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Maharjan J, Pandit S, Arne Johansson K, Khanal P, Karmacharya B, Kaur G, Kumar Aryal K. Effectiveness of interventions for emergency care of hypoglycaemia and diabetic ketoacidosis: A systematic review. Diabetes Res Clin Pract 2024; 207:111078. [PMID: 38154537 DOI: 10.1016/j.diabres.2023.111078] [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: 11/02/2023] [Revised: 12/15/2023] [Accepted: 12/20/2023] [Indexed: 12/30/2023]
Abstract
AIM This systematic review aims to provide evidence on effectiveness of interventions used in emergency care of hypoglycaemia and diabetic ketoacidosis (DKA). METHODOLOGY This is a systematic review of randomized controlled trials and analytical studies. We selected studies based on eligibility criteria. The databases Medline, Cochrane library and Embase were searched from their inception till November 2, 2022, using search strategy. We used the term such as "diabetes mellitus", "treatment", "hypoglycaemia", "diabetic ketoacidosis", "low blood sugar", "high blood sugar" and Mesh terms like "disease management", "hypoglycaemia", "diabetic ketoacidosis", and "diabetes mellitus" to form search strategy. RESULTS Hypoglycemia: Both 10 % dextrose (D10) and 50 % dextrose (D50) are effective options with similar hospital mortality D10 (4.7 %) and D50 (6.2 %). DKA: Low dose insulin is non-inferior to standard dose with time till resolution of DKA 16.5 (7.2) hours and 17.2 (7.7) hours (p value = 0.73) respectively. In children, subcutaneous insulin was associated with reduced ICU admissions and hospital readmissions (67.8 % to 27.9 %). Plasmalyte (PL) is noninferior to sodium chloride (SC), with ICU length of stay 49 h (IQR 23-72) and 55 h (IQR 41-80) respectively, hyperchloremia was associated with longer in-hospital length of stay and longer time to resolution of DKA. And potassium replacement at < 10 mmol/L was associated with higher mortality (n = 72). CONCLUSION We conclude either of the 10 % or 50 % dextrose is effective for management of hypoglycaemia. For DKA subcutaneous insulin and intravenous insulin, chloride levels ≤ 109 mEq/L, potassium above 10 mmol/l, IV fluids like Plasmalyte and normal saline are effective.
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Affiliation(s)
- Jasmine Maharjan
- Centre for International Health, Department of Global Public Health and Primary Care, University of Bergen, Norway.
| | - Sagar Pandit
- Centre for International Health, Department of Global Public Health and Primary Care, University of Bergen, Norway
| | - Kjell Arne Johansson
- Bergen Centre for Ethics and Priority Setting in Health (BCEPS), Department of Global Public Health and Primary Care, University of Bergen, Norway
| | - Pratik Khanal
- Bergen Centre for Ethics and Priority Setting in Health (BCEPS), Department of Global Public Health and Primary Care, University of Bergen, Norway
| | - Biraj Karmacharya
- Bergen Centre for Ethics and Priority Setting in Health (BCEPS), Department of Global Public Health and Primary Care, University of Bergen, Norway; Kathmandu University, School of Medical Sciences, Kathmandu University, Nepal
| | - Gunjeet Kaur
- Bergen Centre for Ethics and Priority Setting in Health (BCEPS), Department of Global Public Health and Primary Care, University of Bergen, Norway
| | - Krishna Kumar Aryal
- Bergen Centre for Ethics and Priority Setting in Health (BCEPS), Department of Global Public Health and Primary Care, University of Bergen, Norway
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Sinclair JE, Austin MA, Leduc S, Dionne R, Froats M, Marchand J, Vaillancourt C. Patient and Prehospital Predictors of Hospital Admission for Patients With and Without Histories of Diabetes Treated by Paramedics for Hypoglycemia: A Health Record Review Study. PREHOSP EMERG CARE 2022; 27:955-966. [PMID: 36264569 DOI: 10.1080/10903127.2022.2137863] [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: 08/19/2022] [Revised: 09/29/2022] [Accepted: 10/15/2022] [Indexed: 10/24/2022]
Abstract
OBJECTIVES The objectives of this study were to describe the characteristics, management, and outcomes of patients treated by paramedics for hypoglycemia, and to determine the predictors of hospital admission for these patients within 72 hours of the initial hypoglycemia event. METHODS We performed a health record review of paramedic call reports and emergency department records over a 12-month period. We queried prehospital databases to identify cases, which included all patients ⩾18 years with prehospital glucose readings of <72 mg/dl (<4.0 mmol/L) and excluded terminally ill and cardiac arrest patients. We developed and piloted a standardized data collection tool and obtained consensus on all data definitions before initiation of data extraction by trained investigators. Data analyses included descriptive statistics univariate and logistic regression presented as adjusted odds ratios (aOR) with 95% confidence intervals (95%CI). RESULTS There were 791 patients with the following characteristics: mean age 56.2, male 52.3%, type 1 diabetes 11.6%, on insulin 43.3%, median initial glucose 54.0 mg/dl (3.0 mmol/L), from home 56.4%. They were treated by advanced care paramedics 80.1%, received intravenous D50 37.8%, intramuscular glucagon 17.8%, oral complex carbs/protein 25.7%, and accepted transport to hospital 70.2%. Among those transported, 134 (24.3%) were initially admitted and four more were admitted within 72 hours. One patient was admitted, discharged, and admitted again within 72 hours. Patients without documented histories of diabetes (aOR 2.35, CI 1.13-4.86), with cardiovascular disease (aOR 1.81, CI 1.10-3.00), on corticosteroids (aOR 4.63, CI 2.15-9.96), on oral hypoglycemic agent(s) (aOR 1.92, CI 1.02-3.62), or those given glucagon (aOR 1.77, CI 1.07-2.93) on scene were more likely to be admitted to hospital, whereas patients on insulin (aOR 0.49, CI 0.27-0.91), able to tolerate complex oral carbs/protein (aOR 0.22, CI 0.10-0.48), with final GCS scores of 15 (aOR 0.53, CI 0.34-0.83), or from public locations (aOR 0.40, CI 0.21-0.75) were less likely to be admitted. CONCLUSIONS There are several patient and prehospital management characteristics which, in combination, could be incorporated into a safe clinical decision tool for patients who present with hypoglycemia.
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Affiliation(s)
| | - Michael A Austin
- Regional Paramedic Program for Eastern Ontario, Ottawa, Ontario
- Department of Emergency Medicine, University of Ottawa, Ottawa, Ontario
- Ottawa Hospital Research Institute, Ottawa, Ontario
| | - Shannon Leduc
- Ottawa Hospital Research Institute, Ottawa, Ontario
- Ottawa Paramedic Service, Ottawa, Ontario
| | - Richard Dionne
- Regional Paramedic Program for Eastern Ontario, Ottawa, Ontario
- Department of Emergency Medicine, University of Ottawa, Ottawa, Ontario
| | - Mark Froats
- Regional Paramedic Program for Eastern Ontario, Ottawa, Ontario
- Department of Emergency Medicine, Queen's University, Kingston, Ontario
| | - Jane Marchand
- Regional Paramedic Program for Eastern Ontario, Ottawa, Ontario
| | - Christian Vaillancourt
- Regional Paramedic Program for Eastern Ontario, Ottawa, Ontario
- Department of Emergency Medicine, University of Ottawa, Ottawa, Ontario
- Ottawa Hospital Research Institute, Ottawa, Ontario
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Nuzzo A, Brignoli A, C Ponziani M, Zavattaro M, Prodam F, Castello LM, Avanzi GC, Marzullo P, Aimaretti G. Aging and comorbidities influence the risk of hospitalization and mortality in diabetic patients experiencing severe hypoglycemia. Nutr Metab Cardiovasc Dis 2022; 32:160-166. [PMID: 34802847 DOI: 10.1016/j.numecd.2021.09.016] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 08/29/2021] [Accepted: 09/12/2021] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND AIMS To assess the risk of hospitalization and mortality within 1 year of severe hypoglycaemia and theirs clinical predictors. METHODS AND RESULTS We retrospectively examined 399 admissions for severe hypoglycemia in adults with DM at the Emergency Department (ED) of the University Hospital of Novara (Italy) between 2012-2017, and we compared the clinical differences between older (aged ≥65 years) and younger individuals (aged 18-64 years). A logistic regression model was used to explore predictors of hospitalization following ED access and 1-year later, according to cardiovascular (CV) or not (no-CV) reasons; 1-year all-cause mortality was also detected. The study cohort comprised 302 patients (median [IQR] age 75 [17] years, 50.3% females, 93.4% white, HbA1c level 7.6% [1.0%]). Hospitalization following ED access occurred in 16.2% of patients and kidney failure (OR 0.50 [95% CI 1.29-5.03]) was the only predictor of no-CV specific hospitalization; 1-year hospitalization occurred in 24.5% of patients and obesity (OR 3.17 [95% CI 1.20-8.12]) and pre-existing heart disease (OR 3.20 [95% 1.20-9.39]) were associated with CV specific hospitalization; 1-year all-cause mortality occurred in 14.9% of patients and was associated with older age (OR 1.12 [95% CI 1.07-1.18]) and pre-existing heart disease (OR 2.63 [95% CI 1.19-6.14]) CONCLUSIONS: Severe hypoglycemia is associated with risk of hospitalization and mortality mainly in elderly patients and it may be predictive of future cardiovascular events in diabetic patients with pre-existing heart disease and obesity.
