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Bashir A, Flatt AJ, Richell G, Shaw JAM. A single-site feasibility randomised controlled trial comparing 'my hypo compass' short pyscho-educational intervention with standard care alone in individuals with type 1 diabetes and impaired awareness of hypoglycaemia. Diabet Med 2024; 41:e15389. [PMID: 38927008 DOI: 10.1111/dme.15389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Revised: 05/26/2024] [Accepted: 06/09/2024] [Indexed: 06/28/2024]
Abstract
AIMS The HypoCOMPaSS multi-centre trial achieved improvement in hypoglycaemia awareness and 20-fold reduction in severe hypoglycaemia (SH) in a cohort with long-standing type 1 diabetes (T1D). All participants received 'my hypo compass' (MHC) brief structured psycho-educational intervention in addition to optimisation of insulin delivery/glucose monitoring. In this 24-week, prospective, single-centre feasibility RCT, we piloted MHC as a sole intervention in comparison to standard clinical care alone (CON). METHODS Participants with T1D and impaired hypoglycaemia awareness (IAH) (Clarke score ≥4) were recruited. MHC comprised a group/individual 1-2 h face-to-face session followed by a telephone call and second face-to-face session at 4 weeks. Outcome measures at 24 weeks were compared with baseline. RESULTS Fifty-two individuals provided consent for screening with 39 fulfilling eligibility criteria. Fifteen withdrew before any study intervention. Twenty-four adults with (mean ± SD) T1D duration 41.0 ± 15.1 years commenced/completed the study (100% visit attendance); 12 randomised to MHC and 12 to CON. All had IAH at baseline and at 24 weeks. Annualised SH rate following MHC was 3.8 ± 19.0 (24 weeks) versus 12.6 ± 3.5 (Baseline) and in CON group 2.0 ± 19.0 (24 weeks) versus 4.6 ± 11.5 (Baseline). 'Immediate Action' for and 'Worry' about hyperglycaemia measured by the Hyperglycaemia Avoidance Scale appeared lower following MHC. Participants attended all study visits and reflected positively on the MHC intervention. CONCLUSIONS Feasibility of MHC implementation without additional intervention has been demonstrated. MHC education was associated with positive changes in attitudes and behaviours with the potential to reduce SH risk. MHC provides a validated, simple, well-received programme to fulfil the educational component within RCTs targeting problematic hypoglycaemia and as part of holistic clinical care.
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Affiliation(s)
- Ayat Bashir
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- Newcastle Diabetes Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Anneliese J Flatt
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Gez Richell
- Newcastle Diabetes Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - James A M Shaw
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- Newcastle Diabetes Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
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2
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Housni A, Katz A, Kichler JC, Nakhla M, Secours L, Brazeau AS. Predictors of stigma perception by people with type 1 diabetes: A cross-sectional analysis of the BETTER registry. Diabetes Metab Syndr 2024; 18:103112. [PMID: 39236506 DOI: 10.1016/j.dsx.2024.103112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 08/27/2024] [Accepted: 08/28/2024] [Indexed: 09/07/2024]
Abstract
AIMS This study investigates stigma predictors across ages and genders, addressing a critical gap in understanding diverse populations to reduce related suboptimal clinical and psychosocial outcomes. METHODS Cross-sectional analysis of self-reported data from BETTER, a Canadian registry of people with type 1 diabetes. Participants (n = 709) completed the 19-item-Diabetes-Stigma Assessment-Scale (DSAS-1) categorized into treated differently, blame and judgment, and identity concerns sub-scales. Associations with diabetes distress (DDS-17-score/102), depression (PHQ-9-score/27), social-support (ESSI-score/34), fear of hypoglycemia (HFS-II-score/132), and hyperglycemia-avoidance-behaviours (HAS-score/88) were computed. RESULTS Perceived stigma was highest in youth aged 14-24 years (46·0 ± 15·6, p < 0·001) and women (41·2 ± 15·7, p = 0·009), compared to other age groups and men. Blame and Judgment contributed to most of stigma perception. Youth perceived significantly more blame and judgment (p < 0·001) and identity concerns (p = 0·001) compared to middle-aged adults and seniors. Women perceive significantly more blame and judgment compared to men (p < 0·001). The perception of being treated differently was not reported to be an issue across ages and genders. Participants with higher scores of depression, diabetes-distress, fear of hypoglycemia, hyperglycemia-avoidance behaviours, and lesser social-support, reported increased stigma. CONCLUSIONS Stigma varies by age and gender, underscoring the need for targeted interventions to reduce it. Challenging stereotypes and reducing stigma-related stressors are essential for better outcomes.
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Affiliation(s)
- Asmaa Housni
- School of Human Nutrition, McGill University, Montréal, Québec, Canada
| | - Alexandra Katz
- School of Human Nutrition, McGill University, Montréal, Québec, Canada; Faculté de Médecine, Université de Montréal, Montréal, Québec, Canada
| | - Jessica C Kichler
- Department of Psychology, University of Windsor, Windsor, Ontario, Canada
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McKechnie V, Khan S, Saunders R, Amiel SA, Gonder-Frederick LA, Oliver N. Psychometric validation of the hyperglycaemia avoidance scale UK (HAS-UK). Diabet Med 2024; 41:e15342. [PMID: 38687846 DOI: 10.1111/dme.15342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 04/11/2024] [Accepted: 04/18/2024] [Indexed: 05/02/2024]
Abstract
AIMS Hyperglycaemia aversion in type 1 diabetes can be associated with severe hypoglycaemia and impaired awareness of hypoglycaemia but is not routinely assessed clinically. This study aimed to undertake the first psychometric validation of the UK version of the Hyperglycaemia Avoidance Scale (HAS-UK). METHODS The HAS-UK was completed by adults with type 1 diabetes in three separate research studies. Psychometric properties were evaluated, using exploratory factor analysis, internal consistency, and convergent validity. RESULTS Of the 431 participants who completed the HAS-UK in the three studies, mean age was 49.5 years, and 58.0% were women. Mean duration of diabetes was 29 years, with 192 (44.5%) using multiple daily injections and 229 (53.1%) using an insulin pump. Five participants were excluded from analyses due to incomplete HAS-UK responses. Exploratory factor analysis revealed a 3-factor solution, with acceptable internal consistency for 'worry' and 'blood glucose decisions' factors. HAS-UK total score was higher in those using insulin pumps versus multiple daily injections, and 'blood glucose decisions' score was higher in those using a continuous blood glucose sensor versus a meter. CONCLUSIONS The HAS-UK is a reliable measure with acceptable structural validity and is likely to be useful for evaluating hyperglycaemia aversion in people with type 1 diabetes. Future research would benefit from investigating further psychometric properties including test-retest reliability, sensitivity to change, and clinical significance of scores.
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Affiliation(s)
- Vicky McKechnie
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
- Department of Clinical Health Psychology and Neuropsychology, Imperial College Healthcare NHS Trust and West London NHS Trust, London, UK
| | - Shaila Khan
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
| | - Rob Saunders
- CORE Data Lab, Centre for Outcomes Research and Effectiveness (CORE), Research Department of Clinical, Educational, and Health Psychology, University College London, London, UK
| | - Stephanie A Amiel
- Department of Diabetes, Faculty of Life Sciences, King's College London, London, UK
| | - Linda A Gonder-Frederick
- Center for Diabetes Technology, School of Medicine, University of Virginia, Charlottesville, Virginia, USA
| | - Nick Oliver
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
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Lin YK, Hepworth E, de Zoysa N, McCurley J, Vajravelu ME, Ye W, Piatt GA, Amiel SA, Fisher SJ, Pop-Busui R, Aikens JE. Relationships of hypoglycemia awareness, hypoglycemia beliefs, and continuous glucose monitoring glycemic profiles with anxiety and depression symptoms in adults with type 1 diabetes using continuous glucose monitoring systems. Diabetes Res Clin Pract 2024; 209:111596. [PMID: 38428746 PMCID: PMC10960959 DOI: 10.1016/j.diabres.2024.111596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 02/22/2024] [Indexed: 03/03/2024]
Abstract
AIMS To evaluate relationships of hypoglycemia awareness, hypoglycemia beliefs, and continuous glucose monitoring (CGM) glycemic profiles with anxiety and depression symptoms in adults with type 1 diabetes (T1D) who use CGM. METHODS A cross-sectional survey and data collections were completed with 196 T1D adults who used CGM (59% also used automated insulin delivery devices (AIDs)). We assessed hypoglycemia awareness (Gold instrument), hypoglycemia beliefs (Attitudes to Awareness of Hypoglycemia instrument), CGM glycemic profiles, demographics, and anxiety and depression symptoms (Hospital Anxiety and Depression Scale). Analysis included simple and multiple linear regression analyses. RESULTS Lower hypoglycemia awareness, weaker "hypoglycemia concerns minimized" beliefs, stronger "hyperglycemia avoidance prioritized" beliefs were independently associated with higher anxiety symptoms (P < 0.05), with similar trends in both subgroups using and not using AIDs. Lower hypoglycemia awareness were independently associated with greater depression symptoms (P < 0.05). In participants not using AIDs, more time in hypoglycemia was related to less anxiety and depression symptoms (P < 0.05). Being female and younger were independently associated with higher anxiety symptoms, while being younger was also independently associated with greater depression symptoms (P < 0.05). CONCLUSION Our findings revealed relationships of impaired hypoglycemia awareness, hypoglycemia beliefs, CGM-detected hypoglycemia with anxiety and depression symptoms in T1D adults who use CGMs.
