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Haugstvedt A, Nilsen RM, Breivik K, Iversen MM, Strandberg RB, Løvaas KF, Madsen TV, Ueland GÅ, Skinner TC, Hernar I. Comparison of information provided on diabetes distress when using PAID-20, PAID-11 or PAID-5. A registry-based study applying IRT analyses among 10,190 adults with type 1 diabetes in Norway. Diabetes Res Clin Pract 2025; 225:112267. [PMID: 40404052 DOI: 10.1016/j.diabres.2025.112267] [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: 09/16/2024] [Revised: 05/04/2025] [Accepted: 05/19/2025] [Indexed: 05/24/2025]
Abstract
AIMS To 1) evaluate information provided on the latent diabetes distress trait when using the Problem Areas In Diabetes, 20 item (PAID-20), PAID-11 or PAID-5, and 2) evaluate the information provided by each scale item. METHODS Using nationwide registry data from 10,190 individuals with type 1 diabetes in Norway, we applied Item Response Theory (IRT) analyses to compare test information curves for PAID-20, PAID-11, PAID-5 and their scale items. RESULTS The test information curve for PAID-20 captured an overall broader range of the latent distress trait compared to the other versions. At test information level ≥ 10, the ranges (SD under/above mean) were: PAID-20: -1.30 to 3.32; PAID-11; -1.17 to 2.76; and PAID-5: -0.59 to 2.27. Six PAID-20 items had flat information curves with limited contribution to the latent trait, whereas the PAID-11 included 11 of the 12 items most frequently reported as serious problem areas. CONCLUSIONS The PAID-20 captures most information on the latent diabetes distress trait; however, the PAID-11 provides comparable information and captures the most serious problem areas. The PAID-5 provided limited information and covers limited aspects of distress. Overall, the PAID-11 may be a good choice for assessing diabetes distress in both research and clinical practice.
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Affiliation(s)
- Anne Haugstvedt
- Faculty of Health and Social Sciences, Western Norway University of Applied Sciences, Bergen, Norway.
| | - Roy M Nilsen
- Faculty of Health and Social Sciences, Western Norway University of Applied Sciences, Bergen, Norway.
| | - Kyrre Breivik
- Regional Centre for Child and Youth Mental Health and Child Welfare, NORCE Norwegian Research Centre, Bergen, Norway; Centre on Patient-Reported Outcomes Data, Haukeland University Hospital, Bergen, Norway.
| | - Marjolein M Iversen
- Faculty of Health and Social Sciences, Western Norway University of Applied Sciences, Bergen, Norway; Centre on Patient-Reported Outcomes Data, Haukeland University Hospital, Bergen, Norway.
| | - Ragnhild B Strandberg
- Faculty of Health and Social Sciences, Western Norway University of Applied Sciences, Bergen, Norway.
| | - Karianne F Løvaas
- Norwegian Diabetes Register for Adults, Noklus, Haraldsplass Deaconess Hospital, Bergen, Norway.
| | - Tone V Madsen
- Norwegian Diabetes Register for Adults, Noklus, Haraldsplass Deaconess Hospital, Bergen, Norway.
| | - Grethe Å Ueland
- Norwegian Diabetes Register for Adults, Noklus, Haraldsplass Deaconess Hospital, Bergen, Norway; Department of Internal Medicine, Haukeland University Hospital, Bergen, Norway.
| | - Timothy C Skinner
- Institute of Psychology, University of Copenhagen, Copenhagen, Denmark; The Australian Centre for Behavioural Research in Diabetes, Melbourne, Australia.
| | - Ingvild Hernar
- Faculty of Health and Social Sciences, Western Norway University of Applied Sciences, Bergen, Norway; Department of Internal Medicine, Haukeland University Hospital, Bergen, Norway.
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de Torres-Sánchez A, Ampudia-Blasco FJ, Murillo S, Bellido V, Amor AJ, Mezquita-Raya P. Proposed Practical Guidelines to Improve Glycaemic Management by Reducing Glycaemic Variability in People with Type 1 Diabetes Mellitus. Diabetes Ther 2025; 16:569-589. [PMID: 40019699 PMCID: PMC11926304 DOI: 10.1007/s13300-025-01703-0] [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: 11/03/2024] [Accepted: 01/30/2025] [Indexed: 03/01/2025] Open
Abstract
INTRODUCTION For decades, glycaemic variability (GV) was ignored in clinical practice because its precise assessment was challenging and there were no specific recommendations to reduce it. However, the current widespread use of continuous glucose monitoring (CGM) systems has changed this situation. Associations between high GV and risk of hypoglycaemia, onset of macro- and microvascular complications and mortality have been described in type 1 diabetes (T1D). It is therefore important to identify the causes of excessive glycaemic excursions and make recommendations for people with T1D to achieve better glycaemic management by minimising GV in both the short term and the long term. METHODS To achieve these aims, a panel comprising four endocrinologists, one diabetes nurse educator and one nutritionist worked together to reach a consensus on the detection of triggers of GV and propose clinical guidelines to reduce GV and improve glycaemic management by reducing the risk of hypoglycaemias. RESULTS AND CONCLUSIONS In total, four different areas of interest were identified, in which the insufficient education and/or training of people with T1D could lead to higher GV: physical activity; dietary habits; insulin therapy, especially when pump-based systems are not used; and other causes of GV increase. Practical, easy-to-follow recommendations to reduce GV in daily activities were then issued, with the aim of enabling people with T1D to reduce either hypoglycaemia or hyperglycaemia episodes. By doing this, their quality of life may be improved, and progression of chronic complications may be prevented or delayed.
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Affiliation(s)
| | - Francisco J Ampudia-Blasco
- Department of Medicine, Medicine Faculty, University of Valencia (UV), Valencia, Spain.
- Department of Endocrinology and Nutrition, Clinic University Hospital of Valencia, Avda. Blasco Ibáñez, 17, 46010, Valencia, Spain.
- INCLIVA Biomedical Research Institute, Valencia, Spain.
- Biomedical Research Networking Center for Diabetes and Associated Metabolic Diseases (CIBERDEM), Biomedical Research Networking Center (CIBER) of Diabetes and Associated Metabolic Diseases, Madrid, Spain.
| | - Serafín Murillo
- Department of Endocrinology, Institut de Recerca Sant Joan de Déu, Hospital Sant Joan de Déu, Barcelona, Spain
| | - Virginia Bellido
- Endocrinology and Nutrition Department, Hospital Universitario Virgen del Rocío, Seville, Spain
| | - Antonio J Amor
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clinic Barcelona, Barcelona, Spain
| | - Pedro Mezquita-Raya
- Department of Endocrinology and Nutrition, Hospital Universitario Torrecárdenas, Almería, Spain
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Giorgino F, Bonfanti R, Castaldo F, Irace C, Laurenzi A, Maffeis C, Pappagallo G, Pitocco D, Rabbone I, Zarra E, Scaramuzza AE. The Utility of Smart Multiple Daily Injection Systems in Intensive Insulin-Treated People With Diabetes: An Italian Expert Consensus. J Diabetes Sci Technol 2025:19322968251316577. [PMID: 39927665 PMCID: PMC11811948 DOI: 10.1177/19322968251316577] [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] [Indexed: 02/11/2025]
Abstract
BACKGROUND Smart systems for multiple daily injections (Smart MDI) integrate continuous glucose monitoring, connected insulin pens, smartphone apps, and cloud-based data storage to provide bolus and corrective dose suggestions, reminders/alerts, automatic tracking and sharing of insulin therapy, and glycemic data to users, caregivers, and providers. This is an expert consensus on the clinical value of Smart MDI and critical points for implementation in adults and children/adolescents with diabetes. METHODS A nominal group technique combined with the estimate-talk-estimate approach was employed to achieve consensus among panel members from the Italian Intersociety Technology and Diabetes Study Group with expertise in pediatric and adult diabetes care. RESULTS The expert consensus indicated that glycemic profiles can be improved by using bolus dose suggestions based on glucose values, planned meals, the insulin-to-carbohydrate ratio, correction factors, and consideration of insulin-on-board. Automatic remote sharing of patient data on glycemia and insulin therapy allows clinicians to make more appropriate and timely therapeutic recommendations based on objective data. Dose tracking, bolus reminders/alerts, and reduced hypoglycemia and associated anxiety achieved through Smart MDI may improve adherence. CONCLUSIONS Smart MDI can reduce treatment burden while improving the daily experiences and glycemic outcomes for adults and children/adolescents with type 1 or type 2 diabetes. However, high-quality clinical data are lacking, and more evidence is needed to compare the effects of Smart MDI and other advanced insulin delivery systems on glycemic and patient-reported outcomes.
