Effects of Habitual Sleep on Glucose Regulation in Individuals at Risk for Type 2 Diabetes. (29th May 2020)
- Record Type:
- Journal Article
- Title:
- Effects of Habitual Sleep on Glucose Regulation in Individuals at Risk for Type 2 Diabetes. (29th May 2020)
- Main Title:
- Effects of Habitual Sleep on Glucose Regulation in Individuals at Risk for Type 2 Diabetes
- Authors:
- Park, Heyjun
Metwally, Ahmed
Perelman, Dalia
Celli, Alessandra
Kirkpatrick, Susan
McLaughlin, Tracey
Snyder, Michael - Abstract:
- Abstract: Objectives: This study sought to advance understanding of the impact of habitual sleep patterns on glucose regulation in individuals at risk for type 2 diabetes (T2D). Methods: To achieve this aim, we examined associations between a comprehensive panel of sleep parameters and glucose metabolism marker among people with prediabetes ( n = 19, age = 60.0 y, male = 47.4%) using wearable technology. Briefly, participants underwent fasting plasma glucose (FPG) test and wore Fitbit Ionic band to assess their habitual sleep patterns. Sleep parameters were obtained for a median of 50 days per each participant such as total sleep duration, duration of each sleep stage per night, bed-time, wake-time, etc. To examine associations of sleep parameters with blood glucose levels, a least absolute shrinkage and selection operator (LASSO) regression was used to identify sleep parameters that predict FPG levels with the enhanced prediction accuracy. Mixed effects regression was also performed. Results: In LASSO regression of FPG levels, wake-time (β = −0.013) and percentage of the rapid eye movement (REM) sleep duration out of the total sleep duration (REM%; β = −0.231) were found to inversely predict FPG levels among participants. Mixed effects regression model also showed that REM% is inversely associated with FPG levels (R 2 = 0.61; β = −1.57, P = 0.058) after adjusting other covariates. In sum, people with prediabetes who have earlier wake-time and shorter REM proportion haveAbstract: Objectives: This study sought to advance understanding of the impact of habitual sleep patterns on glucose regulation in individuals at risk for type 2 diabetes (T2D). Methods: To achieve this aim, we examined associations between a comprehensive panel of sleep parameters and glucose metabolism marker among people with prediabetes ( n = 19, age = 60.0 y, male = 47.4%) using wearable technology. Briefly, participants underwent fasting plasma glucose (FPG) test and wore Fitbit Ionic band to assess their habitual sleep patterns. Sleep parameters were obtained for a median of 50 days per each participant such as total sleep duration, duration of each sleep stage per night, bed-time, wake-time, etc. To examine associations of sleep parameters with blood glucose levels, a least absolute shrinkage and selection operator (LASSO) regression was used to identify sleep parameters that predict FPG levels with the enhanced prediction accuracy. Mixed effects regression was also performed. Results: In LASSO regression of FPG levels, wake-time (β = −0.013) and percentage of the rapid eye movement (REM) sleep duration out of the total sleep duration (REM%; β = −0.231) were found to inversely predict FPG levels among participants. Mixed effects regression model also showed that REM% is inversely associated with FPG levels (R 2 = 0.61; β = −1.57, P = 0.058) after adjusting other covariates. In sum, people with prediabetes who have earlier wake-time and shorter REM proportion have shown higher FPG levels. Conclusions: Overall, these findings suggest that habitual sleep patterns may influence physiologic defect underlying dysglycemia and progression to T2D in individuals with prediabetes. Funding Sources: Precision Health and Integrated Diagnostic (PHIND) Center at Stanford University. … (more)
- Is Part Of:
- Current developments in nutrition. Volume 4(2020)Supplement 2
- Journal:
- Current developments in nutrition
- Issue:
- Volume 4(2020)Supplement 2
- Issue Display:
- Volume 4, Issue 2 (2020)
- Year:
- 2020
- Volume:
- 4
- Issue:
- 2
- Issue Sort Value:
- 2020-0004-0002-0000
- Page Start:
- 60
- Page End:
- 60
- Publication Date:
- 2020-05-29
- Subjects:
- Nutrition -- Periodicals
Nutritional Physiological Phenomena
Nutrition
Periodicals
Periodicals
Fulltext
Internet Resources
Periodicals
612.3 - Journal URLs:
- https://academic.oup.com/cdn ↗
https://www.sciencedirect.com/journal/current-developments-in-nutrition ↗
https://cdn.nutrition.org/ ↗
http://www.oxfordjournals.org/ ↗ - DOI:
- 10.1093/cdn/nzaa040_060 ↗
- Languages:
- English
- ISSNs:
- 2475-2991
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 15115.xml