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Berthon W, McGurnaghan SJ, Blackbourn LAK, Mellor J, Gibb FW, Heller S, Kennon B, McCrimmon RJ, Philip S, Sattar N, McKeigue PM, Colhoun HM. Ongoing burden and recent trends in severe hospitalised hypoglycaemia events in people with type 1 and type 2 diabetes in Scotland: A nationwide cohort study 2016-2022. Diabetes Res Clin Pract 2024; 210:111642. [PMID: 38548109 DOI: 10.1016/j.diabres.2024.111642] [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: 01/31/2024] [Revised: 03/10/2024] [Accepted: 03/25/2024] [Indexed: 04/07/2024]
Abstract
AIMS We examined severe hospitalised hypoglycaemia (SHH) rates in people with type 1 and type 2 diabetes in Scotland during 2016-2022, stratifying by sociodemographics. METHODS Using the Scottish National diabetes register (SCI-Diabetes), we identified people with type 1 and type 2 diabetes alive anytime during 2016-2022. SHH events were determined through linkage to hospital admission and death registry data. We calculated annual SHH rates overall and by age, sex, and socioeconomic status. Summary estimates of time and stratum effects were obtained by fitting adjusted generalised additive models using R package mgcv. RESULTS Rates for those under 20 with type 1 diabetes reached their minimum at the 2020-2021 transition, 30% below the study period average. A gradual decline over time also occurred among 20-49-year-olds with type 1 diabetes. Overall, females had 15% higher rates than males with type 2 diabetes (rate ratio 1.15, 95% CI 1.08-1.22). People in the most versus least deprived quintile experienced 2.58 times higher rates (95% CI 2.27-2.93) in type 1 diabetes and 2.33 times higher (95% CI 2.08-2.62) in type 2 diabetes. CONCLUSIONS Despite advances in care, SHH remains a significant problem in diabetes. Future efforts must address the large socioeconomic disparities in SHH risks.
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Affiliation(s)
- William Berthon
- Usher Institute, College of Medicine and Veterinary Medicine, The University of Edinburgh, Edinburgh, UK.
| | - Stuart J McGurnaghan
- Institute of Genetics and Cancer, College of Medicine and Veterinary Medicine, The University of Edinburgh, Edinburgh, UK
| | - Luke A K Blackbourn
- Institute of Genetics and Cancer, College of Medicine and Veterinary Medicine, The University of Edinburgh, Edinburgh, UK
| | - Joseph Mellor
- Usher Institute, College of Medicine and Veterinary Medicine, The University of Edinburgh, Edinburgh, UK
| | - Fraser W Gibb
- Edinburgh Centre for Endocrinology & Diabetes, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Simon Heller
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
| | - Brian Kennon
- Queen Elizabeth University Hospital, Glasgow, UK
| | - Rory J McCrimmon
- Division of Molecular and Clinical Medicine, University of Dundee, Dundee, UK
| | - Sam Philip
- JJR Macleod Centre for Diabetes & Endocrinology, Aberdeen Royal Infirmary, Aberdeen, UK
| | - Naveed Sattar
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK
| | - Paul M McKeigue
- Usher Institute, College of Medicine and Veterinary Medicine, The University of Edinburgh, Edinburgh, UK
| | - Helen M Colhoun
- Institute of Genetics and Cancer, College of Medicine and Veterinary Medicine, The University of Edinburgh, Edinburgh, UK; Public Health Scotland, Glasgow, UK
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Orozco-Beltrán D, Alvarez-Guisasola F, López-Simarro F, Miranda-Fernández-Santos C, Pérez Pérez A. Opinion of primary care physicians on the use of continuous glucose monitoring in type 2 diabetes. ENDOCRINOL DIAB NUTR 2023; 70:656-658. [PMID: 38000968 DOI: 10.1016/j.endien.2023.11.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 09/28/2023] [Indexed: 11/26/2023]
Affiliation(s)
- Domingo Orozco-Beltrán
- Medicina de Familia, Universidad Miguel Hernández de Elche. Departamento de Medicina Clínica, Centro de Salud Cabo Huertas, Alicante, Spain.
| | - Fernando Alvarez-Guisasola
- Medicina de Familia, Sociedad Española de Medicina de Familia y Comunitaria (SEMFYC), Centro de Salud Ribera de Órbigo, Benavides de Órbigo, León, Spain
| | - Flora López-Simarro
- Medicina de Familia, Barcelona, Spain; Sociedad Española de Médicos de Atención Primaria (SEMERGEN), Madrid, Spain
| | | | - Antonio Pérez Pérez
- Servicio de Endocrinología y Nutrición, Hospital de la Santa Creu i Sant Pau, Universidad Autónoma de Barcelona, CIBERDEM, Barcelona, Spain.
