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Examining Use of Mobile Phones for Sleep Tracking Among a National Sample in the USA

Robbins, Rebecca; Krebs, Paul; Rapoport, David M; Jean-Louis, Girardin; Duncan, Dustin T
Mobile technology has been designed to serve a number of functions relating to health, but we know little about individuals who use these tools to track sleep. This study utilized data from a cross-sectional, geographically diverse survey of adults in the USA (N = 934). Among the sample, 28.2% (n = 263) report current use of a mobile phone for sleep tracking. Income and gender were significant correlates of sleep tracking (p < 0.05). Compared to a poor diet, a reported "excellent" diet was associated with sleep tracking (p < 0.05). Interestingly, compared to individuals who never smoke, report of smoking "everyday" was associated with sleep tracking (p < 0.05). Finally, individuals who reported current use of their mobile device for other health functions (e.g., chat with their doctor or log symptoms) were more likely to report sleep tracking on their mobile device (p < 0.05). Results appear to suggest sleep tracking is common among individuals with good general health.
PMID: 29334765
ISSN: 1532-7027
CID: 2916212

Effects of obstructive sleep apnea on human spatial navigational memory processing in cognitively normal older adults [Meeting Abstract]

Mullins, A E; Williams, M K; Kam, K; Parekh, A; Castillo, B; Rapoport, D M; Ayappa, I; Osorio, R S; Varga, A W
Introduction: Obstructive sleep apnea (OSA) is a common sleep disorder associated with inconsistent cognitive consequences. Spatial disorientation increases with age and is an early sign of cognitive dysfunction in Alzheimer disease (AD). Sleep and related EEG oscillations, slow wave activity (SWA) and slow oscillations (SOs), are important for processing spatial memories, however it is not known if OSA-related sleep disruption effects spatial navigational memory processing in older adults.
Method(s): 42 older (age=66.5+/-7.9 years, 54.8% female) cognitively normal adults were recruited from the community. Participants performed timed trials on a 3D spatial maze navigational task and psychomotor vigilance test (PVT), before and after polysomnography (PSG). Maze completion time, PVT, sleep EEG macro and microstructure measures were compared between participants with and without OSA (AHI4%>=5.0/hour). Associations between sleep EEG microstructure (relative SWA (0.5-4Hz) & SOs (<1Hz) spectral power) and maze completion times were explored separately according to OSA diagnosis.
Result(s): Median AHI4% was 0.5/hour in those without OSA(n=30) and 10.7/hour in OSA(n=12). N1 sleep was significantly increased and N2 significantly decreased with OSA. No significant group differences in SWS, REM sleep or PVT performance were observed. There were no significant groups differences in pre-sleep maze completion time, whereas post-sleep maze performance was significantly different. On average participants without OSA continued to improve maze completion time across 3 morning trials whereas participants with OSA performed best on the first morning trial and performed worse on average with each subsequent trial (significant interaction between OSA group and morning trial number, p=0.016, Two Way Repeated Measures ANOVA). There were no significant differences in EEG microstructure observed between groups but in OSA, post-sleep maze performance showed a significant negative association with <1Hz spectral power at frontal (-0.78, p=0.007), central (-0.8, p=0.005) and occipital EEG (-0.71, p=0.02) during SWS.
Conclusion(s): Cognitively normal older adults with mild OSA demonstrated significantly worse morning spatial navigation performance compared to individuals without OSA after equivalent evening encoding. The associations between greater SOs and worse morning maze performance in OSA require replication
EMBASE:627914986
ISSN: 1550-9109
CID: 3924012

Factors associated with sleepiness and vigilance in a cognitively normal elderly population [Meeting Abstract]

