@article {701, title = {Measures of cognitive function in persons with varying degrees of sleep-disordered breathing: the Sleep Heart Health Study.}, journal = {J Sleep Res}, volume = {11}, year = {2002}, month = {2002 Sep}, pages = {265-72}, abstract = {

Epidemiologic literature suggests that persons with clinically diagnosed sleep apnoea frequently have impaired cognitive function, but whether milder degrees of sleep-disordered breathing (SDB) are associated with cognitive dysfunction in the general population is largely unknown. Approximately 1700 subjects free of clinically diagnosed SDB underwent at-home polysomnography (PSG) as part of the Sleep Heart Health Study (SHHS) and completed three cognitive function tests within 1-2 years of their PSG: the Delayed Word Recall Test (DWR), the WAIS-R Digit Symbol Subtest (DSS), and the Word Fluency test (WF). A respiratory disturbance index (RDI) was calculated as the number of apnoeas and hypopnoeas per hour of sleep. After adjustment for age, education, occupation, field centre, diabetes, hypertension, body-mass index, use of CNS medications, and alcohol drinking status, there was no consistent association between the RDI and any of the three cognitive function measures. There was no evidence of a dose-response relation between the RDI and cognitive function scores and the adjusted mean scores by quartiles of RDI never differed from one another by more than 5\% for any of the tests. In this sample of free-living individuals with mostly mild to moderate levels of SDB, the degree of SDB appeared to be unrelated to three measures of cognitive performance.

}, keywords = {Aged, Body Mass Index, Brain, Cognition Disorders, Cohort Studies, Female, Humans, Hypoxia, Male, Middle Aged, Neuropsychological Tests, Oxygen, Polysomnography, Severity of Illness Index, Sleep Apnea, Central}, issn = {0962-1105}, doi = {10.1046/j.1365-2869.2002.00308.x}, author = {Boland, Lori L and Shahar, Eyal and Iber, Conrad and Knopman, David S and Kuo, Tracy F and Nieto, F Javier} } @article {686, title = {Predictors of sleep-disordered breathing in community-dwelling adults: the Sleep Heart Health Study.}, journal = {Arch Intern Med}, volume = {162}, year = {2002}, month = {2002 Apr 22}, pages = {893-900}, abstract = {

BACKGROUND: Sleep-disordered breathing (SDB) is common, but largely undiagnosed in the general population. Information on demographic patterns of SDB occurrence and its predictive factors in the general population is needed to target high-risk groups that may benefit from diagnosis.

METHODS: The sample comprised 5615 community-dwelling men and women aged between 40 and 98 years who were enrolled in the Sleep Heart Health Study. Data were collected by questionnaire, clinical examinations, and in-home polysomnography. Sleep-disordered breathing status was based on the average number of apnea and hypopnea episodes per hour of sleep (apnea-hypopnea index [AHI]). We used multiple logistic regression modeling to estimate cross-sectional associations of selected participant characteristics with SDB defined by an AHI of 15 or greater.

RESULTS: Male sex, age, body mass index, neck girth, snoring, and repeated breathing pause frequency were independent, significant correlates of an AHI of 15 or greater. People reporting habitual snoring, loud snoring, and frequent breathing pauses were 3 to 4 times more likely to have an AHI of 15 or greater vs an AHI less than 15, but there were weaker associations for other factors with an AHI of 15 or greater. The odds ratios (95\% confidence interval) for an AHI of 15 or greater vs an AHI less than 15 were 1.6 and 1.5, respectively, for 1-SD increments in body mass index and neck girth. As age increased, the magnitude of associations for SDB and body habitus, snoring, and breathing pauses decreased.

CONCLUSIONS: A significant proportion of occult SDB in the general population would be missed if screening or case finding were based solely on increased body habitus or male sex. Breathing pauses and obesity may be particularly insensitive for identifying SDB in older people. A better understanding of predictive factors for SDB, particularly in older adults, is needed.

}, keywords = {Adult, Age Factors, Aged, Aged, 80 and over, Cohort Studies, Continental Population Groups, Female, Humans, Male, Middle Aged, Obesity, Predictive Value of Tests, Residence Characteristics, Risk Factors, Sex Factors, Sleep Apnea Syndromes, Snoring}, issn = {0003-9926}, doi = {10.1001/archinte.162.8.893}, author = {Young, Terry and Shahar, Eyal and Nieto, F Javier and Redline, Susan and Newman, Anne B and Gottlieb, Daniel J and Walsleben, Joyce A and Finn, Laurel and Enright, Paul and Samet, Jonathan M} } @article {727, title = {Diabetes and sleep disturbances: findings from the Sleep Heart Health Study.}, journal = {Diabetes Care}, volume = {26}, year = {2003}, month = {2003 Mar}, pages = {702-9}, abstract = {

OBJECTIVE: To test the hypothesis that diabetes is independently associated with sleep-disordered breathing (SDB), and in particular that diabetes is associated with sleep abnormalities of a central, rather than obstructive, nature.

RESEARCH DESIGN AND METHODS: Using baseline data from the Sleep Heart Health Study (SHHS), we related diabetes to 1). the respiratory disturbance index (RDI; number of apneas plus hypopneas per h of sleep); 2). obstructive apnea index (OAI; >or=3 apneas/h of sleep associated with obstruction of the upper airway); 3). percent of sleep time < 90\% O(2) saturation; 4). central apnea index (CAI; >or=3 apneas [without respiratory effort]/h sleep); 5). occurrence of a periodic breathing (Cheyne Stokes) pattern; and 6) sleep stages. Initial analyses excluding persons with prevalent cardiovascular disease (CVD) were repeated including these participants.

RESULTS: Of the 5874 participants included in this report, 692 (11.8\%) reported diabetes or were taking oral hypoglycemic medications or insulin and 1002 had prevalent CVD. Among the 4872 persons without CVD, 470 (9.6\%) had diabetes. Diabetic participants had worse CVD risk factor profiles than their nondiabetic counterparts, including higher BMI, waist and neck circumferences, triglycerides, higher prevalence of hypertension, and lower HDL cholesterol (P < 0.001, all). Descriptive analyses indicated differences between diabetic and nondiabetic participants in RDI, sleep stages, sleep time <90\% O(2) saturation, CAI, and periodic breathing (P < 0.05, all). However, multivariable regression analyses that adjusted for age, sex, BMI, race, and neck circumference eliminated these differences for all sleep measures except percent time in rapid eye movement (REM) sleep (19.0\% among diabetic vs. 20.1\% among nondiabetic subjects, P < 0.001) and prevalence of periodic breathing (odds ratio [OR] for diabetic subjects versus nondiabetic subjects 1.80, 95\% CI 1.02-3.15). Additionally, adjusted analyses showed diabetes was associated with nonstatistically significant elevations in the odds of an increased central breathing index (OR 1.42, 95\% CI 0.80-2.55). Addition to the analysis of the 1002 persons with prevalent CVD (including 222 people with diabetes) did not materially change these results.

CONCLUSIONS: These data suggest that diabetes is associated with periodic breathing, a respiratory abnormality associated with abnormalities in the central control of ventilation. Some sleep disturbances may result from diabetes through the deleterious effects of diabetes on central control of respiration. The high prevalence of SDB in diabetes, although largely explained by obesity and other confounders, suggests the presence of a potentially treatable risk factor for CVD in the diabetic population.

}, keywords = {Aged, Diabetes Mellitus, Female, Humans, Logistic Models, Male, Middle Aged, Multivariate Analysis, Prevalence, Risk Factors, Sleep Apnea Syndromes, Sleep Apnea, Obstructive}, issn = {0149-5992}, doi = {10.2337/diacare.26.3.702}, author = {Resnick, Helaine E and Redline, Susan and Shahar, Eyal and Gilpin, Adele and Newman, Anne and Walter, Robert and Ewy, Gordon A and Howard, Barbara V and Punjabi, Naresh M} } @article {721, title = {Hormone replacement therapy and sleep-disordered breathing.}, journal = {Am J Respir Crit Care Med}, volume = {167}, year = {2003}, month = {2003 May 01}, pages = {1186-92}, abstract = {

Disordered breathing during sleep is more common among postmenopausal women than among their premenopausal counterparts, possibly because of declining levels of estrogen and progesterone. We examined the relationship between the use of replacement hormones and sleep-disordered breathing in a sample of 2,852 noninstitutionalized women, 50 years of age or older, who participated in the Sleep Heart Health Study. The frequency of apneas and hypopneas per hour of sleep (apnea-hypopnea index) was determined by unattended, single-night polysomnography at the participant{\textquoteright}s home. The prevalence of sleep-disordered breathing (apnea-hypopnea index of 15 or more) among hormone users (61 of 907) was approximately half the prevalence among nonusers (286 of 1,945). Multivariable adjustment for known determinants of the disorder, including age, body mass index, and neck circumference, has attenuated the association, but only moderately (adjusted odds ratio, 0.55; 95\% confidence interval, 0.41 to 0.75). The inverse association between hormone use and sleep-disordered breathing was evident in various subgroups and was particularly strong among women 50 to 59 years old (adjusted odds ratio, 0.36; 95\% confidence interval, 0.21 to 0.60). If the observed associations are causal, hormone replacement therapy could have a role in preventing or alleviating sleep-disordered breathing.