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Affiliation(s)
- Francesco Giorgino
- Section of Internal Medicine, Endocrinology, Andrology and Metabolic Diseases, Department of Precision and Regenerative Medicine and Ionian Area, University of Bari Aldo Moro, Bari, Italy
| | - Riccardo Bonfanti
- Pediatric Diabetes Unit, Department of Pediatrics, Diabetes Research Institute, IRCCS San Raffaele Scientific Institute, Vita Salute San Raffaele University, Milan, Italy
| | - Filomena Castaldo
- Division of Endocrinology and Metabolic Diseases, University of Campania “Luigi Vanvitelli,” Naples, Italy
| | - Concetta Irace
- Department of Health Science, University Magna Græcia, Catanzaro, Italy
| | - Andrea Laurenzi
- IRCCS Ospedale San Raffaele, Vita-Salute San Raffaele University, Milan, Italy
- Diabetes Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Claudio Maffeis
- Section of Pediatric Diabetes and Metabolism, Department of Surgery, Dentistry, Pediatrics, and Gynecology, Regional Center for Pediatric Diabetes, University of Verona, Veneto, Italy
| | - Giovanni Pappagallo
- School of Clinical Methodology, IRCCS “Sacred Heart—Don Calabria,” Veneto, Italy
| | - Dario Pitocco
- Diabetes Care Unit, UOSD Diabetologia, Fondazione Policlinico Universitario Agostino Gemelli, IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Ivana Rabbone
- Division of Pediatrics, Department of Health Sciences, University of Piemonte Orientale, Novara, Italy
| | - Emanuela Zarra
- S.C. Medicina Diabetologia, Dipartimento di Continuità di Cura e Fragilità, ASST Spedali Civili, Brescia, Italy
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Rowen D, McDool E, Carlton J, Powell P, Norman R. Deriving a Preference-Weighted Measure for People With Hypoglycemia From the Hypo-RESOLVE QoL. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2025; 28:125-137. [PMID: 39477149 DOI: 10.1016/j.jval.2024.10.3800] [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: 05/09/2024] [Revised: 10/04/2024] [Accepted: 10/09/2024] [Indexed: 12/10/2024]
Abstract
OBJECTIVES Hypoglycemia affects the health-related quality of life (HRQoL) of people living with diabetes (PwD), and existing preference-weighted measures do not capture all important aspects. The study aimed to generate a preference-weighted measure capturing the HRQoL impact of hypoglycemia in PwD. METHODS Items for the health-state classification system were selected from the hypoglycemia-specific Hypo-RESOLVE QoL measure using relevance in cognitive interviews, translatability, suitability for valuation, endorsement by patient advisors and experts, and psychometric performance in a large survey of PwD. Second, an online valuation survey using discrete choice experiment (DCE) with survival attribute was conducted with members of the UK public. DCE data were modeled using conditional logit analysis and results scaled to produce preference weights for the classification system on a scale in which 1 is equivalent to full health, 0 is equivalent to dead, and below 0 is worse than dead. RESULTS The health-state classification system consists of 8 items reflecting the factors of the Hypo-RESOLVE QoL (psychological, social, and physical aspects). The valuation survey was completed by 1000 members of the UK public, representative for age and sex. Good understanding of DCE tasks was demonstrated. The item "do what I want to do in my life" had the largest preference weight, and "find it hard to stop thinking about my glucose levels" had the smallest. CONCLUSIONS This study generated Hypo-RESOLVE QoL-8D, a preference-weighted measure capturing the HRQoL impact of hypoglycemia in PwD, with UK general public preference weights. The measure can be generated from Hypo-RESOLVE QoL data.
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Affiliation(s)
- Donna Rowen
- Sheffield Centre for Health and Related Research (SCHARR), University of Sheffield, Sheffield, England, UK.
| | - Emily McDool
- Sheffield Centre for Health and Related Research (SCHARR), University of Sheffield, Sheffield, England, UK
| | - Jill Carlton
- Sheffield Centre for Health and Related Research (SCHARR), University of Sheffield, Sheffield, England, UK
| | - Philip Powell
- Sheffield Centre for Health and Related Research (SCHARR), University of Sheffield, Sheffield, England, UK
| | - Richard Norman
- School of Population Health, Curtin University, Perth, Australia
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5
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Asgharzadeh A, Patel M, Connock M, Damery S, Ghosh I, Jordan M, Freeman K, Brown A, Court R, Baldwin S, Ogunlayi F, Stinton C, Cummins E, Al-Khudairy L. Hybrid closed-loop systems for managing blood glucose levels in type 1 diabetes: a systematic review and economic modelling. Health Technol Assess 2024; 28:1-190. [PMID: 39673446 DOI: 10.3310/jypl3536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2024] Open
Abstract
Background Hybrid closed-loop systems are a new class of technology to manage type 1 diabetes mellitus. The system includes a combination of real-time continuous glucose monitoring from a continuous glucose monitoring device and a control algorithm to direct insulin delivery through an insulin pump. Evidence suggests that such technologies have the potential to improve the lives of people with type 1 diabetes mellitus and their families. Aim The aim of this appraisal was to assess the clinical effectiveness and cost-effectiveness of hybrid closed-loop systems for managing glucose in people who have type 1 diabetes mellitus and are having difficulty managing their condition despite prior use of at least one of the following technologies: continuous subcutaneous insulin infusion, real-time continuous glucose monitoring or flash glucose monitoring (intermittently scanned continuous glucose monitoring). Methods A systematic review of clinical effectiveness and cost-effectiveness evidence following predefined inclusion criteria informed by the aim of this review. An independent economic assessment using iQVIA CDM to model cost-effectiveness. Results The clinical evidence identified 12 randomised controlled trials that compared hybrid closed loop with continuous subcutaneous insulin infusion + continuous glucose monitoring. Hybrid closed-loop arm of randomised controlled trials achieved improvement in glycated haemoglobin per cent [hybrid closed loop decreased glycated haemoglobin per cent by 0.28 (95% confidence interval -0.34 to -0.21), increased per cent of time in range (between 3.9 and 10.0 mmol/l) with a MD of 8.6 (95% confidence interval 7.03 to 10.22), and significantly decreased time in range (per cent above 10.0 mmol/l) with a MD of -7.2 (95% confidence interval -8.89 to -5.51), but did not significantly affect per cent of time below range (< 3.9 mmol/l)]. Comparator arms showed improvements, but these were smaller than in the hybrid closed-loop arm. Outcomes were superior in the hybrid closed-loop arm compared with the comparator arm. The cost-effectiveness search identified six studies that were included in the systematic review. Studies reported subjective cost-effectiveness that was influenced by the willingness-to-pay thresholds. Economic evaluation showed that the published model validation papers suggest that an earlier version of the iQVIA CDM tended to overestimate the incidences of the complications of diabetes, this being particularly important for severe visual loss and end-stage renal disease. Overall survival's medium-term modelling appeared good, but there was uncertainty about its longer-term modelling. Costs provided by the National Health Service Supply Chain suggest that hybrid closed loop is around an annual average of £1500 more expensive than continuous subcutaneous insulin infusion + continuous glucose monitoring, this being a pooled comparator of 90% continuous subcutaneous insulin infusion + intermittently scanned continuous glucose monitoring and 10% continuous subcutaneous insulin infusion + real-time continuous glucose monitoring due to clinical effectiveness estimates not being differentiated by continuous glucose monitoring type. This net cost may increase by around a further £500 for some systems. The Evidence Assessment Group base case applies the estimate of -0.29% glycated haemoglobin for hybrid closed loop relative to continuous subcutaneous insulin infusion + continuous glucose monitoring. There was no direct evidence of an effect on symptomatic or severe hypoglycaemia events, and therefore the Evidence Assessment Group does not include these in its base case. The change in glycated haemoglobin results in a gain in undiscounted life expectancy of 0.458 years and a gain of 0.160 quality-adjusted life-years. Net lifetime treatment costs are £31,185, with reduced complications leading to a net total cost of £28,628. The cost-effectiveness estimate is £179,000 per quality-adjusted life-year. Conclusions Randomised controlled trials of hybrid closed-loop interventions in comparison with continuous subcutaneous insulin infusion + continuous glucose monitoring achieved a statistically significant improvement in glycated haemoglobin per cent in time in range between 3.9 and 10 mmol/l, and in hyperglycaemic levels. Study registration This study is registered as PROSPERO CRD42021248512. Funding This award was funded by the National Institute for Health and Care Research (NIHR) Evidence Synthesis programme (NIHR award ref: NIHR133547) and is published in full in Health Technology Assessment; Vol. 28, No. 80. See the NIHR Funding and Awards website for further award information.
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Affiliation(s)
- Asra Asgharzadeh
- Warwick Evidence, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
| | - Mubarak Patel
- Warwick Evidence, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
| | - Martin Connock
- Warwick Evidence, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
| | - Sara Damery
- Murray Learning Centre, Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Iman Ghosh
- Warwick Evidence, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
| | - Mary Jordan
- Warwick Evidence, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
| | - Karoline Freeman
- Warwick Evidence, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
| | - Anna Brown
- Warwick Evidence, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
| | - Rachel Court
- Warwick Evidence, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
| | - Sharin Baldwin
- Warwick Evidence, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
| | - Fatai Ogunlayi
- Warwick Evidence, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
| | - Chris Stinton
- Warwick Evidence, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
| | | | - Lena Al-Khudairy
- Warwick Evidence, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
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Varkevisser RDM, Sas T, Aanstoot HJ, Wolffenbuttel BHR, van der Klauw MM. Residual C-peptide is associated with new and persistent impaired awareness of hypoglycaemia in type 1 diabetes. J Diabetes Complications 2024; 38:108893. [PMID: 39500130 DOI: 10.1016/j.jdiacomp.2024.108893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 10/13/2024] [Accepted: 10/18/2024] [Indexed: 11/26/2024]
Abstract
AIMS To describe the change in impaired awareness of hypoglycaemia (IAH) over time and to identify factors associated with this change in the Dutch Type 1 Diabetes biomarkers cohort (NCT04977635). METHODS A prospective cohort of type 1 diabetes patients, with C-peptide <300 pmol/L, who had completed the Clarke questionnaire, to determine IAH status, at baseline and after 2 years. Changes in awareness status were defined and compares as follows: unchanged normal awareness (NAH) versus unchanged IAH, new IAH versus reversal of IAH. Multivariate logistic regression models were fitted using forward and backward stepwise selection using a 0.10 P-value cut-off, and stepwise backward selection using AIC criteria. RESULTS A total of 431 out of 611 participants were included. The baseline prevalence of IAH was 17 % and 20 % after 2 years. The incidence proportion of new IAH and reversal of IAH were, 9.5 % and 31 %, respectively. For every 2.7-fold increase in C-peptide, the odds of IAH decrease by 58 %. A 1-unit increase in BMI over the 2-year follow-up period is associated with a 5.27-fold increase in the odds of reversing IAH. CONCLUSIONS Higher C-peptide levels are protective against new IAH, and an increase in BMI over time is associated with the reversal of IAH.
