@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 {768, title = {The effects of age, sex, ethnicity, and sleep-disordered breathing on sleep architecture.}, journal = {Arch Intern Med}, volume = {164}, year = {2004}, month = {2004 Feb 23}, pages = {406-18}, abstract = {

BACKGROUND: Polysomnography is used to assess sleep quality and to gauge the functional effect of sleep disorders. Few population-based data are available to estimate the variation in sleep architecture across the population and the extent to which sleep-disordered breathing (SDB), a common health condition, contributes to poor sleep independent of other factors. The objective of this study was to describe the population variability in sleep quality and to quantify the independent associations with SDB.

METHODS: Cross-sectional analyses were performed on data from 2685 participants, aged 37 to 92 years, in a community-based multicenter cohort study. Dependent measures included the percentage time in each sleep stage, the arousal index, and sleep efficiency. Independent measures were age, sex, ethnicity, comorbidity status, and the respiratory disturbance index.

RESULTS: Lighter sleep was found in men relative to women and in American Indians and blacks relative to other ethnic groups. Increasing age was associated with impaired sleep in men, with less consistent associations in women. Notably, women had, on average, 106\% more slow wave sleep. Sleep-disordered breathing was associated with poorer sleep; however, these associations were generally smaller than associations with sex, ethnicity, and age. Current smokers had lighter sleep than ex-smokers or never smokers. Obesity had little effect on sleep.

CONCLUSIONS: Sleep architecture varies with sex, age, ethnicity, and SDB. Individual assessment of the effect of SDB on sleep quality needs to account for other host characteristics. Men, but not women, show evidence of poorer sleep with aging, suggesting important sex differences in sleep physiology.

}, keywords = {Adult, Age Factors, Aged, Aged, 80 and over, Body Mass Index, Comorbidity, Female, Humans, Male, Middle Aged, Multivariate Analysis, Sex Factors, Sleep, Sleep Apnea Syndromes}, issn = {0003-9926}, doi = {10.1001/archinte.164.4.406}, author = {Redline, Susan and Kirchner, H Lester and Quan, Stuart F and Gottlieb, Daniel J and Kapur, Vishesh and Newman, Anne} } @article {784, title = {Polysomnography performed in the unattended home versus the attended laboratory setting--Sleep Heart Health Study methodology.}, journal = {Sleep}, volume = {27}, year = {2004}, month = {2004 May 01}, pages = {536-40}, abstract = {

STUDY OBJECTIVE: To compare polysomnographic recordings obtained in the home and laboratory setting.

DESIGN AND SETTING: Multicenter study comparing unsupervised polysomnography performed in the participant{\textquoteright}s home with polysomnography supervised at an academic sleep disorders center, using a randomized sequence of study setting. Sleep Heart Health Study (SHHS) standardized polysomnographic recording and scoring techniques were used for both settings.

PARTICIPANTS: 64 of 76 non-SHHS participants recruited from 7 SHHS field sites who had both a laboratory and home polysomnogram meeting acceptable quality criteria.

MEASUREMENTS AND RESULTS: Median sleep duration was greater in the home than in the laboratory (375 vs 318 minutes, respectively, P < .0001) as was sleep efficiency (86\% vs 82\%, respectively, P < .0024). Very small, but significant increases in percentage of rapid eye movement sleep and decreases in stage 1 sleep were noted in the laboratory. Employing multiple definitions of respiratory disturbance index (RDI), median RDI was similar in both settings (for example, RDI with 3\% desaturation: home 12.4, range 0.6-67; laboratory 9.5, range 0.1-93.4, P = .41). Quartile analysis of laboratory RDI showed moderate agreement with home RDI measurements. Based on the mean of laboratory and home RDI and using a cutpoint of 20, there was a biphasic distribution, with the RDI 3\% above 20 being more common in the recordings performed in the laboratory than in the home and below 20 being more common in the recordings performed in the home than in the laboratory. These differences could not be attributed to quality of recording, age, sex, or body mass index.

CONCLUSIONS: Using SHHS methodology, median RDI was similar in the unattended home and attended laboratory setting with differences of small magnitude in some sleep parameters. Differences in RDI between settings resulted in a rate of disease misclassification that is similar to repeated studies in the same setting.

}, keywords = {Adult, Aged, Body Mass Index, Clinical Laboratory Techniques, Cohort Studies, Health Status, Home Care Services, Humans, Middle Aged, Polysomnography, Sleep Apnea Syndromes, Sleep, REM}, issn = {0161-8105}, doi = {10.1093/sleep/27.3.536}, author = {Iber, Conrad and Redline, Susan and Kaplan Gilpin, Adele M and Quan, Stuart F and Zhang, Lin and Gottlieb, Daniel J and Rapoport, David and Resnick, Helaine E and Sanders, Mark and Smith, Philip} } @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 {834, title = {Association of sleep time with diabetes mellitus and impaired glucose tolerance.}, journal = {Arch Intern Med}, volume = {165}, year = {2005}, month = {2005 Apr 25}, pages = {863-7}, abstract = {

BACKGROUND: Experimental sleep restriction causes impaired glucose tolerance (IGT); however, little is known about the metabolic effects of habitual sleep restriction. We assessed the cross-sectional relation of usual sleep time to diabetes mellitus (DM) and IGT among participants in the Sleep Heart Health Study, a community-based prospective study of the cardiovascular consequences of sleep-disordered breathing.

METHODS: Participants were 722 men and 764 women, aged 53 to 93 years. Usual sleep time was obtained by standardized questionnaire. Diabetes mellitus was defined as a serum glucose level of 126 mg/dL or more (> or =7.0 mmol/L) fasting or 200 mg/dL or more (> or =11.1 mmol/L) 2 hours following standard oral glucose challenge or medication use for DM. Impaired glucose tolerance was defined as a 2-hour postchallenge glucose level of 140 mg/dL or more (> or =7.8 mmol/L) and less than 200 mg/dL. The relation of sleep time to DM and IGT was examined using categorical logistic regression with adjustment for age, sex, race, body habitus, and apnea-hypopnea index.

RESULTS: The median sleep time was 7 hours per night, with 27.1\% of subjects sleeping 6 hours or less per night. Compared with those sleeping 7 to 8 hours per night, subjects sleeping 5 hours or less and 6 hours per night had adjusted odds ratios for DM of 2.51 (95\% confidence interval, 1.57-4.02) and 1.66 (95\% confidence interval, 1.15-2.39), respectively. Adjusted odds ratios for IGT were 1.33 (95\% confidence interval, 0.83-2.15) and 1.58 (95\% confidence interval, 1.15-2.18), respectively. Subjects sleeping 9 hours or more per night also had increased odds ratios for DM and IGT. These associations persisted when subjects with insomnia symptoms were excluded.

CONCLUSIONS: A sleep duration of 6 hours or less or 9 hours or more is associated with increased prevalence of DM and IGT. Because this effect was present in subjects without insomnia, voluntary sleep restriction may contribute to the large public health burden of DM.

