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Pettus J, Santos Cavaiola T, Edelman SV. Recommendations for Initiating Use of Afrezza Inhaled Insulin in Individuals with Type 1 Diabetes. Diabetes Technol Ther 2018; 20:448-451. [PMID: 29901406 DOI: 10.1089/dia.2017.0463] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Treatment with Afrezza® (insulin human) inhalation powder in individuals with type 1 diabetes (T1D) reduces HbA1c levels similar to rapid-acting insulin analogs, but with significantly less hypoglycemia due to its unique time action profile. Examinations of studies of Afrezza pharmacokinetics/pharmacodynamics, relevant clinical trials, and U.S. Food and Drug Administration (FDA) documentation suggest that current FDA-mandated dosing recommendations for initiating Afrezza treatment may not result in optimal glycemic control for individuals with T1D. Recommendations for initiating Afrezza insulin therapy in T1D patients are presented in this article.
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Affiliation(s)
- Jeremy Pettus
- 1 Department of Medicine, Clinical and Translational Research Institute (CTRI), University of California San Diego , San Diego, California
| | - Tricia Santos Cavaiola
- 1 Department of Medicine, Clinical and Translational Research Institute (CTRI), University of California San Diego , San Diego, California
| | - Steven V Edelman
- 1 Department of Medicine, Clinical and Translational Research Institute (CTRI), University of California San Diego , San Diego, California
- 2 University of California San Diego and Taking Control of Your Diabetes 501c3 , San Diego, California
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Wan W, Skandari MR, Minc A, Nathan AG, Winn A, Zarei P, O'Grady M, Huang ES. Cost-effectiveness of Continuous Glucose Monitoring for Adults With Type 1 Diabetes Compared With Self-Monitoring of Blood Glucose: The DIAMOND Randomized Trial. Diabetes Care 2018; 41:1227-1234. [PMID: 29650803 PMCID: PMC5961392 DOI: 10.2337/dc17-1821] [Citation(s) in RCA: 59] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Accepted: 02/27/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE This study evaluated the societal cost-effectiveness of continuous glucose monitoring (CGM) in patients with type 1 diabetes (T1D) using multiple insulin injections. RESEARCH DESIGN AND METHODS In the Multiple Daily Injections and Continuous Glucose Monitoring in Diabetes (DIAMOND) trial, 158 patients with T1D and HbA1c ≥7.5% were randomized in a 2:1 ratio to CGM or control. Participants were surveyed at baseline and 6 months. Within-trial and lifetime cost-effectiveness analyses were conducted. A modified Sheffield T1D policy model was used to simulate T1D complications. The main outcome was cost per quality-adjusted life-year (QALY) gained. RESULTS Within the 6-month trial, the CGM group had similar QALYs to the control group (0.462 ± 0.05 vs. 0.455 ± 0.06 years, P = 0.61). The total 6-month costs were $11,032 (CGM) vs. $7,236 (control). The CGM group experienced reductions in HbA1c (0.60 ± 0.74% difference in difference [DiD]), P < 0.01), the daily rate of nonsevere hypoglycemia events (0.07 DiD, P = 0.013), and daily test strip use (0.55 ± 1.5 DiD, P = 0.04) compared with the control group. In the lifetime analysis, CGM was projected to reduce the risk of T1D complications and increase QALYs by 0.54. The incremental cost-effectiveness ratio (ICER) was $98,108 per QALY for the overall population. By extending sensor use from 7 to 10 days in a real-world scenario, the ICER was reduced to $33,459 per QALY. CONCLUSIONS For adults with T1D using multiple insulin injections and still experiencing suboptimal glycemic control, CGM is cost-effective at the willingness-to-pay threshold of $100,000 per QALY, with improved glucose control and reductions in nonsevere hypoglycemia.
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Affiliation(s)
- Wen Wan
- Section of General Internal Medicine, University of Chicago, Chicago, IL
| | - M Reza Skandari
- Section of General Internal Medicine, University of Chicago, Chicago, IL
| | - Alexa Minc
- Section of General Internal Medicine, University of Chicago, Chicago, IL
| | - Aviva G Nathan
- Section of General Internal Medicine, University of Chicago, Chicago, IL
| | - Aaron Winn
- School of Pharmacy, Medical College of Wisconsin, Milwaukee, WI
| | - Parmida Zarei
- Section of General Internal Medicine, University of Chicago, Chicago, IL
| | - Michael O'Grady
- National Opinion Research Center, University of Chicago, Chicago, IL
| | - Elbert S Huang
- Section of General Internal Medicine, University of Chicago, Chicago, IL
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Home P, Calvi‐Gries F, Blonde L, Pilorget V, Berlingieri J, Freemantle N. Clinical correlates of hypoglycaemia over 4 years in people with type 2 diabetes starting insulin: An analysis from the CREDIT study. Diabetes Obes Metab 2018; 20:921-929. [PMID: 29205734 PMCID: PMC5887914 DOI: 10.1111/dom.13179] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2017] [Revised: 11/09/2017] [Accepted: 11/30/2017] [Indexed: 11/27/2022]
Abstract
AIM To identify factors associated with documented symptomatic and severe hypoglycaemia over 4 years in people with type 2 diabetes starting insulin therapy. MATERIALS AND METHODS CREDIT, a prospective international observational study, collected data over 4 years on people starting any insulin in 314 centres; 2729 and 2271 people had hypoglycaemia data during the last 6 months of years 1 and 4, respectively. Multivariable logistic regression was used to select the characteristics associated with documented symptomatic hypoglycaemia, and the model was tested against severe hypoglycaemia. RESULTS The proportions of participants reporting ≥1 non-severe event were 18.5% and 16.6% in years 1 and 4; the corresponding proportions of those achieving a glycated haemoglobin (HbA1c) concentration <7.0% (<53 mmol/mol) were 24.6% and 18.3%, and 16.5% and 16.2% of those who did not. For severe hypoglycaemia, the proportions were 3.0% and 4.6% of people reaching target vs 1.5% and 1.1% of those not reaching target. Multivariable analysis showed that, for documented symptomatic hypoglycaemia at both years 1 and 4, baseline lower body mass index and more physical activity were predictors, and lower HbA1c was an explanatory variable in the respective year. Models for documented symptomatic hypoglycaemia predicted severe hypoglycaemia. Insulin regimen was a univariate explanatory variable, and was not retained in the multivariable analysis. CONCLUSIONS Hypoglycaemia occurred at significant rates, but was stable over 4 years despite increased insulin doses. The association with insulin regimen and with oral agent use declined over that time. Associated predictors and explanatory variables for documented symptomatic hypoglycaemia conformed to clinical impressions and could be extended to severe hypoglycaemia. Better achieved HbA1c was associated with a higher risk of hypoglycaemia.
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Affiliation(s)
- Philip Home
- Institute for Cellular MedicineNewcastle UniversityNewcastle upon TyneUK
| | | | - Lawrence Blonde
- Department of EndocrinologyFrank Riddick Diabetes Institute, Ochsner Medical CenterNew OrleansLouisiana
| | | | | | - Nick Freemantle
- Department of Primary Care and Population HealthUniversity College LondonLondonUK
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Anderbro TC, Amsberg S, Moberg E, Gonder‐Frederick L, Adamson U, Lins P, Johansson U. A longitudinal study of fear of hypoglycaemia in adults with type 1 diabetes. Endocrinol Diabetes Metab 2018; 1:e00013. [PMID: 30815549 PMCID: PMC6354747 DOI: 10.1002/edm2.13] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Revised: 01/08/2018] [Accepted: 01/18/2018] [Indexed: 12/21/2022] Open
Abstract
AIMS To investigate fear of hypoglycaemia (FoH) longitudinally in a cross-sectional study of adult patients with type 1 diabetes. Specifically, we investigated two subgroups of patients who over 4 years either showed a substantial increase or decrease in level of FoH to identify factors associated with changes in FoH. METHODS The Swedish version of the Hypoglycaemia Fear Survey (HFS) along with a questionnaire to assess hypoglycaemia history was sent by mail to 764 patients in 2010. The responders in 2010 (n = 469) received another set of the same two questionnaires in 2014. HbA1c, insulin regimen, weight and creatinine from 2010 and 2014 were obtained from medical records. Those with an absolute difference in HFS scores ≥ 75th percentile were included in the subgroup analyses. Statistical analyses included one-sample t tests, chi-square and McNemar's test. RESULTS The absolute difference in the HFS total score (n = 347) between 2010 and 2014 was m = ±7.6, SD ± 6. In the increased FoH group, more patients reported a high level of moderate hypoglycaemic episodes as well as impaired awareness of hypoglycaemia in 2014 compared with the decreased FoH group. There were more subjects in the increased FoH group with insulin pumps in 2014 and in 2010. In the decreased FoH group, more patients had a high frequency of daily self-monitoring of blood glucose (SMBG) in 2010 and in 2014. CONCLUSIONS Fear of hypoglycaemia is stable across time for most patients. Changes in fear level are associated with changes in hypoglycaemia frequency. Thus, asking patients about changes in hypoglycaemia experiences is of great importance.
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Affiliation(s)
- Therese Carin Anderbro
- Department of Clinical SciencesKarolinska InstitutetDanderyd HospitalStockholmSweden
- Department of PsychologyStockholm UniversityStockholmSweden
| | | | - Erik Moberg
- Department of MedicineKarolinska InstitutetKarolinska University HospitalStockholmSweden
| | - Linda Gonder‐Frederick
- Department of Psychiatry and Neurobehavioural SciencesUniversity of VirginiaCharlottesvilleVAUSA
| | - Ulf Adamson
- Department of Clinical SciencesKarolinska InstitutetDanderyd HospitalStockholmSweden
| | - Per‐Eric Lins
- Department of Clinical SciencesKarolinska InstitutetDanderyd HospitalStockholmSweden
| | - Unn‐Britt Johansson
- Sophiahemmet UniversityStockholmSweden
- Department of Clinical Sciences and EducationSödersjukhusetStockholmSweden
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Fadini GP, Boscari F, Cappellari R, Galasso S, Rigato M, Bonora BM, D'Anna M, Bruttomesso D, Avogaro A. Effects of Hypoglycemia on Circulating Stem and Progenitor Cells in Diabetic Patients. J Clin Endocrinol Metab 2018; 103:1048-1055. [PMID: 29300991 DOI: 10.1210/jc.2017-02187] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Accepted: 12/21/2017] [Indexed: 01/07/2023]
Abstract
CONTEXT Iatrogenic hypoglycemia is the most common acute diabetic complication, and it significantly increases morbidity. In people with diabetes, reduction in the levels of circulating stem and progenitor cells predicts adverse outcomes. OBJECTIVE To evaluate whether hypoglycemia in diabetes affects circulating stem cells and endothelial progenitor cells (EPCs). DESIGN We performed an experimental hypoglycemia study (Study 1) and a case-control study (Study 2). SETTING Tertiary referral inpatient clinic. PATIENTS AND OTHER PARTICIPANTS Type 1 diabetic patients (Study 1, n = 19); diabetic patients hospitalized for severe iatrogenic hypoglycemia, matched inpatient and outpatient controls (Study 2, n = 22/group). INTERVENTIONS Type 1 diabetic patients underwent two in-hospital sessions of glucose monitoring during a breakfast meal with or without induction of hypoglycemia in random order. In Study 2, patients hospitalized for hypoglycemia and matched controls were compared. MAIN OUTCOME MEASURE Circulating stem cells and EPCs were measured by flow cytometry based on the expression of CD34 and kinase insert domain receptor (KDR). RESULTS In Study 1, the physiologic decline of CD34+KDR+ EPCs from 8 am to 2 pm was abolished by insulin-induced hypoglycemia in type 1 diabetic patients. In Study 2, diabetic patients hospitalized for severe iatrogenic hypoglycemia had significantly lower levels of CD34+ stem cells and CD34+KDR+ EPCs compared with diabetic inpatients or outpatient controls. CONCLUSIONS In diabetic patients, a single mild hypoglycemic episode can compromise the physiologic EPC fluctuation, whereas severe hypoglycemia is associated with a marked reduction in stem cells and EPCs. These data provide a possible link between hypoglycemia and adverse outcomes of diabetes.
