A systematic assessment of the association of polysomnographic indices with blood pressure: The multi-ethnic study of atherosclerosis (MESA)

Sleep

Volumn 38, Issue 4, 2015, Pages 587-596

  Dean, Dennis A ^a,b   Wang, Rui ^a,b   Jacobs, David R ^c   Duprez, Daniel ^c   Punjabi, Naresh M ^d   Zee, Phyllis C ^e   Shea, Steven ^f   Watson, Karol ^g   Redline, Susan ^a,b  

^a BRIGHAM AND WOMEN S HOSPITAL   (United States)

^b HARVARD MEDICAL SCHOOL   (United States)

^c UNIVERSITY OF MINNESOTA DULUTH   (United States)

^d JOHNS HOPKINS UNIVERSITY   (United States)

^e NORTHWESTERN UNIVERSITY   (United States)

^f Och Spine at New York Presbyterian Hospitals   (United States)

^g UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Cluster analysis; Cohort study; Cross validation; Diastolic blood pressure; Hypertension; Imputation; Multiethnic; Sleep exposure; Systolic blood pressure

Indexed keywords

AGED; APNEA HYPOPNEA INDEX; ARTICLE; ATHEROSCLEROSIS; COHORT ANALYSIS; CROSS-SECTIONAL STUDY; DIASTOLIC BLOOD PRESSURE; FEMALE; HUMAN; HYPOXEMIA; LIMB MOVEMENT; MAJOR CLINICAL STUDY; MALE; MULTICENTER STUDY (TOPIC); PERIODIC LIMB MOVEMENT DISORDER; POLYSOMNOGRAPHY; PRIORITY JOURNAL; PROSPECTIVE STUDY; SLEEP DISORDER; SLEEP FRAGMENTATION; SLEEP STAGE; SLEEP TIME; SYSTOLIC BLOOD PRESSURE; ANOXIA; AROUSAL; BLOOD PRESSURE; BREATHING; ETHNIC GROUP; MOVEMENT (PHYSIOLOGY); PATHOPHYSIOLOGY; PHYSIOLOGY; SLEEP; SLEEP APNEA SYNDROMES; SLEEP WAKE DISORDERS;

AGED; ANOXIA; AROUSAL; ATHEROSCLEROSIS; BLOOD PRESSURE; COHORT STUDIES; CROSS-SECTIONAL STUDIES; ETHNIC GROUPS; FEMALE; HUMANS; MALE; MOVEMENT; POLYSOMNOGRAPHY; RESPIRATION; SLEEP; SLEEP APNEA SYNDROMES; SLEEP WAKE DISORDERS;

EID: 84926153157     PISSN: 01618105     EISSN: 15509109     Source Type: Journal    
DOI: 10.5665/sleep.4576     Document Type: Article

References (66)

