Obstructive sleep apnea: A cluster analysis at time of diagnosis

PLoS ONE

Volumn 11, Issue 6, 2016, Pages

  Bailly, Sébastien ^a,b   Destors, Marie ^a   Grillet, Yves ^c   Richard, Philippe ^d   Stach, Bruno ^e   Vivodtzev, Isabelle ^a   Timsit, Jean Francois ^b,f   Lévy, Patrick ^a   Tamisier, Renaud ^a   Pépin, Jean Louis ^a  

^a UNIV GRENOBLE ALPES   (France)

^b UNIVERSITÉ PARIS DIDEROT   (France)

^c Private Clinic   (France)

^d Private Clinic   (United States)

^e Saint Michel Private Clinic   (France)

^f UNIVERSITÉ PARIS DESCARTES   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AGED; ALCOHOL CONSUMPTION; ARTICLE; BODY MASS; CLUSTER ANALYSIS; COMORBIDITY; CONTROLLED STUDY; DAYTIME SOMNOLENCE; DIABETES MELLITUS; DISEASE SEVERITY; DYSLIPIDEMIA; ENVIRONMENTAL FACTOR; EPWORTH SLEEPINESS SCALE; FATIGUE; FEMALE; HUMAN; HYPERTENSION; MAJOR CLINICAL STUDY; MALE; MIDDLE AGED; OBESITY; PHYSICAL EXAMINATION; PROBABILITY; RISK ASSESSMENT; RISK FACTOR; SELF REPORT; SLEEP DISORDERED BREATHING; SNORING; SYMPTOM; BLOOD PRESSURE; COMPLICATION; PATHOPHYSIOLOGY; PHYSIOLOGY; POLYSOMNOGRAPHY; PROGNOSIS; SEVERITY OF ILLNESS INDEX; SLEEP; SLEEP APNEA, OBSTRUCTIVE; SLEEP STAGE;

ADULT; AGED; BLOOD PRESSURE; BODY MASS INDEX; FEMALE; HUMANS; HYPERTENSION; MALE; MIDDLE AGED; OBESITY; POLYSOMNOGRAPHY; PROGNOSIS; RISK FACTORS; SEVERITY OF ILLNESS INDEX; SLEEP; SLEEP APNEA, OBSTRUCTIVE; SLEEP STAGES;

EID: 84976293664     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0157318     Document Type: Article

References (28)

