TY - JOUR
T1 - Is Psychological Stress a Factor for Incorporation into Future Closed-Loop Systems?
AU - Gonder-Frederick, Linda A.
AU - Grabman, Jesse H.
AU - Kovatchev, Boris
AU - Brown, Sue A.
AU - Patek, Stephen
AU - Basu, Ananda
AU - Pinsker, Jordan E.
AU - Kudva, Yogish C.
AU - Wakeman, Christian A.
AU - Dassau, Eyal
AU - Cobelli, Claudio
AU - Zisser, Howard C.
AU - Doyle, Francis J.
N1 - Funding Information:
The work was supported by the National Institutes of Health grant numbers DP3DK094331, R01DK085628 to UCSB, DK85516 (Mayo) and grant number UL1 TR000135 from the National Center for Advancing Translational Science (NCATS) and the Urdang Family Foundation to Mayo Clinic. CC is partially funded by Italian Ministero dell'Istruzione, dell'Universita e della Ricerca (Progetto FIRB 2009).
Publisher Copyright:
© Diabetes Technology Society.
PY - 2016/5/1
Y1 - 2016/5/1
N2 - Background: The relationship between daily psychological stress and BG fluctuations in type 1 diabetes (T1DM) is unclear. More research is needed to determine if stress-related BG changes should be considered in glucose control algorithms. This study in the usual free-living environment examined relationships among routine daily stressors and BG profile measures generated from CGM readings. Methods: A total of 33 participants with T1DM on insulin pumps wore a CGM device for 1 week and recorded daily ratings of psychological stress, carbohydrates, and insulin boluses. Results: Within-subjects ANCOVAs found a significant relationship between daily stress and indices of BG variability/instability (r =.172 to.185, P =.011 to.018, r2 = 2.97% to 3.43%), increased % time in hypoglycemia (r =.153, P =.036, r2 = 2.33%) and decreased carbohydrate consumption (r = -.157, P =.031, r2 = 2.47%). Models accounted for more variance for individuals reporting the highest daily stress. There was no relationship between stress and mean daily glucose or low/high glucose risk indices. Conclusions: These preliminary findings suggest that naturally occurring daily stressors can be associated with increased glucose instability and hypoglycemia, as well as decreased food consumption. In addition, findings support the hypothesis that some individuals are more metabolically reactive to stress. More rigorous studies using CGM technology are needed to understand whether the impact of daily stress on BG is clinically meaningful and if it is a behavioral factor that should be considered in glucose control systems for some individuals.
AB - Background: The relationship between daily psychological stress and BG fluctuations in type 1 diabetes (T1DM) is unclear. More research is needed to determine if stress-related BG changes should be considered in glucose control algorithms. This study in the usual free-living environment examined relationships among routine daily stressors and BG profile measures generated from CGM readings. Methods: A total of 33 participants with T1DM on insulin pumps wore a CGM device for 1 week and recorded daily ratings of psychological stress, carbohydrates, and insulin boluses. Results: Within-subjects ANCOVAs found a significant relationship between daily stress and indices of BG variability/instability (r =.172 to.185, P =.011 to.018, r2 = 2.97% to 3.43%), increased % time in hypoglycemia (r =.153, P =.036, r2 = 2.33%) and decreased carbohydrate consumption (r = -.157, P =.031, r2 = 2.47%). Models accounted for more variance for individuals reporting the highest daily stress. There was no relationship between stress and mean daily glucose or low/high glucose risk indices. Conclusions: These preliminary findings suggest that naturally occurring daily stressors can be associated with increased glucose instability and hypoglycemia, as well as decreased food consumption. In addition, findings support the hypothesis that some individuals are more metabolically reactive to stress. More rigorous studies using CGM technology are needed to understand whether the impact of daily stress on BG is clinically meaningful and if it is a behavioral factor that should be considered in glucose control systems for some individuals.
KW - blood glucose variability
KW - continuous glucose monitoring
KW - psychological stress
KW - type 1 diabetes
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U2 - 10.1177/1932296816635199
DO - 10.1177/1932296816635199
M3 - Article
C2 - 26969142
AN - SCOPUS:85009454755
SN - 1932-2968
VL - 10
SP - 640
EP - 646
JO - Journal of Diabetes Science and Technology
JF - Journal of Diabetes Science and Technology
IS - 3
ER -