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Bashir A, Flatt AJ, Richell G, Shaw JAM. A single-site feasibility randomised controlled trial comparing 'my hypo compass' short pyscho-educational intervention with standard care alone in individuals with type 1 diabetes and impaired awareness of hypoglycaemia. Diabet Med 2024; 41:e15389. [PMID: 38927008 DOI: 10.1111/dme.15389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Revised: 05/26/2024] [Accepted: 06/09/2024] [Indexed: 06/28/2024]
Abstract
AIMS The HypoCOMPaSS multi-centre trial achieved improvement in hypoglycaemia awareness and 20-fold reduction in severe hypoglycaemia (SH) in a cohort with long-standing type 1 diabetes (T1D). All participants received 'my hypo compass' (MHC) brief structured psycho-educational intervention in addition to optimisation of insulin delivery/glucose monitoring. In this 24-week, prospective, single-centre feasibility RCT, we piloted MHC as a sole intervention in comparison to standard clinical care alone (CON). METHODS Participants with T1D and impaired hypoglycaemia awareness (IAH) (Clarke score ≥4) were recruited. MHC comprised a group/individual 1-2 h face-to-face session followed by a telephone call and second face-to-face session at 4 weeks. Outcome measures at 24 weeks were compared with baseline. RESULTS Fifty-two individuals provided consent for screening with 39 fulfilling eligibility criteria. Fifteen withdrew before any study intervention. Twenty-four adults with (mean ± SD) T1D duration 41.0 ± 15.1 years commenced/completed the study (100% visit attendance); 12 randomised to MHC and 12 to CON. All had IAH at baseline and at 24 weeks. Annualised SH rate following MHC was 3.8 ± 19.0 (24 weeks) versus 12.6 ± 3.5 (Baseline) and in CON group 2.0 ± 19.0 (24 weeks) versus 4.6 ± 11.5 (Baseline). 'Immediate Action' for and 'Worry' about hyperglycaemia measured by the Hyperglycaemia Avoidance Scale appeared lower following MHC. Participants attended all study visits and reflected positively on the MHC intervention. CONCLUSIONS Feasibility of MHC implementation without additional intervention has been demonstrated. MHC education was associated with positive changes in attitudes and behaviours with the potential to reduce SH risk. MHC provides a validated, simple, well-received programme to fulfil the educational component within RCTs targeting problematic hypoglycaemia and as part of holistic clinical care.
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Affiliation(s)
- Ayat Bashir
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- Newcastle Diabetes Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Anneliese J Flatt
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Gez Richell
- Newcastle Diabetes Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - James A M Shaw
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- Newcastle Diabetes Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
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Healey A, Soukup T, Sevdalis N, Bakolis I, Cross S, Heller SR, Brooks A, Kariyawasam D, Toschi E, Gonder-Frederick L, Stadler M, Rogers H, Goldsmith K, Choudhary P, de Zoysa N, Amiel SA. Cost-effectiveness of a Novel Hypoglycaemia Programme: The 'HARPdoc vs BGAT' RCT. Diabet Med 2024; 41:e15304. [PMID: 38421806 DOI: 10.1111/dme.15304] [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: 11/09/2023] [Revised: 01/25/2024] [Accepted: 01/27/2024] [Indexed: 03/02/2024]
Abstract
AIMS To assess the cost-effectiveness of HARPdoc (Hypoglycaemia Awareness Restoration Programme for adults with type 1 diabetes and problematic hypoglycaemia despite optimised care), focussed upon cognitions and motivation, versus BGAT (Blood Glucose Awareness Training), focussed on behaviours and education, as adjunctive treatments for treatment-resistant problematic hypoglycaemia in type 1 diabetes, in a randomised controlled trial. METHODS Eligible adults were randomised to either intervention. Quality of life (QoL, measured using EQ-5D-5L); cost of utilisation of health services (using the adult services utilization schedule, AD-SUS) and of programme implementation and curriculum delivery were measured. A cost-utility analysis was undertaken using quality-adjusted life years (QALYs) as a measure of trial participant outcome and cost-effectiveness was evaluated with reference to the incremental net benefit (INB) of HARPdoc compared to BGAT. RESULTS Over 24 months mean total cost per participant was £194 lower for HARPdoc compared to BGAT (95% CI: -£2498 to £1942). HARPdoc was associated with a mean incremental gain of 0.067 QALYs/participant over 24 months post-randomisation: an equivalent gain of 24 days in full health. The mean INB of HARPdoc compared to BGAT over 24 months was positive: £1521/participant, indicating comparative cost-effectiveness, with an 85% probability of correctly inferring an INB > 0. CONCLUSIONS Addressing health cognitions in people with treatment-resistant hypoglycaemia achieved cost-effectiveness compared to an alternative approach through improved QoL and reduced need for medical services, including hospital admissions. Compared to BGAT, HARPdoc offers a cost-effective adjunct to educational and technological solutions for problematic hypoglycaemia.
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Affiliation(s)
- Andrew Healey
- Centre for Implementation Science, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Tayana Soukup
- Centre for Implementation Science, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Nick Sevdalis
- Centre for Implementation Science, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Ioannis Bakolis
- Centre for Implementation Science, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Samantha Cross
- Centre for Implementation Science, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Simon R Heller
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
| | - Augustin Brooks
- University Hospitals Dorset NHS Foundation Trust, Bournemouth, UK
| | - Dulmini Kariyawasam
- Department of Diabetes and Endocrinology, Guy's and St Thomas' NHS Foundation Trust, London, UK
- Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Elena Toschi
- Joslin Diabetes Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Linda Gonder-Frederick
- Department of Psychiatry and Neurobehavioral Sciences, University of Virginia, Charlottesville, USA
| | - Marietta Stadler
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine & Sciences, King's College, London, UK
| | - Helen Rogers
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, UK
| | - Kimberley Goldsmith
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Pratik Choudhary
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine & Sciences, King's College, London, UK
- Leicester Diabetes Centre, University of Leicester, Leicester, UK
| | - Nicole de Zoysa
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, UK
| | - Stephanie A Amiel
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine & Sciences, King's College, London, UK
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, UK
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3
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Lin YK, Ye W, Rogers H, Brooks A, Toschi E, Kariyawasam D, Heller S, de Zoysa N, Amiel SA. Mitigating Severe Hypoglycemia in Users of Advanced Diabetes Technologies: Impaired Awareness of Hypoglycemia and Unhelpful Hypoglycemia Beliefs as Targets for Interventions. Diabetes Technol Ther 2024. [PMID: 38662427 DOI: 10.1089/dia.2024.0039] [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: 04/26/2024]
Abstract
Objective: A subgroup analysis of the Hypoglycemia Awareness Restoration Programme for people with type 1 diabetes and problematic hypoglycemia persisting despite optimized care (HARPdoc) trial was conducted to explore the impact of Blood Glucose Awareness Training (BGAT, a hypoglycemia awareness training program) and the HARPdoc (a psychoeducation addressing unhelpful hypoglycemia beliefs) in reducing severe hypoglycemia (SH) in individuals using advanced diabetes technologies (ADTs). Methods: Data from trial participants who utilized ADTs, including continuous glucose monitors or automated insulin delivery systems, were extracted. Generalized linear mixed-effects models with Poisson distribution or linear mixed-effects models were used to evaluate SH incidence, and Gold questionnaire, Attitudes to Awareness of Hypoglycemia (A2A), Problem Areas in Diabetes (PAID), Hospital Anxiety and Depress Scale (HADS)-anxiety, and HADS-depression scores as measures of hypoglycemia awareness, unhelpful hypoglycemia beliefs, diabetes distress, and anxiety and depression symptoms, respectively. Results: In the 45 participants using ADTs, the BGAT and HARPdoc interventions both reduced SH incidence by more than 50% (P < 0.0001) and yielded improvements in hypoglycemia awareness (P < 0.05). HARPdoc outperformed BGAT in reducing SH at month 24 (P = 0.01). HARPdoc also mitigated unhelpful hypoglycemia beliefs (P < 0.0001), diabetes distress (P < 0.05), and anxiety symptoms (P < 0.05); BGAT demonstrated no significant impacts in these respects. Neither HARPdoc nor BGAT had significant effects on depression symptoms. Conclusion: Psychoeducation (BGAT and HARPdoc) was effective in reducing SH in people using ADTs. HARPdoc may also provide greater long-term SH reduction and improves psychological well-being in this patient group.
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Affiliation(s)
- Yu Kuei Lin
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Wen Ye
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, Michigan, USA
| | - Helen Rogers
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, United Kingdom
| | - Augustin Brooks
- University Hospitals Dorset NHS Foundation Trust, Bournemouth, United Kingdom
| | - Elena Toschi
- Joslin Diabetes Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Dulmini Kariyawasam
- Department of Diabetes and Endocrinology, Guy's and St Thomas' Hospital NHS Foundation Trust, London, United Kingdom
| | - Simon Heller
- School of Medicine and Population Health, University of Sheffield, Sheffield, United Kingdom
| | - Nicole de Zoysa
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, United Kingdom
| | - Stephanie A Amiel
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Kings College London, London, United Kingdom
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McKechnie V, Oliver N, Amiel SA, Fox JRE. Hyperglycaemia aversion in type 1 diabetes: A grounded theory study. Br J Health Psychol 2024; 29:254-271. [PMID: 37806779 DOI: 10.1111/bjhp.12697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 05/12/2023] [Accepted: 09/26/2023] [Indexed: 10/10/2023]
Abstract
OBJECTIVE Very little is known about the circumstances under which hyperglycaemia aversion develops and is maintained. The present study aimed to identify psychological factors involved in the process of hyperglycaemia aversion and to understand how it affects people's self-management of type 1 diabetes. DESIGN Qualitative, in-depth interviews were used. METHODS A constructivist grounded theory study, using semi-structured participant interviews, was undertaken to build a theoretical model of the process of hyperglycaemia aversion. RESULTS Eighteen participants were interviewed. Fifteen were considered hyperglycaemia averse and included in the analysis. A theoretical model was developed to describe and explain processes involved in hyperglycaemia aversion. Many participants held very high standards for themselves and often had a strong preference for control. While some participants described anxiety associated with higher blood glucose, the most proximal driver of their approach was self-criticism and frustration associated with not meeting their own high standards for blood glucose. A number of attentional processes and beliefs, mostly related to hypoglycaemia, maintained and reinforced their blood glucose preference. Diabetes technology served as an enabler, raiser of standards, and additional critical judge of participants' hyperglycaemia aversion. CONCLUSIONS The trans-diagnostic concept of emotional over-control is used to understand the proposed model of processes of hyperglycaemia aversion. The present study offers new insight which will aid clinicians in identifying and supporting those who may be at risk of psychological distress and harm associated with a preference for avoidance of higher blood glucose levels.
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Affiliation(s)
- Vicky McKechnie
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
- Department of Clinical Health Psychology and Neuropsychology, Imperial College Healthcare NHS Trust and West London NHS Trust, London, UK
| | - Nick Oliver
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
| | - Stephanie A Amiel
- Department of Diabetes, Faculty of Life Sciences, King's College London, London, UK
- King's College Hospital NHS Foundation Trust, London, UK
| | - John R E Fox
- School of Psychology, Cardiff University, Cardiff, UK
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Bond Z, Malik S, Bashir A, Stocker R, Buckingham J, Speight J, Shaw JAM. Validation of Igls Criteria for Islet Transplant Functional Status Using Person-Reported Outcome Measures in a Cross-Sectional Study. Transpl Int 2023; 36:11659. [PMID: 37822448 PMCID: PMC10563803 DOI: 10.3389/ti.2023.11659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 09/07/2023] [Indexed: 10/13/2023]
Abstract
Associations between islet graft function and well-being in islet transplant recipients requiring exogenous insulin remain unclear. This cross-sectional analysis compared person-reported outcome measures in 15 adults with type 1 diabetes whose islet transplants were classified according to Igls criteria as "Good" (n = 5), "Marginal" (n = 4) and "Failed" (n = 6) graft function. At a mean of 6.2 years post-first islet transplant, 90% reduction in severe hypoglycaemia was maintained in all groups, with HbA1c (mean ± SD mmol/mol) 49 ± 4 in recipients with "Good" function; 56 ± 5 ("Marginal"); and 69 ± 25 ("Failed"). Self-reported impaired awareness of hypoglycaemia persisted in all groups but those with "Good" function were more likely to experience symptoms during hypoglycaemia. "Marginal" function was associated with greater fear of hypoglycaemia (HFS-II score: "Marginal": 113 [95, 119]; "Failed": 63 [42, 93] (p = 0.082); "Good": 33 [29, 61]) and severe anxiety (GAD7: "Marginal"): 21 [17, 21]; "Failed": 6 [6, 6] "Good": 6 [3, 11]; (p = 0.079)), diabetes distress and low mood. Despite clear evidence of ongoing clinical benefit, Igls criteria 'Marginal' function is associated with sub-optimal well-being, including greater fear of hypoglycaemia and severe anxiety. This study provides person-reported validation that "Good" and "Marginal" graft function are differentiated by general and diabetes-specific subjective well-being, suggesting those with "Marginal" function may benefit from further intervention, including re-transplantation.
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Affiliation(s)
- Zoe Bond
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Saffron Malik
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Ayat Bashir
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Rachel Stocker
- School of Biomedical, Nutritional and Sport Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Jocelyn Buckingham
- Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
| | - Jane Speight
- School of Psychology, Institute for Health Transformation, Deakin University, Geelong, VIC, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Carlton, VIC, Australia
| | - James A. M. Shaw
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
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Ali N, El Hamdaoui S, Nefs G, Walburgh Schmidt JWJ, Tack CJ, de Galan BE. High diabetes-specific distress among adults with type 1 diabetes and impaired awareness of hypoglycaemia despite widespread use of sensor technology. Diabet Med 2023; 40:e15167. [PMID: 37347681 DOI: 10.1111/dme.15167] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 06/18/2023] [Accepted: 06/19/2023] [Indexed: 06/24/2023]
Abstract
AIMS Impaired awareness of hypoglycaemia (IAH) has been associated with increased diabetes distress and use of sensor technology can reduce diabetes distress. The aim of this study was to examine diabetes-specific distress (emotions, cognitions, behaviours) in relation to IAH status and use of glucose sensors in people with type 1 diabetes. METHODS Individuals with type 1 diabetes from an academic diabetes outpatient clinic completed the Clarke questionnaire (to assess hypoglycaemic awareness), Problem Areas in Diabetes (PAID-5), Hypoglycaemia Fear Survey-II (HFS-II), Attitudes to Awareness of Hypoglycaemia Survey (A2A), Nijmegen Clinical Screening Instrument Survey (NCSI) and Hyperglycaemia Avoidance Scale (HAS). RESULTS Of the 422 participants (51.9% male, diabetes duration 30 [16-40] years, HbA1c 60 ± 11 mmol/mol [7.6 ± 1.0%], 351 [88.2%] used a glucose sensor; 82 [19.4%]) had IAH. Compared to individuals with normal awareness, those with IAH more often had PAID-5 scores ≥8 (35.4% vs. 21.5%, p = 0.008) and higher scores on all HFS-II subscores (total [40.2 ± 21.5 vs. 27.9 ± 17.2, p < 0.001]), HFS-II behaviour (18.5 ± 10.0 vs. 15.1 ± 8.0, p = 0.005), HFS-II worry (21.8 ± 13.5 vs. 12.7 ± 10.9, p < 0.001), HAS worries (17.5 ± 7.3 vs. 14.3 ± 7.0, p < 0.001) and NCSI hypoglycaemia items. HAS behaviour, A2A and NCSI hyperglycaemia scores did not differ between individuals with or without IAH. Restricting the analyses to individuals using a glucose sensor did not materially change the results. CONCLUSIONS Diabetes-specific distress remains a major problem among individuals with type 1 diabetes, particularly those with IAH, despite the widespread use of (intermittently scanned) sensor technology. Further studies are needed to examine strategies to lower diabetes-specific distress in individuals with IAH.