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Affiliation(s)
- Yu Kuei Lin
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI 48105, USA.
| | - Emily Hepworth
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI 48105, USA
| | - Nicole de Zoysa
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London SE5 9RS, UK
| | - Jessica McCurley
- Department of Psychology, San Diego State University, San Diego, CA 92182, USA
| | - Mary Ellen Vajravelu
- Center for Pediatric Research in Obesity and Metabolism, University of Pittsburgh School of Medicine, Pittsburgh, PA 15224, USA
| | - Wen Ye
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI 48105, USA
| | - Gretchen A Piatt
- Department of Learning Health Sciences, University of Michigan Medical School, Ann Arbor, MI 48105, USA
| | - Stephanie A Amiel
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Kings College London, London SE5 9RJ, UK
| | - Simon J Fisher
- Department of Internal Medicine, University of Kentucky College of Medicine, Lexington, KY 40508, USA
| | - Rodica Pop-Busui
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI 48105, USA
| | - James E Aikens
- Department of Family Medicine, University of Michigan Medical School, Ann Arbor, MI 48105, USA
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McKechnie V, Oliver N, Amiel SA, Fox JRE. Hyperglycaemia aversion in type 1 diabetes: A grounded theory study. Br J Health Psychol 2024; 29:254-271. [PMID: 37806779 DOI: 10.1111/bjhp.12697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 05/12/2023] [Accepted: 09/26/2023] [Indexed: 10/10/2023]
Abstract
OBJECTIVE Very little is known about the circumstances under which hyperglycaemia aversion develops and is maintained. The present study aimed to identify psychological factors involved in the process of hyperglycaemia aversion and to understand how it affects people's self-management of type 1 diabetes. DESIGN Qualitative, in-depth interviews were used. METHODS A constructivist grounded theory study, using semi-structured participant interviews, was undertaken to build a theoretical model of the process of hyperglycaemia aversion. RESULTS Eighteen participants were interviewed. Fifteen were considered hyperglycaemia averse and included in the analysis. A theoretical model was developed to describe and explain processes involved in hyperglycaemia aversion. Many participants held very high standards for themselves and often had a strong preference for control. While some participants described anxiety associated with higher blood glucose, the most proximal driver of their approach was self-criticism and frustration associated with not meeting their own high standards for blood glucose. A number of attentional processes and beliefs, mostly related to hypoglycaemia, maintained and reinforced their blood glucose preference. Diabetes technology served as an enabler, raiser of standards, and additional critical judge of participants' hyperglycaemia aversion. CONCLUSIONS The trans-diagnostic concept of emotional over-control is used to understand the proposed model of processes of hyperglycaemia aversion. The present study offers new insight which will aid clinicians in identifying and supporting those who may be at risk of psychological distress and harm associated with a preference for avoidance of higher blood glucose levels.
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Affiliation(s)
- Vicky McKechnie
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
- Department of Clinical Health Psychology and Neuropsychology, Imperial College Healthcare NHS Trust and West London NHS Trust, London, UK
| | - Nick Oliver
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
| | - Stephanie A Amiel
- Department of Diabetes, Faculty of Life Sciences, King's College London, London, UK
- King's College Hospital NHS Foundation Trust, London, UK
| | - John R E Fox
- School of Psychology, Cardiff University, Cardiff, UK
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Kuei Lin Y, Hepworth E, de Zoysa N, McCurley J, Ellen Vajravelu M, Ye W, Piatt GA, Amiel SA, Fisher SJ, Pop-Busui R, Aikens JE. Associations Between Hypoglycemia Awareness, Hypoglycemia Beliefs, and Continuous Glucose Monitoring Glycemic Profiles and Anxiety and Depression Symptoms in Adults with Type 1 Diabetes Using Advanced Diabetes Technologies. Diabetes Res Clin Pract 2023:111059. [PMID: 38104898 DOI: 10.1016/j.diabres.2023.111059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 12/13/2023] [Indexed: 12/19/2023]
Abstract
AIMS To evaluate relationships between hypoglycemia awareness, hypoglycemia beliefs, and continuous glucose monitoring (CGM) glycemic profiles and anxiety and depression symptoms in adults with type 1 diabetes (T1D) who use CGM or automated insulin delivery devices. METHODS A cross-sectional survey and data collections were completed with 196 T1D adults who used advanced diabetes technologies. We assessed hypoglycemia awareness (Gold instrument), hypoglycemia beliefs (Attitudes to Awareness of Hypoglycemia instrument), CGM glycemic profiles, demographics, and anxiety and depression symptoms (Hospital Anxiety and Depression Scale). Data were processed via regression analyses and receiver operating characteristic analyses. RESULTS Lower hypoglycemia awareness, weaker "hypoglycemia concerns minimized" beliefs, stronger "hyperglycemia avoidance prioritized" beliefs, female, and younger age were independently associated with higher anxiety symptoms (P<0.05). Lower hypoglycemia awareness, less time in hypoglycemia, and younger age were independently associated with greater depression symptoms (P<0.05). Age of <50 years had 77.8% sensitivity and 48.8% specificity in detecting elevated anxiety symptoms. Spending ≥35% of time with glucose levels >180 mg/dL on CGMs had 85.7% sensitivity and 54.3% specificity in detecting elevated depression symptoms. CONCLUSION Our findings revealed relationships between impaired hypoglycemia awareness, hypoglycemia beliefs, CGM-detected hypoglycemia and anxiety and depression symptoms in T1D adults who use advanced diabetes technologies.
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Affiliation(s)
- Yu Kuei Lin
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI 48105, USA.
| | - Emily Hepworth
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI 48105, USA
| | - Nicole de Zoysa
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London SE5 9RS, UK
| | - Jessica McCurley
- Department of Psychology, San Diego State University, San Diego, CA 92182, USA
| | - Mary Ellen Vajravelu
- Center for Pediatric Research in Obesity and Metabolism, University of Pittsburgh School of Medicine, Pittsburgh, PA 15224, USA
| | - Wen Ye
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI 48105, USA
| | - Gretchen A Piatt
- Department of Learning Health Sciences, University of Michigan Medical School, Ann Arbor, MI 48105, USA
| | - Stephanie A Amiel
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Kings College London, London SE5 9RJ, UK
| | - Simon J Fisher
- Department of Internal Medicine, University of Kentucky College of Medicine, Lexington, KY 40508, USA
| | - Rodica Pop-Busui
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI 48105, USA
| | - James E Aikens
- Department of Family Medicine, University of Michigan Medical School, Ann Arbor, MI 48105, USA
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Renard E, Joubert M, Villard O, Dreves B, Reznik Y, Farret A, Place J, Breton MD, Kovatchev BP. Safety and Efficacy of Sustained Automated Insulin Delivery Compared With Sensor and Pump Therapy in Adults With Type 1 Diabetes at High Risk for Hypoglycemia: A Randomized Controlled Trial. Diabetes Care 2023; 46:2180-2187. [PMID: 37729080 DOI: 10.2337/dc23-0685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 09/06/2023] [Indexed: 09/22/2023]
Abstract
OBJECTIVE Assess the safety and efficacy of automated insulin delivery (AID) in adults with type 1 diabetes (T1D) at high risk for hypoglycemia. RESEARCH DESIGN AND METHODS Participants were 72 adults with T1D who used an insulin pump with Clarke Hypoglycemia Perception Awareness scale score >3 and/or had severe hypoglycemia during the previous 6 months confirmed by time below range (TBR; defined as sensor glucose [SG] reading <70 mg/dL) of at least 5% during 2 weeks of blinded continuous glucose monitoring (CGM). Parallel-arm, randomized trial (2:1) of AID (Tandem t:slim ×2 with Control-IQ technology) versus CGM and pump therapy for 12 weeks. The primary outcome was TBR change from baseline. Secondary outcomes included time in target range (TIR; 70-180 mg/dL), time above range (TAR), mean SG reading, and time with glucose level <54 mg/dL. An optional 12-week extension with AID was offered to all participants. RESULTS Compared with the sensor and pump (S&P), AID resulted in significant reduction of TBR by -3.7% (95% CI -4.8, -2.6), P < 0.001; an 8.6% increase in TIR (95% CI 5.2, 12.1), P < 0.001; and a -5.3% decrease in TAR (95% CI -87.7, -1.8), P = 0.004. Mean SG reading remained similar in the AID and S&P groups. During the 12-week extension, the effects of AID were sustained in the AID group and reproduced in the S&P group. Two severe hypoglycemic episodes occurred using AID. CONCLUSIONS In adults with T1D at high risk for hypoglycemia, AID reduced the risk for hypoglycemia more than twofold, as quantified by TBR, while improving TIR and reducing hyperglycemia. Hence, AID is strongly recommended for this specific population.
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Affiliation(s)
- Eric Renard
- Department of Endocrinology and Diabetology, Montpellier University Hospital, Montpellier, France
- Department of Physiology, Institute of Functional Genomics, CNRS, INSERM, University of Montpellier, France
| | - Michael Joubert
- Diabetes Care Unit, Caen University Hospital, Caen, France
- University of Caen Normandy, University of Caen, Caen, France
| | - Orianne Villard
- Department of Endocrinology and Diabetology, Montpellier University Hospital, Montpellier, France
- Department of Physiology, Institute of Functional Genomics, CNRS, INSERM, University of Montpellier, France
| | - Bleuenn Dreves
- Diabetes Care Unit, Caen University Hospital, Caen, France
- University of Caen Normandy, University of Caen, Caen, France
| | - Yves Reznik
- Diabetes Care Unit, Caen University Hospital, Caen, France
- University of Caen Normandy, University of Caen, Caen, France
| | - Anne Farret
- Department of Endocrinology and Diabetology, Montpellier University Hospital, Montpellier, France
- Department of Physiology, Institute of Functional Genomics, CNRS, INSERM, University of Montpellier, France
| | - Jerome Place
- Department of Physiology, Institute of Functional Genomics, CNRS, INSERM, University of Montpellier, France
| | - Marc D Breton
- Center for Diabetes Technology, University of Virginia, Charlottesville, VA
| | - Boris P Kovatchev
- Center for Diabetes Technology, University of Virginia, Charlottesville, VA
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Bond Z, Malik S, Bashir A, Stocker R, Buckingham J, Speight J, Shaw JAM. Validation of Igls Criteria for Islet Transplant Functional Status Using Person-Reported Outcome Measures in a Cross-Sectional Study. Transpl Int 2023; 36:11659. [PMID: 37822448 PMCID: PMC10563803 DOI: 10.3389/ti.2023.11659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 09/07/2023] [Indexed: 10/13/2023]
Abstract
Associations between islet graft function and well-being in islet transplant recipients requiring exogenous insulin remain unclear. This cross-sectional analysis compared person-reported outcome measures in 15 adults with type 1 diabetes whose islet transplants were classified according to Igls criteria as "Good" (n = 5), "Marginal" (n = 4) and "Failed" (n = 6) graft function. At a mean of 6.2 years post-first islet transplant, 90% reduction in severe hypoglycaemia was maintained in all groups, with HbA1c (mean ± SD mmol/mol) 49 ± 4 in recipients with "Good" function; 56 ± 5 ("Marginal"); and 69 ± 25 ("Failed"). Self-reported impaired awareness of hypoglycaemia persisted in all groups but those with "Good" function were more likely to experience symptoms during hypoglycaemia. "Marginal" function was associated with greater fear of hypoglycaemia (HFS-II score: "Marginal": 113 [95, 119]; "Failed": 63 [42, 93] (p = 0.082); "Good": 33 [29, 61]) and severe anxiety (GAD7: "Marginal"): 21 [17, 21]; "Failed": 6 [6, 6] "Good": 6 [3, 11]; (p = 0.079)), diabetes distress and low mood. Despite clear evidence of ongoing clinical benefit, Igls criteria 'Marginal' function is associated with sub-optimal well-being, including greater fear of hypoglycaemia and severe anxiety. This study provides person-reported validation that "Good" and "Marginal" graft function are differentiated by general and diabetes-specific subjective well-being, suggesting those with "Marginal" function may benefit from further intervention, including re-transplantation.
