CC BY-NC-ND 4.0 · Sleep Sci 2022; 15(03): 318-325
DOI: 10.5935/1984-0063.20220057
ORIGINAL ARTICLES

Validation of mandibular movements’ analysis to measure sleep in adults with sleep complaints by comparison with actigraphy and polysomnography

Bassam Chakar
1   University Hospital of Liege, Sleep Study Center - Liège - Belgium
2   Centre Hospitalier Régional de la Citadelle, Sleep Study Unit - Liège - Belgium
,
Frédéric Senny
3   High School HELMo-Gramme, Electronic and Informatic Unit - Liège - Belgium
,
Laurent Cambron
1   University Hospital of Liege, Sleep Study Center - Liège - Belgium
,
Anne-Lise Poirrier
4   University Hospital of Liege, Department of Otorhinolaryngology - Liège - Belgium
,
Annick Bruwier
5   University Hospital of Liege, Department of Orthodontics and Dentofacial Orthopedics - Liège - Belgium
,
Farhad Baharloo
2   Centre Hospitalier Régional de la Citadelle, Sleep Study Unit - Liège - Belgium
,
Robert Poirrier
1   University Hospital of Liege, Sleep Study Center - Liège - Belgium
› Author Affiliations

Objective In adults with sleep complaints, we assessed the software of automatic analysis of mandibular movements to identify sleep and wake states by confrontation with the polysomnography (PSG) and the actigraphy (ACTG).

Material and Methods Simultaneous and synchronized in-lab PSG, ACTG, and JAWAC were carried out in 100 patients with a sleep complaint. Epoch by epoch analysis was realized to assess the ability to sleep-wake distinction. Sleep parameters as measured by the three devices were compared. These included three regularly reported parameters: total sleep time (TST), sleep onset latency (SOL), and wake after sleep onset (WASO). Also, two supplementary parameters, wake during sleep period (WDSP) and latency to arising (LTA) were added to measure separately the quiet wakefulness states.

Results The epoch by epoch analysis showed that the JAWAC, as compared to ACTG, classified sleep and wake states with greater specificity, while the overall accuracy and sensitivity of the two devices were comparable. The sleep parameters analysis showed that for the JAWAC estimates, the differences in TST, SOL, and LTA values were not statistically significant. However, WDSP and subsequently WASO were slightly underestimated. In contrast, the dissimilarities between ACTG estimates and PSG measurements of all the above sleep parameters were statistically significant; TST was overestimated whilst SOL, LTA, WDSP, and WASO were underestimated.

Conclusion This study indicated that, besides its ability to reliably estimate TST, the JAWAC based on mandibular movements’ analysis was able, in adults with sleep complaints, to overcome the important problem of the recognition of the state of quiet wakefulness.



Publication History

Received: 20 June 2021

Accepted: 17 January 2022

Article published online:
01 December 2023

© 2023. Brazilian Sleep Association. This is an open access article published by Thieme under the terms of the Creative Commons Attribution-NonDerivative-NonCommercial License, permitting copying and reproduction so long as the original work is given appropriate credit. Contents may not be used for commercial purposes, or adapted, remixed, transformed or built upon. (https://creativecommons.org/licenses/by-nc-nd/4.0/)

Thieme Revinter Publicações Ltda.
Rua do Matoso 170, Rio de Janeiro, RJ, CEP 20270-135, Brazil