}, keywords = {Age Factors, Aged, Aged, 80 and over, Blood Glucose, Diabetes Mellitus, Disease Progression, Female, Glucose Intolerance, Humans, Male, Middle Aged, Odds Ratio, Prevalence, Prospective Studies, Sleep, Surveys and Questionnaires, Time Factors, United States}, issn = {0003-9926}, doi = {10.1001/archinte.165.8.863}, author = {Gottlieb, Daniel J and Punjabi, Naresh M and Newman, Ann B and Resnick, Helaine E and Redline, Susan and Baldwin, Carol M and Nieto, F Javier} } @article {858, title = {Sleepiness in patients with moderate to severe sleep-disordered breathing.}, journal = {Sleep}, volume = {28}, year = {2005}, month = {2005 Apr}, pages = {472-7}, abstract = {

BACKGROUND: Population-based studies suggest that complaints of sleepiness are absent in many individuals with sleep-disordered breathing. We investigated the prevalence of sleepiness as well as factors associated with sleepiness in individuals with moderate to severe sleep-disordered breathing (apnea-hypopnea index > or = 15).

DESIGN: Cross-sectional study.

SETTING: The Sleep Heart Health Study.

PARTICIPANTS: Sleep Heart Health Study participants (N = 6440).

MEASUREMENTS AND RESULTS: Sleepiness was defined as an Epworth Sleepiness Scale score >10 or a report of at least frequently feeling unrested or sleepy. Forty-six percent of participants with moderate to severe sleep-disordered breathing (n = 1149) reported sleepiness. Characteristics associated with sleepiness after adjustment for confounders included presence of respiratory disease, shorter self-reported weekday and weekend sleep, sleep durations, complaints of insufficient sleep, complaints of sleep maintenance insomnia, early morning awakening, habitual snoring, and complaints of awakening with leg cramps or leg jerks. Some respiratory polysomnography measures were associated with sleepiness, but sleep-stage percentages and measures of sleep disruption were not.

CONCLUSIONS: In this community-based cohort, subjective sleepiness is absent in many individuals with significant sleep-disordered breathing. Comorbid conditions, including respiratory disease, sleep restriction, insomnia, and nocturnal leg complaints, are important risk factors for sleepiness in individuals with moderate to severe sleep-disordered breathing.

}, keywords = {Aged, Body Mass Index, Cohort Studies, Cross-Sectional Studies, Disorders of Excessive Somnolence, Female, Humans, Male, Middle Aged, Oxygen, Polysomnography, Prevalence, Risk Factors, Severity of Illness Index, Sleep Apnea Syndromes, Sleep Arousal Disorders, Sleep Stages, Surveys and Questionnaires}, issn = {0161-8105}, doi = {10.1093/sleep/28.4.472}, author = {Kapur, Vishesh K and Baldwin, Carol M and Resnick, Helaine E and Gottlieb, Daniel J and Nieto, F Javier} } @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 {915, title = {Association of usual sleep duration with hypertension: the Sleep Heart Health Study.}, journal = {Sleep}, volume = {29}, year = {2006}, month = {2006 Aug}, pages = {1009-14}, abstract = {

STUDY OBJECTIVES: Limited experimental data suggest that sleep restriction acutely elevates blood pressure; however, little is known about the relationship between usual sleep duration and hypertension. This study assesses the relationship between usual sleep duration and hypertension in a community-based cohort.

DESIGN: Cross-sectional observational study.

SETTING: The Sleep Heart Health Study, a community-based prospective study of the cardiovascular consequences of sleep-disordered breathing.

PARTICIPANTS: Two thousand eight hundred thirteen men and 3097 women, aged 40 to 100 years.

INTERVENTIONS: None.

MEASUREMENTS AND RESULTS: Usual weekday and weekend sleep durations were obtained by questionnaire, and their weighted average were categorized as less than 6, 6 to less than 7, 7 to less than 8, 8 to less than 9, and 9 or more hours per night. Hypertension was defined as a systolic blood pressure of 140 mm Hg or greater, a diastolic blood pressure of 90 mm Hg or greater, or use of medication to treat hypertension. The relationship between sleep duration and hypertension was examined using categorical logistic regression with adjustment for age, sex, race, apnea-hypopnea index, and body mass index. Compared to subjects sleeping 7 to less than 8 hours per night, those sleeping less than 6 and between 6 and 7 hours per night had adjusted odds ratios for hypertension of 1.66 (95\% confidence interval 1.35-2.04) and 1.19 (1.02-1.39), respectively, whereas those sleeping between 8 and 9 and 9 or more hours per night had adjusted odds ratios for hypertension of 1.19 (1.04-1.37) and 1.30 (1.04-1.62), respectively (p < .0001 for association of sleep duration with hypertension). These associations persisted when analyses were further adjusted for caffeine and alcohol consumption, current smoking, insomnia symptoms, depression symptoms, sleep efficiency, and prevalent diabetes mellitus or cardiovascular disease.

CONCLUSIONS: Usual sleep duration above or below the median of 7 to less than 8 hours per night is associated with an increased prevalence of hypertension, particularly at the extreme of less than 6 hours per night.

}, keywords = {Adult, Aged, Aged, 80 and over, Body Mass Index, Cohort Studies, Comorbidity, Cross-Sectional Studies, Female, Health Surveys, Humans, Hypertension, Male, Middle Aged, Odds Ratio, Prospective Studies, Sleep, Sleep Apnea, Obstructive, Sleep Deprivation, Statistics as Topic}, issn = {0161-8105}, doi = {10.1093/sleep/29.8.1009}, author = {Gottlieb, Daniel J and Redline, Susan and Nieto, F Javier and Baldwin, Carol M and Newman, Anne B and Resnick, Helaine E and Punjabi, Naresh M} } @article {925, title = {Obstructive sleep apnea and plasma natriuretic peptide levels in a community-based sample.}, journal = {Sleep}, volume = {29}, year = {2006}, month = {2006 Oct}, pages = {1301-6}, abstract = {

STUDY OBJECTIVES: We hypothesized that alterations in cardiac hemodynamics associated with obstructive sleep apnea-hypopnea (OSAH) would be reflected in higher natriuretic peptide levels. We examined the association of OSAH with natriuretic peptides in a community-based sample.

DESIGN: Cross-sectional, retrospective, observational study.

SETTING: Framingham Heart Study Offspring Cohort and Sleep Heart Health Study.

PARTICIPANTS: Community-based sample of 623 individuals.

MEASUREMENTS: Full-montage home polysomnography was used to determine apnea-hypopnea index (AHI) and percentage of time with an oxyhemoglobin saturation < 90\% (PctLt90). Sensitive immunoradiometric assays were used to measure plasma B-type (BNP) and N-terminal pro-atrial natriuretic peptide (NT-ANP). Multivariable regression was used to examine the relations between natriuretic peptides and indicators of OSAH, adjusting for age, sex, body mass index, and clinical covariates.

