Is Psychological Stress a Factor for Incorporation Into Future Closed-Loop Systems?

Author:

Gonder-Frederick Linda A.12,Grabman Jesse H.2,Kovatchev Boris12,Brown Sue A.1,Patek Stephen1,Basu Ananda3,Pinsker Jordan E.4,Kudva Yogish C.3,Wakeman Christian A.1,Dassau Eyal456,Cobelli Claudio7,Zisser Howard C.58,Doyle Francis J.456

Affiliation:

1. Center for Diabetes Technology, University of Virginia, Charlottesville, VA, USA

2. Behavioral Medicine Center, University of Virginia, Charlottesville, VA, USA

3. Endocrine Research Unit, Mayo Clinic, Rochester, MN, USA

4. William Sansum Diabetes Center, Santa Barbara, CA, USA

5. Department of Chemical Engineering, University of California, Santa Barbara, Santa Barbara, CA, USA

6. John A. Paulson School of Engineering and Applied Science, Harvard University, Cambridge, MA, USA

7. Department of Information Engineering, University of Padova, Padova, Italy

8. Insulet Corporation, Santa Barbara, CA, USA

Abstract

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.

Publisher

SAGE Publications

Subject

Biomedical Engineering,Bioengineering,Endocrinology, Diabetes and Metabolism,Internal Medicine

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