1. James PA, Oparil S, Carter BL, et al. 2014 Evidence-based guideline for the management of high blood pressure in adults: report from the panel members appointed to the eight joint national committee (JNC 8). JAMA 2014;310:E1-14.
2. Mancia G, Fagard R, Narkiewicz K, et al. 2013 ESH/ESC guidelines for the management of arterial hypertension. Eur Heart J 2013;32:2-72.
3. Roger VL, Go AS, Loyd-Jones DM, et al. Heart disease and stroke statistics-2012 update: a report from the American Heart Association. Circulation 2012;125:e2-220.
4. Basu S, Millet C. Social epidemiology of hypertension in middleincome countries: determinants of prevalence, diagnosis, treatment, and control ion the WHO SAGE Study. Hypertension 2013;62:1-86.
5. Weber MA. Hypertension: a companion to Brenner and Rector's The Kidney. Philadelphia, PA: W.B. Saunders Company, 2000.
6. Chobanian AV, Bakris GL, Black HR, et al. Seventh report on the joint national committee on prevention, detection, evaluation, and treatment of high blood pressure. Hypertension 2003;42:1206-52.
7. Archbold KH, Vasquez MM, Goodwin JL, Quan SF. Effects of sleep patterns and obesity on increases in blood Pressure in a 5-year period: report from the Tuscon Children's Assessment of Sleep Apnea Study. J Pediatr 2012;161:26-30.
8. Haas DC, Foster GL, Nieto FJ, et al. Age-dependent association between sleep-disordered breathing and hypertension: importance of discriminating between systolic/diastolic hypertension and isolated systolic hypertension in the Sleep Heart Health Study. Circulation 2005;111:614-21.
9. Narkiewicz K, Montano N, Cogliati C, van de Borne PJH, Dyken ME, Somers VK. Altered cardiovascular variability in obstructive sleep apnea. Circulation 1998;98:1071-7.
10. Wolf J, Hering D, Narkiewwicz K. Non-dipping pattern of hypertension and obstructive sleep apnea syndrome. Hypertens Res 2010;33:867-71.
11. Hinderliter AL. Reproducibility of blood pressure dipping: relation to day-to-day variability in sleep quality. J Am Soc Hypertens 2013;7:432-9.
12. Brooks D, Horner RL, Kozar LF, Render-Teixeira CL, Phillipson EA. Obstructive sleep apnea as a cause of systemic hypertension. Evidence from a canine model. J Clin Invest 1997;99:106-9.
13. Tasali E, Leproult R, Ehrmann DA, Van Cauter E. Slow-wave sleep and the risk of type 2 diabetes in humans. Proc Natl Acad Sci 2008;105:1044-9.
14. Sauvet F, Leftheriotis G, Gomez-Merino D, et al. Effect of acute sleep deprivation on vascular function in healthy subjects. J Appl Physiol 2010;108:68-75.
15. Hla KM, Young T, Finn L, Peppard P, Szklo-Coxe M, Stubbs M. Logitudinal assoication of sleep-disordered breathing and nondipping of nocturnal blood pressure in the Wisconsin Sleep Cohort Study. Sleep 2008;31:795-800.
16. Peppard PE, Young T, Palta M, Skatrud J. Prospective study of the association between sleep-disordered breathing and hypertension. N Engl J Med 2000;342:1378-84.
17. Gutierrez-Misis A, Sanchez-Santos MT, Banegas JR, Zunzunequi MV, Castell MV, Otero A. Prevalence and incidence of hypertension in a population cohort of people aged 65 years or older in Spain. J Hypertens 2011;29:1863-70.
18. Peralta CA, Adeney KL, Shipak MG, et al. Structural and functional vascular alterations and incident hypertension in normotensive adults: the Multi-Ethnic Study of Atherosclerosis. Am J Epidemiol 2010;171:63-71.
19. Roche F, Pepin J-L, Achour-Crawford E, et al. At 68 years, unrecognized sleep apnoea is associated with elevated ambulatory blood pressure. Eur Respir J 2012;3:649-56.
20. Punjabi NM, Newman AB, Young TB, Resnick HE, Sanders MH. Sleepdisordered breathing and cardiovascular disease: an outcome-based definition of hypopneas. Am J Respir Crit Care Med 2008;177:1150-5.