RESULTS: No statistically significant relations between OSAH indices and BNP were observed in the multivariable model. Compared with an AHI < 5, relative levels of 1.20, 0.88, and 0.91 were observed forAHI categories 5-15, 15-30, >30 events per hour, respectively. For NT-ANP, no significant relations were seen with AHI in the multivariable model (relative levels of 0.98, 0.91, and 0.90). An inverse association was observed between NT-ANP and PctLt90 in age- and sex-adjusted models (relative levels of 0.93, 0.87, and 0.80), although this association became statistically nonsignificant after adjusting for body mass index.

CONCLUSION: Lack of association of natriuretic peptides with OSAH indices suggests that undiagnosed OSAH may not be associated with major alterations in left ventricular function, as reflected in morning natriuretic peptide levels.

}, keywords = {Atrial Fibrillation, Body Mass Index, Cohort Studies, Female, Humans, Hypertension, Male, Middle Aged, Myocardial Infarction, Natriuretic Peptides, Obesity, Polysomnography, Prevalence, Residence Characteristics, Severity of Illness Index, Sleep Apnea, Obstructive}, issn = {0161-8105}, doi = {10.1093/sleep/29.10.1301}, author = {Patwardhan, Anjali A and Larson, Martin G and Levy, Daniel and Benjamin, Emelia J and Leip, Eric P and Keyes, Michelle J and Wang, Thomas J and Gottlieb, Daniel J and Vasan, Ramachandran S} } @article {989, title = {Genome-wide association of sleep and circadian phenotypes.}, journal = {BMC Med Genet}, volume = {8 Suppl 1}, year = {2007}, month = {2007 Sep 19}, pages = {S9}, abstract = {

BACKGROUND: Numerous studies suggest genetic influences on sleepiness and circadian rhythms. The Sleep Heart Health Study collected questionnaire data on sleep habits and sleepiness from 2848 Framingham Heart Study Offspring Cohort participants. More than 700 participants were genotyped using the Affymetrix 100K SNP GeneChip, providing a unique opportunity to assess genetic linkage and association of these traits.

METHODS: Sleepiness (defined as the Epworth Sleepiness Scale score), usual bedtime and usual sleep duration were assessed by self-completion questionnaire. Standardized residual measures adjusted for age, sex and BMI were analyzed. Multipoint variance components linkage analysis was performed. Association of SNPs to sleep phenotypes was analyzed with both population-based and family-based association tests, with analysis limited to 70,987 autosomal SNPs with minor allele frequency > or =10\%, call rate > or =80\%, and no significant deviation from Hardy-Weinberg equilibrium (p > or = 0.001).

RESULTS: Heritability of sleepiness was 0.29, bedtime 0.22, and sleep duration 0.17. Both genotype and sleep phenotype data were available for 749 subjects. Linkage analysis revealed five linkage peaks of LOD >2: four to usual bedtime, one to sleep duration. These peaks include several candidate sleep-related genes, including CSNK2A2, encoding a known component of the circadian molecular clock, and PROK2, encoding a putative transmitter of the behavioral circadian rhythm from the suprachiasmatic nucleus. Association tests identified an association of usual bedtime with a non-synonymous coding SNP in NPSR1 that has been shown to encode a gain of function mutation of the neuropeptide S receptor, whose endogenous ligand is a potent promoter of wakefulness. Each copy of the minor allele of this SNP was associated with a 15 minute later mean bedtime. The lowest p value was for association of sleepiness with a SNP located in an intron of PDE4D, which encodes a cAMP-specific phosphodiesterase widely expressed in human brain. Full association results are posted at http://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?id=phs000007 webcite.

CONCLUSION: This analysis confirms prior reports of significant heritability of sleepiness, usual bedtime, and usual sleep duration. Several genetic loci with suggestive linkage to these traits are identified, including linkage peaks containing circadian clock-related genes. Association tests identify NPSR1 and PDE4D as possible mediators of bedtime and sleepiness.

}, keywords = {Adult, Alleles, Cardiovascular Diseases, Circadian Rhythm, Cohort Studies, Female, Gene Frequency, Genetic Linkage, Genome, Human, Genotype, Humans, Male, Middle Aged, Phenotype, Polymorphism, Single Nucleotide, Sleep, Surveys and Questionnaires}, issn = {1471-2350}, doi = {10.1186/1471-2350-8-S1-S9}, author = {Gottlieb, Daniel J and O{\textquoteright}Connor, George T and Wilk, Jemma B} } @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 {1030, title = {Left ventricular morphology and systolic function in sleep-disordered breathing: the Sleep Heart Health Study.}, journal = {Circulation}, volume = {117}, year = {2008}, month = {2008 May 20}, pages = {2599-607}, abstract = {

BACKGROUND: Whether sleep-disordered breathing (SDB) is a risk factor for left ventricular (LV) hypertrophy and dysfunction is controversial. We assessed the relation of SDB to LV morphology and systolic function in a community-based sample of middle-aged and older adults.

METHODS AND RESULTS: The present study was a cross-sectional observational study of 2058 Sleep Heart Health Study participants (mean age 65+/-12 years; 58\% women; 44\% ethnic minorities) who had technically adequate echocardiograms. A polysomnographically derived apnea-hypopnea index (AHI) and hypoxemia index (percent of sleep time with oxyhemoglobin saturation < 90\%) were used to quantify SDB severity. LV mass index was significantly associated with both AHI and hypoxemia index after adjustment for age, sex, ethnicity, study site, body mass index, current and prior smoking, alcohol consumption, systolic blood pressure, antihypertensive medication use, diabetes mellitus, and prevalent myocardial infarction. Adjusted LV mass index was 41.3 (SD 9.90) g/m(2.7) in participants with AHI < 5 (n=957) and 44.1 (SD 9.90) g/m(2.7) in participants with AHI > or = 30 (n=84) events per hour. Compared with participants with AHI < 5, those with AHI > or = 30 had an adjusted odds ratio of 1.78 (95\% confidence interval 1.14 to 2.79) for LV hypertrophy. A higher AHI and higher hypoxemia index were also associated with larger LV diastolic dimension and lower LV ejection fraction, with a trend toward lower LV fractional shortening. LV wall thickness was significantly associated with the hypoxemia index but not with AHI. Left atrial diameter was not associated with either SDB measure.

CONCLUSIONS: In a community-based cohort, SDB is associated with echocardiographic evidence of increased LV mass and reduced LV systolic function.

