Insomnia symptoms and CPAP compliance in OSAS patients: A descriptive study using Data Mining methods

Sleep Medicine

Volumn 11, Issue 8, 2010, Pages 777-784

  Nguyên, Xuân Lan ^a   Chaskalovic, Joël ^b,c   Rakotonanahary, Dominique ^a   Fleury, Bernard ^a  

^a HÔPITAL SAINT ANTOINE   (France)

^b ARIEL UNIVERSITY   (Israel)

^c INSTITUT JEAN LE ROND D ALEMBERT   (France)

Author keywords

Continuous positive airway pressure; CPAP compliance; Data Mining analysis; Insomnia complaint; Insomnia Severity Index; Obstructive sleep apnea

Indexed keywords

ADULT; ANTHROPOMETRIC PARAMETERS; ARTICLE; BODY MASS; CONTROLLED STUDY; DATA MINING; DESCRIPTIVE RESEARCH; DISEASE SEVERITY; DRUG USE; EPWORTH SLEEPINESS SCALE; FEMALE; HUMAN; INSOMNIA; INSOMNIA SEVERITY INDEX; LONG TERM CARE; MAJOR CLINICAL STUDY; MALE; PATIENT COMPLIANCE; PITTSBURGH SLEEP QUALITY; POLYSOMNOGRAPHY; POSITIVE END EXPIRATORY PRESSURE; PRIORITY JOURNAL; PROSPECTIVE STUDY; SCORING SYSTEM; SLEEP APNEA SYNDROME; SYMPTOM;

EID: 77955585138     PISSN: 13899457     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sleep.2010.04.008     Document Type: Article

References (46)