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Affiliation(s)
| | | | | | - Silvia Galasso
- Department of Medicine, University of Padova, Padova, Italy
| | - Mauro Rigato
- Department of Medicine, University of Padova, Padova, Italy
| | | | | | | | - Angelo Avogaro
- Department of Medicine, University of Padova, Padova, Italy
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Abstract
OBJECTIVE An in silico study of type 1 diabetes (T1DM) patients utilized the UVA-PADOVA Type 1 Diabetes Simulator to assess the effect of patient blood glucose monitoring (BGM) system accuracy on clinical outcomes. We applied these findings to assess the financial impact of BGM system inaccuracy. METHODS The study included 43 BGM systems previously assessed for accuracy according to ISO 15197:2003 and ISO 15197:2013 criteria. Glycemic responses for the 100 in silico adult T1DM subjects were generated, using each meter. Changes in estimated HbA1c, severe hypoglycemic events, and health care resource utilization were computed for each simulation. The HbA1c Translator modeling approach was used to calculate the financial impact of these changes. RESULTS The average cost of inaccuracy associated with the entire group of BGM systems was £155 per patient year (PPY). The average additional cost of BGM systems not meeting the ISO 15197:2003 standard was an estimated £178 PPY more than an average system that fulfills the standard and an estimated £235 PPY more than an average system that appears to meet the ISO 15197:2013 standard. CONCLUSION There is a clear relationship between BGM system accuracy and cost, with the highest costs being associated with BGM systems not meeting the ISO 15197:2003 standard. Lower costs are associated with systems meeting the ISO 15197:2013 system accuracy criteria. Using BGM systems that meet the system accuracy criteria of the ISO 15197:2013 standard can help reduce the clinical and financial consequences associated with inaccuracy of BGM devices.
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Affiliation(s)
| | - Enrique Campos-Náñez
- Center for Diabetes Technology, University of Virginia, Charlottesville, VA, USA
| | | | - Marc D. Breton
- Center for Diabetes Technology, University of Virginia, Charlottesville, VA, USA
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Abstract
AIMS More than 29 million people in the US have type 2 diabetes mellitus (T2DM), a chronic metabolic disorder characterized by a progressive deterioration of glucose control, which eventually requires insulin. Abnormally low levels of blood glucose, a feared side-effect of insulin treatment, may cause severe hypoglycemia (SHO), leading to emergency department (ED) admission, hospitalization, and long-term complications; these, in turn, drive up the costs of T2DM. This study's objective was to estimate the prevalence and costs of SHO-related hospitalizations and their additional longer-term impacts on patients with T2DM using insulin. METHODS Using Truven MarketScan claims, we identified adult T2DM patients using basal and basal-bolus insulin regimens who were hospitalized for SHO (inpatient SHO patients) during 2010-2015. Two comparison groups were defined: those with outpatient SHO-related encounters only, including ED visits without hospitalization (outpatient SHO patients), and those with no SHO- or acute hyperglycemia-related events (comparison patients). Lengths of stay and SHO-related hospitalization costs were estimated, and propensity score and inverse probability weighting methods were used to adjust for baseline differences across the groups to evaluate longer-term impacts. RESULTS We identified 66,179 patients using basal and 81,876 patients using basal-bolus insulin, of which ∼1.1% (basal) to 3.2% (basal-bolus) experienced at least one SHO-related hospitalization. Among those who experienced SHO (i.e. those in the inpatient and outpatient SHO groups), 27% (basal) and 40% (basal-bolus) experienced at least one SHO-related hospitalization. One-third of basal and about one-quarter of basal-bolus patients were admitted directly to the hospital; the remainder were first assessed or treated in the ED. Inpatient SHO patients using basal insulin stayed in the hospital, including time in the ED, for 2.8 days and incurred $6896 in costs; patients using basal-bolus insulin stayed in the hospital for 2.6 days and incurred costs of $5802. Forty-to-fifty percent of inpatient SHO patients were hospitalized again for SHO. Inpatient SHO patients using basal insulin incurred significantly higher monthly costs after their initial SHO-related hospitalization than patients in the other two groups ($2935 vs $1819 and $1638), corresponding to 61% and 79% higher monthly costs; patients using basal-bolus insulin also incurred significantly higher monthly costs than patients in the other groups ($3606 vs $2731 and $2607), corresponding to 32% and 38% higher monthly costs. LIMITATIONS These analyses excluded patients who did not seek ED or hospital care when faced with SHO; events may have been miscoded; and we were not able to account for clinical characteristics associated with SHO, such as insulin dose and duration of diabetes, or unmeasured confounders. CONCLUSIONS The burden associated with SHO is not negligible. Nearly one in three patients using only basal insulin and one in four patients using basal-bolus regimens who experienced SHO were hospitalized at least once due to SHO. Not only did those patients incur the costs of their SHO hospitalization, but they also incurred at least $1,116 (62%) and $875 (70%) more per month than outpatient SHO or comparison patients. Reducing SHO events can help decrease the burden associated with SHO among patients with T2DM.
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58
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Heinemann L, Parkin CG. Rethinking the Viability and Utility of Inhaled Insulin in Clinical Practice. J Diabetes Res 2018; 2018:4568903. [PMID: 29707584 PMCID: PMC5863311 DOI: 10.1155/2018/4568903] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Revised: 12/21/2017] [Accepted: 01/23/2018] [Indexed: 01/01/2023] Open
Abstract
Despite considerable advances in pharmacotherapy and self-monitoring technologies in the last decades, a large percentage of adults with diabetes remain unsuccessful in achieving optimal glucose due to suboptimal medication adherence. Contributors to suboptimal adherence to insulin treatment include pain, inconvenience, and regimen complexity; however, a key driver is hypoglycemia. Improvements in the PK/PD characteristics of today's SC insulins provide more physiologic coverage of basal and prandial insulin requirements than regular human insulin; however, they do not achieve the rapid on/rapid off characteristics of endogenously secreted insulin seen in healthy, nondiabetic individuals. Pulmonary administration of prandial insulin represents an attractive option that overcomes limitations of SC insulin by providing more a rapid onset of action and a faster return of action to baseline levels than SC administration of rapid-acting insulin analogs. This article reviews the unique PK/PD properties of a novel inhaled formulation that support its use in patient populations with T1D or T2D.
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Abstract
AIMS Approximately 1.25 million people in the US have type 1 diabetes mellitus (T1DM), a chronic metabolic disease that develops from the body's inability to produce insulin, and requires life-long insulin therapy. Poor insulin adherence may cause severe hypoglycemia (SHO), leading to hospitalization and long-term complications; these, in turn, drive up costs of SHO and T1DM overall. This study's objective was to estimate the prevalence and costs of SHO-related hospitalizations and their additional longer-term impacts on patients with T1DM using basal-bolus insulin. METHODS Using Truven MarketScan claims, we identified adult T1DM patients using basal-bolus insulin regimens who were hospitalized for SHO (inpatient SHO patients) during 2010-2015. Two comparison groups were defined: those with outpatient SHO-related encounters only, including emergency department (ED) visits without hospitalization (outpatient SHO patients), and those with no SHO- or acute hyperglycemia-related events (comparison patients). Lengths of stay and SHO-related hospitalization costs were estimated and propensity score and inverse probability weighting methods were used to adjust for baseline differences across the groups to evaluate longer-term impacts. RESULTS We identified 8,734 patients, of which 4.2% experienced at least one SHO-related hospitalization. Among those who experienced SHO (i.e. of those in the inpatient and outpatient SHO groups), 31% experienced at least one SHO-related hospitalization, while 9% were treated in the ED without subsequent hospitalization. Approximately 79% of patients were admitted directly to the hospital; the remainder were first assessed or treated in the ED. The inpatient SHO patients stayed in the hospital, including time in the ED, for 1.7 days and incurred $3551 in costs. About one-third of patients were hospitalized again for SHO. Inpatient SHO patients incurred significantly higher monthly costs after their initial SHO-related hospitalization than patients in the two other groups ($2084 vs $1313 and $1372), corresponding to 59% or 52% higher monthly costs for inpatient SHO patients. LIMITATIONS These analyses excluded patients who did not seek ED or hospital care when faced with SHO; events may have been miscoded; and we were not able to account for clinical characteristics associated with SHO, such as insulin dose and duration of diabetes, or unmeasured confounders. CONCLUSIONS The burden associated with SHO is not negligible. About 4% of T1DM patients using basal-bolus insulin regimens are hospitalized at least once due to SHO. Not only did those patients incur the costs of their SHO hospitalization, but they also incur red at least $712 (52%) more in costs per month after their hospitalization than outpatient SHO or comparison patients. Reducing SHO events can help decrease the burden associated with SHO among patients with T1DM.
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de Decker L, Hanon O, Boureau AS, Chapelet G, Dibon C, Pichelin M, Berrut G, Cariou B. Association Between Hypoglycemia and the Burden of Comorbidities in Hospitalized Vulnerable Older Diabetic Patients: A Cross-Sectional, Population-Based Study. Diabetes Ther 2017; 8:1405-1413. [PMID: 29086351 PMCID: PMC5688985 DOI: 10.1007/s13300-017-0319-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2017] [Indexed: 01/16/2023] Open
Abstract
INTRODUCTION From a patient-centered perspective, the assessment of risk factors of hypoglycemia is of critical importance for the management of type 2 diabetes (T2D). However, the association between the occurrence of hypoglycemia and high burden of comorbidities has been poorly studied in vulnerable older patients. Here, we aimed to determine whether a high burden of comorbidities is associated with hypoglycemia in very old patients with T2D. METHODS A total of 1552 elderly (age ≥ 80 years old) patients with T2D were recruited in a nationwide cross-sectional study performed in French geriatric care units. Hypoglycemia was defined as a confirmed blood glucose value level ≤ 70 mg/dL. Comorbidities were assessed using the Charlson Comorbidity Index (CCI). RESULTS Amongst the 1552 recruited patients (mean age 86.4 years), 415 (26.7%) had documented hypoglycemia. Compared to patients in whom hypoglycemia was not reported, they have a lower body weight (p = 0.004), a reduced eGFR (p < 0.001), a greater level of dependency (p < 0.001) as well as history of dementia (p = 0.006) and cardiovascular disease (p < 0.001), and a higher CCI (4.7 vs 3.8, p < 0.001). Patients with hypoglycemia had a higher frequency of daily self-monitoring blood glucose (SMBG) (p < 0.001) and insulin use (p < 0.001), with reduced sulfonylurea use (p < 0.001). In multivariate logistic regression analysis, insulin therapy (OR 3.32, p < 0.001), daily SMBG (OR 1.79, p = 0.02), CCI (OR 1.24, p = 0.01), and age (OR 0.96, p = 0.03) were independently associated with the risk of hypoglycemia. CONCLUSION In addition to insulin therapy, a high burden of comorbidities was independently associated with hypoglycemia in older vulnerable patients with T2D.