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Affiliation(s)
- Zoe Bond
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Saffron Malik
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Ayat Bashir
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Rachel Stocker
- School of Biomedical, Nutritional and Sport Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Jocelyn Buckingham
- Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
| | - Jane Speight
- School of Psychology, Institute for Health Transformation, Deakin University, Geelong, VIC, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Carlton, VIC, Australia
| | - James A. M. Shaw
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
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Katz A, Shulkin A, Talbo MK, Housni A, Yardley J, Brazeau AS, Rabasa-Lhoret R. Hyperglycemia-related anxiety during competition in an elite athlete with type 1 diabetes: A case report. DIABETES & METABOLISM 2023; 49:101476. [PMID: 37689238 DOI: 10.1016/j.diabet.2023.101476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 08/31/2023] [Accepted: 09/04/2023] [Indexed: 09/11/2023]
Abstract
AIM Managing blood glucose (BG) levels during intense physical activity is challenging for elite athletes with type 1 diabetes (T1D), as it can lead to unpredictable hyper- or hypoglycemia, which can affect performance. This case study presents an 18-year-old male hockey goalie with hyperglycemia-related anxiety during competition and its impact on his T1D management. METHODS Mixed-methods approach, incorporating qualitative data from an unstructured interview and responses from the Hyperglycemia Avoidance Scale along with quantitative data retrieved from Diasend and laboratory results. RESULTS The athlete experiences physical and cognitive symptoms during hyperglycemia, affecting his performance. Hyperglycemia-related anxiety influences insulin dosage adjustments and eating habits on game days. Glycemic variability analysis reveals lower BG levels during game time. CONCLUSION Hyperglycemia-related anxiety leads to modified therapeutic and lifestyle regimens on competition day. Tailored treatment programs are needed for elite athletes with T1D and hyperglycemia-related anxiety.
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Affiliation(s)
- Alexandra Katz
- Montreal Clinical Research Institute, Montreal, Quebec, Canada; Faculté de Médecine, Université de Montréal, Montreal, Quebec, Canada; School of Human Nutrition, McGill University, Montreal, Quebec, Canada.
| | - Aidan Shulkin
- Faculté de Médecine, Université de Montréal, Montreal, Quebec, Canada
| | - Meryem K Talbo
- School of Human Nutrition, McGill University, Montreal, Quebec, Canada
| | - Asmaa Housni
- School of Human Nutrition, McGill University, Montreal, Quebec, Canada
| | - Jane Yardley
- Augustana Faculty, University of Alberta, Camrose, Alberta, Canada; Alberta Diabetes Institute, Edmonton, Alberta, Canada; Women and Children's Health Research Institute, Edmonton, Alberta, Canada; Faculty of Kinesiology, Sport and Recreation, University of Alberta, Edmonton, Alberta, Canada
| | | | - Rémi Rabasa-Lhoret
- Montreal Clinical Research Institute, Montreal, Quebec, Canada; Service d'Endocrinologie du Centre Hospitalier de l'Université de Montréal (CHUM), Montreal, Quebec, Canada
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10
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Ali N, El Hamdaoui S, Nefs G, Walburgh Schmidt JWJ, Tack CJ, de Galan BE. High diabetes-specific distress among adults with type 1 diabetes and impaired awareness of hypoglycaemia despite widespread use of sensor technology. Diabet Med 2023; 40:e15167. [PMID: 37347681 DOI: 10.1111/dme.15167] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 06/18/2023] [Accepted: 06/19/2023] [Indexed: 06/24/2023]
Abstract
AIMS Impaired awareness of hypoglycaemia (IAH) has been associated with increased diabetes distress and use of sensor technology can reduce diabetes distress. The aim of this study was to examine diabetes-specific distress (emotions, cognitions, behaviours) in relation to IAH status and use of glucose sensors in people with type 1 diabetes. METHODS Individuals with type 1 diabetes from an academic diabetes outpatient clinic completed the Clarke questionnaire (to assess hypoglycaemic awareness), Problem Areas in Diabetes (PAID-5), Hypoglycaemia Fear Survey-II (HFS-II), Attitudes to Awareness of Hypoglycaemia Survey (A2A), Nijmegen Clinical Screening Instrument Survey (NCSI) and Hyperglycaemia Avoidance Scale (HAS). RESULTS Of the 422 participants (51.9% male, diabetes duration 30 [16-40] years, HbA1c 60 ± 11 mmol/mol [7.6 ± 1.0%], 351 [88.2%] used a glucose sensor; 82 [19.4%]) had IAH. Compared to individuals with normal awareness, those with IAH more often had PAID-5 scores ≥8 (35.4% vs. 21.5%, p = 0.008) and higher scores on all HFS-II subscores (total [40.2 ± 21.5 vs. 27.9 ± 17.2, p < 0.001]), HFS-II behaviour (18.5 ± 10.0 vs. 15.1 ± 8.0, p = 0.005), HFS-II worry (21.8 ± 13.5 vs. 12.7 ± 10.9, p < 0.001), HAS worries (17.5 ± 7.3 vs. 14.3 ± 7.0, p < 0.001) and NCSI hypoglycaemia items. HAS behaviour, A2A and NCSI hyperglycaemia scores did not differ between individuals with or without IAH. Restricting the analyses to individuals using a glucose sensor did not materially change the results. CONCLUSIONS Diabetes-specific distress remains a major problem among individuals with type 1 diabetes, particularly those with IAH, despite the widespread use of (intermittently scanned) sensor technology. Further studies are needed to examine strategies to lower diabetes-specific distress in individuals with IAH.
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Affiliation(s)
- Namam Ali
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Soumia El Hamdaoui
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Giesje Nefs
- Department of Medical Psychology, Radboud University Medical Center, Nijmegen, The Netherlands
- Center of Research on Psychological Disorders and Somatic Diseases (CoRPS), Department of Medical and Clinical Psychology, Tilburg University, Tilburg, The Netherlands
- Diabeter, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
| | | | - Cees J Tack
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Bastiaan E de Galan
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Internal Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- CARIM School for Cardiovascular Disease, Maastricht University, Maastricht, The Netherlands
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11
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Sepúlveda E, Jacob P, Poínhos R, Carvalho D, Vicente SG, Smith EL, Shaw JAM, Speight J, Choudhary P, de Zoysa N, Amiel SA. Changes in attitudes to awareness of hypoglycaemia during a hypoglycaemia awareness restoration programme are associated with avoidance of further severe hypoglycaemia episodes within 24 months: the A2A in HypoCOMPaSS study. Diabetologia 2023; 66:631-641. [PMID: 36538062 PMCID: PMC9947080 DOI: 10.1007/s00125-022-05847-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 10/06/2022] [Indexed: 12/25/2022]
Abstract
AIMS/HYPOTHESIS The aims of this study were to assess cognitions relating to hypoglycaemia in adults with type 1 diabetes and impaired awareness of hypoglycaemia before and after the multimodal HypoCOMPaSS intervention, and to determine cognitive predictors of incomplete response (one or more severe hypoglycaemic episodes over 24 months). METHODS This analysis included 91 adults with type 1 diabetes and impaired awareness of hypoglycaemia who completed the Attitudes to Awareness of Hypoglycaemia (A2A) questionnaire before, 24 weeks and 24 months after the intervention, which comprised a short psycho-educational programme with optimisation of insulin therapy and glucose monitoring. RESULTS The age and diabetes duration of the participants were 48±12 and 29±12 years, respectively (mean±SD). At baseline, 91% reported one or more severe hypoglycaemic episodes over the preceding 12 months; this decreased to <20% at 24 weeks and after 24 months (p=0.001). The attitudinal barrier 'hyperglycaemia avoidance prioritised' (η2p=0.250, p=0.001) decreased from baseline to 24 weeks, and this decrease was maintained at 24 months (mean±SD=5.3±0.3 vs 4.3±0.3 vs 4.0±0.3). The decrease in 'asymptomatic hypoglycaemia normalised' from baseline (η2p=0.113, p=0.045) was significant at 24 weeks (1.5±0.3 vs 0.8±0.2). Predictors of incomplete hypoglycaemia response (one or more further episodes of severe hypoglycaemia) were higher baseline rates of severe hypoglycaemia, higher baseline scores for 'asymptomatic hypoglycaemia normalised', reduced change in 'asymptomatic hypoglycaemia normalised' scores at 24 weeks, and lower baseline 'hypoglycaemia concern minimised' scores (all p<0.05). CONCLUSIONS/INTERPRETATION Participation in the HypoCOMPaSS RCT was associated with improvements in hypoglycaemia-associated cognitions, with 'hyperglycaemia avoidance prioritised' most prevalent. Incomplete prevention of subsequent severe hypoglycaemia episodes was associated with persistence of the cognition 'asymptomatic hypoglycaemia normalised'. Understanding and addressing cognitive barriers to hypoglycaemia avoidance is important in individuals prone to severe hypoglycaemia episodes. CLINICAL TRIALS REGISTRATION www.isrctn.org : ISRCTN52164803 and https://eudract.ema.europa.eu : EudraCT2009-015396-27.