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Affiliation(s)
- Alessandro Nuzzo
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy.
| | - Andrea Brignoli
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - Maria C Ponziani
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - Marco Zavattaro
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - Flavia Prodam
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - Luigi M Castello
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy; Emergency Medicine Department, AOU Maggiore della Carità, Novara, Italy
| | - Gian C Avanzi
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy; Emergency Medicine Department, AOU Maggiore della Carità, Novara, Italy
| | - Paolo Marzullo
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy; Division of General Medicine, Ospedale S. Giuseppe, I.R.C.C.S. Istituto Auxologico Italiano, Verbania, Italy
| | - Gianluca Aimaretti
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
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Holstein DJF, Holstein JD, Fischer D, Mende M, Frier BM, Holstein A. Out-of-Hospital Management of Diabetic Emergencies in Germany: Structural and Process Quality. Exp Clin Endocrinol Diabetes 2021; 130:454-461. [PMID: 34284506 DOI: 10.1055/a-1523-7562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
AIMS To collect and analyse representative data of structural and process quality in the management of diabetic emergencies in Germany in 2020. METHODS A standardised questionnaire comprising detailed items concerning clinically relevant parameters on the structural and process quality of out-of-hospital management of diabetic emergencies was sent nationwide to medical directors of emergency medical service districts (EMSDs). Results were compared with those from a similar study conducted in 2001. RESULTS The return rate of the questionnaires represented 126 EMSDs, serving a total population of > 40.1 million. Only 4% of ambulances carried glucagon (6% in 2001). In 2020, blood glucose determination increased significantly to 71% of all emergency interventions and to 29% of suspected cardiac emergencies (24% and 15%, respectively, in 2001). In 100% of EMSDs severe hypoglycaemia (SH) was treated by paramedics by administering intravenous dextrose before the arrival of a doctor compared to 63% in 2001. The potential value of nasal glucagon was acknowledged by 43% of responders. In selected patients, treatment of SH was conducted without hospital admission in 78% of EMDs (60% in 2001). Fifty-three percent of medical directors acknowledged the need for further training in diabetic emergencies (47% in 2001). Cooperation for medical education between emergency teams and a diabetes centre was reported by 14% (41% in 2001). CONCLUSION Structural and process quality of the management of diabetic emergencies in Germany has improved considerably since 2001. Persisting deficiencies could be improved by providing better medical equipment in ambulances and ongoing education to the entire emergency teams.
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Affiliation(s)
- David J F Holstein
- Integrated Research and Treatment Center Adiposity Diseases, University of Leipzig, Germany
| | - Judith D Holstein
- Division of Nephrology and Internal Intensive Care Medicine, Charite' University Medicine Berlin, Germany
| | - Daniel Fischer
- Department of Emergency Medicine, Lippe-Detmold Hospital, Germany
| | - Meinhard Mende
- Clinical Trial Centre and Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Germany
| | - Brian M Frier
- The Queen's Medical Research Institute, University of Edinburgh, Scotland, UK
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Hospitalization for Short-Term Diabetes-Related Complications: Focus on Patients Aged over 85 Years. Healthcare (Basel) 2021; 9:healthcare9040460. [PMID: 33919723 PMCID: PMC8070693 DOI: 10.3390/healthcare9040460] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Revised: 04/10/2021] [Accepted: 04/11/2021] [Indexed: 01/22/2023] Open
Abstract
(1) Background: The prevalence of diabetes in elderly people is frequently high. When occurring in the elderly, diabetes is often accompanied by complications and comorbidities, at least one in 60% and four or more in 40% of older people with diabetes. As far as short-term complications among the elderly are concerned, hypoglycemia and hyperglycemic crises prove to be frequent. The aim of this study was to investigate the difference in hospitalization for short-term diabetes complications in patients below and over 85 years of age. (2) Methods: Data were collected from hospital discharge records (HDRs) of all hospital admissions that occurred in Abruzzo Region, Italy, from 2006 to 2015. Only diabetic patients aged over 65 years were included. Outcomes included were diabetic ketoacidosis, hyperosmolar coma, hypoglycemic shock, iatrogenic hypoglycemic coma, and other diabetic comas. (3) Results: During the study period, 144,376 admissions were collected, 116,305 (80.56%) of which referred to patients below 85 years. Those aged over 85 years were significantly associated to all short-term diabetes-related complications with the exception of ketoacidosis. (4) Conclusions: In older diabetic patients, the avoidance of short-term diabetes complications are a greater concern than in younger patients. Diabetes management among very elderly patients should be tailored accordingly to patient characteristics.
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Han SJ, Ha KH, Lee N, Kim DJ. Effectiveness and safety of sodium-glucose co-transporter-2 inhibitors compared with dipeptidyl peptidase-4 inhibitors in older adults with type 2 diabetes: A nationwide population-based study. Diabetes Obes Metab 2021; 23:682-691. [PMID: 33236515 PMCID: PMC7898287 DOI: 10.1111/dom.14261] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 10/25/2020] [Accepted: 11/22/2020] [Indexed: 12/25/2022]
Abstract
AIM To examine the real-world cardiovascular effectiveness and safety associated with sodium-glucose co-transporter-2 (SGLT2) inhibitor compared with dipeptidyl peptidase-4 (DPP-4) inhibitor treatment in older adults with type 2 diabetes. MATERIALS AND METHODS In this retrospective cohort study, older adults with type 2 diabetes (aged ≥65 years) were identified in the Korean National Health Insurance Service database from September 2014 to December 2016. In total, 408 506 new users of an SGLT2 inhibitor or DPP-4 inhibitor were propensity score matched. Cox regression was used to estimate the hazard ratios (HR) and 95% confidence interval (CI) for outcomes of interest: hospitalization for heart failure (HHF), all-cause death, myocardial infarction, stroke, diabetic ketoacidosis (DKA), bone fracture, severe hypoglycaemia, genital infection and urinary tract infection (UTI). RESULTS Compared with DPP-4 inhibitors, new users of SGLT2 inhibitors had a lower risk of HHF (HR 0.86; 95% CI 0.76-0.97), all-cause death (HR 0.85; 95% CI 0.75-0.98) and stroke (HR 0.86; 95% CI 0.77-0.97), but a similar risk of myocardial infarction (HR 0.95; 95% CI 0.77-1.19). The risks of DKA, bone fracture and severe hypoglycaemia were similar between both groups, although genital infection (HR 2.44; 95% CI 2.22-2.67) and UTI (HR 1.05; 95% CI 1.00-21.11) were more frequent among new users of SGLT2 inhibitors compared with DPP-4 inhibitors. CONCLUSION Our findings suggest that initiation of SGLT2 inhibitors offers cardiovascular disease protection and can be used safely in older adults with type 2 diabetes.
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Affiliation(s)
- Seung Jin Han
- Department of Endocrinology & MetabolismAjou University School of MedicineSuwonSouth Korea
| | - Kyoung Hwa Ha
- Department of Endocrinology & MetabolismAjou University School of MedicineSuwonSouth Korea
- Cardiovascular and Metabolic Disease Etiology Research CenterAjou University School of MedicineSuwonSouth Korea
| | - Nami Lee
- Department of Endocrinology & MetabolismAjou University School of MedicineSuwonSouth Korea
| | - Dae Jung Kim
- Department of Endocrinology & MetabolismAjou University School of MedicineSuwonSouth Korea
- Cardiovascular and Metabolic Disease Etiology Research CenterAjou University School of MedicineSuwonSouth Korea
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Lan K, Wang J, Nicholas S, Tang Q, Chang A, Xu J. Is hypoglycemia expensive in China? Medicine (Baltimore) 2021; 100:e24067. [PMID: 33592860 PMCID: PMC7870220 DOI: 10.1097/md.0000000000024067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Accepted: 12/04/2020] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND As a common medical emergency in individuals with diabetes, hypoglycemia events can impose significant demands on hospital resources. Based on diabetes patients with and without hypoglycemia, we assess the cost of hypoglycemic events on China's hospital system. METHOD Our study sample comprised 7110 diabetes episodes, including 1417 patients with hypoglycemia (297 patients with severe and 1120 with non-severe hypoglycemia) and 5693 diabetes patients without hypoglycemia. Data on patient social-demographics, length of hospital stay, and hospitalization costs were collected on each patient from Health Information System in Shandong province, China. The additional hospital costs caused by hypoglycemia were assessed by the cost difference between diabetes patients with and without hypoglycemia, including severe and non-severe hypoglycemia. China-wide hospital costs of hypoglycemia were estimated based on adjusted additional hospital costs, comprising inspection, treatment, drugs, materials, nursing, general medical costs, and other costs, caused by hypoglycemia, the prevalence of diabetes and hypoglycemia events, and the rates of hospitalization. Multiple sensitivity analyses were conducted to assess the impact of variations in the key input parameters on the primary estimates. RESULTS Total hospital costs for patients with hypoglycemia (US$3020.61) were significantly higher than that of patients without hypoglycemia (US$1642.91). The average additional cost caused by hypoglycemia was US$1377.70, with higher average costs of US$1875.89 for severe hypoglycemia and lower average costs of US$1244.76 for non-severe hypoglycemia. The additional hospital cost caused by severe and non-severe hypoglycemia patients was higher for the 60 to 75 year old group, married patients and patients accessing free medical services. Generally, hypoglycemic patients with Urban and Rural Resident Basic Medical Insurance incurred higher additional hospital costs than patients with Urban Employees Basic Medical Insurance. Based on these estimates, the total annual additional hospital costs arising from hypoglycemia events in China were estimated to be US$67.52 million. Sensitivity analyses suggested that the costs of hypoglycemia events ranged up to US$49.99 million to 67.52 million. CONCLUSION : Hypoglycemic events imposed a substantial cost on China's hospital system, with certain subgroups of patients, such as older patients and those with free health insurance, using medical resources more intensively to treat hypoglycemia events. We recommend more effective planning of prevention and treatment regimes for hypoglycemia patients; further reform to China's health insurance schemes; and better hospital cost control for those accessing free hospital services.
