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Lin YK, Ye W, Hepworth E, Agni A, Matus AM, Flatt AJ, Shaw JAM, Rickels MR, Amiel SA, Speight J. Characterising impaired awareness of hypoglycaemia and associated risks through HypoA-Q: findings from a T1D Exchange cohort. Diabetologia 2025; 68:433-443. [PMID: 39477881 PMCID: PMC11837905 DOI: 10.1007/s00125-024-06310-5] [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: 06/15/2024] [Accepted: 09/17/2024] [Indexed: 01/15/2025]
Abstract
AIMS/HYPOTHESIS We aimed to: (1) externally validate the five-item Hypoglycaemia Awareness Questionnaire (HypoA-Q) impaired awareness subscale (HypoA-Q IA); (2) examine how impaired awareness of hypoglycaemia (IAH) relates to the risk of severe hypoglycaemia and level 2 hypoglycaemia; and (3) identify factors associated with IAH. METHODS Nationwide survey of T1D Exchange registrants was conducted to collect data on demographics, 6 month severe-hypoglycaemia history, hypoglycaemia awareness status (via HypoA-Q IA, the Gold instrument and the Clarke instrument) and continuous glucose monitor (CGM) measures. The Clarke hypoglycaemia awareness factor (Clarke-HAF) was calculated to exclude severe-hypoglycaemia history items. Analyses included Cronbach's α, Spearman correlations and logistic regression. RESULTS Valid survey responses were collected from N=1580 adults with type 1 diabetes (median age, 44 years; 52% female participants; median HbA1c, 48 mmol/mol [6.5%]). Of these, 94% of participants were using CGMs and 69% were using hybrid closed-loop (HCL) systems; 30% had at least one severe-hypoglycaemia episode in the past 6 months. The HypoA-Q IA had satisfactory internal reliability (α=0.79) and construct validity. Higher HypoA-Q IA scores were independently associated with greater risk of severe hypoglycaemia (p<0.001), performing comparably to the Gold instrument and the Clarke-HAF instrument. HypoA-Q IA-determined IAH was independently associated with 88% higher odds of developing severe hypoglycaemia (p<0.001) and twofold higher odds for spending ≥1% of time in level 2 hypoglycaemia (p=0.011). Higher age and longer diabetes duration were associated with higher IAH risk (p<0.001). CGM and HCL use was associated with lower IAH risk (p<0.001). CONCLUSIONS/INTERPRETATION The HypoA-Q IA is a brief, valid and reliable tool for assessing IAH in today's technology-oriented era. IAH was independently associated with severe hypoglycaemia and level 2 hypoglycaemia in a cohort with high prevalence of advanced diabetes technology use and HbA1c within the recommended range. CGM and HCL use was related to lower IAH risk.
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Affiliation(s)
- Yu Kuei Lin
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA.
| | - Wen Ye
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Emily Hepworth
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Annika Agni
- Department of Family Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Austin M Matus
- Department of Medicine, Division of Endocrinology, Diabetes & Metabolism, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Institute for Diabetes, Obesity & Metabolism, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Anneliese J Flatt
- Department of Medicine, Division of Endocrinology, Diabetes & Metabolism, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Institute for Diabetes, Obesity & Metabolism, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - James A M Shaw
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Michael R Rickels
- Department of Medicine, Division of Endocrinology, Diabetes & Metabolism, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Institute for Diabetes, Obesity & Metabolism, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Stephanie A Amiel
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, King's College London, London, UK
| | - Jane Speight
- School of Psychology, Faculty of Health, Deakin University, Geelong, VIC, Australia
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Matus AM, Riegel B, Rickels MR. Interoceptive Awareness Is Associated With Impaired Awareness of Hypoglycemia in Adults With Type 1 Diabetes. Diabetes Care 2025; 48:101-105. [PMID: 39546638 PMCID: PMC11835601 DOI: 10.2337/dc24-1720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 10/16/2024] [Indexed: 11/17/2024]
Abstract
OBJECTIVE To assess the association between impaired awareness of hypoglycemia (IAH) and interoceptive awareness in type 1 diabetes. RESEARCH DESIGN AND METHODS A total of 154 adults with type 1 diabetes completed IAH surveys and the Multidimensional Assessment of Interoceptive Awareness, Version 2 (MAIA-2). Logistic regression was performed for assessment of associations between IAH and MAIA-2, accounting for covariates. RESULTS Significant relationships were observed between IAH and two MAIA-2 scales. Each 1-point increase on the Not-Worrying subscale was associated with 87% increased odds of IAH (odds ratio 1.87, CI 1.01-3.46) and on the Attention Regulation subscale was associated with 72% decreased odds of IAH (0.28, 0.12-0.66). Compared with scoring >90th percentile for Attention Regulation, scoring <10th percentile and scoring in the 10th-90th percentiles were associated with 71-fold (71.26, 3.42-1482.10) and 12-fold (12.73, 1.19-135.57) increased odds of IAH, respectively. CONCLUSIONS Less worry about and reduced ability to sustain and control attention to body sensations were associated with significantly increased odds of IAH.