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Affiliation(s)
- Eduardo Sepúlveda
- Diabetes Research Group, King's College London, London, UK
- Centre for Psychology at Universidade do Porto, Faculty of Psychology and Educational Sciences, Universidade do Porto, Porto, Portugal
| | - Peter Jacob
- Diabetes Research Group, King's College London, London, UK
- King's College Hospital NHS Foundation Trust, London, UK
| | - Rui Poínhos
- Faculty of Nutrition and Food Sciences, Universidade do Porto, Porto, Portugal
| | - Davide Carvalho
- Department of Endocrinology, Diabetes and Metabolism, Centro Hospitalar São João, Porto, Portugal
- Faculty of Medicine, Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
| | - Selene G Vicente
- Centre for Psychology at Universidade do Porto, Faculty of Psychology and Educational Sciences, Universidade do Porto, Porto, Portugal
| | - Emma L Smith
- Diabetes Research Group, King's College London, London, UK
- King's College Hospital NHS Foundation Trust, London, UK
| | - James A M Shaw
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK.
| | - Jane Speight
- School of Psychology, Deakin University, Geelong, VIC, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, VIC, Australia
| | - Pratik Choudhary
- Diabetes Research Group, King's College London, London, UK
- King's College Hospital NHS Foundation Trust, London, UK
- Leicester Diabetes Centre, University of Leicester, Leicester, UK
| | - Nicole de Zoysa
- Diabetes Research Group, King's College London, London, UK
- King's College Hospital NHS Foundation Trust, London, UK
| | - Stephanie A Amiel
- Diabetes Research Group, King's College London, London, UK.
- King's College Hospital NHS Foundation Trust, London, UK.
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12
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Søholm U, Broadley M, Zaremba N, Divilly P, Nefs G, Carlton J, Mader JK, Baumann PM, Gomes M, Martine-Edith G, Pollard DJ, Rath D, Heller S, Pedersen-Bjergaard U, McCrimmon RJ, Renard E, Evans M, de Galan B, Forkmann T, Amiel SA, Hendrieckx C, Speight J, Choudhary P, Pouwer F. Psychometric properties of an innovative smartphone application to investigate the daily impact of hypoglycemia in people with type 1 or type 2 diabetes: The Hypo-METRICS app. PLoS One 2023; 18:e0283148. [PMID: 36930585 PMCID: PMC10022775 DOI: 10.1371/journal.pone.0283148] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 03/02/2023] [Indexed: 03/18/2023] Open
Abstract
INTRODUCTION The aim of this study was to determine the acceptability and psychometric properties of the Hypo-METRICS (Hypoglycemia MEasurement, ThResholds and ImpaCtS) application (app): a novel tool designed to assess the direct impact of symptomatic and asymptomatic hypoglycemia on daily functioning in people with insulin-treated diabetes. MATERIALS AND METHODS 100 adults with type 1 diabetes mellitus (T1DM, n = 64) or insulin-treated type 2 diabetes mellitus (T2DM, n = 36) completed three daily 'check-ins' (morning, afternoon and evening) via the Hypo-METRICs app across 10 weeks, to respond to 29 unique questions about their subjective daily functioning. Questions addressed sleep quality, energy level, mood, affect, cognitive functioning, fear of hypoglycemia and hyperglycemia, social functioning, and work/productivity. Completion rates, structural validity, internal consistency, and test-retest reliability were explored. App responses were correlated with validated person-reported outcome measures to investigate convergent (rs>±0.3) and divergent (rs<±0.3) validity. RESULTS Participants' mean±SD age was 54±16 years, diabetes duration was 23±13 years, and most recent HbA1c was 56.6±9.8 mmol/mol. Participants submitted mean±SD 191±16 out of 210 possible 'check-ins' (91%). Structural validity was confirmed with multi-level confirmatory factor analysis showing good model fit on the adjusted model (Comparative Fit Index >0.95, Root-Mean-Square Error of Approximation <0.06, Standardized Root-Mean-square Residual<0.08). Scales had satisfactory internal consistency (all ω≥0.5), and high test-retest reliability (rs≥0.7). Convergent and divergent validity were demonstrated for most scales. CONCLUSION High completion rates and satisfactory psychometric properties demonstrated that the Hypo-METRICS app is acceptable to adults with T1DM and T2DM, and a reliable and valid tool to explore the daily impact of hypoglycemia.
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Affiliation(s)
- Uffe Søholm
- Medical & Science, Patient Focused Drug Development, Novo Nordisk A/S, Søborg, Denmark
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Faculty of Life Sciences and Medicine, Department of Diabetes, School of Cardiovascular Medicine and Sciences, King’s College London, London, United Kingdom
- * E-mail:
| | - Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Natalie Zaremba
- Faculty of Life Sciences and Medicine, Department of Diabetes, School of Cardiovascular Medicine and Sciences, King’s College London, London, United Kingdom
| | - Patrick Divilly
- Faculty of Life Sciences and Medicine, Department of Diabetes, School of Cardiovascular Medicine and Sciences, King’s College London, London, United Kingdom
| | - Giesje Nefs
- Department of Medical Psychology, Radboud Institute for Health Sciences, Radboud University Medical Centre, Nijmegen, the Netherlands
- Department of Medical and Clinical Psychology, Tilburg University, Tilburg, the Netherlands
- National Treatment and Research Center for Children, Adolescents and Adults with Type 1 Diabetes, Rotterdam, The Netherlands
| | - Jill Carlton
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, United Kingdom
| | - Julia K. Mader
- Department of Internal Medicine, Division of Endocrinology and Diabetology, Medical University of Graz, Graz, Austria
| | | | - Mikel Gomes
- Digital Therapeutics, Scientific Modelling, Novo Nordisk A/S, Søborg, Denmark
| | - Gilberte Martine-Edith
- Faculty of Life Sciences and Medicine, Department of Diabetes, School of Cardiovascular Medicine and Sciences, King’s College London, London, United Kingdom
| | - Daniel J. Pollard
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, United Kingdom
| | - Dajana Rath
- Department of Clinical Psychology, University of Duisburg-Essen, Essen, Germany
| | - Simon Heller
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, United Kingdom
| | - Ulrik Pedersen-Bjergaard
- Department of Endocrinology and Nephrology, Nordsjællands Hospital Hillerød, Hillerød, Denmark
- Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Rory J. McCrimmon
- Systems Medicine, School of Medicine, University of Dundee, Dundee, United Kingdom
| | - Eric Renard
- Department of Endocrinology, Diabetes, Nutrition, Montpellier University Hospital, Montpellier, France
- Institute of Functional Genomics, University of Montpellier, CNRS, INSERM, Montpellier, France
| | - Mark Evans
- Welcome Trust-MRC Institute of Metabolic Science and Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Bastiaan de Galan
- Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
- Department of Internal Medicine, Division of Endocrinology and Metabolic Disease, Maastricht University Medical Centre, Maastricht, the Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, the Netherlands
| | - Thomas Forkmann
- Department of Clinical Psychology, University of Duisburg-Essen, Essen, Germany
| | - Stephanie A. Amiel
- Faculty of Life Sciences and Medicine, Department of Diabetes, School of Cardiovascular Medicine and Sciences, King’s College London, London, United Kingdom
| | - Christel Hendrieckx
- School of Psychology, Deakin University, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Australia
| | - Jane Speight
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- School of Psychology, Deakin University, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Australia
| | - Pratik Choudhary
- Faculty of Life Sciences and Medicine, Department of Diabetes, School of Cardiovascular Medicine and Sciences, King’s College London, London, United Kingdom
- Diabetes Research Centre, University of Leicester, Leicester, United Kingdom
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- School of Psychology, Deakin University, Geelong, Australia
- Steno Diabetes Center Odense (SDCO), Odense, Denmark
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13
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Maclean RH, Jacob P, Choudhary P, Heller SR, Toschi E, Kariyawasam D, Brooks A, Kendall M, de Zoysa N, Gonder-Frederick LA, Amiel SA. Hypoglycemia Subtypes in Type 1 Diabetes: An Exploration of the Hypoglycemia Fear Survey-II. Diabetes Care 2022; 45:538-546. [PMID: 35043151 PMCID: PMC8918257 DOI: 10.2337/dc21-1120] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 12/09/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The Hypoglycemia Fear Survey-II (HFS-II) is a well-validated measure of fear of hypoglycemia in people with type 1 diabetes. The aim of this study was to explore the relationships between hypoglycemia worries, behaviors, and cognitive barriers to hypoglycemia avoidance and hypoglycemia awareness status, severe hypoglycemia, and HbA1c. RESEARCH DESIGN AND METHODS Participants with type 1 diabetes (n = 178), with the study population enriched for people at risk for severe hypoglycemia (49%), completed questionnaires for assessing hypoglycemia fear (HFS-II), hyperglycemia avoidance (Hyperglycemia Avoidance Scale [HAS]), diabetes distress (Problem Areas In Diabetes [PAID]), and cognitive barriers to hypoglycemia avoidance (Attitudes to Awareness of Hypoglycemia [A2A]). Exploratory factor analysis was applied to the HFS-II. We sought to establish clusters based on HFS-II, A2A, Gold, HAS, and PAID using k-means clustering. RESULTS Four HFS-II factors were identified: Sought Safety, Restricted Activity, Ran High, and Worry. While Sought Safety, Restricted Activity, and Worry increased with progressively impaired awareness and recurrent severe hypoglycemia, Ran High did not. With cluster analysis we outlined four clusters: two clusters with preserved hypoglycemia awareness were differentiated by low fear/low cognitive barriers to hypoglycemia avoidance (cluster 1) versus high fear and distress and increased Ran High behaviors (cluster 2). Two clusters with impaired hypoglycemia awareness were differentiated by low fear/high cognitive barriers (cluster 3) as well as high fear/low cognitive barriers (cluster 4). CONCLUSIONS This is the first study to define clusters of hypoglycemia experience by worry, behaviors, and cognitive barriers to hypoglycemia avoidance. The resulting subtypes may be important in understanding and treating problematic hypoglycemia.