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Affiliation(s)
- R D M Varkevisser
- Department of Endocrinology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
| | - T Sas
- Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, the Netherlands; Department of Pediatrics, Erasmus Medical Center - Sophia Children's Hospital, Rotterdam, the Netherlands
| | - H J Aanstoot
- Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, the Netherlands
| | - B H R Wolffenbuttel
- Department of Endocrinology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - M M van der Klauw
- Department of Endocrinology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
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Halliday JA, Holmes-Truscott E, Thuraisingam S, Søholm U, Chatterton ML, Russell-Green S, O E, Andrikopoulos S, Black T, Davidson S, Noonan G, Scibilia R, Hagger V, Hendrieckx C, Mihalopoulos C, Shaw JAM, Versace VL, Zoungas S, Skinner TC, Speight J. Hypoglycaemia Prevention, Awareness of Symptoms, and Treatment (HypoPAST): protocol for a 24-week hybrid type 1 randomised controlled trial of a fully online psycho-educational programme for adults with type 1 diabetes. Trials 2024; 25:725. [PMID: 39468682 PMCID: PMC11520494 DOI: 10.1186/s13063-024-08556-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Accepted: 10/14/2024] [Indexed: 10/30/2024] Open
Abstract
BACKGROUND Management of type 1 diabetes (T1D) requires the use of insulin, which can cause hypoglycaemia (low blood glucose levels). While most hypoglycaemic episodes can be self-treated, all episodes can be sudden, inconvenient, challenging to prevent or manage, unpleasant and/or cause unwanted attention or embarrassment. Severe hypoglycaemic episodes, requiring assistance from others for recovery, are rare but potentially dangerous. Repeated exposure to hypoglycaemia can reduce classic warning symptoms ('awareness'), thereby increasing risk of severe episodes. Thus, fear of hypoglycaemia is common among adults with T1D and can have a negative impact on how they manage their diabetes, as well as on daily functioning, well-being and quality of life. While advances in glycaemic technologies and group-based psycho-educational programmes can reduce fear, frequency and impact of hypoglycaemia, they are not universally or freely available, nor do they fully resolve problematic hypoglycaemia or associated worries. This study aims to determine the effectiveness of a fully online, self-directed, scalable, psycho-educational intervention for reducing fear of hypoglycaemia: the Hypoglycaemia Prevention, Awareness of Symptoms, and Treatment (HypoPAST) programme. METHODS A 24-week, two-arm, parallel-group, hybrid type 1 randomised controlled trial, conducted remotely (online and telephone). Australian adults (≥ 18 years) with self-reported T1D and fear of hypoglycaemia will be recruited, and allocated at random (1:1) to HypoPAST or control (usual care). The primary outcome is the between-group difference in fear of hypoglycaemia (assessed using HFS-II Worry score) at 24 weeks. A sample size of N = 196 is required to detect a 9-point difference, with 90% power and allowing for 30% attrition. Multiple secondary outcomes include self-reported psychological, behavioural, biomedical, health economic, and process evaluation data. Data will be collected at baseline, 12 and 24 weeks using online surveys, 2-week ecological momentary assessments, website analytics and semi-structured interviews. DISCUSSION This study will provide evidence regarding the effectiveness, cost-effectiveness and acceptability of a novel, online psycho-educational programme: HypoPAST. Due to the fully online format, HypoPAST is expected to provide an inexpensive, convenient, accessible and scalable solution for reducing fear of hypoglycaemia among adults with T1D. TRIAL REGISTRATION Australian and New Zealand Clinical Trials Registry (ANZCTR): ACTRN12623000894695 (21 August 2023).
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Affiliation(s)
- Jennifer A Halliday
- School of Psychology, Deakin University, Geelong, VIC, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, VIC, Australia
- Institute for Health Transformation, Deakin University, Geelong, VIC, Australia
| | - Elizabeth Holmes-Truscott
- School of Psychology, Deakin University, Geelong, VIC, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, VIC, Australia
- Institute for Health Transformation, Deakin University, Geelong, VIC, Australia
- Australian Centre for Accelerating Diabetes Innovations, The University of Melbourne, Melbourne, VIC, Australia
| | - Sharmala Thuraisingam
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, VIC, Australia
- Deakin Rural Health, Deakin University, Warrnambool, Australia
| | - Uffe Søholm
- School of Psychology, Deakin University, Geelong, VIC, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, VIC, Australia
- Institute for Health Transformation, Deakin University, Geelong, VIC, Australia
| | - Mary Lou Chatterton
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Sienna Russell-Green
- School of Psychology, Deakin University, Geelong, VIC, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, VIC, Australia
| | - Eric O
- Digital Engagement, Digital Service, Deakin University, Geelong, VIC, Australia
| | | | | | - Susan Davidson
- Australian Diabetes Educators Association, Turner, ACT, Australia
| | | | | | - Virginia Hagger
- Institute for Health Transformation, Deakin University, Geelong, VIC, Australia
- School of Nursing and Midwifery, Deakin University, Geelong, VIC, Australia
| | - Christel Hendrieckx
- School of Psychology, Deakin University, Geelong, VIC, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, VIC, Australia
| | - Cathrine Mihalopoulos
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - James A M Shaw
- Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK
| | - Vincent L Versace
- Australian Centre for Accelerating Diabetes Innovations, The University of Melbourne, Melbourne, VIC, Australia
- Deakin Rural Health, Deakin University, Warrnambool, Australia
| | - Sophia Zoungas
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Timothy C Skinner
- School of Psychology, Deakin University, Geelong, VIC, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, VIC, Australia
- Institute of Psychology, Copenhagen University, Copenhagen, Denmark
| | - Jane Speight
- School of Psychology, Deakin University, Geelong, VIC, Australia.
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, VIC, Australia.
- Institute for Health Transformation, Deakin University, Geelong, VIC, Australia.
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8
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Søholm U, Broadley M, Zaremba N, Divilly P, Baumann PM, Mahmoudi Z, Martine-Edith G, Mader JK, Cigler M, Brøsen JMB, Vaag A, Heller S, Pedersen-Bjergaard U, McCrimmon RJ, Renard E, Evans M, de Galan B, Abbink E, Amiel SA, Hendrieckx C, Speight J, Choudhary P, Pouwer F. The impact of hypoglycaemia on daily functioning among adults with diabetes: a prospective observational study using the Hypo-METRICS app. Diabetologia 2024; 67:2160-2174. [PMID: 39080044 PMCID: PMC11447150 DOI: 10.1007/s00125-024-06233-1] [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: 02/22/2024] [Accepted: 04/29/2024] [Indexed: 10/03/2024]
Abstract
AIMS/HYPOTHESIS The aim of this work was to examine the impact of hypoglycaemia on daily functioning among adults with type 1 diabetes or insulin-treated type 2 diabetes, using the novel Hypo-METRICS app. METHODS For 70 consecutive days, 594 adults (type 1 diabetes, n=274; type 2 diabetes, n=320) completed brief morning and evening Hypo-METRICS 'check-ins' about their experienced hypoglycaemia and daily functioning. Participants wore a blinded glucose sensor (i.e. data unavailable to the participants) for the study duration. Days and nights with or without person-reported hypoglycaemia (PRH) and/or sensor-detected hypoglycaemia (SDH) were compared using multilevel regression models. RESULTS Participants submitted a mean ± SD of 86.3±12.5% morning and 90.8±10.7% evening check-ins. For both types of diabetes, SDH alone had no significant associations with the changes in daily functioning scores. However, daytime and night-time PRH (with or without SDH) were significantly associated with worsening of energy levels, mood, cognitive functioning, negative affect and fear of hypoglycaemia later that day or while asleep. In addition, night-time PRH (with or without SDH) was significantly associated with worsening of sleep quality (type 1 and type 2 diabetes) and memory (type 2 diabetes). Further, daytime PRH (with or without SDH), was associated with worsening of fear of hyperglycaemia while asleep (type 1 diabetes), memory (type 1 and type 2 diabetes) and social functioning (type 2 diabetes). CONCLUSIONS/INTERPRETATION This prospective, real-world study reveals impact on several domains of daily functioning following PRH but not following SDH alone. These data suggest that the observed negative impact is mainly driven by subjective awareness of hypoglycaemia (i.e. PRH), through either symptoms or sensor alerts/readings and/or the need to take action to prevent or treat episodes.
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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.
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK.
| | - Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Natalie Zaremba
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Patrick Divilly
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | | | - Zeinab Mahmoudi
- Data Science, Department of Pharmacometrics, Novo Nordisk A/S, Søborg, Denmark
| | - Gilberte Martine-Edith
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Julia K Mader
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Monika Cigler
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | | | - Allan Vaag
- Steno Diabetes Center Copenhagen, Herlev, Denmark
- Lund University Diabetes Center, Lund University, Malmö, Sweden
- Department of Endocrinology, Skåne University Hospital, Malmö, Sweden
| | - Simon Heller
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
| | - 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, UK
| | - 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 MRC Institute of Metabolic Science and Department of Medicine, University of Cambridge, Cambridge, UK
| | - 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
| | - Evertine Abbink
- Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Stephanie A Amiel
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Christel Hendrieckx
- Institute for Health Transformation, School of Psychology, Deakin University, Geelong, VIC, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Carlton, VIC, Australia
| | - Jane Speight
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Institute for Health Transformation, School of Psychology, Deakin University, Geelong, VIC, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Carlton, VIC, Australia
| | - Pratik Choudhary
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Steno Diabetes Center Odense (SDCO), Odense, Denmark
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9
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Pollé OG, Pyr Dit Ruys S, Lemmer J, Hubinon C, Martin M, Herinckx G, Gatto L, Vertommen D, Lysy PA. Plasma proteomics in children with new-onset type 1 diabetes identifies new potential biomarkers of partial remission. Sci Rep 2024; 14:20798. [PMID: 39242727 PMCID: PMC11379901 DOI: 10.1038/s41598-024-71717-4] [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: 12/16/2023] [Accepted: 08/30/2024] [Indexed: 09/09/2024] Open
Abstract
Partial remission (PR) occurs in only half of people with new-onset type 1 diabetes (T1D) and corresponds to a transient period characterized by low daily insulin needs, low glycemic fluctuations and increased endogenous insulin secretion. While identification of people with newly-onset T1D and significant residual beta-cell function may foster patient-specific interventions, reliable predictive biomarkers of PR occurrence currently lack. We analyzed the plasma of children with new-onset T1D to identify biomarkers present at diagnosis that predicted PR at 3 months post-diagnosis. We first performed an extensive shotgun proteomic analysis using Liquid Chromatography-Tandem-Mass-Spectrometry (LCMS/MS) on the plasma of 16 children with new-onset T1D and quantified 98 proteins significantly correlating with Insulin-Dose Adjusted glycated hemoglobin A1c score (IDAA1C). We next applied a series of both qualitative and statistical filters and selected protein candidates that were associated to pathophysiological mechanisms related to T1D. Finally, we translationally verified several of the candidates using single-shot targeted proteomic (PRM method) on raw plasma. Taken together, we identified plasma biomarkers present at diagnosis that may predict the occurrence of PR in a single mass-spectrometry run. We believe that the identification of new predictive biomarkers of PR and β-cell function is key to stratify people with new-onset T1D for β-cell preservation therapies.