}, keywords = {Aged, Echocardiography, Female, Humans, Hypertrophy, Left Ventricular, Hypoxia, Male, Middle Aged, Odds Ratio, Sleep Apnea Syndromes, Systole, Ventricular Dysfunction, Left}, issn = {1524-4539}, doi = {10.1161/CIRCULATIONAHA.107.717892}, author = {Chami, Hassan A and Devereux, Richard B and Gottdiener, John S and Mehra, Reena and Roman, Mary J and Benjamin, Emelia J and Gottlieb, Daniel J} } @article {1051, title = {Sleep disordered breathing and hypertension: does self-reported sleepiness modify the association?}, journal = {Sleep}, volume = {31}, year = {2008}, month = {2008 Aug}, pages = {1127-32}, abstract = {

STUDY OBJECTIVES: Epidemiologic studies that demonstrate increased risk of hypertension in persons with sleep disordered breathing indicate that only a minority of these persons report significant subjective sleepiness. Studies also suggest that presence of self-reported sleepiness may identify a subset of persons with sleep disordered breathing who are at greatest risk of cardiovascular sequelae, including hypertension. We explore whether self-reported sleepiness modifies the relationship between sleep disordered breathing and prevalent hypertension.

DESIGN: Cross-sectional.

SETTING: Multicenter study.

PARTICIPANTS: 6046 subjects from the Sleep Heart Health Study.

MEASUREMENTS: Polysomnography, systolic and diastolic blood pressure, antihypertensive medication use, questionnaire determined excessive sleepiness and Epworth Sleepiness Scale, and covariates.

RESULTS: The odds of hypertension at higher apnea hypopnea index categories were larger in participants identified as sleepy based on responses to a frequency of sleepiness question or the Epworth score. For example, for those with AHI > or =30 compared to AHI <1.5, the adjusted odds ratio for hypertension was 2.83 (1.33-6.04) among those reporting sleepiness > or =5 days per month, but only 1.22 (0.89-1.68) among those reporting less frequent daytime sleepiness. In adjusted logistic regression models, there was statistical evidence for effect modification by frequency of sleepiness (P = 0.033) of the association between apnea hypopnea index and hypertension. In adjusted models that included the Epworth score as a continuous variable, the interaction term fell slightly short of statistical significance (beta = 0.010, P = 0.07).

CONCLUSION: This study finds that the association of sleep disordered breathing with hypertension is stronger in individuals who report daytime sleepiness than in those who do not.

}, keywords = {Aged, Antihypertensive Agents, Comorbidity, Cross-Sectional Studies, Disorders of Excessive Somnolence, Female, Health Surveys, Humans, Hypertension, Male, Middle Aged, Odds Ratio, Oxygen, Polysomnography, Sleep Apnea, Obstructive, United States}, issn = {0161-8105}, author = {Kapur, Vishesh K and Resnick, Helaine E and Gottlieb, Daniel J} } @article {1016, title = {Sleep-disordered breathing and impaired glucose metabolism in normal-weight and overweight/obese individuals: the Sleep Heart Health Study.}, journal = {Diabetes Care}, volume = {31}, year = {2008}, month = {2008 May}, pages = {1001-6}, abstract = {

OBJECTIVE: To characterize the association between sleep-disordered breathing (SDB) and impaired fasting glucose (IFG), impaired glucose tolerance (IGT), combined IFG and IGT, and occult diabetes in individuals of different body habitus.

RESEARCH DESIGN AND METHODS: Cross-sectional analysis of 2,588 participants (aged 52-96 years; 46\% men) without known diabetes. SDB was defined as respiratory disturbance index >or=10 events/h. IFG, IGT, occult diabetes, and body weight were classified according to recent accepted guidelines. Participants with and without SDB were compared on prevalence and odds ratios for measures of impaired glucose metabolism (IGM), adjusting for age, sex, race, BMI, and waist circumference.

RESULTS: SDB was observed in 209 nonoverweight and 1,036 overweight/obese participants. SDB groups had significantly higher adjusted prevalence and adjusted odds of IFG, IFG plus IGT, and occult diabetes. The adjusted odds ratio for all subjects was 1.3 (95\% CI 1.1-1.6) for IFG, 1.2 (1.0-1.4) for IGT, 1.4 (1.1-2.7) for IFG plus IGT, and 1.7 (1.1-2.7) for occult diabetes.

CONCLUSIONS: SDB was associated with occult diabetes, IFG, and IFG plus IGT, after adjusting for age, sex, race, BMI, and waist circumference. The magnitude of these associations was similar in nonoverweight and overweight participants. The consistency of associations across all measures of IGM and body habitus groups and the significant association between SDB and IFG plus IGT, a risk factor for rapid progression to diabetes, cardiovascular disease, and mortality, suggests the importance of SDB as a risk factor for clinically important levels of metabolic dysfunction.

}, keywords = {Aged, Aged, 80 and over, Body Weight, Cardiovascular Diseases, Cross-Sectional Studies, Female, Glucose Intolerance, Glucose Tolerance Test, Humans, Male, Middle Aged, Obesity, Overweight, Polysomnography, Reference Values, Sleep Wake Disorders}, issn = {1935-5548}, doi = {10.2337/dc07-2003}, author = {Seicean, Sinziana and Kirchner, H Lester and Gottlieb, Daniel J and Punjabi, Naresh M and Resnick, Helaine and Sanders, Mark and Budhiraja, Rohit and Singer, Mendel and Redline, Susan} } @article {1137, title = {Brachial artery diameter, blood flow and flow-mediated dilation in sleep-disordered breathing.}, journal = {Vasc Med}, volume = {14}, year = {2009}, month = {2009 Nov}, pages = {351-60}, abstract = {

Clinic-based, case-control studies linked sleep-disordered breathing (SDB) to markers of endothelial dysfunction. We attempted to validate this association in a large community-based sample, and evaluate the relation of SDB to arterial diameter and peripheral blood flow. This community-based, cross-sectional observational study included 327 men and 355 women, aged 42-83 years, from the Framingham Heart Study site of the Sleep Heart Health Study. The polysomnographically derived apnea-hypopnea index and the hypoxemia index (percent sleep time with oxyhemoglobin saturation below 90\%) were used to quantify the severity of SDB. Brachial artery ultrasound measurements included baseline diameter, percent flow-mediated dilation, and baseline and hyperemic flow velocity and volume. The baseline brachial artery diameter was significantly associated with both the apnea-hypopnea index and the hypoxemia index. The association was diminished by adjustment for body mass index, but remained significant for the apnea-hypopnea index. Age-, sex-, race- and body mass index-adjusted mean diameters were 4.32, 4.33, 4.33, 4.56, 4.53 mm for those with apnea-hypopnea index < 1.5, 1.5-4.9, 5-14.9, 15-29.9, >/= 30, respectively; p = 0.03. Baseline flow measures were associated with the apnea-hypopnea index but this association was non-significant after adjusting for body mass index. No significant association was observed between measures of SDB and percent flow-mediated dilation or hyperemic flow in any model. In conclusion, this study supports a moderate association of SDB and larger baseline brachial artery diameter, which may reflect SDB-induced vascular remodeling. This study does not support a link between SDB and endothelial dysfunction as measured by brachial artery flow-mediated dilation.

