivers. Sleep Breath 26, 541–547 (2022). https://doi.org/10.1007/s11325-021-02414-z

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  • DOI: https://doi.org/10.1007/s11325-021-02414-z

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