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Affiliation(s)
- Namam Ali
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Soumia El Hamdaoui
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Giesje Nefs
- Department of Medical Psychology, Radboud University Medical Center, Nijmegen, The Netherlands
- Center of Research on Psychological Disorders and Somatic Diseases (CoRPS), Department of Medical and Clinical Psychology, Tilburg University, Tilburg, The Netherlands
- Diabeter, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
| | | | - Cees J Tack
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Bastiaan E de Galan
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Internal Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- CARIM School for Cardiovascular Disease, Maastricht University, Maastricht, The Netherlands
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Yu X, Fan M, Zhao X, Ding Y, Liu X, Yang S, Zhang X. Prevalence of impaired awareness of hypoglycaemia in people with diabetes mellitus: A systematic review and meta-analysis from 21 countries and regions. Diabet Med 2023; 40:e15129. [PMID: 37143390 DOI: 10.1111/dme.15129] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 04/25/2023] [Accepted: 04/28/2023] [Indexed: 05/06/2023]
Abstract
AIMS Impaired awareness of hypoglycaemia (IAH) is a complication of glucose-lowering therapies for diabetes. The purpose of this review was to estimate the pooled prevalence of IAH and unawareness of hypoglycaemia (UAH). METHODS We searched the major databases from inception to 8 August 2022 and included all cross-sectional and cohort studies reporting IAH prevalence in people with diabetes. A random-effects model was used to pool effect values. Subgroup analysis and meta-regression were used to identify study-level characteristics affecting prevalence. RESULTS Sixty-two studies from 21 countries published between 2000 and 2022 were included, with 39,180 participants (type 1 diabetes: 19,304 vs. Type 2 diabetes: 14,650). The pooled prevalence was 23.2% (95% CI: 18.4%-29.3%) via the Clarke questionnaire, 26.2% (95% CI: 22.9%-29.9%) via the Gold score, and 58.5% (95% CI: 53.0%-64.6%) via the Pedersen-Bjergaard method, all from studies classified as presenting a moderate and low risk of bias. The prevalence of IAH was generally higher in people with type 1 diabetes than in those with type 2 diabetes and lowest in Europe. Meta-regression results show that the duration of diabetes was a factor influencing the prevalence of IAH. The prevalence of UAH by the Pedersen-Bjergaard method was 17.6 (95% CI: 14.9%-20.3%). CONCLUSIONS IAH is a prevalent risk event among people with type 1 and type 2 diabetes, showing clinical heterogeneity and regional variability. UAH, an adverse progression of IAH, is also a serious burden. More primary research on the prevalence of IAH is needed in areas with a high diabetes burden.
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Affiliation(s)
- Xiaohui Yu
- School of Nursing, Anhui Medical University, Hefei, Anhui, China
| | - Min Fan
- School of Nursing, Anhui Medical University, Hefei, Anhui, China
| | - Xia Zhao
- School of Nursing, Anhui Medical University, Hefei, Anhui, China
| | - Yanan Ding
- School of Nursing, Anhui Medical University, Hefei, Anhui, China
| | - Xueli Liu
- School of Nursing, Anhui Medical University, Hefei, Anhui, China
| | - Shengju Yang
- Department of Endocrinology, The First Affiliated Hospital of the University of Science and Technology of China (Anhui Provincial Hospital), Hefei, Anhui, China
| | - Xinqiong Zhang
- School of Nursing, Anhui Medical University, Hefei, Anhui, China
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Lin YK, Agni A, Chuisano S, Fetters MD, Funnell M, Pop-Busui R, DeJonckheere MJ. Patient-Reported Usefulness and Challenges in Using Hypoglycemia-Informing Features of Continuous Glucose Monitors to Manage Hypoglycemia. Sci Diabetes Self Manag Care 2023; 49:229-238. [PMID: 37086168 PMCID: PMC10960636 DOI: 10.1177/26350106231168859] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/23/2023]
Abstract
PURPOSE The purpose of this study series, which involves a questionnaire survey and qualitative interviews, was to (a) evaluate patient-reported usefulness of continuous glucose monitor (CGM) hypoglycemia-informing features and (b) identify challenges in using these features (ie, CGM glucose numbers, trend arrows, trend graphs, and hypoglycemia alarms) during hypoglycemia in adults with type 1 diabetes (T1DM). METHODS A cross-sectional questionnaire survey study was conducted with adults who have T1DM and were using CGMs to assess the perceived usefulness of hypoglycemia-informing features. A semistructured interview study with T1DM CGM-using adults and inductive thematic analysis were subsequently performed to identify challenges in using CGM hypoglycemia-informing features to manage hypoglycemia. RESULTS In the survey study (N = 252), the CGM glucose numbers, trend arrows, trend graphs, and hypoglycemia alarms were found to be very useful by 79%, 70%, 43%, and 64% of participants, respectively. Several challenges in using these features to manage hypoglycemia were identified in the qualitative study (N = 23): (1) hypoglycemia information not fully reliable,; (2) unpredictability of future blood glucose levels, (3) lack of awareness about how information can be used, and (4) disruptions associated with information. CONCLUSIONS Although the majority of T1DM adults found their CGMs' hypoglycemia-informing features helpful, challenges in optimally using these features persisted. Targeted knowledge and behavioral interventions could improve CGM use to reduce hypoglycemia.
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Affiliation(s)
- Yu Kuei Lin
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan
| | - Annika Agni
- Department of Family Medicine, University of Michigan Medical School, Ann Arbor, Michigan
| | - Samantha Chuisano
- Department of Family Medicine, University of Michigan Medical School, Ann Arbor, Michigan
| | - Michael D Fetters
- Department of Family Medicine, University of Michigan Medical School, Ann Arbor, Michigan
- Mixed Methods Program, University of Michigan Medical School, Ann Arbor, Michigan
| | - Martha Funnell
- Department of Learning Health Sciences, University of Michigan Medical School, Ann Arbor, Michigan
| | - Rodica Pop-Busui
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan
| | - Melissa J DeJonckheere
- Department of Family Medicine, University of Michigan Medical School, Ann Arbor, Michigan
- Mixed Methods Program, University of Michigan Medical School, Ann Arbor, Michigan
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Lin YK, Agni A, Chuisano S, de Zoysa N, Fetters M, Amiel SA, Pop-Busui R, DeJonckheere M. 'You have to use everything and come to some equilibrium': a qualitative study on hypoglycemia self-management in users of continuous glucose monitor with diverse hypoglycemia experiences. BMJ Open Diabetes Res Care 2023; 11:e003415. [PMID: 37349107 PMCID: PMC10314535 DOI: 10.1136/bmjdrc-2023-003415] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 06/08/2023] [Indexed: 06/24/2023] Open
Abstract
INTRODUCTION Although continuous glucose monitoring systems (CGMs) can help reduce hypoglycemia, about one-quarter of people with type 1 diabetes (T1D) who use CGMs still either spend at least 1% of the time with dangerously low blood glucose or develop severe hypoglycemia. This study explored experiences around hypoglycemia self-management in people who are living with T1D and using CGMs to identify factors contributing to hypoglycemia development. RESEARCH DESIGN AND METHODS Purposive sampling and semistructured interviews with 28 respondents with T1D and using CGMs were conducted to explore experiences around hypoglycemic episodes and hypoglycemia self-management during CGM use. Open coding and thematic analysis were employed to identify emergent themes related to hypoglycemia experiences. RESULTS About one-third of respondents each respectively spent 0%, 0.1%-0.9% and ≥1% of time in level 2 hypoglycemia; 39% had impaired awareness of hypoglycemia and 32% had severe hypoglycemia in the past 6 months. Four themes were generated: (1) prioritizing symptoms over CGM data (subthemes: hypoglycemia symptoms for confirming hypoglycemia and prompting management actions; minimal management actions without hypoglycemia symptoms); (2) distraction from the demands of daily life; (3) concerns about hypoglycemia management choices (subthemes: fear of rebound hyperglycemia; other health consequences related to sugary food consumption; aversions to treatment foods and treatment food consumption); and (4) social influences on management choices (subthemes: positively perceived social support and inclusion; unwanted attention to oneself or concerns about inconveniencing others; social stigma and criticism related to hypoglycemia and CGM use). CONCLUSIONS Despite using CGMs, people with T1D can face a complex biopsychosocial process of managing hypoglycemia. Interventions for addressing psychosocial and behavioral barriers are needed to improve hypoglycemia self-management in those who continue to face challenges in minimizing hypoglycemia while using CGMs.
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Affiliation(s)
- Yu Kuei Lin
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Annika Agni
- Department of Family Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Samantha Chuisano
- Department of Family Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Nicole de Zoysa
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, UK
| | - Michael Fetters
- Department of Family Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Rodica Pop-Busui
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
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Sepúlveda E, Jacob P, Poínhos R, Carvalho D, Vicente SG, Smith EL, Shaw JAM, Speight J, Choudhary P, de Zoysa N, Amiel SA. Changes in attitudes to awareness of hypoglycaemia during a hypoglycaemia awareness restoration programme are associated with avoidance of further severe hypoglycaemia episodes within 24 months: the A2A in HypoCOMPaSS study. Diabetologia 2023; 66:631-641. [PMID: 36538062 PMCID: PMC9947080 DOI: 10.1007/s00125-022-05847-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 10/06/2022] [Indexed: 12/25/2022]
Abstract
AIMS/HYPOTHESIS The aims of this study were to assess cognitions relating to hypoglycaemia in adults with type 1 diabetes and impaired awareness of hypoglycaemia before and after the multimodal HypoCOMPaSS intervention, and to determine cognitive predictors of incomplete response (one or more severe hypoglycaemic episodes over 24 months). METHODS This analysis included 91 adults with type 1 diabetes and impaired awareness of hypoglycaemia who completed the Attitudes to Awareness of Hypoglycaemia (A2A) questionnaire before, 24 weeks and 24 months after the intervention, which comprised a short psycho-educational programme with optimisation of insulin therapy and glucose monitoring. RESULTS The age and diabetes duration of the participants were 48±12 and 29±12 years, respectively (mean±SD). At baseline, 91% reported one or more severe hypoglycaemic episodes over the preceding 12 months; this decreased to <20% at 24 weeks and after 24 months (p=0.001). The attitudinal barrier 'hyperglycaemia avoidance prioritised' (η2p=0.250, p=0.001) decreased from baseline to 24 weeks, and this decrease was maintained at 24 months (mean±SD=5.3±0.3 vs 4.3±0.3 vs 4.0±0.3). The decrease in 'asymptomatic hypoglycaemia normalised' from baseline (η2p=0.113, p=0.045) was significant at 24 weeks (1.5±0.3 vs 0.8±0.2). Predictors of incomplete hypoglycaemia response (one or more further episodes of severe hypoglycaemia) were higher baseline rates of severe hypoglycaemia, higher baseline scores for 'asymptomatic hypoglycaemia normalised', reduced change in 'asymptomatic hypoglycaemia normalised' scores at 24 weeks, and lower baseline 'hypoglycaemia concern minimised' scores (all p<0.05). CONCLUSIONS/INTERPRETATION Participation in the HypoCOMPaSS RCT was associated with improvements in hypoglycaemia-associated cognitions, with 'hyperglycaemia avoidance prioritised' most prevalent. Incomplete prevention of subsequent severe hypoglycaemia episodes was associated with persistence of the cognition 'asymptomatic hypoglycaemia normalised'. Understanding and addressing cognitive barriers to hypoglycaemia avoidance is important in individuals prone to severe hypoglycaemia episodes. CLINICAL TRIALS REGISTRATION www.isrctn.org : ISRCTN52164803 and https://eudract.ema.europa.eu : EudraCT2009-015396-27.
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Affiliation(s)
- Eduardo Sepúlveda
- Diabetes Research Group, King's College London, London, UK
- Centre for Psychology at Universidade do Porto, Faculty of Psychology and Educational Sciences, Universidade do Porto, Porto, Portugal
| | - Peter Jacob
- Diabetes Research Group, King's College London, London, UK
- King's College Hospital NHS Foundation Trust, London, UK
| | - Rui Poínhos
- Faculty of Nutrition and Food Sciences, Universidade do Porto, Porto, Portugal
| | - Davide Carvalho
- Department of Endocrinology, Diabetes and Metabolism, Centro Hospitalar São João, Porto, Portugal
- Faculty of Medicine, Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
| | - Selene G Vicente
- Centre for Psychology at Universidade do Porto, Faculty of Psychology and Educational Sciences, Universidade do Porto, Porto, Portugal
| | - Emma L Smith
- Diabetes Research Group, King's College London, London, UK
- King's College Hospital NHS Foundation Trust, London, UK
| | - James A M Shaw
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK.
| | - Jane Speight
- School of Psychology, Deakin University, Geelong, VIC, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, VIC, Australia
| | - Pratik Choudhary
- Diabetes Research Group, King's College London, London, UK
- King's College Hospital NHS Foundation Trust, London, UK
- Leicester Diabetes Centre, University of Leicester, Leicester, UK
| | - Nicole de Zoysa
- Diabetes Research Group, King's College London, London, UK
- King's College Hospital NHS Foundation Trust, London, UK
| | - Stephanie A Amiel
- Diabetes Research Group, King's College London, London, UK.
- King's College Hospital NHS Foundation Trust, London, UK.
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Jacob P, Nwokolo M, Cordon SM, Macdonald IA, Zelaya FO, Amiel SA, O'Daly O, Choudhary P. Altered functional connectivity during hypoglycaemia in type 1 diabetes. J Cereb Blood Flow Metab 2022; 42:1451-1462. [PMID: 35209745 PMCID: PMC9274862 DOI: 10.1177/0271678x221082911] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Behavioural responses to hypoglycaemia require coordinated recruitment of broadly distributed networks of interacting brain regions. We investigated hypoglycaemia-related changes in brain connectivity in people without diabetes (ND) and with type 1 diabetes with normal (NAH) or impaired (IAH) hypoglycaemia awareness. Two-step hyperinsulinaemic hypoglycaemic clamps were performed in 14 ND, 15 NAH and 22 IAH participants. BOLD timeseries were acquired at euglycaemia (5.0 mmol/L) and hypoglycaemia (2.6 mmol/L), with symptom and counter-regulatory hormone measurements. We investigated hypoglycaemia-related connectivity changes using established seed regions for the default mode (DMN), salience (SN) and central executive (CEN) networks and regions whose activity is modulated by hypoglycaemia: the thalamus and right inferior frontal gyrus (RIFG). Hypoglycaemia-induced changes in the DMN, SN and CEN were evident in NAH (all p < 0.05), with no changes in ND or IAH. However, in IAH there was a reduction in connectivity between regions within the RIFG (p = 0.001), not evident in the ND or NAH groups. We conclude that hypoglycaemia induces coordinated recruitment of the DMN and SN in diabetes with preserved hypoglycaemia awareness which is absent in IAH and ND. Changes in connectivity in the RIFG, a region associated with attentional modulation, may be key in impaired hypoglycaemia awareness.
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Affiliation(s)
- Peter Jacob
- Diabetes Research Group (Denmark Hill), Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Munachiso Nwokolo
- Diabetes Research Group (Denmark Hill), Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Sally M Cordon
- School of Life Sciences, MRC-ARUK Centre of Excellence in Musculoskeletal Ageing, Nottingham University Medical School, Queen's Medical Centre, Nottingham, UK
| | - Ian A Macdonald
- School of Life Sciences, MRC-ARUK Centre of Excellence in Musculoskeletal Ageing, Nottingham University Medical School, Queen's Medical Centre, Nottingham, UK
| | - Fernando O Zelaya
- Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Stephanie A Amiel
- Diabetes Research Group (Denmark Hill), Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Owen O'Daly
- Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Pratik Choudhary
- Diabetes Research Group (Denmark Hill), Faculty of Life Sciences and Medicine, King's College London, London, UK
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12
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Jacob P, Potts L, Maclean RH, de Zoysa N, Rogers H, Gonder-Frederick L, Smith EL, Kariyawasam D, Brooks A, Heller S, Toschi E, Kendall M, Bakolis I, Choudhary P, Goldsmith K, Amiel SA. Characteristics of adults with type 1 diabetes and treatment-resistant problematic hypoglycaemia: a baseline analysis from the HARPdoc RCT. Diabetologia 2022; 65:936-948. [PMID: 35325258 PMCID: PMC8943518 DOI: 10.1007/s00125-022-05679-5] [Citation(s) in RCA: 6] [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: 07/29/2021] [Accepted: 11/25/2021] [Indexed: 02/02/2023]
Abstract
AIMS/HYPOTHESIS Problematic hypoglycaemia still complicates insulin therapy for some with type 1 diabetes. This study describes baseline emotional, cognitive and behavioural characteristics in participants in the HARPdoc trial, which evaluates a novel intervention for treatment-resistant problematic hypoglycaemia. METHODS We documented a cross-sectional baseline description of 99 adults with type 1 diabetes and problematic hypoglycaemia despite structured education in flexible insulin therapy. The following measures were included: Hypoglycaemia Fear Survey II (HFS-II); Attitudes to Awareness of Hypoglycaemia questionnaire (A2A); Hospital Anxiety and Depression Index; and Problem Areas In Diabetes. k-mean cluster analysis was applied to HFS-II and A2A factors. Data were compared with a peer group without problematic hypoglycaemia, propensity-matched for age, sex and diabetes duration (n = 81). RESULTS The HARPdoc cohort had long-duration diabetes (mean ± SD 35.8 ± 15.4 years), mean ± SD Gold score 5.3 ± 1.2 and a median (IQR) of 5.0 (2.0-12.0) severe hypoglycaemia episodes in the previous year. Most individuals had been offered technology and 49.5% screened positive for anxiety (35.0% for depression and 31.3% for high diabetes distress). The cohort segregated into two clusters: in one (n = 68), people endorsed A2A cognitive barriers to hypoglycaemia avoidance, with low fear on HFS-II factors; in the other (n = 29), A2A factor scores were low and HFS-II high. Anxiety and depression scores were significantly lower in the comparator group. CONCLUSIONS/INTERPRETATION The HARPdoc protocol successfully recruited people with treatment-resistant problematic hypoglycaemia. The participants had high anxiety and depression. Most of the cohort endorsed unhelpful health beliefs around hypoglycaemia, with low fear of hypoglycaemia, a combination that may contribute to persistence of problematic hypoglycaemia and may be a target for adjunctive psychological therapies.