}, keywords = {Adult, Aged, Aged, 80 and over, Blood Flow Velocity, Brachial Artery, Cross-Sectional Studies, Female, Humans, Hyperemia, Hypoxia, Laser-Doppler Flowmetry, Male, Middle Aged, Polysomnography, Regional Blood Flow, Severity of Illness Index, Sleep Apnea Syndromes, Ultrasonography, Vasodilation}, issn = {1358-863X}, doi = {10.1177/1358863X09105132}, author = {Chami, Hassan A and Keyes, Michelle J and Vita, Joseph A and Mitchell, Gary F and Larson, Martin G and Fan, Shuxia and Vasan, Ramachandran S and O{\textquoteright}Connor, George T and Benjamin, Emelia J and Gottlieb, Daniel J} } @article {1105, title = {Polysomnographic and health-related quality of life correlates of restless legs syndrome in the Sleep Heart Health Study.}, journal = {Sleep}, volume = {32}, year = {2009}, month = {2009 Jun}, pages = {772-8}, abstract = {

STUDY OBJECTIVES: Sleep disturbance is the primary clinical morbidity of restless legs syndrome (RLS). To date, sleep disturbance in RLS has been measured in (1) clinical samples with polysomnography (PSG) or (2) population-based samples by self-report. The objective of this study was to analyze sleep by PSG in a population-based sample with symptoms of RLS.

DESIGN: Cross-sectional observational study.

SETTING: Community-based.

PARTICIPANTS: 3433 older men and women.

INTERVENTIONS: None.

MEASUREMENTS AND RESULTS: RLS was evaluated using an 8-item self-administered questionnaire based on NIH diagnostic criteria and required symptoms occurring > or = five times per month and associated with at least moderate distress. Health-related quality of life (HRQOL) was determined using the SF-36. Unattended, in-home PSG was performed. Data were assessed using general linear models with adjustment for demographic, health-related variables, and apnea-hypopnea index (AHI). Subjects with RLS had longer adjusted mean sleep latency (39.8 vs 26.4 min, P < 0.0001) and higher arousal index (20.1 vs 18.0, P = 0.0145) than those without RLS. Sleep latency increased progressively as the frequency of RLS symptoms increased from 5-15 days per month to 6-7 days per week. No differences in sleep stage percentages were observed between participants with and without RLS. Subjects with RLS also reported poorer HRQOL in all physical domains as well as in the Mental Health and Vitality domains.

CONCLUSIONS: These novel PSG data from a nonclinical, community-based sample of individuals with RLS document sleep disturbance in the home even in individuals with intermittent symptoms.

}, keywords = {Adult, Aged, Cohort Studies, Comorbidity, Cross-Sectional Studies, Female, Humans, Male, Middle Aged, Polysomnography, Prospective Studies, Quality of Life, Restless Legs Syndrome, Sleep Initiation and Maintenance Disorders, Statistics as Topic}, issn = {0161-8105}, author = {Winkelman, John W and Redline, Susan and Baldwin, Carol M and Resnick, Helaine E and Newman, Anne B and Gottlieb, Daniel J} } @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 {1161, title = {Sleepiness, quality of life, and sleep maintenance in REM versus non-REM sleep-disordered breathing.}, journal = {Am J Respir Crit Care Med}, volume = {181}, year = {2010}, month = {2010 May 01}, pages = {997-1002}, abstract = {

RATIONALE: The impact of REM-predominant sleep-disordered breathing (SDB) on sleepiness, quality of life (QOL), and sleep maintenance is uncertain.

OBJECTIVE: To evaluate the association of SDB during REM sleep with daytime sleepiness, health-related QOL, and difficulty maintaining sleep, in comparison to their association with SDB during non-REM sleep in a community-based cohort.

METHODS: Cross-sectional analysis of 5,649 Sleep Heart Health Study participants (mean age 62.5 [SD = 10.9], 52.6\% women, 22.6\% ethnic minorities). SDB during REM and non-REM sleep was quantified using polysomnographically derived apnea-hypopnea index in REM (AHI(REM)) and non-REM (AHI(NREM)) sleep. Sleepiness, sleep maintenance, and QOL were respectively quantified using the Epworth Sleepiness Scale (ESS), the Sleep Heart Health Study Sleep Habit Questionnaire, and the physical and mental composites scales of the Medical Outcomes Study Short Form (SF)-36.

MEASUREMENTS AND MAIN RESULTS: AHI(REM) was not associated with the ESS scores or the physical and mental components scales scores of the SF-36 after adjusting for demographics, body mass index, and AHI(NREM) x AHI(REM) was not associated with frequent difficulty maintaining sleep or early awakening from sleep. AHI(NREM) was associated with the ESS score (beta = 0.25; 95\% confidence interval [CI], 0.16 to 0.34) and the physical (beta = -0.12; 95\% CI, -0.42 to -0.01) and mental (beta = -0.20; 95\% CI, -0.20 to -0.01) components scores of the SF-36 adjusting for demographics, body mass index, and AHI(REM).

CONCLUSIONS: In a community-based sample of middle-aged and older adults, REM-predominant SDB is not independently associated with daytime sleepiness, impaired health-related QOL, or self-reported sleep disruption.

}, keywords = {Aged, Disorders of Excessive Somnolence, Female, Humans, Male, Middle Aged, Polysomnography, Quality of Life, Sleep, Sleep Apnea Syndromes, Sleep, REM}, issn = {1535-4970}, doi = {10.1164/rccm.200908-1304OC}, author = {Chami, Hassan A and Baldwin, Carol M and Silverman, Angela and Zhang, Ying and Rapoport, David and Punjabi, Naresh M and Gottlieb, Daniel J} } @article {1278, title = {Association of incident cardiovascular disease with progression of sleep-disordered breathing.}, journal = {Circulation}, volume = {123}, year = {2011}, month = {2011 Mar 29}, pages = {1280-6}, abstract = {

BACKGROUND: Prospective data suggest that sleep-disordered breathing enhances risk for incident and recurrent cardiovascular disease (CVD). However, a reverse causal pathway whereby incident CVD causes or worsens sleep-disordered breathing has not been studied.

METHODS AND RESULTS: A total of 2721 Sleep Heart Health Study participants (mean age 62, standard deviation=10 years; 57\% women; 23\% minority) without CVD at baseline underwent 2 polysomnograms 5 years apart. Incident CVD events, including myocardial infarction, congestive heart failure, and stroke, were ascertained and adjudicated. The relation of incident CVD to change in apnea-hypopnea index between the 2 polysomnograms was tested with general linear models, with adjustment for age, sex, race, study center, history of diabetes mellitus, change in body mass index, change in neck circumference, percent sleep time spent in supine sleep, and time between the 2 polysomnograms. Incident CVD occurred in 95 participants between the first and second polysomnograms. Compared with participants without incident CVD, those with incident CVD experienced larger increases in apnea-hypopnea index between polysomnograms. The difference in adjusted mean apnea-hypopnea index change between subjects with and without incident CVD was 2.75 events per hour (95\% confidence interval, 0.26 to 5.24; P=0.032). This association persisted after subjects with central sleep apnea were excluded. Compared with participants without incident CVD, participants with incident CVD had greater increases in both mean obstructive and central apnea indices, by 1.75 events per hour (95\% confidence interval, 0.10 to 1.75; P=0.04) and by 1.07 events per hour (95\% confidence interval, 0.40 to 1.74; P=0.001), respectively.