Taweesedt, P T; Borukhov, I; Ankit, P; Varga, A W; Osorio, R S; Andrade, A; Cavedoni, B; Can, H; Rapoport, D M; Ayappa, I
Introduction: Assessment of habitual sleep duration and obstructive sleep apnea (OSA) severity and their relationships with subjective sleepiness and vigilance in cognitively normal older subjects is limited.
Method(s): Data are from subjects participating in an ongoing longitudinal study of sleep and Alzheimer's disease biomarkers in cognitively normal elderly subjects (CDR=0, MMSE>=24). Demographic data, comorbidities, medications and Apolipoprotein E4 (ApoE4) genotype were collected. Habitual nocturnal sleep duration was measured by 7-day actigraphy. OSA was evaluated from in-laboratory nocturnal polysomnography (NPSG) and/or 2-night home-sleep test (HST). Excessive daytime sleepiness (EDS) was determined from Epworth Sleep Scale (ESS), and vigilance by 20-min psychomotor vigilance test (PVT). OSA was defined by Apnea hypopnea Index 4 (AHI4)>=5 and/or respiratory disturbance index (RDI)>=15.
Result(s): Among 267 subjects (age 68.4+/-8.1 years, BMI 26.3+/-5 kg/ m2, 36.4% male), 185 underwent HST alone, 11 NPSG alone, and 71 both HST and NPSG. 58.7% of subjects had OSA. Of these, 67.3% had AHI4<15/hr and 32.7% had AHI4>=15/hr. Sleep duration was 7+/-1.1 hours. Median ESS was 5 (IQR 5), with 16.4% subjects having ESS>=10. Median PVT lapses was 3.2 (IQR 2.7). ESS and PVT showed no relationship (rho=0.093, p-value 0.14). There was a significant inverse correlation between actigraphy sleep duration and ESS (rho=-0.348, p-value<0.01), but not lapses. AHI4 (rho=0.188, p-value<0.01) and RDI (rho=0.166, p-value 0.01) from HST were correlated with ESS but not PVT. Sleep duration explained 12% of variance in ESS even after adjusting for AHI4. In 82 subjects with NPSG, we found no correlation between ESS or PVT and in-lab total sleep time, sleep stages or OSA severity. No differences in sleepiness were seen in ApoE4 carriers compared to others.
Conclusion(s): Our data confirm that OSA is highly prevalent in cognitively normal elderly subjects. We found limited subjective sleepiness, even in those with OSA. Typical sleep duration measured in the home was the main predictor of sleepiness. To date, conventional NPSG metrics do not explain the lack of EDS in OSA in this group
EMBASE:627852020
ISSN: 1550-9109
CID: 3925312

Interactive associations of obstructive sleep apnea and B-amyloid burden among clinically normal and mild cognitive impairment elderly individuals: An examination of conversion risk [Meeting Abstract]

Bubu, O M; Umasabor-Bubu, O Q; Andrade, A; Chung, A; Parekh, A; Kam, K; Mukhtar, F; Seixas, A; Varga, A; Rapoport, D; Ayappa, I; Forester, T; Jean-Louis, G; Osorio, R S
Introduction: We determined whether Obstructive Sleep Apnea (OSA) and beta-Amyloid Burden (Abeta) act additively or synergistically to promote conversion from cognitive normal (CN) to mild cognitive impairment (MCI) and from MCI to AD.
Method(s): In this longitudinal observational study, we examined CN (n=298) and MCI (n=418) older adults from the ADNI database (adni.loni.usc.edu). OSA was self-reported during a clinical interview. Brain Abeta was assessed using Florbetapir-PET imaging. The primary outcome of the analysis was conversion from CN to MCI (CN participants) and from MCI to AD (MCI participants). Participants were required to have a baseline and at least one follow-up clinical visit that identified their cognitive status. Logistic mixed-effects models with random intercept and slope were used to assess associations between OSA, Abeta, and risk of conversion from CN to MCI, and MCI to AD. All models included age at baseline, sex, APOE4 status, years of education, and their interactions with time.
Result(s): Of the 716 participants, 329 (46%) were women. The overall mean (SD) age was 74.7 (5.0) years, and the overall mean (SD) follow-up time was 5.5 (1.7) years (Range: 2.7 - 10.9 years). In CN participants at baseline, conversion to MCI was associated with both OSA (beta = 0.418; 95% CI, 0.133 to 0.703; P < .001) and higher Abeta-burden (beta = 0.554; 95% CI, 0.215 to 0.892; P < .001). The interaction of OSA and Abeta burden with time was significant (beta = 1.169, 95% CI, 0.776 to 1.562; P < .001), suggesting a synergistic effect. In MCI participants at baseline, conversion to AD was associated with both OSA (beta = 0.637; 95% CI, 0.291 to 0.982; P < .001) and higher Abeta-burden (beta = 1.061; 95% CI, 0.625 to 1.497; P < .001). The interaction of OSA and Abeta burden with time was significant (beta = 1.312, 95% CI, 0.952 to 1.671; P < .001), suggesting a synergistic effect.
Conclusion(s): In both CN and MCI elderly, Abeta modified the risk of progression to AD in OSA participants. OSA patients maybe more physiologically susceptible as Abeta load becomes increasingly abnormal
EMBASE:627913961
ISSN: 1550-9109
CID: 3926022