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Osumili B, Artime E, Mitchell B, Rubio-de Santos M, Díaz-Cerezo S, Giménez M, Spaepen E, Sharland H, Valentine WJ. Cost of Severe Hypoglycemia and Budget Impact with Nasal Glucagon in Patients with Diabetes in Spain. Diabetes Ther 2022; 13:775-794. [PMID: 35297026 PMCID: PMC8991229 DOI: 10.1007/s13300-022-01238-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 02/23/2022] [Indexed: 11/28/2022] Open
Abstract
INTRODUCTION Severe hypoglycemic events (SHE) represent a clinical and economic burden in patients with diabetes. Nasal glucagon (NG) is a novel treatment for SHEs with similar efficacy, but with a usability advantage over injectable glucagon (IG) that may translate to improved economic outcomes. The economic implications of this usability advantage on SHE-related spending in Spain were explored in this analysis. METHODS A cost-offset and budget impact analysis (BIA) was conducted using a decision tree model, adapted for the Spanish setting. The model calculated average costs per SHE over the SHE treatment pathway following a treatment attempt with IG or NG. Analyses were performed separately in three populations with insulin-treated diabetes: children and adolescents (4-17 years) with type 1 diabetes (T1D), adults with T1D and adults with type 2 diabetes (T2D), with respective population estimates applied in BIA. Treatment probabilities were assumed to be equal for IG and NG, except for treatment success following glucagon administration. Epidemiologic and cost data were obtained from Spanish-specific sources. BIA results were presented at a 3-year time horizon. RESULTS On a per SHE level, NG was associated with lower costs compared to IG (children and adolescents with T1D, EUR 820; adults with T1D, EUR 804; adults with T2D, EUR 725). Lower costs were attributed to reduced costs of professional medical assistance in patients treated with NG. After 3 years, BIA showed that relative to IG, the introduction of NG was projected to reduce SHE-related spending by EUR 1,158,969, EUR 142,162,371, and EUR 6,542,585 in children and adolescents with T1D, adults with T1D, and adults with insulin-treated T2D, respectively. CONCLUSIONS In Spain, the usability advantage of NG over IG translates to potential cost savings per SHE in three populations with insulin-treated diabetes, and the introduction of NG was associated with a lower budget impact versus IG in each group.
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Affiliation(s)
| | | | | | | | | | - Marga Giménez
- Diabetes Unit, Endocrinology and Nutrition Department, IMDM, Hospital Clínic i Universitari de Barcelona, Barcelona, Spain
| | | | - Helen Sharland
- Ossian Health Economics and Communications GmbH, Bäumleingasse 20, 4051, Basel, Switzerland
| | - William J Valentine
- Ossian Health Economics and Communications GmbH, Bäumleingasse 20, 4051, Basel, Switzerland.
