Cardiovascular mortality and transportation noise: a prospective Swiss cohort study

Transportation noise from road, rail and air traffic can be detrimental to health and wellbeing. Previous studies, including our own, have shown death from specific cardiovascular diseases (CVD) to be associated with these exposures. Now, with 15 years of follow-up, integrated address history and noise exposure data for multiple years corresponding to census decades, we conducted an extended analysis of the Swiss National Cohort. Mean exposure in 5-year periods were calculated, and three virtual sub-cohorts were defined (2001-2006, etc.) in addition to the full cohort (2001-2015). Multi-pollutant (Lden_road, Lden_rail, Lden_air), time dependent Cox proportional hazards models were applied to 4.14 million adults and adjusted for potential confounders and PM2.5. During the 15-year follow-up, there were 277,506 CVD and 34,200 myocardial infarction (MI) deaths. In the full cohort, there was an increased risk of death for road traffic (1.029 [1.024−1.034] CVD; 1.043 [1.029−1.058] MI per 10dB), railway (1.013 [1.010−1.017] CVD; 1.020 [1.010−1.030] MI) and aircraft noise (1.040 [1.020−1.060] MI). For road traffic noise, Hazard ratios (HR) were higher in males vs. females and in younger vs. older age groups. HRs were also remarkably consistent with our previous analysis with follow-up until 2008, and were relatively similar across the three virtual sub-cohorts.

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Abstract P353: Survival after Acute Coronary Syndrome in the Community

Circulation ◽

10.1161/circ.127.suppl_12.ap353 ◽

2013 ◽

Vol 127 (suppl_12) ◽

Author(s):

Sheila M McNallan ◽

Yariv Gerber ◽

Susan A Weston ◽

Jill Killian ◽

Shannon M Dunlay ◽

...

Keyword(s):

Acute Coronary Syndrome ◽

Proportional Hazards ◽

Cox Proportional Hazards ◽

Survival Estimate ◽

Risk Of Death ◽

Coronary Syndrome ◽

Kaplan Meier ◽

Increased Risk ◽

Over Time

Background: Contemporary data on survival after incident acute coronary syndrome (ACS), including both myocardial infarction (MI) and unstable angina (UA), are limited. Objective: To describe survival after incident ACS, to determine if it differs by ACS type (MI or UA) and to determine whether it has improved over time. Methods: Olmsted County, MN residents hospitalized between 1/1/2005-12/31/2010 were screened for incident ACS. ACS was defined as either MI validated by standard epidemiological criteria or UA validated by the Braunwald classification. Patients were followed for death from any cause. Cox proportional hazards regression was used to determine whether survival differed by ACS type, while adjusting for year of diagnosis, age, sex and comorbidities. Results: Among 1,160 incident ACS cases (mean±SD age 66.9±14.8, 60% male), 35% were UA and 65% were MI. After a mean (SD) follow up of 3.7 (2.1) years, 274 deaths occurred. The 3-year Kaplan-Meier survival estimate for MI was 79.6% (95% CI: 76.7%-82.6%) and for UA was 84.9% (95% CI: 81.3%-88.6%) (log-rank p=0.011). The association of ACS type with survival differed by age (p=0.056). After adjustment for year of diagnosis, sex and comorbidities, no difference in survival was observed between ACS types among those aged <60 (HR for MI vs. UA: 0.64, 95% 0.29-1.42). By contrast, among patients aged 60-79, those with an MI had 2 times the risk of death compared to those with UA (HR: 2.04, 95% CI: 1.24-3.37). Patients aged 80 or older who had an MI had a 40% increased risk of death compared to patients of the same age who had UA (HR: 1.42, 95% CI: 1.02-1.98). There was no difference in survival over time (HR for 2010 vs. 2005: 0.91, 95% CI: 0.61-1.36). Conclusions: Survival did not differ between UA and MI patients younger than 60, however among patients 60 or older, survival was worse among those with an MI. Survival after ACS did not change over the study period.