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Affiliation(s)
- Peter Jacob
- Department of Diabetes, Faculty of Life Sciences, King's College London, London, UK.
| | - Laura Potts
- Department of Biostatistics & Health Informatics, King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
- Centre for Implementation Science, Health Services and Population Research Department, King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - Rory H Maclean
- Department of Diabetes, Faculty of Life Sciences, King's College London, London, UK
| | - Nicole de Zoysa
- Centre for Implementation Science, Health Services and Population Research Department, King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - Helen Rogers
- King's College Hospital NHS Foundation Trust, London, UK
| | - Linda Gonder-Frederick
- Centre for Diabetes Technology, Department of Psychiatry and Neurobehavioral Sciences, University of Virginia, Charlottesville, VA, USA
| | - Emma L Smith
- Centre for Implementation Science, Health Services and Population Research Department, King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | | | - Augustin Brooks
- University Hospitals Dorset NHS Foundation Trust, Bournemouth, UK
| | | | - Elena Toschi
- Joslin Diabetes Centre, Harvard Medical School, Boston, MA, USA
| | - Mike Kendall
- HARPdoc Patient Group, Department of Diabetes, King's College London, London, UK
| | - Ioannis Bakolis
- Department of Biostatistics & Health Informatics, King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
- Centre for Implementation Science, Health Services and Population Research Department, King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - Pratik Choudhary
- Department of Diabetes, Faculty of Life Sciences, King's College London, London, UK
- University of Leicester, Leicester, UK
| | - Kimberley Goldsmith
- Department of Biostatistics & Health Informatics, King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - Stephanie A Amiel
- Department of Diabetes, Faculty of Life Sciences, King's College London, London, UK
- Centre for Implementation Science, Health Services and Population Research Department, King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
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13
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A parallel randomised controlled trial of the Hypoglycaemia Awareness Restoration Programme for adults with type 1 diabetes and problematic hypoglycaemia despite optimised self-care (HARPdoc). Nat Commun 2022; 13:2229. [PMID: 35484106 PMCID: PMC9050729 DOI: 10.1038/s41467-022-29488-x] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Accepted: 03/18/2022] [Indexed: 02/02/2023] Open
Abstract
Impaired awareness of hypoglycaemia (IAH) is a major risk for severe hypoglycaemia in insulin treatment of type 1 diabetes (T1D). To explore the hypothesis that unhelpful health beliefs create barriers to regaining awareness, we conducted a multi-centre, randomised, parallel, two-arm trial (ClinicalTrials.gov NCT02940873) in adults with T1D and treatment-resistant IAH and severe hypoglycaemia, with blinded analysis of 12-month recall of severe hypoglycaemia at 12 and/or 24 months the primary outcome. Secondary outcomes included cognitive and emotional measures. Adults with T1D, IAH and severe hypoglycaemia despite structured education in insulin adjustment, +/- diabetes technologies, were randomised to the "Hypoglycaemia Awareness Restoration Programme despite optimised self-care" (HARPdoc, n = 49), a psychoeducation programme uniquely focussing on changing cognitive barriers to avoiding hypoglycaemia, or the evidence-based "Blood Glucose Awareness Training" (BGAT, n = 50), both delivered over six weeks. Median [IQR] severe hypoglycaemia at baseline was 5[2-12] per patient/year, 1[0-5] at 12 months and 0[0-2] at 24 months, with no superiority for HARPdoc (HARPdoc vs BGAT incident rate ratios [95% CI] 1.25[0.51, 3.09], p = 0.62 and 1.26[0.48, 3.35], p = 0.64 respectively), nor for changes in hypoglycaemia awareness scores or fear. Compared to BGAT, HARPdoc significantly reduced endorsement of unhelpful cognitions (Estimated Mean Difference for Attitudes to Awareness scores at 24 months, -2.07 [-3.37,-0.560], p = 0.01) and reduced scores for diabetes distress (-6.70[-12.50,-0.89], p = 0.02); depression (-1.86[-3.30, -0.43], p = 0.01) and anxiety (-1.89[-3.32, -0.47], p = 0.01). Despite positive impact on cognitive barriers around hypoglycaemia avoidance and on diabetes-related and general emotional distress scores, HARPdoc was not more effective than BGAT at reducing severe hypoglycaemia.
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14
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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: 2.0] [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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15
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Maclean RH, Jacob P, Choudhary P, Heller SR, Toschi E, Kariyawasam D, Brooks A, Kendall M, de Zoysa N, Gonder-Frederick LA, Amiel SA. Hypoglycemia Subtypes in Type 1 Diabetes: An Exploration of the Hypoglycemia Fear Survey-II. Diabetes Care 2022; 45:538-546. [PMID: 35043151 PMCID: PMC8918257 DOI: 10.2337/dc21-1120] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 12/09/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The Hypoglycemia Fear Survey-II (HFS-II) is a well-validated measure of fear of hypoglycemia in people with type 1 diabetes. The aim of this study was to explore the relationships between hypoglycemia worries, behaviors, and cognitive barriers to hypoglycemia avoidance and hypoglycemia awareness status, severe hypoglycemia, and HbA1c. RESEARCH DESIGN AND METHODS Participants with type 1 diabetes (n = 178), with the study population enriched for people at risk for severe hypoglycemia (49%), completed questionnaires for assessing hypoglycemia fear (HFS-II), hyperglycemia avoidance (Hyperglycemia Avoidance Scale [HAS]), diabetes distress (Problem Areas In Diabetes [PAID]), and cognitive barriers to hypoglycemia avoidance (Attitudes to Awareness of Hypoglycemia [A2A]). Exploratory factor analysis was applied to the HFS-II. We sought to establish clusters based on HFS-II, A2A, Gold, HAS, and PAID using k-means clustering. RESULTS Four HFS-II factors were identified: Sought Safety, Restricted Activity, Ran High, and Worry. While Sought Safety, Restricted Activity, and Worry increased with progressively impaired awareness and recurrent severe hypoglycemia, Ran High did not. With cluster analysis we outlined four clusters: two clusters with preserved hypoglycemia awareness were differentiated by low fear/low cognitive barriers to hypoglycemia avoidance (cluster 1) versus high fear and distress and increased Ran High behaviors (cluster 2). Two clusters with impaired hypoglycemia awareness were differentiated by low fear/high cognitive barriers (cluster 3) as well as high fear/low cognitive barriers (cluster 4). CONCLUSIONS This is the first study to define clusters of hypoglycemia experience by worry, behaviors, and cognitive barriers to hypoglycemia avoidance. The resulting subtypes may be important in understanding and treating problematic hypoglycemia.
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Affiliation(s)
- Rory H. Maclean
- Department of Diabetes, Faculty of Life Sciences, King’s College London, London, U.K
- King’s College Hospital NHS Foundation Trust, London, U.K
| | - Peter Jacob
- Department of Diabetes, Faculty of Life Sciences, King’s College London, London, U.K
- King’s College Hospital NHS Foundation Trust, London, U.K
| | - Pratik Choudhary
- Department of Diabetes, Faculty of Life Sciences, King’s College London, London, U.K
- University of Leicester, Leicester, U.K
| | | | - Elena Toschi
- Joslin Diabetes Centre, Harvard Medical School, Boston, MA
| | | | - Augustin Brooks
- University Hospitals Dorset NHS Foundation Trust, Bournemouth, U.K
| | - Mike Kendall
- HARPdoc Patient Group, Department of Diabetes, King’s College London, London, U.K
| | | | - Linda A. Gonder-Frederick
- Center for Diabetes Technology, Department of Psychiatry and Neurobehavioral Sciences, University of Virginia, Charlottesville, VA
| | - Stephanie A. Amiel
- Department of Diabetes, Faculty of Life Sciences, King’s College London, London, U.K
- King’s College Hospital NHS Foundation Trust, London, U.K
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16
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Lin YK, Richardson CR, Dobrin I, DeJonckheere MJ, Mizokami-Stout K, Fetters MD, Aikens JE, Fisher SJ, Ye W, Pop-Busui R. Beliefs Around Hypoglycemia and Their Impacts on Hypoglycemia Outcomes in Individuals with Type 1 Diabetes and High Risks for Hypoglycemia Despite Using Advanced Diabetes Technologies. Diabetes Care 2022; 45:520-528. [PMID: 35015079 PMCID: PMC8918194 DOI: 10.2337/dc21-1285] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Accepted: 11/29/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE This study aimed to 1) identify the frequency of severe and level 2 hypoglycemia presenting in individuals with type 1 diabetes using continuous glucose monitoring systems (CGMs), including those with concomitant closed-loop insulin pumps, in a clinical practice setting and 2) evaluate the impact of beliefs around hypoglycemia in the development of severe and level 2 hypoglycemia in this population. RESEARCH DESIGN AND METHODS A cross-sectional survey study in adults with type 1 diabetes using CGMs >6 months was conducted at a large tertiary academic center. Participant demographics, 6-month severe hypoglycemia history, hypoglycemia beliefs (with the Attitude to Awareness of Hypoglycemia questionnaire), and 4-week CGM glucose data were collected. Statistical analysis was performed to assess the presentation of severe and level 2 hypoglycemia and identify associated risk factors. RESULTS A total of 289 participants were recruited (including 257 participants with CGM data within the last 3 months). Of these, 25.6% experienced at least one severe hypoglycemic episode in the last 6 months, and 13.6% presented with ≥1% of time in level 2 hypoglycemia on CGMs. Reporting beliefs about prioritizing hyperglycemia avoidance was associated with severe hypoglycemia development (P < 0.001), while having beliefs of minimal concerns for hypoglycemia was associated with spending ≥1% of time in level 2 hypoglycemia (P = 0.038). CONCLUSIONS Despite the use of advanced diabetes technologies, severe and level 2 hypoglycemia continues to occur in individuals with type 1 diabetes and high hypoglycemia risks. Human factors, including beliefs around hypoglycemia, may continue to impact the effectiveness of glucose self-management.
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Affiliation(s)
- Yu Kuei Lin
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | | | - Iulia Dobrin
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Melissa J DeJonckheere
- Department of Family Medicine, University of Michigan Medical School, Ann Arbor, MI.,Mixed Methods Program, Department of Family Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Kara Mizokami-Stout
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Michael D Fetters
- Department of Family Medicine, University of Michigan Medical School, Ann Arbor, MI.,Mixed Methods Program, Department of Family Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - James E Aikens
- Department of Family Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Simon J Fisher
- Division of Endocrinology, Diabetes and Metabolism, Department of Internal Medicine, University of Kentucky College of Medicine, Lexington, KY
| | - Wen Ye
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Rodica Pop-Busui
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
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Chatwin H, Broadley M, Hendrieckx C, Carlton J, Heller S, Amiel SA, de Galan BE, Hermanns N, Finke‐Groene K, Speight J, Pouwer F. 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: 2.5] [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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van Meijel LA, Tack CJ, de Galan BE. Effect of short-term use of dapagliflozin on impaired awareness of hypoglycaemia in people with type 1 diabetes. Diabetes Obes Metab 2021; 23:2582-2589. [PMID: 34338413 PMCID: PMC9292159 DOI: 10.1111/dom.14505] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 07/11/2021] [Accepted: 07/26/2021] [Indexed: 12/12/2022]
Abstract
AIM Impaired awareness of hypoglycaemia (IAH) affects about 25% of patients with type 1 diabetes (T1DM). IAH can be reversed by strict avoidance of hypoglycaemia for at least 3 weeks. Adjunctive treatment with sodium glucose cotransporter 2 inhibitors may reduce the risk of hypoglycaemia through reduction of glucose variability. We tested the hypothesis that short-term use of dapagliflozin may improve awareness of hypoglycaemia in people with T1DM and IAH. MATERIALS AND METHODS Fifteen patients with T1DM and IAH were included in this randomized double-blind, placebo-controlled cross-over trial (age 49.7 ± 14.6 years, 40% men, disease duration 24.1 ± 14.2 years, glycated haemoglobin 7.5 ± 0.8% (58.6 ± 8.4 mmol/mol). They were treated with dapagliflozin 10 mg once daily or matching placebo, with a washout period of 2 weeks. At the end of each treatment period, participants underwent a modified hyperinsulinaemic normoglycaemic-hypoglycaemic glucose clamp (glucose nadir 2.5 mmol/L). Blinded continuous glucose monitors were used in the final treatment weeks. RESULTS Treatment with dapagliflozin significantly improved glycated haemoglobin [-0.32 ± 0.10 vs. 0.22 ± 0.13% (-4.1 ± 0.9 vs. 2.3 ± 1.4 mmol/mol), dapagliflozin vs. placebo, p = .007] and glucose variability (standard deviation, 2.6 ± 0.2 vs. 3.1 ± 0.3 mmol/L, p = .029), but did not affect the frequency of hypoglycaemia. During the hypoglycaemic clamp, dapagliflozin did not affect symptom responses (8.0 ± 3.4 vs. 5.2 ± 1.6, p = .31), but significantly reduced the need for exogenous glucose to maintain hypoglycaemia (3.2 ± 0.3 vs. 4.1 ± 0.4 mg/kg/min, p = .022). CONCLUSIONS Eight weeks of treatment with dapagliflozin did not restore hypoglycaemic awareness in people with T1DM and impaired awareness of hypoglycaemia, but ameliorated some clinical aspects.
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Affiliation(s)
- Lian A. van Meijel
- Department of Internal MedicineRadboud University Medical CenterNijmegenThe Netherlands
- Department of Internal MedicineMaxima Medical CenterVeldhovenThe Netherlands
| | - Cees J. Tack
- Department of Internal MedicineRadboud University Medical CenterNijmegenThe Netherlands
| | - Bastiaan E. de Galan
- Department of Internal MedicineRadboud University Medical CenterNijmegenThe Netherlands
- Department of Internal MedicineMaastricht University Medical CenterMaastrichtThe Netherlands
- CARIM School for Cardiovascular DiseasesMaastricht UniversityMaastrichtThe Netherlands
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19
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Naito A, Nwokolo M, Smith EL, de Zoysa N, Garrett C, Choudhary P, Amiel SA. Personality traits of alexithymia and perfectionism in impaired awareness of hypoglycemia in adults with type 1 diabetes - An exploratory study. J Psychosom Res 2021; 150:110634. [PMID: 34610494 PMCID: PMC8530191 DOI: 10.1016/j.jpsychores.2021.110634] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 09/26/2021] [Accepted: 09/26/2021] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Severe hypoglycemia complicates insulin therapy for type 1 diabetes, with impaired awareness of hypoglycemia (IAH) being a major risk factor. We explored associations between the personality traits, alexithymia and perfectionism, and cognitive barriers to hypoglycemia avoidance described in IAH, and evaluated their prevalence in people with and without IAH. METHODS Cross-sectional exploratory study. Ninety adults with type 1 diabetes, 54 hypoglycemia aware and 36 with IAH, completed validated questionnaires exploring alexithymia (Total Alexithymia Scale [TAS-20]) and perfectionism (Frost Multidimensional Perfectionism Scale [FMPS]); and cognitive barriers related to hypoglycemia avoidance (Attitudes to Awareness Questionnaire [A2A]. RESULTS Alexithymia and perfectionism scores correlated positively with cognitive barriers associated with IAH. Specifically, alexthymia scores correlated with the 'Hyperglycaemia Avoidance Prioritised' factor (r = 0.265; p = .02, n = 77) and the 'Asymptomatic Hypoglycemia Normalised' factor (r = 0.252-0.255; p = .03, n = 77). Perfectionism scores correlated with the 'Hyperglycaemia Avoidance Prioritised' factor (r = 0.525; p < .001, n = 66). Overall, IAH participants were significantly more likely to score at the high end for alexithymia (17.6% vs. 1.9%, p = .008, n = 87) and at the extreme ends (high and low) for perfectionism (69.0% vs. 40.0%, χ2 (1) = 6.24, p = .01, n = 77). CONCLUSION These novel data showing associations between alexithymia and perfectionism scores and maladaptive health beliefs in IAH suggest the intriguing possibility that personality traits may contribute to the risk of IAH, perhaps through their influence on incentives to avoid hypoglycemia. If confirmed, measuring such traits may help tailor early adjunctive psychological intervention to reduce hypoglycemia burden for people with IAH.