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Affiliation(s)
- Rory H. Maclean
- Department of Diabetes, Faculty of Life Sciences, King’s College London, London, U.K
- King’s College Hospital NHS Foundation Trust, London, U.K
| | - Peter Jacob
- Department of Diabetes, Faculty of Life Sciences, King’s College London, London, U.K
- King’s College Hospital NHS Foundation Trust, London, U.K
| | - Pratik Choudhary
- Department of Diabetes, Faculty of Life Sciences, King’s College London, London, U.K
- University of Leicester, Leicester, U.K
| | | | - Elena Toschi
- Joslin Diabetes Centre, Harvard Medical School, Boston, MA
| | | | - Augustin Brooks
- University Hospitals Dorset NHS Foundation Trust, Bournemouth, U.K
| | - Mike Kendall
- HARPdoc Patient Group, Department of Diabetes, King’s College London, London, U.K
| | | | - Linda A. Gonder-Frederick
- Center for Diabetes Technology, Department of Psychiatry and Neurobehavioral Sciences, University of Virginia, Charlottesville, VA
| | - Stephanie A. Amiel
- Department of Diabetes, Faculty of Life Sciences, King’s College London, London, U.K
- King’s College Hospital NHS Foundation Trust, London, U.K
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14
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Lin YK, Richardson CR, Dobrin I, DeJonckheere MJ, Mizokami-Stout K, Fetters MD, Aikens JE, Fisher SJ, Ye W, Pop-Busui R. Beliefs Around Hypoglycemia and Their Impacts on Hypoglycemia Outcomes in Individuals with Type 1 Diabetes and High Risks for Hypoglycemia Despite Using Advanced Diabetes Technologies. Diabetes Care 2022; 45:520-528. [PMID: 35015079 PMCID: PMC8918194 DOI: 10.2337/dc21-1285] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Accepted: 11/29/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE This study aimed to 1) identify the frequency of severe and level 2 hypoglycemia presenting in individuals with type 1 diabetes using continuous glucose monitoring systems (CGMs), including those with concomitant closed-loop insulin pumps, in a clinical practice setting and 2) evaluate the impact of beliefs around hypoglycemia in the development of severe and level 2 hypoglycemia in this population. RESEARCH DESIGN AND METHODS A cross-sectional survey study in adults with type 1 diabetes using CGMs >6 months was conducted at a large tertiary academic center. Participant demographics, 6-month severe hypoglycemia history, hypoglycemia beliefs (with the Attitude to Awareness of Hypoglycemia questionnaire), and 4-week CGM glucose data were collected. Statistical analysis was performed to assess the presentation of severe and level 2 hypoglycemia and identify associated risk factors. RESULTS A total of 289 participants were recruited (including 257 participants with CGM data within the last 3 months). Of these, 25.6% experienced at least one severe hypoglycemic episode in the last 6 months, and 13.6% presented with ≥1% of time in level 2 hypoglycemia on CGMs. Reporting beliefs about prioritizing hyperglycemia avoidance was associated with severe hypoglycemia development (P < 0.001), while having beliefs of minimal concerns for hypoglycemia was associated with spending ≥1% of time in level 2 hypoglycemia (P = 0.038). CONCLUSIONS Despite the use of advanced diabetes technologies, severe and level 2 hypoglycemia continues to occur in individuals with type 1 diabetes and high hypoglycemia risks. Human factors, including beliefs around hypoglycemia, may continue to impact the effectiveness of glucose self-management.
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Affiliation(s)
- Yu Kuei Lin
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | | | - Iulia Dobrin
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Melissa J DeJonckheere
- Department of Family Medicine, University of Michigan Medical School, Ann Arbor, MI.,Mixed Methods Program, Department of Family Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Kara Mizokami-Stout
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Michael D Fetters
- Department of Family Medicine, University of Michigan Medical School, Ann Arbor, MI.,Mixed Methods Program, Department of Family Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - James E Aikens
- Department of Family Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Simon J Fisher
- Division of Endocrinology, Diabetes and Metabolism, Department of Internal Medicine, University of Kentucky College of Medicine, Lexington, KY
| | - Wen Ye
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Rodica Pop-Busui
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
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15
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Søholm U, Broadley M, Zaremba N, Divilly P, Nefs G, Mahmoudi Z, de Galan B, Pedersen-Bjergaard U, Brennan A, Pollard DJ, McCrimmon RJ, A Amiel S, Hendrieckx C, Speight J, Choudhary P, Pouwer F. Investigating the day-to-day impact of hypoglycaemia in adults with type 1 or type 2 diabetes: design and validation protocol of the Hypo-METRICS application. BMJ Open 2022; 12:e051651. [PMID: 35105572 PMCID: PMC8808414 DOI: 10.1136/bmjopen-2021-051651] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
INTRODUCTION Hypoglycaemia is a frequent adverse event and major barrier for achieving optimal blood glucose levels in people with type 1 or type 2 diabetes using insulin. The Hypo-RESOLVE (Hypoglycaemia-Redefining SOLutions for better liVEs) consortium aims to further our understanding of the day-to-day impact of hypoglycaemia. The Hypo-METRICS (Hypoglycaemia-MEasurement, ThResholds and ImpaCtS) application (app) is a novel app for smartphones. This app is developed as part of the Hypo-RESOLVE project, using ecological momentary assessment methods that will minimise recall bias and allow for robust investigation of the day-to-day impact of hypoglycaemia. In this paper, the development and planned psychometric analyses of the app are described. METHODS AND ANALYSIS The three phases of development of the Hypo-METRICS app are: (1) establish a working group-comprising diabetologists, psychologists and people with diabetes-to define the problem and identify relevant areas of daily functioning; (2) develop app items, with user-testing, and implement into the app platform; and (3) plan a large-scale, multicountry study including interviews with users and psychometric validation. The app includes 7 modules (29 unique items) assessing: self-report of hypoglycaemic episodes (during the day and night, respectively), sleep quality, well-being/cognitive function, social interactions, fear of hypoglycaemia/hyperglycaemia and work/productivity. The app is designed for use within three fixed time intervals per day (morning, afternoon and evening). The first version was released mid-2020 for use (in conjunction with continuous glucose monitoring and activity tracking) in the Hypo-METRICS study; an international observational longitudinal study. As part of this study, semistructured user-experience interviews and psychometric analyses will be conducted. ETHICS AND DISSEMINATION Use of the novel Hypo-METRICS app in a multicountry clinical study has received ethical approval in each of the five countries involved (Oxford B Research Ethics Committee, CMO Region Arnhem-Nijmegen, Ethikkommission der Medizinischen Universität Graz, Videnskabsetisk Komite for Region Hovedstaden and the Comite Die Protection Des Personnes SUD Mediterranne IV). The results from the study will be published in peer review journals and presented at national and international conferences. TRIAL REGISTRATION NUMBER NCT04304963.
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Affiliation(s)
- Uffe Søholm
- Department of Diabetes, King's College London, School of Life Course Sciences, London, UK
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Natalie Zaremba
- Department of Diabetes, King's College London, School of Life Course Sciences, London, UK
| | - Patrick Divilly
- Department of Diabetes, King's College London, School of Life Course Sciences, London, UK
| | - Giesje Nefs
- Department of Medical Psychology, Radboud University Medical Centre, Radboud Institute for Health Sciences, Nijmegen, The Netherlands
- Department of Medical and Clinical Psychology, Tilburg University, Tilburg, Noord-Brabant, The Netherlands
- Diabeter, National treatment and research center for children, adolescents and adults with type 1 diabetes, Rotterdam, Netherlands
| | - Zeinab Mahmoudi
- Department of Diabetes, King's College London, School of Life Course Sciences, London, UK
- Digital Therapeutics, Novo Nordisk A/S, Søborg, Denmark
| | - Bastiaan de Galan
- Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, The Netherlands
- Department of Internal Medicine, Maastricht University Medical Centre, Division of Endocrinology and Metabolic Disease, Maastricht, Limburg, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Ulrik Pedersen-Bjergaard
- Department of Endocrinology & Nephrology, Endocrine Section, Nordsjællands Hospital, Hillerød, Hillerød, Denmark
- Faculty of Health Sciences, Copenhagen University, Copenhagen, Denmark
| | - Alan Brennan
- School of Health & Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Daniel John Pollard
- School of Health & Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Rory J McCrimmon
- Systems Medicine, School of Medicine, University of Dundee, Dundee, UK
| | - Stephanie A Amiel
- Department of Diabetes, King's College London, School of Life Course Sciences, London, UK
| | - Christel Hendrieckx
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Australia Victoria, Melbourne, Victoria, Australia
- School of Psychology, Deakin University, Geelong, Victoria, Australia
| | - Jane Speight
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Australia Victoria, Melbourne, Victoria, Australia
- School of Psychology, Deakin University, Geelong, Victoria, Australia
| | - Pratik Choudhary
- Department of Diabetes, King's College London, School of Life Course Sciences, London, UK
- Diabetes Research Centre, University of Leicester, UK LE5 4PW, Leicester, UK
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- School of Psychology, Deakin University, Geelong, Victoria, Australia
- Steno Diabetes Center Odense (SDCO), Odense, Denmark
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Matlock KA, Broadley M, Hendrieckx C, Clowes M, Sutton A, Heller SR, de Galan BE, Pouwer F, Speight J. Changes in quality of life following hypoglycaemia in adults with type 2 diabetes: A systematic review of longitudinal studies. Diabet Med 2022; 39:e14706. [PMID: 34596292 PMCID: PMC9293422 DOI: 10.1111/dme.14706] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 09/28/2021] [Indexed: 12/21/2022]
Abstract
AIM To conduct a systematic review of published studies reporting on the longitudinal impacts of hypoglycaemia on quality of life (QoL) in adults with type 2 diabetes. METHOD Database searches with no restrictions by language or date were conducted in MEDLINE, Cochrane Library, CINAHL and PsycINFO. Studies were included for review if they used a longitudinal design (e.g. cohort studies, randomised controlled trials) and reported on the association between hypoglycaemia and changes over time in patient-reported outcomes related to QoL. RESULTS In all, 20 longitudinal studies published between 1998 and 2020, representing 50,429 adults with type 2 diabetes, were selected for review. A descriptive synthesis following Synthesis Without Meta-analysis guidelines indicated that self-treated symptomatic hypoglycaemia was followed by impairments in daily functioning along with elevated symptoms of generalised anxiety, diabetes distress and fear of hypoglycaemia. Severe hypoglycaemic events were associated with reduced confidence in diabetes self-management and lower ratings of perceived health over time. Frequent hypoglycaemia was followed by reduced energy levels and diminished emotional well-being. There was insufficient evidence, however, to conclude that hypoglycaemia impacted sleep quality, depressive symptoms, general mood, social support or overall diabetes-specific QoL. CONCLUSIONS Longitudinal evidence in this review suggests hypoglycaemia is a common occurrence among adults with type 2 diabetes that impacts key facets in the physical and psychological domains of QoL. Nonetheless, additional longitudinal research is needed-in particular, studies targeting diverse forms of hypoglycaemia, more varied facets of QoL and outcomes assessed using hypoglycaemia-specific measures.