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Affiliation(s)
- Kuixu Lan
- School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan
- The Affiliated Hospital of Qingdao University, Qingdao
- NHC Key Laboratory of Health Economics and Policy Research, Shandong University, Jinan
| | - Jian Wang
- Dong Fureng Institute of Economic and Social Development, Beijing
- Center for Health Economics and Management at School of Economics and Management, Wuhan University, Wuhan
| | - Stephen Nicholas
- School of Economics and School of Management, Tianjin Normal University, Tianjin
- Guangdong Institute for International Strategies, Guangdong University of Foreign Studies, Guangzhou, China
- TOP Education Institute 1 Central Avenue Australian Technology Park, Eveleigh, Sydney
- Newcastle Business School, University of Newcastle, University Drive, Newcastle, New South Wales, Australia
| | - Qun Tang
- The Affiliated Hospital of Qingdao University, Qingdao
| | - Alison Chang
- Department of Anthropology, Princeton University, Princeton, USA
| | - Junfang Xu
- Center for Health Policy Studies, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China
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Alão S, Conceição J, Dores J, Santos L, Araújo F, Pape E, Reis M, Chipepo Á, Nascimento E, Baptista A, Pires V, Marques C, Lages ADS, Pelicano-Romano J, de Jesus PM. Hypoglycemic episodes in hospitalized people with diabetes in Portugal: the HIPOS-WARD study. Clin Diabetes Endocrinol 2021; 7:2. [PMID: 33402217 PMCID: PMC7786902 DOI: 10.1186/s40842-020-00114-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 11/27/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND We intended to estimate the proportion hypoglycemic/hyperglycemic emergency episodes in treated diabetes mellitus (DM) patients admitted to a hospital ward, and calculate the prevalence of risk factors for hypoglycemia and diabetic complications. METHODS In this cross-sectional, multicentered study, the observational data was collected by physicians from patient's hospitalization to discharge/death. Statistical tests were 2-tailed considering 5% significance level. RESULTS There were 646 ward admissions due to hyperglycemic emergencies and 176 hypoglycemic episodes with a ratio hypoglycemia/hyperglycemia 0.27 for all DM patients. In T2DM patients the ratio was 0.38. These were mainly female (55.1%), functionally dependent (61.4%) and retired/disabled (73.1%). Median age was 75 years and median duration of disease 11 years. Half the patients were on insulin-based therapy and 30.1% on secretagogue-based therapy. Approximately 57% of patients needed occasional/full assistance to manage the disease. The most frequent risk factor for hypoglycemia was polypharmacy (85.0%). Hypoglycemia in the 12 months before admission was higher in insulin-based therapy patients (66.1%; p = 0.001). CONCLUSIONS Hyperglycemic emergencies are the most frequent cause of hospitalization in Portugal, although severe hypoglycemic events represent a health and social problem in elderly/frail patients. There is still the need to optimize therapy in terms of the potential for hypoglycemia in this patient group and a review of anti-hyperglycemic agents to add on to insulin.
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Affiliation(s)
- Sílvia Alão
- MSD Portugal, R. Qta da Fonte 19, 2770-192, Paço de Arcos, Portugal.
| | - João Conceição
- MSD International GmbH (Singapore Branch), Medical Affairs, Singapore, Singapore
| | - Jorge Dores
- Centro Hospitalar e Universitário do Porto, Porto, Portugal
| | - Lèlita Santos
- Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal.,Faculdade de Medicina da Universidade de Coimbra, Coimbra, Portugal
| | | | | | - Mónica Reis
- Hospital de Vila Franca de Xira, Vila Franca de Xira, Portugal
| | | | | | - Ana Baptista
- Centro Hospitalar Universitário do Algarve - Faro, Faro, Portugal
| | - Vanessa Pires
- Centro Hospitalar de Trás-os-Montes e Alto Douro, Vila Real, Portugal
| | - Carlos Marques
- Unidade Local de Saúde do Baixo Alentejo, Beja, Portugal
| | | | | | - Paula M de Jesus
- MSD Portugal, R. Qta da Fonte 19, 2770-192, Paço de Arcos, Portugal
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Mönnig E, Spaepen E, Osumili B, Mitchell BD, Snoek F, Peyrot M, Kern W, Holstein A. Conversations and Reactions Around Severe Hypoglycaemia (CRASH): Results from the German Cohort of a Global Survey of People with Type 1 Diabetes or Insulin-Treated Type 2 Diabetes and Caregivers. Exp Clin Endocrinol Diabetes 2020; 130:145-155. [PMID: 33368091 DOI: 10.1055/a-1310-7963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
BACKGROUND A global cross-sectional survey (CRASH) was designed to provide information about the experiences of people with diabetes (PWD) and their caregivers in relation to severe hypoglycaemic events. METHODS Adults with type 1 diabetes or insulin-treated type 2 diabetes who had experienced one or more severe hypoglycaemic events within the past 3 years, and adult caregivers for such people, were recruited from medical research panels using purposive sampling. We present here results from Germany. RESULTS Approximately 100 individuals in each of the four participant groups completed a 30-minute online survey. Survey results indicated that the most recent severe hypoglycaemic event made many participants feel scared (80.4%), unprepared (70.4%), and/or helpless (66.5%). Severe hypoglycaemia was discussed by healthcare professionals at every visit with only 20.2% of participants who had ever had this conversation, and 53.5% of participants indicated that their insulin regimen had not changed following their most recent event. 37.1% of PWD/people with diabetes cared for by caregivers owned a glucagon kit at the time of survey completion. CONCLUSIONS The survey identified areas for improvement in the prevention and management of severe hypoglycaemic events. For healthcare professionals, these include enquiring more frequently about severe hypoglycaemia and adjusting blood glucose-lowering medication after a severe hypoglycaemic event. For individuals with diabetes and their caregivers, potential improvements include ensuring availability of glucagon at all times. Changes in these areas could lead not only to improved patient wellbeing but also to reduced use of emergency services/hospitalisation and, consequently, lower healthcare costs.
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Affiliation(s)
| | | | | | | | - Frank Snoek
- Amsterdam University Medical Centers, Vrije Universiteit, Amsterdam, Netherlands
| | - Mark Peyrot
- Loyola University Maryland, Baltimore, Maryland, USA
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Fritzen K, Basinska K, Rubio-Almanza M, Nicolucci A, Kennon B, Vergès B, Zakrzewska K, Schnell O. Pan-European Economic Analysis to Identify Cost Savings for the Health Care Systems as a Result of Integrating Glucose Monitoring Based Telemedical Approaches Into Diabetes Management. J Diabetes Sci Technol 2019; 13:1112-1122. [PMID: 30917691 PMCID: PMC6835181 DOI: 10.1177/1932296819835172] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Self-monitoring of blood glucose supported by the diabetes-app OneTouch Reveal® has demonstrated to improve HbA1c. We aimed at analyzing costs savings related the integration of telemedical features into diabetes management. METHODS Data from a randomized controlled trial were used to assess the 10-year risk of patients for fatal myocardial infarction (MI). On the basis of this risk assessments-also related to a 5% or 10% reduction of hypoglycemic episodes-cost savings for the health care systems of five European countries-France, Germany, Italy, Spain, and the United Kingdom-were modeled. RESULTS HbA1c reduction of 0.92% in insulin-treated type 2 diabetes patients (T2DM) was associated with a 2.3% decreased 10-year risk for fatal MI. In combination with a 10% reduction of hypoglycemic events this risk reduction led to cost savings of €16.1 million (France), €57.8 million (Germany), €30.9 million (Italy), €23.8 million (Spain), and €5.8 million (UK), considering all insulin-treated T2DM patients in the respective countries. CONCLUSION Improving metabolic control and thus risk for comorbidities like MI by combining the glucose meter with CRI with telemedical features has the potential to reduce costs for European health care systems.