Interactive associations of obstructive sleep apnea and hypertension with longitudinal changes in beta-amyloid burden and cognitive decline in clinically normal elderly individuals [Meeting Abstract]

Bubu, O M; Andrade, A; Parekh, A; Kam, K; Mukhtar, F; Donley, T; Seixas, A A; Varga, A; Ayappa, I; Rapoport, D; Forester, T; Jean-Louis, G; Osorio, R S
Introduction: We determined whether the co-occurrence of OSA and hypertension interact synergistically to promote beta-Amyloid burden and cognitive decline in clinically normal older adults Methods: Prospective longitudinal study utilizing NYU cohort of community-dwelling cognitively-normal elderly, with baseline and at least one follow-up of CSF-Abeta42 (measured using ELISA), and neuropsychological visits. OSA was defined using AHI4%. Hypertension diagnosis was according to AHA-guidelines. Cognitive variables assessed included Logic-2, Animal-Fluency [AF], Vegetable-Fluency [VF]), Boston-Naming-Test [BNT], Digit-Symbol-Substitution-Test [DSST], Trails Making Test-A and B [TMT-A and B]). Linear mixed-effects models with random intercept and slope were used to assess associations between OSA, hypertension, and longitudinal changes in CSF-Abeta and cognition, controlling for age-at-baseline, sex, APOE4-status, years-of-education, and their interactions with time.
Result(s): Of the 98 participants, 63 (64.3%) were women. The mean (SD) age was 69.6 (7.3) years and follow-up time was 2.46 (0.64) years. OSA and hypertension were each associated with faster rate-of-change in CSF-Abeta42 (beta = -3.11; 95%CI, -3.71, -2.51; and beta= -2.82, 95% CI -3.29, -2.35, P < .01 for both respectively). The interaction of OSA and hypertension with time was significant (beta= -1.28, 95% CI -1.78 to -0.78, P < .01) suggesting a synergistic effect. No significant associations were seen between annual-changes in CSF-Abeta42 and cognitive-decline. However, faster decline in VF, and DSST were associated with OSA (beta = -0.054; 95%CI, -0.094, -0.013; P = .02; beta = -0.058; 95%CI, -0.084, -0.033; P < .05 for both respectively), and with hypertension (beta = -0.048; 95%CI, -0.079, -0.017; P = .04; beta = -0.078; 95%CI, -0.098, -0.057; P = .002; respectively). The interaction of OSA and hypertension with time was significant for both VF and DSST (beta = -0.033, 95%CI, -0.048, -0.018; P < .001 and beta = -0.040, 95%CI, -0.064, -0.016; P < .001, respectively), suggesting a synergistic effect.
Conclusion(s): In cognitive-normal elderly OSA individuals, vascular risk may complement AD-biomarkers in assessing risk of prospective cognitive-decline in preclinical AD
EMBASE:627852102
ISSN: 1550-9109
CID: 3926462