}, keywords = {Age Distribution, Aged, Body Mass Index, Causality, Cohort Studies, Confidence Intervals, Estrogen Replacement Therapy, Female, Humans, Logistic Models, Middle Aged, Multivariate Analysis, Odds Ratio, Polysomnography, Postmenopause, Prevalence, Sensitivity and Specificity, Severity of Illness Index, Sleep Apnea Syndromes, Sleep Stages, United States}, issn = {1073-449X}, doi = {10.1164/rccm.200210-1238OC}, author = {Shahar, Eyal and Redline, Susan and Young, Terry and Boland, Lori L and Baldwin, Carol M and Nieto, F Javier and O{\textquoteright}Connor, George T and Rapoport, David M and Robbins, John A} } @article {715, title = {Sleep and sleep-disordered breathing in adults with predominantly mild obstructive airway disease.}, journal = {Am J Respir Crit Care Med}, volume = {167}, year = {2003}, month = {2003 Jan 01}, pages = {7-14}, abstract = {

Neither the association between obstructive airways disease (OAD) and sleep apnea-hypopnea (SAH) nor the sleep consequences of each disorder alone and together have been characterized in an adult community setting. Our primary aims were (1) to determine if there is an association between OAD and SAH and (2) identify predictors of oxyhemoglobin desaturation during sleep in persons having OAD with and without SAH. Polysomnography and spirometry results from 5,954 participants in the Sleep Heart Health Study were analyzed. OAD was defined by a FEV1/FVC value less than 70\%. Assessment of SAH prevalence in OAD was performed using thresholds of respiratory disturbance index (RDI) greater than 10 and greater than 15. A total of 1,132 participants had OAD that was predominantly mild (FEV1/FVC 63.81 +/- 6.56\%, mean +/- SD). SAH was not more prevalent in participants with OAD than in those without OAD (22.32 versus 28.86\%, with and without OAD, respectively, at RDI threshold values greater than 10; and 13.97 versus 18.63\%, with and without OAD, respectively, at RDI threshold value greater than 15). In the absence of SAH, the adjusted odds ratio for sleep desaturation (> 5\% total sleep time with saturation < 90\%) was greater than 1.9 when FEV1/FVC was less than 65\%. Participants with both OAD and SAH had greater sleep perturbation and desaturation than those with one disorder. Generally mild OAD alone was associated with minimally altered sleep quality. We conclude that (1) there is no association between generally mild OAD and SAH; (2) exclusive of SAH and after adjusting for demographic factors and awake oxyhemoglobin saturation, an FEV1/FVC value less than 65\% is associated with increased risk of sleep desaturation; (3) desaturation is greater in persons with both OAD and SAH compared with each of these alone; and (4) individuals with generally mild OAD and without SAH in the community have minimally perturbed sleep.

}, keywords = {Aged, Cohort Studies, Female, Forced Expiratory Volume, Humans, Male, Middle Aged, Oxyhemoglobins, Polysomnography, Prospective Studies, Pulmonary Disease, Chronic Obstructive, Sleep, Sleep Apnea, Obstructive, Spirometry, Vital Capacity}, issn = {1073-449X}, doi = {10.1164/rccm.2203046}, author = {Sanders, Mark H and Newman, Anne B and Haggerty, Catherine L and Redline, Susan and Lebowitz, Michael and Samet, Jonathan and O{\textquoteright}Connor, George T and Punjabi, Naresh M and Shahar, Eyal} } @article {776, title = {Sleep and reported daytime sleepiness in normal subjects: the Sleep Heart Health Study.}, journal = {Sleep}, volume = {27}, year = {2004}, month = {2004 Mar 15}, pages = {293-8}, abstract = {

STUDY OBJECTIVES: To describe the distribution of nocturnal sleep characteristics and reports of daytime sleepiness in a large well-defined group of healthy adults.

DESIGN: The Sleep Heart Health Study is a multicenter study examining sleep and cardiopulmonary parameters through nocturnal polysomnography in adults enrolled in geographically distinct cardiovascular cohorts.

SETTING: Community setting.

PARTICIPANTS: 470 subjects enrolled in the Sleep Heart Health Study (n = 6440) were selected as a {\textquoteright}normative{\textquoteright} group based on screening of health conditions and daily habits that could interfere with sleep.

MEASUREMENTS AND RESULTS: Home-based nocturnal polysomnography was obtained on all participants and centrally scored for sleep and respiratory parameters. Demographic and health-related data were obtained and updated at the time of the home visit. Sleep efficiency decreased by 1.6\% for each 10 years of increased age. Sleep time decreased by 0.1 hours (6.0 minutes) for each 10-year age increase and was longer in women. The arousal index increased by 0.8 for each 10-year increase in age and was lower by 1.4 in women. Women had a lower mean percentage of stage 1 and stage 2 sleep. Mean percentage of slow-wave sleep was higher in women (by 6.7\%). Percentage of slow-wave sleep decreased with increased age for men only (by 1.9\% for each 10-year age change).

CONCLUSIONS: Data suggest a clear lessening in the quantity and quality of sleep with age that appears to be more rapid in males compared to females.

}, keywords = {Aged, Aged, 80 and over, Cardiovascular Diseases, Circadian Rhythm, Cohort Studies, Disorders of Excessive Somnolence, Female, Health Status, Humans, Male, Middle Aged, Polysomnography, Sleep, Sleep Stages, Surveys and Questionnaires}, issn = {0161-8105}, doi = {10.1093/sleep/27.2.293}, author = {Walsleben, Joyce A and Kapur, Vishesh K and Newman, Anne B and Shahar, Eyal and Bootzin, Richard R and Rosenberg, Carl E and O{\textquoteright}Connor, George and Nieto, F Javier} } @article {800, title = {Sleep-disordered breathing, glucose intolerance, and insulin resistance: the Sleep Heart Health Study.}, journal = {Am J Epidemiol}, volume = {160}, year = {2004}, month = {2004 Sep 15}, pages = {521-30}, abstract = {

Clinic-based studies suggest that sleep-disordered breathing (SDB) is associated with glucose intolerance and insulin resistance. However, in the available studies, researchers have not rigorously controlled for confounding variables to assess the independent relation between SDB and impaired glucose metabolism. The objective of this study was to determine whether SDB was associated with glucose intolerance and insulin resistance among community-dwelling subjects (n=2,656) participating in the Sleep Heart Health Study (1994-1999). SDB was characterized with the respiratory disturbance index and measurements of oxygen saturation during sleep. Fasting and 2-hour glucose levels measured during an oral glucose tolerance test were used to assess glycemic status. Relative to subjects with a respiratory disturbance index of less than 5.0 events/hour (the reference category), subjects with mild SDB (5.0-14.9 events/hour) and moderate to severe SDB (> or =15 events/hour) had adjusted odds ratios of 1.27 (95\% confidence interval: 0.98, 1.64) and 1.46 (95\% confidence interval: 1.09, 1.97), respectively, for fasting glucose intolerance (p for trend < 0.01). Sleep-related hypoxemia was also associated with glucose intolerance independently of age, gender, body mass index, and waist circumference. The results of this study suggest that SDB is independently associated with glucose intolerance and insulin resistance and may lead to type 2 diabetes mellitus.