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Affiliation(s)
- Olivier G Pollé
- Pôle PEDI, Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
- Specialized Pediatrics Service, Cliniques universitaires Saint-Luc, Brussels, Belgium
| | | | - Julie Lemmer
- Pôle PEDI, Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
| | - Camille Hubinon
- Pôle PEDI, Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
| | - Manon Martin
- Computational Biology and Bioinformatics (CBIO) Unit, de Duve Institute, UCLouvain, Brussels, Belgium
| | - Gaetan Herinckx
- MASSPROT Platform, Institut de Duve, UCLouvain, Brussels, Belgium
| | - Laurent Gatto
- Computational Biology and Bioinformatics (CBIO) Unit, de Duve Institute, UCLouvain, Brussels, Belgium
| | - Didier Vertommen
- MASSPROT Platform, Institut de Duve, UCLouvain, Brussels, Belgium
| | - Philippe A Lysy
- Pôle PEDI, Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium.
- Specialized Pediatrics Service, Cliniques universitaires Saint-Luc, Brussels, Belgium.
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10
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Carlton J, Powell PA, Broadley M, de Galan BE, Heller S, Comins J, Rosilio M, Pouwer F, Gall MA, Child CJ, McCrimmon RJ, Rowen D. Development of a new health-related quality of life measure for people with diabetes who experience hypoglycaemia: the Hypo-RESOLVE QoL. Diabetologia 2024; 67:1536-1551. [PMID: 38777868 PMCID: PMC11343818 DOI: 10.1007/s00125-024-06182-9] [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: 12/05/2023] [Accepted: 04/15/2024] [Indexed: 05/25/2024]
Abstract
AIMS/HYPOTHESIS Valid and reliable patient-reported outcome measures are vital for assessing disease impact, responsiveness to healthcare and the cost-effectiveness of interventions. A recent review has questioned the ability of existing measures to assess hypoglycaemia-related impacts on health-related quality of life for people with diabetes. This mixed-methods project was designed to produce a novel health-related quality of life patient-reported outcome measure in hypoglycaemia: the Hypo-RESOLVE QoL. METHODS Three studies were conducted with people with diabetes who experience hypoglycaemia. In Stage 1, a comprehensive health-related quality of life framework for hypoglycaemia was elicited from semi-structured interviews (N=31). In Stage 2, the content validity and acceptability of draft measure content were tested via three waves of cognitive debriefing interviews (N=70 people with diabetes; N=14 clinicians). In Stage 3, revised measure content was administered alongside existing generic and diabetes-related measures in a large cross-sectional observational survey to assess psychometric performance (N=1246). The final measure was developed using multiple evidence sources, incorporating stakeholder engagement. RESULTS A novel conceptual model of hypoglycaemia-related health-related quality of life was generated, featuring 19 themes, organised by physical, social and psychological aspects. From a draft version of 76 items, a final 14-item measure was produced with satisfactory structural (χ2=472.27, df=74, p<0.001; comparative fit index =0.943; root mean square error of approximation =0.069) and convergent validity with related constructs (r=0.46-0.59), internal consistency (α=0.91) and test-retest reliability (intraclass correlation coefficient =0.87). CONCLUSIONS/INTERPRETATION The Hypo-RESOLVE QoL is a rigorously developed patient-reported outcome measure assessing the health-related quality of life impacts of hypoglycaemia. The Hypo-RESOLVE QoL has demonstrable validity and reliability and has value for use in clinical decision-making and as a clinical trial endpoint. DATA AVAILABILITY All data generated or analysed during this study are included in the published article and its online supplementary files ( https://doi.org/10.15131/shef. DATA 23295284.v2 ).
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Affiliation(s)
- Jill Carlton
- Sheffield Centre of Health and Related Research (SCHARR), University of Sheffield, Sheffield, UK.
| | - Philip A Powell
- Sheffield Centre of Health and Related Research (SCHARR), University of Sheffield, Sheffield, UK
| | - Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Bastiaan E de Galan
- Department of Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
- Department of Internal Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands
- CARIM School for Cardiovascular Disease, Maastricht University, Maastricht, the Netherlands
| | - Simon Heller
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
| | - Jonathan Comins
- Medical Science Innovation, Centre of Expertise, Patient Focused Drug Development, Novo Nordisk A/S, Søborg, Denmark
| | - Myriam Rosilio
- Diabetes & Obesity Medical Unit, Eli Lilly & Company, Neuilly sur seine, France
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Steno Diabetes Center Odense, Odense, Denmark
| | - Mari-Anne Gall
- Medical & Science, Diabetes, Clinical Drug Development, Novo Nordisk A/S, Søborg, Denmark
| | | | - Rory J McCrimmon
- Systems Medicine, School of Medicine, University of Dundee, Dundee, Scotland
| | - Donna Rowen
- Sheffield Centre of Health and Related Research (SCHARR), University of Sheffield, Sheffield, UK
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11
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Chatwin H, Broadley M, Hendrieckx C, Carlton J, Heller S, Amiel SA, de Galan B, McCrimmon RJ, Pedersen-Bjergaard U, Pouwer F, Speight J. The impact of hypoglycaemia on quality of life among adults with type 1 diabetes: Results from "YourSAY: Hypoglycaemia". J Diabetes Complications 2023; 37:108232. [PMID: 35927177 DOI: 10.1016/j.jdiacomp.2022.108232] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 06/11/2022] [Accepted: 06/14/2022] [Indexed: 10/18/2022]
Abstract
AIMS Research on hypoglycaemia and quality of life (QoL) has focused mostly on severe hypoglycaemia and psychological outcomes, with less known about other aspects of hypoglycaemia (e.g., self-treated episodes) and impacts on other QoL domains (e.g., relationships). Therefore, we examined the impact of all aspects of hypoglycaemia on QoL in adults with type 1 diabetes (T1DM). METHODS Participants completed an online survey, including assessment of hypoglycaemia-specific QoL (using the 12-item Hypoglycaemia Impact Profile). Mann-Whitney U tests examined differences in hypoglycaemia-specific QoL by hypoglycaemia frequency, severity, and awareness. Hierarchical linear regression examined associations with QoL. RESULTS Participants were 1028 adults with T1DM (M ± SD age: 47 ± 15 years; diabetes duration: 27 ± 16 years). Severe and self-treated hypoglycaemia and impaired awareness negatively impacted on overall QoL and several QoL domains, including leisure activities, physical health, ability to keep fit/be active, sleep, emotional well-being, spontaneity, independence, work/studies, and dietary freedom. Diabetes distress was most strongly associated with hypoglycaemia-specific QoL, followed by generic emotional well-being, fear of hypoglycaemia, and confidence in managing hypoglycaemia. Hypoglycaemia frequency and awareness were no longer significantly associated with QoL once psychological factors were considered. CONCLUSIONS Hypoglycaemia negatively impacts on several QoL domains. Psychological factors supersede the effect of hypoglycaemia frequency and awareness in accounting for this negative impact.
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Affiliation(s)
- Hannah Chatwin
- Department of Psychology, University of Southern Denmark, Odense, Denmark; National Centre for Register-based Research, Aarhus BSS, Aarhus University, Denmark.
| | - Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Christel Hendrieckx
- School of Psychology, Deakin University, Geelong, Australia; The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Australia
| | - Jill Carlton
- School of Health Related Research, University of Sheffield, Sheffield, United Kingdom
| | - Simon Heller
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, United Kingdom
| | - Stephanie A Amiel
- Department of Diabetes, King's College London, London, United Kingdom
| | - Bastiaan de Galan
- Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, Netherlands; Department of Internal Medicine, Maastricht University Medical Center, Maastricht, Netherlands
| | - Rory J McCrimmon
- Division of Systems Medicine, School of Medicine, University of Dundee, Dundee, United Kingdom
| | | | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark; School of Psychology, Deakin University, Geelong, Australia; Steno Diabetes Center Odense, Odense, Denmark
| | - 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
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12
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Lega IC, Yale JF, Chadha A, Paty B, Roscoe R, Snider M, Steier J, Bajaj HS, Barnes T, Gilbert J, Honshorst K, Kim J, Lewis J, MacDonald B, MacKay D, Mansell K, Senior P, Rabi D, Sherifali D. Hypoglycemia in Adults. Can J Diabetes 2023; 47:548-559. [PMID: 37821214 DOI: 10.1016/j.jcjd.2023.08.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/13/2023]
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13
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Crabtree TS, Griffin TP, Yap YW, Narendran P, Gallen G, Furlong N, Cranston I, Chakera A, Philbey C, Karamat MA, Saraf S, Kamaruddin S, Gurnell E, Chapman A, Hussain S, Elliott J, Leelarathna L, Ryder RE, Hammond P, Lumb A, Choudhary P, Wilmot EG. Hybrid Closed-Loop Therapy in Adults With Type 1 Diabetes and Above-Target HbA1c: A Real-world Observational Study. Diabetes Care 2023; 46:1831-1838. [PMID: 37566697 PMCID: PMC10516256 DOI: 10.2337/dc23-0635] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 07/24/2023] [Indexed: 08/13/2023]
Abstract
OBJECTIVE We explored longitudinal changes associated with switching to hybrid closed-loop (HCL) insulin delivery systems in adults with type 1 diabetes and elevated HbA1c levels despite the use of intermittently scanned continuous glucose monitoring (isCGM) and insulin pump therapy. RESEARCH DESIGN AND METHODS We undertook a pragmatic, preplanned observational study of participants included in the National Health Service England closed-loop pilot. Adults using isCGM and insulin pump across 31 diabetes centers in England with an HbA1c ≥8.5% who were willing to commence HCL therapy were included. Outcomes included change in HbA1c, sensor glucometrics, diabetes distress score, Gold score (hypoglycemia awareness), acute event rates, and user opinion of HCL. RESULTS In total, 570 HCL users were included (median age 40 [IQR 29-50] years, 67% female, and 85% White). Mean baseline HbA1c was 9.4 ± 0.9% (78.9 ± 9.1 mmol/mol) with a median follow-up of 5.1 (IQR 3.9-6.6) months. Of 520 users continuing HCL at follow-up, mean adjusted HbA1c reduced by 1.7% (95% CI 1.5, 1.8; P < 0.0001) (18.1 mmol/mol [95% CI 16.6, 19.6]; P < 0.0001). Time in range (70-180 mg/dL) increased from 34.2 to 61.9% (P < 0.001). Individuals with HbA1c of ≤58 mmol/mol rose from 0 to 39.4% (P < 0.0001), and those achieving ≥70% glucose time in range and <4% time below range increased from 0.8 to 28.2% (P < 0.0001). Almost all participants rated HCL therapy as having a positive impact on quality of life (94.7% [540 of 570]). CONCLUSIONS Use of HCL is associated with improvements in HbA1c, time in range, hypoglycemia, and diabetes-related distress and quality of life in people with type 1 diabetes in the real world.
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Affiliation(s)
- Thomas S.J. Crabtree
- Department of Diabetes and Endocrinology, Royal Derby Hospital, University Hospitals of Derby and Burton NHS Trusts, Derby, U.K
- School of Medicine, Faculty of Medicine and Health Sciences, University of Nottingham, Nottingham, U.K
| | - Tomás P. Griffin
- Leicester Diabetes Center, University Hospitals of Leicester, Leicester, U.K
- Diabetes Research Center, College of Health Sciences, University of Leicester, Leicester, U.K
| | - Yew W. Yap
- Department of Diabetes and Endocrinology, Aintree University Hospital, Liverpool University Hospital NHS Foundation Trust, Liverpool, U.K
| | - Parth Narendran
- Department of Diabetes, The Queen Elizabeth Hospital, Birmingham, Birmingham, U.K
- The Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, U.K
| | | | - Niall Furlong
- Diabetes Center, St. Helens Hospital, St. Helens and Knowsley Teaching Hospitals NHS Trust, Merseyside, U.K
| | - Iain Cranston
- Academic Department of Endocrinology and Diabetes Portsmouth Hospitals University NHS Trust, Queen Alexandra Hospital, Portsmouth, U.K
| | - Ali Chakera
- Department of Diabetes and Endocrinology, University Hospitals Sussex, Brighton, U.K
- Brighton and Sussex Medical School, Brighton, U.K
| | - Chris Philbey
- Department of Diabetes and Endocrinology, Harrogate and District NHS Trust, Harrogate, U.K
| | - Muhammad Ali Karamat
- Department of Diabetes and Endocrinology, Heartlands Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, U.K
| | - Sanjay Saraf
- Department of Diabetes and Endocrinology, Good Hope Hospital, University Hospitals Birmingham NHS Foundation Trust, Sutton Coldfield, U.K
| | - Shafie Kamaruddin
- Department of Diabetes and Endocrinology, County Durham and Darlington Foundation Trust, Darlington, U.K
| | - Eleanor Gurnell
- Wolfson Diabetes and Endocrine Clinic, Cambridge University Hospitals NHS Trust, Cambridge, U.K
| | - Alyson Chapman
- Manchester University NHS Foundation Trust, Manchester Royal Infirmary, Manchester, U.K
| | - Sufyan Hussain
- Department of Diabetes, School of Cardiovascular, Metabolic Medicine and Sciences, King’s College London, London, U.K
- Department of Diabetes and Endocrinology, Guy’s and St. Thomas’ NHS Foundation Trust, London, U.K
| | - Jackie Elliott
- Diabetes and Endocrine Center, Sheffield Teaching Hospitals, Department of Oncology and Metabolism, The University of Sheffield, Sheffield, U.K
| | - Lalantha Leelarathna
- Manchester University NHS Foundation Trust, Manchester Royal Infirmary, Manchester, U.K
| | - Robert E.J. Ryder
- Department of Diabetes and Endocrinology, City Hospital, Sandwell and West Birmingham Hospitals NHS Trust, Birmingham, U.K
| | - Peter Hammond
- Department of Diabetes and Endocrinology, Harrogate and District NHS Trust, Harrogate, U.K
| | - Alistair Lumb
- Oxford Center for Diabetes Endocrinology and Metabolism, Oxford University Hospitals NHS Trust, Oxford, U.K
- National Institute for Health and Care Research, Oxford Biomedical Research Center, Oxford, U.K
| | - Pratik Choudhary
- Leicester Diabetes Center, University Hospitals of Leicester, Leicester, U.K
- Diabetes Research Center, College of Health Sciences, University of Leicester, Leicester, U.K
| | - Emma G. Wilmot
- Department of Diabetes and Endocrinology, Royal Derby Hospital, University Hospitals of Derby and Burton NHS Trusts, Derby, U.K
- School of Medicine, Faculty of Medicine and Health Sciences, University of Nottingham, Nottingham, U.K
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14
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Søholm U, Zaremba N, Broadley M, Axelsen JL, Divilly P, Martine-Edith G, Amiel SA, Mader JK, Pedersen-Bjergaard U, McCrimmon RJ, Renard E, Evans M, de Galan B, Heller S, Hendrieckx C, Choudhary P, Speight J, Pouwer F. Assessing the Content Validity, Acceptability, and Feasibility of the Hypo-METRICS App: Survey and Interview Study. JMIR Diabetes 2023; 8:e42100. [PMID: 37773626 PMCID: PMC10576226 DOI: 10.2196/42100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 06/02/2023] [Accepted: 08/16/2023] [Indexed: 10/01/2023] Open
Abstract
BACKGROUND The Hypoglycaemia - MEasurement, ThResholds and ImpaCtS (Hypo-METRICS) smartphone app was developed to investigate the impact of hypoglycemia on daily functioning in adults with type 1 diabetes mellitus or insulin-treated type 2 diabetes mellitus. The app uses ecological momentary assessments, thereby minimizing recall bias and maximizing ecological validity. It was used in the Hypo-METRICS study, a European multicenter observational study wherein participants wore a blinded continuous glucose monitoring device and completed the app assessments 3 times daily for 70 days. OBJECTIVE The 3 aims of the study were to explore the content validity of the app, the acceptability and feasibility of using the app for the duration of the Hypo-METRICS study, and suggestions for future versions of the app. METHODS Participants who had completed the 70-day Hypo-METRICS study in the United Kingdom were invited to participate in a brief web-based survey and an interview (approximately 1h) to explore their experiences with the app during the Hypo-METRICS study. Thematic analysis of the qualitative data was conducted using both deductive and inductive methods. RESULTS A total of 18 adults with diabetes (type 1 diabetes: n=10, 56%; 5/10, 50% female; mean age 47, SD 16 years; type 2 diabetes: n=8, 44%; 2/8, 25% female; mean age 61, SD 9 years) filled out the survey and were interviewed. In exploring content validity, participants overall described the Hypo-METRICS app as relevant, understandable, and comprehensive. In total, 3 themes were derived: hypoglycemia symptoms and experiences are idiosyncratic; it was easy to select ratings on the app, but day-to-day changes were perceived as minimal; and instructions could be improved. Participants offered suggestions for changes or additional questions and functions that could increase engagement and improve content (such as providing more examples with the questions). In exploring acceptability and feasibility, 5 themes were derived: helping science and people with diabetes; easy to fit in, but more flexibility wanted; hypoglycemia delaying responses and increasing completion time; design, functionality, and customizability of the app; and limited change in awareness of symptoms and impact. Participants described using the app as a positive experience overall and as having a possible, although limited, intervention effect in terms of both hypoglycemia awareness and personal impact. CONCLUSIONS The Hypo-METRICS app shows promise as a new research tool to assess the impact of hypoglycemia on an individual's daily functioning. Despite suggested improvements, participants' responses indicated that the app has satisfactory content validity, overall fits in with everyday life, and is suitable for a 10-week research study. Although developed for research purposes, real-time assessments may have clinical value for monitoring and reviewing hypoglycemia symptom awareness and personal impact.