Examining sleeping medication and insomnia symptoms by cognitive impairment among older Americans in the U.S. using the national health and aging trends study [Meeting Abstract]

Robbins, R; DiClemente, R J; Troxel, A; Rapoport, D; Zizi, F; Trinh-Shevrin, C T; Osorio, R; Jean-Louis, G
Introduction: Using the National Health and Aging Trends Study (NHATS), we examined use of sleeping medication, difficulty falling asleep, and trouble falling back asleep among individuals with and without cognitive impairment.
Method(s): Binomial logistic regression examined sleep medication use and insomnia symptoms (difficulty falling asleep or falling back asleep after awakening) by cognitive impairment (no dementia and possible or probable dementia). Sleep-related variables were collected on frequency scales ranging from 1 (every day) to 5 (never). Of the sample, 71.1% were White (n=3,369), 20.7% were Black (n=982), 5.0% were Hispanic (n=235), and 2.4% other (n=113); 60.4% were female (n=2,662) and 39.6% were male (n=1,875).
Result(s): Respondents were classified as having no dementia (63.7%), possible dementia (8.5%), or probable dementia (12.9%). Of the sample, 10.7% reported medication use every night, 2.5% 5-6 nights/week, 5.7% 2-4 nights/week, 6.6% once/week and 59.4% reported no use. Of the respondents, 8.3% reported difficulty sleeping every night, 8.0% reported 5-6 nights/week, 21.4% reported 2-4 nights/week, 22.9% reported rarely, and 23.5% reported never experiencing difficulty sleeping. Regarding difficulty falling back asleep, 4.9% reported difficulty every night, 7.4% reported 5-6 nights/week, 26.0% reported 2-4 nights/week, 20.4% reported rarely, and 24.3% reported never. Compared to individuals who reported never using sleep medications, those reporting nightly use were significantly more likely to be cognitively impaired (OR=1.44,95%CI: 1.14-1.82). Compared to individuals reporting never having difficulty falling asleep, those reporting difficulty falling asleep nightly were not more likely to have cognitive impairment (OR=0.74 95%CI: 0.67 to 1.19). Compared to individuals reporting never having difficulty falling back asleep after awakening, those frequently reporting difficulty falling back asleep were less likely to be cognitively impaired (OR=0.44,95%CI:0.22 to 0.64).
Conclusion(s): Cognitive impairment was positively associated with sleep medication use in adjusted models, but not with trouble falling asleep or difficulty falling back asleep after awakening. Our findings are consistent with the literature on deleterious consequences of sleep medications
EMBASE:627851991
ISSN: 1550-9109
CID: 3925322

Slow wave activity surrounding stage N2 K-complexes and daytime function measured by psychomotor vigilance test in obstructive sleep apnea