}, keywords = {Aged, Blood Gas Analysis, Body Constitution, Body Mass Index, Cohort Studies, Confounding Factors, Epidemiologic, Cross-Sectional Studies, Diabetes Mellitus, Type 2, Fasting, Female, Glucose Intolerance, Glucose Tolerance Test, Humans, Insulin Resistance, Linear Models, Male, Middle Aged, Multivariate Analysis, Oxyhemoglobins, Polysomnography, Research Design, Risk Factors, Severity of Illness Index, Sleep Apnea Syndromes}, issn = {0002-9262}, doi = {10.1093/aje/kwh261}, author = {Punjabi, Naresh M and Shahar, Eyal and Redline, Susan and Gottlieb, Daniel J and Givelber, Rachel and Resnick, Helaine E} } @article {782, title = {Sleep-disordered breathing is not associated with the presence of retinal microvascular abnormalities: the Sleep Heart Health Study.}, journal = {Sleep}, volume = {27}, year = {2004}, month = {2004 May 01}, pages = {467-73}, abstract = {

STUDY OBJECTIVE: Sleep apnea and milder forms of sleep-disordered breathing (SDB) have been associated with overt clinical cardiovascular disease, but it is unknown whether SDB is associated with arterial microvascular pathology. We examined the relation between SDB and retinal microvascular abnormalities.

DESIGN: Cross-sectional study.

PARTICIPANTS: Subjects were 2,927 men and women, aged 51 to 97 years, who participated in the Sleep Heart Health Study and had retinal photographs taken within approximately 3 years of overnight, unattended, at-home polysomnography.

MEASUREMENTS AND RESULTS: A respiratory disturbance index (RDI), calculated as the average number of apneas and hypopneas per hour of sleep, was used as an indicator of SDB in analysis. The overall prevalence of retinopathy was slightly higher in people with higher RDI values (5.4\%, 4.9\%, 8.6\%, and 7.6\%, respectively, in increasing quartiles of RDI), but after adjustment for age, body-mass index, hypertension, diabetes, and other factors, the presence of retinopathy was not associated with SDB. With the possible exceptions of microaneurysms and generalized arteriolar narrowing, as measured by lower arteriole-to-venule ratio, specific retinal abnormalities were not associated consistently with the RDI. Relative to the first quartile of RDI, the adjusted odds ratios (95\% confidence interval) for the presence of microaneurysm in the second, third, and fourth quartiles of RDI were 1.05 (0.44-2.55), 1.97 (0.89-4.37), and 1.79 (0.78-4.10), respectively. An increase of RDI from 0 to 10 was associated with a predicted decrease in arteriole-to-venule ratio of 0.01. Results were similar when analyses were conducted in normotensive and nondiabetic persons separately.

CONCLUSIONS: These data do not demonstrate a notable relation between SDB and retinal abnormalities. However, since this is the first investigation of a link between retinopathy and SDB, similar studies should be conducted in other population samples to demonstrate either consistency or inconsistency of our findings across studies.

}, keywords = {Aged, Aged, 80 and over, Body Mass Index, Coronary Disease, Cross-Sectional Studies, Female, Humans, Hypoxia, Middle Aged, Polysomnography, Positive-Pressure Respiration, Retina, Retinal Vessels, Sleep Apnea Syndromes}, issn = {0161-8105}, doi = {10.1093/sleep/27.3.467}, author = {Boland, Lori L and Shahar, Eyal and Wong, Tien Y and Klein, Ronald and Punjabi, Naresh and Robbins, John A and Newman, Anne B} } @article {867, title = {Polysomnographic predictors of blood pressure and hypertension: is one index best?}, journal = {Sleep}, volume = {28}, year = {2005}, month = {2005 Sep}, pages = {1122-30}, abstract = {

STUDY OBJECTIVES: Numerous indexes derived from polysomnography are available to characterize sleep-disordered breathing, with no consensus over which measures best predict clinical outcomes. This study addresses the relative merits of using alternative polysomnography indexes by characterizing the consistency and strength of the association of each index with blood pressure and hypertension.

DESIGN: Cross-sectional analyses of the association of alternative polysomnography indexes with blood pressure and hypertension were performed in construction and validation data sets. Linear and logistic regression models were used to identify the best variable sets.

PATIENTS: Data were obtained from 6433 men and women (age 62.9 +/- 11.0 years, 52.8\% women) who participated in the Sleep Heart Health Study.

RESULTS: In multivariable models, most indexes showed weak linear associations with systolic, with slightly stronger associations for diastolic blood pressure, and the log odds of hypertension. No single index showed consistent superiority over others. Systolic blood pressure, diastolic blood pressure, and hypertension each were associated with distinct sets of polysomnography variables. Slightly more-consistent associations were demonstrated for indexes that included hypopneas that were linked with either a 3\% or 4\% desaturation level than indexes that did not require hypopneas to have linked desaturation. For indexes that combined apneas and hypopneas, there was no evidence that linking obstructive apneas to desaturation or arousal altered prediction compared with counting all apneas.

CONCLUSION: In summary, using a rigorous cross-validation assessment, we did not identify a clear superiority of any single index for blood pressure or hypertension prediction. Detailed analyses of alternative definitions of the respiratory disturbance index support current scoring guidelines, where desaturation criteria are recommended for hypopneas but not apneas.

}, keywords = {Blood Pressure, Cross-Sectional Studies, Female, Humans, Hypertension, Male, Middle Aged, Polysomnography, Predictive Value of Tests, Reproducibility of Results, Severity of Illness Index, Sleep Apnea, Obstructive}, issn = {0161-8105}, doi = {10.1093/sleep/28.9.1122}, author = {Redline, Susan and Min, Nancy I and Shahar, Eyal and Rapoport, David and O{\textquoteright}Connor, George} } @article {882, title = {Association of nocturnal arrhythmias with sleep-disordered breathing: The Sleep Heart Health Study.}, journal = {Am J Respir Crit Care Med}, volume = {173}, year = {2006}, month = {2006 Apr 15}, pages = {910-6}, abstract = {

RATIONALE: Sleep-disordered breathing recurrent intermittent hypoxia and sympathetic nervous system activity surges provide the milieu for cardiac arrhythmia development.

OBJECTIVE: We postulate that the prevalence of nocturnal cardiac arrhythmias is higher among subjects with than without sleep-disordered breathing.

METHODS: The prevalence of arrhythmias was compared in two samples of participants from the Sleep Heart Health Study frequency-matched on age, sex, race/ethnicity, and body mass index: (1) 228 subjects with sleep-disordered breathing (respiratory disturbance index>or=30) and (2) 338 subjects without sleep-disordered breathing (respiratory disturbance index<5).

RESULTS: Atrial fibrillation, nonsustained ventricular tachycardia, and complex ventricular ectopy (nonsustained ventricular tachycardia or bigeminy or trigeminy or quadrigeminy) were more common in subjects with sleep-disordered breathing compared with those without sleep-disordered breathing: 4.8 versus 0.9\% (p=0.003) for atrial fibrillation; 5.3 versus 1.2\% (p=0.004) for nonsustained ventricular tachycardia; 25.0 versus 14.5\% (p=0.002) for complex ventricular ectopy. Compared with those without sleep-disordered breathing and adjusting for age, sex, body mass index, and prevalent coronary heart disease, individuals with sleep-disordered breathing had four times the odds of atrial fibrillation (odds ratio [OR], 4.02; 95\% confidence interval [CI], 1.03-15.74), three times the odds of nonsustained ventricular tachycardia (OR, 3.40; 95\% CI, 1.03-11.20), and almost twice the odds of complex ventricular ectopy (OR, 1.74; 95\% CI, 1.11-2.74). A significant relation was also observed between sleep-disordered breathing and ventricular ectopic beats/h (p<0.0003) considered as a continuous outcome.

CONCLUSIONS: Individuals with severe sleep-disordered breathing have two- to fourfold higher odds of complex arrhythmias than those without sleep-disordered breathing even after adjustment for potential confounders.

