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De Meulemeester J, Keymeulen B, De Block C, Van Huffel L, Taes Y, Ballaux D, Spincemaille K, Lapauw B, Vanhaverbeke G, Lowyck I, Vercammen C, Colin IM, Preumont V, Charleer S, Fieuws S, Mathieu C, Gillard P. One-year real-world benefits of Tandem Control-IQ technology on glucose management and person-reported outcomes in adults with type 1 diabetes: a prospective observational cohort study. Diabetologia 2025; 68:948-960. [PMID: 39934368 DOI: 10.1007/s00125-025-06366-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Accepted: 12/19/2024] [Indexed: 02/13/2025]
Abstract
AIMS/HYPOTHESIS This multicentre prospective observational cohort study aimed to evaluate real-world changes in glycaemic and person-reported outcomes after 1 year's use of Control-IQ technology in adults with type 1 diabetes. METHODS Adults who started with Control-IQ between December 2021 and December 2022 were consecutively recruited in 13 Belgian diabetes centres. Data were collected at start and after 4, 8 and 12 months. The primary endpoint was the evolution of time in range (TIR; glucose levels of 3.9-10.0 mmol/l). Data are reported as mean ± SD or least-squares mean (95% CI). RESULTS A total of 473 adults were included, with a mean age of 38.5 ± 13.1 years and of whom 57.3% were female. TIR increased from 58.8% (95% CI 56.7, 60.9) at start to 70.9% (69.1, 72.8) at 12 months (p<0.001). HbA1c decreased from 57.3 mmol/mol (56.1, 58.5) (7.4% [7.3, 7.5]) to 49.5 mmol/mol (48.5, 50.6) (6.7% [6.6, 6.8]) and time <3.9 mmol/l from 4.2% (3.9, 4.6) to 1.9% (1.8, 2.1) (all p<0.001). Participants scored better on the Hypoglycaemia Fear Survey version 2 worry (22.5 [21.3, 23.7] vs 18.1 points [17.0, 19.3]), the Problem Areas in Diabetes - Short Form (7.2 [6.7, 7.8] vs 6.1 points [5.5, 6.7]), and the Diabetes Treatment Satisfaction Questionnaire status (25.5 [24.8, 26.2] vs 31.0 points [30.4, 31.6]) (all p<0.001). The number of self-reported severe hypoglycaemia events (37.5 [21.3, 65.9] vs 15.7 [9.7, 25.3] events per 100 person-years, p=0.002) and work absenteeism days (116.3 [42.8, 315.5] vs 69.3 [25.4, 189.2] days per 100 person-years, p=0.034) decreased. CONCLUSIONS/INTERPRETATION One-year use of Control-IQ was associated with better glucose management, improved diabetes-related quality of life, more treatment satisfaction, less severe hypoglycaemia and less work absenteeism in adults with type 1 diabetes. TRIAL REGISTRATION ClinicalTrials.gov NCT04414280.
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Affiliation(s)
| | - Bart Keymeulen
- Department of Diabetology and Endocrinology, University Hospital Brussels - Vrije Universiteit Brussel, Jette, Belgium
| | - Christophe De Block
- Department of Endocrinology, Diabetology & Metabolism, University Hospital Antwerp - University of Antwerp, Edegem, Belgium
| | - Liesbeth Van Huffel
- Department of Endocrinology, Onze-Lieve-Vrouw Hospital Aalst, Aalst, Belgium
| | - Youri Taes
- Department of Endocrinology, AZ Sint-Jan Brugge, Brugge, Belgium
| | | | | | - Bruno Lapauw
- Department of Endocrinology, Ghent University Hospital, Ghent, Belgium
| | | | - Ine Lowyck
- Department of Endocrinology, Hospital Oost-Limburg, Genk, Belgium
| | - Chris Vercammen
- Department of Endocrinology, Imelda Hospital Bonheiden, Bonheiden, Belgium
| | - Ides M Colin
- Service d'Endocrino-Diabétologie, CHU HELORA sites Constantinople/Warquignies, Mons, Belgium
| | - Vanessa Preumont
- Department of Endocrinology, Cliniques Universitaires St Luc, Brussel, Belgium
| | - Sara Charleer
- Department of Endocrinology, University Hospitals Leuven - KU Leuven, Leuven, Belgium
| | - Steffen Fieuws
- Interuniversity Institute for Biostatistics and Statistical Bioinformatics, University of Leuven and University of Hasselt, Leuven, Belgium
| | - Chantal Mathieu
- Department of Endocrinology, University Hospitals Leuven - KU Leuven, Leuven, Belgium
| | - Pieter Gillard
- Department of Endocrinology, University Hospitals Leuven - KU Leuven, Leuven, Belgium.
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Sakane N, Kato K, Hata S, Nishimura E, Araki R, Kouyama K, Hatao M, Matoba Y, Matsushita Y, Domichi M, Suganuma A, Sakane S, Murata T, Wu FL. Associations between clustering of hypoglycemic symptoms, psychological traits, and problem-solving abilities in adults with type 1 diabetes: baseline data analysis of the PR-IAH study. Diabetol Int 2025; 16:294-302. [PMID: 40166438 PMCID: PMC11954777 DOI: 10.1007/s13340-024-00788-5] [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: 06/18/2024] [Accepted: 12/25/2024] [Indexed: 04/02/2025]
Abstract
Background Precision medicine in diabetes care requires a dedicated focus on hypoglycemic symptoms. This study explored the associations between clustering of hypoglycemic symptoms, psychological characteristics, and problem-solving capabilities in adults with type 1 diabetes (T1D). Methods A total of 251 adults with T1D participated in this survey. Hierarchical clustering was used to analyze 11 hypoglycemic symptoms (Edinburgh scale). The data included diabetic complications, fear of hypoglycemia, depressive symptoms, hypoglycemia problem-solving scale (HPSS), and treatment details. For predicting clusters and identifying feature importance, we utilized a machine learning approach. Results Three distinct clusters were observed; individuals not sensitive to autonomic or neuroglycopenic symptoms (cluster 1, n = 138), those sensitive to both autonomic and neuroglycopenic symptoms (cluster 2, n = 19), and those sensitive to autonomic but not neuroglycopenic symptoms (cluster 3, n = 94). Compared to cluster 1, individuals from clusters 2 and 3 were of younger age, had higher fear of hypoglycemia, increased depressive symptoms, and greater use of continuous subcutaneous insulin infusion. Cluster 2 displayed enhanced HPSS scores, indicating better detection control and a more proactive approach to seeking preventive strategies than cluster 1. The accuracy for classifying into 3 clusters using machine learning was 88.2%. The feature importance of random forest model indicated that hunger, shaking, palpitation, sweating, and confusion were the top five important factors for predicting clusters. Conclusion This study identified three distinct clusters of adults with T1D. These findings may provide valuable insights for diabetes professionals seeking to educate these individuals on how to manage hypoglycemia effectively. Trial registration University Hospital Medical Information Network (UMIN) Center: UMIN000039475); approval date: February 13, 2020.
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Affiliation(s)
- Naoki Sakane
- Division of Preventive Medicine, Clinical Research Institute, National Hospital Organization Kyoto Medical Center, 1-1 Mukaihata-cho, Fukakusa, Fushimi-ku, Kyoto, 612-8555 Japan
| | - Ken Kato
- Diabetes Center, National Hospital Organization Osaka National Hospital, 2-1-14, Hoenzaka, Chuo-ku, Osaka, 540-0006 Japan
| | - Sonyun Hata
- Diabetes Center, National Hospital Organization Osaka National Hospital, 2-1-14, Hoenzaka, Chuo-ku, Osaka, 540-0006 Japan
| | - Erika Nishimura
- Diabetes Center, National Hospital Organization Osaka National Hospital, 2-1-14, Hoenzaka, Chuo-ku, Osaka, 540-0006 Japan
| | - Rika Araki
- Department of Diabetes and Endocrinology, National Hospital Organization Mie National Hospital, 357 Ozatokubota-cho, Tsu, Mie 514-0125 Japan
| | - Kunichi Kouyama
- Department of Diabetes and Metabolism, National Hospital Organization Hyogo-Chuo National Hospital, 1314Ohara, Sanda, Hyogo 669-1515 Japan
| | - Masako Hatao
- Department of Diabetes and Endocrinology, National Hospital Organization Himeji Medical Center, 68 Honmachi, Himeji, Hyogo 670-8520 Japan
| | - Yuka Matoba
- Department of Diabetes, Endocrinology and Metabolism, National Hospital Organization Kokura Medical Center, 10-1 Harugaoka, Kitakyushu Kokuraminami-ku, Fukuoka, 802-0803 Japan
| | - Yuichi Matsushita
- Department of Diabetology and Metabolism, National Hospital Organization Okayama Medical Center, 1711-1 Tamasu, Okayama Kita-ku, Okayama, 701-1154 Japan
| | - Masayuki Domichi
- Division of Preventive Medicine, Clinical Research Institute, National Hospital Organization Kyoto Medical Center, 1-1 Mukaihata-cho, Fukakusa, Fushimi-ku, Kyoto, 612-8555 Japan
| | - Akiko Suganuma
- Division of Preventive Medicine, Clinical Research Institute, National Hospital Organization Kyoto Medical Center, 1-1 Mukaihata-cho, Fukakusa, Fushimi-ku, Kyoto, 612-8555 Japan
| | - Seiko Sakane
- Division of Preventive Medicine, Clinical Research Institute, National Hospital Organization Kyoto Medical Center, 1-1 Mukaihata-cho, Fukakusa, Fushimi-ku, Kyoto, 612-8555 Japan
| | - Takashi Murata
- Department of Clinical Nutrition, National Hospital Organization Kyoto Medical Center, 1-1 Mukaihata-cho, Fukakusa, Fushimi-ku, Kyoto, 612-8555 Japan
- Diabetes Center, National Hospital Organization Kyoto Medical Center, 1-1 Mukaihata-cho, Fukakusa, Fushimi-ku, Kyoto, 612-8555 Japan
| | - Fei Ling Wu
- Department of Nursing, Chang Gung University of Science and Technology, No. 261, Wenhua 1St Rd, Guishan District, Taoyuan City, Taiwan 333
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Lin YK, Ye W, Hepworth E, Ang L, Amiel SA, Fisher SJ. Evaluating the impact of severe hypoglycaemia definition wording on severe hypoglycaemia history assessment. Diabet Med 2025; 42:e15513. [PMID: 39797557 PMCID: PMC11929560 DOI: 10.1111/dme.15513] [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: 07/24/2024] [Revised: 12/12/2024] [Accepted: 12/31/2024] [Indexed: 01/13/2025]
Abstract
AIM Several wordings of the definition of severe hypoglycaemia (SH) exist. This study aims to evaluate how different SH definition wordings affect SH history assessment. METHODS In this cross-sectional study, surveys were emailed to registrants of the T1D Exchange, a U.S. national type 1 diabetes patient registry. Participants' demographic information was collected. Six-month SH history was evaluated with questionnaires including SH definition wordings from either (1) professional societies, (2) a diabetes community website, or (3) a hypoglycaemia research questionnaire. Analyses included the McNemar test, pairwise Wilcoxon signed-rank test, logistic regression analysis, Kappa statistics, and Spearman correlation. RESULTS A total of 1580 valid responses were obtained from participants (52% female; mean ± SD age: 46 ± 15 years; 95% White; mean ± SD diabetes duration: 25 ± 16 years). Questionnaires with four different SH definition wordings yielded significant variations in the prevalence of SH (i.e., having developed at least one episode of SH) and the number of SH episodes: the ADA/ENDO 2013 definition wording yielded the highest results on both metrics, whereas HypoA-Q and ADA 2023 yielded the lowest. Among participants reporting at least one SH episode, the number of episodes identified with the different SH definition wordings was poorly correlated (Rs: 0.09-0.37; p < 0.001). Race, education level, and household income were associated with higher odds of discrepancies in SH history (p < 0.05). CONCLUSION This U.S. national survey with individuals living with type 1 diabetes demonstrated significant discrepancies in SH history when assessed with different SH definition wordings. Race and socioeconomic status were associated with these discrepancies.