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Abstract P009: Risk of Mortality According to Burden of Atrial Fibrillation: Results From a 60-year Cohort Study

Circulation ◽

10.1161/circ.133.suppl_1.p009 ◽

2016 ◽

Vol 133 (suppl_1) ◽

Author(s):

William F McIntyre ◽

Mahmoud Tourabi ◽

Philip D St John ◽

Robert B Tate

Keyword(s):

Atrial Fibrillation ◽

Adverse Events ◽

Sinus Rhythm ◽

Proportional Hazards ◽

Anticoagulation Therapy ◽

Cox Proportional Hazards ◽

Risk Of Death ◽

Increased Risk ◽

All Cause Mortality

Introduction: Atrial Fibrillation (AF) is the most common serious cardiac arrhythmia and is associated with an increased risk of stroke and mortality. These risks can be modified with oral anticoagulation therapy. Clinically, the arrhythmia can be permanent or intermittent. Prior studies that have used time-constant, categorical covariates to examine the relationship between the pattern of AF and the occurrence of adverse events have produced conflicting results. We hypothesized that the amount of time that patients spend in AF, hereinafter termed arrhythmia “burden”, may be important in predicting adverse events. Objective: To examine the effects of the burden of AF on all-cause mortality. Methods: The Manitoba Follow-Up Study is a longitudinal, prospective study of 3983 originally healthy young men (mean age at entry 30 years) who have been followed with routine medical and electrocardiographic examinations since 1948. After 60 years of follow-up to July 1, 2008, AF had been documented on the electrocardiograms of 581 men (15% of the cohort) and 3182 (80%) of the original cohort had died. We created a Cox proportional hazards model with time-dependent covariates to estimate relative risks for mortality according to AF burden. AF status during each follow-up visit was classified as persistent when the patient was in AF on consecutive examinations, transient when the patient reverted to sinus rhythm after being in AF and incident when the patient developed AF after a period in sinus rhythm. Results: Results of the Cox proportional hazards regression model are displayed in the Table. Age, persistent AF and incident AF were all significant variables in the model. Holding all the other variables constant, persistent AF increased the risk of death by two times and incident AF increased the risk of death by 87%. Conclusions: Persistent AF and incident AF are associated with increased all-cause mortality. Estimating AF burden may have implications for risk stratification in patients with AF.

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Long-term transportation noise exposure and incidence of ischaemic heart disease and stroke: a cohort study

Occupational and Environmental Medicine ◽

10.1136/oemed-2018-105333 ◽

2019 ◽

pp. oemed-2018-105333 ◽

Cited By ~ 1

Author(s):

Andrei Pyko ◽

Niklas Andersson ◽

Charlotta Eriksson ◽

Ulf de Faire ◽

Tomas Lind ◽

...

Keyword(s):

Cohort Study ◽

Heart Disease ◽

Ischaemic Heart Disease ◽

Noise Exposure ◽

Road Traffic ◽

Cox Proportional Hazards ◽

Aircraft Noise ◽

Transportation Noise ◽

Increased Risk

BackgroundThere is limited evidence from longitudinal studies on transportation noise from different sources and development of ischaemic heart disease (IHD) and stroke.ObjectivesThis cohort study assessed associations between exposure to noise from road traffic, railway or aircraft and incidence of IHD and stroke.MethodsIn a cohort of 20 012 individuals from Stockholm County, we estimated long-term residential exposure to road traffic, railway and aircraft noise. National Patient and Cause-of-Death Registers were used to identify IHD and stroke events. Information on risk factors was obtained from questionnaires and registers. Adjusted HR for cardiovascular outcomes related to source-specific noise exposure were computed using Cox proportional hazards regression.ResultsNo clear or consistent associations were observed between transportation noise and incidence of IHD or stroke. However, noise exposure from road traffic and aircraft was related to IHD incidence in women, with HR of 1.11 (95% CI 1.00 to 1.22) and 1.25 (95% CI 1.09 to 1.44) per 10 dB Lden, respectively. For both sexes taken together, we observed a particularly high risk of IHD in those exposed to all three transportation noise sources at≥45 dB Lden, with a HR of 1.57 (95% CI 1.06 to 2.32), and a similar tendency for stroke (HR 1.42; 95% CI 0.87 to 2.32).ConclusionNo overall associations were observed between transportation noise exposure and incidence of IHD or stroke. However, there appeared to be an increased risk of IHD in women exposed to road traffic or aircraft noise as well as in those exposed to multiple sources of transportation noise.

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Survival for melanoma patients with pre-existing chronic lymphocytic leukemia.