}, keywords = {Aged, Aged, 80 and over, Arrhythmias, Cardiac, Circadian Rhythm, Electrocardiography, Female, Follow-Up Studies, Humans, Male, Middle Aged, Odds Ratio, Polysomnography, Prevalence, Retrospective Studies, Risk Factors, Severity of Illness Index, Sleep, Sleep Apnea, Obstructive}, issn = {1073-449X}, doi = {10.1164/rccm.200509-1442OC}, author = {Mehra, Reena and Benjamin, Emelia J and Shahar, Eyal and Gottlieb, Daniel J and Nawabit, Rawan and Kirchner, H Lester and Sahadevan, Jayakumar and Redline, Susan} } @article {937, title = {Association of physical activity with sleep-disordered breathing.}, journal = {Sleep Breath}, volume = {11}, year = {2007}, month = {2007 Sep}, pages = {149-57}, abstract = {

This study was performed to determine whether there is a protective association between participation in vigorous or vigorous/moderately vigorous physical activity and the prevalence of sleep-disordered breathing (SDB). Polysomnographic and questionnaire data from the baseline examination of 4,275 participants in the Sleep Heart Health Study (SHHS) were analyzed in relation to information on amount of physical activity and other potentially relevant factors collected from five SHHS parent cohorts (Atherosclerosis Risk in Communities Study, Cardiovascular Health Study, Framingham Heart Study, Strong Heart Study, and Tucson Epidemiologic Study of Airways Obstructive Diseases). Logistic regression models were fitted to determine if amount and strenuousness of physical activity was associated with the presence of SDB. At least 3 h per week of vigorous physical activity reduced the odds of SDB, defined as a respiratory disturbance index (RDI) of at least 15 apneas/hypopneas per hour (Adjusted OR, 0.68; 95\%CI, 0.51-0.91). A qualitatively similar but slightly weaker association was observed when SDB was defined as a RDI > or = 10 per hour (Adjusted OR, 0.81; 95\%CI, 0.64-1.02). These findings remained after adjustment for sleepiness and restricting analyses to participants with good health. Three or more hours of moderately vigorous or vigorous physical activity also appeared to confer some protection against SDB, but these associations were weaker. Gender- and obesity-stratified analyses suggested that the protective association between physical activity and SDB occurred primarily in men and those who were obese. A program of regular vigorous physical activity of at least 3 h per week may be a useful adjunctive treatment modality for SDB, but this association needs confirmation with a prospective clinical trial.

}, keywords = {Adult, Cardiac Rehabilitation, Cardiovascular Diseases, Cohort Studies, Exercise, Female, Humans, Longitudinal Studies, Male, Middle Aged, Obesity, Polysomnography, Pulmonary Disease, Chronic Obstructive, Pulmonary Ventilation, Risk Factors, Sex Factors, Sleep Apnea Syndromes, Sleep Apnea, Obstructive, Sleep Stages, Weight Loss}, issn = {1520-9512}, doi = {10.1007/s11325-006-0095-5}, author = {Quan, Stuart F and O{\textquoteright}Connor, George T and Quan, Jason S and Redline, Susan and Resnick, Helaine E and Shahar, Eyal and Siscovick, David and Sherrill, Duane L} } @article {977, title = {Risk factors for intracerebral hemorrhage in a pooled prospective study.}, journal = {Stroke}, volume = {38}, year = {2007}, month = {2007 Oct}, pages = {2718-25}, abstract = {

BACKGROUND AND PURPOSE: Few prospective studies have reported risk factors for intracerebral hemorrhage (ICH), and results are inconsistent. We studied risk factors for ICH in a pooled cohort of the Atherosclerosis Risk in Communities Study (ARIC) and the Cardiovascular Health Study (CHS).

METHODS: The ARIC cohort was recruited in 1987 to 1989 and involves 15 792 men and women, aged 45 to 64 years at baseline, sampled from 4 US communities. The CHS cohort was recruited in 1989 to 1993 and involves 5888 men and women, aged 65 or over at baseline, sampled from 4 US communities. Baseline measurements included many potential vascular risk factors. The cohorts were followed for incident stroke events.

RESULTS: Over 263 489 person-years of follow-up, 135 incident ICH events occurred. In a multivariable model, age, African-American ethnicity (versus Whites), and hypertension were positively associated with incident ICH, whereas low-density lipoprotein cholesterol and triglycerides were inversely related to incident ICH. Participants with systolic blood pressure >or=160 mm Hg or diastolic blood pressure >/=110 mm Hg had 5.55 (95\% CI 3.07 to 10.0) times the rate of ICH as nonhypertensives. Sex, smoking, alcohol intake, body mass index, waist-to-hip ratio, waist circumference, and diabetes were not related to ICH.

CONCLUSIONS: In this pooled cohort the risk factors for ICH were older age, African-American ethnicity, hypertension, lower LDL-C, and lower triglycerides.

}, keywords = {African Americans, Age Distribution, Cerebral Hemorrhage, Cholesterol, LDL, Female, Follow-Up Studies, Humans, Hypertension, Incidence, Male, Middle Aged, Multivariate Analysis, Predictive Value of Tests, Prevalence, Prospective Studies, Risk Factors, Stroke, Triglycerides}, issn = {1524-4628}, doi = {10.1161/STROKEAHA.107.487090}, author = {Sturgeon, Jared D and Folsom, Aaron R and Longstreth, W T and Shahar, Eyal and Rosamond, Wayne D and Cushman, Mary} } @article {1004, title = {Association of restless legs syndrome and cardiovascular disease in the Sleep Heart Health Study.}, journal = {Neurology}, volume = {70}, year = {2008}, month = {2008 Jan 01}, pages = {35-42}, abstract = {

OBJECTIVE: We evaluated the cross-sectional association between restless legs syndrome (RLS) and prevalent cardiovascular disease (CVD) in a large community-based sample of middle-aged and elderly subjects.

METHODS: This is a cross-sectional observational study of 1,559 men and 1,874 women (mean age of 67.9 years) who were enrolled in the Sleep Heart Health Study, a community-based study of the cardiovascular consequences of sleep-disordered breathing. RLS was defined by positive responses on a self-administered questionnaire to the four diagnostic criteria, with symptoms occurring at least five times per month and associated with at least moderate distress. Coronary artery disease (CAD) was determined by self-report of doctor-diagnosed angina, myocardial infarction, or coronary revascularization procedure. Total CVD included CAD or history of physician-diagnosed stroke or heart failure. The relation of RLS to prevalent CAD and CVD was examined by multivariable logistic regression models

RESULTS: RLS was present in 6.8\% of women (n = 128) and 3.3\% of men (n = 51). After adjustment for age, sex, race, body mass index, diabetes mellitus, systolic blood pressure, antihypertensive medication use, total:high-density lipoprotein cholesterol ratio, and smoking history, the ORs for CAD were 2.05 (95\% CI 1.38 to 3.04) and for CVD were 2.07 (1.43 to 3.00) for subjects with RLS compared to those without RLS. The associations of RLS with CAD and CVD were stronger in those with RLS symptoms at least 16 times per month and were stronger in those with severe than in those with moderately bothersome symptoms.

CONCLUSIONS: Restless legs syndrome (RLS) is associated with prevalent coronary artery disease and cardiovascular disease. This association appears stronger in those with greater frequency or severity of RLS symptoms.

}, keywords = {Aged, Body Mass Index, Cardiovascular Diseases, Cross-Sectional Studies, Evaluation Studies as Topic, Female, Health Surveys, Humans, Logistic Models, Male, Middle Aged, Odds Ratio, Prevalence, Restless Legs Syndrome, Surveys and Questionnaires}, issn = {1526-632X}, doi = {10.1212/01.wnl.0000287072.93277.c9}, author = {Winkelman, John W and Shahar, Eyal and Sharief, Imran and Gottlieb, Daniel J} } @article {1036, title = {Hemostatic and inflammatory risk factors for intracerebral hemorrhage in a pooled cohort.}, journal = {Stroke}, volume = {39}, year = {2008}, month = {2008 Aug}, pages = {2268-73}, abstract = {

BACKGROUND AND PURPOSE: The purpose of this study was to identify novel risk factors for intracerebral hemorrhagic stroke (ICH).

METHODS: Risk factors were assessed at baseline in a pooled cohort of the Atherosclerosis Risk in Communities Study (ARIC) and the Cardiovascular Health Study (CHS) involving 21,680 adults aged 45 or over. Over 263,489 person-years of follow-up, we identified 135 incident ICH events.

RESULTS: In multivariable models, for each SD higher baseline level of fibrinogen, the relative rate of incident ICH increased 35\% (95\% CI, 17\% to 55\%). Fibrinogen was more strongly related to ICH in ARIC than in CHS. In multivariable models, those with von Willebrand factor levels above the median were 1.72 (95\% CI, 0.97 to 3.03) times more likely to have an incident ICH as those below the median. Factor VIII was significantly positively related to ICH in ARIC (relative rate per standard deviation of 1.31; 95\% CI, 1.07 to 1.62), but not in CHS. There was no relation in multivariable models between lipoprotein (a), Factor VII, white blood cell count, or C-reactive protein and ICH.

CONCLUSIONS: Greater plasma fibrinogen and, to some degree, von Willebrand factor were associated with increased rates of ICH in these prospective studies, whereas Factor VIII was related to ICH in younger ARIC study participants only.