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Affiliation(s)
- Anna Naito
- Diabetes Research Group, Faculty of Life Sciences & Medicine, King's College London, London, UK,Diabetes Department, King's College Hospital NHS Foundation Trust, London, UK
| | - Munachiso Nwokolo
- Diabetes Research Group, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Emma L. Smith
- Diabetes Department, King's College Hospital NHS Foundation Trust, London, UK
| | - Nicole de Zoysa
- Diabetes Department, King's College Hospital NHS Foundation Trust, London, UK
| | - Christopher Garrett
- Diabetes and Psychiatry Research Group, Department of Psychological Medicine, King's College London, London, UK,Diabetes and Metabolism Department, Bart's Health NHS Trust, London, UK
| | - Pratik Choudhary
- Diabetes Research Group, Faculty of Life Sciences & Medicine, King's College London, London, UK,Diabetes Department, King's College Hospital NHS Foundation Trust, London, UK
| | - Stephanie A. Amiel
- Diabetes Research Group, Faculty of Life Sciences & Medicine, King's College London, London, UK,Diabetes Department, King's College Hospital NHS Foundation Trust, London, UK,Corresponding author at: Diabetes Research Group, Weston Education Centre, 10 Cutcombe Road, London SE5 9RJ, UK.
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20
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Avari P, Unsworth R, Rilstone S, Uduku C, Logan KM, Hill NE, Godsland IF, Reddy M, Oliver N. Improved glycaemia during the Covid-19 pandemic lockdown is sustained post-lockdown and during the "Eat Out to Help Out" Government Scheme, in adults with Type 1 diabetes in the United Kingdom. PLoS One 2021; 16:e0254951. [PMID: 34283880 PMCID: PMC8291633 DOI: 10.1371/journal.pone.0254951] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Accepted: 07/06/2021] [Indexed: 11/18/2022] Open
Abstract
AIMS The majority of studies report that the Covid-19 pandemic lockdown did not have a detrimental effect on glycaemia. We sought to explore the impact of lockdown on glycaemia and whether this is sustained following easing of restrictions. METHODS Retrospective, observational analysis in adults and children with type 1 diabetes attending a UK specialist centre, using real-time or intermittently scanned continuous glucose monitoring. Data from the following 28-day time periods were collected: (i) pre-lockdown; (ii) during lockdown; (iii) immediately after lockdown; and (iv) a month following relaxation of restrictions (coinciding with Government-subsidised restaurant food). Data were analysed for times in glycaemic ranges and are expressed as median (IQR). RESULTS 145 adults aged 35.5 (25.8-51.3) years with diabetes duration of 19.0 (7.0-29.0) years on multiple daily injections of insulin (60%) and continuous insulin infusion (40%) were included. In adults, % time in range (70-180mg/dL) increased during lockdown (60.2 (45.2-69.3)%) compared to pre-lockdown (56.7 (43.5-65.3)%; p<0.001). This was maintained in the post-lockdown time periods. Similarly, % time above range (>180mg/dL) reduced in lockdown compared to pre-lockdown (p = 0.01), which was sustained thereafter. In children, no significant changes to glycaemia were observed during lockdown. In multivariable analysis, a greater increase in %TIR 3.9-10mmol/L (70-180mg/dL) during lockdown was associated with higher levels of deprivation (coefficient: 4.208, 95% CI 0.588 to 7.828; p = 0.02). CONCLUSIONS Glycaemia in adults improved during lockdown, with people from more deprived areas most likely to benefit. This effect was sustained after easing of restrictions, with government-subsidised restaurant eating having no adverse impact on glycaemia.
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Affiliation(s)
- Parizad Avari
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
| | - Rebecca Unsworth
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
| | - Siân Rilstone
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
| | - Chukwuma Uduku
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
| | - Karen M. Logan
- Department of Paediatrics, St Mary’s Hospital, Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Neil E. Hill
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
| | - Ian F. Godsland
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
| | - Monika Reddy
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
| | - Nick Oliver
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
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21
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Polonsky WH, Fortmann AL, Price D, Fisher L. "Hyperglycemia aversiveness": Investigating an overlooked problem among adults with type 1 diabetes. J Diabetes Complications 2021; 35:107925. [PMID: 33836966 DOI: 10.1016/j.jdiacomp.2021.107925] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 03/18/2021] [Accepted: 03/22/2021] [Indexed: 11/15/2022]
Abstract
AIMS To investigate the problem of adults with type 1 diabetes (T1D) who purposefully keep their glucose levels low, and to explore contributors to, and possible impact of, this potentially dangerous phenomenon. METHODS We developed three self-report items as a means to identify individuals who endorse a consistent preference for hypoglycemia over hyperglycemia ("Hyperglycemia Aversives"). In a large T1D survey (n = 219), validated measures of well-being, emotional distress and hypoglycemic awareness, and glycemic metrics derived from the past 14-day period, were used to examine whether Hyperglycemia Aversives could be characterized as a distinct group. RESULTS Hyperglycemia Aversives comprised 16.4% of the sample. This unique group demonstrated significantly higher mean %TIR (71.6% vs. 63.6%) and %TBR (5.1% vs. 2.2%), lower mean %TAR > 250 mg/dL (6.0% vs. 10.1%), and higher rates of impaired hypoglycemic awareness and recurrent severe hypoglycemia episodes than the remaining study sample ("Non-Aversives") (all ps < 0.01). The two groups did not demonstrate significant differences on psychosocial outcomes. CONCLUSIONS We identified a group of T1D adults reporting a consistent preference for hypoglycemia over hyperglycemia. These individuals achieve significantly greater %TIR and less %TAR, but at the cost of greater %TBR and more frequent severe hypoglycemia episodes.
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Affiliation(s)
- W H Polonsky
- Behavioral Diabetes Institute, San Diego, CA, United States of America; Department of Medicine, University of California, San Diego, CA, United States of America.
| | - A L Fortmann
- Scripps Whittier Diabetes Institute, Scripps Health, La Jolla, CA, United States of America
| | - D Price
- Dexcom, Inc., San Diego, CA, United States of America
| | - L Fisher
- Department of Family and Community Medicine, University of California, San Francisco, CA, United States of America
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22
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Abstract
Hypoglycaemia (blood glucose concentration below the normal range) has been recognised as a complication of insulin treatment from the very first days of the discovery of insulin, and remains a major concern for people with diabetes, their families and healthcare professionals today. Acute hypoglycaemia stimulates a stress response that acts to restore circulating glucose, but plasma glucose concentrations can still fall too low to sustain normal brain function and cardiac rhythm. There are long-term consequences of recurrent hypoglycaemia, which are still not fully understood. This paper reviews our current understanding of the acute and cumulative consequences of hypoglycaemia in insulin-treated diabetes.
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Affiliation(s)
- Stephanie A Amiel
- Department of Diabetes, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK.
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23
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Henriksen MM, Andersen HU, Thorsteinsson B, Pedersen-Bjergaard U. Effects of continuous glucose monitor-recorded nocturnal hypoglycaemia on quality of life and mood during daily life in type 1 diabetes. Diabetologia 2021; 64:903-913. [PMID: 33443591 DOI: 10.1007/s00125-020-05360-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 10/26/2020] [Indexed: 02/07/2023]
Abstract
AIMS/HYPOTHESIS The aim of this work was to assess the effect of spontaneous nocturnal hypoglycaemia on quality of life and mood during subsequent days in type 1 diabetes. METHODS A total of 153 people with type 1 diabetes participated in 6 days of blinded continuous glucose monitoring while documenting hypoglycaemic symptoms, quality of life and mood, daily. Hypoglycaemia was defined by interstitial glucose ≤3.9 mmol/l (IG3.9) and ≤ 3.0 mmol/l (IG3.0) for ≥15 min and was classified as asymptomatic if no hypoglycaemic symptoms were reported. RESULTS Self-estimated quality of life assessed by the EQ-5D VAS (but not by the WHO Well-Being Index) was higher the day after asymptomatic (but not after symptomatic) hypoglycaemic nights, as compared with non-hypoglycaemic nights (IG3.9, p = 0.021; IG3.0, p = 0.048). The effect increased with lower glucose nadir and longer duration of nocturnal hypoglycaemia (IG3.9, p = 0.03). The finding was confined to participants with impaired hypoglycaemia awareness. There was no effect of nocturnal hypoglycaemia on mood or self-estimated effectiveness at work the following day. CONCLUSIONS/INTERPRETATION Individuals with type 1 diabetes and impaired hypoglycaemia awareness reported higher quality of life on days preceded by nights with asymptomatic (but not symptomatic) hypoglycaemia. The effect was amplified by lower glucose nadir and longer duration of the episodes and may help explain resistance to implementation of interventions to reduce hypoglycaemia in many people with impaired hypoglycaemia awareness.
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Affiliation(s)
- Marie M Henriksen
- Department of Endocrinology and Nephrology, Nordsjællands Hospital, Hillerød, Denmark.
| | | | - Birger Thorsteinsson
- Department of Endocrinology and Nephrology, Nordsjællands Hospital, Hillerød, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Ulrik Pedersen-Bjergaard
- Department of Endocrinology and Nephrology, Nordsjællands Hospital, Hillerød, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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24
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Nwokolo M, Amiel SA, O'Daly O, Macdonald IA, Zelaya FO, Choudhary P. Restoration of Hypoglycemia Awareness Alters Brain Activity in Type 1 Diabetes. Diabetes Care 2021; 44:533-540. [PMID: 33328282 DOI: 10.2337/dc20-1250] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Accepted: 11/12/2020] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Impaired awareness of hypoglycemia (IAH) in type 1 diabetes (T1D) is a major risk factor for severe hypoglycemia (SH) and is associated with atypical responses to hypoglycemia in brain regions involved in arousal, decision making, and memory. Whether restoration of hypoglycemia awareness alters these responses is unknown. We sought to investigate the impact of awareness restoration on brain responses to hypoglycemia. RESEARCH DESIGN AND METHODS Twelve adults with T1D and IAH underwent pseudocontinuous arterial spin labeling functional MRI during a hypoglycemic clamp (5-2.6 mmol/L) before and after a hypoglycemia avoidance program of structured education (Dose Adjustment for Normal Eating), specialist support, and sensor-augmented pump therapy (Medtronic MiniMed 640G). Hypoglycemic cerebral blood flow (CBF) responses were compared pre- and postintervention using predefined region-of-interest analysis of the thalamus, anterior cingulate cortex (ACC), orbitofrontal cortex (OFC), and hippocampus. RESULTS Postintervention, Gold and Clarke scores fell (6.0 ± 1.0 to 4.0 ± 1.6, P = 0.0002, and 5.7 ± 1.7 to 3.4 ± 1.8, P = 0.0008, respectively), SH rates reduced (1.5 ± 2 to 0.3 ± 0.5 episodes per year, P = 0.03), hypoglycemic symptom scores increased (18.8 ± 6.3 to 27.3 ± 12.7, P = 0.02), and epinephrine responses did not change (P = 0.2). Postintervention, hypoglycemia induced greater increases in ACC CBF (P = 0.01, peak voxel coordinates [6, 40, -2]), while thalamic and OFC activity did not change. CONCLUSIONS Increased blood flow is seen within brain pathways involved in internal self-awareness and decision making (ACC) after restoration of hypoglycemia awareness, suggesting partial recovery of brain responses lost in IAH. Resistance of frontothalamic networks, involved in arousal and emotion processing, may explain why not all individuals with IAH achieve awareness restoration with education and technology alone.
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Affiliation(s)
- Munachiso Nwokolo
- Department of Diabetes, School of Life Course Sciences, King's College London, London, U.K. .,King's College Hospital NHS Foundation Trust, London, U.K
| | - Stephanie A Amiel
- Department of Diabetes, School of Life Course Sciences, King's College London, London, U.K.,King's College Hospital NHS Foundation Trust, London, U.K
| | - Owen O'Daly
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, U.K
| | - Ian A Macdonald
- School of Life Sciences, MRC-Arthritis Research UK Centre of Excellence in Musculoskeletal Ageing, Nottingham University Medical School, Queen's Medical Centre, Nottingham, U.K
| | - Fernando O Zelaya
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, U.K
| | - Pratik Choudhary
- Department of Diabetes, School of Life Course Sciences, King's College London, London, U.K.,King's College Hospital NHS Foundation Trust, London, U.K
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25
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Winkley K, Upsher R, Stahl D, Pollard D, Brennan A, Heller S, Ismail K. Systematic review and meta-analysis of randomized controlled trials of psychological interventions to improve glycaemic control in children and adults with type 1 diabetes. Diabet Med 2020; 37:735-746. [PMID: 32022290 PMCID: PMC7217004 DOI: 10.1111/dme.14264] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/03/2020] [Indexed: 12/15/2022]
Abstract
AIM We conducted a systematic review aggregate and network meta-analysis of psychological interventions for people with type 1 diabetes to assess their effectiveness in improving glycaemic levels. METHODS We searched the following databases from 1 January 2003 to 1 July 2018: MEDLINE, CINAHL, PsycINFO, Embase, Cochrane Controlled Trials, Web of Science, clinicaltrials.gov, Dissertation Abstract International. We included randomized controlled trials (RCT) of psychological interventions for children and adults with type 1 diabetes reported in any language. We extracted data on publications, participant characteristics at baseline, intervention and control group, and data for the primary outcome, change in glycaemic control [HbA1c (mmol/mol/%)]. Study authors were contacted for missing data. The review was registered with international prospective register of systematic reviews registration (PROSPERO) CRD42016033619. RESULTS Twenty-four adult RCTs and 23 of children with type 1 diabetes were included in the systematic review. In aggregate meta-analysis there was no overall effect of psychological intervention compared with control on HbA1c [adults, nine RCTs, n = 1102, pooled mean difference -0.12, 95% confidence intervals (CI) -0.27 to 0.03, I2 = 29.0%, P = 0.19; children, 20 RCTs, n = 2567, -0.09, 95% CI -0.22 to 0.04, I2 =54.0% P=0.002]. Network meta-analysis suggested that probability and rank-ordering of effectiveness is highest for attention control groups (b = -0.47, 95% CI -0.80 to -0.12) followed by cognitive behavioural therapy (CBT) (-0.26, 95% CI -0.45 to -0.06) compared with usual care for adults. CONCLUSIONS Overall psychological interventions for children and adults with type 1 diabetes do not improve glycaemic control. For adults, CBT-based interventions have the potential to be effective.