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Affiliation(s)
- Yu Kuei Lin
- Department of Internal MedicineUniversity of MichiganAnn ArborUSA
| | - Wen Ye
- Department of BiostatisticsUniversity of MichiganAnn ArborUSA
| | - Emily Hepworth
- Department of Internal MedicineUniversity of MichiganAnn ArborUSA
| | - Lynn Ang
- Department of Internal MedicineUniversity of MichiganAnn ArborUSA
| | | | - Simon J. Fisher
- Department of Internal MedicineUniversity of KentuckyLexingtonUSA
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Kronfol MM, Chow EC, Lau SWJ, Nounou MI, Vaidyanathan J, Seo SK. Clinical Pharmacology of Glucagon. Clin Pharmacol Ther 2024; 116:976-979. [PMID: 38847591 DOI: 10.1002/cpt.3340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 05/26/2024] [Indexed: 10/05/2024]
Abstract
Glucagon was discovered about a hundred years ago and its role in health and disease is under continuous investigation. Glucagon is a counter regulatory hormone secreted by alpha cells of the pancreas in response to multiple stimuli. Although some of glucagon's actions and its clinical application have been described, clinical experience with glucagon has been historically overshadowed by that of insulin. To date, the role of glucagon's actions in pharmacotherapy has been under explored. Glucagon plays a considerable role as a hormonal regulator via its known actions on the liver. The rise in obesity and diabetes mellitus prevalence is bringing focus to glucagon's known physiological roles and possible clinical applications. Six glucagon products and a glucagon analog are approved for use in the United States. Clinical pharmacology studies provide crucial support of glucagon's actions as evident from comprehensive pharmacokinetics and pharmacodynamics evaluations in humans. Here, we briefly describe the established physiological role of glucagon in humans and its known relationship with disease. We later summarize the clinical pharmacology of available glucagon products with different routes of administration.
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Affiliation(s)
- Mohamad M Kronfol
- Office of Clinical Pharmacology, Office of Translational Sciences, Center of Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Edwin C Chow
- Office of Clinical Pharmacology, Office of Translational Sciences, Center of Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - S W Johnny Lau
- Office of Clinical Pharmacology, Office of Translational Sciences, Center of Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Mohamed I Nounou
- Office of Clinical Pharmacology, Office of Translational Sciences, Center of Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Jayabharathi Vaidyanathan
- Office of Clinical Pharmacology, Office of Translational Sciences, Center of Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Shirley K Seo
- Office of Clinical Pharmacology, Office of Translational Sciences, Center of Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
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Sakane S, Kato K, Hata S, Nishimura E, Araki R, kouyama K, Hatao M, Matoba Y, Matsushita Y, Domichi M, Suganuma A, Murata T, Wu FL, Sakane N. Association of hypoglycemia problem-solving abilities with severe hypoglycemia in adults with type 1 diabetes: a Poisson regression analysis. Diabetol Int 2024; 15:777-785. [PMID: 39469565 PMCID: PMC11512935 DOI: 10.1007/s13340-024-00733-6] [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: 12/22/2023] [Accepted: 05/18/2024] [Indexed: 10/30/2024]
Abstract
Background Severe hypoglycemia (SH) poses a significant challenge in the management of type 1 diabetes (T1D); however, the factors that offer protection other than diabetes technologies are under-studied. The primary objective of this study was to examine the association between hypoglycemia problem-solving (HPS) abilities and severe hypoglycemic events in adults with T1D using Poisson regression analysis. Methods In this cross-sectional study, 287 adults with T1D (mean age: 50.3 ± 14.5 years, male: 36.2%, diabetes duration: 17.5 ± 11.2 years, mean HbA1c: 7.7 ± 0.9%) were included and categorized into two groups: non-SH (n = 262) and SH (n = 25). Data on diabetic complications, the hypoglycemia problem-solving scale (HPSS), and treatment details were collected. Impaired awareness of hypoglycemia (IAH) was evaluated using Gold's method. Univariate and multivariable Poisson regression models were used for the analysis, and the findings were presented as incidence rate ratios (IRRs) at 95% confidence interval (CI). Results The incidence of SH was 16.7 (95% CI 7.5-26.0) per 100 person-years. In the univariate Poisson regression analysis, findings revealed associations between IAH, diabetic peripheral neuropathy (DPN), and HPSS1. On the other hand, the multivariate Poisson regression analysis, utilizing stepwise variable selection, identified DPN (IRR: 4.65, 95% CI 1.96-11.04; P < 0.001) and HPSS1 score (IRR: 0.51, 95% CI 0.34, 0.76; P = 0.001) as factors significantly associated with SH. Conclusion We identified HPS abilities, in addition to DPN, were associated with SH in adults with T1D. Trial registration University Hospital Medical Information Network (UMIN) Center: UMIN000039475), approval date: February 13, 2020.
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Affiliation(s)
- Seiko Sakane
- Division of Preventive Medicine, Clinical Research Institute, National Hospital Organization Kyoto Medical Center, 1-1 Mukaihata-cho, Fukakusa, Fushimi-ku, Kyoto, 612-8555 Japan
| | - Ken Kato
- Diabetes Center, National Hospital Organization Osaka National Hospital, 2-1-14 Hoenzaka, Chuo-ku, Osaka 540-0006 Japan
| | - Sonyun Hata
- Diabetes Center, National Hospital Organization Osaka National Hospital, 2-1-14 Hoenzaka, Chuo-ku, Osaka 540-0006 Japan
| | - Erika Nishimura
- Diabetes Center, National Hospital Organization Osaka National Hospital, 2-1-14 Hoenzaka, Chuo-ku, Osaka 540-0006 Japan
| | - Rika Araki
- Department of Diabetes and Endocrinology, National Hospital Organization Mie National Hospital, Mie Japan 357 Ozatokubota-cho, Tsu, Mie 514-0125 Japan
| | - Kunichi kouyama
- Department of Diabetes and Metabolism, National Hospital Organization Hyogo-Chuo National Hospital, 1314Ohara, Sanda, Hyogo 669-1515 Japan
| | - Masako Hatao
- Department of Diabetes and Endocrinology, National Hospital Organization Himeji Medical Center, 68 Honmachi, Himeji, Hyogo 670-0012 Japan
| | - Yuka Matoba
- Department of Diabetes, Endocrinology and Metabolism, National Hospital Organization Kokura Medical Center, 10-1 Harugaoka, Kokuraminami-ku, Kitakyushu, Fukuoka, 802-0803 Japan
| | - Yuichi Matsushita
- Department of Diabetology and Metabolism, National Hospital Organization Okayama Medical Center, 1711-1 Tamasu, Okayama Kita-ku, Okayama, 701-1154 Japan
| | - Masayuki Domichi
- Division of Preventive Medicine, Clinical Research Institute, National Hospital Organization Kyoto Medical Center, 1-1 Mukaihata-cho, Fukakusa, Fushimi-ku, Kyoto, 612-8555 Japan
| | - Akiko Suganuma
- Division of Preventive Medicine, Clinical Research Institute, National Hospital Organization Kyoto Medical Center, 1-1 Mukaihata-cho, Fukakusa, Fushimi-ku, Kyoto, 612-8555 Japan
| | - Takashi Murata
- Department of Clinical Nutrition, National Hospital Organization Kyoto Medical Center, 1-1 Mukaihata-Cho, Fukakusa, Fushimi-ku, Kyoto, 612-8555 Japan
- Diabetes Center, National Hospital Organization Kyoto Medical Center, 1-1 Mukaihata-Cho, Fukakusa, Fushimi-ku, Kyoto, 612-8555 Japan
| | - Fei Ling Wu
- Department of Nursing, Chang Gung University of Science and Technology, No. 261, Wenhua 1St Rd, Guishan District, Taoyuan, Taiwan 333
| | - Naoki Sakane
- Division of Preventive Medicine, Clinical Research Institute, National Hospital Organization Kyoto Medical Center, 1-1 Mukaihata-cho, Fukakusa, Fushimi-ku, Kyoto, 612-8555 Japan
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Ratzki-Leewing A, Black JE, Kahkoska AR, Ryan BL, Zou G, Klar N, Timcevska K, Harris SB. Severe (level 3) hypoglycaemia occurrence in a real-world cohort of adults with type 1 or 2 diabetes mellitus (iNPHORM, United States). Diabetes Obes Metab 2023; 25:3736-3747. [PMID: 37700692 PMCID: PMC10958739 DOI: 10.1111/dom.15268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 08/17/2023] [Accepted: 08/18/2023] [Indexed: 09/14/2023]
Abstract
AIMS Among adults with insulin- and/or secretagogue-treated diabetes in the United States, very little is known about the real-world descriptive epidemiology of iatrogenic severe (level 3) hypoglycaemia. Addressing this gap, we collected primary, longitudinal data to quantify the absolute frequency of events as well as incidence rates and proportions. MATERIALS AND METHODS iNPHORM is a US-wide, 12-month ambidirectional panel survey (2020-2021). Adults with type 1 diabetes mellitus (T1DM) or insulin- and/or secretagogue-treated type 2 diabetes mellitus (T2DM) were recruited from a probability-based internet panel. Participants completing ≥1 follow-up questionnaire(s) were analysed. RESULTS Among 978 respondents [T1DM 17%; mean age 51 (SD 14.3) years; male: 49.6%], 63% of level 3 events were treated outside the health care system (e.g. by family/friend/colleague), and <5% required hospitalization. Following the 12-month prospective period, one-third of individuals reported ≥1 event(s) [T1DM 44.2% (95% CI 36.8%-51.8%); T2DM 30.8% (95% CI 28.7%-35.1%), p = .0404, α = 0.0007]; and the incidence rate was 5.01 (95% CI 4.15-6.05) events per person-year (EPPY) [T1DM 3.57 (95% CI 2.49-5.11) EPPY; T2DM 5.29 (95% CI 4.26-6.57) EPPY, p = .1352, α = 0.0007]. Level 3 hypoglycaemia requiring non-transport emergency medical services was more common in T2DM than T1DM (p < .0001, α = 0.0016). In total, >90% of events were experienced by <15% of participants. CONCLUSIONS iNPHORM is one of the first long-term, prospective US-based investigations on level 3 hypoglycaemia epidemiology. Our results underscore the importance of participant-reported data to ascertain its burden. Events were alarmingly frequent, irrespective of diabetes type, and concentrated in a small subsample.