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Affiliation(s)
- Austin M. Matus
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
- Institute for Diabetes, Obesity and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Barbara Riegel
- University of Pennsylvania School of Nursing, Philadelphia, PA
- Center for Home Care Policy & Research, VNS Health, New York, NY
| | - Michael R. Rickels
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
- Institute for Diabetes, Obesity and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
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do Rosário FS, Soares M, Mesquita F, Raposo JF. Naming hypoglycemia: a narrative tool for young people with type 1 diabetes and their families. Diabetol Int 2024; 15:550-561. [PMID: 39101166 PMCID: PMC11291804 DOI: 10.1007/s13340-024-00731-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 05/05/2024] [Indexed: 08/06/2024]
Abstract
Objective Hypoglycemia constitutes a communication barrier between youth with type 1 diabetes, their family members and health professionals. A narrative tool may contribute to a more effective communication. Methods Semi-structured interviews with six open-ended questions using narrative techniques collect and analyze (thematic and comparative analysis) different ways of "naming" the lived experience of hypoglycemia. Results 103 participants, 40 with type 1 Diabetes aged 10-18 years (17 female), 63 relatives (40 female). Group 1 (G1), 10-14 years old (n = 21), Group 2 (G2), 15-18 years old (n = 19), Group 3 (G3) relatives, 30-59 years old. G3 was divided, G3.1: female (n = 42) and G3.2: male (n = 21).G1 and G2 presents greater attention to symptoms. G1 refers a greater need for help, G2 emphasizes autonomy. G2 and G3 describes better the medical protocol. G1 and G2 refer more topics such as "discomfort", "frustration", "obligation", "difficulty in verbalizing", G3 refers to "gilt", "fear" and "responsibility". G3.1 refer more "symptoms", "responsibility", "fault", "incapacity". Conclusions A narrative tool enhances the singularity of a common experience, proving itself useful to adolescents, relatives, and healthcare professionals. Practice implications In addition to gathering information that is usually acquired empirically, a narrative tool exposes knowledge gaps and may allow implementing intervention strategies.
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Affiliation(s)
- Francisco Sobral do Rosário
- Diabetology Department, APDP-Diabetes Portugal, Rua Rodrigo da Fonseca, 1, 1250-189 Lisbon, Portugal
- Narrative & Medicine Research Group at CEAUL-ULICES (Lisbon University Center for English Studies), Lisbon, Portugal
| | - Marta Soares
- Narrative & Medicine Research Group at CEAUL-ULICES (Lisbon University Center for English Studies), Lisbon, Portugal
- Instituto Superior de Ciências Sociais E Políticas, Lisbon University, Lisbon, Portugal
| | - Filipe Mesquita
- Narrative & Medicine Research Group at CEAUL-ULICES (Lisbon University Center for English Studies), Lisbon, Portugal
| | - João Filipe Raposo
- Diabetology Department, APDP-Diabetes Portugal, Rua Rodrigo da Fonseca, 1, 1250-189 Lisbon, Portugal
- Nova Medical School, New University of Lisbon, Lisbon, Portugal
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Søholm U, Holmes-Truscott E, Broadley M, Amiel SA, Hendrieckx C, Choudhary P, Pouwer F, Shaw JAM, Speight J. Hypoglycaemia symptom frequency, severity, burden, and utility among adults with type 1 diabetes and impaired awareness of hypoglycaemia: Baseline and 24-week findings from the HypoCOMPaSS study. Diabet Med 2024; 41:e15231. [PMID: 37746767 DOI: 10.1111/dme.15231] [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: 06/27/2023] [Revised: 09/19/2023] [Accepted: 09/20/2023] [Indexed: 09/26/2023]
Abstract
AIMS To determine the frequency, severity, burden, and utility of hypoglycaemia symptoms among adults with type 1 diabetes (T1D) and impaired awareness of hypoglycaemia (IAH) at baseline and week 24 following the HypoCOMPaSS awareness restoration intervention. METHODS Adults (N = 96) with T1D (duration: 29 ± 12 years; 64% women) and IAH completed the Hypoglycaemia Burden Questionnaire (HypoB-Q), assessing experience of 20 pre-specified hypoglycaemia symptoms, at baseline and week 24. RESULTS At baseline, 93 (97%) participants experienced at least one symptom (mean ± SD 10.6 ± 4.6 symptoms). The proportion recognising each specific symptom ranged from 15% to 83%. At 24 weeks, symptom severity and burden appear reduced, and utility increased. CONCLUSIONS Adults with T1D and IAH experience a range of hypoglycaemia symptoms. Perceptions of symptom burden or utility are malleable. Although larger scale studies are needed to confirm, these findings suggest that changing the salience of the symptomatic response may be more important in recovering protection from hypoglycaemia through regained awareness than intensifying symptom frequency or severity.