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Affiliation(s)
- Kevin A. Matlock
- Psychology DepartmentUniversity of Southern DenmarkOdenseDenmark
| | - Melanie Broadley
- Psychology DepartmentUniversity of Southern DenmarkOdenseDenmark
| | - Christel Hendrieckx
- Australian Centre for Behavioural Research in DiabetesMelbourneVictoriaAustralia
| | - Mark Clowes
- School of Health and Related ResearchUniversity of SheffieldSheffieldUK
| | - Anthea Sutton
- School of Health and Related ResearchUniversity of SheffieldSheffieldUK
| | - Simon R. Heller
- Sheffield Teaching Hospitals Foundation TrustSheffieldUK
- Department of Oncology and MetabolismUniversity of SheffieldSheffieldUK
| | - Bastiaan E. de Galan
- Department of Internal MedicineRadboud University Nijmegen Medical CentreNijmegenThe Netherlands
- Division of EndocrinologyDepartment of Internal MedicineMaastricht University Medical CentreMaastrichtThe Netherlands
- CARIM School for Cardiovascular DiseasesMaastricht UniversityMaastrichtThe Netherlands
| | - Frans Pouwer
- Psychology DepartmentUniversity of Southern DenmarkOdenseDenmark
- Steno Diabetes CenterOdenseDenmark
| | - Jane Speight
- Australian Centre for Behavioural Research in DiabetesMelbourneVictoriaAustralia
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17
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Bisio A, Anderson S, Norlander L, O'Malley G, Robic J, Ogyaadu S, Hsu L, Levister C, Ekhlaspour L, Lam DW, Levy C, Buckingham B, Breton MD. Impact of a Novel Diabetes Support System on a Cohort of Individuals With Type 1 Diabetes Treated With Multiple Daily Injections: A Multicenter Randomized Study. Diabetes Care 2022; 45:186-193. [PMID: 34794973 PMCID: PMC8753765 DOI: 10.2337/dc21-0838] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Accepted: 10/27/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Achieving optimal glycemic control for many individuals with type 1 diabetes (T1D) remains challenging, even with the advent of newer management tools, including continuous glucose monitoring (CGM). Modern management of T1D generates a wealth of data; however, use of these data to optimize glycemic control remains limited. We evaluated the impact of a CGM-based decision support system (DSS) in patients with T1D using multiple daily injections (MDI). RESEARCH DESIGN AND METHODS The studied DSS included real-time dosing advice and retrospective therapy optimization. Adults and adolescents (age >15 years) with T1D using MDI were enrolled at three sites in a 14-week randomized controlled trial of MDI + CGM + DSS versus MDI + CGM. All participants (N = 80) used degludec basal insulin and Dexcom G5 CGM. CGM-based and patient-reported outcomes were analyzed. Within the DSS group, ad hoc analysis further contrasted active versus nonactive DSS users. RESULTS No significant differences were detected between experimental and control groups (e.g., time in range [TIR] +3.3% with CGM vs. +4.4% with DSS). Participants in both groups reported lower HbA1c (-0.3%; P = 0.001) with respect to baseline. While TIR may have improved in both groups, it was statistically significant only for DSS; the same was apparent for time spent <60 mg/dL. Active versus nonactive DSS users showed lower risk of and exposure to hypoglycemia with system use. CONCLUSIONS Our DSS seems to be a feasible option for individuals using MDI, although the glycemic benefits associated with use need to be further investigated. System design, therapy requirements, and target population should be further refined prior to use in clinical care.
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Affiliation(s)
- Alessandro Bisio
- 1Center for Diabetes Technology, School of Medicine, University of Virginia, Charlottesville, VA
| | - Stacey Anderson
- 1Center for Diabetes Technology, School of Medicine, University of Virginia, Charlottesville, VA
| | | | | | - Jessica Robic
- 1Center for Diabetes Technology, School of Medicine, University of Virginia, Charlottesville, VA
| | | | - Liana Hsu
- 2School of Medicine, Stanford University, Stanford, CA
| | | | | | - David W Lam
- 3Icahn School of Medicine at Mount Sinai, New York, NY
| | - Carol Levy
- 3Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Marc D Breton
- 1Center for Diabetes Technology, School of Medicine, University of Virginia, Charlottesville, VA
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18
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Kudva YC, Laffel LM, Brown SA, Raghinaru D, Pinsker JE, Ekhlaspour L, Levy CJ, Messer LH, Kovatchev BP, Lum JW, Beck RW, Gonder-Frederick L. Patient-Reported Outcomes in a Randomized Trial of Closed-Loop Control: The Pivotal International Diabetes Closed-Loop Trial. Diabetes Technol Ther 2021; 23:673-683. [PMID: 34115959 PMCID: PMC8573794 DOI: 10.1089/dia.2021.0089] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
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.
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Affiliation(s)
- Yogish C. Kudva
- Division of Endocrinology, Diabetes, Metabolism and Nutrition, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Lori M. Laffel
- Research Division, Joslin Diabetes Center and Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
| | - Sue A. Brown
- University of Virginia Center for Diabetes Technology, Charlottesville, Virginia, USA
- Division of Endocrinology, Department of Medicine, University of Virginia, Charlottesville, Virginia, USA
| | - Dan Raghinaru
- Jaeb Center for Health Research, Tampa, Florida, USA
| | | | - Laya Ekhlaspour
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA
| | - Carol J. Levy
- Division of Endocrinology, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Laurel H. Messer
- Barbara Davis Center for Diabetes, University of Colorado, Anschutz Medical Campus, Aurora, Colorado, USA
| | - Boris P. Kovatchev
- University of Virginia Center for Diabetes Technology, Charlottesville, Virginia, USA
| | - John W. Lum
- Jaeb Center for Health Research, Tampa, Florida, USA
- Address correspondence to: John W. Lum, MS, Jaeb Center for Health Research, 15310 Amberly Dr, Suite 350, Tampa, FL 33647, USA.
| | - Roy W. Beck
- Jaeb Center for Health Research, Tampa, Florida, USA
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19
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Polonsky WH, Fortmann AL, Price D, Fisher L. "Hyperglycemia aversiveness": Investigating an overlooked problem among adults with type 1 diabetes. J Diabetes Complications 2021; 35:107925. [PMID: 33836966 DOI: 10.1016/j.jdiacomp.2021.107925] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 03/18/2021] [Accepted: 03/22/2021] [Indexed: 11/15/2022]
Abstract
AIMS To investigate the problem of adults with type 1 diabetes (T1D) who purposefully keep their glucose levels low, and to explore contributors to, and possible impact of, this potentially dangerous phenomenon. METHODS We developed three self-report items as a means to identify individuals who endorse a consistent preference for hypoglycemia over hyperglycemia ("Hyperglycemia Aversives"). In a large T1D survey (n = 219), validated measures of well-being, emotional distress and hypoglycemic awareness, and glycemic metrics derived from the past 14-day period, were used to examine whether Hyperglycemia Aversives could be characterized as a distinct group. RESULTS Hyperglycemia Aversives comprised 16.4% of the sample. This unique group demonstrated significantly higher mean %TIR (71.6% vs. 63.6%) and %TBR (5.1% vs. 2.2%), lower mean %TAR > 250 mg/dL (6.0% vs. 10.1%), and higher rates of impaired hypoglycemic awareness and recurrent severe hypoglycemia episodes than the remaining study sample ("Non-Aversives") (all ps < 0.01). The two groups did not demonstrate significant differences on psychosocial outcomes. CONCLUSIONS We identified a group of T1D adults reporting a consistent preference for hypoglycemia over hyperglycemia. These individuals achieve significantly greater %TIR and less %TAR, but at the cost of greater %TBR and more frequent severe hypoglycemia episodes.
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Affiliation(s)
- W H Polonsky
- Behavioral Diabetes Institute, San Diego, CA, United States of America; Department of Medicine, University of California, San Diego, CA, United States of America.
| | - A L Fortmann
- Scripps Whittier Diabetes Institute, Scripps Health, La Jolla, CA, United States of America
| | - D Price
- Dexcom, Inc., San Diego, CA, United States of America
| | - L Fisher
- Department of Family and Community Medicine, University of California, San Francisco, CA, United States of America
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20
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Deshpande S, Pinsker JE, Church MM, Piper M, Andre C, Massa J, Doyle III FJ, Eisenberg DM, Dassau E. Randomized Crossover Comparison of Automated Insulin Delivery Versus Conventional Therapy Using an Unlocked Smartphone with Scheduled Pasta and Rice Meal Challenges in the Outpatient Setting. Diabetes Technol Ther 2020; 22:865-874. [PMID: 32319791 PMCID: PMC7757622 DOI: 10.1089/dia.2020.0022] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Background: Automated Insulin Delivery (AID) hybrid closed-loop systems have not been well studied in the context of prescribed meals. We evaluated performance of our interoperable artificial pancreas system (iAPS) in the at-home setting, running on an unlocked smartphone, with scheduled meal challenges in a randomized crossover trial. Methods: Ten adults with type 1 diabetes completed 2 weeks of AID-based control and 2 weeks of conventional therapy in random order where they consumed regular pasta or extra-long grain white rice as part of a complete dinner meal on six different occasions in both arms (each meal thrice in random order). Surveys assessed satisfaction with AID use. Results: Postprandial differences in conventional therapy were 10,919.0 mg/dL × min (95% confidence interval [CI] 3190.5-18,648.0, P = 0.009) for glucose area under the curve (AUC) and 40.9 mg/dL (95% CI 4.6-77.3, P = 0.03) for peak continuous glucose monitor glucose, with rice showing greater increases than pasta. White rice resulted in a lower estimate over pasta by a factor of 0.22 (95% CI 0.08-0.63, P = 0.004) for AUC under 70 mg/dL. These glycemic differences in both meal types were reduced under AID-based control and were not statistically significant, where 0-2 h insulin delivery decreased by 0.45 U for pasta (P = 0.001) and by 0.27 U for white rice (P = 0.01). Subjects reported high overall satisfaction with the iAPS. Conclusions: The AID system running on an unlocked smartphone improved postprandial glucose control over conventional therapy in the setting of challenging meals in the outpatient setting. Clinical Trial Registry: clinicaltrials.gov NCT03767790.
