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. 2022 Jan 15;22(1):38.
doi: 10.1186/s12890-022-01827-0.

A new tool to screen patients with severe obstructive sleep apnea in the primary care setting: a prospective multicenter study

Collaborators, Affiliations

A new tool to screen patients with severe obstructive sleep apnea in the primary care setting: a prospective multicenter study

Patricia Peñacoba et al. BMC Pulm Med. .

Abstract

Background: The coordination between different levels of care is essential for the management of obstructive sleep apnea (OSA). The objective of this multicenter project was to develop a screening model for OSA in the primary care setting.

Methods: Anthropometric data, clinical history, and symptoms of OSA were recorded in randomly selected primary care patients, who also underwent a home sleep apnea test (HSAT). Respiratory polygraphy or polysomnography were performed at the sleep unit to establish definite indication for continuous positive airway pressure (CPAP). By means of cross-validation, a logistic regression model (CPAP yes/no) was designed, and with the clinical variables included in the model, a scoring system was established using the β coefficients (PASHOS Test). In a second stage, results of HSAT were added, and the final accuracy of the model was assessed.

Results: 194 patients completed the study. The clinical test included the body mass index, neck circumference and observed apneas during sleep (AUC 0.824, 95% CI 0.763-0.886, P < 0.001). In a second stage, the oxygen desaturation index (ODI) of 3% (ODI3% ≥ 15%) from the HSAT was added (AUC 0.911, 95% CI 0.863-0.960, P < 0.001), with a sensitivity of 85.5% (95% CI 74.7-92.1) and specificity of 67.8% (95% CI 55.1-78.3).

Conclusions: The use of this model would prevent referral to the sleep unit for 55.1% of the patients. The two-stage PASHOS model is a useful and practical screening tool for OSA in primary care for detecting candidates for CPAP treatment. Clinical Trial Registration Registry: ClinicalTrials.gov; Name: PASHOS Project: Advanced Platform for Sleep Apnea Syndrome Assessment; URL: https://clinicaltrials.gov/ct2/show/NCT02591979 ; Identifier: NCT02591979. Date of registration: October 30, 2015.

Keywords: Continuous positive airway pressure (CPAP); Home sleep apnea test; Obstructive sleep apnea; Primary healthcare; Screening model; Sleep unit.

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Conflict of interest statement

The first author and none of the other authors have any affiliations or financial involvement that conflict with the material presented in this study.

Figures

Fig. 1
Fig. 1
Flow chart of the study population (OSA: obstructive sleep apnea; HSAT: home sleep apnea test; RP: respiratory polygraphy; PSG; polysomnography)
Fig. 2
Fig. 2
Diagnostic accuracy of the PASHOS Test for a cut-off value of ≥ 5 and different study questionnaires (left panel) as well as variables obtained with the home sleep apnea test (right panel) (AUC: area under the ROC curve; CI: confidence interval; AHI: apnea–hypopnea index; ODI3%: oxygen desaturation index of 3%; ODI4%: oxygen desaturation index of 4%)

References

    1. Benjafield AV, Ayas NT, Eastwood PR, Heinzer R, Ip MSM, Morrell MJ, et al. Estimation of the global prevalence and burden of obstructive sleep apnoea: a literature-based analysis. Lancet Respir Med. 2019;7(8):687–698. doi: 10.1016/S2213-2600(19)30198-5. - DOI - PMC - PubMed
    1. Tietjens JR, Claman D, Kezirian EJ, de Marco T, Mirzayan A, Sadroonri B, et al. Obstructive sleep apnea in cardiovascular disease: a review of the literature and proposed multidisciplinary clinical management strategy. J Am Heart Assoc. 2019;8(1):e010440. doi: 10.1161/JAHA.118.010440. - DOI - PMC - PubMed
    1. Punjabi NM, Caffo BS, Goodwin JL, Gottlied DJ, Newman AB, O’Connor GT, et al. Sleep-disordered breathing and mortality: prospective cohort study. PLoS Med. 2009;6(8):e1000132. doi: 10.1371/journal.pmed.1000132. - DOI - PMC - PubMed
    1. Campos-Rodriguez F, Martinez-Garcia MA, Martinez M, Duran-Cantolla J, De La Penã M, Masdeu MJ, et al. Association between obstructive sleep apnea and cancer incidence in a large multicenter spanish cohort. Am J Respir Crit Care Med. 2013;187:99–105. doi: 10.1164/rccm.201209-1671OC. - DOI - PubMed
    1. Lajoie AC, Lafontaine A-L, Kimoff RJ, Kaminska M. Obstructive sleep apnea in neurodegenerative disorders: current evidence in support of benefit from sleep apnea treatment. J Clin Med. 2020;9:297. doi: 10.3390/jcm9020297. - DOI - PMC - PubMed

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