Journal of Clinical Oncology ◽

10.1200/jco.2012.30.15_suppl.e19057 ◽

2012 ◽

Vol 30 (15_suppl) ◽

pp. e19057-e19057

Author(s):

Eric D. Whitman ◽

Rami Bustami

Keyword(s):

Chronic Lymphocytic Leukemia ◽

Proportional Hazards ◽

Cox Model ◽

Cox Proportional Hazards ◽

Lymphocytic Leukemia ◽

Chi Square ◽

Risk Of Death ◽

Increased Risk ◽

Significant Difference

e19057 Background: Recent successes in melanoma drug development have rekindled interest in immunotherapy for melanoma (MM). Patients (pts) with chronic lymphocytic leukemia (CLL), a malignant expansion of B-lymphocytes, have an impaired immune system and not uncommonly develop secondary MM. We hypothesized that MM pts with pre-existing CLL are more likely to die than MM pts without a second malignancy. Methods: Pts were identified in the updated Surveillance Epidemiology and End Results (SEER) (1973-2008) database with MM only (MEL) or with primary CLL and secondary MM (MELpCLL). Time between diagnosis and death or last follow up and other demographic SEER data were recorded. The Chi-Square Test was used to make unadjusted comparisons between group death rates. A Cox proportional hazards regression model, adjusted for patient characteristics, predicted the risk of death by group. Results: 8,294 SEER pts were included (8,115 in MEL, 179 in MELpCLL). With a median follow-up time of 7 years, 2,454 pts (30%) died. There was a significant difference in mortality rates between the groups: MEL 29% / MELpCLL 71%; p<0.001 by Chi-Square. In the multivariate Cox model (Table), MELpCLL pts were significantly more likely to die than MEL pts (HR = 1.22, 95% CI = 1.02-1.46, p = 0.034). Higher risk of death was also significantly associated with older age and male gender (p<0.001) but not MM location (data not shown). MM data like thickness and ulceration were only available in more recent SEER records, precluding survival analysis. Conclusions: MELpCLL pts had a 22% increased risk of death compared to MEL pts in multivariate analysis, consistent with the hypothesis. [Table: see text]

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Elevated plasma growth and differentiation factor 15 predicts incident anemia in older adults aged 60 years and older

The Journals of Gerontology Series A ◽

10.1093/gerona/glaa324 ◽

2020 ◽

Author(s):

Yuko Yamaguchi ◽

Marta Zampino ◽

Toshiko Tanaka ◽

Stefania Bandinelli ◽

Yusuke Osawa ◽

...

Keyword(s):

Older Adults ◽

Proportional Hazards ◽

Proportional Hazards Model ◽

Cox Proportional Hazards ◽

Cox Proportional Hazards Model ◽

Differentiation Factor ◽

Hazards Model ◽

Increased Risk ◽

The Relationship

Abstract Background Anemia is common in older adults and associated with greater morbidity and mortality. The causes of anemia in older adults have not been completely characterized. Although elevated circulating growth and differentiation factor 15 (GDF-15) has been associated with anemia in older adults, it is not known whether elevated GDF-15 predicts the development of anemia. Methods We examined the relationship between plasma GDF-15 concentrations at baseline in 708 non-anemic adults, aged 60 years and older, with incident anemia during 15 years of follow-up among participants in the Invecchiare in Chianti (InCHIANTI) Study. Results During follow-up, 179 (25.3%) participants developed anemia. The proportion of participants who developed anemia from the lowest to highest quartile of plasma GDF-15 was 12.9%, 20.1%, 21.2%, and 45.8%, respectively. Adults in the highest quartile of plasma GDF-15 had an increased risk of developing anemia (Hazards Ratio 1.15, 95% Confidence Interval 1.09, 1.21, P<.0001) compared to those in the lower three quartiles in a multivariable Cox proportional hazards model adjusting for age, sex, serum iron, soluble transferrin receptor, ferritin, vitamin B12, congestive heart failure, diabetes mellitus, and cancer. Conclusions Circulating GDF-15 is an independent predictor for the development of anemia in older adults.

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Sex-Specific Associations between Blood Pressure and Risk of Atrial Fibrillation Subtypes in the Tromsø Study

Journal of Clinical Medicine ◽

10.3390/jcm10071514 ◽

2021 ◽

Vol 10 (7) ◽

pp. 1514

Author(s):

Hilde Espnes ◽

Jocasta Ball ◽

Maja-Lisa Løchen ◽

Tom Wilsgaard ◽

Inger Njølstad ◽

...