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Affiliation(s)
- Sunil Deshpande
- Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts, USA
- Sansum Diabetes Research Institute, Santa Barbara, California, USA
| | | | - Mei Mei Church
- Sansum Diabetes Research Institute, Santa Barbara, California, USA
| | - Molly Piper
- Sansum Diabetes Research Institute, Santa Barbara, California, USA
| | - Camille Andre
- Sansum Diabetes Research Institute, Santa Barbara, California, USA
| | - Jennifer Massa
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Francis J. Doyle III
- Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts, USA
- Sansum Diabetes Research Institute, Santa Barbara, California, USA
| | - David M. Eisenberg
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Eyal Dassau
- Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts, USA
- Sansum Diabetes Research Institute, Santa Barbara, California, USA
- Joslin Diabetes Center, Boston, Massachusetts, USA
- Address correspondence to: Eyal Dassau, PhD, Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, 29 Oxford St., Rm. 317, Cambridge, MA 02138, USA
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21
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Flatt AJS, Little SA, Speight J, Leelarathna L, Walkinshaw E, Tan HK, Bowes A, Lubina-Solomon A, Holmes-Truscott E, Chadwick TJ, Wood R, McDonald TJ, Kerr D, Flanagan D, Brooks A, Heller SR, Evans ML, Shaw JAM. Predictors of Recurrent Severe Hypoglycemia in Adults With Type 1 Diabetes and Impaired Awareness of Hypoglycemia During the HypoCOMPaSS Study. Diabetes Care 2020; 43:44-52. [PMID: 31484666 DOI: 10.2337/dc19-0630] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Accepted: 08/06/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The HypoCOMPaSS study was designed to test the hypothesis that successful avoidance of biochemical hypoglycemia without compromising overall glycemic control would restore sufficient hypoglycemia awareness to prevent recurrent severe hypoglycemia in the majority of participants with established type 1 diabetes. Before starting the study, we planned to investigate associations between baseline characteristics and recurrent severe hypoglycemia over 2 years' follow-up. RESEARCH DESIGN AND METHODS A total of 96 adults with type 1 diabetes and impaired awareness of hypoglycemia participated in a 24-week 2 × 2 factorial randomized controlled trial comparing insulin delivery and glucose monitoring modalities, with the goal of rigorous biochemical hypoglycemia avoidance. The analysis included 71 participants who had experienced severe hypoglycemia in the 12-month prestudy with confirmed absence (complete responder) or presence (incomplete responder) of severe hypoglycemia over 24 months' follow-up. RESULTS There were 43 (61%) complete responders and 28 (39%) incomplete responders experiencing mean ± SD 1.5 ± 1.0 severe hypoglycemia events/person-year. At 24 months, incomplete responders spent no more time with glucose ≤3 mmol/L (1.4 ± 2.1% vs. 3.0 ± 4.8% for complete responders; P = 0.26), with lower total daily insulin dose (0.45 vs. 0.58 units/24 h; P = 0.01) and greater impairment of hypoglycemia awareness (Clarke score: 3.8 ± 2.2 vs. 2.0 ± 1.9; P = 0.01). Baseline severe hypoglycemia rate (16.9 ± 16.3 vs. 6.4 ± 10.8 events/person-year; P = 0.002) and fear of hypoglycemia were higher in incomplete responders. Peripheral neuropathy was more prevalent in incomplete responders (11 [39%] vs. 2 [4.7%]; P < 0.001) with a trend toward increased autonomic neuropathy. CONCLUSIONS Recurrent severe hypoglycemia was associated with higher preintervention severe hypoglycemia rate, fear of hypoglycemia, and concomitant neuropathy.
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Affiliation(s)
- Anneliese J S Flatt
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, U.K.,Newcastle Diabetes Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, U.K
| | - Stuart A Little
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, U.K.,Newcastle Diabetes Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, U.K
| | - Jane Speight
- School of Psychology, Deakin University, Geelong, Victoria, Australia.,The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia.,AHP Research, Hornchurch, U.K
| | - Lalantha Leelarathna
- Wellcome Trust-MRC Institute of Metabolic Science Metabolic Research Laboratories, University of Cambridge, Cambridge, U.K
| | - Emma Walkinshaw
- School of Medicine and Biomedical Sciences, The University of Sheffield, Sheffield, U.K
| | - Horng Kai Tan
- Peninsula College of Medicine and Dentistry, Plymouth, U.K
| | - Anita Bowes
- Bournemouth Diabetes and Endocrine Centre, Royal Bournemouth Hospital, Bournemouth, U.K
| | | | - Elizabeth Holmes-Truscott
- Newcastle Diabetes Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, U.K.,School of Psychology, Deakin University, Geelong, Victoria, Australia
| | - Thomas J Chadwick
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, U.K
| | - Ruth Wood
- Newcastle Clinical Trials Unit, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, U.K
| | - Timothy J McDonald
- Institute of Biomedical and Clinical Science, College of Medicine and Health, University of Exeter, Exeter, U.K
| | - David Kerr
- Bournemouth Diabetes and Endocrine Centre, Royal Bournemouth Hospital, Bournemouth, U.K.,Sansum Diabetes Research Institute, Santa Barbara, CA
| | | | - Augustin Brooks
- Bournemouth Diabetes and Endocrine Centre, Royal Bournemouth Hospital, Bournemouth, U.K
| | - Simon R Heller
- School of Medicine and Biomedical Sciences, The University of Sheffield, Sheffield, U.K
| | - Mark L Evans
- Wellcome Trust-MRC Institute of Metabolic Science Metabolic Research Laboratories, University of Cambridge, Cambridge, U.K
| | - James A M Shaw
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, U.K. .,Newcastle Diabetes Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, U.K
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22
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Amiel SA, Choudhary P, Jacob P, Smith EL, De Zoysa N, Gonder-Frederick L, Kendall M, Heller S, Brooks A, Toschi E, Kariyawasam D, Potts L, Healy A, Rogers H, Sevdalis N, Stadler M, Qayyum M, Bakolis I, Goldsmith K. Hypoglycaemia Awareness Restoration Programme for People with Type 1 Diabetes and Problematic Hypoglycaemia Persisting Despite Optimised Self-care (HARPdoc): protocol for a group randomised controlled trial of a novel intervention addressing cognitions. BMJ Open 2019; 9:e030356. [PMID: 31209097 PMCID: PMC6588968 DOI: 10.1136/bmjopen-2019-030356] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2019] [Revised: 04/10/2019] [Accepted: 04/12/2019] [Indexed: 12/21/2022] Open
Abstract
INTRODUCTION Severe hypoglycaemia (SH), when blood glucose falls too low to support brain function, is the most feared acute complication of insulin therapy for type 1 diabetes mellitus (T1DM). 10% of people with T1DM contribute nearly 70% of all episodes, with impaired awareness of hypoglycaemia (IAH) a major risk factor. People with IAH may be refractory to conventional approaches to reduce SH, with evidence for cognitive barriers to hypoglycaemia avoidance. This paper describes the protocol for the Hypoglycaemia Awareness Restoration Programme for People with Type 1 Diabetes and Problematic Hypoglycaemia Persisting Despite Optimised Self-care (HARPdoc) study, a trial to assess the impact on hypoglycaemia experience of a novel intervention that addresses cognitive barriers to hypoglycaemia avoidance, compared with an existing control intervention, recommended by the National Institute of Health and Care Excellence. METHODS AND ANALYSIS A randomised parallel two-arm trial of two group therapies: HARPdoc versus Blood Glucose Awareness Training, among 96 adults with T1DM and problematic hypoglycaemia, despite attendance at education with or without technology use, in four centres providing specialist T1DM services. The primary outcome will be the SH rate at 12 and/or 24 months after randomisation to either course. Secondary outcomes include rates of SH requiring parenteral therapy, involving unconsciousness or needing emergency services; hypoglycaemia awareness status, overall diabetes control and quality of life measures. An implementation study to evaluate how the interventions are delivered and how implementation impacts on clinical effectiveness is planned as a parallel study, with its own protocol. ETHICS AND DISSEMINATION The protocol was approved by the London Dulwich Research Ethics Committee, the Health Research Authority, National Health Service R&D and the Institutional Review Board of the Joslin Diabetes Center in the USA. Study findings will be disseminated to study participants and through peer-reviewed publications and conference presentations, including user groups. TRIAL REGISTRATION NUMBER NCY02940873; Pre-results.