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Affiliation(s)
- Laure de Decker
- Laboratory of clinical and experimental therapeutics of infections, EA 3628, Nantes University, 44000, Nantes, France
- Department of Geriatrics, Nantes University Hospital, 44000, Nantes, France
| | - Olivier Hanon
- Department of Geriatrics, Broca Hospital, Public Hospital of Paris, 75013 Paris, France
- Laboratory of Alzheimer disease : genetic and vascular markers, neuropsychology, psychosocial interventions and technologies, EA 4468, Paris Descartes University, Sorbonne Paris Cité, 75006 Paris, France
| | | | - Guillaume Chapelet
- Laboratory of clinical and experimental therapeutics of infections, EA 3628, Nantes University, 44000, Nantes, France
- Department of Geriatrics, Nantes University Hospital, 44000, Nantes, France
| | - Christelle Dibon
- Department of Geriatrics, Nantes University Hospital, 44000, Nantes, France
| | - Matthieu Pichelin
- Department of Endocrinology, l'institut du thorax, Nantes University Hospital, 44000, Nantes, France
| | - Gilles Berrut
- Department of Geriatrics, Nantes University Hospital, 44000, Nantes, France
| | - Bertrand Cariou
- Department of Endocrinology, l'institut du thorax, Nantes University Hospital, 44000, Nantes, France.
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Aleppo G, Laffel LM, Ahmann AJ, Hirsch IB, Kruger DF, Peters A, Weinstock RS, Harris DR. A Practical Approach to Using Trend Arrows on the Dexcom G5 CGM System for the Management of Adults With Diabetes. J Endocr Soc 2017; 1:1445-1460. [PMID: 29344577 PMCID: PMC5760210 DOI: 10.1210/js.2017-00388] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Accepted: 11/03/2017] [Indexed: 11/19/2022] Open
Affiliation(s)
- Grazia Aleppo
- Division of Endocrinology, Metabolism and Molecular Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois 60611
| | - Lori M Laffel
- Pediatric, Adolescent and Young Adult Programs, Joslin Diabetes Center, Harvard Medical School, Boston, Massachusetts 02215
| | - Andrew J Ahmann
- Division of Endocrinology, Diabetes and Clinical Nutrition, Oregon Health & Science University, Portland, Oregon 97239
| | - Irl B Hirsch
- Department of Medicine, University of Washington, Seattle, Washington 98195
| | - Davida F Kruger
- Division of Endocrinology, Diabetes and Bone & Mineral, Henry Ford Health System, Detroit, Michigan 48202
| | - Anne Peters
- Keck School of Medicine, University of Southern California, Los Angeles, California 90033
| | - Ruth S Weinstock
- Department of Medicine, SUNY Upstate Medical University, Syracuse, New York 13210
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Hussein Z, Kamaruddin NA, Chan SP, Jain A, Uppal S, Bebakar WMW. Hypoglycemia awareness among insulin-treated patients with diabetes in Malaysia: A cohort subanalysis of the HAT study. Diabetes Res Clin Pract 2017; 133:40-49. [PMID: 28888148 DOI: 10.1016/j.diabres.2017.08.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Revised: 04/26/2017] [Accepted: 08/08/2017] [Indexed: 11/23/2022]
Abstract
AIMS The present Malaysian cohort analysis determined the prevalence of hypoglycemia among patients with type 1 diabetes mellitus (T1DM) or type 2 diabetes mellitus (T2DM) attending primary care- or hospital-based diabetes clinics in Malaysia and their awareness of the symptoms of hypoglycemia. METHODS The Hypoglycemia Assessment Tool (HAT) study was a non-interventional, 6-month retrospective and 4-week prospective analysis of hypoglycemic events in 24 countries, using self-assessment questionnaires and diaries among patients with T1DM/T2DM aged ≥18years, using insulin for >12months. This report focuses on prospective data, as they are less prone to recall bias. RESULTS There were 1153 participants in the Malaysian cohort (114 T1DM; 1039 T2DM). In the prospective period, 50.4% and 33.4% of patients reported ≥1 hypoglycemic events, with estimated rates of 20.3 and 13.1 events per patient-year of exposure in patients with T1DM and T2DM, respectively. 24.8% and 16.1% of patients with T1DM or T2DM, respectively, reported ≥1 nocturnal hypoglycemic event. The majority of patients (96.5%, T1DM; 91.8%, T2DM) knew what hypoglycemia was prior to the study. Impaired awareness was present in 48.0% (T1DM) and 36.9% (T2DM) of patients. In the prospective period, 50% of patients with T1DM or T2DM consulted a doctor or nurse following a hypoglycemia episode. CONCLUSIONS Half of patients with T1DM and a third of patients with T2DM reported ≥1 hypoglycemic event during the prospective period. Although the majority of patients knew the typical features of hypoglycemia, many reported impaired ability to recognize symptoms in real life. The present findings highlight the importance of patient education and physician awareness in dealing with hypoglycemia, in particular the burden of hypoglycemic unawareness. CLINICAL TRIAL NUMBER This trial was registered at www.clinicaltrials.gov as NCT01696266 on 26 September 2012.
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Affiliation(s)
- Zanariah Hussein
- Department of Medicine, Hospital Putrajaya, Putrajaya, Malaysia.
| | - Nor Azmi Kamaruddin
- Department of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Kuala Lumpur, Malaysia
| | - Siew Pheng Chan
- Department of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Anand Jain
- Medical Affairs, Novo Nordisk Region International Operations AG, Zurich, Switzerland
| | - Shweta Uppal
- Clinical, Medical, Regulatory, and Quality, Novo Nordisk Pharma (Malaysia) Sdn Bhd, Kuala Lumpur, Malaysia
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Owens DR, Bolli GB, Charbonnel B, Haak T, Landgraf W, Porcellati F, Traylor L, Kautzky-Willer A. Effects of age, gender, and body mass index on efficacy and hypoglycaemia outcomes across treat-to-target trials with insulin glargine 100 U/mL added to oral antidiabetes agents in type 2 diabetes. Diabetes Obes Metab 2017; 19:1546-1554. [PMID: 28449412 DOI: 10.1111/dom.12966] [Citation(s) in RCA: 7] [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: 12/21/2016] [Revised: 04/03/2017] [Accepted: 04/09/2017] [Indexed: 02/02/2023]
Abstract
AIMS To analyse the effects of patient characteristics and different oral antidiabetes drug (OAD) use on standardised clinical outcomes in type 2 diabetes patients initiating insulin glargine 100 U/mL (Gla-100). MATERIALS AND METHODS Patient-level data from 16 randomized, treat-to-target clinical trials that added Gla-100 to existing metformin (MET), sulfonylurea (SU) or metformin plus sulfonylurea (MET+SU) treatment in insulin-naïve patients inadequately controlled by oral therapy were analysed and patients were followed for ≥24 weeks. Change in glycated haemoglobin A1c (HbA1c) from baseline to week 24, other glycaemic endpoints and incidence of hypoglycaemia (overall, nocturnal, and severe) were analysed by age (<65 vs ≥65 years), gender (male vs female), body mass index (BMI; <25 vs ≥25 to <30 vs >30 kg/m2 ) and concomitant OAD (MET vs SU vs MET+SU). RESULTS At baseline, the overall population (N = 3188) had a mean age of 57.7 years, BMI of 30.5 kg/m2 , HbA1c of 8.7%, fasting plasma glucose of 192 mg/dL, and 52.7% were male. Younger and older patients had similar HbA1c reductions with Gla-100 and a similar risk of hypoglycaemia. Females and patients with BMI <25 kg/m2 were less likely to achieve HbA1c targets and more likely to experience hypoglycaemia, regardless of concomitant OAD. Adding Gla-100 to SU therapy (alone or in combination with MET) increased hypoglycaemia risk across all analyses. CONCLUSIONS Our data suggest that female patients with type 2 diabetes and normal-weight patients treated with Gla-100 and MET ± SU are less likely to achieve glycaemic targets and, therefore, may require more clinical attention. Addition of Gla-100 to SU regimens may increase hypoglycaemia risk irrespective of age, gender, or BMI.
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Affiliation(s)
- David R Owens
- Diabetes Research Group, Institute of Life Sciences, College of Medicine, Swansea University, Swansea, UK
| | - Geremia B Bolli
- Department of Medicine, University of Perugia School of Medicine, Perugia, Italy
| | | | - Thomas Haak
- Diabetes Center Mergentheim, Bad Mergentheim, Germany
| | | | - Francesca Porcellati
- Department of Medicine, University of Perugia School of Medicine, Perugia, Italy
| | | | - Alexandra Kautzky-Willer
- Department of Endocrinology and Diabetes, Gender Medicine, Medical University of Vienna, Vienna, Austria
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64
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Chaugule S, Graham C. Cost-effectiveness of G5 Mobile continuous glucose monitoring device compared to self-monitoring of blood glucose alone for people with type 1 diabetes from the Canadian societal perspective. J Med Econ 2017; 20:1128-1135. [PMID: 28745578 DOI: 10.1080/13696998.2017.1360312] [Citation(s) in RCA: 14] [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] [Indexed: 10/19/2022]
Abstract
AIMS To evaluate the cost-effectiveness of real-time continuous glucose monitoring (CGM) compared to self-monitoring of blood glucose (SMBG) alone in people with type 1 diabetes (T1DM) using multiple daily injections (MDI) from the Canadian societal perspective. METHODS The IMS CORE Diabetes Model (v.9.0) was used to assess the long-term (50 years) cost-effectiveness of real-time CGM (G5 Mobile CGM System; Dexcom, Inc., San Diego, CA) compared with SMBG alone for a cohort of adults with poorly-controlled T1DM. Treatment effects and baseline characteristics of patients were derived from the DIAMOND randomized controlled clinical trial; all other assumptions and costs were sourced from published research. The accuracy and clinical effectiveness of G5 Mobile CGM is the same as the G4 Platinum CGM used in the DIAMOND randomized clinical trial. Base case assumptions included (a) baseline HbA1c of 8.6%, (b) change in HbA1c of -1.0% for CGM users vs -0.4% for SMBG users, and (c) disutilities of -0.0142 for non-severe hypoglycemic events (NSHEs) and severe hypoglycemic events (SHEs) not requiring medical intervention, and -0.047 for SHEs requiring medical resources. Treatment costs and outcomes were discounted at 1.5% per year. RESULTS The incremental cost-effectiveness ratio for the base case G5 Mobile CGM vs SMBG was $33,789 CAD/quality-adjusted life-year (QALY). Sensitivity analyses showed that base case results were most sensitive to changes in percentage reduction in hypoglycemic events and disutilities associated with hypoglycemic events. The base case results were minimally impacted by changes in baseline HbA1c level, incorporation of indirect costs, changes in the discount rate, and baseline utility of patients. CONCLUSIONS The results of this analysis demonstrate that G5 Mobile CGM is cost-effective within the population of adults with T1DM using MDI, assuming a Canadian willingness-to-pay threshold of $50,000 CAD per QALY.