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Affiliation(s)
- Alexandria Ratzki-Leewing
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
- Department of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Jason E. Black
- Department of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Anna R. Kahkoska
- Department of Nutrition, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Bridget L. Ryan
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
- Department of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Guangyong Zou
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
- Robarts Research Institute, Western University, London, Ontario, Canada
| | - Neil Klar
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Kristina Timcevska
- Department of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Stewart B. Harris
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
- Department of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
- Department of Medicine/Division of Endocrinology, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
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Caldara R, Tomajer V, Monti P, Sordi V, Citro A, Chimienti R, Gremizzi C, Catarinella D, Tentori S, Paloschi V, Melzi R, Mercalli A, Nano R, Magistretti P, Partelli S, Piemonti L. Allo Beta Cell transplantation: specific features, unanswered questions, and immunological challenge. Front Immunol 2023; 14:1323439. [PMID: 38077372 PMCID: PMC10701551 DOI: 10.3389/fimmu.2023.1323439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 11/06/2023] [Indexed: 12/18/2023] Open
Abstract
Type 1 diabetes (T1D) presents a persistent medical challenge, demanding innovative strategies for sustained glycemic control and enhanced patient well-being. Beta cells are specialized cells in the pancreas that produce insulin, a hormone that regulates blood sugar levels. When beta cells are damaged or destroyed, insulin production decreases, which leads to T1D. Allo Beta Cell Transplantation has emerged as a promising therapeutic avenue, with the goal of reinstating glucose regulation and insulin production in T1D patients. However, the path to success in this approach is fraught with complex immunological hurdles that demand rigorous exploration and resolution for enduring therapeutic efficacy. This exploration focuses on the distinct immunological characteristics inherent to Allo Beta Cell Transplantation. An understanding of these unique challenges is pivotal for the development of effective therapeutic interventions. The critical role of glucose regulation and insulin in immune activation is emphasized, with an emphasis on the intricate interplay between beta cells and immune cells. The transplantation site, particularly the liver, is examined in depth, highlighting its relevance in the context of complex immunological issues. Scrutiny extends to recipient and donor matching, including the utilization of multiple islet donors, while also considering the potential risk of autoimmune recurrence. Moreover, unanswered questions and persistent gaps in knowledge within the field are identified. These include the absence of robust evidence supporting immunosuppression treatments, the need for reliable methods to assess rejection and treatment protocols, the lack of validated biomarkers for monitoring beta cell loss, and the imperative need for improved beta cell imaging techniques. In addition, attention is drawn to emerging directions and transformative strategies in the field. This encompasses alternative immunosuppressive regimens and calcineurin-free immunoprotocols, as well as a reevaluation of induction therapy and recipient preconditioning methods. Innovative approaches targeting autoimmune recurrence, such as CAR Tregs and TCR Tregs, are explored, along with the potential of stem stealth cells, tissue engineering, and encapsulation to overcome the risk of graft rejection. In summary, this review provides a comprehensive overview of the inherent immunological obstacles associated with Allo Beta Cell Transplantation. It offers valuable insights into emerging strategies and directions that hold great promise for advancing the field and ultimately improving outcomes for individuals living with diabetes.
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Affiliation(s)
- Rossana Caldara
- Clinic Unit of Regenerative Medicine and Organ Transplants, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Valentina Tomajer
- Pancreatic Surgery, Pancreas Translational & Clinical Research Center, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Paolo Monti
- Diabetes Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Valeria Sordi
- Diabetes Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Antonio Citro
- Diabetes Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Raniero Chimienti
- Diabetes Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
- Università Vita-Salute San Raffaele, Milan, Italy
| | - Chiara Gremizzi
- Clinic Unit of Regenerative Medicine and Organ Transplants, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Davide Catarinella
- Clinic Unit of Regenerative Medicine and Organ Transplants, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Stefano Tentori
- Clinic Unit of Regenerative Medicine and Organ Transplants, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Vera Paloschi
- Clinic Unit of Regenerative Medicine and Organ Transplants, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Raffella Melzi
- Diabetes Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Alessia Mercalli
- Diabetes Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Rita Nano
- Diabetes Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Paola Magistretti
- Diabetes Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Stefano Partelli
- Pancreatic Surgery, Pancreas Translational & Clinical Research Center, IRCCS Ospedale San Raffaele, Milan, Italy
- Università Vita-Salute San Raffaele, Milan, Italy
| | - Lorenzo Piemonti
- Clinic Unit of Regenerative Medicine and Organ Transplants, IRCCS Ospedale San Raffaele, Milan, Italy
- Diabetes Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
- Università Vita-Salute San Raffaele, Milan, Italy
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Barman P, Joshi S, Sharma S, Preet S, Sharma S, Saini A. Strategic Approaches to Improvise Peptide Drugs as Next Generation Therapeutics. Int J Pept Res Ther 2023; 29:61. [PMID: 37251528 PMCID: PMC10206374 DOI: 10.1007/s10989-023-10524-3] [Citation(s) in RCA: 39] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/20/2023] [Indexed: 05/31/2023]
Abstract
In recent years, the occurrence of a wide variety of drug-resistant diseases has led to an increase in interest in alternate therapies. Peptide-based drugs as an alternate therapy hold researchers' attention in various therapeutic fields such as neurology, dermatology, oncology, metabolic diseases, etc. Previously, they had been overlooked by pharmaceutical companies due to certain limitations such as proteolytic degradation, poor membrane permeability, low oral bioavailability, shorter half-life, and poor target specificity. Over the last two decades, these limitations have been countered by introducing various modification strategies such as backbone and side-chain modifications, amino acid substitution, etc. which improve their functionality. This has led to a substantial interest of researchers and pharmaceutical companies, moving the next generation of these therapeutics from fundamental research to the market. Various chemical and computational approaches are aiding the production of more stable and long-lasting peptides guiding the formulation of novel and advanced therapeutic agents. However, there is not a single article that talks about various peptide design approaches i.e., in-silico and in-vitro along with their applications and strategies to improve their efficacy. In this review, we try to bring different aspects of peptide-based therapeutics under one article with a clear focus to cover the missing links in the literature. This review draws emphasis on various in-silico approaches and modification-based peptide design strategies. It also highlights the recent progress made in peptide delivery methods important for their enhanced clinical efficacy. The article would provide a bird's-eye view to researchers aiming to develop peptides with therapeutic applications. Graphical Abstract
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Affiliation(s)
- Panchali Barman
- Institute of Forensic Science and Criminology (UIEAST), Panjab University, Sector 14, Chandigarh, 160014 India
| | - Shubhi Joshi
- Energy Research Centre, Panjab University, Sector 14, Chandigarh, 160014 India
| | - Sheetal Sharma
- Department of Biophysics, Panjab University, Sector 25, Chandigarh, U.T 160014 India
| | - Simran Preet
- Department of Biophysics, Panjab University, Sector 25, Chandigarh, U.T 160014 India
| | - Shweta Sharma
- Institute of Forensic Science and Criminology (UIEAST), Panjab University, Sector 14, Chandigarh, 160014 India
| | - Avneet Saini
- Department of Biophysics, Panjab University, Sector 25, Chandigarh, U.T 160014 India
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Heller S, Battelino T, Bailey TS, Pieber TR, Hövelmann U, Plum-Mörschel L, Melgaard AE, Aronson R, DiMeglio LA, Johansen T, Danne T. Integrated safety and efficacy analysis of dasiglucagon for the treatment of severe hypoglycaemia in individuals with type 1 diabetes. Diabetes Obes Metab 2023; 25:1351-1360. [PMID: 36692230 DOI: 10.1111/dom.14987] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 01/20/2023] [Accepted: 01/22/2023] [Indexed: 01/25/2023]
Abstract
AIMS To perform an integrated analysis of the safety and efficacy of dasiglucagon, a glucagon analogue available in a ready-to-use aqueous formulation, to treat severe hypoglycaemia (SH) in type 1 diabetes (T1D). MATERIALS AND METHODS An integrated analysis of dasiglucagon safety was conducted on data from two placebo-controlled trials (placebo-controlled pool) and two placebo-controlled and four non-placebo-controlled trials (broad pool) in adults with T1D. An integrated analysis of dasiglucagon efficacy was conducted of pooled data and within demographic subgroups from the two placebo-controlled and two non-placebo-controlled trials in adults with T1D. RESULTS Dasiglucagon had a similar safety and tolerability profile to that of reconstituted glucagon. In the placebo-controlled datasets, no serious adverse events (AEs), AEs leading to withdrawal from the trial, or deaths were reported. The most common causally related AEs were nausea (56.5%) and vomiting (24.6%). The broad pool safety analysis showed similar results. Dasiglucagon efficacy in time to plasma glucose recovery from insulin-induced SH was similar to that of reconstituted glucagon (median 10.0 and 12.0 minutes, respectively) and superior to placebo (median 40.0 minutes; P < 0.0001). The median recovery time was consistent across all placebo-controlled trial subgroups. CONCLUSIONS Dasiglucagon was well tolerated and effective as a rapid rescue agent for insulin-induced SH in people with T1D.