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Affiliation(s)
- K. Winkley
- Florence Nightingale Faculty of Nursing, Midwifery & Palliative CareLondonUK
| | - R. Upsher
- Department of Psychological MedicineInstitute of Psychiatry, Psychology and NeuroscienceLondonUK
| | - D. Stahl
- Department of BiostatisticsInstitute of PsychiatryKing's College LondonLondonUK
| | - D. Pollard
- School of Health and Related ResearchUniversity of SheffieldSheffieldUK
| | - A. Brennan
- School of Health and Related ResearchUniversity of SheffieldSheffieldUK
| | - S. Heller
- Department of Oncology & MetabolismUniversity of Sheffield School of MedicineSheffieldUK
| | - K. Ismail
- Department of Psychological MedicineInstitute of Psychiatry, Psychology and NeuroscienceLondonUK
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26
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Hendrieckx C, Gonder-Frederick L, Heller SR, Snoek FJ, Speight J. How has psycho-behavioural research advanced our understanding of hypoglycaemia in type 1 diabetes? Diabet Med 2020; 37:409-417. [PMID: 31814151 DOI: 10.1111/dme.14205] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/04/2019] [Indexed: 11/29/2022]
Abstract
Almost 100 years since the discovery of insulin, hypoglycaemia remains a barrier for people with type 1 diabetes to achieve and maintain blood glucose at levels which prevent long-term diabetes-related complications. Although hypoglycaemia is primarily attributable to the limitations of current treatment and defective hormonal counter-regulation in type 1 diabetes, the central role of psycho-behavioural factors in preventing, recognizing and treating hypoglycaemia has been acknowledged since the early 1980s. Over the past 25 years, as documented in the present review, there has been a substantial increase in psycho-behavioural research focused on understanding the experience and impact of hypoglycaemia. The significant contributions have been in understanding the impact of hypoglycaemia on a person's emotional well-being and aspects of life (e.g. sleep, driving, work/social life), identifying modifiable psychological and behavioural risk factors, as well as in developing psycho-behavioural interventions to prevent and better manage (severe) hypoglycaemia. The impact of hypoglycaemia on family members has also been confirmed. Structured diabetes education programmes and psycho-behavioural interventions with a focus on hypoglycaemia have both been shown to be effective in addressing problematic hypoglycaemia. However, the findings have also revealed the complexity of the problem and the need for a personalized approach, taking into account the individual's knowledge of, and emotional/behavioural reactions to hypoglycaemia. Evidence is emerging that people with persistent and recurrent severe hypoglycaemia, characterized by deeply entrenched cognitions and lack of concern around hypoglycaemia, can benefit from tailored cognitive behavioural therapy.
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Affiliation(s)
- C Hendrieckx
- School of Psychology, Deakin University, Geelong, Victoria, Australia
- The Australian Centre for Behavioural Research in Diabetes, Melbourne, Victoria, Australia
| | - L Gonder-Frederick
- Centre for Diabetes Technology, Department of Psychiatry and Neurobehavioural Sciences, University of Virginia, Charlottesville, VA, USA
| | - S R Heller
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
| | - F J Snoek
- Department of Medical Psychology, Amsterdam University Medical Centres, Vrije Universiteit Amsterdam, The Netherlands
| | - J Speight
- School of Psychology, Deakin University, Geelong, Victoria, Australia
- The Australian Centre for Behavioural Research in Diabetes, Melbourne, Victoria, Australia
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27
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Parikh L, Seo D, Lacadie C, Belfort-Deaguiar R, Groskreutz D, Hamza M, Dai F, Scheinost D, Sinha R, Todd Constable R, Sherwin R, Hwang JJ. Differential Resting State Connectivity Responses to Glycemic State in Type 1 Diabetes. J Clin Endocrinol Metab 2020; 105:5568225. [PMID: 31511876 PMCID: PMC6936965 DOI: 10.1210/clinem/dgz004] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 06/28/2019] [Accepted: 08/30/2019] [Indexed: 12/13/2022]
Abstract
CONTEXT Individuals with type 1 diabetes mellitus (T1DM) have alterations in brain activity that have been postulated to contribute to the adverse neurocognitive consequences of T1DM; however, the impact of T1DM and hypoglycemic unawareness on the brain's resting state activity remains unclear. OBJECTIVE To determine whether individuals with T1DM and hypoglycemia unawareness (T1DM-Unaware) had changes in the brain resting state functional connectivity compared to healthy controls (HC) and those with T1DM and hypoglycemia awareness (T1DM-Aware). DESIGN Observational study. SETTING Academic medical center. PARTICIPANTS 27 individuals with T1DM and 12 HC volunteers participated in the study. INTERVENTION All participants underwent blood oxygenation level dependent (BOLD) resting state functional magnetic brain imaging during a 2-step hyperinsulinemic euglycemic (90 mg/dL)-hypoglycemic (60 mg/dL) clamp. OUTCOME Changes in resting state functional connectivity. RESULTS Using 2 separate methods of functional connectivity analysis, we identified distinct differences in the resting state brain responses to mild hypoglycemia between HC, T1DM-Aware, and T1DM-Unaware participants, particularly in the angular gyrus, an integral component of the default mode network (DMN). Furthermore, changes in angular gyrus connectivity also correlated with greater symptoms of hypoglycemia (r = 0.461, P = 0.003) as well as higher scores of perceived stress (r = 0.531, P = 0.016). CONCLUSION These findings provide evidence that individuals with T1DM have changes in the brain's resting state connectivity patterns, which may be further associated with differences in awareness to hypoglycemia. These changes in connectivity may be associated with alterations in functional outcomes among individuals with T1DM.
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Affiliation(s)
- Lisa Parikh
- Section of Endocrinology, Yale School of Medicine, New Haven, CT, US
| | - Dongju Seo
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, US
| | - Cheryl Lacadie
- Department of Radiology & Biomedical Imaging, Yale School of Medicine, New Haven, CT, US
| | | | - Derek Groskreutz
- Section of Endocrinology, Yale School of Medicine, New Haven, CT, US
| | - Muhammad Hamza
- Section of Endocrinology, Yale School of Medicine, New Haven, CT, US
| | - Feng Dai
- Yale Center for Analytical Sciences, Yale School of Public Health, New Haven, CT, US
| | - Dustin Scheinost
- Department of Radiology & Biomedical Imaging, Yale School of Medicine, New Haven, CT, US
| | - Rajita Sinha
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, US
| | - R Todd Constable
- Department of Radiology & Biomedical Imaging, Yale School of Medicine, New Haven, CT, US
| | - Robert Sherwin
- Section of Endocrinology, Yale School of Medicine, New Haven, CT, US
| | - Janice Jin Hwang
- Section of Endocrinology, Yale School of Medicine, New Haven, CT, US
- Correspondence and Reprint Requests: Janice Hwang, The Anylan Center, TAC 119S, New Haven, CT 06520, USA. E-mail:
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28
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Flatt AJS, Little SA, Speight J, Leelarathna L, Walkinshaw E, Tan HK, Bowes A, Lubina-Solomon A, Holmes-Truscott E, Chadwick TJ, Wood R, McDonald TJ, Kerr D, Flanagan D, Brooks A, Heller SR, Evans ML, Shaw JAM. Predictors of Recurrent Severe Hypoglycemia in Adults With Type 1 Diabetes and Impaired Awareness of Hypoglycemia During the HypoCOMPaSS Study. Diabetes Care 2020; 43:44-52. [PMID: 31484666 DOI: 10.2337/dc19-0630] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Accepted: 08/06/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The HypoCOMPaSS study was designed to test the hypothesis that successful avoidance of biochemical hypoglycemia without compromising overall glycemic control would restore sufficient hypoglycemia awareness to prevent recurrent severe hypoglycemia in the majority of participants with established type 1 diabetes. Before starting the study, we planned to investigate associations between baseline characteristics and recurrent severe hypoglycemia over 2 years' follow-up. RESEARCH DESIGN AND METHODS A total of 96 adults with type 1 diabetes and impaired awareness of hypoglycemia participated in a 24-week 2 × 2 factorial randomized controlled trial comparing insulin delivery and glucose monitoring modalities, with the goal of rigorous biochemical hypoglycemia avoidance. The analysis included 71 participants who had experienced severe hypoglycemia in the 12-month prestudy with confirmed absence (complete responder) or presence (incomplete responder) of severe hypoglycemia over 24 months' follow-up. RESULTS There were 43 (61%) complete responders and 28 (39%) incomplete responders experiencing mean ± SD 1.5 ± 1.0 severe hypoglycemia events/person-year. At 24 months, incomplete responders spent no more time with glucose ≤3 mmol/L (1.4 ± 2.1% vs. 3.0 ± 4.8% for complete responders; P = 0.26), with lower total daily insulin dose (0.45 vs. 0.58 units/24 h; P = 0.01) and greater impairment of hypoglycemia awareness (Clarke score: 3.8 ± 2.2 vs. 2.0 ± 1.9; P = 0.01). Baseline severe hypoglycemia rate (16.9 ± 16.3 vs. 6.4 ± 10.8 events/person-year; P = 0.002) and fear of hypoglycemia were higher in incomplete responders. Peripheral neuropathy was more prevalent in incomplete responders (11 [39%] vs. 2 [4.7%]; P < 0.001) with a trend toward increased autonomic neuropathy. CONCLUSIONS Recurrent severe hypoglycemia was associated with higher preintervention severe hypoglycemia rate, fear of hypoglycemia, and concomitant neuropathy.
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Affiliation(s)
- Anneliese J S Flatt
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, U.K.,Newcastle Diabetes Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, U.K
| | - Stuart A Little
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, U.K.,Newcastle Diabetes Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, U.K
| | - Jane Speight
- School of Psychology, Deakin University, Geelong, Victoria, Australia.,The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia.,AHP Research, Hornchurch, U.K
| | - Lalantha Leelarathna
- Wellcome Trust-MRC Institute of Metabolic Science Metabolic Research Laboratories, University of Cambridge, Cambridge, U.K
| | - Emma Walkinshaw
- School of Medicine and Biomedical Sciences, The University of Sheffield, Sheffield, U.K
| | - Horng Kai Tan
- Peninsula College of Medicine and Dentistry, Plymouth, U.K
| | - Anita Bowes
- Bournemouth Diabetes and Endocrine Centre, Royal Bournemouth Hospital, Bournemouth, U.K
| | | | - Elizabeth Holmes-Truscott
- Newcastle Diabetes Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, U.K.,School of Psychology, Deakin University, Geelong, Victoria, Australia
| | - Thomas J Chadwick
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, U.K
| | - Ruth Wood
- Newcastle Clinical Trials Unit, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, U.K
| | - Timothy J McDonald
- Institute of Biomedical and Clinical Science, College of Medicine and Health, University of Exeter, Exeter, U.K
| | - David Kerr
- Bournemouth Diabetes and Endocrine Centre, Royal Bournemouth Hospital, Bournemouth, U.K.,Sansum Diabetes Research Institute, Santa Barbara, CA
| | | | - Augustin Brooks
- Bournemouth Diabetes and Endocrine Centre, Royal Bournemouth Hospital, Bournemouth, U.K
| | - Simon R Heller
- School of Medicine and Biomedical Sciences, The University of Sheffield, Sheffield, U.K
| | - Mark L Evans
- Wellcome Trust-MRC Institute of Metabolic Science Metabolic Research Laboratories, University of Cambridge, Cambridge, U.K
| | - James A M Shaw
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, U.K. .,Newcastle Diabetes Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, U.K
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Soukup T, Hull L, Smith EL, Healey A, Bakolis I, Amiel SA, Sevdalis N. Effectiveness-implementation hybrid type 2 trial evaluating two psychoeducational programmes for severe hypoglycaemia in type 1 diabetes: implementation study protocol. BMJ Open 2019; 9:e030370. [PMID: 31727650 PMCID: PMC6886982 DOI: 10.1136/bmjopen-2019-030370] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Revised: 08/13/2019] [Accepted: 09/02/2019] [Indexed: 12/31/2022] Open
Abstract
INTRODUCTION Two of the most acute and feared complications in type 1 diabetes (T1D) are hypoglycaemia and severe hypoglycaemia (SH). While impaired awareness of hypoglycaemia (IAH) can lead to SH with cognitive and motivational barriers implicated, the available education does not integrate behavioural change techniques to address these. A novel Hypoglycaemia Awareness Restoration Programme despite optimised care (HARPdoc) is currently being tested against an established blood glucose awareness training (BGAT) within a parallel, two-arm, group randomised, blinded trial (with its own protocol; NCT02940873) with adults with T1D whose problems with hypoglycaemia and SH have persisted despite otherwise optimised insulin management. While both programmes are aimed at reducing hypoglycaemia, SH and IAH, it is the former that integrates behavioural change techniques.The aim of the current (implementation) study is to evaluate delivery of both HARPdoc and BGAT and explore associations between implementation outcomes and trial endpoints; as well as to develop an evidence-based implementation blueprint to guide implementation, sustainment and scale-up of the effective programmes. METHODS AND ANALYSIS Guided by the implementation science tools, frameworks, methods and principles, the current study was designed through a series of focus groups (n=11) with the key intervention stakeholders (n=28)-including (1) individuals with lived experience of T1D, IAH and a pilot version of the HARPdoc (n=6) and (2) diabetes healthcare professionals (n=22). A mixed-methods approach will be used throughout. Stakeholder engagement has underpinned study design and materials to maximise relevance, feasibility and impact. ETHICS AND DISSEMINATION The protocol has been reviewed and received ethical approval by the Harrow Research Ethics Committee (18/LO/1020; 240752) on 1 October 2018. The findings will be submitted to a peer-reviewed journal and presented at scientific meetings. TRIAL REGISTRATION NUMBER NCT02940873; Pre-results.
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Affiliation(s)
- Tayana Soukup
- Centre for Implementation Science, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Louise Hull
- Centre for Implementation Science, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Emma Lauretta Smith
- Department of Diabetes, School of Life Course Sciences, King's College London, London, UK
- Department of Diabetes, King's College Hospital, London, UK
| | - Andy Healey
- Centre for Implementation Science, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Ioannis Bakolis
- Centre for Implementation Science, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, London, UK
| | - Stephanie A Amiel
- Department of Diabetes, School of Life Course Sciences, King's College London, London, UK
- Department of Diabetes, King's College Hospital, London, UK
| | - Nick Sevdalis
- Centre for Implementation Science, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
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Nwokolo M, Amiel SA, O'Daly O, Byrne ML, Wilson BM, Pernet A, Cordon SM, Macdonald IA, Zelaya FO, Choudhary P. Impaired Awareness of Hypoglycemia Disrupts Blood Flow to Brain Regions Involved in Arousal and Decision Making in Type 1 Diabetes. Diabetes Care 2019; 42:2127-2135. [PMID: 31455689 DOI: 10.2337/dc19-0337] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Accepted: 08/07/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Impaired awareness of hypoglycemia (IAH) affects one-quarter of adults with type 1 diabetes and significantly increases the risk of severe hypoglycemia. Differences in regional brain responses to hypoglycemia may contribute to the susceptibility of this group to problematic hypoglycemia. This study investigated brain responses to hypoglycemia in hypoglycemia aware (HA) and IAH adults with type 1 diabetes, using three-dimensional pseudo-continuous arterial spin labeling (3D pCASL) functional MRI to measure changes in regional cerebral blood flow (CBF). RESEARCH DESIGN AND METHODS Fifteen HA and 19 IAH individuals underwent 3D pCASL functional MRI during a two-step hyperinsulinemic glucose clamp. Symptom, hormone, global, and regional CBF responses to hypoglycemia (47 mg/dL [2.6 mmol/L]) were measured. RESULTS In response to hypoglycemia, total symptom score did not change in those with IAH (P = 0.25) but rose in HA participants (P < 0.001). Epinephrine, cortisol, and growth hormone responses to hypoglycemia were lower in the IAH group (P < 0.05). Hypoglycemia induced a rise in global CBF (HA P = 0.01, IAH P = 0.04) but was not different between groups (P = 0.99). IAH participants showed reduced regional CBF responses within the thalamus (P = 0.002), right lateral orbitofrontal cortex (OFC) (P = 0.002), and right dorsolateral prefrontal cortex (P = 0.036) and a lesser decrease of CBF in the left hippocampus (P = 0.023) compared with the HA group. Thalamic and right lateral OFC differences survived Bonferroni correction. CONCLUSIONS Responses to hypoglycemia of brain regions involved in arousal, decision making, and reward are altered in IAH. Changes in these pathways may disrupt IAH individuals' ability to recognize hypoglycemia, impairing their capacity to manage hypoglycemia effectively and benefit fully from conventional therapeutic pathways to restore awareness.