Keyword(s):

Atrial Fibrillation ◽

Blood Pressure ◽

Proportional Hazards ◽

Cox Proportional Hazards ◽

Pressure Management ◽

Reference Models ◽

Proportional Hazards Regression ◽

Hazard Ratios ◽

Increased Risk

The aim of this study was to explore sex-specific associations between systolic blood pressure (SBP), hypertension, and the risk of incident atrial fibrillation (AF) subtypes, including paroxysmal, persistent, and permanent AF, in a general population. A total of 13,137 women and 11,667 men who participated in the fourth survey of the Tromsø Study (1994–1995) were followed up for incident AF until the end of 2016. Cox proportional hazards regression analysis was conducted using fractional polynomials for SBP to provide sex- and AF-subtype-specific hazard ratios (HRs) for SBP. An SBP of 120 mmHg was used as the reference. Models were adjusted for other cardiovascular risk factors. Over a mean follow-up of 17.6 ± 6.6 years, incident AF occurred in 914 (7.0%) women (501 with paroxysmal/persistent AF and 413 with permanent AF) and 1104 (9.5%) men (606 with paroxysmal/persistent AF and 498 with permanent AF). In women, an SBP of 180 mmHg was associated with an HR of 2.10 (95% confidence interval [CI] 1.60–2.76) for paroxysmal/persistent AF and an HR of 1.80 (95% CI 1.33–2.44) for permanent AF. In men, an SBP of 180 mmHg was associated with an HR of 1.90 (95% CI 1.46–2.46) for paroxysmal/persistent AF, while there was no association with the risk of permanent AF. In conclusion, increasing SBP was associated with an increased risk of both paroxysmal/persistent AF and permanent AF in women, but only paroxysmal/persistent AF in men. Our findings highlight the importance of sex-specific risk stratification and optimizing blood pressure management for the prevention of AF subtypes in clinical practice.

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Association of oral contraceptives and tubal ligation with risk of early natural menopause

Human Reproduction ◽

10.1093/humrep/deab054 ◽

2021 ◽

Author(s):

C R Langton ◽

B W Whitcomb ◽

A C Purdue-Smithe ◽

L L Sievert ◽

S E Hankinson ◽

...

Keyword(s):

Oral Contraceptives ◽

Proportional Hazards ◽

Reproductive Factors ◽

Cox Proportional Hazards ◽

Tubal Ligation ◽

Health Study ◽

Early Menopause ◽

Natural Menopause ◽

Increased Risk

Abstract STUDY QUESTION What is the association of oral contraceptives (OCs) and tubal ligation (TL) with early natural menopause? SUMMARY ANSWER We did not observe an association of OC use with risk of early natural menopause; however, TL was associated with a modestly higher risk. WHAT IS KNOWN ALREADY OCs manipulate hormone levels, prevent ovulation, and may modify the rate of follicular atresia, while TL may disrupt the blood supply to the ovaries. These mechanisms may be associated with risk of early menopause, a condition associated with increased risk of cardiovascular disease and other adverse health outcomes. STUDY DESIGN, SIZE, DURATION We examined the association of OC use and TL with natural menopause before the age of 45 years in a population-based study within the prospective Nurses’ Health Study II (NHSII) cohort. Participants were followed from 1989 to 2017 and response rates were 85-90% for each cycle. PARTICIPANTS/MATERIALS, SETTING, METHODS Participants included 106 633 NHSII members who were premenopausal and aged 25-42 years at baseline. Use, duration and type of OC, and TL were measured at baseline and every 2 years. Menopause status and age were assessed every 2 years. Follow-up continued until early menopause, age 45 years, hysterectomy, oophorectomy, death, cancer diagnosis, or loss to follow-up. We used Cox proportional hazards models to estimate hazard ratios (HRs) and 95% CIs adjusted for lifestyle, dietary, and reproductive factors. MAIN RESULTS AND THE ROLE OF CHANCE Over 1.6 million person-years, 2579 members of the analytic cohort experienced early natural menopause. In multivariable models, the duration, timing, and type of OC use were not associated with risk of early menopause. For example, compared with women who never used OCs, those reporting 120+ months of OC use had an HR for early menopause of 1.01 (95% CI, 0.87-1.17; P for trend=0.71). TL was associated with increased risk of early menopause (HR = 1.17, 95% CI, 1.06-1.28). LIMITATIONS, REASONS FOR CAUTION Our study population is homogenous with respect to race and ethnicity. Additional evaluation of these relations in more diverse populations is important. WIDER IMPLICATIONS OF THE FINDINGS To our knowledge, this is the largest study examining the association of OC use and TL with early natural menopause to date. While TL was associated with a modest higher risk of early menopause, our findings do not support any material hazard or benefit for the use of OCs. STUDY FUNDING/COMPETING INTEREST(S) The study was sponsored by UO1CA176726 and R01HD078517 from the National Institutes of Health and Department of Health and Human Services. The work was supported by the Intramural Research Program of the Eunice Kennedy Shriver National Institute of Child Health and Human Development. The authors have no competing interests to report. TRIAL REGISTRATION NUMBER N/A