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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
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
| | - Natalie Zaremba
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
| | - Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | | | - Patrick Divilly
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
| | - Gilberte Martine-Edith
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
| | - Stephanie A Amiel
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
| | - Julia K Mader
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - 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, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Montpellier, France
| | - Mark Evans
- Welcome-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, Netherlands
- Department of Internal Medicine, Division of Endocrinology and Metabolic Disease, Maastricht University Medical Centre, Maastricht, Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, Netherlands
| | - Simon Heller
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, United Kingdom
| | - Christel Hendrieckx
- School of Psychology, Institute for Health Transformation, Deakin University, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Carlton, Australia
| | - Pratik Choudhary
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
- Diabetes Research Centre, University of Leicester, Leicester, United Kingdom
| | - Jane Speight
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- School of Psychology, Institute for Health Transformation, Deakin University, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Carlton, Australia
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- School of Psychology, Institute for Health Transformation, Deakin University, Geelong, Australia
- Steno Diabetes Center Odense, Odense, Denmark
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15
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Pecoli PFG, Rosa ADS, Gabbay MAL, Dib SA. Psycho-Behavioral Characteristics Perceived as Facilitators by Brazilian Adults with Type 1 Diabetes Mellitus in a Public Health Service. Healthcare (Basel) 2023; 11:2300. [PMID: 37628498 PMCID: PMC10454162 DOI: 10.3390/healthcare11162300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 08/09/2023] [Accepted: 08/11/2023] [Indexed: 08/27/2023] Open
Abstract
Type 1 diabetes imposes a complex and challenging routine on patients and caregivers. Therefore, considering individual experiences and personal facilitators to promote assertive interventions is crucial. However, no studies have addressed these perspectives in the Brazilian adult population. We aimed to identify psycho-behavioral characteristics perceived as facilitators for coping with the condition. We used a biographical method to conduct semi-structured, face-to-face, in-depth interviews for each participant. Transcripts were analyzed using inductive thematic analysis. Participants (n = 22) were aged 18-57 years (mean: 30.2; standard deviation (SD): 8.7), and the duration since diagnosis was approximately 20.6 years (SD: 4.6). A total of 12 (54.4%) were women, 13 (59.1%) used insulin pumps, 14 (63.6%) had at least a college degree, and 13 (59.1%) had HbA1C (glycated hemoglobin) levels above 58 mmol/mol (7.5%). Five major themes emerged: (1) peer learning, (2) ownership, (3) welcoming experiences, (4) equity, and (5) reframing the path (P.O.W.E.R.). All themes appeared in the lived experiences shared by participants with HbA1C levels below 58 mmol/mol (7.5%). Improved glycemic control can be achieved, and the challenges encountered in diabetes care within similar socioeconomic contexts can be addressed by an interdisciplinary care team that takes P.O.W.E.R. into consideration when providing person-centered care strategies.
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Affiliation(s)
| | | | - Mônica Andrade Lima Gabbay
- Diabetes and Endocrinology Center, Internal Medicine Department, Universidade Federal de São Paulo, São Paulo 04039-032, Brazil
| | - Sérgio Atala Dib
- Diabetes and Endocrinology Center, Internal Medicine Department, Universidade Federal de São Paulo, São Paulo 04039-032, Brazil
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16
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Polonsky WH, Guzman SJ, Fisher L. The Hypoglycemic Fear Syndrome: Understanding and Addressing This Common Clinical Problem in Adults With Diabetes. Clin Diabetes 2023; 41:502-509. [PMID: 37849521 PMCID: PMC10577500 DOI: 10.2337/cd22-0131] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2023]
Abstract
Although a broad literature on fear of hypoglycemia and its impact on people with type 1 or type 2 diabetes has accumulated over the past three decades, there has been surprisingly little guidance concerning how best to tackle this problem in clinical care. The aim of this article is to begin filling this gap by describing the "hypoglycemic fear syndrome," which we define as hypoglycemic fear that has become so overwhelming that it leads to avoidance behaviors and chronically elevated glucose levels. We begin by presenting several illustrative cases, describing the syndrome and how it is most commonly presented in clinical care, and detailing its most common precipitants. We then offer practical, evidence-based strategies for clinical intervention, based on the literature and our clinical experience.
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Affiliation(s)
- William H. Polonsky
- Behavioral Diabetes Institute, San Diego, CA
- University of California, San Diego, San Diego, CA
| | | | - Lawrence Fisher
- Department of Family & Community Medicine, University of California, San Francisco, San Francisco, CA
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17
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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: 2.0] [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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18
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Carlton J, Powell P, Rowen D, Broadley M, Pouwer F, Speight J, Heller S, Gall M, Rosilio M, Child CJ, Comins J, McCrimmon RJ, de Galan B, Brazier J, Hypo‐RESOLVE CONSORTIUM. Producing a preference-based quality of LIFE measure to quantify the impact of HYPOGLYCAEMIA on people living with diabetes: A mixed-methods research protocol. Diabet Med 2023; 40:e15007. [PMID: 36398992 PMCID: PMC10099528 DOI: 10.1111/dme.15007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 11/03/2022] [Accepted: 11/12/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND Assessment of patient-reported outcome measures (PROMs), including quality of life (QoL), is essential in diabetes research and care. However, a recent review concluded that current hypoglycaemia-specific PROMs have limited evidence of validity, reliability and responsiveness for assessing the impact of hypoglycaemia on QoL in people living with diabetes. None of the PROMs identified could be used directly to inform the cost-effectiveness of treatments and interventions. There is a need for a new hypoglycaemia-specific QoL PROM, which can be used directly to inform economic evaluations. AIMS This project has three aims: (a) To develop draft PROM content for measuring the impact of hypoglycaemia on QoL in adults with diabetes. (b) To refine the draft content using cognitive debriefing interviews and psychometrics. This will result in a condition-specific PROM that can be used to quantify the impact of hypoglycaemia upon QoL. (c) To generate a preference-based measure (PBM) that will enable utility values to be calculated for economic evaluation. METHODS A mixed-methods, three-stage design is used: (a) Qualitative interviews will inform the draft PROM content. (b) Cognitive debriefing interview data will be used to refine the draft PROM content. The PROM will be administered in a large-scale survey to enable psychometric validation. Final item selection for the PROM will be informed by psychometric performance, translatability assessment and input from stakeholder groups. (c) A classification system will be generated, comprising a reduced number of items from the PROM. A valuation survey will be conducted to derive a value set for the PBM.
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Affiliation(s)
- Jill Carlton
- School of Health and Related Research (ScHARR)University of SheffieldSheffieldUK
| | - Philip Powell
- School of Health and Related Research (ScHARR)University of SheffieldSheffieldUK
| | - Donna Rowen
- School of Health and Related Research (ScHARR)University of SheffieldSheffieldUK
| | - Melanie Broadley
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
| | - Frans Pouwer
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
- Steno Diabetes Center OdenseOdenseDenmark
| | - Jane Speight
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
- School of PsychologyDeakin UniversityGeelongAustralia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes VictoriaMelbourneAustralia
| | - Simon Heller
- Department of Oncology and MetabolismUniversity of SheffieldSheffieldUK
| | - Mari‐Anne Gall
- Novo Nordisk A/S, Medical & Science, Insulin & Devices, Clinical Drug DevelopmentSøborgDenmark
| | - Myriam Rosilio
- Eli Lilly & Company, Diabetes Medical UnitNeuilly sur seineFrance
| | | | - Jonathan Comins
- Novo Nordisk A/S, Medical & Science, Centre of Expertise, Patient Focused Drug DevelopmentSøborgDenmark
| | - Rory J. McCrimmon
- Systems Medicine, School of MedicineUniversity of DundeeDundeeScotland
| | - Bastiaan de Galan
- Department of MedicineRadboud University Medical CentreNijmegenthe Netherlands
- Department of Internal MedicineMaastricht University Medical Center+Maastrichtthe Netherlands
- CARIM School for Cardiovascular DiseaseMaastricht UniversityMaastrichtthe Netherlands
| | - John Brazier
- School of Health and Related Research (ScHARR)University of SheffieldSheffieldUK
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19
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Chatwin H, Broadley M, de Galan B, Bazelmans E, Speight J, Pouwer F, Nefs G. Effectiveness of educational and behavioural interventions for reducing fear of hypoglycaemia among adults with type 1 diabetes: Systematic review and meta-analyses. Diabet Med 2023; 40:e15071. [PMID: 36807935 DOI: 10.1111/dme.15071] [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: 08/15/2022] [Revised: 02/02/2023] [Accepted: 02/16/2023] [Indexed: 02/20/2023]
Abstract
AIMS To summarize and critically appraise evidence regarding the effectiveness of educational and/or behavioural interventions in reducing fear of hypoglycaemia among adults with type 1 diabetes. METHODS Systematic searches of medical and psychology databases were conducted. Risk-of-bias was assessed using the Joanna Briggs Institute Critical Appraisal Tools. Data were synthesized using random-effects meta-analyses for randomized controlled trials (RCTs) and narrative synthesis for observational studies. RESULTS Five RCTs (N = 682) and seven observational studies (N = 1519) met the inclusion criteria, reporting on behavioural, structured education and cognitive-behavioural therapy (CBT) interventions. Most studies assessed fear of hypoglycaemia using the Hypoglycaemia Fear Survey Worry (HFS-W) and Behaviour (HFS-B) subscales. Mean fear of hypoglycaemia at baseline was relatively low across studies. Meta-analyses showed a significant effect of interventions on HFS-W (SMD = -0.17, p = 0.032) but not on HFS-B scores (SMD = -0.34, p = 0.113). Across RCTs, Blood Glucose Awareness Training (BGAT) had the largest effect on HFS-W and HFS-B scores, and one CBT-based program was as effective as BGAT in reducing HFS-B scores. Observational studies showed that Dose Adjustment for Normal Eating (DAFNE) was associated with significant fear of hypoglycaemia reductions. CONCLUSIONS Current evidence suggests that educational and behavioural interventions can reduce fear of hypoglycaemia. However, no study to date has examined these interventions among people with high fear of hypoglycaemia.