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Haynes A, Hermann JM, Miller KM, Hofer SE, Jones TW, Beck RW, Maahs DM, Davis EA, Holl RW. Severe hypoglycemia rates are not associated with HbA1c: a cross-sectional analysis of 3 contemporary pediatric diabetes registry databases. Pediatr Diabetes 2017; 18:643-650. [PMID: 27878914 PMCID: PMC7162500 DOI: 10.1111/pedi.12477] [Citation(s) in RCA: 68] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2016] [Revised: 09/07/2016] [Accepted: 10/15/2016] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE To examine the association between glycated hemoglobin (HbA1c) and severe hypoglycemia rates in patients with type 1 diabetes receiving usual care, by analysing data from the US Type 1 Diabetes Exchange (T1DX), German/Austrian Diabetes Patienten Verlaufsdokumenation (DPV), and Western Australian Children Diabetes Database (WACDD) diabetes registries. METHODS Data for patients with type 1 diabetes, aged <18 years with a minimum duration of diabetes of 2 years, were extracted from each registry for a 12-month observation period between 2011 and 2012 (7,102 T1DX, 18,887 DPV, and 865 WACDD). Rates of severe hypoglycemia (self-reported loss of consciousness/convulsion) were estimated per 100 patient-years and analyzed by HbA1c, source registry, treatment regimen, and age group. RESULTS Overall, the severe hypoglycemia rate per 100 patient years was 7.1, 3.3, and 6.7 in T1DX, DPV, and WACDD patients, respectively. Lower HbA1c was not associated with an increased rate of severe hypoglycemia when examined by source registry, treatment regimen, or age group. CONCLUSION An inverse relationship between mean HbA1c and risk of severe hypoglycemia was not observed in this study of 3, independent cohorts of children and adolescents with type 1 diabetes. Investigation in other large, longitudinal cohorts is recommended to further characterize the contemporary relationship between glycemic control and risk of severe hypoglycemia rates in pediatric patients with type 1 diabetes.
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Affiliation(s)
- Aveni Haynes
- Telethon Kids Institute, The University of Western Australia, Perth, Australia
| | - Julia M. Hermann
- University of Ulm, ZIBMT, Institute of Epidemiology and Medical Biometry, Ulm, Germany,German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | | | - Sabine E. Hofer
- Department of Pediatrics, Medical University of Innsbruck, Innsbruck, Austria
| | - Timothy W. Jones
- Telethon Kids Institute, The University of Western Australia, Perth, Australia,Department of Diabetes & Endocrinology, Princess Margaret Hospital, Perth, Australia
| | - Roy W. Beck
- Jaeb Center for Health Research, Tampa, Florida
| | - David M. Maahs
- Department of Pediatrics, Stanford University, Stanford, California
| | - Elizabeth A. Davis
- Telethon Kids Institute, The University of Western Australia, Perth, Australia,Department of Diabetes & Endocrinology, Princess Margaret Hospital, Perth, Australia
| | - Reinhard W. Holl
- University of Ulm, ZIBMT, Institute of Epidemiology and Medical Biometry, Ulm, Germany,German Center for Diabetes Research (DZD), München-Neuherberg, Germany
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66
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Abstract
PURPOSE OF REVIEW To describe potential factors influencing reporting of severe hypoglycemia in adult patients with type 1 diabetes and to analyze their effect on reported rates of severe hypoglycemia. RECENT FINDINGS Reported rates of severe hypoglycemia defined as need for third party assistance vary between 0.3-3.0 events per patient-year in unselected cohorts, corresponding to a yearly prevalence range of 10-53%. When defined as need for parenteral therapy with glucose or glucagon or need for admission to an emergency unit or hospitalization, incidence and prevalence rates of severe hypoglycemia are 0.02-0.5 events per patient-year and 1-29%, respectively. When subjects with recurrent severe hypoglycemia in the past or suffering from impaired hypoglycemia awareness are excluded from participation in studies, lower rates are reported. Studies applying anonymous reporting or reporting by partners report higher rates of severe hypoglycemia. There is a large variation between studies reporting incidence and prevalence of severe hypoglycemia in patients with type 1 diabetes, mainly explained by definition of severity, methods of reporting, and patient selection. These findings call for consensus about hypoglycemia definition and reporting in future research.
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Affiliation(s)
- Ulrik Pedersen-Bjergaard
- Department of Cardiology, Nephrology and Endocrinology, Nordsjællands Hospital, Dyrehavevej 29, 3400, Hillerød, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Birger Thorsteinsson
- Department of Cardiology, Nephrology and Endocrinology, Nordsjællands Hospital, Dyrehavevej 29, 3400, Hillerød, Denmark.
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
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67
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Pongrac Barlovič D, Zavratnik A, Skvarča A, Janša K, Vukelič B, Tomažič M, Ravnik Oblak M. Self-reported Hypoglycaemia in Patients treated with Insulin: A Large Slovenian Retrospectively-prospective Study. Zdr Varst 2017; 56:244-250. [PMID: 29062399 PMCID: PMC5639814 DOI: 10.1515/sjph-2017-0033] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2017] [Accepted: 08/10/2017] [Indexed: 11/28/2022] Open
Abstract
INTRODUCTION Hypoglycaemia is the major barrier for glycaemic target achievement in patients treated with insulin. The aim of the present study was to investigate real-world incidence and predictors of hypoglycaemia in insulin-treated patients. METHODS More than 300 consecutive patients with type 1 or type 2 diabetes treated with insulin were enrolled during regular out-patient visits from 36 diabetes practices throughout the whole country. They completed a comprehensive questionnaire on hypoglycaemia knowledge, awareness, and incidence in the last month and last six months. In addition, in the prospective part, patients recorded incidence of hypoglycaemic events using a special diary prospectively on a daily basis, through 4 weeks. RESULTS At least one hypoglycaemic event was self-reported in 84.1%, and 56.4% of patients with type 1 and type 2 diabetes, respectively, during the prospective period of 4 weeks. 43.4% and 26.2% of patients with type 1 and type 2 diabetes, respectively, experienced a nocturnal hypoglycaemic event. In the same time-period, severe hypoglycaemia was experienced by 15.9% and 7.1% of patients with type 1 and type 2 diabetes, respectively. Lower glycated haemoglobin was not a significant predictor of hypoglycaemia. CONCLUSIONS Rates of self-reported hypoglycaemia in patients treated with insulin in the largest and most comprehensive study in Slovenia so far are higher than reported from randomised control trials, but comparable to data from observational studies. Hypoglycaemia incidence was high even with high glycated haemoglobin values.
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Affiliation(s)
- Draženka Pongrac Barlovič
- University Medical Centre Ljubljana, Clinical Department of Endocrinology, Diabetes and Metabolic Diseases, Zaloska 7, 1000, Ljubljana, Slovenia
| | - Andrej Zavratnik
- University Medical Centre Maribor, Ljubljanska 5, 2000, Maribor, Slovenia
| | - Aleš Skvarča
- University Medical Centre Ljubljana, Clinical Department of Endocrinology, Diabetes and Metabolic Diseases, Zaloska 7, 1000, Ljubljana, Slovenia
| | - Karmen Janša
- General Hospital Jesenice, Cesta marsala Tita 112, 4270, Jesenice, Slovenia
| | - Bojana Vukelič
- General Hospital Novo Mesto, Smihelska cesta 1, 8000, Novo Mesto, Slovenia
| | - Marjeta Tomažič
- University Medical Centre Ljubljana, Clinical Department of Endocrinology, Diabetes and Metabolic Diseases, Zaloska 7, 1000, Ljubljana, Slovenia
| | - Maja Ravnik Oblak
- University Medical Centre Ljubljana, Clinical Department of Endocrinology, Diabetes and Metabolic Diseases, Zaloska 7, 1000, Ljubljana, Slovenia
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Bolli G, Riddle M, Bergenstal R, Wardecki M, Goyeau H, Home P. Glycaemic control and hypoglycaemia with insulin glargine 300 U/mL versus insulin glargine 100 U/mL in insulin- naïve people with type 2 diabetes: 12-month results from the EDITION 3 trial. DIABETES & METABOLISM 2017. [DOI: 10.1016/j.diabet.2017.04.007] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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69
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Wang H, Donnan PT, Leese CJ, Duncan E, Fitzpatrick D, Frier BM, Leese GP. Temporal changes in frequency of severe hypoglycemia treated by emergency medical services in types 1 and 2 diabetes: a population-based data-linkage cohort study. Clin Diabetes Endocrinol 2017; 3:7. [PMID: 28824815 PMCID: PMC5558664 DOI: 10.1186/s40842-017-0045-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2017] [Accepted: 08/04/2017] [Indexed: 02/03/2023] Open
Abstract
Background Almost 20 years ago, the frequencies of severe hypoglycemia requiring emergency medical treatment were reported in people with types 1 and 2 diabetes in the Tayside region of Scotland. With subsequent improvements in the treatment of diabetes, concurrent with changes in the provision of emergency medical care, a decline in the frequency of severe hypoglycemia could be anticipated. The present population-based data-linkage cohort study aimed to ascertain whether a temporal change has occurred in the incidence rates of hypoglycemia requiring emergency medical services in people with types 1 and 2 diabetes. Methods The study population comprised all people with diabetes in Tayside, Scotland over the period 1 January 2011 to 31 December 2012. Patients’ data from different healthcare sources were linked anonymously to measure the incidence rates of hypoglycemia requiring emergency medical services that include treatment by ambulance staff and in hospital emergency departments, and necessitated hospital admission. These were compared with data recorded in 1997–1998 in the same region. Results In January 2011 to December 2012, 2029 people in Tayside had type 1 diabetes and 21,734 had type 2 diabetes, compared to 977 and 7678, respectively, in June 1997 to May 1998. In people with type 2 diabetes, the proportion treated with sulfonylureas had declined from 36.8 to 22.4% (p < 0.001), while insulin-treatment had increased from 11.7 to 18.7% (p < 0.001). The incidence rate of hypoglycemia requiring emergency medical treatment had significantly fallen from 0.115 (95% CI: 0.094–0.136) to 0.082 (0.073–0.092) events per person per year in type 1 diabetes (p < 0.001), and from 0.118 (0.095–0.141) to 0.037 (0.003–0.041) in insulin-treated type 2 diabetes (p = 0.008). However, the absolute annual number of hypoglycemia events requiring emergency treatment was 1.4-fold higher. Conclusions Although from 1998 to 2012 the incidences of hypoglycemia requiring emergency medical services appeared to have declined by a third in type 1 diabetes and by two thirds in insulin-treated type 2 diabetes, because the prevalence of diabetes was higher (2.7 fold), the number of severe hypoglycemia events requiring emergency medical treatment was greater.