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Affiliation(s)
| | - Kornelia Basinska
- Sciarc GmbH, Baierbrunn, Germany
- Institute of Nursing Science, Faculty of Medicine, University of Basel, Basel, Switzerland
| | - Matilde Rubio-Almanza
- Endocrinology and Nutrition Department Hospital Universitario y Politécnico La Fe and Instituto de Investigación Sanitaria La Fe, Valencia, Spain
| | - Antonio Nicolucci
- Center for Outcomes Research and Clinical Epidemiology (CORESEARCH), Pescara, Italy
| | - Brian Kennon
- FRCP, Diabetes Centre, Queen Elizabeth University Hospital, Glasgow, UK
| | - Bruno Vergès
- Endocrinologie, Diabétologie, Maladies Métaboliques et Nutrition, Centre Hospitalier Universitaire Dijon Bourgogne, Dijon, France
| | | | - Oliver Schnell
- Sciarc GmbH, Baierbrunn, Germany
- Forschergruppe Diabetes e.V., Muenchen-Neuherberg, Germany
- Oliver Schnell, MD, Forschergruppe Diabetes e.V., Helmholtz Center Muenchen, Ingolstädter Landstraße 1, 85764 Muenchen-Neuherberg, Germany
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11
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Rossi MC, Nicolucci A, Ozzello A, Gentile S, Aglialoro A, Chiambretti A, Baccetti F, Gentile FM, Romeo F, Lucisano G, Giorda CB. Impact of severe and symptomatic hypoglycemia on quality of life and fear of hypoglycemia in type 1 and type 2 diabetes. Results of the Hypos-1 observational study. Nutr Metab Cardiovasc Dis 2019; 29:736-743. [PMID: 31153746 DOI: 10.1016/j.numecd.2019.04.009] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Revised: 04/04/2019] [Accepted: 04/25/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND AND AIMS Hypoglycemia represents a relevant burden in people with diabetes. Consequences of hypoglycemia/fear of hypoglycemia on quality of life (QoL) and behaviors of patients with T1DM and T2DM were assessed. METHODS AND RESULTS HYPOS-1 was an observational retrospective study. Fear of hypoglycemia (Fear of Hypoglycemia Questionnaire, FHQ), general health status (visual analog scale of EuroQol questionnaire, EQ5D-VAS) psychological well-being (WHO-5 well being index, WHO-5), diabetes related distress (Problem Areas in Diabetes 5, PAID-5), and corrective/preventive behaviors following hypoglycemia were compared between people with and without previous experience of severe and symptomatic hypoglycemia and by tertiles of FHQ scores. A multivariate analysis was performed to identify factors associated with the likelihood of being in the third tertile of FHQ score. Overall, 2229 patients were involved. Severe hypoglycemia had statistically significant and clinically relevant (measured as effect sizes) negative impact on EQ5D-VAS, WHO-5, PAID-5, and FHQ both in T1DM and T2DM. In T2DM, symptomatic episodes had similar impact of severe hypoglycemia. Moving from the first to the third FHQ tertile, lower scores of EQ-5D VAS and WHO-5, and higher levels of PAID-5 were found. Patients in the third tertile performed more frequently corrective/preventive actions that negatively impact on metabolic control. Previous hypoglycemia, insulin treatment, female gender, age, and school education were the independent factors associated with increased likelihood to be in the third tertile. CONCLUSION Not only severe but also symptomatic hypoglycemia negatively affect patient QoL, especially in T2DM. Addressing fear of hypoglycemia should be a goal of diabetes education.
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Affiliation(s)
- Maria Chiara Rossi
- CORESEARCH - Center for Outcomes Research and Clinical Epidemiology, Pescara, Italy.
| | - Antonio Nicolucci
- CORESEARCH - Center for Outcomes Research and Clinical Epidemiology, Pescara, Italy
| | - Alessandro Ozzello
- Departmental Service of Diabetology and Metabolic Diseases, ASL TO3, Pinerolo, TO, Italy
| | - Sandro Gentile
- Campania University "Luigi Vanvitelli", Naples, Italy; Nefrocenter Research Network, Naples, Italy
| | | | | | - Fabio Baccetti
- Metabolism and Diabetes Unit, ASL 1, Massa, Carrara, Italy
| | | | | | - Giuseppe Lucisano
- CORESEARCH - Center for Outcomes Research and Clinical Epidemiology, Pescara, Italy
| | - Carlo B Giorda
- Metabolism and Diabetes Unit, ASL TO5, Chieri, TO, Italy
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12
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Ermini G, Tosetti C, Zocchi D, Mandreoli M, Caletti MT, Marchesini G. Type 2 diabetes treatment and progression of chronic kidney disease in Italian family practice. J Endocrinol Invest 2019; 42:787-796. [PMID: 30465248 DOI: 10.1007/s40618-018-0983-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2018] [Accepted: 11/13/2018] [Indexed: 02/07/2023]
Abstract
AIMS Progressive chronic kidney disease represents a dreadful complication of type 2 diabetes mellitus (T2DM). We tested the pattern of use and the renal effects of old glucose-lowering drugs in T2DM patients cared for by Italian general practitioners (GPs). METHODS Data of 2606 T2DM patients were extracted from the databases of GPs, who do not have access to the most recent glucose-lowering drugs in Italy. The rate of kidney function decline was calculated by CKD-EPIcr, based on two consecutive creatinine values. RESULTS Metformin was used in 55% of cases, either alone or with sulfonylureas/repaglinide, across the whole spectrum of CKD (from 66% in stage G1 to only 8% in G4). Sulfonylurea use peaked at 21-22% in stage G2-G3a, whereas repaglinide use significantly increased from 8% in G1 to 22% in G4. The median rate of CKD decline was - 1.64 mL/min/1.73 m2 per year; it was higher in G1 (- 3.22 per year) and progressively lower with CKD severity. 826 cases (31.7%) were classified as fast progressors (eGFR decline more negative than - 5 mL/min/1.73 m2 per year). The risk of fast progressing CKD was associated with increasing BMI, albuminuria, and sulfonylurea use, alone (OR, 1.47; 95% confidence interval, 1.16-1.85), or in association with metformin (OR, 1.40; 95% CI 1.04-1.88). No associations were demonstrated for metformin, cardiovascular and lipid lowering drug use. CONCLUSION In the setting of Italian family practice, sulfonylurea use is associated with progressive CKD in patients with T2DM. Metformin, at doses progressively reduced according to CKD stages, as recommended by guidelines, is not associated with fast progression.
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Affiliation(s)
- G Ermini
- Section of the Italian College of General Practitioners and Primary Care, S.Orsola-Malpighi Hospital, "Alma Mater" University, 9, Via Massarenti, 40138, Bologna, Italy.
| | - C Tosetti
- Section of the Italian College of General Practitioners and Primary Care, S.Orsola-Malpighi Hospital, "Alma Mater" University, 9, Via Massarenti, 40138, Bologna, Italy
| | - D Zocchi
- Section of the Italian College of General Practitioners and Primary Care, S.Orsola-Malpighi Hospital, "Alma Mater" University, 9, Via Massarenti, 40138, Bologna, Italy
| | - M Mandreoli
- Nephrology and Dialysis Unit, S. Maria della Scaletta Hospital, Imola, Bologna, Italy
| | - M T Caletti
- Unit of Metabolic Diseases and Clinical Dietetics, "Alma Mater" University, Bologna, Italy
| | - G Marchesini
- Unit of Metabolic Diseases and Clinical Dietetics, "Alma Mater" University, Bologna, Italy
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13
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Bonaventura A, Gallo F, Carbone F, Liberale L, Maggi D, Sacchi G, Dallegri F, Montecucco F, Cordera R. Levels of serum uric acid at admission for hypoglycaemia predict 1-year mortality. Acta Diabetol 2018; 55:323-330. [PMID: 29327150 DOI: 10.1007/s00592-017-1094-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Accepted: 12/21/2017] [Indexed: 11/27/2022]
Abstract
AIMS Hypoglycaemia represents a critical burden with clinical and social consequences in the management of diabetes. Serum uric acid (SUA) has been associated with cardiovascular diseases (CVD), but no conclusive findings are available nowadays in patients suffering from hypoglycaemia. We investigated whether SUA levels at the time of hypoglycaemia could predict all-cause mortality after 1-year follow-up. METHODS In total, 219 patients admitted to the Emergency Department (ED) of Ospedale Policlinico S. Martino of Genoa (Italy) have been enrolled between January 2011 and December 2014. The primary endpoint of the study consisted in determining whether SUA levels at the time of ED admission could predict the occurrence of death after 1 year. RESULTS The majority of patients were diabetic, especially type 2. CVD and chronic kidney disease were prevalent comorbidities. By a cut-off value obtained by the receiver operating characteristic curve analysis, a Kaplan-Meier analysis demonstrated that patients with SUA levels > 5.43 mg/dL were more prone to death after 1 year compared to those with lower SUA levels. The risk of death increased with high SUA levels both in the univariate and the multivariate models including estimated glomerular filtration rate, C-reactive protein, type of diabetes, and age-adjusted Charlson comorbidity index. CONCLUSIONS SUA could be useful as a predictor of 1-year mortality in hypoglycaemic patients, irrespective of severe comorbidities notably increasing the risk of death in these frail patients.