1. Baguet JP, Barone-Rochette G, Tamisier R, Levy P, Pepin JL. Mechanisms of cardiac dysfunction in obstructive sleep apnea. Nat Rev Cardiol. 2012. Epub 2012/09/26. nrcardio.2012.141 [pii] doi: 10. 1038/nrcardio.2012.141 PMID: 23007221.
2. Berry RB, Budhiraja R, Gottlieb DJ, Gozal D, Iber C, Kapur VK, et al. 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. 2012; 8(5):597-619. Epub 2012/10/16. doi: 10.5664/jcsm.2172 PMID: 23066376; PubMed Central PMCID: PMC3459210.
3. Kendzerska T, Gershon AS, Hawker G, Leung RS, Tomlinson G. Obstructive sleep apnea and risk of cardiovascular events and all-cause mortality: a decade-long historical cohort study. PLoS Med. 2014; 11(2):e1001599. doi: 10.1371/journal.pmed.1001599 PMID: 24503600; PubMed Central PMCID: PMC3913558.
4. Pepin JL, Tamisier R, Levy P. Obstructive sleep apnoea and metabolic syndrome: put CPAP efficacy in a more realistic perspective. Thorax. 2012; 67(12):1025-7. Epub 2012/11/17. thoraxjnl-2012-202807 [pii] doi: 10.1136/thoraxjnl-2012-202807 PMID: 23154986.
5. Ye L, Pien GW, Ratcliffe SJ, Bjornsdottir E, Arnardottir ES, Pack AI, et al. The different clinical faces of obstructive sleep apnoea: a cluster analysis. Eur Respir J. 2014; 44(6):1600-7. doi: 10.1183/ 09031936.00032314 PMID: 25186268.
6. Tsuchiya M, Lowe AA, Pae EK, Fleetham JA. Obstructive sleep apnea subtypes by cluster analysis. Am J Orthod Dentofacial Orthop. 1992; 101(6):533-42. doi: 10.1016/0889-5406(92)70128-W PMID: 1598893.
7. Rennard SI, Locantore N, Delafont B, Tal-Singer R, Silverman EK, Vestbo J, et al. Identification of five chronic obstructive pulmonary disease subgroups with different prognoses in the ECLIPSE cohort using cluster analysis. Ann Am Thorac Soc. 2015; 12(3):303-12. doi: 10.1513/AnnalsATS.201403-125OC PMID: 25642832.
8. Sourial N, Wolfson C, Zhu B, Quail J, Fletcher J, Karunananthan S, et al. Correspondence analysis is a useful tool to uncover the relationships among categorical variables. J Clin Epidemiol. 2010; 63 (6):638-46. doi: 10.1016/j.jclinepi.2009.08.008 PMID: 19896800; PubMed Central PMCID: PMC3718710.
9. Tufik S, Santos-Silva R, Taddei JA, Bittencourt LR. Obstructive sleep apnea syndrome in the Sao Paulo Epidemiologic Sleep Study. Sleep Med. 2010; 11(5):441-6. doi: 10.1016/j.sleep.2009.10.005 PMID: 20362502.
10. Mokhlesi B, Ham SA, Gozal D. The effect of sex and age on the comorbidity burden of OSA: an observational analysis from a large nationwide US health claims database. Eur Respir J. 2016. doi: 10.1183/ 13993003.01618-2015 PMID: 26797029.
11. Wozniak DR, Lasserson TJ, Smith I. Educational, supportive and behavioural interventions to improve usage of continuous positive airway pressure machines in adults with obstructive sleep apnoea. Cochrane Database Syst Rev. 2014;1: :CD007736. doi: 10.1002/14651858.CD007736.pub2 PMID: 24399660.
12. Randerath WJ, Verbraecken J, Andreas S, Bettega G, Boudewyns A, Hamans E, et al. Non-CPAP therapies in obstructive sleep apnoea. Eur Respir J. 2011; 37(5):1000-28. doi: 10.1183/09031936. 00099710 PMID: 21406515.
13. Tonon C, Vetrugno R, Lodi R, Gallassi R, Provini F, Iotti S, et al. Proton magnetic resonance spectroscopy study of brain metabolism in obstructive sleep apnoea syndrome before and after continuous positive airway pressure treatment. Sleep. 2007; 30(3):305-11. PMID: 17425226.
14. Gasa M, Tamisier R, Launois SH, Sapene M, Martin F, Stach B, et al. Residual sleepiness in sleep apnea patients treated by continuous positive airway pressure. J Sleep Res. 2013; 22(4):389-97. Epub 2013/02/16. doi: 10.1111/jsr.12039 PMID: 23409736.