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Affiliation(s)
- Munachiso Nwokolo
- Department of Diabetes, School of Life Course Sciences, King's College London, London, U.K. .,King's College Hospital NHS Foundation Trust, London, U.K
| | - Stephanie A Amiel
- Department of Diabetes, School of Life Course Sciences, King's College London, London, U.K.,King's College Hospital NHS Foundation Trust, London, U.K
| | - Owen O'Daly
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, U.K
| | - Megan L Byrne
- Department of Diabetes, School of Life Course Sciences, King's College London, London, U.K
| | - Bula M Wilson
- Department of Diabetes, School of Life Course Sciences, King's College London, London, U.K
| | - Andrew Pernet
- Department of Diabetes, School of Life Course Sciences, King's College London, London, U.K
| | - Sally M Cordon
- School of Life Sciences, MRC Arthritis Research UK Centre of Excellence in Musculoskeletal Ageing, University of Nottingham Medical School, Queen's Medical Centre, Nottingham, U.K
| | - Ian A Macdonald
- School of Life Sciences, MRC Arthritis Research UK Centre of Excellence in Musculoskeletal Ageing, University of Nottingham Medical School, Queen's Medical Centre, Nottingham, U.K
| | - Fernando O Zelaya
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, U.K
| | - Pratik Choudhary
- Department of Diabetes, School of Life Course Sciences, King's College London, London, U.K.,King's College Hospital NHS Foundation Trust, London, U.K
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Cook AJ, DuBose SN, Foster N, Smith EL, Wu M, Margiotta G, Rickels MR, Speight J, de Zoysa N, Amiel SA. Cognitions Associated With Hypoglycemia Awareness Status and Severe Hypoglycemia Experience in Adults With Type 1 Diabetes. Diabetes Care 2019; 42:1854-1864. [PMID: 31391200 DOI: 10.2337/dc19-0002] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/01/2019] [Accepted: 07/13/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Impaired awareness of hypoglycemia (IAH) and recurrent severe hypoglycemia (RSH) remain problematic for people with type 1 diabetes (T1D), despite major therapeutic advances. We explored beliefs around hypo- and hyperglycemia in adults with T1D with, and without, IAH and RSH. RESEARCH DESIGN AND METHODS A cross-sectional U.S. multicenter survey included Attitudes to Awareness of Hypoglycemia (A2A; a 19-item questionnaire concerning beliefs about hypoglycemia), the Gold score (single item: awareness of hypoglycemia), and a question about severe hypoglycemia over the preceding year. The survey was emailed to 6,200 adult participants of the annual T1D Exchange clinic registry data collection. A2A data were subjected to principal component analysis with varimax rotation. RESULTS Among 1,978 respondents (response rate 32%), 61.7% were women, mean ± SD age was 39.6 ± 16.3 years, and T1D duration was 23.1 ± 13.8 years. Thirty-seven percent reported IAH, 16% RSH, and 9% both. A2A items segregated into three factors, differently distributed by hypoglycemia experience. Respondents with IAH or RSH expressed appropriate concern about hypoglycemia, but those with IAH were more likely to prioritize hyperglycemia concerns than those with intact awareness (P = 0.002). Those with RSH showed greater normalization of asymptomatic hypoglycemia than those without (P = 0.019) and trended toward prioritizing hyperglycemia concerns (P = 0.097), driven by those with both IAH and RSH. CONCLUSIONS Adults with T1D with IAH and RSH report specific cognitions about hypoglycemia and hyperglycemia, which may act as barriers to hypoglycemia avoidance and recovery of awareness. These may be modifiable and present a target for enhancing engagement of vulnerable people with strategies to avoid future hypoglycemia.
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Affiliation(s)
- Amelia J Cook
- Diabetes Research Group, Faculty of Life Sciences and Medicine, King's College London, London, U.K
| | | | | | - Emma L Smith
- Diabetes Research Group, Faculty of Life Sciences and Medicine, King's College London, London, U.K
| | - Mengdi Wu
- Jaeb Center for Health Research, Tampa, FL
| | - Georgina Margiotta
- Diabetes Research Group, Faculty of Life Sciences and Medicine, King's College London, London, U.K
| | - Michael R Rickels
- Institute for Diabetes, Obesity and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Jane Speight
- School of Psychology, Deakin University, Geelong, Victoria, Australia.,The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia.,AHP Research, Essex, U.K
| | - Nicole de Zoysa
- Diabetes Research Group, Faculty of Life Sciences and Medicine, King's College London, London, U.K
| | - Stephanie A Amiel
- Diabetes Research Group, Faculty of Life Sciences and Medicine, King's College London, London, U.K. .,Institute of Diabetes, Obesity and Endocrinology, King's Health Partners, London, U.K
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32
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Amiel SA, Choudhary P, Jacob P, Smith EL, De Zoysa N, Gonder-Frederick L, Kendall M, Heller S, Brooks A, Toschi E, Kariyawasam D, Potts L, Healy A, Rogers H, Sevdalis N, Stadler M, Qayyum M, Bakolis I, Goldsmith K. Hypoglycaemia Awareness Restoration Programme for People with Type 1 Diabetes and Problematic Hypoglycaemia Persisting Despite Optimised Self-care (HARPdoc): protocol for a group randomised controlled trial of a novel intervention addressing cognitions. BMJ Open 2019; 9:e030356. [PMID: 31209097 PMCID: PMC6588968 DOI: 10.1136/bmjopen-2019-030356] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2019] [Revised: 04/10/2019] [Accepted: 04/12/2019] [Indexed: 12/21/2022] Open
Abstract
INTRODUCTION Severe hypoglycaemia (SH), when blood glucose falls too low to support brain function, is the most feared acute complication of insulin therapy for type 1 diabetes mellitus (T1DM). 10% of people with T1DM contribute nearly 70% of all episodes, with impaired awareness of hypoglycaemia (IAH) a major risk factor. People with IAH may be refractory to conventional approaches to reduce SH, with evidence for cognitive barriers to hypoglycaemia avoidance. This paper describes the protocol for the Hypoglycaemia Awareness Restoration Programme for People with Type 1 Diabetes and Problematic Hypoglycaemia Persisting Despite Optimised Self-care (HARPdoc) study, a trial to assess the impact on hypoglycaemia experience of a novel intervention that addresses cognitive barriers to hypoglycaemia avoidance, compared with an existing control intervention, recommended by the National Institute of Health and Care Excellence. METHODS AND ANALYSIS A randomised parallel two-arm trial of two group therapies: HARPdoc versus Blood Glucose Awareness Training, among 96 adults with T1DM and problematic hypoglycaemia, despite attendance at education with or without technology use, in four centres providing specialist T1DM services. The primary outcome will be the SH rate at 12 and/or 24 months after randomisation to either course. Secondary outcomes include rates of SH requiring parenteral therapy, involving unconsciousness or needing emergency services; hypoglycaemia awareness status, overall diabetes control and quality of life measures. An implementation study to evaluate how the interventions are delivered and how implementation impacts on clinical effectiveness is planned as a parallel study, with its own protocol. ETHICS AND DISSEMINATION The protocol was approved by the London Dulwich Research Ethics Committee, the Health Research Authority, National Health Service R&D and the Institutional Review Board of the Joslin Diabetes Center in the USA. Study findings will be disseminated to study participants and through peer-reviewed publications and conference presentations, including user groups. TRIAL REGISTRATION NUMBER NCY02940873; Pre-results.
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Affiliation(s)
- Stephanie A Amiel
- Diabetes Department, Denmark Hill Campus, King's College London Faculty of Life Sciences and Medicine, London, UK
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, UK
| | - Pratik Choudhary
- Diabetes Department, Denmark Hill Campus, King's College London Faculty of Life Sciences and Medicine, London, UK
| | - Peter Jacob
- Diabetes Department, Denmark Hill Campus, King's College London Faculty of Life Sciences and Medicine, London, UK
| | - Emma Lauretta Smith
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, UK
| | - Nicole De Zoysa
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, UK
| | - Linda Gonder-Frederick
- Department of Psychiatry and Behavioral Sciences, University of Virginia, Charlottesville, Virginia, USA
| | - Mike Kendall
- Diabetes Department, Denmark Hill Campus, King's College London Faculty of Life Sciences and Medicine, London, UK
| | - Simon Heller
- School of Medicine and Biomedical Sciences, University of Sheffield Faculty of Medicine Dentistry and Health, Sheffield, UK
| | - Augustin Brooks
- Bournemouth Diabetes and Endocrine Centre, Royal Bournemouth Hospital, Bournemouth, UK
| | - Elena Toschi
- Joslin Diabetes Center, Harvard University, Cambridge, Massachusetts, USA
| | - Dulmini Kariyawasam
- Department of Diabetes, Guy's and Saint Thomas' Hospitals NHS Trust, London, UK
| | - Laura Potts
- Department of Biostatistics, Department of Health Services and Population Research, Institute of Psychiatry Psychology and Neuroscience, London, UK
| | - Andy Healy
- Department of Biostatistics, Department of Health Services and Population Research, Institute of Psychiatry Psychology and Neuroscience, London, UK
| | - Helen Rogers
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, UK
| | - Nick Sevdalis
- Centre for Implementation Science, Health Sciences and Population Research Department, Institute of Psychiatry Psychology and Neuroscience, London, UK
| | - Marietta Stadler
- Diabetes Department, Denmark Hill Campus, King's College London Faculty of Life Sciences and Medicine, London, UK
| | - Mustabshira Qayyum
- Diabetes Department, Denmark Hill Campus, King's College London Faculty of Life Sciences and Medicine, London, UK
| | - Ioannis Bakolis
- Department of Biostatistics, Department of Health Services and Population Research, Institute of Psychiatry Psychology and Neuroscience, London, UK
| | - Kimberley Goldsmith
- Department of Biostatistics, Department of Health Services and Population Research, Institute of Psychiatry Psychology and Neuroscience, London, UK
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van Meijel LA, Rooijackers HM, Tack CJ, de Galan BE. Effect of the GLP-1 receptor agonist exenatide on impaired awareness of hypoglycemia in type 1 diabetes; a randomized controlled trial. J Clin Endocrinol Metab 2019; 104:4143-4150. [PMID: 30958544 DOI: 10.1210/jc.2019-00087] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Accepted: 04/02/2019] [Indexed: 02/13/2023]
Abstract
CONTEXT Impaired awareness of hypoglycemia (IAH), resulting from habituation to recurrent hypoglycemia, can be reversed by strict avoidance of hypoglycemia. Adjunctive treatment with glucagon-like peptide-1 (GLP-1) receptor agonists may reduce glucose variability, hence lower the risk of hypoglycemia and improve awareness. The aim of our study was to investigate the effect of exenatide on awareness of hypoglycemia in people with type 1 diabetes and IAH. METHODS This was a randomized double-blind, placebo-controlled cross-over trial. Ten patients with type 1 diabetes and IAH were included (age 38.5±4.4 years, 40% males, HbA1c 7.2±0.4 % (55.2±4.8 mmol/mol)). Patients were treated with exenatide 5µg twice daily (first 2 weeks), followed by 10µg twice daily (remaining 4 weeks) or matching placebo, with a 4-week washout period. Patients wore blinded glucose sensors in the final weeks and modified hyperinsulinemic normoglycemic-hypoglycemic glucose clamps (nadir 2.5 mmol/l) were performed at the end of each treatment period. RESULTS Treatment with exenatide caused body weight to fall as compared to placebo (-3.9±0.9 vs. 0.6±1.2 kg, p=0.047). Exenatide did not change mean 24-hour glucose levels (8.3±0.4 vs. 8.5±0.3 mmol/l, exenatide vs. placebo, p=0.64), median (interquartile range) percentage of time spent in hypoglycemia (15.5 [4.5, 25.5] vs. 7.8 [4.4, 17.1]%, p=0.11) and frequency of hypoglycemia (15.8±3.7 vs. 12.1±3.5, p=0.19). Symptom scores in response to clamped hypoglycemia were similar between exenatide (median change 1.0 [-1.5, 7.0]) and placebo (4.5 [1.5, 5.8], p=0.08). CONCLUSIONS Six weeks treatment with exenatide did not improve awareness of hypoglycemia in patients with type 1 diabetes and IAH.
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Affiliation(s)
- Lian A van Meijel
- Department of Internal Medicine, Radboud university medical center, Nijmegen, the Netherlands
| | - Hanne M Rooijackers
- Department of Internal Medicine, Radboud university medical center, Nijmegen, the Netherlands
| | - Cees J Tack
- Department of Internal Medicine, Radboud university medical center, Nijmegen, the Netherlands
| | - Bastiaan E de Galan
- Department of Internal Medicine, Radboud university medical center, Nijmegen, the Netherlands
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Luu QF, Villareal CJ, Fritschi C, Monson RS, Oberholzer J, Danielson KK. Concerns and hopes of patients with type 1 diabetes prior to islet cell transplantation: A content analysis. J Diabetes Complications 2018; 32:677-681. [PMID: 29779835 PMCID: PMC6015784 DOI: 10.1016/j.jdiacomp.2018.04.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2017] [Revised: 03/26/2018] [Accepted: 04/04/2018] [Indexed: 10/17/2022]
Abstract
AIMS Islet cell transplantation can functionally cure type 1 diabetes complicated by hypoglycemia unawareness (HU), but requires immunosuppression. This study identified the lived experiences and risk/benefit considerations of patients pre-transplant. METHODS Content analysis identified themes from four open-ended questions pre-transplant in an islet transplant clinical trial. The sample included 23 (19 female) patients, with a mean age = 48.3 and diabetes duration = 29.3 years. RESULTS Lack of control due to diabetes and HU was the overarching theme pre-transplant. Four sub-themes were also identified: fear of hypoglycemia, diabetes-related complications, hopes/expectations after transplant, and transplant outcomes. Patients expressed fear of HU and long-term complications pre-transplant, and hoped islet transplant would improve diabetes management. Patients further emphasized anxiety over burdening others, and hopes of advancing research. In addition, other patients emphasized frustrations regarding the impact of HU on themselves, such as the inability to perform activities of daily living. Many patients were primarily worried about immunosuppressive side effects rather than islet transplant success. CONCLUSIONS Patients viewed islet transplantation as a means to gain autonomy and control over their lives. They desired reduced anxiety associated with HU, despite concerns over immunosuppressive side-effects. These findings need confirmation, but may help to further improve patient education and patient-provider communication.
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Affiliation(s)
- Queena F Luu
- School of Public Health, University of Illinois at Chicago, 1603 W. Taylor St., Chicago, IL 60612, USA
| | - Celine J Villareal
- Department of Biobehavioral Health Science, College of Nursing, University of Illinois at Chicago, 845 S. Damen Ave., Chicago, IL 60612, USA
| | - Cynthia Fritschi
- Department of Biobehavioral Health Science, College of Nursing, University of Illinois at Chicago, 845 S. Damen Ave., Chicago, IL 60612, USA.
| | - Rebecca S Monson
- Department of Surgery, College of Medicine, University of Illinois at Chicago, 840 S. Wood St., Chicago, IL 60612, USA.
| | - Jose Oberholzer
- Department of Surgery, College of Medicine, University of Illinois at Chicago, 840 S. Wood St., Chicago, IL 60612, USA.
| | - Kirstie K Danielson
- School of Public Health, University of Illinois at Chicago, 1603 W. Taylor St., Chicago, IL 60612, USA; Department of Surgery, College of Medicine, University of Illinois at Chicago, 840 S. Wood St., Chicago, IL 60612, USA.
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35
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Dunn JT, Choudhary P, Teh MM, Macdonald I, Hunt KF, Marsden PK, Amiel SA. The impact of hypoglycaemia awareness status on regional brain responses to acute hypoglycaemia in men with type 1 diabetes. Diabetologia 2018; 61:1676-1687. [PMID: 29754288 PMCID: PMC6445483 DOI: 10.1007/s00125-018-4622-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Accepted: 03/05/2018] [Indexed: 12/14/2022]
Abstract
AIMS/HYPOTHESIS Impaired awareness of hypoglycaemia (IAH) in type 1 diabetes increases the risk of severe hypoglycaemia sixfold and can be resistant to intervention. We explored the impact of IAH on central responses to hypoglycaemia to investigate the mechanisms underlying barriers to therapeutic intervention. METHODS We conducted [15O]water positron emission tomography studies of regional brain perfusion during euglycaemia (target 5 mmol/l), hypoglycaemia (achieved level, 2.4 mmol/l) and recovery (target 5 mmol/l) in 17 men with type 1 diabetes: eight with IAH, and nine with intact hypoglycaemia awareness (HA). RESULTS Hypoglycaemia with HA was associated with increased activation in brain regions including the thalamus, insula, globus pallidus (GP), anterior cingulate cortex (ACC), orbital cortex, dorsolateral frontal (DLF) cortex, angular gyrus and amygdala; deactivation occurred in the temporal and parahippocampal regions. IAH was associated with reduced catecholamine and symptom responses to hypoglycaemia vs HA (incremental AUC: autonomic scores, 26.2 ± 35.5 vs 422.7 ± 237.1; neuroglycopenic scores, 34.8 ± 88.8 vs 478.9 ± 311.1; both p < 0.002). There were subtle differences (p < 0.005, k ≥ 50 voxels) in brain activation at hypoglycaemia, including early differences in the right central operculum, bilateral medial orbital (MO) cortex, and left posterior DLF cortex, with additional differences in the ACC, right GP and post- and pre-central gyri in established hypoglycaemia, and lack of deactivation in temporal regions in established hypoglycaemia. CONCLUSIONS/INTERPRETATION Differences in activation in the post- and pre-central gyri may be expected in people with reduced subjective responses to hypoglycaemia. Alterations in the activity of regions involved in the drive to eat (operculum), emotional salience (MO cortex), aversion (GP) and recall (temporal) suggest differences in the perceived importance and urgency of responses to hypoglycaemia in IAH compared with HA, which may be key to the persistence of the condition.