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Affiliation(s)
- Stephanie A Amiel
- Diabetes Department, Denmark Hill Campus, King's College London Faculty of Life Sciences and Medicine, London, UK
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, UK
| | - Pratik Choudhary
- Diabetes Department, Denmark Hill Campus, King's College London Faculty of Life Sciences and Medicine, London, UK
| | - Peter Jacob
- Diabetes Department, Denmark Hill Campus, King's College London Faculty of Life Sciences and Medicine, London, UK
| | - Emma Lauretta Smith
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, UK
| | - Nicole De Zoysa
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, UK
| | - Linda Gonder-Frederick
- Department of Psychiatry and Behavioral Sciences, University of Virginia, Charlottesville, Virginia, USA
| | - Mike Kendall
- Diabetes Department, Denmark Hill Campus, King's College London Faculty of Life Sciences and Medicine, London, UK
| | - Simon Heller
- School of Medicine and Biomedical Sciences, University of Sheffield Faculty of Medicine Dentistry and Health, Sheffield, UK
| | - Augustin Brooks
- Bournemouth Diabetes and Endocrine Centre, Royal Bournemouth Hospital, Bournemouth, UK
| | - Elena Toschi
- Joslin Diabetes Center, Harvard University, Cambridge, Massachusetts, USA
| | - Dulmini Kariyawasam
- Department of Diabetes, Guy's and Saint Thomas' Hospitals NHS Trust, London, UK
| | - Laura Potts
- Department of Biostatistics, Department of Health Services and Population Research, Institute of Psychiatry Psychology and Neuroscience, London, UK
| | - Andy Healy
- Department of Biostatistics, Department of Health Services and Population Research, Institute of Psychiatry Psychology and Neuroscience, London, UK
| | - Helen Rogers
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, UK
| | - Nick Sevdalis
- Centre for Implementation Science, Health Sciences and Population Research Department, Institute of Psychiatry Psychology and Neuroscience, London, UK
| | - Marietta Stadler
- Diabetes Department, Denmark Hill Campus, King's College London Faculty of Life Sciences and Medicine, London, UK
| | - Mustabshira Qayyum
- Diabetes Department, Denmark Hill Campus, King's College London Faculty of Life Sciences and Medicine, London, UK
| | - Ioannis Bakolis
- Department of Biostatistics, Department of Health Services and Population Research, Institute of Psychiatry Psychology and Neuroscience, London, UK
| | - Kimberley Goldsmith
- Department of Biostatistics, Department of Health Services and Population Research, Institute of Psychiatry Psychology and Neuroscience, London, UK
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23
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Brown SA, Breton MD, Anderson SM, Kollar L, Keith-Hynes P, Levy CJ, Lam DW, Levister C, Baysal N, Kudva YC, Basu A, Dadlani V, Hinshaw L, McCrady-Spitzer S, Bruttomesso D, Visentin R, Galasso S, Del Favero S, Leal Y, Boscari F, Avogaro A, Cobelli C, Kovatchev BP. Overnight Closed-Loop Control Improves Glycemic Control in a Multicenter Study of Adults With Type 1 Diabetes. J Clin Endocrinol Metab 2017; 102:3674-3682. [PMID: 28666360 PMCID: PMC5630248 DOI: 10.1210/jc.2017-00556] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2017] [Accepted: 06/22/2017] [Indexed: 11/19/2022]
Abstract
CONTEXT Closed-loop control (CLC) for the management of type 1 diabetes (T1D) is a novel method for optimizing glucose control, and strategies for individualized implementation are being developed. OBJECTIVE To analyze glycemic control in an overnight CLC system designed to "reset" the patient to near-normal glycemic targets every morning. DESIGN Randomized, crossover, multicenter clinical trial. PARTICIPANTS Forty-four subjects with T1D requiring insulin pump therapy. INTERVENTION Sensor-augmented pump therapy (SAP) at home vs 5 nights of CLC (active from 23:00 to 07:00) in a supervised outpatient setting (research house or hotel), with a substudy of 5 nights of CLC subsequently at home. MAIN OUTCOME MEASURE The percentage of time spent in the target range (70 to 180 mg/dL measured using a continuous glucose monitor). RESULTS Forty subjects (age, 45.5 ± 9.5 years; hemoglobin A1c, 7.4% ± 0.8%) completed the study. The time in the target range (70 to 180 mg/dL) significantly improved in CLC vs SAP over 24 hours (78.3% vs 71.4%; P = 0.003) and overnight (85.7% vs 67.6%; P < 0.001). The time spent in a hypoglycemic range (<70 mg/dL) decreased significantly in the CLC vs SAP group over 24 hours (2.5% vs 4.3%; P = 0.002) and overnight (0.9% vs 3.2%; P < 0.001). The mean glucose level at 07:00 was lower with CLC than with SAP (123.7 vs 145.3 mg/dL; P < 0.001). The substudy at home, involving 10 T1D subjects, showed similar trends with an increased time in target (70 to 180 mg/dL) overnight (75.2% vs 62.2%; P = 0.07) and decreased time spent in the hypoglycemic range (<70 mg/dL) overnight in CLC vs SAP (0.6% vs 3.7%; P = 0.03). CONCLUSION Overnight-only CLC increased the time in the target range over 24 hours and decreased the time in hypoglycemic range over 24 hours in a supervised outpatient setting. A pilot extension study at home showed a similar nonsignificant trend.
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Affiliation(s)
- Sue A Brown
- Center for Diabetes Technology, Division of Endocrinology, University of Virginia, Charlottesville, Virginia 22903
| | - Marc D Breton
- Center for Diabetes Technology, Division of Endocrinology, University of Virginia, Charlottesville, Virginia 22903
| | - Stacey M Anderson
- Center for Diabetes Technology, Division of Endocrinology, University of Virginia, Charlottesville, Virginia 22903
| | - Laura Kollar
- Center for Diabetes Technology, Division of Endocrinology, University of Virginia, Charlottesville, Virginia 22903
| | | | - Carol J Levy
- Icahn School of Medicine at Mount Sinai, New York, New York 10029
| | - David W Lam
- Icahn School of Medicine at Mount Sinai, New York, New York 10029
| | - Camilla Levister
- Icahn School of Medicine at Mount Sinai, New York, New York 10029
| | - Nihat Baysal
- Rensselaer Polytechnic Institute, Troy, New York 12180
| | | | | | | | | | | | - Daniela Bruttomesso
- Unit of Metabolic Diseases, Department of Internal Medicine, University of Padua, Padua 35122, Italy
| | - Roberto Visentin
- Department of Information Engineering, University of Padua, Padua 35122, Italy
| | - Silvia Galasso
- Unit of Metabolic Diseases, Department of Internal Medicine, University of Padua, Padua 35122, Italy
| | - Simone Del Favero
- Department of Information Engineering, University of Padua, Padua 35122, Italy
| | - Yenny Leal
- Department of Information Engineering, University of Padua, Padua 35122, Italy
| | - Federico Boscari
- Unit of Metabolic Diseases, Department of Internal Medicine, University of Padua, Padua 35122, Italy
| | - Angelo Avogaro
- Unit of Metabolic Diseases, Department of Internal Medicine, University of Padua, Padua 35122, Italy
| | - Claudio Cobelli
- Department of Information Engineering, University of Padua, Padua 35122, Italy
| | - Boris P Kovatchev
- Center for Diabetes Technology, Division of Endocrinology, University of Virginia, Charlottesville, Virginia 22903
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24
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Cox DJ, Gonder-Frederick LA, Singh H, Ingersoll KS, Banton T, Grabman JH, Schmidt K, Clarke W. Predicting and Reducing Driving Mishaps Among Drivers With Type 1 Diabetes. Diabetes Care 2017; 40:742-750. [PMID: 28404657 PMCID: PMC5439415 DOI: 10.2337/dc16-0995] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Accepted: 03/18/2017] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Two aims of this study were to develop and validate A) a metric to identify drivers with type 1 diabetes at high risk of future driving mishaps and B) an online intervention to reduce mishaps among high-risk drivers. RESEARCH DESIGN AND METHODS To achieve aim A, in study 1, 371 drivers with type 1 diabetes from three U.S. regions completed a series of established questionnaires about diabetes and driving. They recorded their driving mishaps over the next 12 months. Questionnaire items that uniquely discriminated drivers who did and did not have subsequent driving mishaps were assembled into the Risk Assessment of Diabetic Drivers (RADD) scale. In study 2, 1,737 drivers with type 1 diabetes from all 50 states completed the RADD online. Among these, 118 low-risk (LR) and 372 high-risk (HR) drivers qualified for and consented to participate in a 2-month treatment period followed by 12 monthly recordings of driving mishaps. To address aim B, HR participants were randomized to receive either routine care (RC) or the online intervention "DiabetesDriving.com" (DD.com). Half of the DD.com participants received a motivational interview (MI) at the beginning and end of the treatment period to boost participation and efficacy. All of the LR participants were assigned to RC. In both studies, the primary outcome variable was driving mishaps. RESULTS Related to aim A, in study 1, the RADD demonstrated 61% sensitivity and 75% specificity. Participants in the upper third of the RADD distribution (HR), compared with those in the lower third (LR), reported 3.03 vs. 0.87 mishaps/driver/year, respectively (P < 0.001). In study 2, HR and LR participants receiving RC reported 4.3 and 1.6 mishaps/driver/year, respectively (P < 0.001). Related to aim B, in study 2, MIs did not enhance participation or efficacy, so the DD.com and DD.com + MI groups were combined. DD.com participants reported fewer hypoglycemia-related driving mishaps than HR participants receiving RC (P = 0.01), but more than LR participants receiving RC, reducing the difference between the HR and LR participants receiving RC by 63%. HR drivers differed from LR drivers at baseline across a variety of hypoglycemia and driving parameters. CONCLUSIONS The RADD identified higher-risk drivers, and identification seemed relatively stable across time, samples, and procedures. This 11-item questionnaire could inform patients at higher risk, and their clinicians, that they should take preventive steps to reduce driving mishaps, which was accomplished in aim B using DD.com.
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Affiliation(s)
- Daniel J Cox
- University of Virginia School of Medicine, Charlottesville, VA
| | | | - Harsimran Singh
- University of Virginia School of Medicine, Charlottesville, VA
| | | | - Tom Banton
- University of Virginia School of Medicine, Charlottesville, VA
| | - Jesse H Grabman
- University of Virginia School of Medicine, Charlottesville, VA
| | - Karen Schmidt
- Department of Psychology, University of Virginia, Charlottesville, VA
| | - William Clarke
- University of Virginia School of Medicine, Charlottesville, VA
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Prevalence of Anxiety and Depression in Diabetic Patients: A Comparative Study. ACTA ACUST UNITED AC 2017. [DOI: 10.5812/bhs.41629] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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