Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Meta-Analysis
. 2015 Jan 15;11(1):27-36.
doi: 10.5664/jcsm.4358.

Diagnostic capability of biological markers in assessment of obstructive sleep apnea: a systematic review and meta-analysis

Affiliations
Meta-Analysis

Diagnostic capability of biological markers in assessment of obstructive sleep apnea: a systematic review and meta-analysis

Graziela De Luca Canto et al. J Clin Sleep Med. .

Abstract

Objective: The purpose of this systematic review is to evaluate the diagnostic value of biological markers (exhaled breath condensate, blood, salivary and urinary) in the diagnosis of OSA in comparison to the gold standard of nocturnal PSG.

Methods: Studies that differentiated OSA from controls based on PSG results, without age restriction, were eligible for inclusion. The sample of selected studies could include studies in obese patients and with known cardiac disease. A detailed individual search strategy for each of the following bibliographic databases was developed: Cochrane, EMBASE, MEDLINE, PubMed, and LILACS. The references cited in these articles were also crosschecked and a partial grey literature search was undertaken using Google Scholar. The methodology of selected studies was evaluated using the 14-item Quality Assessment Tool for Diagnostic Accuracy Studies.

Results: After a two-step selection process, nine articles were identified and subjected to qualitative and quantitative analyses. Among them, only one study conducted in children and one in adults found biomarkers that exhibit sufficiently satisfactory diagnostic accuracy that enables application as a diagnostic method for OSA.

Conclusion: Kallikrein-1, uromodulin, urocotin-3, and orosomucoid-1 when combined have enough accuracy to be an OSA diagnostic test in children. IL-6 and IL-10 plasma levels have potential to be good biomarkers in identifying or excluding the presence of OSA in adults.

Keywords: biological markers; diagnosis; review; sleep apnea syndromes.

PubMed Disclaimer

Figures

Figure 1
Figure 1. Flow diagram of literature search and selection criteria.
Adapted from PRISMA.
Figure 2
Figure 2. Forest plot with diagnostic test accuracy (sensitivity, specificity, and 95% confidence interval) of each study.
(A) Studies in children that analyzed each biomarker individually. (B) Studies in children that combined three or four biomarkers in one analysis. (C) Studies in adults. TP, true positive; FP, false positive; FN, false negative; TN, true negative.
Figure 3
Figure 3. Receiver operating characteristic (ROC) curves for each group.
(A) Studies in children that analyzed each biomarker individually. (B) Studies in children that combined three or four biomarkers in one analysis. (C) Studies in adults.

Similar articles

Cited by

  • Trends in Diagnosing Obstructive Sleep Apnea in Pediatrics.
    Kang M, Mo F, Witmans M, Santiago V, Tablizo MA. Kang M, et al. Children (Basel). 2022 Feb 24;9(3):306. doi: 10.3390/children9030306. Children (Basel). 2022. PMID: 35327678 Free PMC article. Review.
  • Risk Factors for Obstructive Sleep Apnea Syndrome in Children: State of the Art.
    Gulotta G, Iannella G, Vicini C, Polimeni A, Greco A, de Vincentiis M, Visconti IC, Meccariello G, Cammaroto G, De Vito A, Gobbi R, Bellini C, Firinu E, Pace A, Colizza A, Pelucchi S, Magliulo G. Gulotta G, et al. Int J Environ Res Public Health. 2019 Sep 4;16(18):3235. doi: 10.3390/ijerph16183235. Int J Environ Res Public Health. 2019. PMID: 31487798 Free PMC article. Review.
  • From CPAP to tailored therapy for obstructive sleep Apnoea.
    Sutherland K, Kairaitis K, Yee BJ, Cistulli PA. Sutherland K, et al. Multidiscip Respir Med. 2018 Dec 3;13:44. doi: 10.1186/s40248-018-0157-0. eCollection 2018. Multidiscip Respir Med. 2018. PMID: 30524729 Free PMC article. Review.
  • Diagnostic validity of methods for assessment of swallowing sounds: a systematic review.
    Taveira KVM, Santos RS, Leão BLC, Stechman Neto J, Pernambuco L, Silva LKD, De Luca Canto G, Porporatti AL. Taveira KVM, et al. Braz J Otorhinolaryngol. 2018 Sep-Oct;84(5):638-652. doi: 10.1016/j.bjorl.2017.12.008. Epub 2018 Feb 3. Braz J Otorhinolaryngol. 2018. PMID: 29456200 Free PMC article.
  • Use of blood biomarkers to screen for obstructive sleep apnea.
    Fleming WE, Holty JC, Bogan RK, Hwang D, Ferouz-Colborn AS, Budhiraja R, Redline S, Mensah-Osman E, Osman NI, Li Q, Azad A, Podolak S, Samoszuk MK, Cruz AB, Bai Y, Lu J, Riley JS, Southwick PC. Fleming WE, et al. Nat Sci Sleep. 2018 Jun 14;10:159-167. doi: 10.2147/NSS.S164488. eCollection 2018. Nat Sci Sleep. 2018. PMID: 29942168 Free PMC article.

References

    1. Lumeng JC, Chervin RD. Epidemiology of pediatric obstructive sleep apnea. Proc Am Thorac Soc. 2008;5:242–52. - PMC - PubMed
    1. Jean-Louis G, Zizi F, Brown D, Ogedegbe G, Borer J, McFarlane S. Obstructive sleep apnea and cardiovascular disease: evidence and underlying mechanisms. Minerva Pneumol. 2009;48:277–93. - PMC - PubMed
    1. Marcus CL, Brooks LJ, Draper KA, et al. Diagnosis and management of childhood obstructive sleep apnea syndrome. Pediatrics. 2012;130:576–84. - PubMed
    1. Ali SS, Oni ET, Warraich HJ, et al. Systematic review on noninvasive assessment of subclinical cardiovascular disease in obstructive sleep apnea: new kid on the block! Sleep Med Rev. 2014;18:379–91. - PubMed
    1. Lal C, Strange C, Bachman D. Neurocognitive impairment in obstructive sleep apnea. Chest. 2012;141:1601–10. - PubMed

Publication types

MeSH terms