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Affiliation(s)
- Joel T Dunn
- Division of Imaging Sciences and Biomedical Engineering, King's College London, London, UK
| | - Pratik Choudhary
- Diabetes Research Group, King's College London, King's College Hospital Campus, Weston Education Centre, 10 Cutcombe Road, London, SE5 9RJ, UK
- Institute of Diabetes and Obesity, King's Health Partners, London, UK
| | - Ming Ming Teh
- Diabetes Research Group, King's College London, King's College Hospital Campus, Weston Education Centre, 10 Cutcombe Road, London, SE5 9RJ, UK
- Singapore General Hospital, Singapore, Republic of Singapore
| | - Ian Macdonald
- School of Life Sciences, University of Nottingham, Nottingham, UK
| | - Katharine F Hunt
- Diabetes Research Group, King's College London, King's College Hospital Campus, Weston Education Centre, 10 Cutcombe Road, London, SE5 9RJ, UK
- Institute of Diabetes and Obesity, King's Health Partners, London, UK
| | - Paul K Marsden
- Division of Imaging Sciences and Biomedical Engineering, King's College London, London, UK
| | - Stephanie A Amiel
- Diabetes Research Group, King's College London, King's College Hospital Campus, Weston Education Centre, 10 Cutcombe Road, London, SE5 9RJ, UK.
- Institute of Diabetes and Obesity, King's Health Partners, London, UK.
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Duncan EAS, Fitzpatrick D, Ikegwuonu T, Evans J, Maxwell M. Role and prevalence of impaired awareness of hypoglycaemia in ambulance service attendances to people who have had a severe hypoglycaemic emergency: a mixed-methods study. BMJ Open 2018; 8:e019522. [PMID: 29691243 PMCID: PMC5922484 DOI: 10.1136/bmjopen-2017-019522] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
OBJECTIVES (1) To compare the experiences of people who are affected by diabetes-related hypoglycaemia and either do or do not require an emergency attendance and (2) to measure the prevalence of impaired awareness of hypoglycaemia in patients who are attended by an ambulance service due to a severe hypoglycaemic event. DESIGN A sequential mixed-methods study. SETTING A qualitative interview study was undertaken with 31 people with diabetes (types 1 and 2) resident in the central belt of Scotland. A national prevalence survey of 590 Scottish Ambulance Service patients who had recently experienced a severe hypoglycaemic emergency requiring ambulance clinicians attendance. Impaired awareness of hypoglycaemia was measured using two standardised measures. RESULTS Considerable differences in impaired awareness of hypoglycaemia were found in the experiences of participants who did or did not require the ambulance service to treat their severe hypoglycaemic events. Those who required an ambulance reported fewer warning signs and symptoms. The prevalence of impaired awareness of hypoglycaemia in ambulance service call-outs as assessed by two standardised measures was 53% and 60%, respectively. CONCLUSIONS The prevalence of impaired awareness of hypoglycaemia among those who require an ambulance following a hypoglycaemic event is more than twice that found in the general population of people with diabetes. This may be because the experiences of impaired awareness in people who require an ambulance following a severe hypoglycaemic event differ to those who do not. This study provides important information to guide future prehospital clinical practice, and to develop and evaluate theoretically informed interventions. Improvements in prehospital care for this patient population could lead to global improvements in health outcomes and decreased service costs.
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Affiliation(s)
- Edward A S Duncan
- Nursing, Midwifery and Allied Health Professions Research Unit (NMAHP RU), Faculty of Health Sciences and Sport, The University of Stirling, Stirling, UK
| | - David Fitzpatrick
- Faculty of Health Science and Sport, University of Stirling, Stirling, UK
| | - Theresa Ikegwuonu
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - Josie Evans
- Faculty of Health Sciences and Sport, University of Stirling, Stirling, UK
| | - Margaret Maxwell
- Nursing, Midwifery and Allied Health Professions Research Unit, University of Stirling, Stirling, UK
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Choudhary P, Amiel SA. Hypoglycaemia in type 1 diabetes: technological treatments, their limitations and the place of psychology. Diabetologia 2018; 61:761-769. [PMID: 29423581 PMCID: PMC6448988 DOI: 10.1007/s00125-018-4566-6] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Accepted: 12/21/2017] [Indexed: 01/16/2023]
Abstract
Advances in technology allowing improved insulin delivery and glucose monitoring can significantly reduce the burden of hypoglycaemia when used appropriately. However, limitations of the current technology, and the skills, commitment and motivation required to use them, mean that it does not work for all people. Education and informed professional support are key to success. In the context of problematic hypoglycaemia, data suggest that newer technology has lower efficacy and uptake in those with most need. Identifying the causes of hypoglycaemia and understanding some of the underlying behavioural drivers may prove useful and psycho-educational strategies may be effective in selected individuals. Ultimately, as in many spheres of medicine, successful management of problematic hypoglycaemia depends upon matching the right treatment to the right individual.
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Affiliation(s)
- Pratik Choudhary
- Diabetes Research Group, School of Life Course Sciences, Weston Education Centre, King's College London, 10 Cutcombe Road, London, SE5 9RJ, UK
- Department of Diabetes, King's College Hospital Foundation Trust, London, UK
| | - Stephanie A Amiel
- Diabetes Research Group, School of Life Course Sciences, Weston Education Centre, King's College London, 10 Cutcombe Road, London, SE5 9RJ, UK.
- Department of Diabetes, King's College Hospital Foundation Trust, London, UK.
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Abstract
The role of intensive glycaemic control in preventing microvascular disease in diabetes is well established. Iatrogenic hypoglycaemia is, however, a major barrier to effective treatment. Hypoglycaemia is associated with a significant level of morbidity and, despite pharmacological and technological therapeutic advances, reported rates of severe hypoglycaemia in clinical practice have not fallen over the last 20 years. This suggests that human factors are of major relevance and that ensuring the effective self-management of diabetes is an important strategy for the reduction of hypoglycaemic risk. Most of the evidence for the impact of this strategy on hypoglycaemia risk is confined to adults with type 1 diabetes although, in this review, we also cite studies that have specifically addressed this in type 2 diabetes. There are relatively few adequately powered RCTs that have rigorously evaluated the effectiveness of structured education and training programmes on hypoglycaemia; however, the available data suggest a subsequent reduction in severe hypoglycaemia rates of around 50%, a rate reduction that is comparable with that observed following technological interventions. Furthermore, longitudinal observational cohorts support these data, showing similar reductions in rates of hypoglycaemia following structured education. Those who continue to experience recurrent hypoglycaemia and impaired awareness of hypoglycaemia despite education and training in diabetes self-management may benefit from technological interventions and/or interventions that specifically address psychological factors that contribute to hypoglycaemia risk; however, there is urgent need for further research in this area. In the meantime, structured education for effective self-management of diabetes should be part of routine therapy for all those with type 1 diabetes.
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Affiliation(s)
- Ahmed Iqbal
- Department of Oncology and Metabolism, Room EU38, E Floor, School of Medicine and Biomedical Sciences, University of Sheffield, Beech Hill Road, Sheffield, S10 2RX, UK
| | - Simon R Heller
- Department of Oncology and Metabolism, Room EU38, E Floor, School of Medicine and Biomedical Sciences, University of Sheffield, Beech Hill Road, Sheffield, S10 2RX, UK.
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Iqbal A, Novodvorsky P, Heller SR. Recent Updates on Type 1 Diabetes Mellitus Management for Clinicians. Diabetes Metab J 2018; 42:3-18. [PMID: 29504302 PMCID: PMC5842299 DOI: 10.4093/dmj.2018.42.1.3] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Accepted: 01/31/2018] [Indexed: 01/11/2023] Open
Abstract
Type 1 diabetes mellitus (T1DM) is a chronic autoimmune condition that requires life-long administration of insulin. Optimal management of T1DM entails a good knowledge and understanding of this condition both by the physician and the patient. Recent introduction of novel insulin preparations, technological advances in insulin delivery and glucose monitoring, such as continuous subcutaneous insulin infusion (CSII) and continuous glucose monitoring and improved understanding of the detrimental effects of hypoglycaemia and hyperglycaemia offer new opportunities and perspectives in T1DM management. Evidence from clinical trials suggests an important role of structured patient education. Our efforts should be aimed at improved metabolic control with concomitant reduction of hypoglycaemia. Despite recent advances, these goals are not easy to achieve and can put significant pressure on people with T1DM. The approach of physicians should therefore be maximally supportive. In this review, we provide an overview of the recent advances in T1DM management focusing on novel insulin preparations, ways of insulin administration and glucose monitoring and the role of metformin or sodium-glucose co-transporter 2 inhibitors in T1DM management. We then discuss our current understanding of the effects of hypoglycaemia on human body and strategies aimed at mitigating the risks associated with hypoglycaemia.
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Affiliation(s)
- Ahmed Iqbal
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Peter Novodvorsky
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Simon R Heller
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK.
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Todd PJ, Edwards F, Spratling L, Patel NH, Amiel SA, Sturt J, Choudhary P. Evaluating the relationships of hypoglycaemia and HbA1c with screening-detected diabetes distress in type 1 diabetes. Endocrinol Diabetes Metab 2018; 1:e00003. [PMID: 30815540 PMCID: PMC6353214 DOI: 10.1002/edm2.3] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2017] [Revised: 10/11/2017] [Accepted: 10/16/2017] [Indexed: 01/22/2023] Open
Abstract
AIMS To explore the relationship between diabetes distress, glucose control and awareness of hypoglycaemia in adults with type 1 diabetes. METHODS We performed a cross-sectional study using data collected from 280 consecutive type 1 diabetes patients who used a routine clinic consultation tool that recorded HbA1c, hypoglycaemia awareness (measured using the Gold score) and diabetes distress (measured using the Diabetes Distress Scale 2 [DDS2]). We assessed correlations between DDS2 and HbA1c and DDS2 and Gold score and performed an ordinal regression analysis to identify factors contributing to distress. RESULTS Diabetes distress was significantly correlated with HbA1c (r = .319, P < .001) and Gold score (r = .258, P < .001) independently and with synergistic effect. Female gender was also associated with diabetes distress, while age, BMI, duration of diabetes, severity of complications and use of CSII pumps were not. Occurrence of severe hypoglycaemia (SH) episodes increased with Gold score in a linear manner throughout the scale. CONCLUSIONS This study has identified new evidence of a significant, independent relationship between diabetes distress measured by the DDS2 and reduced awareness of hypoglycaemia in people with type 1 diabetes. It also demonstrates that diabetes distress is significantly associated with HbA1c and female gender independently. The DDS2 identifies distress associated with both hypo- and hyperglycaemia and can be a useful creening tool. Additionally, the occurrence of SH increases with increasing Gold score.
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Affiliation(s)
- Peter J. Todd
- King's College LondonLondonUK
- University of EdinburghEdinburghScotland
| | - Faye Edwards
- Health Innovation NetworkSouth London Academic Health Science NetworkLondonUK
| | - Laura Spratling
- Health Innovation NetworkSouth London Academic Health Science NetworkLondonUK
- Guy's and St Thomas’ NHS Foundation trustLondonUK
| | - Natasha H. Patel
- Health Innovation NetworkSouth London Academic Health Science NetworkLondonUK
- Guy's and St Thomas’ NHS Foundation trustLondonUK
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Viñals C, Pané A, Quirós C, Giménez M, Conget I. Severe Hypoglycemia Before Landing in a Patient with Type 1 Diabetes Using Sensor-Augmented Pump Therapy. Diabetes Technol Ther 2017; 19:491-492. [PMID: 28594566 DOI: 10.1089/dia.2017.0104] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Clara Viñals
- Diabetes Unit, Department of Endocrinology and Nutrition, Hospital Clinic i Universitari , Barcelona, Spain
| | - Adriana Pané
- Diabetes Unit, Department of Endocrinology and Nutrition, Hospital Clinic i Universitari , Barcelona, Spain
| | - Carmen Quirós
- Diabetes Unit, Department of Endocrinology and Nutrition, Hospital Clinic i Universitari , Barcelona, Spain
| | - Marga Giménez
- Diabetes Unit, Department of Endocrinology and Nutrition, Hospital Clinic i Universitari , Barcelona, Spain
| | - Ignacio Conget
- Diabetes Unit, Department of Endocrinology and Nutrition, Hospital Clinic i Universitari , Barcelona, Spain
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42
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Rogers H. It's education, Jim, but not as we know it. PRACTICAL DIABETES 2016. [DOI: 10.1002/pdi.2039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Helen Rogers
- King's College Hospital NHS Foundation Trust; London UK
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Abstract
Intensive glycaemic control reduces the diabetic microvascular disease burden but iatrogenic hypoglycaemia is a major barrier preventing tight glycaemic control because of the limitations of subcutaneous insulin preparations and insulin secretagogues. Severe hypoglycaemia is uncommon early in the disease as robust physiological defences, particularly glucagon and adrenaline release, limit falls in blood glucose whilst associated autonomic symptoms drive patients to take action by ingesting oral carbohydrate. With increasing diabetes duration, glucagon release is progressively impaired and sympatho-adrenal responses are activated at lower glucose levels. Repeated hypoglycaemic episodes contribute to impaired defences, increasing the risk of severe hypoglycaemia in a vicious downward spiral. Managing hypoglycaemia requires a systematic clinical approach with structured insulin self-management training and support of experienced diabetes educators. Judicious use of technologies includes insulin analogues, insulin pump therapy, continuous glucose monitoring, and in a few cases islet cell transplantation. Some individuals require specialist psychological support.
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Affiliation(s)
- Ahmed Iqbal
- Department of Human Metabolism and Oncology, University of Sheffield, School of Medicine and Biomedical Sciences, Beech Hill Road, Sheffield, S10 2RX, UK.
| | - Simon Heller
- Department of Human Metabolism and Oncology, University of Sheffield, School of Medicine and Biomedical Sciences, Beech Hill Road, Sheffield, S10 2RX, UK.
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Affiliation(s)
- Katharine D Barnard
- 1 Faculty of Health & Social Science, Bournemouth University , Bournemouth, United Kingdom
| | - Jill Weissberg-Benchell
- 2 Department of Psychiatry, Northwestern University Feinberg School of Medicine , and Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
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45
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Yeoh E, Choudhary P, Nwokolo M, Ayis S, Amiel SA. Interventions That Restore Awareness of Hypoglycemia in Adults With Type 1 Diabetes: A Systematic Review and Meta-analysis. Diabetes Care 2015. [PMID: 26207053 DOI: 10.2337/dc15-0102] [Citation(s) in RCA: 95] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Impaired awareness of hypoglycemia (IAH) increases the risk of severe hypoglycemia (SH) sixfold and affects 30% of adults with type 1 diabetes (T1D). This systematic review and meta-analysis looks at the educational, technological, and pharmacological interventions aimed at restoring hypoglycemia awareness (HA) in adults with T1D. RESEARCH DESIGN AND METHODS We searched The Cochrane Library, MEDLINE, Embase, Science Citation Index Expanded, Social Sciences Citation Index, PsycINFO, and CINAHL from inception until 1 October 2014. Included studies described HA status at baseline. Outcome measures were SH rates, change in HA, counterregulatory hormone responses, and glycemic control. RESULTS Forty-three studies (18 randomized controlled trials, 25 before-and-after studies) met the inclusion criteria, comprising 27 educational, 11 technological, and 5 pharmacological interventions. Educational interventions included structured diabetes education on flexible insulin therapy, including psychotherapeutic and behavioral techniques. These were able to reduce SH and improve glycemic control, with greater benefit from the latter two techniques in improving IAH. Technological interventions (insulin pump therapy, continuous glucose monitoring, and sensor-augmented pump) reduced SH, improved glycemic control, and restored awareness when used in combination with structured education and frequent contact. Pharmacological studies included four insulin studies and one noninsulin study, but with low background SH prevalence rates. CONCLUSIONS This review provides evidence for the effectiveness of a stepped-care approach in the management of patients with IAH, initially with structured diabetes education in flexible insulin therapy, which may incorporate psychotherapeutic and behavioral therapies, progressing to diabetes technology, incorporating sensors and insulin pumps, in those with persisting need.