21. Young T. Rationale, design and findings from the Wisconsin Sleep Cohort Study: toward understanding the total societal burden of sleep disordered breathing. Sleep Med Clin 2009;4:37-46.
22. Walters AS, LeBrocq C, Dhar A, et al. Validation of the International Restless Limbs Syndrome Study Group rating scale for restless limbs syndrome Sleep Med 2003;4:121-32.
23. Allena M, Campus C, Morrone E, et al. Periodic limb movements both in NREM and REM sleep: relationship between cerebral and autonomic activities. Clin Neurophysiol 2009;120:1282-90.
24. Scofield H, Roth T, Drake CL. Periodic limb movements during sleep: population prevalence, clinical correlates, and racial differences. Sleep 2008;31:1221-7.
25. Ancoli-Israel S, Kripke DF, Klauber MR, Mason WJ, Fell R, Kaplan O. Periodic limb movement in sleep in community-dwelling elderly. Sleep 1991;14:496-500.
26. Pennestri MH, Montplasisir J, Colombo R. Nocturnal blood pressure changes in patients with restless limb syndrome. Neurology 2007;68:1213-8.
27. Mesas AE, Lopez-Garcia E, Leon-Munoz LM, Guallar-Castillon P, Rodriguez-Artalejo F. Sleep duration and mortality according to health status in older adults. J Am Geriatr Soc 2010;58:1870-7.
28. Sabanayagam C, Shankar A. Sleep duration and cardiovascular disease: results from the National Health Interview Survey. Sleep 2009;33:1037-42.
29. Gottlieb DJ, Redline S, Nieto FJ, et al. Association of usual sleep duration with hypertension: the Sleep Heart Health Study. Sleep 2006;29:1009-14.
30. Fung MM, Peters K, Redline S, et al. Decreased slow wave sleep increases risk of developing hypertension in elderly men. Hypertension 2011;58:596-603.
31. Bild DE, Bluemke DA, Burke GL, et al. Multi-Ethnic Study of Atherosclerosis: objective and design. Am J Epidemiol 2002;156:871-81.
32. Lutsey PL, Pereira MA, Bertoni AG, Kandula NR, Jacobs Jr. D. Interactions between race/ethnicity and anthropometry in risk of incident diabetes: the Multi-Ethnic Study of Atherosclerosis. Am J Epidemiol 2010;172:197-204.
33. Sorlie PD, Aviles-Santa LM, Wassertheil-Smoller S, et al. Design and implementation of the Hispanic Community Health Study/Study of Latinos. Ann Epidemiol 2010;20:629-41.
34. Levine DW, Kripke DF, Kaplan RM, et al. Reliability and validity of the Women's Health Initiative Insomnia Rating Scale. Psychol Assess 2003;15:137-48.
35. Quan SF, Howard BT, Iber C, et al. The Sleep Heart Health Study: design, rationale, and methods. Sleep 1997;20:1077-85.
36. Zavada A, Gordijn MC, Beersma DG, Daan S, Roenneberg T. Comparison of the Munich Chronotype Questionnarie witht he Horne-Ostberg's Morningness-Eveningness Score. Chronobiol Int 2005;22:267-8.
37. Spielberger CD, Gorsuch RL, Lushene R, Vagg PR, Jacobs GA. Manual for the State-Trait Anxiety Inventory. Palo Alto, CA: Consulting Psychologists Press, 1983.
38. Rechtschaffen A, Kales A. A manual of standardized terminology, techniques and scoring system for sleep stages of human subjects. National Institutes of Health, 1968.
39. Whitney CW, Gottlieb DJ, Redline S, et al. Reliability of scoring respiratory distrubance indices and sleep staging. Sleep 1998;21:749-57.
40. Redline S, Sanders MH, Lind BK, et al. Methods for obtaining and analyzing unattended polysomnography data for a multicenter study. Sleep Heart Health Research Group. Sleep 1998;21:759-67.
41. Iber C, Ancoli-Israel S, Chesson Jr. AL, Quan SF. The AASM manual for the scoring of sleep and associated events. Westchester, IL: American Academy of Sleep Medicine, 2007.
42. McClelland.R.L., Kronmal RA, Haesslaer J, Blumenthal RS, Goff Jr DC. Estimation of risk factor associations when the response is influenced by medication use: an imputation approach. Stat Med 2008;27:5039-53.