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Affiliation(s)
| | - Tadej Battelino
- University Medical Center Ljubljana, and Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | | | | | | | | | | | - Ronnie Aronson
- LMC Diabetes and Endocrinology, Toronto, Ontario, Canada
| | | | | | - Thomas Danne
- Children's Hospital AUF DER BULT, Hannover, Germany
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10
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Madar H, Wu Z, Bandini A, Perkins B, Messier V, Pomey MP, Brazeau AS, Rabasa-Lhoret R. Influence of severe hypoglycemia definition wording on reported prevalence in adults and adolescents with type 1 diabetes: a cross-sectional analysis from the BETTER patient-engagement registry analysis. Acta Diabetol 2023; 60:93-100. [PMID: 36245008 DOI: 10.1007/s00592-022-01987-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 09/28/2022] [Indexed: 01/12/2023]
Abstract
AIMS Compare the self-reported prevalence of severe hypoglycemia (level-3-H) in people with type 1 diabetes (PWT1D) according to two wording of definition: by the International Hypoglycemia Study Group (IHSG) and an alternate simplified version developed by patient-partners (PP). METHODS Cross-sectional study (PWT1D > = 14 years) self-reporting risk factors, patient-year incidence and annual prevalence of level-3-H were defined according to either IHSG's wording (low sugar levels requiring help from another person, or use of glucagon, or hospitalization, or loss of consciousness) or with an alternative simpler wording developed by PP (low sugar levels that you would have been unable to treat). RESULTS Among 1430 eligible participants, in the last 12 months, the annual prevalence of level-3-H (IHSG: 242/100 vs. PP: 231/100 patient-years, p = 0.229) and median number of episodes (IHSG: 2.0 [1-3] vs. PP: 1.0 [1-3], p = 0.359) were similar. The prevalence of participants reporting hypoglycemia in the past year was higher with IHSG wording (13.5% vs. 10.5%; p < 0.001); this difference was significantly (p < 0.001) larger among patients with impaired awareness of hypoglycemia. Association of both definitions with level-3-H risk factors was comparable. CONCLUSIONS The level-3-H episodes by PP and IHSG wording were comparable. The simplicity of PP wording may allow better mutual understanding between patients and healthcare team. TRIAL REGISTRATION NCT03720197 (registered on October 19th 2018).
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Affiliation(s)
- Houssein Madar
- Montreal Clinical Research Institute (IRCM), 110 Av. des Pins, Montreal, QC, H2W 1R7, Canada
| | - Zekai Wu
- Montreal Clinical Research Institute (IRCM), 110 Av. des Pins, Montreal, QC, H2W 1R7, Canada
- Division of Experimental Medicine, Department of Medicine, McGill University, Montreal, QC, Canada
| | - Aude Bandini
- Department of Philosophy, Faculty of Arts and Sciences, Université de Montréal, Montreal, QC, Canada
| | - Bruce Perkins
- Division of Endocrinology, Leadership Sinai Center for Diabetes, University of Toronto, Toronto, ON, Canada
| | - Virginie Messier
- Montreal Clinical Research Institute (IRCM), 110 Av. des Pins, Montreal, QC, H2W 1R7, Canada
| | - Marie-Pascale Pomey
- Department of Management, Evaluation and Health Policy, School of Public Health, Université de Montréal, Montreal, QC, Canada
- Endocrinology Division and CHUM Research Center, Centre Hospitalier de L'Université de Montréal (CHUM), Montreal, QC, Canada
| | - Anne-Sophie Brazeau
- Montreal Clinical Research Institute (IRCM), 110 Av. des Pins, Montreal, QC, H2W 1R7, Canada
- School of Human Nutrition, McGill University, Sainte-Anne-de-Bellevue, QC, Canada
- Montreal Diabetes Research Center (MDRC), Montreal, QC, Canada
| | - Rémi Rabasa-Lhoret
- Montreal Clinical Research Institute (IRCM), 110 Av. des Pins, Montreal, QC, H2W 1R7, Canada.
- Division of Experimental Medicine, Department of Medicine, McGill University, Montreal, QC, Canada.
- Endocrinology Division and CHUM Research Center, Centre Hospitalier de L'Université de Montréal (CHUM), Montreal, QC, Canada.
- Department of Nutrition, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada.
- Montreal Diabetes Research Center (MDRC), Montreal, QC, Canada.
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11
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Brazeau AS, Messier V, Talbo MK, Gagnon C, Taleb N, Fortier I, Wu Z, Perkins BA, Carpentier AC, Bandini A, Rabasa-Lhoret R. Self-reported Severe and Nonsevere Hypoglycemia in Type 1 Diabetes: Population Surveillance Through the BETTER Patient Engagement Registry: Development and Baseline Characteristics. Can J Diabetes 2022; 46:813-821. [PMID: 35835670 DOI: 10.1016/j.jcjd.2022.05.010] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 04/05/2022] [Accepted: 05/23/2022] [Indexed: 12/27/2022]
Abstract
OBJECTIVES The BETTER (BEhaviors, Therapies, TEchnologies and hypoglycemic Risk in Type 1 diabetes) registry is a type 1 diabetes population surveillance system codeveloped with patient partners to address the burden of hypoglycemia and assess the impact of new therapies and technologies. The aim of this report was to describe the baseline characteristics of the BETTER registry cohort. METHODS A cross-sectional baseline evaluation was performed of a Canadian clinical cohort established after distribution of an online questionnaire. Participants were recruited through clinics, public foundations, advertising and social media. As of February 2021, 1,430 persons ≥14 years of age and living with type 1 diabetes or latent-autoimmune diabetes (LADA) were enrolled. The trial was registered on ClinicalTrials.gov (NCT03720197). RESULTS Participants were (mean ± standard deviation) 41.2±15.7 years old with a diabetes duration of 22.0±14.7 years, 62.0% female, 92.1% Caucasian and 7.8% self-reporting as LADA, with 40.9% using a continuous subcutaneous insulin infusion (CSII) system and 78.0% using a continuous glucose monitoring (CGM) system. The most recent glycated hemoglobin ≤7% was reported by 29.7% of participants. At least 1 episode of hypoglycemia <3.0 mmol/L (level 2-H) in the last month was reported by 78.4% of participants, with a median (interquartile range) of 5 (3, 10) episodes. The occurrence of severe hypoglycemia (level 3-H) in the last 12 months was reported by 13.3% of participants. Among these, the median number of episodes was 2 (1, 3). CONCLUSIONS We have established the first surveillance registry for people living with type 1 diabetes in Canada relying on patient-reported outcomes and experiences. Hypoglycemia is a highly prevalent burden despite a relatively wide adoption of CSII and CGM use.
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Affiliation(s)
- Anne-Sophie Brazeau
- School of Human Nutrition, McGill University, Sainte-Anne-de-Bellevue, Québec, Canada; Montreal Clinical Research Institute, Montreal, Québec, Canada.
| | | | - Meryem K Talbo
- School of Human Nutrition, McGill University, Sainte-Anne-de-Bellevue, Québec, Canada
| | - Claudia Gagnon
- Centre Hospitalier Universitaire de Québec-Université Laval Research Centre, Québec City, Québec, Canada; Department of Medicine, Université Laval, Québec City, Québec, Canada
| | - Nadine Taleb
- Montreal Clinical Research Institute, Montreal, Québec, Canada; Endocrinology Division, Centre Hospitalier de l'Université de Montréal, Montreal, Québec, Canada
| | - Isabel Fortier
- Research Institute of the McGill University Health Centre, Montreal, Québec, Canada
| | - Zekai Wu
- Montreal Clinical Research Institute, Montreal, Québec, Canada; Division of Experimental Medicine, Department of Medicine, McGill University, Montreal, Québec, Canada
| | - Bruce A Perkins
- Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, Ontario, Canada; Division of Endocrinology and Metabolism, Department of Medicine, University of Toronto, Diabetes Clinical Research Unit, Leadership Sinai Centre for Diabetes, Sinai Health System, Toronto, Ontario, Canada
| | - André C Carpentier
- Division of Endocrinology, Department of Medicine, Centre de recherche du Centre hospitalier universitaire de Sherbrooke, Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - Aude Bandini
- Department of Philosophy, Faculty of Arts and Sciences, Université de Montréal, Montreal, Québec, Canada
| | - Rémi Rabasa-Lhoret
- Montreal Clinical Research Institute, Montreal, Québec, Canada; Department of Nutrition, Faculty of Medicine, Université de Montréal, Montreal, Québec, Canada
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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: 9] [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: 37] [Impact Index Per Article: 12.3] [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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Ratzki-Leewing A, Ryan BL, Zou G, Webster-Bogaert S, Black JE, Stirling K, Timcevska K, Khan N, Buchenberger JD, Harris SB. Predicting Real-world Hypoglycemia Risk in American Adults With Type 1 or 2 Diabetes Mellitus Prescribed Insulin and/or Secretagogues: Protocol for a Prospective, 12-Wave Internet-Based Panel Survey With Email Support (the iNPHORM [Investigating Novel Predictions of Hypoglycemia Occurrence Using Real-world Models] Study). JMIR Res Protoc 2022; 11:e33726. [PMID: 35025756 PMCID: PMC8881777 DOI: 10.2196/33726] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 12/16/2021] [Accepted: 01/06/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Hypoglycemia prognostic models contingent on prospective, self-reported survey data offer a powerful avenue for determining real-world event susceptibility and interventional targets. OBJECTIVE This protocol describes the design and implementation of the 1-year iNPHORM (Investigating Novel Predictions of Hypoglycemia Occurrence Using Real-world Models) study, which aims to measure real-world self-reported severe and nonsevere hypoglycemia incidence (daytime and nocturnal) in American adults with type 1 or 2 diabetes mellitus prescribed insulin and/or secretagogues, and develop and internally validate prognostic models for severe, nonsevere daytime, and nonsevere nocturnal hypoglycemia. As a secondary objective, iNPHORM aims to quantify the effects of different antihyperglycemics on hypoglycemia rates. METHODS iNPHORM is a prospective, 12-wave internet-based panel survey that was conducted across the United States. Americans (aged 18-90 years) with self-reported type 1 or 2 diabetes mellitus prescribed insulin and/or secretagogues were conveniently sampled via the web from a pre-existing, closed, probability-based internet panel (sample frame). A sample size of 521 baseline responders was calculated for this study. Prospective data on hypoglycemia and potential prognostic factors were self-assessed across 14 closed, fully automated questionnaires (screening, baseline, and 12 monthly follow-ups) that were piloted using semistructured interviews (n=3) before fielding; no face-to-face contact was required as part of the data collection. Participant responses will be analyzed using multivariable count regression and machine learning techniques to develop and internally validate prognostic models for 1-year severe and 30-day nonsevere daytime and nocturnal hypoglycemia. The causal effects of different antihyperglycemics on hypoglycemia rates will also be investigated. RESULTS Recruitment and data collection occurred between February 2020 and March 2021 (ethics approval was obtained on December 17, 2019). A total of 1694 participants completed the baseline questionnaire, of whom 1206 (71.19%) were followed up for 12 months. Most follow-up waves (10,470/14,472, 72.35%) were completed, translating to a participation rate of 179% relative to our target sample size. Over 70.98% (856/1206) completed wave 12. Analyses of sample characteristics, quality metrics, and hypoglycemia incidence and prognostication are currently underway with published results anticipated by fall 2022. CONCLUSIONS iNPHORM is the first hypoglycemia prognostic study in the United States to leverage prospective, longitudinal self-reports. The results will contribute to improved real-world hypoglycemia risk estimation and potentially safer, more effective clinical diabetes management. TRIAL REGISTRATION ClinicalTrials.gov NCT04219514; https://clinicaltrials.gov/ct2/show/NCT04219514. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/33726.