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Ali MK, Pearson-Stuttard J, Selvin E, Gregg EW. Interpreting global trends in type 2 diabetes complications and mortality. Diabetologia 2022; 65:3-13. [PMID: 34837505 PMCID: PMC8660730 DOI: 10.1007/s00125-021-05585-2] [Citation(s) in RCA: 110] [Impact Index Per Article: 55.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 08/03/2021] [Indexed: 12/16/2022]
Abstract
International trends in traditional diabetes complications (cardiovascular, renal, peripheral vascular, ophthalmic, hepatic or neurological diseases) and mortality rates are poorly characterised. An earlier review of studies published up to 2015 demonstrated that most data come from a dozen high-income countries (HICs) in North America, Europe or the Asia-Pacific region and that, in these countries at least, rates of acute glycaemic fluctuations needing medical attention and amputations, myocardial infarction and mortality were all declining over the period. Here, we provide an updated review of published literature on trends in type 2 diabetes complications and mortality in adults since 2015. We also discuss issues related to data collection, analysis and reporting that have influenced global trends in type 2 diabetes and its complications. We found that most data on trends in type 2 diabetes, its complications and mortality come from a small number of HICs with comprehensive surveillance systems, though at least some low- and middle-income countries (LMICs) from Africa and Latin America are represented in this review. The published data suggest that HICs have experienced declines in cardiovascular complication rates and all-cause mortality in people with diabetes. In parallel, cardiovascular complications and mortality rates in people with diabetes have increased over time in LMICs. However, caution is warranted in interpreting trends from LMICs due to extremely sparse data or data that are not comparable across countries. We noted that approaches to case ascertainment and definitions of complications and mortality (numerators) and type 2 diabetes (the denominator) vary widely and influence the interpretation of international data. We offer four key recommendations to more rigorously document trends in rates of type 2 diabetes complications and mortality, over time and worldwide: (1) increasing investments in data collection systems; (2) standardising case definitions and approaches to ascertainment; (3) strengthening analytical capacity; and (4) developing and implementing structured guidelines for reporting of data.
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Affiliation(s)
- Mohammed K Ali
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
- Department of Family and Preventive Medicine, School of Medicine, Emory University, Atlanta, GA, USA.
| | - Jonathan Pearson-Stuttard
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK
- Health Analytics, Lane Clark & Peacock LLP, London, UK
| | - Elizabeth Selvin
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Edward W Gregg
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK.
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Lee SE, Kim KA, Son KJ, Song SO, Park KH, Park SH, Nam JY. Trends and risk factors in severe hypoglycemia among individuals with type 2 diabetes in Korea. Diabetes Res Clin Pract 2021; 178:108946. [PMID: 34252506 DOI: 10.1016/j.diabres.2021.108946] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 07/02/2021] [Accepted: 07/06/2021] [Indexed: 11/24/2022]
Abstract
AIMS Because of the development of new classes of antidiabetic drugs, hypoglycemic events were expected to decrease. We investigated the trends and risk factors for severe hypoglycemia in subjects with type 2 diabetes in Korea. METHODS We conducted repeated cross-sectional analyses using a Korean National Health Insurance Service-National Sample Cohort from 2006 to 2015. Severe hypoglycemia was defined as hospitalization or a visit to an emergency department with diagnosis of hypoglycemia using ICD-10 codes. RESULTS During the study period, the prevalence of type 2 diabetes continuously increased. The percentage of patients prescribed metformin and dipeptidyl peptidase-4 inhibitor increased, while the use of sulfonylurea decreased considerably, especially since 2009. The proportion of patients prescribed ≥3 classes of drugs continually increased. Age-standardized incidence of severe hypoglycemia per 1000 patients with diabetes increased from 6.00 to 8.24 between 2006 and 2010, and then fell to 6.49 in 2015. Predictors of severe hypoglycemia included female, older age, comorbidities, polypharmacy, and sulfonylurea or insulin usage. CONCLUSIONS Trends of severe hypoglycemia were associated with changes in drug classes rather than number of antidiabetic drugs. Relentless efforts to reduce the prescription of drugs with a high risk of hypoglycemia should be implemented, particularly for older women with multiple comorbidities.
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Affiliation(s)
- Seung Eun Lee
- Department of Internal Medicine, Dongguk University Ilsan Hospital, Goyang, Republic of Korea.
| | - Kyoung-Ah Kim
- Department of Internal Medicine, Dongguk University Ilsan Hospital, Goyang, Republic of Korea.
| | - Kang Ju Son
- Department of Research and Analysis, National Health Insurance Service Ilsan Hospital, Goyang, Republic of Korea; Department of Biostatistics and Computing, Yonsei University Graduate School, Seoul, Republic of Korea.
| | - Sun Ok Song
- Department of Internal Medicine, National Health Insurance Service Ilsan Hospital, Goyang, Republic of Korea.
| | - Kyeong Hye Park
- Department of Internal Medicine, National Health Insurance Service Ilsan Hospital, Goyang, Republic of Korea.
| | - Se Hee Park
- Department of Internal Medicine, National Health Insurance Service Ilsan Hospital, Goyang, Republic of Korea.
| | - Joo Young Nam
- Department of Internal Medicine, National Health Insurance Service Ilsan Hospital, Goyang, Republic of Korea.
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