1. Krakow B., Melendrez D., Ferreira E., Clark J., Warner D., Sisley B., et al. Prevalence of insomnia symptoms in patients with sleep-disordered breathing. Chest 2001, 120:1923-1929.
2. Smith S., Sullivan K., Hopkins W., Douglas J. Frequency of insomnia report in patients with obstructive sleep apnoea hypopnea syndrome (OSAHS). Sleep Med 2004, 5(5):449-456.
3. Krell S.B., Kapur V.K. Insomnia complaints in patients evaluated for obstructive sleep apnea. Sleep Breath 2005, 9(3):104-110.
4. Guilleminault C., Palombini L., Poyares D., Chowdhuri S. Chronic insomnia, postmenopausal women, and sleep disordered breathing: part 1. Frequency of sleep disordered breathing in a cohort. J Psychosom Res 2002, 53(1):611-615.
5. Krakow B., Melendrez D., Lee S.A., Warner T.D., Clark J.O., Sklar D. Refractory insomnia and sleep-disordered breathing: a pilot study. Sleep Breath 2004, 8(1):15-29.
6. Bonnet M.H., Arand D.L. Physiological activation in patients with sleep state misperception. Psychosom Med 1997, 59:533-540.
7. Nofzinger E.A., Buysse D.J., Germain A., Price J.C., Miewald J.M., Kupfer D.J. Functional neuroimaging evidence for hyperarousal in insomnia. Am J Psychiatry 2004, 161(11):2126-2128.
8. Sullivan C.E., Issa F.G., Berthon-Jones M., Eves L. Reversal of obstructive sleep apnoea by continuous positive airway pressure applied through the nares. Lancet 1981, 1(8225):862-865.
9. Engleman H.M., Martin S.E., Deary I.J., Douglas N.J. Effect of continuous positive airway pressure on daytime function in sleep apnoea/hypopnoea syndrome. Lancet 1994, 343(8897):572-575.
10. Marin J.M., Carrizo S.J., Vicente E., Agusti A.G. Long-term cardiovascular outcomes in men with obstructive sleep apnoea-hypopnoea with or without treatment with continuous positive airway pressure: an observational study. Lancet 2005, 365(9464):1046-1053.
11. Doherty L.S., Kiely J.L., Swan V., McNicholas W.T. Long-term effects of nasal continuous positive airway pressure therapy on cardiovascular outcomes in sleep apnea syndrome. Chest 2005, 127(6):2076-2084.
12. Weaver T.E., Maislin G., Dinges D.F., Bloxham T., George C.F., Greenberg H. Relationship between hours of CPAP use and achieving normal levels of sleepiness and daily functioning. Sleep 2007, 30(6):711-719.
13. Waldhorn R.E., Herrick T.W., Nguyen M.C., O'Donnell A.E., Sodero J., Potolicchio S.J. Long-term compliance with nasal continuous positive airway pressure therapy of obstructive sleep apnea. Chest 1990, 97(1):33-38.
14. McArdle N., Devereux G., Heidarnejad H., Engleman H.M., Mackay T.W., Douglas N.J. Long-term use of CPAP therapy for sleep apnea/hypopnea syndrome. Am J Respir Crit Care Med 1999, 159(4 Pt 1):1108-1114.
15. Popescu G., Latham M., Allgar V., Elliott M.W. Continuous positive airway pressure for sleep apnoea/hypopnoea syndrome: usefulness of a 2 week trial to identify factors associated with long term use. Thorax 2001, 56(9):727-733.
16. Lavie P. Insomnia and sleep-disordered breathing. Sleep Med 2007, 8(Suppl. 4):S21-S25.
17. Flemons W.W., Littner M.R., Rowley J.A., Gay P., Anderson W.M., Hudgel D.W., et al. Home diagnosis of sleep apnea: a systematic review of the literature. Chest 2003, 124(4):1535-1542. An evidence review cosponsored by the American Academy of Sleep Medicine, the American College of Chest Physicians, and the American Thoracic Society.
18. Am J Respir Crit Care Med 2004, 169(10):1160-1163. ATS/ACCP/AASM Taskforce Steering Committee, Executive summary on the systematic review and practice parameters for portable monitoring in the investigation of suspected sleep apnea in adults.
19. Meslier N., Simon I., Kouatchet A., Ouksel H., Person C., Racineux J.L. Validation of a suprasternal pressure transducer for apnea classification during sleep. Sleep 2002, 25(7):753-757.
20. Bastien C.H., Vallieres A., Morin C.M. Validation of the Insomnia Severity Index as an outcome measure for insomnia research. Sleep Med 2001, 2:297-307.
21. Buysse D.J., Reynolds C.F., Monk T.H., Berman S.R., Kupfer D.J. The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research. Psychiatry Res 1989, 28:193-213.
22. Johns M.W. A new method for measuring daytime sleepiness: the Epworth Sleepiness scale. Sleep 1991, 14(6):540-545.
23. Punjabi N.M., Bandeen-Roche K., Young T. Predictors of objective sleep tendency in the general population. Sleep 2003, 26(6):678-683.