15. Sanchez-de-la-Torre M, Khalyfa A, Sanchez-de-la-Torre A, Martinez-Alonso M, Martinez-Garcia MA, Barcelo A, et al. Precision Medicine in Patients With Resistant Hypertension and Obstructive Sleep Apnea: Blood Pressure Response to Continuous Positive Airway Pressure Treatment. J Am Coll Cardiol. 2015; 66(9):1023-32. doi: 10.1016/j.jacc.2015.06.1315 PMID: 26314530.
16. Lavie P, Lavie L. Unexpected survival advantage in elderly people with moderate sleep apnoea. J Sleep Res. 2009; 18(4):397-403. Epub 2009/08/12. JSR754 [pii] doi: 10.1111/j.1365-2869.2009. 00754.x PMID: 19663998.
17. Steiner S, Schueller PO, Schulze V, Strauer BE. Occurrence of coronary collateral vessels in patients with sleep apnea and total coronary occlusion. Chest. 2010; 137(3):516-20. Epub 2009/10/28. chest.09-1136 [pii] doi: 10.1378/chest.09-1136 PMID: 19858231.
18. Lavie L. Oxidative stress in obstructive sleep apnea and intermittent hypoxia-revisited-the bad ugly and good: implications to the heart and brain. Sleep Med Rev. 2015; 20:27-45. doi: 10.1016/j.smrv. 2014.07.003 PMID: 25155182.
19. Wheelock CE, Goss VM, Balgoma D, Nicholas B, Brandsma J, Skipp PJ, et al. Application of 'omics technologies to biomarker discovery in inflammatory lung diseases. Eur Respir J. 2013; 42(3):802-25. doi: 10.1183/09031936.00078812 PMID: 23397306.
20. Destors M, Tamisier R, Sapene M, Grillet Y, Baguet JP, Richard P, et al. Nocturia is an independent predictive factor of prevalent hypertension in obstructive sleep apnea patients. Sleep Med. 2015; 16 (5):652-8. doi: 10.1016/j.sleep.2014.10.019 PMID: 25862119.
21. Umlauf MG, Chasens ER. Sleep disordered breathing and nocturnal polyuria: nocturia and enuresis. Sleep Med Rev. 2003; 7(5):403-11. PMID: 14573376.
22. Garrigue S, Pepin JL, Defaye P, Murgatroyd F, Poezevara Y, Clementy J, et al. High prevalence of sleep apnea syndrome in patients with long-term pacing: the European Multicenter Polysomnographic Study. Circulation. 2007; 115(13):1703-9. PMID: 17353437.
23. Arzt M, Young T, Finn L, Skatrud JB, Ryan CM, Newton GE, et al. Sleepiness and sleep in patients with both systolic heart failure and obstructive sleep apnea. Arch Intern Med. 2006; 166(16):1716-22. PMID: 16983049.
24. Chirinos JA, Gurubhagavatula I, Teff K, Rader DJ, Wadden TA, Townsend R, et al. CPAP, weight loss, or both for obstructive sleep apnea. N Engl J Med. 2014; 370(24):2265-75. Epub 2014/06/12. doi: 10. 1056/NEJMoa1306187 PMID: 24918371.
25. Pepin JL, Tamisier R, Barone-Rochette G, Launois SH, Levy P, Baguet JP. Comparison of continuous positive airway pressure and valsartan in hypertensive patients with sleep apnea. Am J Respir Crit Care Med. 2010; 182(7):954-60. Epub 2010/06/05. 200912-1803OC [pii] doi: 10.1164/rccm.200912-1803OC PMID: 20522795.
26. Pathak RK, Middeldorp ME, Lau DH, Mehta AB, Mahajan R, Twomey D, et al. Aggressive risk factor reduction study for atrial fibrillation and implications for the outcome of ablation: the ARREST-AF cohort study. J Am Coll Cardiol. 2014; 64(21):2222-31. doi: 10.1016/j.jacc.2014.09.028 PMID: 25456757.
27. Jackson CL, Redline S, Emmons KM. Sleep as a potential fundamental contributor to disparities in cardiovascular health. Annu Rev Public Health. 2015; 36:417-40. doi: 10.1146/annurev-publhealth-031914-122838 PMID: 25785893.
28. Dixon JB, Schachter LM, O'Brien PE, Jones K, Grima M, Lambert G, et al. Surgical vs conventional therapy for weight loss treatment of obstructive sleep apnea: a randomized controlled trial. JAMA. 2012; 308(11):1142-9. Epub 2012/09/20. 1360864 [pii] doi: 10.1001/2012.jama.11580 PMID: 22990273.