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Affiliation(s)
- Huan Wang
- Dundee Epidemiology and Biostatistics Unit, Population Health Sciences, University of Dundee, The Mackenzie Building, Kirsty Semple Way, Dundee, DD2 4BF UK
| | - Peter T Donnan
- Dundee Epidemiology and Biostatistics Unit, Population Health Sciences, University of Dundee, The Mackenzie Building, Kirsty Semple Way, Dundee, DD2 4BF UK
| | - Callum J Leese
- University of Edinburgh, Faculty of Medicine, Edinburgh, UK
| | - Edward Duncan
- NMAHP Research Unit, University of Stirling, Stirling, UK
| | - David Fitzpatrick
- NMAHP Research Unit, University of Stirling, Stirling, UK.,Scottish Ambulance Service, National Headquarters, Edinburgh, UK
| | - Brian M Frier
- BHF Centre for Cardiovascular Science, The Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Graham P Leese
- School of Medicine, Ninewells Hospital and Medical School, Dundee, UK
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Riddlesworth T, Price D, Cohen N, Beck RW. Hypoglycemic Event Frequency and the Effect of Continuous Glucose Monitoring in Adults with Type 1 Diabetes Using Multiple Daily Insulin Injections. Diabetes Ther 2017; 8:947-951. [PMID: 28616804 PMCID: PMC5544617 DOI: 10.1007/s13300-017-0281-4] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Indexed: 10/27/2022] Open
Abstract
INTRODUCTION The benefits of continuous glucose monitoring (CGM) in type 1 diabetes have been established among adults using insulin pumps. The DIAMOND randomized clinical trial examined the effectiveness of using CGM in improving glycemic control in participants using insulin injections. The frequency of hypoglycemic events in this trial has not been previously examined. METHODS Adults with type 1 diabetes using multiple daily insulin injections (MDI) with A1C values of 7.5% to 9.9% and not using CGM were randomized to adopt CGM (CGM group, n = 105) or continue with usual care (control group, n = 53). CGM data were collected from both groups at the beginning of the study and after 3 and 6 months. A hypoglycemic event was defined as a series of at least CGM values less than 3.0 mmol/L, separated by 20 min or more, with no intervening values of 3.0 mmol/L or more. Hypoglycemic event rates per 24 h were compared using a linear model adjusted for the baseline event rate per 24 h, baseline A1C, and site as a random effect. RESULTS In the CGM group, the median hypoglycemic event rate fell by 30% (0.23 per 24 h at baseline and 0.16 per 24 h at follow-up) while in the control group the rate was nearly unchanged (0.31 per 24 h at baseline and 0.30 per 24 h at follow-up; p value = 0.03). CONCLUSION In the DIAMOND randomized controlled trial, participants in the CGM group experienced a greater reduction in hypoglycemic event rate than participants receiving usual care in the control group. TRIAL REGISTRATION Clinicaltrials.gov Identifier: NCT02282397.
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Affiliation(s)
| | | | | | - Roy W Beck
- Jaeb Center for Health Research, Tampa, FL, USA
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71
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Khunti K, Alsifri S, Aronson R, Cigrovski Berković M, Enters-Weijnen C, Forsén T, Galstyan G, Geelhoed-Duijvestijn P, Goldfracht M, Gydesen H, Kapur R, Lalic N, Ludvik B, Moberg E, Pedersen-Bjergaard U, Ramachandran A. Impact of hypoglycaemia on patient-reported outcomes from a global, 24-country study of 27,585 people with type 1 and insulin-treated type 2 diabetes. Diabetes Res Clin Pract 2017; 130:121-129. [PMID: 28602812 DOI: 10.1016/j.diabres.2017.05.004] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Accepted: 05/08/2017] [Indexed: 12/23/2022]
Abstract
AIMS Data on the impact of hypoglycaemia on patients' daily lives and diabetes self-management, particularly in developing countries, are lacking. The aim of this study was to assess fear of, and responses to, hypoglycaemia experienced by patients globally. MATERIALS AND METHODS This non-interventional, multicentre, 4-week prospective study using self-assessment questionnaires and patient diaries consisted of 27,585 patients, ≥18years, with type 1 diabetes (n=8022) or type 2 diabetes (n=19,563) treated with insulin for >12months, at 2004 sites in 24 countries worldwide. RESULTS Increased blood glucose monitoring (69.7%) and seeking medical assistance (62.0%) were the most common responses in the 4weeks following hypoglycaemic events for patients with type 1 diabetes and type 2 diabetes, respectively. Approximately 44% of patients with type 1 diabetes or type 2 diabetes increased calorie intake in response to a hypoglycaemic episode. Following hypoglycaemia, 3.9% (type 1 diabetes) and 6.2% (type 2 diabetes) of patients took leave from work or study. Regional differences in fear of, and responses to, hypoglycaemia were evident - in particular, a lower level of hypoglycaemic fear and utilisation of healthcare resources in Northern Europe and Canada. CONCLUSIONS Hypoglycaemia has a major impact on patients and their behaviour. These global data for the first time reveal regional variations in response to hypoglycaemia and highlight the importance of patient education and management strategies.
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Affiliation(s)
- Kamlesh Khunti
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Gwendolen Road, Leicester LE5 4PW, UK.
| | - Saud Alsifri
- Al Hada Military Hospital, Taif 21944, Saudi Arabia.
| | - Ronnie Aronson
- LMC Diabetes & Endocrinology, 1929 Bayview Ave, Suite 107, Toronto, ON M4G 3E8, Canada.
| | | | | | - Tom Forsén
- Department of General Practice and Primary Health Care, University of Helsinki, Yliopistonkatu 4, Helsinki 00100, Finland.
| | - Gagik Galstyan
- Endocrinology Research Center, 1 Dmitriya Ulyanova str., Moscow 117036, Russian Federation; I.M.Sechenov First Moscow State Medical University, Moscow, Russia.
| | | | - Margalit Goldfracht
- Clalit Health Services, Tel Aviv, and The Technion, 101 Arlozorov, Haifa, Israel.
| | - Helge Gydesen
- Novo Nordisk A/S, Vandtårnsvej 112, Søborg DK-2860, Denmark.
| | - Rahul Kapur
- Novo Nordisk A/S, Vandtårnsvej 112, Søborg DK-2860, Denmark.
| | - Nebojsa Lalic
- Faculty of Medicine, University of Belgrade, Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Center of Serbia, Dr Subotica 8, Belgrade 11 000, Serbia.
| | - Bernhard Ludvik
- Rudolfstiftung Hospital and Medical University of Vienna, Krankenanstalt Rudolfstiftung, Juchgasse 25, 1030 Vienna, Austria.
| | - Erik Moberg
- Karolinska Institutet, Solnavägen 1, 171 77 Solna, Stockholm, Sweden.
| | | | - Ambady Ramachandran
- India Diabetes Research Foundation and Dr A Ramachandran's Diabetes Hospitals, 110, Anna Salai, Guindy, Chennai 600032, India.
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Schroeder EB, Xu S, Goodrich GK, Nichols GA, O'Connor PJ, Steiner JF. Predicting the 6-month risk of severe hypoglycemia among adults with diabetes: Development and external validation of a prediction model. J Diabetes Complications 2017; 31:1158-1163. [PMID: 28462891 PMCID: PMC5516886 DOI: 10.1016/j.jdiacomp.2017.04.004] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2017] [Revised: 03/30/2017] [Accepted: 04/03/2017] [Indexed: 12/23/2022]
Abstract
AIMS To develop and externally validate a prediction model for the 6-month risk of a severe hypoglycemic event among individuals with pharmacologically treated diabetes. METHODS The development cohort consisted of 31,674 Kaiser Permanente Colorado members with pharmacologically treated diabetes (2007-2015). The validation cohorts consisted of 38,764 Kaiser Permanente Northwest members and 12,035 HealthPartners members. Variables were chosen that would be available in electronic health records. We developed 16-variable and 6-variable models, using a Cox counting model process that allows for the inclusion of multiple 6-month observation periods per person. RESULTS Across the three cohorts, there were 850,992 6-month observation periods, and 10,448 periods with at least one severe hypoglycemic event. The six-variable model contained age, diabetes type, HgbA1c, eGFR, history of a hypoglycemic event in the prior year, and insulin use. Both prediction models performed well, with good calibration and c-statistics of 0.84 and 0.81 for the 16-variable and 6-variable models, respectively. In the external validation cohorts, the c-statistics were 0.80-0.84. CONCLUSIONS We developed and validated two prediction models for predicting the 6-month risk of hypoglycemia. The 16-variable model had slightly better performance than the 6-variable model, but in some practice settings, use of the simpler model may be preferred.
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Affiliation(s)
- Emily B Schroeder
- Institute for Health Research, Kaiser Permanente Colorado, Denver, CO; Department of Medicine, University of Colorado Denver, Aurora, CO.
| | - Stan Xu
- Institute for Health Research, Kaiser Permanente Colorado, Denver, CO
| | - Glenn K Goodrich
- Institute for Health Research, Kaiser Permanente Colorado, Denver, CO
| | - Gregory A Nichols
- Center for Health Research, Kaiser Permanente Northwest, Portland, OR
| | - Patrick J O'Connor
- HealthPartners Research Institute and HealthPartners Center for Chronic Care Innovation, Minneapolis, MN
| | - John F Steiner
- Institute for Health Research, Kaiser Permanente Colorado, Denver, CO; Department of Medicine, University of Colorado Denver, Aurora, CO
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Abstract
Continuous glucose monitoring (CGM) is developing into an increasingly useful tool for glucose monitoring and therapeutic guidance in the treatment of diabetes. Multiple daily doses of insulin (MDI) is the most common method for intensive insulin treatment of type 1 diabetes and is also becoming more common in the treatment of type 2 diabetes as an increasing population with type 2 diabetes experiences progressive beta cell loss. The clinical evidence demonstrating the benefit of CGM in the outcomes of patients treated with MDI is becoming clearer, particularly with the recent completion of several randomized clinical trials addressing both type 1 and 2 diabetes. This evidence is reviewed.