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Affiliation(s)
- Aldo Bonaventura
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, 6 Viale Benedetto XV, 16132, Genoa, Italy.
| | - Fiorenza Gallo
- Diabetology Unit, Department of Internal Medicine, University of Genoa, 6 Viale Benedetto XV, 16132, Genoa, Italy
| | - Federico Carbone
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, 6 Viale Benedetto XV, 16132, Genoa, Italy
| | - Luca Liberale
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, 6 Viale Benedetto XV, 16132, Genoa, Italy
- Center for Molecular Cardiology, University of Zürich, 12 Wagistrasse, 8952, Schlieren, Switzerland
| | - Davide Maggi
- Diabetology Unit, Department of Internal Medicine, University of Genoa, 6 Viale Benedetto XV, 16132, Genoa, Italy
| | - Giovanni Sacchi
- Emergency Department, Ospedale Policlinico San Martino, 10 Largo Benzi, 16132, Genoa, Italy
| | - Franco Dallegri
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, 6 Viale Benedetto XV, 16132, Genoa, Italy
- Ospedale Policlinico San Martino, 10 Largo Benzi, 16132, Genoa, Italy
| | - Fabrizio Montecucco
- First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, 6 Viale Benedetto XV, 16132, Genoa, Italy
- Ospedale Policlinico San Martino, 10 Largo Benzi, 16132, Genoa, Italy
- Centre of Excellence for Biomedical Research (CEBR), University of Genoa, 9 Viale Benedetto XV, 16132, Genoa, Italy
| | - Renzo Cordera
- Diabetology Unit, Department of Internal Medicine, University of Genoa, 6 Viale Benedetto XV, 16132, Genoa, Italy
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14
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Sesti G, Antonelli Incalzi R, Bonora E, Consoli A, Giaccari A, Maggi S, Paolisso G, Purrello F, Vendemiale G, Ferrara N. Management of diabetes in older adults. Nutr Metab Cardiovasc Dis 2018; 28:206-218. [PMID: 29337017 DOI: 10.1016/j.numecd.2017.11.007] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Revised: 11/22/2017] [Accepted: 11/28/2017] [Indexed: 02/08/2023]
Abstract
Type 2 diabetes prevalence is high in older adults and is expected to rise in the next decades. Diabetes in the population of frail older adults is accompanied by functional disability, several comorbidities, and premature mortality. A comprehensive geriatric assessment, including functional, cognitive, mental and social status, is advisable for identifying the glycemic targets and glucose-lowering therapies, focused on patient preferences, needs, and risks. The therapeutic options for older adults with diabetes are like those for the adult population. However, the pharmacological treatments must be carefully prescribed and monitored, taking into consideration the patient cognitive capacities, the potentially life-threatening drug-drug interactions, the cardiovascular risk, and with the main goal of avoiding hypoglycemia. Also, a careful nutritional evaluation with appropriate tools, as well as a balanced and periodically monitored physical activity, contribute to an effective tailored care plan, as needed by older adults with diabetes. This review evaluates the currently available hypoglycemic drugs and the current indications to the Italian diabetology community, specifically with regard to the treatment of adults aged 75 years or older with diabetes, including the unmet needs by the guidelines.
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Affiliation(s)
- G Sesti
- University Magna Graecia of Catanzaro, Catanzaro, Italy.
| | - R Antonelli Incalzi
- Gerontology Unit, Campus Bio Medico University and Teaching Hospital, Rome, Italy
| | - E Bonora
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Verona University and Hospital, Verona, Italy
| | - A Consoli
- Department of Medicine and Ageing Sciences and Inter-Departmental Center CeSI-MeT, University d'Annunzio, Chieti, Italy
| | - A Giaccari
- Center for Endocrine and Metabolic Diseases, Fondazione Policlinico Universitario A. Gemelli, UCSC, Rome Italy
| | - S Maggi
- National Research Council, Neuroscience Institute-Aging Branch, Padova, Italy
| | - G Paolisso
- Università degli Studi della Campania - Luigi Vanvitelli, Italy
| | - F Purrello
- Department of Clinical and Experimental Medicine, University of, Catania, Italy
| | - G Vendemiale
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - N Ferrara
- University of Naples Federico II, Napoli, Italy
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15
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Conceição J, Dores J, Araújo F, Laires PA, Carr RD, Brodovicz K, Radican L, Nogueira AM. Severe hypoglycaemia among patients with type 2 diabetes requiring emergency hospital admission: The Hypoglycaemia In Portugal Observational Study-Emergency Room (HIPOS-ER). Diabetes Obes Metab 2018; 20:50-59. [PMID: 28581253 DOI: 10.1111/dom.13030] [Citation(s) in RCA: 12] [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: 03/09/2017] [Revised: 05/19/2017] [Accepted: 05/30/2017] [Indexed: 11/28/2022]
Abstract
AIMS To analyse the prevalence of severe hypoglycaemia in patients with type 2 diabetes (T2DM) treated with antihyperglycaemic agents (AHA) and requiring emergency room (ER) assistance, and to analyse the prevalence according to type of AHA therapy. METHODS The present study, the Hypoglycaemia In Portugal Observational Study-Emergency Room (HIPOS-ER), was a cross-sectional, observational, multicentre, nationwide study, with specific hypoglycaemia source data collection. RESULTS Within the study period, a total of 425 706 admissions were recorded in the ERs of participating hospitals. The prevalence of severe hypoglycaemic episodes in patients with T2DM was 0.074%. In all, 238 patients were included, more than half of whom were on insulin-based therapy (55.0%) and a third of whom (31.5%) were on oral secretagogue-based therapy. In 61.2% of patients primary care was the main diabetes care setting. The median patient age was 77.5 years and the mean duration of diabetes was 19 years. Missing a meal or low carbohydrate meal content was the most frequent cause of hypoglycaemia (55.9%) and the most frequent triggers for seeking emergency assistance were pre-syncope (19.2%) and transient loss of consciousness (17.4%). A total of 44.1% of patients were hospitalized for a median of 5.1 days. Patients in the secretagogue group were admitted to hospital more often than patients in the insulin group (70.7% vs 29.0%; P < .001). Nine patients died. CONCLUSIONS These findings confirm that severe hypoglycaemia in patients with T2DM requiring ER assistance occurs mainly in those on insulin- and secretagogue-based therapies and is associated with a significant medical burden. Antidiabetic therapy should be individualized to minimize the risk of severe iatrogenic hypoglycaemia, and any intervention to this end should always involve primary care stakeholders.
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Affiliation(s)
- João Conceição
- Medical Affairs, MSD International GmbH (Singapore Branch), Singapore, Singapore
| | - Jorge Dores
- Endocrinology Department, Emergency Department, Centro Hospitalar do Porto, Porto, Portugal
| | - Francisco Araújo
- Internal Medicine Department, Beatriz Ângelo Hospital, Lisbon, Portugal
| | - Pedro A Laires
- Outcomes Research Department, MSD Portugal, Paço de Arcos, Portugal
| | - Richard D Carr
- MSD Europe Canada, Global Medical Affairs Organization, Copenhagen, Denmark
| | | | - Larry Radican
- Global Outcomes Research, Merck & Co., New Jersey, USA
| | - Ana M Nogueira
- Outcomes Research Department, MSD Portugal, Paço de Arcos, Portugal
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16
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Mazzi S, Ravasio R, Forlani G, Veronese G, Fabbri A, Marchesini G. Estimating the risk of severe hypoglycemic event related to glucose-lowering treatment among Italian patients with diabetes: the HYPOTHESIS database. Clinicoecon Outcomes Res 2017; 9:711-720. [PMID: 29200880 PMCID: PMC5701554 DOI: 10.2147/ceor.s148368] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The primary objective of this study was to estimate 1) the annual risk of undergoing a severe hypoglycemic event in Italian patients with diabetes and 2) the risk of hospitalization following such event. From the HYPOTHESIS database, powered by 46 emergency departments covering a 12-million-odd population, data were extracted of 1,922 hypoglycemic events occurring in patients with diabetes in 2011. The mean age was 71.5 (standard deviation 16.8) years, 50.1% were men, and blood glucose at the time of the event was 44.2 (26.5) mg/dL. Patients were being treated with insulin alone (55%) or in combination with oral hypoglycemic agents (OHA, 15%), or with OHA alone, either in monotherapy (14%) or in multiple therapy (16%). Comorbidities were recorded in 71.8% of the patients. Based on the rates of glucose-lowering drug use in Italian patients with diabetes, the annual risk of undergoing a serious hypoglycemic event was estimated at 1.27% for subjects treated with insulin alone, the highest (p<0.00001) as compared with insulin + OHA (0.41%) or OHA alone, either in monotherapy or in multiple therapy (0.1% and 0.17%, respectively). The risk of being hospitalized following the hypoglycemic event was the least (27.6%) for subjects treated with insulin alone (p<0.0083). Subjects treated with insulin + OHA showed a lower risk (34.2%) as compared with that for subjects treated with OHA (p<0.02). Death occurs in 7% of hospitalized patients. Older age (p<0.0001) and comorbidities (p<0.0001) were risk factors for hypoglycemia-related hospitalization. Treatments with insulin alone (p<0.005) or in combination (p<0.049) were negatively associated with hospital admission. Severe hypoglycemic events associated with the use of oral glucose-lowering agents carry the highest risk of hospital treatment. As such, they are also likely to generate higher tangible and intangible costs.