}, keywords = {Age Distribution, Aged, Biomarkers, C-Reactive Protein, Cerebral Hemorrhage, Cohort Studies, Factor VIII, Female, Fibrinogen, Follow-Up Studies, Humans, Leukocyte Count, Lipoprotein(a), Male, Middle Aged, Multivariate Analysis, Prevalence, Risk Factors, Stroke, United States, Vasculitis, von Willebrand Factor}, issn = {1524-4628}, doi = {10.1161/STROKEAHA.107.505800}, author = {Sturgeon, Jared D and Folsom, Aaron R and Longstreth, W T and Shahar, Eyal and Rosamond, Wayne D and Cushman, Mary} } @article {957, title = {Relation of sleep-disordered breathing to carotid plaque and intima-media thickness.}, journal = {Atherosclerosis}, volume = {197}, year = {2008}, month = {2008 Mar}, pages = {125-31}, abstract = {

BACKGROUND: Sleep-disordered breathing (SDB) is associated with clinical cardiovascular disease (CVD), but its relation to subclinical atherosclerosis remains to be determined.

METHODS: We analyzed the cross-sectional associations of SDB, measured by the respiratory disturbance index (RDI), a hypoxemia index, and an arousal index, with carotid plaque and carotid intima-media thickness (IMT), measured by ultrasound. The sample included 985 participants in the Sleep Heart Health Study (mean age-62, median RDI-8.7) with no history of coronary heart disease and stroke, of whom 396 had evidence of a carotid plaque.

RESULTS: As compared with the first quartile of the RDI (0-1.2), the crude odds ratio for carotid plaque was 1.14, 1.27, and 1.48 for the second (1.3-4.1), third (4.2-10.7), and fourth (>10.7) quartile, respectively. After adjustment for CVD risk factors, the corresponding odds ratios were reduced (1.00, 1.04, 1.07, and 1.25). Similarly, the unadjusted mean carotid IMT increased with RDI, but adjusted means (mm) were similar (0.84, 0.85, 0.84, 0.85). Spline regression models did not show monotonicity of the dose-response functions at the right end of the RDI distribution. Neither the hypoxemia index nor the arousal index was associated with carotid plaque or carotid IMT.

CONCLUSION: The results of this study suggest that crude, positive associations between SDB and subclinical atherosclerosis can be attributed to confounding by CVD risk factors.

}, keywords = {Aged, Carotid Arteries, Carotid Artery Diseases, Female, Humans, Male, Middle Aged, Odds Ratio, Risk Factors, Sleep Apnea Syndromes, Tunica Intima, Tunica Media, Ultrasonography}, issn = {1879-1484}, doi = {10.1016/j.atherosclerosis.2007.02.029}, author = {Wattanakit, Keattiyoat and Boland, Lori and Punjabi, Naresh M and Shahar, Eyal} } @article {1092, title = {Genomewide association studies of stroke.}, journal = {N Engl J Med}, volume = {360}, year = {2009}, month = {2009 Apr 23}, pages = {1718-28}, abstract = {

BACKGROUND: The genes underlying the risk of stroke in the general population remain undetermined.

METHODS: We carried out an analysis of genomewide association data generated from four large cohorts composing the Cohorts for Heart and Aging Research in Genomic Epidemiology consortium, including 19,602 white persons (mean [+/-SD] age, 63+/-8 years) in whom 1544 incident strokes (1164 ischemic strokes) developed over an average follow-up of 11 years. We tested the markers most strongly associated with stroke in a replication cohort of 2430 black persons with 215 incident strokes (191 ischemic strokes), another cohort of 574 black persons with 85 incident strokes (68 ischemic strokes), and 652 Dutch persons with ischemic stroke and 3613 unaffected persons.

RESULTS: Two intergenic single-nucleotide polymorphisms on chromosome 12p13 and within 11 kb of the gene NINJ2 were associated with stroke (P<5x10(-8)). NINJ2 encodes an adhesion molecule expressed in glia and shows increased expression after nerve injury. Direct genotyping showed that rs12425791 was associated with an increased risk of total (i.e., all types) and ischemic stroke, with hazard ratios of 1.30 (95\% confidence interval [CI], 1.19 to 1.42) and 1.33 (95\% CI, 1.21 to 1.47), respectively, yielding population attributable risks of 11\% and 12\% in the discovery cohorts. Corresponding hazard ratios were 1.35 (95\% CI, 1.01 to 1.79; P=0.04) and 1.42 (95\% CI, 1.06 to 1.91; P=0.02) in the large cohort of black persons and 1.17 (95\% CI, 1.01 to 1.37; P=0.03) and 1.19 (95\% CI, 1.01 to 1.41; P=0.04) in the Dutch sample; the results of an underpowered analysis of the smaller black cohort were nonsignificant.

CONCLUSIONS: A genetic locus on chromosome 12p13 is associated with an increased risk of stroke.

}, keywords = {African Continental Ancestry Group, Aged, Chromosomes, Human, Pair 12, Cohort Studies, European Continental Ancestry Group, Female, Genetic Markers, Genetic Predisposition to Disease, Genome-Wide Association Study, Genotype, Humans, Male, Middle Aged, Polymorphism, Single Nucleotide, Proportional Hazards Models, Risk Factors, Stroke}, issn = {1533-4406}, doi = {10.1056/NEJMoa0900094}, author = {Ikram, M Arfan and Seshadri, Sudha and Bis, Joshua C and Fornage, Myriam and DeStefano, Anita L and Aulchenko, Yurii S and Debette, Stephanie and Lumley, Thomas and Folsom, Aaron R and van den Herik, Evita G and Bos, Michiel J and Beiser, Alexa and Cushman, Mary and Launer, Lenore J and Shahar, Eyal and Struchalin, Maksim and Du, Yangchun and Glazer, Nicole L and Rosamond, Wayne D and Rivadeneira, Fernando and Kelly-Hayes, Margaret and Lopez, Oscar L and Coresh, Josef and Hofman, Albert and DeCarli, Charles and Heckbert, Susan R and Koudstaal, Peter J and Yang, Qiong and Smith, Nicholas L and Kase, Carlos S and Rice, Kenneth and Haritunians, Talin and Roks, Gerwin and de Kort, Paul L M and Taylor, Kent D and de Lau, Lonneke M and Oostra, Ben A and Uitterlinden, Andr{\'e} G and Rotter, Jerome I and Boerwinkle, Eric and Psaty, Bruce M and Mosley, Thomas H and van Duijn, Cornelia M and Breteler, Monique M B and Longstreth, W T and Wolf, Philip A} } @article {1125, title = {Longitudinal evaluation of sleep-disordered breathing and sleep symptoms with change in quality of life: the Sleep Heart Health Study (SHHS).}, journal = {Sleep}, volume = {32}, year = {2009}, month = {2009 Aug}, pages = {1049-57}, abstract = {

STUDY OBJECTIVES: Findings from population studies evaluating the progression and incidence of sleep disordered breathing have shown evidence of a longitudinal increase in the severity of sleep disordered breathing. The present study evaluates the association among changes in sleep disordered breathing, sleep symptoms, and quality of life over time.

DESIGN: Prospective cohort study. Data were from the Sleep Heart Health Study.

SETTING: Multicenter study.

PARTICIPANTS: Three thousand seventy-eight subjects aged 40 years and older from the baseline and follow-up examination cycles were included.

MEASUREMENTS: The primary outcomes were changes in the Physical Component Summary and Mental Component Summary scales obtained from the Medical Outcomes Study Short-Form Health Survey. The primary exposure was change in the respiratory disturbance index obtained from unattended overnight polysomnograms performed approximately 5 years apart. Other covariates included measures of excessive daytime sleepiness and difficulty initiating and maintaining sleep.

RESULTS: Mean respiratory disturbance index increased from 8.1 +/- 11 SD at baseline to 10.9 +/- 14 (P < 0.0001) at follow-up. The mean Physical Component Summary and Mental Component Summary scores were 48.5 and 54.1 at baseline and 46.3 and 54.8 at follow-up. No associations between change in respiratory disturbance index and changes in Physical Component Summary or Mental Component Summary scores were seen. However, worsening of difficulty initiating and maintaining sleep and excessive daytime sleepiness were significantly associated with lower quality of life.

CONCLUSIONS: A slight increase in severity of sleep disordered breathing was seen over 5 years; this was not associated with worsening of quality of life. However, subjective symptoms of quality of sleep and daytime sleepiness were associated with declining quality of life.