Parekh, Ankit; Mullins, Anna E; Kam, Korey; Varga, Andrew W; Rapoport, David M; Ayappa, Indu
Study Objective/UNASSIGNED:To better understand the inter-individual differences in neurobehavioral impairment in obstructive sleep apnea (OSA) and its treatment with continuous positive airway pressure (CPAP), we examined how changes in sleep electroencephalography (EEG) slow waves were associated with next-day psychomotor vigilance test (PVT) lapses. Methods/UNASSIGNED:Data from 28 OSA subjects (AHI3A>15/hr.; AHI3A=sum of all apneas and hypopneas with 3% O2 desaturation and/or an EEG arousal, divided by total sleep time [TST]) who underwent three full in-lab nocturnal polysomnographies (NPSGs: chronic OSA, CPAP-treated OSA, and acute OSA), and 19 healthy-sleepers were assessed. Four 20-min PVT's were performed after each NPSG along with subjective and objective assessment of sleepiness. Three EEG metrics were calculated: K-complex (KC) density (#/min of N2 sleep), change in slow wave activity in 1-second envelopes surrounding KC's (ΔSWAK), and relative frontal slow wave activity during NREM (%SWA). Results/UNASSIGNED:CPAP treatment of OSA resulted in a decrease in KC density (chronic: [3.9 ± 2.2] vs. treated: [2.7 ± 1.1]; p < 0.01; mean ± SD) and an increase in ΔSWAK (chronic: [2.6 ± 2.3] vs. treated: [4.1 ± 2.4]; p < 0.01) and %SWA (chronic: [20.9 ± 8.8] vs. treated: [26.6 ± 8.6]; p < 0.001). Cross-sectionally, lower ΔSWAK values were associated with higher PVT Lapses (chronic: rho = -0.55, p < 0.01; acute: rho = -0.46, p = 0.03). Longitudinally, improvement in PVT Lapses with CPAP was associated with an increase in SWAK (chronic-to-treated: rho = -0.48, p = 0.02; acute-to-treated: rho = -0.5, p = 0.03). In contrast, OSA severity or global sleep quality metrics such as arousal index, non-REM, REM or TST were inconsistently associated with PVT Lapses. Conclusion/UNASSIGNED:Changes in EEG slow waves, in particular ∆SWAK, explain inter-individual differences in PVT performance better than conventional NPSG metrics, suggesting that ΔSWAK is a night-time correlate of next-day vigilance in OSA.
PMID: 30561750
ISSN: 1550-9109
CID: 3564412

Sleep oscillation-specific associations with Alzheimer's disease CSF biomarkers: novel roles for sleep spindles and tau

Kam, Korey; Parekh, Ankit; Sharma, Ram A; Andrade, Andreia; Lewin, Monica; Castillo, Bresne; Bubu, Omonigho M; Chua, Nicholas J; Miller, Margo D; Mullins, Anna E; Glodzik, Lidia; Mosconi, Lisa; Gosselin, Nadia; Prathamesh, Kulkarni; Chen, Zhe; Blennow, Kaj; Zetterberg, Henrik; Bagchi, Nisha; Cavedoni, Bianca; Rapoport, David M; Ayappa, Indu; de Leon, Mony J; Petkova, Eva; Varga, Andrew W; Osorio, Ricardo S
BACKGROUND:, P-tau, and T-tau with sleep spindle density and other biophysical properties of sleep spindles in a sample of cognitively normal elderly individuals. METHODS:, P-tau and T-tau. Seven days of actigraphy were collected to assess habitual total sleep time. RESULTS:, P-tau and T-tau. From the three, CSF T-tau was the most significantly associated with spindle density, after adjusting for age, sex and ApoE4. Spindle duration, count and fast spindle density were also negatively correlated with T-tau levels. Sleep duration and other measures of sleep quality were not correlated with spindle characteristics and did not modify the associations between sleep spindle characteristics and the CSF biomarkers of AD. CONCLUSIONS:Reduced spindles during N2 sleep may represent an early dysfunction related to tau, possibly reflecting axonal damage or altered neuronal tau secretion, rendering it a potentially novel biomarker for early neuronal dysfunction. Given their putative role in memory consolidation and neuroplasticity, sleep spindles may represent a mechanism by which tau impairs memory consolidation, as well as a possible target for therapeutic interventions in cognitive decline.
PMID: 30791922
ISSN: 1750-1326
CID: 3686652

Chronic Rhinosinusitis Is an Independent Risk Factor for OSA in World Trade Center Responders