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Affiliation(s)
| | - Andrew Ahmann
- Oregon Health & Science University, Portland, Oregon
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74
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Aronson R, Goldenberg R, Boras D, Skovgaard R, Bajaj H. The Canadian Hypoglycemia Assessment Tool Program: Insights Into Rates and Implications of Hypoglycemia From an Observational Study. Can J Diabetes 2017; 42:11-17. [PMID: 28528246 DOI: 10.1016/j.jcjd.2017.01.007] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2016] [Revised: 01/18/2017] [Accepted: 01/20/2017] [Indexed: 11/28/2022]
Abstract
OBJECTIVE The true prevalence of hypoglycemia in insulin-treated patients with diabetes and its impact on patients, employers and healthcare providers is poorly appreciated owing to a paucity of real-world data. The global Hypoglycemia Assessment Tool (HAT) study addressed this issue, and here we report data from the Canadian cohort of patients. METHODS This noninterventional, 6-month retrospective and 4-week prospective study enrolled patients aged ≥18 years receiving insulin treatment for >12 months from community endocrinology practices. Data were collected using self-assessment questionnaires and patient diaries. The primary endpoint was the proportion of patients experiencing ≥1 hypoglycemic event during the 4-week prospective observational period. RESULTS Four hundred ninety-eight patients with type 1 diabetes (n=183) and type 2 diabetes (n=315) were enrolled. The prevalence of hypoglycemia was similar in the retrospective (type 1 diabetes, 92.3%; type 2 diabetes, 63.5%) and prospective (type 1 diabetes, 95.2%; type 2 diabetes, 64.2%) periods. Prospective rates of any, nocturnal and severe hypoglycemia per patient-year (95% confidence interval) were 69.3 (66.4; 72.2), 14.2 (12.9; 15.6) and 1.8 [1.4; 2.4]. Higher rates were reported retrospectively, reaching significance for nocturnal hypoglycemia per patient-year (30.0 [28.1; 32.0] vs. 14.2 [12.9; 15.6]; p<0.001). Hypoglycemia led to increased healthcare utilization and absenteeism and was associated with potentially harmful self-care behaviours (e.g., reduced or skipped insulin doses) and increased blood glucose self-monitoring. CONCLUSIONS Prevalence and incidence of hypoglycemia were high among insulin-treated patients with diabetes in Canada, and some patients took harmful or costly actions when they experienced hypoglycemia. Identifying the insulin-treated patients who are at greatest risk may help to reduce the incidence of hypoglycemia.
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Affiliation(s)
| | | | - Damir Boras
- Novo Nordisk Canada Inc., Mississauga, Ontario, Canada
| | | | - Harpreet Bajaj
- LMC Diabetes & Endocrinology, Toronto, Ontario, Canada; Leadership Sinai Centre for Diabetes, Mount Sinai Hospital, Toronto, Ontario, Canada
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Goh SY, Hussein Z, Rudijanto A. Review of insulin-associated hypoglycemia and its impact on the management of diabetes in Southeast Asian countries. J Diabetes Investig 2017; 8:635-645. [PMID: 28236664 PMCID: PMC5584309 DOI: 10.1111/jdi.12647] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Revised: 01/13/2017] [Accepted: 02/21/2017] [Indexed: 02/06/2023] Open
Abstract
Although the incidence of diabetes is rising in Southeast Asia, there is limited information regarding the incidence and manifestation of insulin-associated hypoglycemia. The aim of the present review was to discuss what is currently known regarding insulin-associated hypoglycemia in Southeast Asia, including its known incidence and impact in the region, and how the Southeast Asian population with diabetes differs from other populations. We found a paucity of data regarding the incidence of hypoglycemia in Southeast Asia, which has contributed to the adoption of Western guidelines. This might not be appropriate, as Southeast Asians have a range of etiological, educational and cultural differences from Western populations with diabetes that might place them at greater risk of hypoglycemia if not managed optimally. For example, Southeast Asians with type 2 diabetes tend to be younger, with lower body mass indexes than their Western counterparts, and the management of type 2 diabetes with premixed insulin preparations is more common in Southeast Asia. Both of these factors might result in higher rates of hypoglycemia. In addition, Southeast Asians are often poorly educated about hypoglycemia and its management, including during Ramadan fasting. We conclude there is a need for more information about Southeast Asian populations with diabetes to assist with the construction of more appropriate national and regional guidelines for the management of hypoglycemia, more closely aligned to patient demographics, behaviors and treatment practices. Such bespoke guidelines might result in a greater degree of implementation and adherence within clinical practice in Southeast Asian nations.
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Affiliation(s)
- Su-Yen Goh
- Department of Endocrinology, Singapore General Hospital, Singapore
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76
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Grabman J, Vajda Bailey K, Schmidt K, Cariou B, Vaur L, Madani S, Cox D, Gonder-Frederick L. An empirically derived short form of the Hypoglycaemia Fear Survey II. Diabet Med 2017; 34:500-504. [PMID: 27278467 DOI: 10.1111/dme.13162] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/07/2016] [Indexed: 11/30/2022]
Abstract
AIMS To develop an empirically derived short version of the Hypoglycaemia Fear Survey II that still accurately measures fear of hypoglycaemia. METHODS Item response theory methods were used to generate an 11-item version of the Hypoglycaemia Fear Survey from a sample of 487 people with Type 1 or Type 2 diabetes mellitus. Subsequently, this scale was tested on a sample of 2718 people with Type 1 or insulin-treated Type 2 diabetes taking part in DIALOG, a large observational prospective study of hypoglycaemia in France. RESULTS The short form of the Hypoglycaemia Fear Survey II matched the factor structure of the long form for respondents with both Type 1 and Type 2 diabetes, while maintaining adequate internal reliability on the total scale and all three subscales. The two forms were highly correlated on both the total scale and each subscale (Pearson's R > 0.89). CONCLUSIONS The short form of the Hypoglycaemia Fear Survey II is an important first step in more efficiently measuring fear of hypoglycaemia. Future prospective studies are needed for further validity testing and exploring the survey's applicability to different populations.
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Affiliation(s)
- J Grabman
- Behavioral Medicine Center, University of Virginia, Charlottesville, VA, USA
| | - K Vajda Bailey
- Behavioral Medicine Center, University of Virginia, Charlottesville, VA, USA
| | - K Schmidt
- Department of Psychology, University of Virginia, Charlottesville, VA, USA
| | - B Cariou
- Clinique d'Endocrinologie, l'Institut du Thorax, CHU de Nantes, Nantes, France
| | - L Vaur
- Novo Nordisk, Paris, France
| | | | - D Cox
- Behavioral Medicine Center, University of Virginia, Charlottesville, VA, USA
| | - L Gonder-Frederick
- Behavioral Medicine Center, University of Virginia, Charlottesville, VA, USA
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Moutairou A, Roussel R, Charbonnel B, El Boustany R, Nicolas A, Leye A, Mohammedi K, Marre M, Detournay B, Potier L. Short-term effect of severe hypoglycaemia on glycaemic control in the Diabetes Control and Complications Trial. DIABETES & METABOLISM 2017; 43:187-190. [DOI: 10.1016/j.diabet.2016.08.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Accepted: 08/10/2016] [Indexed: 11/25/2022]
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Bonnet F. GLP-1 receptor agonist confer target organ protection in type 2 diabetes. DIABETES & METABOLISM 2017; 43 Suppl 1:2S1-2S2. [DOI: 10.1016/s1262-3636(17)30066-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Davis IC, Ahmadizadeh I, Randell J, Younk L, Davis SN. Understanding the impact of hypoglycemia on the cardiovascular system. Expert Rev Endocrinol Metab 2017; 12:21-33. [PMID: 29109754 PMCID: PMC5669378 DOI: 10.1080/17446651.2017.1275960] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
INTRODUCTION Hypoglycemia occurs commonly in insulin requiring individuals with either Type 1 or Type 2 Diabetes. AREAS COVERED This article will review recent information on the pro-inflammatory and pro-atherothrombotic effects of hypoglycemia. Additionally, effects of hypoglycemia on arrhythmogenic potential and arterial endothelial dysfunction will be discussed. Effects of hypoglycemia on cardiovascular morbidity and mortality from large clinical studies in Type 1 and Type 2 DM will also be reviewed. EXPERT COMMENTARY The relative and absolute risk of severe hypoglycemia leading to death and serious adverse events in both cardiovascular and other organ systems has been highlighted following the publication of recent large clinical trials focused on glucose control and outcomes. It would be helpful if future studies could develop broader end points to include minor and moderate hypoglycemia as well as more robust methods for capturing hypoglycemia contemporaneously with adverse events. In addition, perhaps consideration of including hypoglycemia as a primary outcome, may help identify the possible cause and effect of hypoglycemia on cardiovascular morbidity and mortality.
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Affiliation(s)
- Ian Charles Davis
- University of Maryland School of Medicine, Baltimore, Maryland 21201-1544, United States
| | - Ida Ahmadizadeh
- University of Maryland School of Medicine, Baltimore, Maryland 21201-1544, United States
| | | | - Lisa Younk
- University of Maryland School of Medicine, Baltimore, Maryland 21201-1544, United States
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Pettus J, Edelman SV. Recommendations for Using Real-Time Continuous Glucose Monitoring (rtCGM) Data for Insulin Adjustments in Type 1 Diabetes. J Diabetes Sci Technol 2017; 11:138-147. [PMID: 27530720 PMCID: PMC5375074 DOI: 10.1177/1932296816663747] [Citation(s) in RCA: 82] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
The clinical benefits of real time continuous glucose monitoring (rtCGM) use have been well demonstrated in both CSII- and MDI-treated individuals in large clinical trials. However, recommendations for patient use of rtCGM in everyday life situations are lacking. This article provides guidance to clinicians and patients with type 1 diabetes (T1D) in effective use of rtCGM data, including glucose rate of change (ROC) arrows, for insulin dosing adjustments and other treatment decisions. The recommendations presented here are based on our own clinical experiences as endocrinologists, our personal experiences living with T1D using rtCGM, and findings from a recent survey of T1D patients who have successfully used rtCGM in their self-management. It is important that both clinicians and people with diabetes understand the utility and limitations of rtCGM. Maintaining a collaborative clinician-user relationship remains an important factor in safe, successful rtCGM use.
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Affiliation(s)
- Jeremy Pettus
- University of California, San Diego, San Diego, CA, USA
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82
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Jeon JY, Kim SR, Kim HJ, Kim DJ, Lee KW, Lee JD, Han SJ. Risk factors of severe hypoglycemia requiring medical assistance and neurological sequelae in patients with diabetes: A case-control study. Medicine (Baltimore) 2016; 95:e5365. [PMID: 27893672 PMCID: PMC5134865 DOI: 10.1097/md.0000000000005365] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Hypoglycemia commonly occurs in patients who are being treated for diabetes. In some cases, these patients suffer from severe hypoglycemia that requires medical assistance and which can unfortunately result in long-term disabilities. Therefore, we investigated risk factors associated with severe hypoglycemia requiring medical assistance (HMA) and the resulting neurological sequelae in patients with diabetes. This investigation was a case-control study that assessed 129 patients with diabetes and documented hypoglycemia from a single tertiary hospital between February 2013 and May 2015. They were treated with oral hypoglycemic agents alone (54%) or with insulin with/without oral hypoglycemic agents (46%). If a patient with diabetes visited the emergency department due to hypoglycemia, this was defined as HMA. The control group was composed of patients with documented, nonsevere hypoglycemia who visited the outpatient clinic during the same period. The degree of neurological disability in the HMA patients was measured using the modified Rankin Scale. A multivariate analysis revealed that independent risk factors of HMA were associated with a lack of the self-monitoring of blood glucose (SMBG) and previous episodes of severe hypoglycemia. In the HMA group, 15 patients (22%) had neurological sequelae at the time of discharge. Patients with neurological sequelae were older than those without sequelae (74.3 years vs 65.8 years, P = 0.006) and had increased psychological evidence of disorders such as insomnia, dementia, and depression (40% vs 11%, P = 0.017). Patients with sequelae were also more likely to live in rural areas (47% vs 19%, P = 0.04) and to have a longer time from last seen normal till glucose administration (5.2 hours vs 1.6 hours, P = 0.027). In the present study, absence of SMBG and previous severe hypoglycemic episodes were independent risk factors of HMA and patients with an older age, a psychological disorder, a rural residence, and a prolonged duration of hypoglycemia had higher risks of neurological sequelae. Therefore, the present findings suggest that physicians should aim to prevent hypoglycemia in patients with a history of hypoglycemia and provide education for these patients regarding regular SMBG.