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Affiliation(s)
- Alexandria Ratzki-Leewing
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Bridget L Ryan
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada.,Department of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Guangyong Zou
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada.,Robarts Research Institute, Western University, London, ON, Canada
| | - Susan Webster-Bogaert
- Department of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Jason E Black
- Department of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Kathryn Stirling
- Department of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Kristina Timcevska
- Department of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Nadia Khan
- Department of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | | | - Stewart B Harris
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada.,Department of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
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15
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Pedersen‐Bjergaard U, Agesen RM, Brøsen JMB, Alibegovic AC, Andersen HU, Beck‐Nielsen H, Gustenhoff P, Hansen TK, Hedetoft C, Jensen TJ, Juhl CB, Jensen AK, Lerche SS, Nørgaard K, Parving H, Sørensen AL, Tarnow L, Thorsteinsson B. Comparison of treatment with insulin degludec and glargine U100 in patients with type 1 diabetes prone to nocturnal severe hypoglycaemia: The HypoDeg randomized, controlled, open-label, crossover trial. Diabetes Obes Metab 2022; 24:257-267. [PMID: 34643020 PMCID: PMC9298237 DOI: 10.1111/dom.14574] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 10/04/2021] [Accepted: 10/10/2021] [Indexed: 11/27/2022]
Abstract
AIM To investigate whether the long-acting insulin analogue insulin degludec compared with insulin glargine U100 reduces the risk of nocturnal symptomatic hypoglycaemia in patients with type 1 diabetes (T1D). METHODS Adults with T1D and at least one episode of nocturnal severe hypoglycaemia during the last 2 years were included in a 2-year prospective, randomized, open, multicentre, crossover trial. A total of 149 patients were randomized 1:1 to basal-bolus therapy with insulin degludec and insulin aspart or insulin glargine U100 and insulin aspart. Each treatment period lasted 1 year and consisted of 3 months of run-in or crossover followed by 9 months of maintenance. The primary endpoint was the number of blindly adjudicated nocturnal symptomatic hypoglycaemic episodes. Secondary endpoints included the occurrence of severe hypoglycaemia. We analysed all endpoints by intention-to-treat. RESULTS Treatment with insulin degludec resulted in a 28% (95% CI: 9%-43%; P = .02) relative rate reduction (RRR) of nocturnal symptomatic hypoglycaemia at level 1 (≤3.9 mmol/L), a 37% (95% CI: 16%-53%; P = .002) RRR at level 2 (≤3.0 mmol/L), and a 35% (95% CI: 1%-58%; P = .04) RRR in all-day severe hypoglycaemia compared with insulin glargine U100. CONCLUSIONS Patients with T1D prone to nocturnal severe hypoglycaemia have lower rates of nocturnal symptomatic hypoglycaemia and all-day severe hypoglycaemia with insulin degludec compared with insulin glargine U100.
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Affiliation(s)
- Ulrik Pedersen‐Bjergaard
- Department of Endocrinology and NephrologyNordsjællands HospitalHillerødDenmark
- Faculty of Health and Medical SciencesUniversity of CopenhagenCopenhagenDenmark
| | - Rikke M. Agesen
- Department of Endocrinology and NephrologyNordsjællands HospitalHillerødDenmark
- Faculty of Health and Medical SciencesUniversity of CopenhagenCopenhagenDenmark
| | - Julie M. B. Brøsen
- Department of Endocrinology and NephrologyNordsjællands HospitalHillerødDenmark
- Faculty of Health and Medical SciencesUniversity of CopenhagenCopenhagenDenmark
| | | | | | - Henning Beck‐Nielsen
- Department of Endocrinology MOdense University HospitalOdense CDenmark
- Faculty of Health SciencesUniversity of Southern DenmarkOdense CDenmark
| | - Peter Gustenhoff
- Department of EndocrinologyAalborg University HospitalAalborgDenmark
| | - Troels K. Hansen
- Steno Diabetes Center AarhusAarhus NDenmark
- Health, University of AarhusAarhus CDenmark
| | | | - Tonny J. Jensen
- Department of Medical EndocrinologyCopenhagen University Hospital (Rigshospitalet)CopenhagenDenmark
| | - Claus B. Juhl
- Department of MedicineSydvestjysk SygehusEsbjergDenmark
| | - Andreas K. Jensen
- Department of Public Health, Section of BiostatisticsUniversity of CopenhagenCopenhagenDenmark
- Department of Clinical ResearchNordsjællands HospitalHillerødDenmark
| | - Susanne S. Lerche
- Department of Diabetes and Hormonal DiseasesLillebælt Hospital KoldingKoldingDenmark
| | - Kirsten Nørgaard
- Department of Endocrinology and NephrologyNordsjællands HospitalHillerødDenmark
- Steno Diabetes Center CopenhagenGentofteDenmark
- Department of EndocrinologyHvidovre University HospitalHvidovreDenmark
| | - Hans‐Henrik Parving
- Faculty of Health and Medical SciencesUniversity of CopenhagenCopenhagenDenmark
- Department of Medical EndocrinologyCopenhagen University Hospital (Rigshospitalet)CopenhagenDenmark
| | - Anne L. Sørensen
- Department of Public Health, Section of BiostatisticsUniversity of CopenhagenCopenhagenDenmark
| | - Lise Tarnow
- Department of Clinical ResearchNordsjællands HospitalHillerødDenmark
- Steno Diabetes Center SjællandHolbækDenmark
| | - Birger Thorsteinsson
- Department of Endocrinology and NephrologyNordsjællands HospitalHillerødDenmark
- Faculty of Health and Medical SciencesUniversity of CopenhagenCopenhagenDenmark
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Skovlund SE, Troelsen LH, Noergaard LM, Pietraszek A, Jakobsen PE, Ejskjaer N. Feasibility and Acceptability of a Digital Patient-Reported Outcome Tool in Routine Outpatient Diabetes Care: Mixed Methods Formative Pilot Study. JMIR Form Res 2021; 5:e28329. [PMID: 34730545 PMCID: PMC8600435 DOI: 10.2196/28329] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 06/19/2021] [Accepted: 08/24/2021] [Indexed: 01/17/2023] Open
Abstract
Background Improvements in the digital capabilities of health systems provide new opportunities for the integration of patient-reported outcome (PRO) solutions in routine care, which can facilitate the delivery of person-centered diabetes care. We undertook this study as part of our development of a new digital PRO diabetes questionnaire and clinical dialog support tool for use by people with diabetes and their health care professionals (HCPs) to improve person-centered diabetes care quality and outcomes. Objective This study evaluates the feasibility, acceptability, and perceived benefits and impacts of using a digital PRO diabetes tool, DiaProfil, in routine outpatient diabetes care. Methods Overall, 12 people with diabetes scheduled for routine medical diabetes visits at the outpatient clinic were recruited. Purposive sampling was used to optimize heterogeneity regarding age, gender, duration, type of diabetes, treatment modality, and disease severity. Participants filled out a PRO diabetes questionnaire 2 to 5 days before their visit. During the visit, HCPs used a digital PRO tool to review PRO data with the person with diabetes for collaborative care planning. Participants completed evaluation forms before and after the visit and were interviewed for 30 to 45 minutes after the visit. HCPs completed the evaluation questionnaires after each visit. All visits were audio-recorded and transcribed for analysis. Data were analyzed using quantitative, qualitative, and mixed methods analyses. Results People with diabetes found the PRO diabetes questionnaire to be relevant, acceptable, and feasible to complete from home. People with diabetes and HCPs found the digital PRO tool to be feasible and acceptable for use during the diabetes visit and would like to continue using it. HCPs were able to use the tool in a person-centered manner, as intended. For several people with diabetes, completion of the questionnaire facilitated positive reflection and better preparation for the visit. The use of the PRO tool primarily improved the quality of the dialog by improving the identification and focus on the issues most important to the person with diabetes. People with diabetes did not report any negative aspects of the PRO tool, whereas HCPs highlighted that it was demanding when the person with diabetes had many PRO issues that required attention within the predefined time allocated for a visit. Conclusions The Danish PRO diabetes questionnaire and the digital tool, DiaProfil, are feasible and acceptable solutions for routine diabetes visits, and this tool may generate important benefits related to advancement of person-centered care. Further research is now required to corroborate and expand these formative insights on a larger scale and in diverse health care settings. The results of this study are therefore being used to define research hypotheses and finalize real-world PRO evaluation tools for a forthcoming large-scale multisector implementation study in Denmark.
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Affiliation(s)
- Soren E Skovlund
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark.,Department of Endocrinology, Aalborg University Hospital, Aalborg, Denmark.,Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark
| | - Lise Havbæk Troelsen
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark
| | | | - Anna Pietraszek
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark
| | - Poul Erik Jakobsen
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark
| | - Niels Ejskjaer
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark
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17
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Szadkowska A, Baranowska-Jaźwiecka A, Michalak A, Jarosz-Chobot P, Myśliwiec M, Głowińska-Olszewska B, Szypowska A, Nazim J, Mazur A, Szalecki M, Skowrońska B, Kucharska-Zubkiewicz A, Beń-Skowronek I, Walczak M, Klupa T, Wolnik B, Zozulińska-Ziółkiewicz D, Młynarski W. Above 40% of Polish children and young adults with type 1 diabetes achieve international HbA1c target - results of a nationwide cross-sectional evaluation of glycemic control: The PolPeDiab HbA1c study. Pediatr Diabetes 2021; 22:1003-1013. [PMID: 34351670 DOI: 10.1111/pedi.13250] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Accepted: 06/21/2021] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Youth with type 1 diabetes (T1D) (16-18 y.o.) present worst disease control of all age groups and need structured interventions. Those should be based on unbiased, national-scale outcomes, which have not yet been successfully assessed in Poland. OBJECTIVE To evaluate the glycemic control in young patients with T1D in Poland. METHOD All pediatric diabetes care centers and the nine largest centers for adults with T1D were invited to this cross-sectional study, conducted in March 2018. Eligibility was defined as age ≤ 30 years and diabetes duration ≥1 year. Blinded samples of capillary blood and clinical questionnaires were sent to coordinating center, where HbA1c was measured by high-pressure liquid chromatography. RESULTS Nine adult and 25/28 pediatric centers participated, providing data for 1255 patients (50.8% males), mean age 12.3 years (95%CI:12.1-12.6) for children and 23.2 years (22.9-23.6) for adults; mean diabetes duration 7.1 years (6.8-7.3). This covered ~8% of pediatric population and 2% of 18-30-years-olds with T1D. Mean HbA1c was comparable between children and adults (57 mmol/mol [7.4%], 95%CI:56-57 mmol/mol [7.3-7.4%] vs. 57 mmol/mol [7.4%], 95%CI:56-60 mmol/mol [7.3-7.6%], p = 0.1870). Overall, 45.2% of patients achieved ISPAD target (<53 mmol/mol [<7.0%]). During the month preceding the study, 0.9% of patients experienced severe hypoglycemia and 0.4% suffered ketoacidosis. HbA1c was related to the method of insulin therapy, continuous glucose monitoring use and body weight (p < 0.0001). CONCLUSIONS In Polish children and young adults with T1D glycemic control expressed as HbA1c is promising in the light of ISPAD guidelines. Our results confirm the known associations between better glycemic control and the use of new technologies and maintaining optimal body weight.