 
  • REFERENCES

  • 1 McNicholas WT, Bonsignore MR, Lévy P, Silke R. Mild obstructive sleep apnoea: clinical relevance and approaches to management. Lancet Respir Med. 2016 Oct;4(10):826-34. DOI: https://doi.org/10.1016/S2213-2600(16)30146-1
  • 2 Kapur VK, Auckley DH, Chowdhuri S, Kuhlmann DC, Mehra R, Ramar K, et al. Clinical practice guideline for diagnostic testing for adult obstructive sleep apnea: an American Academy of Sleep Medicine Clinical Practice Guideline. J Clin Sleep Med. 2017 Mar;13(3):479-504. DOI: https://doi.org/10.5664/jcsm.6506
  • 3 American Academy of Sleep Medicine (AASM). International classification of sleep disorders. 3rd ed. Darien: AASM; 2014.
  • 4 Escourrou P, Grote L, Penzel T, McNicholas WT, Verbraecken J, Tkacova R, et al. The diagnostic method has a strong in.uence on classification of obstructive sleep apnea. J Sleep Res. 2015 Aug;24(6):730-8. DOI: https:// doi.org/10.1111/jsr.12318
  • 5 Van de Water ATM, Holmes A, Hurley DA. Objective measurements of sleep for non-laboratory settings as alternatives to polysomnography – a systematic review. J Sleep Res. 2011 Mar;20(1 Pt 2):183-200. DOI: https:// doi.org/10.1111/j.1365-2869.2009.00814.x
  • 6 Smith MT, McCrae CS, Cheung J, Martin JL, Harrod CG, Heald JL, et al. Use of actigraphy for the evaluation of sleep disorders and circadian rhythm sleep-wake disorders: an American Academy of Sleep Medicine clinical practice guideline. J Clin Sleep Med. 2018 Jul;14(7):1231-7. DOI: https://doi.org/10.5664/jcsm.7230
  • 7 Sands SA, Owens RL, Malhotra A. New approaches to diagnosing sleepdisordered breathing. Sleep Med Clin. 2016 Jun;11(2):143-52. DOI: https://doi.org/10.1016/j.jsmc.2016.01.005
  • 8 Martinot JB, Le-Dong NN, Cuthbert V, Denison S, Silkoff PE, Guénard H, et al. Mandibular movements as accurate reporters of respiratory effort during sleep: validation against diaphragmatic electromyography. Front Neurol. 2017 Jul;8:353. DOI: https://doi.org/10.3389/fneur.2017.00353
  • 9 Senny F, Destiné J, Poirrier R. Midsagittal jaw movements analysis for the scoring of sleep apneas and hypopneas. IEEE Trans Biomed Eng. 2008 Jan;55(1):87-95. DOI: https://doi.org/10.1109/TBME.2007.899351
  • 10 Senny F, Maury G, Cambron L, Leroux A, Destiné J, Poirrier R. The sleep/ wake state scoring from mandible movement signal. Sleep Breath. 2012 Jun;16(2):535-42. DOI: https://doi.org/10.1007/s11325-011-0539-4
  • 11 Chakar B, Senny F, Poirrier AL, Cambron L, Fanielle J, Poirrier R. Validation of midsagittal jaw movements to measure sleep in healthy adults by comparison with actigraphy and polysomnography. Sleep Sci. 2017 Jul;10(3):122-7. DOI: https://doi.org/10.5935/1984-0063.20170021
  • 12 World Medical Association (WMA). World Medical Association Declaration of Helsinki: ethical principles for medical research involving human subjects. JAMA. 2013 Nov;310(20):2191-4. DOI: https://doi. org/10.1001/jama.2013.281053
  • 13 O’Hare E, Flanagan D, Penzel T, Garcia C, Frohberg D, Heneghan C. A comparison of radio-frequency biomotion sensors and actigraphy versus polysomnography for the assessment of sleep in normal subjects. Sleep Breath. 2015;19(1):91-8. DOI: https://doi.org/10.1007/s11325-014-0967-z
  • 14 Beckers B, Poirrier R, Destine J. Screening of sleep-disordered breathing through the recording of mandibular movements. In: Proceeding 1st Annual International IEEE-EMBS - Special Topic Conference Microtechnologies in Medicine and Biology. Lyon, France, 2000 Oct 12-14. Lyon: IEEE-EMBS; 2000. p. 593-6.
  • 15 Kushida CA, Littner MR, Morgenthaler T, Alessi CA, Bailey D, Coleman Junior J, et al. Practice parameters for the indications for polysomnography and related procedures: an update for 2005. Sleep. 2005 Apr;28(4):499-521. DOI: https://doi.org/10.1093/sleep/28.4.499
  • 16 Food and Drug Administration (FDA). Statistical guidance on reporting results from studies evaluating diagnostic tests [Internet]. Washington: FDA; [access in 2007 Mar 13]. Available from: https://www.fda.gov/regulatoryinformation/ search-fda-guidance-documents/statistical-guidance-reportingresults- studies-evaluating-diagnostic-tests-guidance-industry-and-fda
  • 17 Tyron WW. Activity and sleep. In: Bellack AS, Hersen M, eds. Activity measurement in psychology and medicine. Berlin: Springer; 1991. p. 149-95.
  • 18 Krouwer JS. Why Bland-Altman plots should use X, not (Y+X)/2 when X is a reference method. Stat Med. 2008 Feb;27(5):778-80. DOI: https:// doi.org/10.1002/sim.3086
  • 19 Fogel RB, Trinder J, White DP, Malhotra A, Raneri J, Schory K, et al. The effect of sleep onset on upper airway muscle activity in patients with sleep apnoea versus controls. J Physiol. 2005 Apr;564(2):549-62. DOI: https://doi.org/10.1113/jphysiol.2005.083659
  • 20 Miyamoto K, Ozbek MM, Lowe AA, Sjöholm TT, Love LL, Fleetham JA, et al. Mandibular posture during sleep in healthy adults. Arch Oral Biol. 1998 Apr;43(4):269-75. DOI: https://doi.org/10.1016/s0003-9969(97)00122-2
  • 21 Miyamoto K, Ozbek MM, Lowe AA, Sjöholm TT, Love LL, Fleetham JA, et al. Mandibular posture during sleep in patients with obstructive sleep apnoea. Arch Oral Biol. 1999 Aug;44(8):657-64. DOI: https://doi. org/10.1016/s0003-9969(99)00057-6