ArticleJournal of diabetes research2020
A Novel Risk Score for Type 2 Diabetes Containing Sleep Duration: A 7-Year Prospective Cohort Study among Chinese Participants.
Article in Journal of diabetes research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 2 of them syntheses that pooled it.
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Who cites it
10 citing papers in PubMed, 2 syntheses or guidelines pooled it, 13 citations in OpenAlex.
- Sleep features and the risk of type 2 diabetes mellitus: a systematic review and meta-analysis.Annals of medicine · 2025Pooled it
- Risk prediction models for incident type 2 diabetes in Chinese people with intermediate hyperglycemia: a systematic literature review and external validation study.Cardiovascular diabetology · 2022Pooled it
- Unraveling the associations and causalities between glucose metabolism and multiple sleep traits.Frontiers in endocrinology · 2023Article
- Association of sleep duration with risk of type 2 diabetes mellitus in a rural Chinese population: a nested case-control study.Sleep & breathing = Schlaf & Atmung · 2022Article
- Establishment and validation of a nomogram that predicts the risk of type 2 diabetes in obese patients with non-alcoholic fatty liver disease: a longitudinal observational study.American journal of translational research · 2022Article
- Association between nocturnal sleep duration and the risk of hyperuricemia among Chinese government employees: A cross-sectional study.Frontiers in public health · 2022Article
- Sleep duration and type 2 diabetes risk: A prospective study in a population-based Mexican American cohort.Sleep health · 2021Article
- Derivation and Validation of a Prediction Model for Predicting the 5-Year Incidence of Type 2 Diabetes in Non-Obese Adults: A Population-Based Cohort Study.Diabetes, metabolic syndrome and obesity : targets and therapy · 2021Article
- Association between self-reported snoring and hypertension among Chinese Han population aged 30-79 in Chongqing, China.Environmental health and preventive medicine · 2020Article
- The Impact of BMI Categories on Metabolic Abnormality Development in Chinese Adults Who are Metabolically Healthy: A 7-Year Prospective Study.Diabetes, metabolic syndrome and obesity : targets and therapy · 2020Article
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Authors and funding
10 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSleep duration is associated with type 2 diabetes (T2D). However, few T2D risk scores include sleep duration. We aimed to develop T2D scores containing sleep duration and to estimate the additive value of sleep duration.
methodsWe used data from 43,404 adults without T2D in the Beijing Health Management Cohort study. The participants were surveyed approximately every 2 years from 2007/2008 to 2014/2015. Sleep duration was calculated from the self-reported usual time of going to bed and waking up at baseline. Logistic regression was employed to construct the risk scores. Integrated discrimination improvement (IDI) and net reclassification improvement (NRI) were used to estimate the additional value of sleep duration.
resultsAfter a median follow-up of 6.8 years, we recorded 2623 (6.04%) new cases of T2D. Shorter (both 6-8 h/night and <6 h/night) sleep durations were associated with an increased risk of T2D (odds ratio (OR) = 1.43, 95% confidence interval (CI) = 1.30-1.59; OR = 1.98, 95%CI = 1.63-2.41, respectively) compared with a sleep duration of >8 h/night in the adjusted model. Seven variables, including age, education, waist-hip ratio, body mass index, parental history of diabetes, fasting plasma glucose, and sleep duration, were selected to form the comprehensive score; the
conclusionsThe performance of T2D risk scores developed in the study could be improved by containing the shorter estimated sleep duration, particularly in women and individuals older than 50.
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