}, keywords = {Aged, Attitude to Health, Cohort Studies, Comorbidity, Disease Progression, Disorders of Excessive Somnolence, Female, Humans, Longitudinal Studies, Male, Middle Aged, Polysomnography, Quality of Life, Sleep Apnea, Obstructive, Sleep Initiation and Maintenance Disorders}, issn = {0161-8105}, author = {Silva, Graciela E and An, Ming-Wen and Goodwin, James L and Shahar, Eyal and Redline, Susan and Resnick, Helaine and Baldwin, Carol M and Quan, Stuart F} } @article {1083, title = {Prospective study of sleep-disordered breathing and hypertension: the Sleep Heart Health Study.}, journal = {Am J Respir Crit Care Med}, volume = {179}, year = {2009}, month = {2009 Jun 15}, pages = {1159-64}, abstract = {

RATIONALE: Cross-sectional epidemiologic studies show an association between sleep-disordered breathing and hypertension, but only one cohort study has examined sleep-disordered breathing as a risk factor for incident hypertension.

OBJECTIVES: To examine whether sleep-disordered breathing increases the risk of incident hypertension among persons 40 years of age and older.

METHODS: In a prospective cohort study, we analyzed data from 2,470 participants who at baseline did not have hypertension, defined as blood pressure of at least 140/90 mm Hg or taking antihypertensive medication. The apnea-hypopnea index (AHI), the number of apneas plus hypopneas per hour of sleep, was measured by overnight in-home polysomnography. We estimated odds ratios for developing hypertension during 5 years of follow-up according to baseline AHI.

MEASUREMENTS AND MAIN RESULTS: The odds ratios for incident hypertension increased with increasing baseline AHI; however, this relationship was attenuated and not statistically significant after adjustment for baseline body-mass index. Although not statistically significant, the observed association between a baseline AHI greater than 30 and future hypertension (odds ratio, 1.51; 95\% confidence interval, 0.93-2.47) does not exclude the possibility of a modest association.

CONCLUSIONS: Among middle-aged and older persons without hypertension, much of the relationship between AHI and risk of incident hypertension was accounted for by obesity. After adjustment for body mass index, the AHI was not a significant predictor of future hypertension, although a modest influence of an AHI greater than 30 on hypertension could not be excluded.

}, keywords = {Adult, Blood Pressure, Confidence Intervals, Cross-Sectional Studies, Female, Follow-Up Studies, Humans, Hypertension, Incidence, Male, Middle Aged, Odds Ratio, Polysomnography, Prognosis, Prospective Studies, Risk Factors, Sleep Apnea Syndromes, Time Factors, United States}, issn = {1535-4970}, doi = {10.1164/rccm.200712-1809OC}, author = {O{\textquoteright}Connor, George T and Caffo, Brian and Newman, Anne B and Quan, Stuart F and Rapoport, David M and Redline, Susan and Resnick, Helaine E and Samet, Jonathan and Shahar, Eyal} } @article {1122, title = {Sleep-disordered breathing and mortality: a prospective cohort study.}, journal = {PLoS Med}, volume = {6}, year = {2009}, month = {2009 Aug}, pages = {e1000132}, abstract = {

BACKGROUND: Sleep-disordered breathing is a common condition associated with adverse health outcomes including hypertension and cardiovascular disease. The overall objective of this study was to determine whether sleep-disordered breathing and its sequelae of intermittent hypoxemia and recurrent arousals are associated with mortality in a community sample of adults aged 40 years or older.

METHODS AND FINDINGS: We prospectively examined whether sleep-disordered breathing was associated with an increased risk of death from any cause in 6,441 men and women participating in the Sleep Heart Health Study. Sleep-disordered breathing was assessed with the apnea-hypopnea index (AHI) based on an in-home polysomnogram. Survival analysis and proportional hazards regression models were used to calculate hazard ratios for mortality after adjusting for age, sex, race, smoking status, body mass index, and prevalent medical conditions. The average follow-up period for the cohort was 8.2 y during which 1,047 participants (587 men and 460 women) died. Compared to those without sleep-disordered breathing (AHI: <5 events/h), the fully adjusted hazard ratios for all-cause mortality in those with mild (AHI: 5.0-14.9 events/h), moderate (AHI: 15.0-29.9 events/h), and severe (AHI: >or=30.0 events/h) sleep-disordered breathing were 0.93 (95\% CI: 0.80-1.08), 1.17 (95\% CI: 0.97-1.42), and 1.46 (95\% CI: 1.14-1.86), respectively. Stratified analyses by sex and age showed that the increased risk of death associated with severe sleep-disordered breathing was statistically significant in men aged 40-70 y (hazard ratio: 2.09; 95\% CI: 1.31-3.33). Measures of sleep-related intermittent hypoxemia, but not sleep fragmentation, were independently associated with all-cause mortality. Coronary artery disease-related mortality associated with sleep-disordered breathing showed a pattern of association similar to all-cause mortality.

CONCLUSIONS: Sleep-disordered breathing is associated with all-cause mortality and specifically that due to coronary artery disease, particularly in men aged 40-70 y with severe sleep-disordered breathing. Please see later in the article for the Editors{\textquoteright} Summary.

}, keywords = {Aged, Coronary Artery Disease, Female, Humans, Hypoxia, Male, Middle Aged, Odds Ratio, Proportional Hazards Models, Prospective Studies, Risk Factors, Sex Factors, Sleep Apnea Syndromes, Survival Analysis}, issn = {1549-1676}, doi = {10.1371/journal.pmed.1000132}, author = {Punjabi, Naresh M and Caffo, Brian S and Goodwin, James L and Gottlieb, Daniel J and Newman, Anne B and O{\textquoteright}Connor, George T and Rapoport, David M and Redline, Susan and Resnick, Helaine E and Robbins, John A and Shahar, Eyal and Unruh, Mark L and Samet, Jonathan M} } @article {1181, title = {Obstructive sleep apnea-hypopnea and incident stroke: the sleep heart health study.}, journal = {Am J Respir Crit Care Med}, volume = {182}, year = {2010}, month = {2010 Jul 15}, pages = {269-77}, abstract = {

RATIONALE: Although obstructive sleep apnea is associated with physiological perturbations that increase risk of hypertension and are proatherogenic, it is uncertain whether sleep apnea is associated with increased stroke risk in the general population.

OBJECTIVES: To quantify the incidence of ischemic stroke with sleep apnea in a community-based sample of men and women across a wide range of sleep apnea.

METHODS: Baseline polysomnography was performed between 1995 and 1998 in a longitudinal cohort study. The primary exposure was the obstructive apnea-hypopnea index (OAHI) and outcome was incident ischemic stroke.

MEASUREMENTS AND MAIN RESULTS: A total of 5,422 participants without a history of stroke at the baseline examination and untreated for sleep apnea were followed for a median of 8.7 years. One hundred ninety-three ischemic strokes were observed. In covariate-adjusted Cox proportional hazard models, a significant positive association between ischemic stroke and OAHI was observed in men (P value for linear trend: P = 0.016). Men in the highest OAHI quartile (>19) had an adjusted hazard ratio of 2.86 (95\% confidence interval, 1.1-7.4). In the mild to moderate range (OAHI, 5-25), each one-unit increase in OAHI in men was estimated to increase stroke risk by 6\% (95\% confidence interval, 2-10\%). In women, stroke was not significantly associated with OAHI quartiles, but increased risk was observed at an OAHI greater than 25.

CONCLUSIONS: The strong adjusted association between ischemic stroke and OAHI in community-dwelling men with mild to moderate sleep apnea suggests that this is an appropriate target for future stroke prevention trials.

}, keywords = {Aged, Female, Humans, Longitudinal Studies, Male, Middle Aged, Polysomnography, Proportional Hazards Models, Prospective Studies, Severity of Illness Index, Sex Factors, Sleep Apnea, Obstructive, Stroke}, issn = {1535-4970}, doi = {10.1164/rccm.200911-1746OC}, author = {Redline, Susan and Yenokyan, Gayane and Gottlieb, Daniel J and Shahar, Eyal and O{\textquoteright}Connor, George T and Resnick, Helaine E and Diener-West, Marie and Sanders, Mark H and Wolf, Philip A and Geraghty, Estella M and Ali, Tauqeer and Lebowitz, Michael and Punjabi, Naresh M} } @article {1215, title = {Prospective study of obstructive sleep apnea and incident coronary heart disease and heart failure: the sleep heart health study.}, journal = {Circulation}, volume = {122}, year = {2010}, month = {2010 Jul 27}, pages = {352-60}, abstract = {

BACKGROUND: Clinic-based observational studies in men have reported that obstructive sleep apnea is associated with an increased incidence of coronary heart disease. The objective of this study was to assess the relation of obstructive sleep apnea to incident coronary heart disease and heart failure in a general community sample of adult men and women.