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Affiliation(s)
- Agnieszka Szadkowska
- Department of Pediatrics, Diabetology, Endocrinology and Nephrology, Medical University of Lodz, Łódź, Poland
| | - Anna Baranowska-Jaźwiecka
- Department of Pediatrics, Diabetology, Endocrinology and Nephrology, Medical University of Lodz, Łódź, Poland
| | - Arkadiusz Michalak
- Department of Pediatrics, Diabetology, Endocrinology and Nephrology, Medical University of Lodz, Łódź, Poland.,Department of Biostatistics and Translational Medicine, Medical University of Lodz, Łódź, Poland
| | | | - Małgorzata Myśliwiec
- Department of Pediatrics, Diabetology and Endocrinology, Medical University of Gdansk, Gdańsk, Poland
| | - Barbara Głowińska-Olszewska
- Department of Pediatrics, Endocrinology, Diabetology With Cardiology Division, Medical University of Bialystok, Białystok, Poland
| | | | - Joanna Nazim
- Department of Pediatric and Adolescent Endocrinology, Jagiellonian University Medical College, Kraków, Poland
| | - Artur Mazur
- Pediatric Department, University of Rzeszow, Rzeszów, Poland
| | - Mieczysław Szalecki
- Children's Memorial Health Institute, Department of Endocrinology and Diabetology, Warsaw, Poland and The Faculty of Medicine and Health Sciences, Jan Kochanowski University in Kielce, Kielce, Poland
| | - Bogda Skowrońska
- Department of Pediatric Diabetes and Obesity, Poznan University of Medical Sciences, Poznan, Poland
| | | | - Iwona Beń-Skowronek
- Department of Pediatric Endocrinology and Diabetology, Medical University of Lublin, Lublin, Poland
| | - Mieczysław Walczak
- Clinic of Pediatrics, Endocrinology, Diabetology, Metabolic Diseases and Cardiology of the Developmental Age, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Tomasz Klupa
- Department of Metabolic Diseases, Jagiellonian University Medical College, Kraków, Poland
| | - Bogumił Wolnik
- Department of Hypertension and Diabetology, Medical University of Gdansk, Gdansk, Poland
| | | | - Wojciech Młynarski
- Department of Pediatrics, Oncology and Hematology, Medical University of Łódź, Łódź, Poland
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Liu SL, Columbus MP, Peddle M, Mahon JL, Spaic T. Hypoglycemia requiring paramedic assistance among adults in southwestern Ontario, Canada: a population-based retrospective cohort study. CMAJ Open 2021; 9:E1260-E1268. [PMID: 34933884 PMCID: PMC8695532 DOI: 10.9778/cmajo.20200184] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND People with diabetes mellitus commonly experience hypoglycemia, but they may not necessarily present to hospital after severe hypoglycemia requiring paramedic assistance. We sought to describe the incidence and characteristics of calls for hypoglycemia requiring paramedic assistance among adults in southwestern Ontario, Canada, and to determine predictors of hospital transport. METHODS This population-based retrospective cohort study used data extracted from ambulance call reports (ACRs) of 8 paramedic services of the Southwest Ontario Regional Base Hospital Program from January 2008 to June 2014. We described calls in which treatment for hypoglycemia was administered, summarized the incidence of hypoglycemia calls and performed logistic regression to determine predictors of hospital transport. RESULTS Out of 470 467 ACRs during the study period, 9185 paramedic calls occurred in which hypoglycemia treatment was administered to an adult (mean age 60.2 yr, 56.8% male, 81.1% with documented diabetes). Refusal of hospital transport occurred in 2243 (24.4%) of calls. Documented diabetes diagnosis (adjusted odds ratio [OR] 0.82, 95% confidence interval [CI] 0.69-0.96), higher capillary blood glucose (adjusted OR 0.31, 95% CI 0.22-0.44) and overnight calls (adjusted OR 0.80, 95% CI 0.72-0.91) were associated with lower odds of hospital transport. Higher-acuity calls (adjusted OR 2.05, 95% CI 1.58-2.66) were associated with higher odds of transport. The estimated annual incidence rate of hypoglycemia requiring paramedic assistance was 108 per 10 000 people with diabetes per year. INTERPRETATION Hypoglycemia requiring paramedic assistance in southwestern Ontario is common, and close to 25% of calls do not result in hospital transport. Physicians managing diabetes care may be unaware of patients' hypoglycemia requiring paramedic care, suggesting a potential gap in follow-up care; we suggest that paramedics play an important role in identifying those at high recurrence risk and communicating with their care providers.
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Affiliation(s)
- Selina L Liu
- Division of Endocrinology and Metabolism (Liu, Mahon, Spaic), Department of Medicine, Schulich School of Medicine & Dentistry, Western University; St. Joseph's Health Care London (Liu, Mahon, Spaic); Division of Emergency Medicine (Columbus, Peddle), Department of Medicine, Schulich School of Medicine & Dentistry, Western University, London, Ont.
| | - Melanie P Columbus
- Division of Endocrinology and Metabolism (Liu, Mahon, Spaic), Department of Medicine, Schulich School of Medicine & Dentistry, Western University; St. Joseph's Health Care London (Liu, Mahon, Spaic); Division of Emergency Medicine (Columbus, Peddle), Department of Medicine, Schulich School of Medicine & Dentistry, Western University, London, Ont
| | - Michael Peddle
- Division of Endocrinology and Metabolism (Liu, Mahon, Spaic), Department of Medicine, Schulich School of Medicine & Dentistry, Western University; St. Joseph's Health Care London (Liu, Mahon, Spaic); Division of Emergency Medicine (Columbus, Peddle), Department of Medicine, Schulich School of Medicine & Dentistry, Western University, London, Ont
| | - Jeffrey L Mahon
- Division of Endocrinology and Metabolism (Liu, Mahon, Spaic), Department of Medicine, Schulich School of Medicine & Dentistry, Western University; St. Joseph's Health Care London (Liu, Mahon, Spaic); Division of Emergency Medicine (Columbus, Peddle), Department of Medicine, Schulich School of Medicine & Dentistry, Western University, London, Ont
| | - Tamara Spaic
- Division of Endocrinology and Metabolism (Liu, Mahon, Spaic), Department of Medicine, Schulich School of Medicine & Dentistry, Western University; St. Joseph's Health Care London (Liu, Mahon, Spaic); Division of Emergency Medicine (Columbus, Peddle), Department of Medicine, Schulich School of Medicine & Dentistry, Western University, London, Ont
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19
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Piemonti L. Felix dies natalis, insulin… ceterum autem censeo "beta is better". Acta Diabetol 2021; 58:1287-1306. [PMID: 34027619 DOI: 10.1007/s00592-021-01737-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 05/06/2021] [Indexed: 12/12/2022]
Abstract
One hundred years after its discovery, insulin remains the life-saving therapy for many patients with diabetes. It has been a 100-years-old success story thanks to the fact that insulin therapy has continuously integrated the knowledge developed over a century. In 1982, insulin becomes the first therapeutic protein to be produced using recombinant DNA technology. The first "mini" insulin pump and the first insulin pen become available in 1983 and 1985, respectively. In 1996, the first generation of insulin analogues were produced. In 1999, the first continuous glucose-monitoring device for reading interstitial glucose was approved by the FDA. In 2010s, the ultra-long action insulins were introduced. An equally exciting story developed in parallel. In 1966. Kelly et al. performed the first clinical pancreas transplant at the University of Minnesota, and now it is a well-established clinical option. First successful islet transplantations in humans were obtained in the late 1980s and 1990s. Their ability to consistently re-establish the endogenous insulin secretion was obtained in 2000s. More recently, the possibility to generate large numbers of functional human β cells from pluripotent stem cells was demonstrated, and the first clinical trial using stem cell-derived insulin producing cell was started in 2014. This year, the discovery of this life-saving hormone turns 100 years. This provides a unique opportunity not only to celebrate this extraordinary success story, but also to reflect on the limits of insulin therapy and renew the commitment of the scientific community to an insulin free world for our patients.
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Affiliation(s)
- Lorenzo Piemonti
- San Raffaele Diabetes Research Institute, San Raffaele Scientific Institute, IRCCS Ospedale San Raffaele, Via Olgettina 60, 20132, Milan, Italy.
- Università Vita-Salute San Raffaele, Milan, Italy.
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20
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Liu SL, Sibbald SL, Rosa A, Mahon JL, Carter DR, Peddle M, Spaic T. Patient and paramedic experiences with a direct electronic referral programme for focused hypoglycaemia education following paramedic service assist-requiring hypoglycaemia in London and Middlesex County, Ontario, Canada. Diabet Med 2021; 38:e14569. [PMID: 33774853 DOI: 10.1111/dme.14569] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 03/02/2021] [Accepted: 03/25/2021] [Indexed: 12/18/2022]
Abstract
AIMS Hypoglycaemia is a common treatment consequence in diabetes mellitus. Prior studies have shown that a large proportion of people with paramedic assist-requiring hypoglycaemia prefer not to be transported to hospital. Thus, these episodes are "invisible" to their usual diabetes care providers. A direct electronic referral programme where paramedics sent referrals focused hypoglycaemia education at the time of paramedic assessment was implemented in our region for 18 months; however, referral programme uptake was low. In this study, we examined patient and paramedic experiences with a direct electronic referral programme for hypoglycaemia education postparamedic assist-requiring hypoglycaemia, including barriers to programme referral and education attendance. METHODS We surveyed paramedics and conducted semistructured telephone interviews of patients with paramedic-assisted hypoglycaemia who consented to the referral programme and were scheduled for an education session in London and Middlesex County, Canada. RESULTS Paramedics and patient participants felt that the direct referral programme was beneficial. A third of paramedics who responded to our survey used the referral programme for each encounter where they treated patients for hypoglycaemia. Patients felt very positive about the referral programme and their paramedic encounter; however, they described embarrassment, guilt and prior negative experience as key barriers to attending education. CONCLUSIONS Paramedics and patients felt that direct referral for focused hypoglycaemia education postparamedic assist-requiring hypoglycaemia was an excellent strategy. Despite this, referral programme participation was low and thus there remain ongoing barriers to implementation and attendance. Future iterations should consider how best to meet patient needs through innovative delivery methods.