43. McClelland RL, Jorgensen NW, Post WS, Szklo M, Kronmal RA. Methods for estimation of disparities in medication use in an observational cohort study: results from the Multi-Ethnic Study of Atherosclerosis. Pharmacoepidemiol Drug Saf 2013;22:533-41.
44. Rubin DB. Multiple imputation for nonresponse in surveys. John Wiley & Sons, 1987.
45. Wellons M, Ouyang P, Schreiner PJ, Herrington DM, Vaidya D. Early menopause predicts future coronary heart disease and stroke: the Multi-Ethnic Study of Atherosclerosis (MESA). Menopause 2012;19:1081-7.
46. Kandula NR, Diez-Roux AV, Chan C, et al. Association of acculturation levels and prevalence of diabetes in the multi-ethnic study of atherosclerosis (MESA). Diabetes Care 2008;31:1621-8.
47. The Expert Committe on the Diagnosis and Classification of Diabetes Mellitus. Report of the expert committee on the diagnosis and classification of diabetes mellitus. Diabetes Care 2003;26:S5-20.
48. Bahrami H, Kronmal R, Bluemke DA, et al. Differences in the incidence of congestive heart failure by ethnicity: the Multi-Ethnic Study of Atherosclerosis. Arch Intern Med 2008;168:2138-45.
49. Anderberg MR. Cluster analysis for applications. Academic Press, 1973.
50. Nelson BD. Variable reduction for modeling using PROC VARCLUS. In: SAS User's Group International Conference. p. 261.26.1-.26.3.
51. SAS. The VARCLUS procedure. SAS online documentation, version 8, 2012:3591-621.
52. Haste T, Tibshirani R, Friedman J. The elements of statistical learning: data mining, inference and prediction. 2nd ed. New York: Springer, 2009.
53. Rubin DB. Multiple imputation for nonresponse in surveys. New York, John Wiley & Sons, 1987.
54. Nadaraya EA. On estimating regression. Theory Probab Appl 1964;9:141-2.
55. Watson GS. Smooth regression analysis. Ind J Stat 1964;26:359-72.
56. Sharhar E, Whitney CW, Redline S, et al. Sleep-disordered breathing and cardiovascular disease: cross-sectional results of the Sleep Heart Health Study. Am J Respir Crit Care Med 2001;163:19-25.
57. Nieto EJ, Young TB, Lind BK, et al. Association of sleep-disordered breathing, sleep apnea, and hypertension in a large community based study. JAMA 2000;283:1829-36.
58. Mehra R, Stone KL, Blackwekk T, et al. Prevalence and correlates of sleep-disordered breathing in older men: Osteoporotic Fractures in Men Sleep Study. J Am Geriatr Soc 2007;55:1356-64.
59. Shahar E, Whitney CW, Redline S, et al. Sleep-disordered breathing and cardiovascular disease: cross-sectional results of the Sleep Heart Health Study. Am J Respir Crit Care Med 2001;163:19-25.
60. Martinez-Garcia M-A, Capote F, Campos-Rodriguez F, et al. Effect of CPAP on blood pressure in patients with obstructive sleep apnea and resistant hypertension: the HIPARCO Randomized Clinical Trial. JAMA 2013;310:2407-15.
61. Dimsdale JE, Loredo JS, Profant J. Effect of continuous positive pressure on blood pressure: a placebo trial. Hypertension 2000;35:144-7.
62. Claman DM, Ewing SK, Redline S, Ancoli-Israel S, Cauley JA, Stone KL. Periodic leg movements associated with reduced sleep quality in older men: the MrOs Sleep Study. J Clin Sleep Med 2013;9:1109-17.
63. Koo BB, Blackwell T, Ancoli-Israel S, Stone KL, Stefanick ML, Redline S. Association of incident cardiovasccular disease with periodic limb movements during sleep in older men: Outcomes of Sleep Disorders in Older Men (MrOS) Study. Circulation 2011;124:1223-31.
64. Batool-Anwar S, Malhotra A, Forman J, Winkelman J, Li Y, Gao X. Restless limbs syndrome and hypertension in middle-aged women. Hypertension 2011;58:791-6.
65. Redline S, Min NI, Shahar E, Rapoport D, O'Connor G. Polysomnographic predictors of blood pressure and hypertension: is one index best? Sleep 2005;28:1122-30.
66. Sulit L, Storfer-Isser A, Lester-Kirchner H, Redline S. Differences in polysomnography predictors for hypertension and imparied glucose. Sleep 2006;29:777-83.