CONCLUSIONS: In a diverse, community-based sample of middle-aged and older adults, incident CVD was associated with worsening sleep-disordered breathing over 5 years.

}, keywords = {Aged, Cardiovascular Diseases, Disease Progression, Female, Follow-Up Studies, Humans, Incidence, Male, Middle Aged, Polysomnography, Risk Factors, Sleep Apnea Syndromes}, issn = {1524-4539}, doi = {10.1161/CIRCULATIONAHA.110.974022}, author = {Chami, Hassan A and Resnick, Helaine E and Quan, Stuart F and Gottlieb, Daniel J} } @article {6178, title = {Association of genetic loci with sleep apnea in European Americans and African-Americans: the Candidate Gene Association Resource (CARe).}, journal = {PLoS One}, volume = {7}, year = {2012}, month = {2012}, pages = {e48836}, abstract = {

Although obstructive sleep apnea (OSA) is known to have a strong familial basis, no genetic polymorphisms influencing apnea risk have been identified in cross-cohort analyses. We utilized the National Heart, Lung, and Blood Institute (NHLBI) Candidate Gene Association Resource (CARe) to identify sleep apnea susceptibility loci. Using a panel of 46,449 polymorphisms from roughly 2,100 candidate genes on a customized Illumina iSelect chip, we tested for association with the apnea hypopnea index (AHI) as well as moderate to severe OSA (AHI>=15) in 3,551 participants of the Cleveland Family Study and two cohorts participating in the Sleep Heart Health Study.Among 647 African-Americans, rs11126184 in the pleckstrin (PLEK) gene was associated with OSA while rs7030789 in the lysophosphatidic acid receptor 1 (LPAR1) gene was associated with AHI using a chip-wide significance threshold of p-value<2{\texttimes}10(-6). Among 2,904 individuals of European ancestry, rs1409986 in the prostaglandin E2 receptor (PTGER3) gene was significantly associated with OSA. Consistency of effects between rs7030789 and rs1409986 in LPAR1 and PTGER3 and apnea phenotypes were observed in independent clinic-based cohorts.Novel genetic loci for apnea phenotypes were identified through the use of customized gene chips and meta-analyses of cohort data with replication in clinic-based samples. The identified SNPs all lie in genes associated with inflammation suggesting inflammation may play a role in OSA pathogenesis.

}, keywords = {Adult, African Americans, Aged, Alleles, European Continental Ancestry Group, Female, Genetic Association Studies, Genetic Loci, Genetic Predisposition to Disease, Genotype, Humans, Male, Middle Aged, Phenotype, Polymorphism, Single Nucleotide, Polysomnography, Sleep Apnea, Obstructive}, issn = {1932-6203}, doi = {10.1371/journal.pone.0048836}, author = {Patel, Sanjay R and Goodloe, Robert and De, Gourab and Kowgier, Matthew and Weng, Jia and Buxbaum, Sarah G and Cade, Brian and Fulop, Tibor and Gharib, Sina A and Gottlieb, Daniel J and Hillman, David and Larkin, Emma K and Lauderdale, Diane S and Li, Li and Mukherjee, Sutapa and Palmer, Lyle and Zee, Phyllis and Zhu, Xiaofeng and Redline, Susan} } @article {6270, title = {Sleep duration does not mediate or modify association of common genetic variants with type 2 diabetes.}, journal = {Diabetologia}, volume = {57}, year = {2014}, month = {2014 Feb}, pages = {339-46}, abstract = {

AIMS/HYPOTHESIS: Short and long sleep duration are associated with increased risk of type 2 diabetes. We aimed to investigate whether genetic variants for fasting glucose or type 2 diabetes associate with short or long sleep duration and whether sleep duration modifies the association of genetic variants with these traits.

METHODS: We examined the cross-sectional relationship between self-reported habitual sleep duration and prevalence of type 2 diabetes in individuals of European descent participating in five studies included in the Candidate Gene Association Resource (CARe), totalling 1,474 cases and 8,323 controls. We tested for association of 16 fasting glucose-associated variants, 27 type 2 diabetes-associated variants and aggregate genetic risk scores with continuous and dichotomised (<=5~h or >=9~h) sleep duration using regression models adjusted for age, sex and BMI. Finally, we tested whether a gene {\texttimes} behaviour interaction of variants with sleep duration had an impact on fasting glucose or type 2 diabetes risk.

RESULTS: Short sleep duration was significantly associated with type 2 diabetes in CARe (OR 1.32; 95\% CI 1.08, 1.61; p = 0.008). Variants previously associated with fasting glucose or type 2 diabetes and genetic risk scores were not associated with sleep duration. Furthermore, no study-wide significant interaction was observed between sleep duration and these variants on glycaemic traits. Nominal interactions were observed for sleep duration and PPARG rs1801282, CRY2 rs7943320 and HNF1B rs4430796 in influencing risk of type 2 diabetes (p < 0.05).

CONCLUSIONS/INTERPRETATION: Our findings suggest that differences in habitual sleep duration do not mediate or modify the relationship between common variants underlying glycaemic traits (including in circadian rhythm genes) and diabetes.

}, keywords = {Blood Glucose, Body Composition, Body Mass Index, Cross-Sectional Studies, Diabetes Mellitus, Type 2, European Continental Ancestry Group, Fasting, Female, Genetic Predisposition to Disease, Genetic Variation, Genotype, Glucose Intolerance, Glycated Hemoglobin A, Humans, Insulin Resistance, Male, Middle Aged, Polymorphism, Single Nucleotide, Risk Factors, Sleep, Surveys and Questionnaires, Time Factors, United States}, issn = {1432-0428}, doi = {10.1007/s00125-013-3110-y}, author = {Tare, Archana and Lane, Jacqueline M and Cade, Brian E and Grant, Struan F A and Chen, Ting-Hsu and Punjabi, Naresh M and Lauderdale, Diane S and Zee, Phyllis C and Gharib, Sina A and Gottlieb, Daniel J and Scheer, Frank A J L and Redline, Susan and Saxena, Richa} } @article {6927, title = {Gene-Environment Interactions of Circadian-Related Genes for Cardiometabolic Traits.}, journal = {Diabetes Care}, volume = {38}, year = {2015}, month = {2015 Aug}, pages = {1456-66}, abstract = {

OBJECTIVE: Common circadian-related gene variants associate with increased risk for metabolic alterations including type 2 diabetes. However, little is known about whether diet and sleep could modify associations between circadian-related variants (CLOCK-rs1801260, CRY2-rs11605924, MTNR1B-rs1387153, MTNR1B-rs10830963, NR1D1-rs2314339) and cardiometabolic traits (fasting glucose [FG], HOMA-insulin resistance, BMI, waist circumference, and HDL-cholesterol) to facilitate personalized recommendations.