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Affiliation(s)
| | | | | | | | | | - Jung-Dong Lee
- Office of Biostatistics, Ajou University School of Medicine, Suwon, Republic of Korea
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83
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Rauh SP, Rutters F, Thorsted BL, Wolden ML, Nijpels G, van der Heijden AAWA, Walraven I, Elders PJ, Heymans MW, Dekker JM. Self-reported hypoglycaemia in patients with type 2 diabetes treated with insulin in the Hoorn Diabetes Care System Cohort, the Netherlands: a prospective cohort study. BMJ Open 2016; 6:e012793. [PMID: 27645557 PMCID: PMC5030618 DOI: 10.1136/bmjopen-2016-012793] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND Our aim was to study the prevalence of self-reported hypoglycaemic sensations and its association with mortality in patients with type 2 diabetes (T2D) treated with insulin in usual care. METHODS Demographics, clinical characteristics and mortality data were obtained from 1667 patients with T2D treated with insulin in the Hoorn Diabetes Care System Cohort (DCS), a prospective cohort study using clinical care data. Self-reported hypoglycaemic sensations were defined as either mild: events not requiring help; or severe: events requiring help from others (either medical assistance or assistance of others). The association between hypoglycaemic sensations and mortality was analysed using logistic regression analysis. RESULTS At baseline, 981 patients (59%) reported no hypoglycaemic sensations in the past year, 612 (37%) reported only mild sensations and 74 (4%) reported severe hypoglycaemic sensations. During a median follow-up of 1.9 years, 98 patients (5.9%) died. Reporting only mild hypoglycaemic sensations was associated with a lower mortality risk (OR 0.48, 95% CI 0.28 to 0.80), while reporting severe sensations was not significantly associated with mortality (OR 0.76, 95% CI 0.33 to 1.80), compared with reporting no hypoglycaemic sensations, and adjusting for demographic and clinical characteristics. Sensitivity analyses showed an OR of 1.38 (95% CI 0.31 to 6.11) for patients reporting severe hypoglycaemic sensations requiring medical assistance. CONCLUSIONS Self-reported hypoglycaemic sensations are highly prevalent in our insulin-treated T2D population. Patients reporting hypoglycaemic sensations not requiring medical assistance did not have an increased risk of mortality, suggesting that these sensations are not an indicator of increased short-term mortality risk in patients with T2D.
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Affiliation(s)
- Simone P Rauh
- Department of Epidemiology and Biostatistics, VU University Medical Centre, Amsterdam, The Netherlands
- EMGO+ Institute for Health and Care Research, VU University Medical Centre, Amsterdam, The Netherlands
| | - Femke Rutters
- Department of Epidemiology and Biostatistics, VU University Medical Centre, Amsterdam, The Netherlands
- EMGO+ Institute for Health and Care Research, VU University Medical Centre, Amsterdam, The Netherlands
| | | | | | - Giel Nijpels
- EMGO+ Institute for Health and Care Research, VU University Medical Centre, Amsterdam, The Netherlands
- Department of General Practice and Elderly Care Medicine, VU University Medical Center, Amsterdam, The Netherlands
| | - Amber A W A van der Heijden
- EMGO+ Institute for Health and Care Research, VU University Medical Centre, Amsterdam, The Netherlands
- Department of General Practice and Elderly Care Medicine, VU University Medical Center, Amsterdam, The Netherlands
| | - Iris Walraven
- Department of Epidemiology and Biostatistics, VU University Medical Centre, Amsterdam, The Netherlands
- EMGO+ Institute for Health and Care Research, VU University Medical Centre, Amsterdam, The Netherlands
| | - Petra J Elders
- EMGO+ Institute for Health and Care Research, VU University Medical Centre, Amsterdam, The Netherlands
- Department of General Practice and Elderly Care Medicine, VU University Medical Center, Amsterdam, The Netherlands
| | - Martijn W Heymans
- Department of Epidemiology and Biostatistics, VU University Medical Centre, Amsterdam, The Netherlands
- EMGO+ Institute for Health and Care Research, VU University Medical Centre, Amsterdam, The Netherlands
| | - Jacqueline M Dekker
- Department of Epidemiology and Biostatistics, VU University Medical Centre, Amsterdam, The Netherlands
- EMGO+ Institute for Health and Care Research, VU University Medical Centre, Amsterdam, The Netherlands
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Khunti K, Alsifri S, Aronson R, Cigrovski Berković M, Enters‐Weijnen C, Forsén T, Galstyan G, Geelhoed‐Duijvestijn P, Goldfracht M, Gydesen H, Kapur R, Lalic N, Ludvik B, Moberg E, Pedersen‐Bjergaard U, Ramachandran A. Rates and predictors of hypoglycaemia in 27 585 people from 24 countries with insulin-treated type 1 and type 2 diabetes: the global HAT study. Diabetes Obes Metab 2016; 18:907-15. [PMID: 27161418 PMCID: PMC5031206 DOI: 10.1111/dom.12689] [Citation(s) in RCA: 187] [Impact Index Per Article: 23.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2015] [Revised: 04/22/2016] [Accepted: 05/04/2016] [Indexed: 12/16/2022]
Abstract
AIMS To determine the global extent of hypoglycaemia experienced by patients with diabetes using insulin, as there is a lack of data on the prevalence of hypoglycaemia in developed and developing countries. METHODS This non-interventional, multicentre, 6-month retrospective and 4-week prospective study using self-assessment questionnaire and patient diaries included 27 585 patients, aged ≥18 years, with type 1 diabetes (T1D; n = 8022) or type 2 diabetes (T2D; n = 19 563) treated with insulin for >12 months, at 2004 sites in 24 countries worldwide. The primary endpoint was the proportion of patients experiencing at least one hypoglycaemic event during the observational period. RESULTS During the prospective period, 83.0% of patients with T1D and 46.5% of patients with T2D reported hypoglycaemia. Rates of any, nocturnal and severe hypoglycaemia were 73.3 [95% confidence interval (CI) 72.6-74.0], 11.3 (95% CI 11.0-11.6) and 4.9 (95% CI 4.7-5.1) events/patient-year for T1D and 19.3 (95% CI 19.1-19.6), 3.7 (95% CI 3.6-3.8) and 2.5 events/patient-year (95% CI 2.4-2.5) for T2D, respectively. The highest rates of any hypoglycaemia were observed in Latin America for T1D and Russia for T2D. Glycated haemoglobin level was not a significant predictor of hypoglycaemia. CONCLUSIONS We report hypoglycaemia rates in a global population, including those in countries without previous data. Overall hypoglycaemia rates were high, with large variations between geographical regions. Further investigation into these differences may help to optimize therapy and reduce the risk of hypoglycaemia.
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Affiliation(s)
- K. Khunti
- Diabetes Research CentreUniversity of LeicesterLeicesterUK
| | - S. Alsifri
- Al Hada Military HospitalTaifSaudi Arabia
| | - R. Aronson
- LMC Diabetes and EndocrinologyTorontoCanada
| | | | | | - T. Forsén
- Department of General Practice and Primary Health CareUniversity of HelsinkiHelsinkiFinland
| | - G. Galstyan
- Endocrinology Research CenterMoscowRussian Federation
| | | | - M. Goldfracht
- Clalit Health ServicesTel AvivIsrael
- The TechnionHaifaIsrael
| | | | | | - N. Lalic
- Faculty of Medicine, Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Center of SerbiaUniversity of BelgradeBelgradeSerbia
| | - B. Ludvik
- Rudolfstiftung Hospital and Medical University of ViennaViennaAustria
| | - E. Moberg
- Karolinska InstitutetStockholmSweden
| | | | - A. Ramachandran
- India Diabetes Research Foundation and Dr A Ramachandran's Diabetes HospitalsChennaiIndia
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85
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Bronstone A, Graham C. The Potential Cost Implications of Averting Severe Hypoglycemic Events Requiring Hospitalization in High-Risk Adults With Type 1 Diabetes Using Real-Time Continuous Glucose Monitoring. J Diabetes Sci Technol 2016; 10:905-13. [PMID: 26880392 PMCID: PMC4928227 DOI: 10.1177/1932296816633233] [Citation(s) in RCA: 24] [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] [Indexed: 12/19/2022]
Abstract
BACKGROUND Severe hypoglycemia remains a major barrier to optimal diabetes management and places a high burden on the US health care system due to the high costs of hypoglycemia-related emergency visits and hospitalizations. Patients with type 1 diabetes (T1DM) who have hypoglycemia unawareness are at a particularly high risk for severe hypoglycemia, the incidence of which may be reduced by the use of real-time continuous glucose monitoring (RT-CGM). METHODS We performed a cost calculation using values of key parameters derived from various published sources to examine the potential cost implications of standalone RT-CGM as a tool for reducing rates of severe hypoglycemia requiring hospitalization in adult patients with T1DM who have hypoglycemia unawareness. RESULTS In a hypothetical commercial health plan with 10 million members aged 18-64 years, 9.3% (930 000) are expected to have diagnosed diabetes, with approximately 5% (46 500) having T1DM, of whom approximately 20% (9300) have hypoglycemia unawareness. RT-CGM was estimated to reduce the cost of annual hypoglycemia-related hospitalizations in this select population by $54 369 000, yielding an estimated net cost savings of $8 799 000 to $12 519 000 and a savings of $946 to $1346 per patient. CONCLUSION This article presents a cost calculation based on available data from multiple sources showing that RT-CGM has the potential to reduce short-term health care costs by averting severe hypoglycemic events requiring hospitalization in a select high-risk population. Prospective, randomized studies that are adequately powered and specifically enroll patients at high risk for severe hypoglycemia are needed to confirm that RT-CGM significantly reduces the incidence of these costly events.