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Affiliation(s)
- Silvio Mazzi
- Department of Health Economics, Health Publishing & Services Srl, Milan
| | - Roberto Ravasio
- Department of Health Economics, Health Publishing & Services Srl, Milan
| | - Gabriele Forlani
- Unit of Metabolic Diseases and Clinical Dietetics, "Alma Mater Studiorum" University of Bologna, Bologna
| | - Giacomo Veronese
- Unit of Metabolic Diseases and Clinical Dietetics, "Alma Mater Studiorum" University of Bologna, Bologna
| | - Andrea Fabbri
- Department of Emergency Medicine, Morgagni-Pierantoni Hospital, Forlì, Italy
| | - Giulio Marchesini
- Unit of Metabolic Diseases and Clinical Dietetics, "Alma Mater Studiorum" University of Bologna, Bologna
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17
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Mazzotti A, Caletti MT, Marchignoli F, Forlani G, Marchesini G. Which treatment for type 2 diabetes associated with non-alcoholic fatty liver disease? Dig Liver Dis 2017; 49:235-240. [PMID: 28089623 DOI: 10.1016/j.dld.2016.12.028] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2016] [Revised: 12/07/2016] [Accepted: 12/11/2016] [Indexed: 02/06/2023]
Abstract
Type 2 diabetes (T2DM) and nonalcoholic fatty liver disease (NAFLD) are highly prevalent in the community, and share common pathogenic mechanisms. There is also evidence that T2DM may be favored by hepatic fat accumulation; in turn the presence of T2DM is a risk factor for liver disease progression. The treatment of T2DM has considerably changed in the past few years; new drug classes, promoting glucose-lowering through mechanisms different from classical insulin-sensitizing or insulin-secreting action, have been added to continuing lifestyle intervention. Metformin and pioglitazone may be safely used in the presence of liver fat, whereas sulfonylureas and insulin itself have been associated with NAFLD progression and adverse outcome. Drugs acting on the incretin axis and on Na-glucose co-transport at renal tubular level offer new hopes for a tailored treatment able to reduce the burden of hepatic triglyceride accumulation and liver disease progression.
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Affiliation(s)
- Arianna Mazzotti
- Department of Medical & Surgical Sciences, Alma Mater University, Bologna, Italy
| | | | | | - Giulia Forlani
- Department of Medical & Surgical Sciences, Alma Mater University, Bologna, Italy
| | - Giulio Marchesini
- Department of Medical & Surgical Sciences, Alma Mater University, Bologna, Italy.
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18
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Giorda CB, Rossi MC, Ozzello O, Gentile S, Aglialoro A, Chiambretti A, Baccetti F, Gentile FM, Romeo F, Lucisano G, Nicolucci A. Healthcare resource use, direct and indirect costs of hypoglycemia in type 1 and type 2 diabetes, and nationwide projections. Results of the HYPOS-1 study. Nutr Metab Cardiovasc Dis 2017; 27:209-216. [PMID: 28017523 DOI: 10.1016/j.numecd.2016.10.005] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Revised: 10/04/2016] [Accepted: 10/16/2016] [Indexed: 11/17/2022]
Abstract
BACKGROUND AND AIMS To obtain an accurate picture of the total costs of hypoglycemia, including the indirect costs and comparing the differences between type 1 (T1DM) and type 2 diabetes mellitus (T2DM). METHODS AND RESULTS HYPOS-1 was a multicenter, retrospective cohort study which analyzed the data of 2229 consecutive patients seen at 18 diabetes clinics. Data on healthcare resource use and indirect costs by diabetes type were collected via a questionnaire. The domains of inpatient admission and hospital stay, work days lost, and third-party assistance were also explored. Resource utilization was reported as estimated incidence rates (IRs) of hypoglycemic episodes per 100 person-years and estimated costs as IRs per person-years. For every 100 patients with T1DM, 9 emergency room (ER) visits and 6 emergency medical service calls for hypoglycemia were required per year; for every 100 patients with T2DM, 3 ER visits and 1 inpatient admission were required, with over 3 nights spent in hospital. Hypoglycemia led to 58 work days per 100 person-years lost by the patient or a family member in T1DM versus 19 in T2DM. The costs in T1DM totaled €90.99 per person-year and €62.04 in T2DM. Direct and indirect costs making up the total differed by type of diabetes (60% indirect costs in T1DM versus 43% in T2DM). The total cost associated with hypoglycemia in Italy is estimated to be €107 million per year. CONCLUSIONS Indirect costs meaningfully contribute to the total costs associated with hypoglycemia. As compared with T1DM, T2DM requires fewer ER visits and incurs lower indirect costs but more frequent hospital use.
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Affiliation(s)
- C B Giorda
- Metabolism and Diabetes Unit, ASL TO5, Chieri (TO), Italy.
| | - M C Rossi
- CORESEARCH - Center for Outcomes Research and Clinical Epidemiology, Pescara, Italy
| | - O Ozzello
- Departmental Service of Diabetology and Metabolic Diseases, ASL TO3, Pinerolo (TO), Italy
| | - S Gentile
- Department of Clinical and Experimental Medicine, Second University of Naples, Naples, Italy
| | - A Aglialoro
- Endocrinology, Metabolism and Diabetes Unit, PUO Villa Scassi, ASL3, Genoa, Italy
| | - A Chiambretti
- Metabolism and Diabetes Unit, ASL TO4, Chivasso, Italy
| | - F Baccetti
- Diabetes Unit, ASL Toscana Nordovest (Presidio Apuane), Italy
| | - F M Gentile
- Metabolism and Diabetes Unit, ASL di Bari, Rutigliano, Italy
| | - F Romeo
- Metabolism and Diabetes Unit, ASL TO5, Chieri (TO), Italy
| | - G Lucisano
- CORESEARCH - Center for Outcomes Research and Clinical Epidemiology, Pescara, Italy
| | - A Nicolucci
- CORESEARCH - Center for Outcomes Research and Clinical Epidemiology, Pescara, Italy
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19
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Mantovani A, Grani G, Chioma L, Vancieri G, Giordani I, Rendina R, Rinaldi ME, Andreadi A, Coccaro C, Boccardo C, Fraenza C, Bertazzoni G, Bellia A, Zoppini G, Targher G, Baroni MG, Lauro D, D'Armiento M, Bonora E. Severe hypoglycemia in patients with known diabetes requiring emergency department care: A report from an Italian multicenter study. JOURNAL OF CLINICAL AND TRANSLATIONAL ENDOCRINOLOGY 2016; 5:46-52. [PMID: 29067235 PMCID: PMC5644438 DOI: 10.1016/j.jcte.2016.08.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2016] [Revised: 08/05/2016] [Accepted: 08/17/2016] [Indexed: 02/08/2023]
Abstract
Patients were frail and had a high prevalence of serious comorbidities. Insulin treatment was the most important cause of severe hypoglycemia. Among oral drugs, glibenclamide and repaglinide were the main used. The rate of all-cause mortality was similar with that reported in other studies. Liver and kidney diseases were the main predictors of hospitalization.
Aims To describe the characteristics and associated risk factors of patients with established diabetes who required Emergency Department (ED) care for severe hypoglycemia. Methods We performed an observational retrospective study to identify all cases of severe hypoglycemia among attendees at the EDs of three Italian University hospitals from January 2010 to December 2014. Results Overall, 520 patients with established diabetes were identified. Mean out-of-hospital blood glucose concentrations at the time of the hypoglycemic event were 2.2 ± 1.3 mmol/L. Most of these patients were frail and had multiple comorbidities. They were treated with oral hypoglycemic drugs (43.6%), insulin (42.8%), or both (13.6%). Among the oral hypoglycemic drugs, glibenclamide (54.5%) and repaglinide (25.7%) were the two most frequently used drugs, followed by glimepiride (11.3%) and gliclazide (7.5%). Hospitalization rates and in-hospital deaths occurred in 35.4% and in 2.3% of patients, respectively. Cirrhosis (odds ratio [OR] 6.76, 95% confidence interval [CI] 1.24–36.8, p < 0.05), chronic kidney disease (OR 2.42, 95% CI 1.11–8.69, p < 0.05) and center (Sapienza University OR 3.70, 95% CI 1.57–8.69, p < 0.05) were the strongest predictors of increased rates of hospital admission. Conclusions Severe hypoglycemia is a remarkable burden for patients with established diabetes and increases the risk of adverse clinical outcomes (in-hospital death and hospitalization), mainly in elderly and frail patients. This study further reinforces the notion that careful attention should be taken by health care providers when they prescribe drug therapy in elderly patients with serious comorbidities.