24. Lévy P., Pépin J.L., Deschaux-Blanc C., Paramelle B., Brambilla C. Accuracy of oximetry for detection of respiratory disturbances in sleep apnea syndrome. Chest 1996, 109(2):395-399.
25. Nguyên X.L., Rakotonanahary D., Chaskalovic J., Philippe C., Hausser-Hauw C., Lebeau B., et al. Residual subjective daytime sleepiness under CPAP treatment in initially somnolent apnea patients: a pilot study using Data Mining methods. Sleep Med 2008, 9(5):511-516.
26. Salvatore D., Reagle D. Statistics and econometrics, Schaum's collection 2002, Mc Graw Hill.
27. Rokach L., Maimon O. Data Mining with decision trees: theory and applications 2001, World Scientific Publishing Company.
28. Massie C.A., Hart R.W. Clinical outcomes related to interface type in patients with obstructive sleep apnea/hypopnea syndrome who are using continuous positive airway pressure. Chest 2003, 123(4):1112-1118.
29. Berry R.B., Hill G., Thompson L., McLaurin V. Portable monitoring and autotitration versus polysomnography for the diagnosis and treatment of sleep apnea. Sleep 2008, 31(10):1423-1431.
30. Knutson K.L., Rathouz P.J., Yan L.L., Liu K., Lauderlale D.S. Stability of the Pittsburgh Sleep Quality Index and the Epworth Sleepiness Questionnaires over 1 year in early middle-aged adults: the CARDIA study. Sleep 2006, 29(11):1503-1506.
31. Backaus J., Junghanns K., Broocks A., Riemann D., Hohagen F. Test-retest reliability and validity of the Pittsburgh Sleep Quality Index in primary insomnia. J Psychosom Res 2002, 53(3):737-740.
32. Stradling J.R. Reducing the cost of treating obstructive sleep apnea: good news for patients. Am J Respir Crit Care Med 2004, 170(11):1143-1144.
33. Mulgrew A.T., Fox N., Ayas N.T., Ryan C.F. Diagnosis and initial management of obstructive sleep apnea without polysomnography: a randomized validation study. Ann Intern Med 2007, 146(3):157-166.
34. American Psychiatric Association. Diagnostic and statistical manual of mental disorders (DSM-IV). Washington, DC: American Psychiatric Association; 1994.
35. Ohayon M.M., Lemoine P. Daytime consequences of insomnia complaints in the French general population. Encéphale 2004, 30(3):222-227.
36. Quera-Salva M.A., Orluc A., Goldenberg F., Guilleminault C. Insomnia and use of hypnotics: study of a French population. Sleep 1991, 14(5):386-391.
37. Ohayon M., Caulet M., Lemoine P. The elderly, sleep habits and use of psychotropic drugs by the French population. Encéphale 1996, 22(5):337-350.
38. Stradling J.R., Davies R.J. Obstructive sleep apnoea-hypopnoea syndrome: definitions, epidemiology, and natural history. Thorax 2004, 59(1):73-78.
39. Morin C.M., Vallières A., Guay B., Ivers H., Savard J., Mérette C., et al. Cognitive behavioral therapy, singly and combined with medication, for persistent insomnia: a randomized controlled trial. JAMA 2009, 301(19):2005-2015.
40. Richard W., Venker J., den Herder C., Kox D., van den Berg B., Laman M., et al. Acceptance and long-term compliance of nCPAP in obstructive sleep apnea. Eur Arch Otorhinolaryngol 2007, 264(9):1081-1086.
41. Pelletier-Fleury N., Rakotonanahary D., Fleury B. The age and other factors in the evaluation of compliance with nasal continuous positive airway pressure for obstructive sleep apnea syndrome. A Cox's proportional hazard analysis. Sleep Med 2001, 2(3):225-232.
42. Kribbs N.B., Pack A.I., Kline L.R., Smith P.L., Schwartz A.R., Schubert N.M., et al. Objective measurements of patterns of nasal CPAP use by patients with obstructive sleep apnea. Am Rev Respir Dis 1993, 147(4):887-895.
43. Noseda A., Jann E., Hoffman G., Linkowski P., Kerkhofs M. Compliance with nasal continuous positive airway pressure assessed with a pressure monitor: pattern of use and influence of sleep habits. Respir Med 2000, 94(1):76-81.
44. Budhiraja R., Parthasarathy S., Drake C.L., Roth T., Sharief I., Budhiraja P., et al. Early CPAP use identifies subsequent adherence to CPAP therapy. Sleep 2007, 30(3):320-324.
45. Lettieri C.J., Quast T.N., Eliasson A.H., Andrada T. Eszopiclone improves overnight polysomnography and continuous positive airway pressure titration: a prospective, randomized, placebo-controlled trial. Sleep 2008, 31(9):1310-1316.
46. Collen J., Lettieri C., Kelly W., Roop S. Clinical and polysomnographic predictors of short-term continuous positive airway pressure compliance. Chest 2009, 135(3):704-709.