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Affiliation(s)
- Selina L Liu
- Division of Endocrinology and Metabolism, Department of Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
- St. Joseph's Health Care London, London, ON, Canada
| | - Shannon L Sibbald
- School of Health Studies, Faculty of Health Sciences, Western University, London, ON, Canada
- Department of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
- The Schulich Interfaculty Program in Public Health, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Andrew Rosa
- School of Health Studies, Faculty of Health Sciences, Western University, London, ON, Canada
| | - Jeffrey L Mahon
- Division of Endocrinology and Metabolism, Department of Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
- St. Joseph's Health Care London, London, ON, Canada
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | | | - Michael Peddle
- Division of Emergency Medicine, Department of Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Tamara Spaic
- Division of Endocrinology and Metabolism, Department of Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
- St. Joseph's Health Care London, London, ON, Canada
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21
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Stantonyonge N, Martinez-Horta S, Sampedro F, Sánchez-Saudinós MB, Chico A. Defective involuntary attention to novelty in type 1 diabetes and impaired awareness of hypoglycaemia. Diabetes Res Clin Pract 2021; 177:108898. [PMID: 34098058 DOI: 10.1016/j.diabres.2021.108898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 05/25/2021] [Accepted: 06/01/2021] [Indexed: 11/20/2022]
Abstract
AIM To determine if there are differences in terms of neurophysiology and neurocognitive functioning in a group of type 1 diabetes (T1D) patients regarding hypoglycaemia awareness. METHODS 27 patients with T1D were classified according to Clarke score as having impaired awareness of hypoglycaemia (IAH; n = 11) or normal awareness to hypoglycaemia (NAH; n = 16). We measured several clinical and sociodemographic variables and cognitive performance using neuropsychological tests. Electroencephalography was assessed during an auditory oddball task. We compared the groups in terms of clinical/sociodemographic variables as well as two event-related brain potentials (ERPs): The P3a which is associated with automatic orientation of attention to novelty, and the P3b which is associated with target detection and processing. RESULTS The IAH group performed significantly worse on the Trail Making Test part A (TMT-A) (p = 0.05). Compared to the NAH group, P3a and P3b amplitudes in the frontal-central sites were significantly lower in the IAH group (p < 0.05). The P3a was strongly associated with worse performance on the TMT-A in the IAH group (r = 0.540; p < 0.005) CONCLUSION: IAH is accompanied by decreased neurophysiological activity in ERPs associated with information processing and with the automatic orientation of attention to novelty and environmental changes. These findings suggest a possible framework to better understand the cognitive origin of IAH in this patient population.
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Affiliation(s)
- Nicole Stantonyonge
- Department of Endocrinology and Nutrition, Hospital de Santa Creu i Sant Pau, Barcelona, Spain; Department of Medicine, Autonomous University of Barcelona, Barcelona, Spain
| | - Saul Martinez-Horta
- Biomedical Research Institute Sant Pau (IIB-Sant Pau), Barcelona, Spain; Centro de Investigación Biomédica en Red-Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain; Movement Disorders Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Frederic Sampedro
- Biomedical Research Institute Sant Pau (IIB-Sant Pau), Barcelona, Spain; Centro de Investigación Biomédica en Red-Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain; Movement Disorders Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - María Belén Sánchez-Saudinós
- Biomedical Research Institute Sant Pau (IIB-Sant Pau), Barcelona, Spain; Centro de Investigación Biomédica en Red-Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain; Memory Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Ana Chico
- Department of Endocrinology and Nutrition, Hospital de Santa Creu i Sant Pau, Barcelona, Spain; Department of Medicine, Autonomous University of Barcelona, Barcelona, Spain; CIBER-Bioengineering, Biomaterials and Nanotechnology (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain.
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22
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Strollo F, Furia A, Verde P, Bellia A, Grussu M, Mambro A, Petrelli MD, Gentile S. Technological innovation of Continuous Glucose Monitoring (CGM) as a tool for commercial aviation pilots with insulin-treated diabetes and stakeholders/regulators: A new chance to improve the directives? Diabetes Res Clin Pract 2021; 172:108638. [PMID: 33358969 DOI: 10.1016/j.diabres.2020.108638] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Revised: 12/12/2020] [Accepted: 12/16/2020] [Indexed: 11/30/2022]
Abstract
Civil aviation pilots who develop insulin-treated diabetes and want to renew a Commercial Pilot License (CPL) represent a medical, social and regulatory problem. This depends on justified concerns about hypoglycemia, the most threatening event for people who carry out jobs requiring a high level of concentration and reliability. This negatively affects social and working aspects of pilots' lives, who have a high profile and a high-cost professional qualification. It could be possible now to revise this attitude thanks to the availability of Continuous Glucose Monitoring (CGM) devices. CGM clearly showed to prevent hypoglycemic events in insulin-treated diabetic patients by allowing strict monitoring and trend prediction of glucose levels. By systematizing available data on such devices and present regulations in CPL issuance worldwide, our review can be used as handy tool for a fruitful discussion among the scientific community, national and international civil aviation regulators, stakeholders and pilots, aimed at evaluating the evidence-based opportunity to revise CPL issuance criteria for insulin-treated diabetic pilots. For the above-mentioned reasons, there are, among the regulatory administrations of Civil Aviation around the globe, several different approaches and limitations set for the subjects with insulin-treated diabetes who want to obtain, or renew, a CPL.
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Affiliation(s)
- F Strollo
- AMD (Associazione Medici Diabetologi), ESAM (European Society of Aerospace Medicine) and IRCCS San Raffaele Pisana, Rome, Italy.
| | - A Furia
- ENAC (Italian National Civil Aviation Authority), Aeromedical Section, Rome, Italy
| | - P Verde
- AIMAS (Italian Association of AeroSpace Medicine) and IAF (Italian Air Force), Experimental Flight Center, Aerospace Medicine Department, Pratica di Mare, Rome, Italy
| | - A Bellia
- SID (Società Italiana di Diabetologia), Department of Systems Medicine, Rome University, "Tor Vergata", Italy
| | - M Grussu
- ANIAD (Italian National Association of Athletes with Diabetes), Oristano, Italy
| | - A Mambro
- AIMAS (Italian Association of AeroSpace Medicine), Anesthesiology and Resuscitation Unit, Alesini CTO Hospital, Rome, Italy
| | - M D Petrelli
- SID (Società Italiana di Diabetologia), Clinic of Endocrinology and Metabolic Diseases, Polytechnic University of Marche, Ancona, Italy
| | - S Gentile
- Associazione Medici Diabetologi), Campania University "Luigi Vanvitelli", Naples, Italy, and Nefrocenter Research & Nyx Start-UP, Naples, Italy
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23
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Iwase M, Komorita Y, Fujii H, Ohkuma T, Ide H, Yoshinari M, Oku Y, Higashi T, Nakamura U, Kitazono T. Incidence of severe hypoglycemia and its association with serum adiponectin in Japanese patients with type 1 and insulin-treated type 2 diabetes: The Fukuoka Diabetes Registry. J Diabetes Investig 2020; 11:1258-1264. [PMID: 32180356 PMCID: PMC7477501 DOI: 10.1111/jdi.13253] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 02/25/2020] [Accepted: 03/15/2020] [Indexed: 11/28/2022] Open
Abstract
AIMS/INTRODUCTION The incidence of severe hypoglycemia and its risk factors including an insulin-sensitizing adipokine, adiponectin, were prospectively investigated in Japanese patients with type 1 or insulin-treated type 2 diabetes. MATERIALS AND METHODS A total of 207 participants with type 1 diabetes (mean age 55 years) and 1,396 with insulin-treated type 2 diabetes (mean age 65 years) from the local diabetes registry were followed for 5 years (follow-up rate 99%). Severe hypoglycemia was defined as events requiring the assistance of others for recovery from hypoglycemia. RESULTS The incidence of severe hypoglycemia was 9.2 per 100 person-years in those with type 1 diabetes, and 2.3 per 100 person-years in those with insulin-treated type 2 diabetes, respectively. For type 1 diabetes, the risk was significant in those with a history of severe hypoglycemia within the previous year, slow eating and higher serum adiponectin (the highest vs the lowest in quartile hazard ratio 2.36, 95% confidence interval 1.22-4.69). For insulin-treated type 2 diabetes, the risk included age ≥65 years, history of severe hypoglycemia within the previous year, alcohol consumption ≥60 g/day, larger insulin dose and higher serum adiponectin (the highest vs the lowest in quartile, hazard ratio 2.95, 95% confidence interval 1.22-4.69). For all participants, the incidence of severe hypoglycemia increased along with serum adiponectin (age- and sex-adjusted hazard ratio 1.65 per 1 standard deviation increase of log serum adiponectin, 95% confidence interval 1.45-1.87). CONCLUSIONS The incidence of severe hypoglycemia was prospectively determined, and the association between severe hypoglycemia and higher serum adiponectin was observed in Japanese patients with type 1 and insulin-treated type 2 diabetes.
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Affiliation(s)
- Masanori Iwase
- Department of Medicine and Clinical ScienceGraduate School of Medical SciencesKyushu UniversityFukuokaJapan
- Diabetes Center and Clinical Research CenterHakujyuji HospitalFukuokaJapan
| | - Yuji Komorita
- Department of Medicine and Clinical ScienceGraduate School of Medical SciencesKyushu UniversityFukuokaJapan
| | - Hiroki Fujii
- Department of Medicine and Clinical ScienceGraduate School of Medical SciencesKyushu UniversityFukuokaJapan
| | - Toshiaki Ohkuma
- Department of Medicine and Clinical ScienceGraduate School of Medical SciencesKyushu UniversityFukuokaJapan
| | - Hitoshi Ide
- Department of Medicine and Clinical ScienceGraduate School of Medical SciencesKyushu UniversityFukuokaJapan
| | - Masahito Yoshinari
- Department of Medicine and Clinical ScienceGraduate School of Medical SciencesKyushu UniversityFukuokaJapan
| | - Yutaro Oku
- Department of Medicine and Clinical ScienceGraduate School of Medical SciencesKyushu UniversityFukuokaJapan
| | - Taiki Higashi
- Department of Medicine and Clinical ScienceGraduate School of Medical SciencesKyushu UniversityFukuokaJapan
| | - Udai Nakamura
- Department of Medicine and Clinical ScienceGraduate School of Medical SciencesKyushu UniversityFukuokaJapan
| | - Takanari Kitazono
- Department of Medicine and Clinical ScienceGraduate School of Medical SciencesKyushu UniversityFukuokaJapan
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de Galan BE, McCrimmon RJ, Ibberson M, Heller SR, Choudhary P, Pouwer F, Speight J, Carlton J, Pieber TR, Rosilio M, Tack CJ, Müllenborn M. Reducing the burden of hypoglycaemia in people with diabetes through increased understanding: design of the Hypoglycaemia REdefining SOLutions for better liVEs (Hypo-RESOLVE) project. Diabet Med 2020; 37:1066-1073. [PMID: 31970814 PMCID: PMC7317819 DOI: 10.1111/dme.14240] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/16/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND Hypoglycaemia is the most frequent complication of treatment with insulin or insulin secretagogues in people with diabetes. Severe hypoglycaemia, i.e. an event requiring external help because of cognitive dysfunction, is associated with a higher risk of adverse cardiovascular outcomes and all-cause mortality, but underlying mechanism(s) are poorly understood. There is also a gap in the understanding of the clinical, psychological and health economic impact of 'non-severe' hypoglycaemia and the glucose level below which hypoglycaemia causes harm. AIM To increase understanding of hypoglycaemia by addressing the above issues over a 4-year period. METHODS Hypo-RESOLVE is structured across eight work packages, each with a distinct focus. We will construct a large, sustainable database including hypoglycaemia data from >100 clinical trials to examine predictors of hypoglycaemia and establish glucose threshold(s) below which hypoglycaemia constitutes a risk for adverse biomedical and psychological outcomes, and increases healthcare costs. We will also investigate the mechanism(s) underlying the antecedents and consequences of hypoglycaemia, the significance of glucose sensor-detected hypoglycaemia, the impact of hypoglycaemia in families, and the costs of hypoglycaemia for healthcare systems. RESULTS The outcomes of Hypo-RESOLVE will inform evidence-based definitions regarding the classification of hypoglycaemia in diabetes for use in daily clinical practice, future clinical trials and as a benchmark for comparing glucose-lowering interventions and strategies across trials. Stakeholders will be engaged to achieve broadly adopted agreement. CONCLUSION Hypo-RESOLVE will advance our understanding and refine the classification of hypoglycaemia, with the ultimate aim being to alleviate the burden and consequences of hypoglycaemia in people with diabetes.