METHODS AND RESULTS: A total of 1927 men and 2495 women > or =40 years of age and free of coronary heart disease and heart failure at the time of baseline polysomnography were followed up for a median of 8.7 years in this prospective longitudinal epidemiological study. After adjustment for multiple risk factors, obstructive sleep apnea was a significant predictor of incident coronary heart disease (myocardial infarction, revascularization procedure, or coronary heart disease death) only in men < or =70 years of age (adjusted hazard ratio 1.10 [95\% confidence interval 1.00 to 1.21] per 10-unit increase in apnea-hypopnea index [AHI]) but not in older men or in women of any age. Among men 40 to 70 years old, those with AHI > or =30 were 68\% more likely to develop coronary heart disease than those with AHI <5. Obstructive sleep apnea predicted incident heart failure in men but not in women (adjusted hazard ratio 1.13 [95\% confidence interval 1.02 to 1.26] per 10-unit increase in AHI). Men with AHI > or =30 were 58\% more likely to develop heart failure than those with AHI <5.

CONCLUSIONS: Obstructive sleep apnea is associated with an increased risk of incident heart failure in community-dwelling middle-aged and older men; its association with incident coronary heart disease in this sample is equivocal.

}, keywords = {Adult, Aged, Coronary Disease, Female, Heart Failure, Humans, Longitudinal Studies, Male, Middle Aged, Polysomnography, Proportional Hazards Models, Prospective Studies, Sleep Apnea, Obstructive, Survival Analysis}, issn = {1524-4539}, doi = {10.1161/CIRCULATIONAHA.109.901801}, author = {Gottlieb, Daniel J and Yenokyan, Gayane and Newman, Anne B and O{\textquoteright}Connor, George T and Punjabi, Naresh M and Quan, Stuart F and Redline, Susan and Resnick, Helaine E and Tong, Elisa K and Diener-West, Marie and Shahar, Eyal} } @article {1331, title = {Carotid intima-media thickness, electrocardiographic left ventricular hypertrophy, and incidence of intracerebral hemorrhage.}, journal = {Stroke}, volume = {42}, year = {2011}, month = {2011 Nov}, pages = {3075-9}, abstract = {

BACKGROUND AND PURPOSE: Carotid intima-media thickness and electrocardiographic left ventricular hypertrophy are 2 subclinical cardiovascular disease measures associated with increased risk of total and ischemic strokes. Increased intima-media thickness and electrocardiographic left ventricular hypertrophy also may reflect end-organ hypertensive effects. Information is scant on the associations of these subclinical measures with intracerebral hemorrhage (ICH). We hypothesized that greater carotid intima-media thickness and the presence of electrocardiographic left ventricular hypertrophy would be independently associated with increased ICH incidence.

METHODS: Among 18,155 participants initially free of stroke in the Atherosclerosis Risk in Communities Study (ARIC) and the Cardiovascular Health Study (CHS), we assessed carotid intima-media thickness, carotid plaque, and electrocardiographic left ventricular hypertrophy. Over a median of 18 years of follow-up, 162 incident ICH events occurred.

RESULTS: After adjustment for other ICH risk factors, carotid intima-media thickness was associated positively with incidence of ICH in both ARIC and CHS. The risk was lowest in study-specific Quartile 1, elevated 1.6- to 2.6-fold in Quartiles 2 to 3, and elevated 2.5 to 3.7-fold in Quartile 4 (P<0.05 for both studies). In CHS, having a carotid plaque was associated with a 2-fold (95\% CI, 1.1-3.4) greater ICH risk than having no plaque, but only 1.2-fold (95\% CI, 0.76-2.0) greater ICH risk in ARIC. Electrocardiographic left ventricular hypertrophy carried a hazard ratio of ICH of 1.7 (95\% CI, 0.77-3.7) in CHS and 2.8 (95\% CI, 1.2-6.4) in ARIC.

CONCLUSIONS: Our data suggest that people with carotid atherosclerosis and possibly left ventricular hypertrophy are at increased risk not only of ischemic stroke, but also of ICH.

}, keywords = {Carotid Intima-Media Thickness, Cerebral Hemorrhage, Cohort Studies, Electrocardiography, Female, Follow-Up Studies, Humans, Hypertrophy, Left Ventricular, Incidence, Male, Middle Aged, Prospective Studies, Risk Factors}, issn = {1524-4628}, doi = {10.1161/STROKEAHA.111.623157}, author = {Folsom, Aaron R and Yatsuya, Hiroshi and Psaty, Bruce M and Shahar, Eyal and Longstreth, W T} } @article {6548, title = {Associations of NINJ2 sequence variants with incident ischemic stroke in the Cohorts for Heart and Aging in Genomic Epidemiology (CHARGE) consortium.}, journal = {PLoS One}, volume = {9}, year = {2014}, month = {2014}, pages = {e99798}, abstract = {

BACKGROUND: Stroke, the leading neurologic cause of death and disability, has a substantial genetic component. We previously conducted a genome-wide association study (GWAS) in four prospective studies from the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) consortium and demonstrated that sequence variants near the NINJ2 gene are associated with incident ischemic stroke. Here, we sought to fine-map functional variants in the region and evaluate the contribution of rare variants to ischemic stroke risk.

METHODS AND RESULTS: We sequenced 196 kb around NINJ2 on chromosome 12p13 among 3,986 European ancestry participants, including 475 ischemic stroke cases, from the Atherosclerosis Risk in Communities Study, Cardiovascular Health Study, and Framingham Heart Study. Meta-analyses of single-variant tests for 425 common variants (minor allele frequency [MAF] >= 1\%) confirmed the original GWAS results and identified an independent intronic variant, rs34166160 (MAF = 0.012), most significantly associated with incident ischemic stroke (HR = 1.80, p = 0.0003). Aggregating 278 putatively-functional variants with MAF<= 1\% using count statistics, we observed a nominally statistically significant association, with the burden of rare NINJ2 variants contributing to decreased ischemic stroke incidence (HR = 0.81; p = 0.026).

CONCLUSION: Common and rare variants in the NINJ2 region were nominally associated with incident ischemic stroke among a subset of CHARGE participants. Allelic heterogeneity at this locus, caused by multiple rare, low frequency, and common variants with disparate effects on risk, may explain the difficulties in replicating the original GWAS results. Additional studies that take into account the complex allelic architecture at this locus are needed to confirm these findings.

}, keywords = {Cell Adhesion Molecules, Neuronal, European Continental Ancestry Group, Female, Genetic Association Studies, Genetic Heterogeneity, Humans, Introns, Ischemia, Male, Myocardial Infarction, Polymorphism, Single Nucleotide, Prospective Studies, Sequence Analysis, DNA}, issn = {1932-6203}, doi = {10.1371/journal.pone.0099798}, author = {Bis, Joshua C and DeStefano, Anita and Liu, Xiaoming and Brody, Jennifer A and Choi, Seung Hoan and Verhaaren, Benjamin F J and Debette, Stephanie and Ikram, M Arfan and Shahar, Eyal and Butler, Kenneth R and Gottesman, Rebecca F and Muzny, Donna and Kovar, Christie L and Psaty, Bruce M and Hofman, Albert and Lumley, Thomas and Gupta, Mayetri and Wolf, Philip A and van Duijn, Cornelia and Gibbs, Richard A and Mosley, Thomas H and Longstreth, W T and Boerwinkle, Eric and Seshadri, Sudha and Fornage, Myriam} } @article {6220, title = {Predicting stroke through genetic risk functions: the CHARGE Risk Score Project.}, journal = {Stroke}, volume = {45}, year = {2014}, month = {2014 Feb}, pages = {403-12}, abstract = {

BACKGROUND AND PURPOSE: Beyond the Framingham Stroke Risk Score, prediction of future stroke may improve with a genetic risk score (GRS) based on single-nucleotide polymorphisms associated with stroke and its risk factors.