RESEARCH DESIGN AND METHODS: We conducted inverse-variance weighted, fixed-effect meta-analyses of results of adjusted associations and interactions between dietary intake/sleep duration and selected variants on cardiometabolic traits from 15 cohort studies including up to 28,190 participants of European descent from the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) Consortium.

RESULTS: We observed significant associations between relative macronutrient intakes and glycemic traits and short sleep duration (<7 h) and higher FG and replicated known MTNR1B associations with glycemic traits. No interactions were evident after accounting for multiple comparisons. However, we observed nominally significant interactions (all P < 0.01) between carbohydrate intake and MTNR1B-rs1387153 for FG with a 0.003 mmol/L higher FG with each additional 1\% carbohydrate intake in the presence of the T allele, between sleep duration and CRY2-rs11605924 for HDL-cholesterol with a 0.010 mmol/L higher HDL-cholesterol with each additional hour of sleep in the presence of the A allele, and between long sleep duration (>=9 h) and MTNR1B-rs1387153 for BMI with a 0.60 kg/m(2) higher BMI with long sleep duration in the presence of the T allele relative to normal sleep duration (>=7 to <9 h).

CONCLUSIONS: Our results suggest that lower carbohydrate intake and normal sleep duration may ameliorate cardiometabolic abnormalities conferred by common circadian-related genetic variants. Until further mechanistic examination of the nominally significant interactions is conducted, recommendations applicable to the general population regarding diet{\textemdash}specifically higher carbohydrate and lower fat composition{\textemdash}and normal sleep duration should continue to be emphasized among individuals with the investigated circadian-related gene variants.

}, keywords = {Adult, Alleles, Blood Glucose, Circadian Rhythm Signaling Peptides and Proteins, Cohort Studies, Diabetes Mellitus, Type 2, Diet, Fat-Restricted, European Continental Ancestry Group, Fasting, Female, Gene-Environment Interaction, Humans, Insulin Resistance, Male, Middle Aged, Multicenter Studies as Topic, Observational Studies as Topic, Phenotype, Polymorphism, Single Nucleotide, Sleep, Waist Circumference}, issn = {1935-5548}, doi = {10.2337/dc14-2709}, author = {Dashti, Hassan S and Follis, Jack L and Smith, Caren E and Tanaka, Toshiko and Garaulet, Marta and Gottlieb, Daniel J and Hruby, Adela and Jacques, Paul F and Kiefte-de Jong, Jessica C and Lamon-Fava, Stefania and Scheer, Frank A J L and Bartz, Traci M and Kovanen, Leena and Wojczynski, Mary K and Frazier-Wood, Alexis C and Ahluwalia, Tarunveer S and Per{\"a}l{\"a}, Mia-Maria and Jonsson, Anna and Muka, Taulant and Kalafati, Ioanna P and Mikkil{\"a}, Vera and Ordovas, Jose M} } @article {6614, title = {Habitual sleep duration is associated with BMI and macronutrient intake and may be modified by CLOCK genetic variants.}, journal = {Am J Clin Nutr}, volume = {101}, year = {2015}, month = {2015 Jan}, pages = {135-43}, abstract = {

BACKGROUND: Short sleep duration has been associated with greater risks of obesity, hypertension, diabetes, and cardiovascular disease. Also, common genetic variants in the human Circadian Locomotor Output Cycles Kaput (CLOCK) show associations with ghrelin and total energy intake.

OBJECTIVES: We examined associations between habitual sleep duration, body mass index (BMI), and macronutrient intake and assessed whether CLOCK variants modify these associations.

DESIGN: We conducted inverse-variance weighted, fixed-effect meta-analyses of results of adjusted associations of sleep duration and BMI and macronutrient intake as percentages of total energy as well as interactions with CLOCK variants from 9 cohort studies including up to 14,906 participants of European descent from the Cohorts for Heart and Aging Research in Genomic Epidemiology Consortium.

RESULTS: We observed a significant association between sleep duration and lower BMI (β {\textpm} SE = 0.16 {\textpm} 0.04, P < 0.0001) in the overall sample; however, associations between sleep duration and relative macronutrient intake were evident in age- and sex-stratified analyses only. We observed a significant association between sleep duration and lower saturated fatty acid intake in younger (aged 20-64 y) adults (men: 0.11 {\textpm} 0.06\%, P = 0.03; women: 0.10 {\textpm} 0.05\%, P = 0.04) and with lower carbohydrate (-0.31 {\textpm} 0.12\%, P < 0.01), higher total fat (0.18 {\textpm} 0.09\%, P = 0.05), and higher PUFA (0.05 {\textpm} 0.02\%, P = 0.02) intakes in older (aged 65-80 y) women. In addition, the following 2 nominally significant interactions were observed: between sleep duration and rs12649507 on PUFA intake and between sleep duration and rs6858749 on protein intake.

CONCLUSIONS: Our results indicate that longer habitual sleep duration is associated with lower BMI and age- and sex-specific favorable dietary behaviors. Differences in the relative intake of specific macronutrients associated with short sleep duration could, at least in part, explain previously reported associations between short sleep duration and chronic metabolic abnormalities. In addition, the influence of obesity-associated CLOCK variants on the association between sleep duration and macronutrient intake suggests that longer habitual sleep duration could ameliorate the genetic predisposition to obesity via a favorable dietary profile.

}, keywords = {Adult, Body Mass Index, CLOCK Proteins, Cohort Studies, Cross-Sectional Studies, Diet, Dietary Proteins, Energy Intake, European Continental Ancestry Group, Fatty Acids, Unsaturated, Female, Gene-Environment Interaction, Genetic Predisposition to Disease, Humans, Male, Middle Aged, Obesity, Polymorphism, Single Nucleotide, Sleep, Young Adult}, issn = {1938-3207}, doi = {10.3945/ajcn.114.095026}, author = {Dashti, Hassan S and Follis, Jack L and Smith, Caren E and Tanaka, Toshiko and Cade, Brian E and Gottlieb, Daniel J and Hruby, Adela and Jacques, Paul F and Lamon-Fava, Stefania and Richardson, Kris and Saxena, Richa and Scheer, Frank A J L and Kovanen, Leena and Bartz, Traci M and Per{\"a}l{\"a}, Mia-Maria and Jonsson, Anna and Frazier-Wood, Alexis C and Kalafati, Ioanna-Panagiota and Mikkil{\"a}, Vera and Partonen, Timo and Lemaitre, Rozenn N and Lahti, Jari and Hernandez, Dena G and Toft, Ulla and Johnson, W Craig and Kanoni, Stavroula and Raitakari, Olli T and Perola, Markus and Psaty, Bruce M and Ferrucci, Luigi and Grarup, Niels and Highland, Heather M and Rallidis, Loukianos and K{\"a}h{\"o}nen, Mika and Havulinna, Aki S and Siscovick, David S and R{\"a}ikk{\"o}nen, Katri and J{\o}rgensen, Torben and Rotter, Jerome I and Deloukas, Panos and Viikari, Jorma S A and Mozaffarian, Dariush and Linneberg, Allan and Sepp{\"a}l{\"a}, Ilkka and Hansen, Torben and Salomaa, Veikko and Gharib, Sina A and Eriksson, Johan G and Bandinelli, Stefania and Pedersen, Oluf and Rich, Stephen S and Dedoussis, George and Lehtim{\"a}ki, Terho and Ordovas, Jose M} } @article {7121, title = {Common variants in DRD2 are associated with sleep duration: the CARe consortium.}, journal = {Hum Mol Genet}, volume = {25}, year = {2016}, month = {2016 Jan 1}, pages = {167-79}, abstract = {