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Abstract P169: Health Literacy and Outcomes in Heart Failure: a Prospective Community Study

Circulation ◽

10.1161/circ.135.suppl_1.p169 ◽

2017 ◽

Vol 135 (suppl_1) ◽

Author(s):

Matteo Fabbri ◽

Kathleen Yost ◽

Lila Finney Rutten ◽

Sheila Manemann ◽

Susan Weston ◽

...

Keyword(s):

Heart Failure ◽

Health Literacy ◽

Proportional Hazards ◽

International Classification Of Diseases ◽

Cox Proportional Hazards ◽

Low Literacy ◽

Adequate Health Literacy ◽

Low Health Literacy ◽

Increased Risk

Background: Growing evidence documents the association between low health literacy and poorer health outcomes. However, less is known about the relationship between health literacy and outcomes among patients with heart failure (HF). We examined the association of health literacy with risk of hospitalization and mortality in patients with HF. Methods: Residents in an 11-county region in southeastern Minnesota with incident HF from 1/01/2013 to 3/31/2015 were identified using the International Classification of Diseases, Ninth Revision code 428 (n=3715) and prospectively surveyed to measure health literacy using established screening questions. A total of 1992 patients returned a survey (response rate 54%); 1779 patients with complete clinical data and adequate follow up were retained for analysis. Health literacy, measured as a composite on three 5-point scales, was categorized as adequate (≤ 10) or low (> 10). Cox proportional hazards regression and Andersen-Gill models were used to determine the association of health literacy with mortality and hospitalization. Results: Among 1779 patients (mean age 74, 53% male), 10% had low health literacy. After a mean follow-up of 8±4 months, 72 deaths and 600 hospitalizations occurred. Low health literacy was associated with increased mortality and hospitalizations (Figure). After adjusting for age, sex, comorbidity, education and marital status, the hazard ratio for death and hospitalization in patients with low health literacy was 2.84 (95% CI: 1.63, 4.96) and 1.43 (95% CI: 1.04, 1.96) respectively, compared to patients with adequate health literacy. Conclusions: Low health literacy is associated with increased risk of hospitalization and death among patients with HF. Health literacy is critical to the self-management demands of living with heart failure. Evaluation of health literacy in the clinical setting may guide inventions to target patients with low literacy.

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Accelerated aging and mortality in long-term survivors of childhood cancer: A report from the St. Jude Lifetime Cohort (SJLIFE).

Journal of Clinical Oncology ◽

10.1200/jco.2021.39.15_suppl.10045 ◽

2021 ◽

Vol 39 (15_suppl) ◽

pp. 10045-10045

Author(s):

AnnaLynn M. Williams ◽

Jeanne S. Mandelblatt ◽

Mingjuan Wang ◽

Kirsten K. Ness ◽

Gregory T. Armstrong ◽

...

Keyword(s):

