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Updated: Nov 3, 2025

Collecting Sleep, Circadian, Fatigue, and Performance Data in Complex Operational Environments
Published on: August 8, 2019
Improved sleep efficiency is associated with reduced cardio-metabolic risk: Findings from the MODERN trial
Stephanie R Yiallourou1, Melinda J Carrington1
1Pre-Clinical Disease and Prevention, Baker Heart and Diabetes Institute, Melbourne, Vic, Australia.
Abstract:
Poor sleep increases cardio-metabolic risk, but limited information on the impact of sleep for the improvement of cardio-metabolic health exists. This analysis examined the impact of sleep on a health and lifestyle modification programme to reduce cardio-metabolic disease risk factors. Secondary analysis of the MODERN randomised controlled trial to reduce cardio-metabolic risk was undertaken at baseline and 24-month follow-up. Participants aged 40-70 years (n = 121) with three or more cardio-metabolic risk factors were randomised to a health and lifestyle modification intervention (n = 59) or usual care (n = 62), and underwent 7 day/night actigraphy to assess total sleep time, sleep efficiency (%), number of awakenings/night and physical activity levels. Blood pressure, blood lipid and glycaemic levels, anthropometric and diet measures were collected. The mean age was 59 ± 7 years and 37% were male. Baseline sleep measures were not different between groups. At the 24-month follow-up, both groups showed improvements in cardio-metabolic risk factors, albeit the change in blood pressure was greater in the intervention compared with the usual care group (systolic blood pressure: -11 versus -4 mmHg, p = .014). There were no differences between groups for diet, physical activity or sleep parameters. An increase in sleep efficiency was independently associated with lower systolic blood pressure (β = -2.117, p = .002) and higher high-density lipoprotein levels (β = 0.040, p = .033); an increase in total sleep time was associated with lower low-density lipoprotein levels (β = -0.003, p = .038) at 24 months. Overall, improvement in sleep quality over time was beneficial to reduce blood pressure and lipid levels. These findings highlight sleep as a potential target to reduce cardio-metabolic risk.
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