Sleep duration is implicated in the etiologies of chronic diseases and premature mortality. However, the genetic basis for sleep duration is poorly defined. We sought to identify novel genetic components influencing sleep duration in a multi-ethnic sample. Meta-analyses were conducted of genetic associations with self-reported, habitual sleep duration from seven Candidate Gene Association Resource (CARe) cohorts of over 25 000 individuals of African, Asian, European and Hispanic American ancestry. All individuals were genotyped for \~{}50 000 SNPs from 2000 candidate heart, lung, blood and sleep genes. African-Americans had additional genome-wide genotypes. Four cohorts provided replication. A SNP (rs17601612) in the dopamine D2 receptor gene (DRD2) was significantly associated with sleep duration (P = 9.8 {\texttimes} 10(-7)). Conditional analysis identified a second DRD2 signal with opposite effects on sleep duration. In exploratory analysis, suggestive association was observed for rs17601612 with polysomnographically determined sleep latency (P = 0.002). The lead DRD2 signal was recently identified in a schizophrenia GWAS, and a genetic risk score of 11 additional schizophrenia GWAS loci genotyped on the IBC array was also associated with longer sleep duration (P = 0.03). These findings support a role for DRD2 in influencing sleep duration. Our work motivates future pharmocogenetics research on alerting agents such as caffeine and modafinil that interact with the dopaminergic pathway and further investigation of genetic overlap between sleep and neuro-psychiatric traits.

}, keywords = {Cohort Studies, Ethnic Groups, Humans, Polymorphism, Single Nucleotide, Polysomnography, Receptors, Dopamine D2, Sleep, Time Factors}, issn = {1460-2083}, doi = {10.1093/hmg/ddv434}, author = {Cade, Brian E and Gottlieb, Daniel J and Lauderdale, Diane S and Bennett, David A and Buchman, Aron S and Buxbaum, Sarah G and De Jager, Philip L and Evans, Daniel S and Fulop, Tibor and Gharib, Sina A and Johnson, W Craig and Kim, Hyun and Larkin, Emma K and Lee, Seung Ku and Lim, Andrew S and Punjabi, Naresh M and Shin, Chol and Stone, Katie L and Tranah, Gregory J and Weng, Jia and Yaffe, Kristine and Zee, Phyllis C and Patel, Sanjay R and Zhu, Xiaofeng and Redline, Susan and Saxena, Richa} } @article {8044, title = {Associations of variants In the hexokinase 1 and interleukin 18 receptor regions with oxyhemoglobin saturation during sleep.}, journal = {PLoS Genet}, volume = {15}, year = {2019}, month = {2019 04}, pages = {e1007739}, abstract = {

Sleep disordered breathing (SDB)-related overnight hypoxemia is associated with cardiometabolic disease and other comorbidities. Understanding the genetic bases for variations in nocturnal hypoxemia may help understand mechanisms influencing oxygenation and SDB-related mortality. We conducted genome-wide association tests across 10 cohorts and 4 populations to identify genetic variants associated with three correlated measures of overnight oxyhemoglobin saturation: average and minimum oxyhemoglobin saturation during sleep and the percent of sleep with oxyhemoglobin saturation under 90\%. The discovery sample consisted of 8,326 individuals. Variants with p < 1 {\texttimes} 10(-6) were analyzed in a replication group of 14,410 individuals. We identified 3 significantly associated regions, including 2 regions in multi-ethnic analyses (2q12, 10q22). SNPs in the 2q12 region associated with minimum SpO2 (rs78136548 p = 2.70 {\texttimes} 10(-10)). SNPs at 10q22 were associated with all three traits including average SpO2 (rs72805692 p = 4.58 {\texttimes} 10(-8)). SNPs in both regions were associated in over 20,000 individuals and are supported by prior associations or functional evidence. Four additional significant regions were detected in secondary sex-stratified and combined discovery and replication analyses, including a region overlapping Reelin, a known marker of respiratory complex neurons.These are the first genome-wide significant findings reported for oxyhemoglobin saturation during sleep, a phenotype of high clinical interest. Our replicated associations with HK1 and IL18R1 suggest that variants in inflammatory pathways, such as the biologically-plausible NLRP3 inflammasome, may contribute to nocturnal hypoxemia.

}, keywords = {Adolescent, Adult, Aged, Aged, 80 and over, Cell Adhesion Molecules, Neuronal, Computational Biology, Extracellular Matrix Proteins, Female, Gene Regulatory Networks, Genetic Variation, Genome-Wide Association Study, Hexokinase, Humans, Hypoxia, Interleukin-18 Receptor alpha Subunit, Male, Middle Aged, Nerve Tissue Proteins, NLR Family, Pyrin Domain-Containing 3 Protein, Oxygen, Oxyhemoglobins, Polymorphism, Single Nucleotide, Quantitative Trait Loci, Serine Endopeptidases, Sleep, Sleep Apnea Syndromes, Young Adult}, issn = {1553-7404}, doi = {10.1371/journal.pgen.1007739}, author = {Cade, Brian E and Chen, Han and Stilp, Adrienne M and Louie, Tin and Ancoli-Israel, Sonia and Arens, Raanan and Barfield, Richard and Below, Jennifer E and Cai, Jianwen and Conomos, Matthew P and Evans, Daniel S and Frazier-Wood, Alexis C and Gharib, Sina A and Gleason, Kevin J and Gottlieb, Daniel J and Hillman, David R and Johnson, W Craig and Lederer, David J and Lee, Jiwon and Loredo, Jose S and Mei, Hao and Mukherjee, Sutapa and Patel, Sanjay R and Post, Wendy S and Purcell, Shaun M and Ramos, Alberto R and Reid, Kathryn J and Rice, Ken and Shah, Neomi A and Sofer, Tamar and Taylor, Kent D and Thornton, Timothy A and Wang, Heming and Yaffe, Kristine and Zee, Phyllis C and Hanis, Craig L and Palmer, Lyle J and Rotter, Jerome I and Stone, Katie L and Tranah, Gregory J and Wilson, James G and Sunyaev, Shamil R and Laurie, Cathy C and Zhu, Xiaofeng and Saxena, Richa and Lin, Xihong and Redline, Susan} }