Sunderram, Jag; Weintraub, Michael; Black, Kathleen; Alimokhtari, Shahnaz; Twumasi, Akosua; Sanders, Haley; Udasin, Iris; Harrison, Denise; Chitkara, Nishay; de la Hoz, Rafael E; Lu, Shou-En; Rapoport, David M; Ayappa, Indu
BACKGROUND:Many respiratory conditions have been attributed to toxic dust and fume exposure in World Trade Center (WTC) rescue and recovery workers, who frequently report symptoms of OSA. We examined the prevalence of new-onset OSA and tested if the prevalence and severity of OSA are related to the presence of chronic rhinosinusitis (CRS). METHODS:) enrolled in the WTC Health Program, excluding those with significant pre-September 11, 2001, snoring or prior CRS, underwent two nights of home sleep testing. OSA was defined as Apnea Hypopnea Index 4% ≥ 5 events/h or respiratory disturbance index of ≥ 15 events/h. CRS was assessed using nasal symptom questionnaires. RESULTS:The prevalence of OSA was 75% (25% no OSA, 46% mild OSA, 19% moderate OSA, and 10% severe OSA), and the prevalence of CRS was 43.5%. Compared with no CRS, new and worsening CRS was a significant risk factor for OSA with an OR of 1.80 (95% CI, 1.18-2.73; P = .006) unadjusted and 1.76 (95% CI, 1.08-2.88; P = .02) after adjustment for age, BMI, sex, gastroesophageal reflux disorder, and alcohol use. CONCLUSIONS:The high prevalence of OSA in WTC responders was not explained fully by obesity and sex. Possible mechanisms for the elevated risk of OSA in subjects with CRS include increased upper airway inflammation and/or elevated nasal/upper airway resistance, but these need confirmation.
PMID: 30739642
ISSN: 1931-3543
CID: 3655972

Severe Obstructive Sleep Apnea is Associated with Alterations in the Nasal Microbiome and Increase in Inflammation

Wu, Benjamin G; Sulaiman, Imran; Wang, Jing; Shen, Nan; Clemente, Jose C; Li, Yonghua; Laumbach, Robert J; Lu, Shou-En; Udasin, Iris; Le-Hoang, Oanh; Perez, Alan; Alimokhtari, Shahnaz; Black, Kathleen; Plietz, Michael; Twumasi, Akosua; Sanders, Haley; Melacha, Patrick; Kapoor, Bianca; Scaglione, Benjamin D; Wang, Anbang; Blazoski, Cameron; Weiden, Michael D; Rapoport, David M; Harrison, Denise; Chitkara, Nishay; Vicente, Eugenio; Marin, José M; Sunderram, Jag; Ayappa, Indu; Segal, Leopoldo N
RATIONALE/BACKGROUND:Obstructive Sleep Apnea (OSA) is associated with recurrent obstruction, sub-epithelial edema, and airway inflammation. The resultant inflammation may influence or be influenced by the nasal microbiome. OBJECTIVES/OBJECTIVE:To evaluate whether the composition of the nasal microbiota is associated with obstructive sleep apnea and inflammatory biomarkers. METHODS:Two large cohorts were utilized: 1) a discovery cohort of 472 subjects from the WTCSNORE cohort; and 2) a validation cohort of 93 subjects from the Zaragoza Sleep cohort. Sleep apnea was diagnosed using home sleep tests. Nasal lavages were obtained from cohort subjects to measure: 1) microbiome composition (based on 16S rRNA gene sequencing); 2) biomarkers for inflammation (inflammatory cells, IL-8, and IL-6). Longitudinal 3 months samples were obtained in the validation cohort including post-CPAP treatment when indicated. RESULTS:In both cohorts, we identified that: 1) severity of OSA correlated with differences in microbiome diversity and composition; 2) the nasal microbiome of subjects with severe OSA were enriched with Streptococcus, Prevotella, and Veillonella; 3) the nasal microbiome differences were associated with inflammatory biomarkers. Network analysis identified clusters of co-occurring microbes that defined communities. Several common oral commensals (e.g., Streptococcus, Rothia, Veillonella, and Fusobacterium) correlated with apnea-hypopnea index. Three months of treatment with CPAP did not change the composition of the nasal microbiota. CONCLUSIONS:We demonstrate that the presence of an altered microbiome in severe OSA is associated with inflammatory markers. Further experimental approaches to explore causal links are needed.
PMID: 29969291
ISSN: 1535-4970
CID: 3186082