Childhood Cancer ◽

Proportional Hazards ◽

Accelerated Aging ◽

Cox Proportional Hazards ◽

Premature Aging ◽

Self Report ◽

Deficit Accumulation ◽

Risk Of Death ◽

Increased Risk ◽

Survivors Of Childhood Cancer

10045 Background: Survivors of childhood cancer have functional limitations and health-related morbidity consistent with an accelerated aging phenotype. We characterized aging using a Deficit Accumulation Index (DAI) which examines the accumulation of multiple aging-related deficits readily available from medical records and self-report. DAI’s are used as surrogates of biologic aging and are validated to predict mortality in adult cancer patients. Methods: We included childhood cancer survivors (N = 3,758, mean age 30 [SD 8], 22 [9] years post diagnosis, 52% male) and community controls (N = 575, mean age 34 [10] 44% male) who completed clinical assessments and questionnaires and who were followed for mortality through December 31st, 2018 (mean follow-up 6.1 [3.1] years). Using the initial SJLIFE clinical assessment, a DAI score was generated as the proportion of deficits out of 44 items related to aging, including chronic conditions (e.g. hearing loss, hypertension), psychosocial and physical function, and activities of daily living. The total score ranged 0 to 1; scores > 0.20 are robust, while moderate and large clinically meaningful differences are 0.02 and 0.06, respectively. Linear regression compared the DAI in survivors and controls with an age*survivor/control interaction and examined treatment associations in survivors. Cox-proportional hazards models estimated risk of death associated with DAI. All models were adjusted for age, sex, and race. Results: Mean [SD] of DAI was 0.17 [0.11] for survivors and 0.10 [0.08] for controls. 32% of survivors had a DAI above the 90th percentile of the control distribution (p < 0.001). After adjustment for covariates, survivors had a statistically and clinically meaningfully higher DAI score than controls (β = 0.072 95%CI 0.062, 0.081; p < 0.001). When plotted against age, the adjusted DAI at the average age of survivors (30 years) was 0.166 (95% CI 0.160,0.171), which corresponded to 60 years of age in controls, suggesting premature aging of 30 years. The mean difference in DAI between survivors and controls increased with age from 0.06 (95% CI 0.04, 0.07) at age 20 to 0.11 (95% CI 0.08, 0.13) at age 60, consistent with an accelerated aging phenotype (p = 0.014). Cranial radiation, abdominal radiation, cyclophosphamide, platinum agents, neurosurgery, and amputation were each associated with a higher DAI (all p≤0.001). Among survivors, a 0.06 increase in DAI was associated with a 41% increased risk of all-cause mortality (HR 1.41 95%CI 1.32, 1.50; p < 0.001). Conclusions: Survivors of childhood cancer experience significant age acceleration that is associated with an increased risk of mortality; longitudinal analyses are underway to validate these findings. Given the ease of estimating a DAI, this may be a feasible method to quickly identify survivors for novel and tailored interventions that can improve health and prevent premature mortality.

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Association of poor sleep burden in middle age and older adults with risk for delirium during hospitalization

The Journals of Gerontology Series A ◽

10.1093/gerona/glab272 ◽

2021 ◽

Author(s):

Ma Cherrysse Ulsa ◽

Xi Zheng ◽

Peng Li ◽

Arlen Gaba ◽

Patricia M Wong ◽

...

Keyword(s):

Sleep Disturbances ◽

Proportional Hazards ◽

Time Lag ◽

Cox Proportional Hazards ◽

Poor Sleep ◽

Cardiovascular Risks ◽

Cox Proportional Hazards Models ◽

Increased Risk ◽

The Uk

Abstract Background Delirium is a distressing neurocognitive disorder recently linked to sleep disturbances. However, the longitudinal relationship between sleep and delirium remains unclear. This study assessed the associations of poor sleep burden, and its trajectory, with delirium risk during hospitalization. Methods 321,818 participants from the UK Biobank (mean age 58±8y[SD]; range 37-74y) reported (2006-2010) sleep traits (sleep duration, excessive daytime sleepiness, insomnia-type complaints, napping, and chronotype–a closely-related circadian measure for sleep timing), aggregated into a sleep burden score (0-9). New-onset delirium (n=4,775) was obtained from hospitalization records during 12y median follow-up. 42,291 (mean age 64±8; range 44-83y) had repeat sleep assessment on average 8y after their first. Results In the baseline cohort, Cox proportional hazards models showed that moderate (aggregate scores=4-5) and severe (scores=6-9) poor sleep burden groups were 18% (hazard ratio 1.18 [95% confidence interval 1.08-1.28], p<0.001) and 57% (1.57 [1.38-1.80], p<0.001), more likely to develop delirium respectively. The latter risk magnitude is equivalent to two additional cardiovascular risks. These findings appeared robust when restricted to postoperative delirium and after exclusion of underlying dementia. Higher sleep burden was also associated with delirium in the follow-up cohort. Worsening sleep burden (score increase ≥2 vs. no change) further increased the risk for delirium (1.79 [1.23-2.62], p=0.002) independent of their baseline sleep score and time-lag. The risk was highest in those under 65y at baseline (p for interaction <0.001). Conclusion Poor sleep burden and worsening trajectory were associated with increased risk for delirium; promotion of sleep health may be important for those at higher risk.

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