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Affiliation(s)
- Ester Yeoh
- Diabetes Department, King's College Hospital, London, U.K.
| | | | | | - Salma Ayis
- Division of Health and Social Care Research, Department of Primary Care and Public Health Sciences, King's College, London, U.K
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Shuttlewood E, De Zoysa N, Rankin D, Amiel S. A qualitative evaluation of DAFNE-HART: A psychoeducational programme to restore hypoglycaemia awareness. Diabetes Res Clin Pract 2015; 109:347-54. [PMID: 26028571 DOI: 10.1016/j.diabres.2015.05.034] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2014] [Revised: 04/13/2015] [Accepted: 05/02/2015] [Indexed: 11/21/2022]
Abstract
AIMS Impaired awareness of hypoglycaemia (IAH) in people with type 1 diabetes is a dangerous condition that is associated with a six-fold greater risk of severe hypoglycaemia than for people with awareness. A new psychoeducational programme, DAFNE-HART, has been specifically designed to address persistent IAH. The initial pilot showed promising outcomes including fewer hypoglycaemic episodes and improved hypoglycaemia awareness. This aim of this paper is to report the development and qualitative evaluation of DAFNE-HART from participant interviews. METHODS DAFNE-HART incorporates diabetes education with two psychological approaches that have demonstrated efficacy in long-term health conditions: motivational interviewing and cognitive behaviour therapy. The course, delivered across two UK locations included both group and individual support over a 6-week period facilitated by DAFNE educators, trained and supervised by a clinical psychologist. Semi-structured interviews were conducted with 19 participants immediately after their courses and the interviews were analysed using grounded theory. RESULTS Five main themes emerged which describe the behavioural changes people made to their diabetes management, the development of new attitudes and beliefs, their experiences of regaining hypoglycaemia cues, reactions to the course format and the significance of the relationship with their care provider. Participants provide insights into how the course changed their view of IAH and led to practical changes in minimising hypoglycaemia. CONCLUSIONS Integration of psychological techniques into diabetes education can address the cognitive and motivational barriers to restoring awareness and optimal diabetes management. It is suggested that further research is needed to evaluate this programme in a larger sample, over a longer time frame.
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Affiliation(s)
- Emma Shuttlewood
- Diabetes and Nutritional Sciences Division, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London SE1 9NH, UK.
| | - Nicole De Zoysa
- Department of Psychological Medicine, King's College Hospital, Denmark Hill, London SE5 9RS, UK.
| | - David Rankin
- Centre for Population Health Sciences, The University of Edinburgh, Medical School, Teviot Place, Edinburgh EH8 9AG, UK.
| | - Stephanie Amiel
- Diabetes and Nutritional Sciences Division, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London SE1 9NH, UK.
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Choudhary P, Rickels MR, Senior PA, Vantyghem MC, Maffi P, Kay TW, Keymeulen B, Inagaki N, Saudek F, Lehmann R, Hering BJ. Evidence-informed clinical practice recommendations for treatment of type 1 diabetes complicated by problematic hypoglycemia. Diabetes Care 2015; 38:1016-29. [PMID: 25998294 PMCID: PMC4439532 DOI: 10.2337/dc15-0090] [Citation(s) in RCA: 140] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Problematic hypoglycemia, defined as two or more episodes per year of severe hypoglycemia or as one episode associated with impaired awareness of hypoglycemia, extreme glycemic lability, or major fear and maladaptive behavior, is a challenge, especially for patients with long-standing type 1 diabetes. Individualized therapy for such patients should include a composite target: optimal glucose control without problematic hypoglycemia. Therefore, we propose a tiered, four-stage algorithm based on evidence of efficacy given the limitations of educational, technological, and transplant interventions. All patients with problematic hypoglycemia should undergo structured or hypoglycemia-specific education programs (stage 1). Glycemic and hypoglycemia treatment targets should be individualized and reassessed every 3-6 months. If targets are not met, one diabetes technology-continuous subcutaneous insulin infusion or continuous glucose monitoring-should be added (stage 2). For patients with continued problematic hypoglycemia despite education (stage 1) and one diabetes technology (stage 2), sensor-augmented insulin pumps preferably with an automated low-glucose suspend feature and/or very frequent contact with a specialized hypoglycemia service can reduce hypoglycemia (stage 3). For patients whose problematic hypoglycemia persists, islet or pancreas transplant should be considered (stage 4). This algorithm provides an evidence-informed approach to resolving problematic hypoglycemia; it should be used as a guide, with individual patient circumstances directing suitability and acceptability to ensure the prudent use of technology and scarce transplant resources. Standardized reporting of hypoglycemia outcomes and inclusion of patients with problematic hypoglycemia in studies of new interventions may help to guide future therapeutic strategies.
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Affiliation(s)
| | - Michael R Rickels
- Department of Medicine, Division of Endocrinology, Diabetes, and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Peter A Senior
- Department of Medicine, Division of Endocrinology, University of Alberta, Edmonton, Canada
| | - Marie-Christine Vantyghem
- Endocrinology and Metabolism Department, INSERM U1190, European Genomics Institute for Diabetes, Lille University Hospital, Lille Cedex, France
| | - Paola Maffi
- Diabetes Research Institute, Scientific Institute Ospedale San Raffaele, Milan, Italy
| | - Thomas W Kay
- Immunology and Diabetes Unit, St. Vincent's Institute, University of Melbourne, Melbourne, Australia
| | - Bart Keymeulen
- Diabetes Clinic and Research Center, Vrije Universiteit Brussel, Brussels, Belgium
| | - Nobuya Inagaki
- Department of Diabetes and Clinical Nutrition, Kyoto University, Kyoto, Japan
| | - Frantisek Saudek
- Diabetes Center, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Roger Lehmann
- Department of Endocrinology and Diabetology, University of Zurich, Zurich, Switzerland
| | - Bernhard J Hering
- Schulze Diabetes Institute and Department of Surgery, University of Minnesota, Minneapolis, MN
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Anderbro T, Gonder-Frederick L, Bolinder J, Lins PE, Wredling R, Moberg E, Lisspers J, Johansson UB. Fear of hypoglycemia: relationship to hypoglycemic risk and psychological factors. Acta Diabetol 2015; 52:581-9. [PMID: 25528005 DOI: 10.1007/s00592-014-0694-8] [Citation(s) in RCA: 81] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2014] [Accepted: 12/04/2014] [Indexed: 10/24/2022]
Abstract
OBJECTIVE The major aims of this study were to examine (1) the association between fear of hypoglycemia (FOH) in adults with type 1 diabetes with demographic, psychological (anxiety and depression), and disease-specific clinical factors (hypoglycemia history and unawareness, A1c), including severe hypoglycemia (SH), and (2) differences in patient subgroups categorized by level of FOH and risk of SH. RESEARCH DESIGN AND METHODS Questionnaires were mailed to 764 patients with type 1 diabetes including the Swedish translation of the Hypoglycemia Fear Survey (HFS) and other psychological measures including the Perceived Stress Scale, Hospital Anxiety and Depression Scale, Anxiety Sensitivity Index, Social Phobia Scale, and Fear of Complications Scale. A questionnaire to assess hypoglycemia history was also included and A1c measures were obtained from medical records. Statistical analyses included univariate approaches, multiple stepwise linear regressions, Chi-square t tests, and ANOVAs. RESULTS Regressions showed that several clinical factors (SH history, frequency of nocturnal hypoglycemia, self-monitoring) were significantly associated with FOH but R (2) increased from 16.25 to 39.2 % when anxiety measures were added to the model. When patients were categorized by level of FOH (low, high) and SH risk (low, high), subgroups showed significant differences in non-diabetes-related anxiety, hypoglycemia history, self-monitoring, and glycemic control. CONCLUSION There is a strong link between FOH and non-diabetes-related anxiety, as well as hypoglycemia history. Comparison of patient subgroups categorized according to level of FOH and SH risk demonstrated the complexity of FOH and identified important differences in psychological and clinical variables, which have implications for clinical interventions.
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Affiliation(s)
- Therese Anderbro
- Department of Psychology, Stockholm University, 106 91, Stockholm, Sweden,
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49
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Heller S, Lawton J, Amiel S, Cooke D, Mansell P, Brennan A, Elliott J, Boote J, Emery C, Baird W, Basarir H, Beveridge S, Bond R, Campbell M, Chater T, Choudhary P, Clark M, de Zoysa N, Dixon S, Gianfrancesco C, Hopkins D, Jacques R, Kruger J, Moore S, Oliver L, Peasgood T, Rankin D, Roberts S, Rogers H, Taylor C, Thokala P, Thompson G, Ward C. Improving management of type 1 diabetes in the UK: the Dose Adjustment For Normal Eating (DAFNE) programme as a research test-bed. A mixed-method analysis of the barriers to and facilitators of successful diabetes self-management, a health economic analysis, a cluster randomised controlled trial of different models of delivery of an educational intervention and the potential of insulin pumps and additional educator input to improve outcomes. PROGRAMME GRANTS FOR APPLIED RESEARCH 2014. [DOI: 10.3310/pgfar02050] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BackgroundMany adults with type 1 diabetes cannot self-manage their diabetes effectively and die prematurely with diabetic complications as a result of poor glucose control. Following the positive results obtained from a randomised controlled trial (RCT) by the Dose Adjustment For Normal Eating (DAFNE) group, published in 2002, structured training is recommended for all adults with type 1 diabetes in the UK.AimWith evidence that blood glucose control is not always improved or sustained, we sought to determine factors explaining why some patients benefit from training more than other patients, identifying barriers to successful self-management, while developing other models to make skills training more accessible and effective.FindingsWe confirmed that glycaemic outcomes are not always improved or sustained when the DAFNE programme is delivered routinely, although improvements in psychosocial outcomes are maintained. DAFNE courses and follow-up support is needed to help participants instil and habituate key self-management practices such as regular diary/record keeping. DAFNE graduates need structured professional support following training. This is currently either unavailable or provided ad hoc without a supporting evidence base. Demographic and psychosocial characteristics had minimal explanatory power in predicting glycaemic control but good explanatory power in predicting diabetes-specific quality of life over the following year. We developed a DAFNE course delivered for 1 day per week over 5 weeks. There were no major differences in outcomes between this and a standard 1-week DAFNE course; in both arms of a RCT, glycaemic control improved by less than in the original DAFNE trial. We piloted a course delivering both the DAFNE programme and pump training. The pilot demonstrated the feasibility of a full multicentre RCT and resulted in us obtaining subsequent Health Technology Assessment programme funding. In collaboration with the National Institute for Health Research (NIHR) Diabetes Research Programme at King’s College Hospital (RG-PG-0606-1142), London, an intervention for patients with hypoglycaemic problems, DAFNE HART (Dose Adjustment for Normal Eating Hypoglycaemia Awareness Restoration Training), improved impaired hypoglycaemia awareness and is worthy of a formal trial. The health economic work developed a new type 1 diabetes model and confirmed that the DAFNE programme is cost-effective compared with no structured education; indeed, it is cost-saving in the majority of our analyses despite limited glycated haemoglobin benefit. Users made important contributions but this could have been maximised by involving them with grant writing, delaying training until the group was established and funding users’ time off work to maximise attendance. Collecting routine clinical data to conduct continuing evaluated roll-out is possible but to do this effectively requires additional administrator support and/or routine electronic data capture.ConclusionsWe propose that, in future work, we should modify the current DAFNE curricula to incorporate emerging understanding of behaviour change principles to instil and habituate key self-management behaviours that include key DAFNE competencies. An assessment of numeracy, critical for insulin dose adjustment, may help to determine whether or not additional input/support is required both before and after training. Models of structured support involving professionals should be developed and evaluated, incorporating technological interventions to help overcome the barriers identified above and enable participants to build effective self-management behaviours into their everyday lives.Trial registrationClinicalTrials.gov NCT01069393.FundingThe NIHR Programme Grants for Applied Research programme.
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Affiliation(s)
- Simon Heller
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Julia Lawton
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, UK
| | | | - Debbie Cooke
- Division of Psychology, University College London, London, UK
| | - Peter Mansell
- Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Alan Brennan
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Jackie Elliott
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Jonathan Boote
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
- Centre for Research into Primary and Community Care, University of Hertfordshire, Hatfield, UK
| | - Celia Emery
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Wendy Baird
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Hasan Basarir
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Susan Beveridge
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Rod Bond
- School of Psychology, University of Sussex, Brighton, UK
| | - Mike Campbell
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Timothy Chater
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | | | - Marie Clark
- Division of Psychology, University College London, London, UK
| | | | - Simon Dixon
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | | | | | - Richard Jacques
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Jen Kruger
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Susan Moore
- Northumbria Healthcare NHS Foundation Trust, North Shields, UK
| | - Lindsay Oliver
- Northumbria Healthcare NHS Foundation Trust, North Shields, UK
| | - Tessa Peasgood
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - David Rankin
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, UK
| | - Sue Roberts
- Northumbria Healthcare NHS Foundation Trust, North Shields, UK
| | | | - Carolin Taylor
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Praveen Thokala
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Gill Thompson
- Northumbria Healthcare NHS Foundation Trust, North Shields, UK
| | - Candice Ward
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
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50
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Ozcan S, Amiel SA, Rogers H, Choudhary P, Cox A, de Zoysa N, Hopkins D, Forbes A. Poorer glycaemic control in type 1 diabetes is associated with reduced self-management and poorer perceived health: a cross-sectional study. Diabetes Res Clin Pract 2014; 106:35-41. [PMID: 25128266 DOI: 10.1016/j.diabres.2014.07.023] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2013] [Revised: 04/29/2014] [Accepted: 07/20/2014] [Indexed: 01/22/2023]
Abstract
AIMS Many people with type 1 diabetes do not achieve optimal treatment targets despite high patient and professional input. To investigate the reasons underlying suboptimal control we have studied clinical characteristics and self-management behaviours in adults with type 1 diabetes attending a large treatment centre. METHODS A questionnaire-based enquiry into self-care behaviours of 380 patients with type 1 diabetes (mean age: 48 (±15) years and mean duration of diabetes: 26 (±15) years), linked with validated measures of impact of treatment on perceived health and hypoglycaemia recognition (Insulin Treatment Satisfaction Questionnaire; and EuroQoL EQ-5D, Gold score) and retrospective case note review of biomedical parameters. The data were analysed using chi-square test, ANOVA, ANCOVA and post-hoc procedures (Tukey's-b) in SPSS-version 18. The minimum significance level was accepted as 0.05. RESULTS Sixty three percent of participants used multiple daily injections; 36% continuous subcutaneous insulin infusion. Mean HbA1c was 7.7% (±1.2) [61±-10mmol/mol]; 30% had impaired hypoglycaemia awareness (IHA). Factors significantly related to poor glycaemic control with IHA were longer duration of diabetes (p=0.01); less frequent glucose self-monitoring (p=0.05); and low level of patient-set glucose targets (p<0.001). Patients with IHA and poorer control had significantly lower insulin treatment satisfaction (p<0.001); and perceived health (p<0.001). CONCLUSIONS Suboptimal biomedical outcomes in adults with type 1 diabetes attending a specialist intensified insulin therapy clinic are associated with longer duration of diabetes, fewer self-management behaviours and a trend towards poorer perceived health. These data suggest a need for greater emphasis on integration of psychological and self-management support with intensive medical management of type 1 diabetes.
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Affiliation(s)
- Seyda Ozcan
- King's College London Florence Nightingale School of Nursing and Midwifery and King's College Hospital Koç University, School of Nursing, Istanbul, Turkey.
| | - Stephanie A Amiel
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, United Kingdom
| | - Helen Rogers
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, United Kingdom
| | - Pratik Choudhary
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, United Kingdom
| | - Alison Cox
- Department of Diabetes, King's College Hospital NHS Foundation Trust, London, United Kingdom
| | - Nicole de Zoysa
- Diabetes and Cardiac Rehabilitation, King's College Hospital NHS Foundation Trust, London, United Kingdom
| | - David Hopkins
- Division of Ambulatory Care & Local Networks, King's College Hospital NHS Foundation Trust, London, United Kingdom
| | - Angus Forbes
- Department of Primary and Intermediate Care, Florence Nightingale School of Nursing and Midwifery, King's College London, London, United Kingdom
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