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Gonder‐Frederick, Linda

https://orcid.org/0000-0002-3009-2626

Mayo Clinic

Harvard University

Citations 4

Patient-Reported Outcomes in a Randomized Trial of Closed-Loop Control: The Pivotal International Diabetes Closed-Loop Trial
Kudva, Yogish C. , Laffel, Lori M. , Brown, Sue A. , Raghinaru, Dan, Pinsker, Jordan E. , Ekhlaspour, Laya , Messer, Laurel H. , Kovatchev, Boris , Lum, John W. , Gonder‐Frederick, Linda , Anderson, Stacey M. , Emory, Emma, Voelmle, Mary, Conshafter, Katie, Morris, Kim, Mitchell, Harry, Calvo, Kayla, Wakeman, Christian, Breton, Marc D. , Ambler-Osborn, Louise, Flint, Emily, Kim, Kenny, Roethke, Lindsay, Church, Mei Mei , André, Camille , Piper, Molly, Lam, David W. , O’Malley, Grenye , Levister, Camilla, Ogyaadu, Selassie, Lovett, Jessica, Simha, Vinaya , Dadlani, Vikash, McCrady-Spitzer, Shelly , Reid, Corey, Forlenza, Gregory P. , Alonso, G. Todd, Slover, Robert H., Jost, Emily , Berget, Cari , Towers, Lindsey, Rossick-Solis, Alex, Buckingham, Bruce A. , Jacobson, Tali, Town, Marissa, Tabatabai, Ideen , Keller, Jordan, Salas, Evalina, Dassau, Eyal , Passman, Samantha, Campos, Tiffany, Kollman, Craig, Murphy, Carlos, Patibandla, Nandan, Borgman, Sarah, Arreaza-Rubín, Guillermo , Green, Neal, Reznik, Yves , Janicek, Robert, Gabrielson, Deanna, Belle, Steven H., Castle, Jessica R. , Legault, Laurent , Wysham, Carol , Eggerman, Thomas L., Messer, Laurel H , Lum, John , Forlenza, Gregory P , Kovatchev, Boris , Buckingham, Bruce , Levy, Carol J. , Beck, Roy W. , Oliveri, Mary Clancy , Isganaitis, Elvira , Kumari, Kanchan, Wadwa, R Paul , Doyle, Francis J. , Kollman, Craig , Renard, Eric , Cobelli, Claudio , Green, Jennifer Greif , Willi, Steven Matthew

Diabetes Technology & Therapeutics | June 11, 2021 | Volume: 23 | Issue: 10 | Pages: 673-683

10.1089/dia.2021.0089 Get It

Background: Closed-loop control (CLC) has been shown to improve glucose time in range and other glucose metrics; however, randomized trials >3 months comparing CLC with sensor-augmented pump (SAP) therapy are limited. We recently reported glucose control outcomes from the 6-month international Diabetes Closed-Loop (iDCL) trial; we now report patient-reported outcomes (PROs) in this iDCL trial. Methods: Participants were randomized 2:1 to CLC ( N = 112) versus SAP ( N = 56) and completed questionnaires, including Hypoglycemia Fear Survey, Diabetes Distress Scale (DDS), Hypoglycemia Awareness, Hypoglycemia Confidence, Hyperglycemia Avoidance, and Positive Expectancies of CLC (INSPIRE) at baseline, 3, and 6 months. CLC participants also completed Diabetes Technology Expectations and Acceptance and System Usability Scale (SUS). Results: The Hypoglycemia Fear Survey Behavior subscale improved significantly after 6 months of CLC compared with SAP. DDS did not differ except for powerless subscale scores, which worsened at 3 months in SAP. Whereas Hypoglycemia Awareness and Hyperglycemia Avoidance did not differ between groups, CLC participants showed a tendency toward improved confidence in managing hypoglycemia. The INSPIRE questionnaire showed favorable scores in the CLC group for teens and parents, with a similar trend for adults. At baseline and 6 months, CLC participants had high positive expectations for the device with Diabetes Technology Acceptance and SUS showing high benefit and low burden scores. Conclusion: CLC improved some PROs compared with SAP. Participants reported high benefit and low burden with CLC. Clinical Trial Identifier: NCT03563313.
Body Mass Index Effect on Differing Responses to Psychological Stress in Blood Glucose Dynamics in Patients With Type 1 Diabetes
Özaslan, Başak , Patek, Stephen D., Shepard, Jaclyn A. , Dassau, Eyal , Breton, Marc D. , Kudva, Yogish C. , Brown, Sue A. , Basu, Ananda , Pinsker, Jordan E. , Gonder‐Frederick, Linda , Pinsker, Jordan E , Grabman, Jesse H. , Doyle, Francis J.

Journal of Diabetes Science and Technology | February 8, 2018 | Volume: 12 | Issue: 3 | Pages: 657-664

10.1177/1932296818758103 Get It

Objective: The objective was to investigate the relationship of body mass index (BMI) to differing glycemic responses to psychological stress in patients with type 1 diabetes. Methods: Continuous blood glucose monitor (CGM) data were collected for 1 week from a total of 37 patients with BMI ranging from 21.5-39.4 kg/m 2 (mean = 28.2 ± 4.9). Patients reported daily stress levels (5-point Likert-type scale, 0 = none, 4 = extreme), physical activity, carbohydrate intake, insulin boluses and basal rates. Daily reported carbohydrates, total insulin bolus, and average blood glucose (BG from CGM) were compared among patients based on their BMI levels on days with different stress levels. In addition, daily averages of a model-based “effectiveness index” (quantifying the combined impact of insulin and carbohydrate on glucose levels) were defined and compared across stress levels to capture meal and insulin independent glycemic changes. Results: Analyses showed that patient BMI likely moderated stress related glycemic changes. Linear mixed effect model results were significant for the stress-BMI interaction on both behavioral and behavior-independent glycemic changes. Across participants, under stress, an increase was observed in daily carbohydrate intake and effectiveness index at higher BMI. There was no significant interactive effect on daily insulin or average BG. Conclusion: Findings suggest that (1) stress has both behavioral and nonbehavioral glycemic effects on T1D patients and (2) the direction and magnitude of these effects are potentially influenced by level of stress and patient BMI. Possibly responsible for these observed effects are T1D/BMI related alterations in endocrine response.
Is Psychological Stress a Factor for Incorporation Into Future Closed-Loop Systems?
Gonder‐Frederick, Linda , Brown, Sue A. , Patek, Stephen D., Basu, Ananda , Pinsker, Jordan E. , Kudva, Yogish C. , Wakeman, Christian, Dassau, Eyal , Zisser, Howard , Grabman, Jesse H. , Kovatchev, Boris , Cobelli, Claudio , Doyle, Francis J.

Journal of Diabetes Science and Technology | March 11, 2016 | Volume: 10 | Issue: 3 | Pages: 640-646

10.1177/1932296816635199 Get It

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, r 2 = 2.97% to 3.43%), increased % time in hypoglycemia ( r = .153, P = .036, r 2 = 2.33%) and decreased carbohydrate consumption ( r = –.157, P = .031, r 2 = 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.