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Affiliation(s)
- Hannah Chatwin
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- National Centre for Register-Based Research, Aarhus University, Aarhus, Denmark
| | - Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Bastiaan de Galan
- Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, Netherlands
- Department of Internal Medicine, Maastricht University Medical Center+, Maastricht, Netherlands
- CARIM School for Cardiovascular Disease, Maastricht University, Maastricht, Netherlands
| | - Ellen Bazelmans
- Department of Medical Psychology, Radboud University Medical Center, Radboud Institute for Health Sciences, Nijmegen, Netherlands
| | - 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
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Steno Diabetes Center Odense, Odense, Denmark
- Department of Medical Psychology, Amsterdam UMC, Amsterdam, The Netherlands
| | - Giesje Nefs
- Department of Medical Psychology, Radboud University Medical Center, Radboud Institute for Health Sciences, Nijmegen, Netherlands
- Department of Medical and Clinical Psychology, Tilburg University, Center of Research on Psychological disorders and Somatic diseases (CoRPS), Tilburg, Netherlands
- Diabeter, Center for Type 1 Diabetes Care and Research, Rotterdam, Netherlands
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20
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Jansen TJP, Brom M, Boss M, Buitinga M, Tack CJ, van Meijel LA, de Galan BE, Gotthardt M. Importance of beta cell mass for glycaemic control in people with type 1 diabetes. Diabetologia 2023; 66:367-375. [PMID: 36394644 PMCID: PMC9669532 DOI: 10.1007/s00125-022-05830-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 10/10/2022] [Indexed: 11/18/2022]
Abstract
AIMS/HYPOTHESIS The role of beta cell mass in the balance of glucose control and hypoglycaemic burden in people with type 1 diabetes is unclear. We applied positron emission tomography (PET) imaging with radiolabelled exendin to compare beta cell mass among people with type 1 diabetes and either low glucose variability (LGV) or high glucose variability (HGV). METHODS All participants with either LGV (n=9) or HGV (n=7) underwent a mixed-meal tolerance test to determine beta cell function and wore a blinded continuous glucose monitor for a week. After an i.v. injection with [68Ga]Ga-NODAGA-exendin-4, PET images were acquired for the quantification of pancreatic uptake of radiolabelled exendin. The mean standardised uptake value (SUVmean) of the pancreas was used to determine the amount of beta cell mass. RESULTS Participants with LGV had lower HbA1c (46.0 mmol/mol [44.5-52.5] [6.4% (6.3-7)] vs 80 mmol/mol [69.0-110] [9.5% (8.5-12.2)], p=0.001) and higher time in range (TIR) (75.6% [73.5-90.3] vs 38.7% [25.1-48.5], p=0.002) than those with HGV. The SUVmean of the pancreas was higher for the LGV than for the HGV group (5.1 [3.6-5.6] vs 2.9 [2.1-3.4], p=0.008). The AUCC-peptide:AUCglucose ratio was numerically, but not statistically, higher in the LGV compared with the HGV group (2.7×10-2 [6.2×10-4-5.3×10-2] vs 9.3×10-4 [4.7×10-4-5.2×10-3], p=0.21). SUVmean correlated with the AUCC-peptide:AUCglucose ratio (Pearson r=0.64, p=0.01), as well as with the TIR (r=0.64, p=0.01) and the SD of interstitial glucose levels (r=-0.66, p=0.007). CONCLUSION/INTERPRETATION Our data show higher beta cell mass in people with type 1 diabetes and LGV than in those with HGV, independent of beta cell function.
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Affiliation(s)
- Theodorus J P Jansen
- Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Maarten Brom
- Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Marti Boss
- Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands.
| | - Mijke Buitinga
- Nutrition and Movement Sciences, Maastricht University, Maastricht, the Netherlands
- Radiology and Nuclear Medicine, Maastricht UMC+, Maastricht, the Netherlands
| | - Cees J Tack
- Internal Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Lian A van Meijel
- Internal Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
- Internal Medicine, Maxima Medical Center, Veldhoven, the Netherlands
| | - Bastiaan E de Galan
- Internal Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
- Internal Medicine, Maastricht UMC+, Maastricht, the Netherlands
- CARIM School for Cardiovascular Disease, Maastricht University, Maastricht, the Netherlands
| | - Martin Gotthardt
- Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands
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21
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Broadley M, Chatwin H, Søholm U, Amiel SA, Carlton J, De Galan BE, Hendrieckx C, McCrimmon RJ, Skovlund SE, Pouwer F, Speight J. The 12-Item Hypoglycemia Impact Profile (HIP12): psychometric validation of a brief measure of the impact of hypoglycemia on quality of life among adults with type 1 or type 2 diabetes. BMJ Open Diabetes Res Care 2022; 10:10/4/e002890. [PMID: 35977753 PMCID: PMC9389129 DOI: 10.1136/bmjdrc-2022-002890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Accepted: 07/15/2022] [Indexed: 11/13/2022] Open
Abstract
INTRODUCTION The aim of this study was to determine the psychometric properties of the 12-Item Hypoglycemia Impact Profile (HIP12), a brief measure of the impact of hypoglycemia on quality of life (QoL) among adults with type 1 (T1D) or type 2 diabetes (T2D). RESEARCH DESIGN AND METHODS Adults with T1D (n=1071) or T2D (n=194) participating in the multicountry, online study, 'Your SAY: Hypoglycemia', completed the HIP12. Psychometric analyses were undertaken to determine acceptability, structural validity, internal consistency, convergent/divergent validity, and known-groups validity. RESULTS Most (98%) participants completed all items on the HIP12. The expected one-factor solution was supported for T1D, T2D, native English speaker, and non-native English speaker groups. Internal consistency was high across all groups (ω=0.91-0.93). Convergent and divergent validity were satisfactory. Known-groups validity was demonstrated for both diabetes types, by frequency of severe hypoglycemia (0 vs ≥1 episode in the past 12 months) and self-treated episodes (<2 vs 2-4 vs ≥5 per week). The measure also discriminated by awareness of hypoglycemia in those with T1D. CONCLUSIONS The HIP12 is an acceptable, internally consistent, and valid tool for assessing the impact of hypoglycemia on QoL among adults with T1D. The findings in the relatively small sample with T2D are encouraging and warrant replication in a larger sample.
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Affiliation(s)
- Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Hannah Chatwin
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Uffe Søholm
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | | | - Jill Carlton
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Bastiaan E De Galan
- Department of Internal Medicine, Diabetes Section, Radboudumc, Nijmegen, The Netherlands
- Department of Internal Medicine/Endocrinology, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Christel Hendrieckx
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
- School of Psychology, Deakin University, Geelong, Victoria, Australia
| | - Rory J McCrimmon
- Division of Systems Medicine, School of Medicine, University of Dundee, Dundee, UK
| | - Søren E Skovlund
- Patient-Centered Research Science, Evidera, London, UK
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Steno Diabetes Center Odense, Odense, Denmark
| | - Jane Speight
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
- School of Psychology, Deakin University, Geelong, Victoria, Australia
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22
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Jensen MV, Broadley M, Speight J, Chatwin H, Scope A, Cantrell A, Heller S, de Galan BE, Hendrieckx C, Pouwer F. The impact of hypoglycaemia in children and adolescents with type 1 diabetes on parental quality of life and related outcomes: A systematic review. Pediatr Diabetes 2022; 23:390-405. [PMID: 34981624 DOI: 10.1111/pedi.13308] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 12/15/2021] [Accepted: 12/22/2021] [Indexed: 11/28/2022] Open
Abstract
This systematic review aims to summarize and critically evaluate the current evidence regarding the impact of hypoglycaemia in children and adolescents with type 1 diabetes on parental quality of life. MEDLINE, PsycINFO, CINAHL, and the Cochrane Library were searched. Inclusion criteria were: 1) quantitative design, 2) included parents of children or adolescents with type 1 diabetes, 3) assessment of hypoglycemia in children/adolescents with type 1 diabetes, 4) assessment of parent quality of life (or related domains of life), and 5) analysis of the relationship(s) between the child's hypoglycaemia and parents' quality of life. The data were summarised in accordance with Synthesis Without Meta-Analysis Guidelines. Twelve studies were included, reporting data from 1895 parents across six countries. Ten studies were cross-sectional; two included prospective data. Evidence suggested that greater frequency and severity of hypoglycemia was associated with greater parental fear of hypoglycemia, emotional distress and family burden. Children's hypoglycaemia has a negative impact on the well-being of parents, but there is an absence of evidence regarding the impact on their overall quality of life. Research into the hypoglycaemia-specific quality of life of parents is needed to explore the impact on various areas, such as social and physical dimensions.
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Affiliation(s)
| | - Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Jane Speight
- Department of Psychology, University of Southern Denmark, Odense, Denmark.,The Australian Centre for Behavioral Research in Diabetes, Melbourne, Victoria, Australia.,School of Psychology, Deakin University, Geelong, Australia
| | - Hannah Chatwin
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Alison Scope
- School of Health and Related Research, University of Sheffield, UK
| | - Anna Cantrell
- School of Health and Related Research, University of Sheffield, UK
| | - Simon Heller
- Department of Oncology and Metabolism, University of Sheffield, UK
| | - Bastiaan E de Galan
- Department of Internal Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.,CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands.,Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Christel Hendrieckx
- The Australian Centre for Behavioral Research in Diabetes, Melbourne, Victoria, Australia.,School of Psychology, Deakin University, Geelong, Australia
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark.,School of Psychology, Deakin University, Geelong, Australia.,Steno Diabetes Center Odense, Odense, Denmark
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23
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Ichikawa M, Yamakawa T, Sakamoto R, Takahashi K, Suzuki J, Matsuura-Shinoda M, Shigematsu E, Tanaka S, Kaneshiro M, Asakura T, Kawata T, Yamada Y, Nezu Osada U, Isozaki T, Takahashi A, Kadonosono K, Terauchi Y. A cross-sectional study of the relationship between quality of life and sleep quality in Japanese patients with type 1 diabetes mellitus. Endocr J 2022; 69:399-406. [PMID: 34853196 DOI: 10.1507/endocrj.ej21-0408] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
This study aimed to reveal the relationship between quality of life (QOL) and sleep quality in patients with type 1 diabetes mellitus (T1DM). Overall, 202 patients with T1DM were registered in our study, and 192 were eligible for analysis. Baseline characteristics and laboratory values were determined. Patients completed the Japanese versions of the Pittsburgh Sleep Quality Index (PSQI) and Diabetes Therapy-Related QOL (DTR-QOL) questionnaires. We investigated the relationship between the global PSQI and DTR-QOL total scores by using linear regression analysis. In univariate regression analysis, DTR-QOL total scores were associated with body mass index, alcohol consumption, hypertension, hemoglobin A1c (HbA1c), and global PSQI score (all p-value <0.05) but not with sleep duration. When the association between PSQI subscales and DTR-QOL total scores was examined, DTR-QOL total scores were significantly related to subjective sleep quality and daytime dysfunction. In a multivariate regression analysis, the global PSQI score was negatively related to DTR-QOL total scores. Patients with an HbA1c concentration ≥8.0% had significantly lower DTR-QOL total scores. We revealed a relationship between QOL and sleep quality in T1DM patients and showed that the relationship between QOL and PSQI subscales in T1DM patients may be different from that in patients with type 2 diabetes mellitus. Assessing and managing sleep quality may be necessary for patients with diabetes to improve QOL.