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Affiliation(s)
- B. E. de Galan
- Radboud University Medical CentreNijmegenThe Netherlands
- Maastricht University Medical Centre+MaastrichtThe Netherlands
| | | | - M. Ibberson
- Swiss Institute of BioinformaticsLausanneSwitzerland
| | | | | | - F. Pouwer
- University of Southern DenmarkOdenseDenmark
- Deakin UniversityGeelongAustralia
| | - J. Speight
- University of Southern DenmarkOdenseDenmark
- Deakin UniversityGeelongAustralia
- Australian Centre for Behavioural Research in DiabetesMelbourneAustralia
| | | | | | - M. Rosilio
- Lilly FranceNeuilly‐sur‐Seine CedexFrance
| | - C. J. Tack
- Radboud University Medical CentreNijmegenThe Netherlands
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Heller SR, Peyrot M, Oates SK, Taylor AD. Hypoglycemia in patient with type 2 diabetes treated with insulin: it can happen. BMJ Open Diabetes Res Care 2020; 8:8/1/e001194. [PMID: 32546549 PMCID: PMC7299018 DOI: 10.1136/bmjdrc-2020-001194] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 04/29/2020] [Accepted: 05/09/2020] [Indexed: 02/06/2023] Open
Abstract
There are many misconceptions about the prevalence and effects of hypoglycemia in people with type 2 diabetes (T2D), including hypoglycemia does not occur or does not have adverse consequences in T2D. This narrative review aims to help dispel these myths. Around 25% of people with T2D taking insulin for >5 years were found to have severe hypoglycemic events, which is comparable to the severe hypoglycemia rate in adults with type 1 diabetes (T1D) diagnosed within 5 years. The total number of hypoglycemic events among insulin-treated T2D, including severe hypoglycemia, is as high or higher than among those with T1D. Recent evidence suggests serious consequences of hypoglycemia may, in some respects, be greater in individuals with T2D, particularly regarding effects on the cardiovascular system. Hypoglycemia is generally patient-reported. Issues with hypoglycemia unawareness, limited glucose testing, limited recall, lack of event logging and fear of failure or shaming limits the number of hypoglycemic episodes reported by people with diabetes. Barriers to healthcare provider inquiry and reporting include lack of knowledge regarding the problem's magnitude, competing priorities during patient visits, lack of incentives to report and limitations to documentation systems for adequate reporting. All people with diabetes should be encouraged to discuss their experiences with hypoglycemia without judgment or shame. Glucose targets, testing schedules (blood glucose or continuous glucose monitoring) and treatment plans should be reviewed often and individualized to the minimize risk of hypoglycemia. Finally, people with T2D on insulin should always be encouraged to have oral glucose and rescue medication immediately available.
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Affiliation(s)
- Simon R Heller
- Endocrinology & Metabolism, University of Sheffield, Sheffield, UK
| | - Mark Peyrot
- Sociology, Loyola University Maryland, Baltimore, Maryland, USA
| | - Shannon K Oates
- Endocrinology & Metabolism, Indiana University Health Arnett Hospital, Lafayette, Indiana, USA
| | - April D Taylor
- Medical Development, Lilly USA, Indianapolis, Indiana, USA
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Andreano A, Bosio M, Russo AG. Emergency attendance for acute hyper- and hypoglycaemia in the adult diabetic population of the metropolitan area of Milan: quantifying the phenomenon and studying its predictors. BMC Endocr Disord 2020; 20:72. [PMID: 32429960 PMCID: PMC7238653 DOI: 10.1186/s12902-020-0546-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Accepted: 05/06/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND We quantified, among diabetic adults, the frequency, costs, and factors associated with visits to the emergency department (EDs) and subsequent hospitalizations for acute hypoglycaemic and hyperglycaemic events. METHODS We included adults with diabetes residing in the Milan Agency for Health Protection between 2015 and 2017. From healthcare databases, we identified demographic variables, comorbidities, type of treatment, insulin treatment duration, previous ED attendances for acute glycaemic events, and two indicators of glycaemic monitoring. Using a validated ICD-9-CM coding algorithm, we identified all ED attendances for acute glycaemic events from the ED database and calculated their incidence. We computed the direct costs from health databases and presented them as average annual mean costs for those having had at least an ED attendance. The analysis of the association between the number of ED attendances and potential determinants was performed using zero-inflated negative binomial regression models. These two-part models concomitantly estimate two sets of parameters: the odds-ratios (ORs) of having no attendances and the incidence rate ratios (IRRs) of attendance. RESULTS The cohort included 168,285 subjects, 70% of subjects were older than 64 years, 56% were males, and 26% were treated with insulin. The incidence of acute glycaemic events for those attending the ED was 7.0 per 1000 patient-years, followed by hospitalization 26.0% of the time. The total annual direct cost for ED attendances due to acute glycaemic events was 174,000 €. Type of antidiabetic treatment had the strongest association with ED attendances for hypoglycaemia. Patients assuming insulin only had a lower probability of having no attendances (OR compared to those who assumed non-insulin antidiabetic drugs =0.01, 95% CI = 0.00-0.02). These patients also had the highest rate of hyperglycaemic episodes (IRR = 7.7, 95% CI = 5.1-11.7 for insulin only vs. non-insulin antidiabetic drugs). Subjects having had a previous episode of the same type leading to an ED visit had a higher rate of subsequent attendances (IRR for hypoglycaemia = 5.3, 95% CI = 3.9-7.3 and IRR for hyperglycaemia = 3.7, 95% CI = 1.3-10.2). CONCLUSION Insulin treatment and having had a prior acute glycaemic event leading to an ED visit were major predictors of ED attendance for hyper and hypoglycaemia in a population of adults with diabetes.
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Affiliation(s)
- Anita Andreano
- Epidemiology Unit, Agency for Health Protection (ATS) of Milan, C.so Italia, 19, 20122 Milano, Milan, (MI) Italy
| | - Marco Bosio
- General Directorate, Agency for Health Protection (ATS) of Milan, Milan, Italy
| | - Antonio Giampiero Russo
- Epidemiology Unit, Agency for Health Protection (ATS) of Milan, C.so Italia, 19, 20122 Milano, Milan, (MI) Italy
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Prevalence of severe hypoglycemia in a cohort of patients with type 1 diabetes. ACTA ACUST UNITED AC 2020; 68:47-52. [PMID: 32349942 DOI: 10.1016/j.endinu.2020.01.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Revised: 01/06/2020] [Accepted: 01/09/2020] [Indexed: 11/24/2022]
Abstract
INTRODUCTION Hypoglycemia is the major limiting factor in the glycemic management of type 1 diabetes. Severe hypoglycemia puts patients at risk of injury and death. Recurrent hypoglycemia leads to impaired awareness of hypoglycemia and this increases the risk of severe hypoglycemia. Recent studies have reported rates for severe hypoglycemia of 35% in type 1 diabetic patients. OBJECTIVES To assess the prevalence of severe hypoglycemia in type 1 diabetes mellitus patients and to evaluate the relationship between this and impaired awareness of hypoglycemia according to the Clarke test. PATIENTS AND METHODS The following data were collected from a cohort of type 1 diabetic patients: age, gender, duration of type 1 diabetes, treatment (multiple daily insulin injection or continuous subcutaneous insulin infusion), glycemia self-control, HbA1c, episodes of severe hypoglycemia and impaired awareness of hypoglycemia. RESULTS Of the participants, 39.8% had had at least one episode of severe hypoglycemia (in the previous 6 months), 11.4% with loss of consciousness (in the previous 12 months). According to the Clark test, 40.9% had impaired awareness of hypoglycemia. Older age and longer duration of diabetes were associated with a higher prevalence of severe hypoglycemia with unconsciousness; older age and a lower level of HbA1c were associated with impaired awareness of hypoglycemia. CONCLUSIONS Our study allows us to confirm the high rate of severe hypoglycemia and impaired awareness of hypoglycemia in patients with type 1 diabetes.
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Abstract
PURPOSE OF REVIEW The effects of hypoglycemia can result in injury, including at work. Our goal was to review the recent medical literature regarding hypoglycemia and occupational injuries and provide guidance to clinicians asked to render opinions regarding fitness for work duties in individuals with diabetes. RECENT FINDINGS Recent studies contain conflicting conclusions regarding the occupational risks posed by workers with diabetes. However, the US Federal Motor Carrier Safety Administration concluded there was sufficient evidence to change the rule that previously disqualified commercial drivers with insulin-treated diabetes. Blanket employment policies that disqualify workers with diabetes are unnecessary in many occupational fields. In assessing occupational risks and fitness for duty in workers with diabetes, it is important to perform an individualized assessment of the worker and consider the risk factors for hypoglycemia, information from the treating clinician, essential functions of the job, and, if needed, availability of reasonable accommodations.
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Affiliation(s)
- Robert M Gerbo
- Department of Occupational and Environmental Sciences, Section of Occupational Medicine, West Virginia University School of Public Health, 3860 Health Sciences Center, Morgantown, WV, 26506-9145, USA.
| | - Chuan Fang Jin
- Department of Occupational and Environmental Sciences, Section of Occupational Medicine, West Virginia University School of Public Health, 3860 Health Sciences Center, Morgantown, WV, 26506-9145, USA
| | - Karen Clark
- Department of Medicine, Section of General Internal Medicine, West Virginia University School of Medicine, Morgantown, WV, USA
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