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加速度计测量的入睡时间与心血管疾病发病率:一项英国生物银行队列研究。

Accelerometer-derived sleep onset timing and cardiovascular disease incidence: a UK Biobank cohort study.

作者信息

Nikbakhtian Shahram, Reed Angus B, Obika Bernard Dillon, Morelli Davide, Cunningham Adam C, Aral Mert, Plans David

机构信息

Huma Therapeutics, 13-14th Floor, Millbank Tower, 21-24 Millbank, London SW1P 4QP, UK.

Barking, Haveridge and Redbridge University Hospitals NHS Trust, London, UK.

出版信息

Eur Heart J Digit Health. 2021 Nov 9;2(4):658-666. doi: 10.1093/ehjdh/ztab088. eCollection 2021 Dec.

Abstract

AIMS

Growing evidence suggests that poor sleep health is associated with cardiovascular risk. However, research in this area often relies upon recollection dependent questionnaires or diaries. Accelerometers provide an alternative tool for measuring sleep parameters objectively. This study examines the association between wrist-worn accelerometer-derived sleep onset timing and cardiovascular disease (CVD).

METHODS AND RESULTS

We derived sleep onset and waking up time from accelerometer data collected from 103 712 UK Biobank participants over a period of 7 days. From this, we examined the association between sleep onset timing and CVD incidence using a series of Cox proportional hazards models. A total of 3172 cases of CVD were reported during a mean follow-up period of 5.7 (±0.49) years. An age- and sex-controlled base analysis found that sleep onset time of 10:00 p.m.-10:59 p.m. was associated with the lowest CVD incidence. An additional model, controlling for sleep duration, sleep irregularity, and established CVD risk factors, did not attenuate this association, producing hazard ratios of 1.24 (95% confidence interval, 1.10-1.39;  < 0.005), 1.12 (1.01-1.25;   0.04), and 1.25 (1.02-1.52;   0.03) for sleep onset <10:00 p.m., 11:00 p.m.-11:59 p.m., and ≥12:00 a.m., respectively, compared to 10:00 p.m.-10:59 p.m. Importantly, sensitivity analyses revealed this association with increased CVD risk was stronger in females, with only sleep onset <10:00 p.m. significant for males.

CONCLUSIONS

Our findings suggest the possibility of a relationship between sleep onset timing and risk of developing CVD, particularly for women. We also demonstrate the potential utility of collecting information about sleep parameters via accelerometry-capable wearable devices, which may serve as novel cardiovascular risk indicators.

摘要

目的

越来越多的证据表明,睡眠健康状况不佳与心血管疾病风险相关。然而,该领域的研究通常依赖于依赖回忆的问卷或日记。加速度计为客观测量睡眠参数提供了一种替代工具。本研究探讨了腕部佩戴的加速度计得出的入睡时间与心血管疾病(CVD)之间的关联。

方法与结果

我们从103712名英国生物银行参与者在7天内收集的加速度计数据中得出入睡时间和起床时间。据此,我们使用一系列Cox比例风险模型研究了入睡时间与CVD发病率之间的关联。在平均5.7(±0.49)年的随访期内,共报告了3172例CVD病例。一项年龄和性别控制的基础分析发现,晚上10:00至10:59的入睡时间与最低的CVD发病率相关。在控制了睡眠时间、睡眠规律性和既定的CVD风险因素的另一个模型中,这种关联并未减弱,与晚上10:00至10:59相比,晚上10:00之前入睡、晚上11:00至11:59入睡和晚上12:00及以后入睡的风险比分别为1.24(95%置信区间,1.10 - 1.39;<0.005)、1.12(1.01 - 1.25;0.04)和1.25(1.02 - 1.52;0.03)。重要的是,敏感性分析显示,这种与CVD风险增加的关联在女性中更强,只有晚上10:00之前入睡对男性有显著意义。

结论

我们的研究结果表明,入睡时间与患CVD的风险之间可能存在关联,尤其是对女性而言。我们还证明了通过具备加速度计功能的可穿戴设备收集睡眠参数信息的潜在效用,这些信息可能作为新的心血管疾病风险指标。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/82be/9708010/4a19d7a312a0/ztab088f4.jpg

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