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Affiliation(s)
- Masahiro Ichikawa
- Department of Endocrinology and Diabetes, Yokohama City University Medical Center, Yokohama, Japan
| | - Tadashi Yamakawa
- Department of Endocrinology and Diabetes, Yokohama City University Medical Center, Yokohama, Japan
| | - Rika Sakamoto
- Department of Endocrinology and Diabetes, Yokohama City University Medical Center, Yokohama, Japan
| | - Kenichiro Takahashi
- Department of Endocrinology and Diabetes, Yokohama City University Medical Center, Yokohama, Japan
| | - Jun Suzuki
- Department of Endocrinology and Diabetes, Yokohama City University Medical Center, Yokohama, Japan
| | - Minori Matsuura-Shinoda
- Department of Endocrinology and Diabetes, Yokohama City University Medical Center, Yokohama, Japan
| | - Erina Shigematsu
- Department of Endocrinology and Diabetes, Yokohama City University Medical Center, Yokohama, Japan
| | | | | | | | | | - Yoshihiko Yamada
- International University of Health and Welfare, Atami Hospital, Atami, Japan
| | | | | | | | - Kazuaki Kadonosono
- Department of Ophthalmology, Yokohama City University Medical Center, Yokohama, Japan
| | - Yasuo Terauchi
- Department of Endocrinology and Metabolism, Yokohama City University School of Medicine, Yokohama, Japan
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Stuckey HL, Desai U, King SB, Popadic L, Levinson W, Kirson NY, Hankosky ER, Mitchell B. The experience of a severe hypoglycaemic event from the perspective of people with diabetes and their caregivers: "What am I going to do?". Diabet Med 2022; 39:e14745. [PMID: 34797937 PMCID: PMC9299593 DOI: 10.1111/dme.14745] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 09/16/2021] [Accepted: 11/17/2021] [Indexed: 11/28/2022]
Abstract
AIMS Among people with diabetes using insulin, severe hypoglycaemia (SH) can be a life-threatening complication, if untreated. The personal experiences during an SH event from the perspectives of people with diabetes and their caregivers are not well-characterized. This study assessed the perceptions of the event and the decision making processes of people with diabetes (T1D n = 36; T2D n = 24) and their caregivers during SH events. METHODS In-depth one-on-one telephone interviews were conducted with dyads of people with diabetes and caregivers in the United States (n = 120). An initial synopsis and inductive codebook schema were used to analyse the data with two independent coders (kappa = 0.87-0.89). Themes were developed from the codes, and codes were re-mapped to the themes. RESULTS Four themes were formed: (1) Caregivers scramble to do the right thing and support people with diabetes in treating SH; (2) Decision making capacity is impaired during an SH event, often a panicked time; (3) People learn to manage SH events through their own experiences and frequently make lifestyle changes to prevent and treat future events; and (4) Discussion with healthcare providers about SH, and particularly SH treatment, is limited. CONCLUSIONS SH events are stressful and often evoke emotional reactions that can impair decision making. Thus, advance treatment planning of SH events needs to occur. Much of the knowledge about SH treatment derives from prior experience rather than healthcare provider guidance, suggesting a need for healthcare providers to initiate proactive discussions about SH treatment.
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Chatwin H, Broadley M, Hendrieckx C, Carlton J, Heller S, Amiel SA, de Galan BE, Hermanns N, Finke‐Groene K, Speight J, Pouwer F, the Hypo‐RESOLVE Consortium. Unmet support needs relating to hypoglycaemia among adults with type 1 diabetes: Results of a multi-country web-based qualitative study. Diabet Med 2022; 39:e14727. [PMID: 34668230 PMCID: PMC9298379 DOI: 10.1111/dme.14727] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 10/18/2021] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Hypoglycaemic episodes and fear of hypoglycaemia can be burdensome for adults with type 1 diabetes. This study explored support needs relating to hypoglycaemia among adults with type 1 diabetes living in Denmark, Germany, the Netherlands and the United Kingdom. RESEARCH DESIGN AND METHODS Respondents participated in a web-based qualitative study involving four open-ended questions that asked what they wished other people understood about hypoglycaemia and what other people could do differently to support them with hypoglycaemia. Responses were analyzed using reflexive thematic analysis. RESULTS Participants were 219 adults with type 1 diabetes (mean ± SD age 39 ± 13 years; mean ± SD diabetes duration 20 ± 14 years). They described unmet needs relating to: (1) Clinical support, involving access to new diabetes technologies, training on hypoglycaemia prevention, personalised care and psychological support; (2) Practical support, involving family and friends better supporting them with hypoglycaemia management and prevention; (3) Education for other people, involving others becoming more informed about hypoglycaemia; and (4) An appreciation of the burden, involving others recognizing the experience and impact of episodes, and the burden of living with the risk of hypoglycaemia. CONCLUSIONS Adults with type 1 diabetes report several unmet support needs relating to hypoglycaemia. Service delivery should be person-centred and prioritise the individual's support needs. Clinical conversations are needed to identify the individual's support needs and develop tailored support plans. People with diabetes and their family members should be offered hypoglycaemia-specific education and training.
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Affiliation(s)
- Hannah Chatwin
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
| | - Melanie Broadley
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
| | - Christel Hendrieckx
- School of PsychologyDeakin UniversityGeelongVictoriaAustralia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes VictoriaMelbourneVictoriaAustralia
| | - Jill Carlton
- School of Health and Related ResearchUniversity of SheffieldSheffieldUK
| | - Simon Heller
- Department of Oncology and MetabolismUniversity of SheffieldSheffieldUK
| | | | - Bastiaan E. de Galan
- Department of Internal MedicineRadboud University Medical CentreNijmegenThe Netherlands
- Department of Internal MedicineMaastricht University Medical CenterMaastrichtThe Netherlands
| | - Norbert Hermanns
- Research Institute Diabetes Academy MergentheimBad MergentheimGermany
| | | | - Jane Speight
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
- School of PsychologyDeakin UniversityGeelongVictoriaAustralia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes VictoriaMelbourneVictoriaAustralia
| | - Frans Pouwer
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
- School of PsychologyDeakin UniversityGeelongVictoriaAustralia
- Steno Diabetes Center OdenseOdenseDenmark
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Chatwin H, Broadley M, Valdersdorf Jensen M, Hendrieckx C, Carlton J, Heller S, Amiel S, de Galan B, Hermanns N, Finke-Groene K, Speight J, Pouwer F. 'Never again will I be carefree': a qualitative study of the impact of hypoglycemia on quality of life among adults with type 1 diabetes. BMJ Open Diabetes Res Care 2021; 9:e002322. [PMID: 34400465 PMCID: PMC8370551 DOI: 10.1136/bmjdrc-2021-002322] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 07/17/2021] [Indexed: 12/25/2022] Open
Abstract
INTRODUCTION Achieving glycemic targets and optimizing quality of life (QoL) are important goals of type 1 diabetes care. Hypoglycemia is a common barrier to achieving targets and can be associated with significant distress. However, the impact of hypoglycemia on QoL is not fully understood. The aim of this study was to explore how adults with type 1 diabetes are impacted by hypoglycemia in areas of life that are important to their overall QoL. RESEARCH DESIGN AND METHODS Participants responded to a web-based qualitative survey involving a novel 'Wheel of Life' activity. Responses were analyzed using reflexive thematic analysis. RESULTS The final sample included 219 adults with type 1 diabetes from Denmark, Germany, the Netherlands, and the UK. They had a mean±SD age of 39±13 years and diabetes duration of 20±14 years. Participants identified eight areas of life important to their overall QoL, including relationships and social life, work and studies, leisure and physical activity, everyday life, sleep, sex life, physical health, and mental health. Participants reported emotional, behavioral, cognitive, and social impacts of hypoglycemia within domains. Across domains, participants described interruptions, limited participation in activities, exhaustion, fear of hypoglycemia, compensatory strategies to prevent hypoglycemia, and reduced spontaneity. CONCLUSIONS The findings emphasize the profound impact of hypoglycemia on QoL and diabetes self-care behaviors. Diabetes services should be aware of and address the burden of hypoglycemia to provide person-centered care. Clinicians could ask individuals how hypoglycemia affects important areas of their lives to better understand the personal impact and develop tailored management plans.
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Affiliation(s)
- Hannah Chatwin
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | | | - Christel Hendrieckx
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
- School of Psychology, Deakin University, Melbourne, Victoria, Australia
| | - Jill Carlton
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Simon Heller
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
| | | | - Bastiaan de Galan
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Internal Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Norbert Hermanns
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
| | | | - Jane Speight
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
- School of Psychology, Deakin University, Melbourne, Victoria, Australia
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Research Unit, Steno Diabetes Center Odense, Odense, Denmark
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