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Affiliation(s)
- Uffe Søholm
- Medical & Science, Patient Focused Drug Development, Novo Nordisk A/S, Søborg, Denmark
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Department of Diabetes, School of Cardiovascular Medicine and Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Elizabeth Holmes-Truscott
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
- School of Psychology, Institute for Health Transformations, Deakin University, Geelong, Victoria, Australia
- Institute for Health Transformation, Deakin University, Geelong, Victoria, Australia
| | - Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Stephanie A Amiel
- Department of Diabetes, School of Cardiovascular Medicine and Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Christel Hendrieckx
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
- School of Psychology, Institute for Health Transformations, Deakin University, Geelong, Victoria, Australia
- Institute for Health Transformation, Deakin University, Geelong, Victoria, Australia
| | - Pratik Choudhary
- Department of Diabetes, School of Cardiovascular Medicine and Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Steno Diabetes Center Odense (SDCO), Odense, Denmark
- Department of Medical Psychology, Amsterdam UMC, Amsterdam, The Netherlands
| | - James A M Shaw
- Translational and Clinical Research Institute, The Medical School, Newcastle University, Newcastle upon Tyne, UK
| | - Jane Speight
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
- School of Psychology, Institute for Health Transformations, Deakin University, Geelong, Victoria, Australia
- Institute for Health Transformation, Deakin University, Geelong, Victoria, Australia
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Matus A, Flatt AJ, Peleckis AJ, Dalton-Bakes C, Riegel B, Rickels MR. Validating and Establishing a Diagnostic Threshold for the Hypoglycemia Awareness Questionnaire Impaired Awareness Subscale. Endocr Pract 2023; 29:762-769. [PMID: 37611750 PMCID: PMC10592063 DOI: 10.1016/j.eprac.2023.08.004] [Citation(s) in RCA: 1] [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: 05/21/2023] [Revised: 08/10/2023] [Accepted: 08/11/2023] [Indexed: 08/25/2023]
Abstract
OBJECTIVE To evaluate the discriminant and convergent validities of the Hypoglycemia Awareness Questionnaire Impaired Awareness (HypoA-Q IA) subscale and establish a diagnostic threshold for the classification of impaired awareness of hypoglycemia (IAH) in adults with type 1 diabetes (T1D). METHODS Twenty-one adults with T1D (male, 48%; median age, 36 years; and T1D duration, 21 years) completed the HypoA-Q IA subscale, Clarke, and hypoglycemia severity (HYPO) scores, continuous glucose monitoring, and hyperinsulinemic hypoglycemic clamp testing. Those with IAH defined by a Clarke score of ≥4 (n = 10) and who experienced severely problematic hypoglycemia and/or marked glycemic lability started automated insulin delivery as part of an 18-month intervention study with the 6-monthly paired assessment of the HypoA-Q IA subscale, Clarke score, HYPO score and continuous glucose monitoring, and hypoglycemic clamp testing at baseline and 6 and 18 months. RESULTS The HypoA-Q IA subscale discriminated between those with and without IAH defined by the Clarke score (W = 110.5; P <.001). During intervention, the HypoA-Q IA subscale demonstrated convergent validity via significant relationships with the Clarke (r = 0.72; P <.001) and HYPO (r = 0.60; P <.001) scores; hypoglycemia exposure below 70 (r = 0.53; P <.01), 60 (r = 0.50; P <.01), and 54 (r = 0.48; P <.01) mg/dL; and autonomic symptom (r = -0.53; P <.05), epinephrine (r = -0.68; P <.001), and pancreatic polypeptide (r = -0.52; P <.05) responses to insulin-induced hypoglycemia. The receiver operating characteristic curve analysis revealed that the HypoA-Q IA subscale was an excellent predictor of an abnormal symptom response to insulin-induced hypoglycemia (area under the curve, 0.86) with a score of 12, which was the optimal threshold for IAH classification (sensitivity, 83%; specificity, 80%). CONCLUSION These findings support the validity of the HypoA-Q IA subscale and propose a HypoA-Q IA diagnostic threshold to identify IAH in both clinical and research settings.
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Affiliation(s)
- Austin Matus
- Department of Biobehavioral Health Sciences, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania
| | - Anneliese J Flatt
- Institute for Diabetes, Obesity and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Amy J Peleckis
- Institute for Diabetes, Obesity and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Cornelia Dalton-Bakes
- Institute for Diabetes, Obesity and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Barbara Riegel
- Department of Biobehavioral Health Sciences, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania; Center for Home Care Policy & Research at VNS Health, New York, New York
| | - Michael R Rickels
- Institute for Diabetes, Obesity and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania; Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania.
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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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Amiel S. Commentary to accompany Flatt et al., Automated insulin delivery for hypoglycemia avoidance and glucose counterregulation in longstanding type 1 diabetes with hypoglycemia unawareness. Diabetes Technol Ther 2023; 25:299-301. [PMID: 37017473 DOI: 10.1089/dia.2023.0138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/06/2023]
Affiliation(s)
- Stephanie Amiel
- King's College London, 4616, Diabetes, Weston Education Centre, 10, Cutcombe Road, London, United Kingdom of Great Britain and Northern Ireland, SE5 9RJ
- King's College London Faculty of Life Sciences and Medicine, 405987, London, United Kingdom of Great Britain and Northern Ireland, SE1 1UL;
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