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Affiliation(s)
- Alessandro Mantovani
- Section of Endocrinology, Diabetes and Metabolism, Department of Medicine, University and Azienda Ospedaliera Universitaria Integrata of Verona, Verona, Italy
| | - Giorgio Grani
- Endocrinology, Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Laura Chioma
- Endocrinology and Diabetology Unit, Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Giuseppe Vancieri
- Endocrinology and Diabetology Unit, Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Ilaria Giordani
- Endocrinology and Diabetology Unit, Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Roberta Rendina
- Endocrinology, Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Maria Elena Rinaldi
- Endocrinology, Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Aikaterini Andreadi
- Endocrinology and Diabetology Unit, Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Carmela Coccaro
- Endocrinology, Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Chiara Boccardo
- Emergency Medicine Unit, Department of Internal Medicine and Medical Specialties, Sapienza University of Rome, Rome, Italy
| | - Costanza Fraenza
- Section of Endocrinology, Diabetes and Metabolism, Department of Medicine, University and Azienda Ospedaliera Universitaria Integrata of Verona, Verona, Italy
| | - Giuliano Bertazzoni
- Emergency Medicine Unit, Department of Internal Medicine and Medical Specialties, Sapienza University of Rome, Rome, Italy
| | - Alfonso Bellia
- Endocrinology and Diabetology Unit, Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Giacomo Zoppini
- Section of Endocrinology, Diabetes and Metabolism, Department of Medicine, University and Azienda Ospedaliera Universitaria Integrata of Verona, Verona, Italy
| | - Giovanni Targher
- Section of Endocrinology, Diabetes and Metabolism, Department of Medicine, University and Azienda Ospedaliera Universitaria Integrata of Verona, Verona, Italy
| | - Marco Giorgio Baroni
- Endocrinology, Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Davide Lauro
- Endocrinology and Diabetology Unit, Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Massimino D'Armiento
- Endocrinology, Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Enzo Bonora
- Section of Endocrinology, Diabetes and Metabolism, Department of Medicine, University and Azienda Ospedaliera Universitaria Integrata of Verona, Verona, Italy
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20
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Veronese G, Marchesini G, Forlani G, Fabbri A. Are severe hypoglycemic episodes in diabetes correctly identified by administrative data? Evidence of underreporting from the HYPOTHESIS study. Acta Diabetol 2016; 53:677-80. [PMID: 26879948 DOI: 10.1007/s00592-016-0844-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2015] [Accepted: 01/28/2016] [Indexed: 11/27/2022]
Affiliation(s)
- G Veronese
- Unit of Metabolic Diseases & Clinical Dietetics, Department of Medical and Surgical Sciences, University of Bologna, Via Massarenti 9, 40138, Bologna, Italy.
- Department of Emergency Medicine, Ospedale Niguarda Ca' Granda, University of Milano-Bicocca, Milan, Italy.
| | - G Marchesini
- Unit of Metabolic Diseases & Clinical Dietetics, Department of Medical and Surgical Sciences, University of Bologna, Via Massarenti 9, 40138, Bologna, Italy
| | - G Forlani
- Unit of Metabolic Diseases & Clinical Dietetics, Department of Medical and Surgical Sciences, University of Bologna, Via Massarenti 9, 40138, Bologna, Italy
| | - A Fabbri
- Department of Emergency Medicine, Morgagni-Pierantoni Hospital, Forlì, Italy
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21
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Lyngsie PJ, Lopes S, Olsen J. Incidence and cost of hypoglycemic events requiring medical assistance in a hospital setting in Denmark. J Comp Eff Res 2016; 5:239-47. [DOI: 10.2217/cer.15.68] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Aims: The purpose of this study was to estimate the incidence and hospital costs associated with hypoglycemic episodes (HEs) requiring hospital admission or emergency room (ER) visits in Denmark. Materials & methods: This study analyzed data from the National Patient Registry. Data on HE-related hospital admissions or ER visits occurring between 2008 and 2011 were collected and analyzed. Results: There were 1906 hospital admissions and 803 ER visits in 2008 compared with 1646 hospital admissions and 547 ER visits in 2011, corresponding to a decrease in incidence from 10.6 to 7.1. The estimated annual total hospital costs ranged from €3.0 million in 2008 to €2.3 million in 2011. Conclusion: HEs represent a major burden for the Danish healthcare system.
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Affiliation(s)
- Pavika J Lyngsie
- Novo Nordisk Scandinavia AB, Arne Jacobsens Allé 17, DK-2300 København S, Denmark
| | - Sandra Lopes
- Novo Nordisk Scandinavia AB, Arne Jacobsens Allé 17, DK-2300 København S, Denmark
| | - Jens Olsen
- Incentive, Holte Stationsvej 14, DK-2840 Holte, Denmark
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22
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Raschi E, Poluzzi E, Koci A, Antonazzo IC, Marchesini G, De Ponti F. Dipeptidyl peptidase-4 inhibitors and heart failure: Analysis of spontaneous reports submitted to the FDA Adverse Event Reporting System. Nutr Metab Cardiovasc Dis 2016; 26:380-386. [PMID: 27067162 DOI: 10.1016/j.numecd.2016.02.006] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Revised: 01/20/2016] [Accepted: 02/10/2016] [Indexed: 01/05/2023]
Abstract
BACKGROUND AND AIMS We tested the possible association between dipeptidyl peptidase-4 inhibitors (DPP-4-I) use and heart failure (HF) occurrence by assessing the publicly available US-FDA Adverse Event Reporting System (FAERS). METHODS FAERS data reporting HF and DPP-4-Is use in the period from the fourth quarter of 2006 through 2013 were extracted, using the Standardized MedDRA Query "Cardiac failure". Disproportionality (case/non-case method) was implemented by calculating Reporting Odds Ratios (RORs) with 95% Confidence Interval (CI): (1) exploratory analysis on the entire FAERS (using rosiglitazone as positive control); (2) consolidated analyses by therapeutic area (within antidiabetics), correcting for event- and drug-related competition bias and adjusting for co-reported drugs as confounders. RESULTS HF during DPP4-I use was recorded in 390 reports (4.4% of total reports). In exploratory analysis, statistically significant ROR emerged for DPP-4-I as a class (ROR = 1.17; 95% CI = 1.05-1.29), saxagliptin (1.68; 1.29-2.17), vildagliptin (2.39; 1.38-4.14), and rosiglitazone (13.98; 13.30-14.70). In consolidated analyses, the ROR for saxagliptin (2.60; 1.92-3.50) and vildagliptin (4.07; 2.28-7.27) increased, and became also significant for sitagliptin (1.61; 1.40-1.86). Concomitant drugs were reported in more than 50% of cases; the adjusted RORs of saxagliptin (2.30; 1.70-3.10), vildagliptin (3.15; 1.76-5.63), and sitagliptin (1.48; 1.28-1.71) were nonetheless significant. CONCLUSION FAERS data are consistent with clinical studies on a possible association between saxagliptin and HF. The disproportionate reporting of HF with sitagliptin, conflicting with a recent phase IV trial, suggests that cardiovascular safety requires close post-marketing vigilance by clinicians of individual DPP-4-I in the community until the issue of class effect is solved.
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Affiliation(s)
- E Raschi
- Alma Mater Studiorum - University of Bologna, Dept. of Medical and Surgical Sciences, Pharmacology Unit, Bologna, Italy
| | - E Poluzzi
- Alma Mater Studiorum - University of Bologna, Dept. of Medical and Surgical Sciences, Pharmacology Unit, Bologna, Italy
| | - A Koci
- Alma Mater Studiorum - University of Bologna, Dept. of Medical and Surgical Sciences, Pharmacology Unit, Bologna, Italy
| | - I C Antonazzo
- Alma Mater Studiorum - University of Bologna, Dept. of Medical and Surgical Sciences, Pharmacology Unit, Bologna, Italy
| | - G Marchesini
- Alma Mater Studiorum - University of Bologna, Dept. of Medical and Surgical Sciences, Unit of Metabolic Diseases & Clinical Dietetics, Bologna, Italy
| | - F De Ponti
- Alma Mater Studiorum - University of Bologna, Dept. of Medical and Surgical Sciences, Pharmacology Unit, Bologna, Italy.