METHODS: The study includes 4 population-based cohorts with 2047 first incident strokes from 22,720 initially stroke-free European origin participants aged >=55 years, who were followed for up to 20 years. GRSs were constructed with 324 single-nucleotide polymorphisms implicated in stroke and 9 risk factors. The association of the GRS to first incident stroke was tested using Cox regression; the GRS predictive properties were assessed with area under the curve statistics comparing the GRS with age and sex, Framingham Stroke Risk Score models, and reclassification statistics. These analyses were performed per cohort and in a meta-analysis of pooled data. Replication was sought in a case-control study of ischemic stroke.

RESULTS: In the meta-analysis, adding the GRS to the Framingham Stroke Risk Score, age and sex model resulted in a significant improvement in discrimination (all stroke: Δjoint area under the curve=0.016, P=2.3{\texttimes}10(-6); ischemic stroke: Δjoint area under the curve=0.021, P=3.7{\texttimes}10(-7)), although the overall area under the curve remained low. In all the studies, there was a highly significantly improved net reclassification index (P<10(-4)).

CONCLUSIONS: The single-nucleotide polymorphisms associated with stroke and its risk factors result only in a small improvement in prediction of future stroke compared with the classical epidemiological risk factors for stroke.

}, keywords = {Age Factors, Aged, Aged, 80 and over, Area Under Curve, Case-Control Studies, Cohort Studies, European Continental Ancestry Group, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Genotype, Humans, Male, Middle Aged, Polymorphism, Single Nucleotide, Regression Analysis, Risk Factors, ROC Curve, Sex Factors, Stroke}, issn = {1524-4628}, doi = {10.1161/STROKEAHA.113.003044}, author = {Ibrahim-Verbaas, Carla A and Fornage, Myriam and Bis, Joshua C and Choi, Seung Hoan and Psaty, Bruce M and Meigs, James B and Rao, Madhu and Nalls, Mike and Fontes, Jo{\~a}o D and O{\textquoteright}Donnell, Christopher J and Kathiresan, Sekar and Ehret, Georg B and Fox, Caroline S and Malik, Rainer and Dichgans, Martin and Schmidt, Helena and Lahti, Jari and Heckbert, Susan R and Lumley, Thomas and Rice, Kenneth and Rotter, Jerome I and Taylor, Kent D and Folsom, Aaron R and Boerwinkle, Eric and Rosamond, Wayne D and Shahar, Eyal and Gottesman, Rebecca F and Koudstaal, Peter J and Amin, Najaf and Wieberdink, Renske G and Dehghan, Abbas and Hofman, Albert and Uitterlinden, Andr{\'e} G and DeStefano, Anita L and Debette, Stephanie and Xue, Luting and Beiser, Alexa and Wolf, Philip A and DeCarli, Charles and Ikram, M Arfan and Seshadri, Sudha and Mosley, Thomas H and Longstreth, W T and van Duijn, Cornelia M and Launer, Lenore J} } @article {6338, title = {Separate prediction of intracerebral hemorrhage and ischemic stroke.}, journal = {Neurology}, volume = {82}, year = {2014}, month = {2014 May 20}, pages = {1804-12}, abstract = {

OBJECTIVES: To develop and validate 10-year cumulative incidence functions of intracerebral hemorrhage (ICH) and ischemic stroke (IS).

METHODS: We used data on 27,493 participants from 3 population-based cohort studies: the Atherosclerosis Risk in Communities Study, median age 54 years, 45\% male, median follow-up 20.7 years; the Rotterdam Study, median age 68 years, 38\% male, median follow-up 14.3 years; and the Cardiovascular Health Study, median age 71 years, 41\% male, median follow-up 12.8 years. Among these participants, 325 ICH events, 2,559 IS events, and 9,909 nonstroke deaths occurred. We developed 10-year cumulative incidence functions for ICH and IS using stratified Cox regression and competing risks analysis. Basic models including only established nonlaboratory risk factors were extended with diastolic blood pressure, total cholesterol/high-density lipoprotein cholesterol ratio, body mass index, waist-to-hip ratio, and glomerular filtration rate. The cumulative incidence functions{\textquoteright} performances were cross-validated in each cohort separately by Harrell C-statistic and calibration plots.

RESULTS: High total cholesterol/high-density lipoprotein cholesterol ratio decreased the ICH rates but increased IS rates (p for difference across stroke types <0.001). For both the ICH and IS models, C statistics increased more by model extension in the Atherosclerosis Risk in Communities and Cardiovascular Health Study cohorts. Improvements in C statistics were reproduced by cross-validation. Models were well calibrated in all cohorts. Correlations between 10-year ICH and IS risks were moderate in each cohort.

CONCLUSIONS: We developed and cross-validated cumulative incidence functions for separate prediction of 10-year ICH and IS risk. These functions can be useful to further specify an individual{\textquoteright}s stroke risk.

}, keywords = {Aged, Aged, 80 and over, Atherosclerosis, Body Mass Index, Brain Ischemia, Cholesterol, Female, Humans, Incidence, Intracranial Hemorrhages, Male, Middle Aged, Models, Statistical, Predictive Value of Tests, Risk Assessment, Risk Factors, Stroke}, issn = {1526-632X}, doi = {10.1212/WNL.0000000000000427}, author = {Ferket, Bart S and van Kempen, Bob J H and Wieberdink, Renske G and Steyerberg, Ewout W and Koudstaal, Peter J and Hofman, Albert and Shahar, Eyal and Gottesman, Rebecca F and Rosamond, Wayne and Kizer, Jorge R and Kronmal, Richard A and Psaty, Bruce M and Longstreth, W T and Mosley, Thomas and Folsom, Aaron R and Hunink, M G Myriam and Ikram, M Arfan} } @article {6812, title = {Meta-Analysis of Genome-Wide Association Studies Identifies Genetic Risk Factors for Stroke in African Americans.}, journal = {Stroke}, volume = {46}, year = {2015}, month = {2015 Aug}, pages = {2063-8}, abstract = {

BACKGROUND AND PURPOSE: The majority of genome-wide association studies (GWAS) of stroke have focused on European-ancestry populations; however, none has been conducted in African Americans, despite the disproportionately high burden of stroke in this population. The Consortium of Minority Population Genome-Wide Association Studies of Stroke (COMPASS) was established to identify stroke susceptibility loci in minority populations.

METHODS: Using METAL, we conducted meta-analyses of GWAS in 14 746 African Americans (1365 ischemic and 1592 total stroke cases) from COMPASS, and tested genetic variants with P<10(-6) for validation in METASTROKE, a consortium of ischemic stroke genetic studies in European-ancestry populations. We also evaluated stroke loci previously identified in European-ancestry populations.

RESULTS: The 15q21.3 locus linked with lipid levels and hypertension was associated with total stroke (rs4471613; P=3.9{\texttimes}10(-8)) in African Americans. Nominal associations (P<10(-6)) for total or ischemic stroke were observed for 18 variants in or near genes implicated in cell cycle/mRNA presplicing (PTPRG, CDC5L), platelet function (HPS4), blood-brain barrier permeability (CLDN17), immune response (ELTD1, WDFY4, and IL1F10-IL1RN), and histone modification (HDAC9). Two of these loci achieved nominal significance in METASTROKE: 5q35.2 (P=0.03), and 1p31.1 (P=0.018). Four of 7 previously reported ischemic stroke loci (PITX2, HDAC9, CDKN2A/CDKN2B, and ZFHX3) were nominally associated (P<0.05) with stroke in COMPASS.

CONCLUSIONS: We identified a novel genetic variant associated with total stroke in African Americans and found that ischemic stroke loci identified in European-ancestry populations may also be relevant for African Americans. Our findings support investigation of diverse populations to identify and characterize genetic risk factors, and the importance of shared genetic risk across populations.

}, keywords = {African Americans, Case-Control Studies, Cohort Studies, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Polymorphism, Single Nucleotide, Risk Factors, Stroke}, issn = {1524-4628}, doi = {10.1161/STROKEAHA.115.009044}, author = {Carty, Cara L and Keene, Keith L and Cheng, Yu-Ching and Meschia, James F and Chen, Wei-Min and Nalls, Mike and Bis, Joshua C and Kittner, Steven J and Rich, Stephen S and Tajuddin, Salman and Zonderman, Alan B and Evans, Michele K and Langefeld, Carl D and Gottesman, Rebecca and Mosley, Thomas H and Shahar, Eyal and Woo, Daniel and Yaffe, Kristine and Liu, Yongmei and Sale, Mich{\`e}le M and Dichgans, Martin and Malik, Rainer and Longstreth, W T and Mitchell, Braxton D and Psaty, Bruce M and Kooperberg, Charles and Reiner, Alexander and Worrall, Bradford B and Fornage, Myriam} }