Effects of Sleep Deprivation on Blood Glucose, Food Cravings, and Affect in a Non-Diabetic: An N-of-1 Randomized Pilot Study

Sleep deprivation is a prevalent and rising health concern, one with known effects on blood glucose (BG) levels, mood, and calorie consumption. However, the mechanisms by which sleep deprivation affects calorie consumption (e.g., measured via self-reported types of craved food) are unclear, and may...

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Main Authors: Eric Jay Daza, Katarzyna Wac, Marily Oppezzo
Format: Article
Language:English
Published: MDPI AG 2019-12-01
Series:Healthcare
Subjects:
Online Access:https://www.mdpi.com/2227-9032/8/1/6
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spelling doaj-a7a22ae4660e479282990d1d182dc7e52020-11-24T22:09:54ZengMDPI AGHealthcare2227-90322019-12-0181610.3390/healthcare8010006healthcare8010006Effects of Sleep Deprivation on Blood Glucose, Food Cravings, and Affect in a Non-Diabetic: An N-of-1 Randomized Pilot StudyEric Jay Daza0Katarzyna Wac1Marily Oppezzo2Stanford Prevention Research Center, Stanford Medicine, Stanford, CA 94305, USAQuality of Life Technologies Lab, University of Copenhagen, 1165 Copenhagen, DenmarkStanford Prevention Research Center, Stanford Medicine, Stanford, CA 94305, USASleep deprivation is a prevalent and rising health concern, one with known effects on blood glucose (BG) levels, mood, and calorie consumption. However, the mechanisms by which sleep deprivation affects calorie consumption (e.g., measured via self-reported types of craved food) are unclear, and may be highly idiographic (i.e., individual-specific). Single-case or “n-of-1” randomized trials (N1RT) are useful in exploring such effects by exposing each subject to both sleep deprivation and baseline conditions, thereby characterizing effects specific to that individual. We had two objectives: (1) To test and generate individual-specific N1RT hypotheses of the effects of sleep deprivation on next-day BG level, mood, and food cravings in two non-diabetic individuals; (2) To refine and guide a future n-of-1 study design for testing and generating such idiographic hypotheses for personalized management of sleep behavior in particular, and for chronic health conditions more broadly. We initially did not find evidence for idiographic effects of sleep deprivation, but better-refined post hoc findings indicate that sleep deprivation may have increased BG fluctuations, cravings, and negative emotions. We also introduce an application of mixed-effects models and pancit plots to assess idiographic effects over time.https://www.mdpi.com/2227-9032/8/1/6sleep deprivationblood glucosemoodfood cravingcalorie consumptionn-of-1 trialself-experimentationautoexperimentation
collection DOAJ
language English
format Article
sources DOAJ
author Eric Jay Daza
Katarzyna Wac
Marily Oppezzo
spellingShingle Eric Jay Daza
Katarzyna Wac
Marily Oppezzo
Effects of Sleep Deprivation on Blood Glucose, Food Cravings, and Affect in a Non-Diabetic: An N-of-1 Randomized Pilot Study
Healthcare
sleep deprivation
blood glucose
mood
food craving
calorie consumption
n-of-1 trial
self-experimentation
autoexperimentation
author_facet Eric Jay Daza
Katarzyna Wac
Marily Oppezzo
author_sort Eric Jay Daza
title Effects of Sleep Deprivation on Blood Glucose, Food Cravings, and Affect in a Non-Diabetic: An N-of-1 Randomized Pilot Study
title_short Effects of Sleep Deprivation on Blood Glucose, Food Cravings, and Affect in a Non-Diabetic: An N-of-1 Randomized Pilot Study
title_full Effects of Sleep Deprivation on Blood Glucose, Food Cravings, and Affect in a Non-Diabetic: An N-of-1 Randomized Pilot Study
title_fullStr Effects of Sleep Deprivation on Blood Glucose, Food Cravings, and Affect in a Non-Diabetic: An N-of-1 Randomized Pilot Study
title_full_unstemmed Effects of Sleep Deprivation on Blood Glucose, Food Cravings, and Affect in a Non-Diabetic: An N-of-1 Randomized Pilot Study
title_sort effects of sleep deprivation on blood glucose, food cravings, and affect in a non-diabetic: an n-of-1 randomized pilot study
publisher MDPI AG
series Healthcare
issn 2227-9032
publishDate 2019-12-01
description Sleep deprivation is a prevalent and rising health concern, one with known effects on blood glucose (BG) levels, mood, and calorie consumption. However, the mechanisms by which sleep deprivation affects calorie consumption (e.g., measured via self-reported types of craved food) are unclear, and may be highly idiographic (i.e., individual-specific). Single-case or “n-of-1” randomized trials (N1RT) are useful in exploring such effects by exposing each subject to both sleep deprivation and baseline conditions, thereby characterizing effects specific to that individual. We had two objectives: (1) To test and generate individual-specific N1RT hypotheses of the effects of sleep deprivation on next-day BG level, mood, and food cravings in two non-diabetic individuals; (2) To refine and guide a future n-of-1 study design for testing and generating such idiographic hypotheses for personalized management of sleep behavior in particular, and for chronic health conditions more broadly. We initially did not find evidence for idiographic effects of sleep deprivation, but better-refined post hoc findings indicate that sleep deprivation may have increased BG fluctuations, cravings, and negative emotions. We also introduce an application of mixed-effects models and pancit plots to assess idiographic effects over time.
topic sleep deprivation
blood glucose
mood
food craving
calorie consumption
n-of-1 trial
self-experimentation
autoexperimentation
url https://www.mdpi.com/2227-9032/8/1/6
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AT katarzynawac effectsofsleepdeprivationonbloodglucosefoodcravingsandaffectinanondiabeticannof1randomizedpilotstudy
AT marilyoppezzo effectsofsleepdeprivationonbloodglucosefoodcravingsandaffectinanondiabeticannof1randomizedpilotstudy
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