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Veronese G, Marchesini G, Forlani G, Saragoni S, Degli Esposti L, Centis E, Fabbri A. Costs associated with emergency care and hospitalization for severe hypoglycemia. Nutr Metab Cardiovasc Dis 2016; 26:345-351. [PMID: 26897390 DOI: 10.1016/j.numecd.2016.01.007] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2015] [Revised: 11/29/2015] [Accepted: 01/11/2016] [Indexed: 02/07/2023]
Abstract
BACKGROUND AND AIMS We aimed to determine the direct economic cost of the management of severe hypoglycemia among people with diabetes in Italy. METHODS AND RESULTS Data of cases with an acceptance diagnosis of hypoglycemia between January 2011 and June 2012 were collected in 46 Emergency Departments (EDs). Emergency care costs were computed by estimating the average cost per ambulance service, ED visit and short-term (<24 h) observation period. Hospitalization expenditure was estimated using the average cost reimbursed by the Italian healthcare system for hospital admission per patient with diabetes in a specific hospital ward. We retrieved 3516 hypoglycemic episodes occurring in subjects with diabetes. Half the cases (51.8%) required referral to EDs by means of the emergency ambulance services. A total of 1751 cases (49.8%) received an ED visit followed by discharge; 604 cases (17.2%) received a short-term observation period; 1161 (33.1%) were hospitalized. Unit costs for emergency care management were estimated at €205 for an ambulance call, €23 for an ED visit, and €220 for a short-term observation. The mean hospitalization cost was estimated at €5317; the average cost per each severe hypoglycemic event totaled €1911. From a base case assumption, the total direct cost of severe hypoglycemia in patients with diabetes in Italy was estimated to be approximately €23 million per year. CONCLUSION Severe hypoglycemia in patients with diabetes constitutes a remarkable economic burden for national healthcare systems. Measures for preventing hypoglycemia are mandatory in diabetes management programs considering the impact on patients and on health spending.
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Affiliation(s)
- G Veronese
- Department of Medical and Surgical Sciences, Unit of Metabolic Diseases & Clinical Dietetics, University of Bologna, Bologna, Italy; Department of Emergency Medicine, Ospedale Niguarda Ca' Granda, University of Milano-Bicocca, Milano, Italy.
| | - G Marchesini
- Department of Medical and Surgical Sciences, Unit of Metabolic Diseases & Clinical Dietetics, University of Bologna, Bologna, Italy
| | - G Forlani
- Department of Medical and Surgical Sciences, Unit of Metabolic Diseases & Clinical Dietetics, University of Bologna, Bologna, Italy
| | - S Saragoni
- Clicon S.r.l, Health, Economics & Outcome Research, Ravenna, Italy
| | - L Degli Esposti
- Clicon S.r.l, Health, Economics & Outcome Research, Ravenna, Italy
| | - E Centis
- Department of Medical and Surgical Sciences, Unit of Metabolic Diseases & Clinical Dietetics, University of Bologna, Bologna, Italy
| | - A Fabbri
- Department of Emergency Medicine, Morgagni-Pierantoni Hospital, Forlì, Italy
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Chevalier P, Vandebrouck T, De Keyzer D, Mertens A, Lamotte M. Cost and co-morbidities associated with hypoglycemic inpatients in Belgium. J Med Econ 2016; 19:44-52. [PMID: 26428944 DOI: 10.3111/13696998.2015.1086775] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND AND OBJECTIVES Little is known about the economic burden of hypoglycemia in Belgium, or its related co-morbidities. This study aimed at estimating the cost and length of stay associated with hypoglycemia-related hospitalizations in diabetic patients in Belgium and the association between hypoglycemia and in-hospital all-cause mortality, incidence of traumatic fractures, depression, and cardiovascular diseases (myocardial infarction or unstable angina), using retrospective data from 2011. METHODS Patient data were retrieved from the IMS Hospital Disease Database, including longitudinal (per calendar year) information on diagnoses, procedures, and drugs prescribed in ∼20% of all Belgian hospital beds. The eligible population included all adult (<19 year) diabetic (both types) patients, further split between those with/without a history of hypoglycemia-related hospitalizations. Diabetes, hypoglycemia, and co-morbidities of interest were identified based on International Classification of Diseases and Related Health Problems Version 9 (ICD-9) diagnosis codes. All costs were extrapolated to 2014 using progression in hospitalization costs since 2001. RESULTS A total of 43,410 diabetes-related hospitalizations were retrieved, corresponding to 30,710 distinct patients. The average hospitalization cost was €10,258 when hypoglycemia was documented (n = 2625), vs €7173 in other diabetic hospitalized patients (n = 40,785). When controlling for age and sex, a higher mortality risk (OR = 1.59; p-value <0.001), a higher incidence of traumatic fractures (OR = 1.25; p-value = 0.009), and a higher probability of depression-related hospitalizations (OR = 1.90; p-value <0.001) were observed in hypoglycemic patients. A similar risk of cardiovascular event was observed in both groups, but hypoglycemic patients were more at risk of experiencing multiple events. CONCLUSION Hospitalizations for hypoglycemia are expensive and associated with an increased risk of depression and traumatic fractures as well as increased in-hospital mortality. Interventions that can help reduce the risk of hypoglycemia, and consequently the burden on hospitals and society, without compromising glycemic control, will help to further improve diabetes management.
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Affiliation(s)
| | | | | | - A Mertens
- c c Department of Endocrinology , University Hospitals of Leuven , Leuven , Belgium
| | - M Lamotte
- a a IMS Health HEOR , Vilvoorde , Belgium
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Salutini E, Bianchi C, Santini M, Dardano A, Daniele G, Penno G, Miccoli R, Del Prato S. Access to emergency room for hypoglycaemia in people with diabetes. Diabetes Metab Res Rev 2015; 31:745-51. [PMID: 26044573 DOI: 10.1002/dmrr.2667] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2015] [Revised: 05/08/2015] [Accepted: 05/10/2015] [Indexed: 11/12/2022]
Abstract
BACKGROUND Hypoglycaemia is a major burden of the pharmacological therapy of diabetes and is associated with increased morbidity, mortality and treatment costs. METHODS We screened all admissions to the emergency room of the Pisa University Hospital from 1 January 2009 to 31 December 2013, selecting individuals with a discharge diagnosis of hypoglycaemia. We retrieved 500 admissions involving adult diabetic patients: age 71 ± 16 years; M/F 50.2/49.8%; 70.2% type 2 diabetes (T2DM). RESULTS Among T2DM, 42.2% were on insulin, 10.8% on insulin plus oral anti-diabetes drugs and 38.2% on oral anti-diabetes drugs alone (92% sulphonylureas/glinides ± insulin-sensitizers). Glibenclamide was the most frequently used sulphonylurea (69%). Individuals treated with oral anti-diabetes drugs were older than those on insulin (79 ± 11 versus 74 ± 12 years; p < 0.0001). Among patients taking sulphonylurea, 47% had estimated glomerular filtration rate <60 mL/min/1.73 m(2) and 13.5% had <30 mL/min/1.73 m(2) . In-hospital admission occurred in 20% of cases. Hospitalized patients with T2DM were older than those discharged (80 ± 10 versus 76 ± 12 years, p < 0.01) and were on oral antidiabetic drugs in 54.8% of the cases, whereas 35.7% were on insulin (χ(2) , p < 0.0001) and 8.3% on combined therapy. Notably, 93.5% of those on oral anti-diabetic drugs were taking a secretagogue. Insulin-treated subjects were younger than those treated with oral anti-diabetic drugs alone (77 ± 12 versus 82 ± 7 years; p < 0.02). The mean in-hospital annual mortality rate was 85 deaths per 1000 patients-year. CONCLUSIONS Our results support the recommendation that the risk associated with insulin and insulin-secretagogues should be carefully assessed, particularly when prescribed in vulnerable patients with T2DM.
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Affiliation(s)
- Elisabetta Salutini
- Department of Clinical and Experimental Medicine - Section of Diabetes and Metabolic Diseases, University of Pisa, Pisa, Italy
| | - Cristina Bianchi
- Department of Clinical and Experimental Medicine - Section of Diabetes and Metabolic Diseases, University of Pisa, Pisa, Italy
| | - Massimo Santini
- Department of Emergency - Emergency Medicine Section, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
| | - Angela Dardano
- Department of Clinical and Experimental Medicine - Section of Diabetes and Metabolic Diseases, University of Pisa, Pisa, Italy
| | - Giuseppe Daniele
- Department of Clinical and Experimental Medicine - Section of Diabetes and Metabolic Diseases, University of Pisa, Pisa, Italy
| | - Giuseppe Penno
- Department of Clinical and Experimental Medicine - Section of Diabetes and Metabolic Diseases, University of Pisa, Pisa, Italy
| | - Roberto Miccoli
- Department of Clinical and Experimental Medicine - Section of Diabetes and Metabolic Diseases, University of Pisa, Pisa, Italy
| | - Stefano Del Prato
- Department of Clinical and Experimental Medicine - Section of Diabetes and Metabolic Diseases, University of Pisa, Pisa, Italy
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