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86
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Price D, Walker T. The Rationale for Continuous Glucose Monitoring-based Diabetes Treatment Decisions and Non-adjunctive Continuous Glucose Monitoring Use. EUROPEAN ENDOCRINOLOGY 2016; 12:24-30. [PMID: 29632583 PMCID: PMC5813454 DOI: 10.17925/ee.2016.12.01.24] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Accepted: 02/10/2016] [Indexed: 12/12/2022]
Abstract
Self-monitoring of blood glucose (SMBG) is now recognised as a core component of diabetes self-management. However, there are many limitations to SMBG use in individuals with diabetes who are treated with intensive insulin regimens. Many individuals do not test at the recommended frequencies. Additionally, because SMBG only provides a blood glucose reading at a single point in time, hypoglycaemia and hyperglycaemia can easily go undetected, limiting the user's ability to take corrective action. Inaccuracies due to user error, environmental factors and weaknesses in SMBG system integrity further limit the utility of SMBG. Real-time continuous glucose monitoring (CGM) displays the current glucose, direction and velocity of glucose change and provides programmable alarms. This trending information and 'around-the-clock' vigilance provides a significant safety advantage relative to SMBG. No published clinical studies have evaluated outcomes when CGM is used as a replacement for SMBG; however, recent in silico studies support this indication. This article reviews the limitations of SMBG and discusses recent evidence that supports CGM-based decisions as an effective approach to managing insulin-treated diabetes.
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87
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Mattishent K, Loke YK. Bi-directional interaction between hypoglycaemia and cognitive impairment in elderly patients treated with glucose-lowering agents: a systematic review and meta-analysis. Diabetes Obes Metab 2016; 18:135-41. [PMID: 26446922 DOI: 10.1111/dom.12587] [Citation(s) in RCA: 68] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2015] [Revised: 09/12/2015] [Accepted: 10/01/2015] [Indexed: 01/17/2023]
Abstract
AIMS To examine the bi-directional relationship, whereby hypoglycaemia is a risk factor for dementia, and where dementia increases risk of hypoglycaemia in older patients with diabetes mellitus treated with glucose-lowering agents. METHODS We searched MEDLINE and EMBASE over a 10-year span from 2005 to 2015 (with automated PubMed updates to August 2015) for observational studies of the association between hypoglycaemia and cognitive impairment or dementia in participants aged >55 years. Assessment of study validity was based on ascertainment of hypoglycaemia, dementia and risk of confounding. We conducted random effects inverse variance meta-analyses, and assessed heterogeneity using the I(2) statistic. RESULTS We screened 1177 citations, and selected 12 studies, of which nine were suitable for meta-analysis. There were a total of 1,439,818 participants, with a mean age of 75 years. Meta-analysis of five studies showed a significantly increased risk of dementia in patients who had hypoglycaemic episodes: pooled odds ratio 1.68 [95% confidence interval (CI) 1.45, 1.95]. We also found a significantly increased risk of hypoglycaemia in patients with dementia: pooled odds ratio from five studies 1.61 (95% CI 1.25, 2.06). Limitations of the study were heterogeneity in the meta-analysis, and uncertain ascertainment of dementia and hypoglycaemic outcomes and temporal relationships. Publication bias may have favoured the reporting of more significant findings. CONCLUSIONS Our meta-analysis shows a bi-directional relationship between cognitive impairment and hypoglycaemia in older patients. Glucose-lowering therapy should be carefully tailored and monitored in older patients who are susceptible to cognitive decline.
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Affiliation(s)
- K Mattishent
- Norwich Medical School, University of East Anglia, Norwich, UK
| | - Y K Loke
- Norwich Medical School, University of East Anglia, Norwich, UK
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88
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Davis T, Salahi A, Welsh JB, Bailey TS. Automated insulin pump suspension for hypoglycaemia mitigation: development, implementation and implications. Diabetes Obes Metab 2015; 17:1126-32. [PMID: 26179879 DOI: 10.1111/dom.12542] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2014] [Revised: 02/05/2015] [Accepted: 07/10/2015] [Indexed: 12/14/2022]
Abstract
In type 1 diabetes (T1D), insulin replacement therapy should ideally replicate endogenous insulin secretion, but achieving this goal requires frequent adjustments to insulin delivery based on glucose levels and trends, carbohydrate intake and physical activity. An overriding concern for people taking insulin is hypoglycaemia, which remains the most feared consequence of insulin therapy and limits therapy intensification options. Although fully automated systems that achieve consistent euglycaemia in T1D remain an elusive goal, improvements in continuous glucose monitoring (CGM) sensors and control algorithms have enabled semi-automated systems that lower the risk of hypoglycaemia, especially nocturnal hypoglycaemia. The present review focuses on an important advance in insulin delivery systems: the use of CGM data to stop insulin delivery in the presence of hypoglycaemia. Although conceptually simple, this strategy represents a critical step in the journey toward a fully closed-loop artificial pancreas; the next steps in this journey are also discussed.
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Affiliation(s)
- T Davis
- AMCR Institute, Escondido, CA, USA
| | - A Salahi
- Medtronic, Inc., Northridge, CA, USA
| | - J B Welsh
- Medtronic, Inc., Northridge, CA, USA
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89
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Reno FE, Edwards CN, Bendix Jensen M, Török-Bathó M, Esdaile DJ, Piché C, Triest M, Carballo D. Needle-free nasal delivery of glucagon for treatment of diabetes-related severe hypoglycemia: toxicology of polypropylene resin used in delivery device. Cutan Ocul Toxicol 2015; 35:242-7. [DOI: 10.3109/15569527.2015.1089884] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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90
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Zhao F, Deng J, Yu X, Li D, Shi H, Zhao Y. Protective effects of vascular endothelial growth factor in cultured brain endothelial cells against hypoglycemia. Metab Brain Dis 2015; 30:999-1007. [PMID: 25761767 PMCID: PMC4491374 DOI: 10.1007/s11011-015-9659-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2014] [Accepted: 02/16/2015] [Indexed: 12/21/2022]
Abstract
Hypoglycemia is a common and serious problem among patients with type 1 diabetes receiving treatment with insulin. Clinical studies have demonstrated that hypoglycemic edema is involved in the initiation of hypoglycemic brain damage. However, the mechanisms of this edema are poorly understood. Vascular endothelial growth factor (VEGF), a potent regulator of blood vessel function, has been observed an important candidate hormone induced by hypoglycemia to protect neurons by restoring plasma glucose. Whether VEGF has a protective effect against hypoglycemia-induced damage in brain endothelial cells is still unknown. To investigate the effects of hypoglycemia on cerebral microvascular endothelial cells and assess the protective effect of exogenous VEGF on endothelial cells during hypoglycemia, confluent monolayers of the brain endothelial cell line bEnd.3 were treated with normal (5.5 mM glucose), hypoglycemic (0, 0.5, 1 mM glucose) medium or hypoglycemic medium in the presence of VEGF. The results clearly showed that hypoglycemia significantly downregulated the expression of claudin-5 in bEnd.3 cells, without affecting ZO-1 and occludin expression and distribution. Besides, transendothelial permeability significantly increased under hypoglycemic conditions compared to that under control conditions. Moreover, the hypoglycemic medium in presence of VEGF decreased endothelial permeability via the inhibition of claudin-5 degradation and improved hypoglycemia-induced cell toxicity. Furthermore, Glucose transporter-1 (Glut-1) and apoptosis regulator Bcl-2 expression were significantly upregulated. Taken together, hypoglycemia can significantly increase paraendocellular permeability by downregulating claudin-5 expression. We further showed that VEGF protected brain endothelial cells against hypoglycemia by enhancing glucose passage, reducing endothelial cell death, and ameliorating paraendocellular permeability.
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Affiliation(s)
- Fei Zhao
- Neurologic Department, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, No.600, Yishan Road, Xuhui District, Shanghai, 200233 China
| | - Jiangshan Deng
- Neurologic Department, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, No.600, Yishan Road, Xuhui District, Shanghai, 200233 China
| | - Xiaoyan Yu
- Neurologic Department, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, No.600, Yishan Road, Xuhui District, Shanghai, 200233 China
| | - Dawei Li
- School of Pharmacy, Shanghai Jiao Tong University, No.800, Dongchuan Road, Minhang District, Shanghai, 200240 China
| | - Hong Shi
- Neurologic Department, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, No.600, Yishan Road, Xuhui District, Shanghai, 200233 China
| | - Yuwu Zhao
- Neurologic Department, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, No.600, Yishan Road, Xuhui District, Shanghai, 200233 China
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Detournay B, Halimi S, Robert J, Deschaseaux C, Dejager S. Hypoglycemia hospitalization frequency in patients with type 2 diabetes mellitus: a comparison of dipeptidyl peptidase 4 inhibitors and insulin secretagogues using the French health insurance database. Vasc Health Risk Manag 2015; 11:417-25. [PMID: 26229480 PMCID: PMC4514348 DOI: 10.2147/vhrm.s84507] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Aim We aimed to compare the frequency of severe hypoglycemia leading to hospitalization (HH) and emergency visits (EV) for any cause in patients with type 2 diabetes mellitus exposed to dipeptidyl peptidase 4 (DPP4) inhibitors (DPP4-i) versus those exposed to insulin secretagogues (IS; sulfonylureas or glinides). Methods Data were extracted from the EGB (Echantillon Généraliste des Bénéficiaires) database, comprising a representative sample of ~1% of patients registered in the French National Health Insurance System (~600,000 patients). Type 2 diabetes mellitus patients exposed to regimens containing either a DPP4-i (excluding treatment with IS, insulin, or glucagon-like peptide 1 analog) or IS (excluding treatment with insulin and any incretin therapy) between 2009 and 2012 were selected. HH and EV during the exposure periods were identified in both cohorts. A similar analysis was conducted considering vildagliptin alone versus IS. Comparative analyses adjusting for covariates within the model (subjects matched for key characteristics) and using multinomial regression models were performed. Results Overall, 7,152 patients exposed to any DPP4-i and 1,440 patients exposed to vildagliptin were compared to 10,019 patients exposed to IS. Eight patients (0.11%) from the DPP4-i cohort and none from the vildagliptin cohort (0.0%) were hospitalized for hypoglycemia versus 130 patients (1.30%) from the IS cohort (138 hospitalizations) (P=0.02 and P<0.0001, respectively). Crude rates of HH/1,000 patient-years were 1.4 (95% CI: 0.7; 2.4) in the DPP4-i cohort, 0.0 in the vildagliptin cohort (95% CI: 0.0; 4.0), versus 5.6 (95% CI, 4.7; 6.6) in the IS cohort (P<0.0001). After adjustments, rates per 1,000 patient-years of HH were 1.4 (95% CI: 0.7; 2.4) with DPP4-i versus 7.5 (95% CI: 6.0; 9.2) with IS (P<0.0001), and 0.0 (95% CI: 0.0; 4.0) with vildagliptin versus 13.6 (95% CI: 10.4; 17.5) with IS (P<0.0001). Adjusted EV rates were also significantly lower with all DPP4-i or with vildagliptin, as compared to IS (P<0.0001). Consistent results were found when considering only treatment initiations for all compared cohorts. Conclusion HH and EV were significantly less frequent in patients exposed to any DPP4-i or to vildagliptin versus IS. These real-life data should be considered in the benefit/risk evaluation of the drugs.
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Affiliation(s)
| | - Serge Halimi
- Department of Diabetology, Endocrinology and Nutrition, Grenoble University Hospital Center, Grenoble, France ; University Joseph Fourier, Grenoble, France
| | | | | | - Sylvie Dejager
- Novartis Pharma SAS, Medical and Scientific Affairs, Rueil Malmaison, France ; Department of Diabetology, Metabolism and Endocrinology, Pitié-Salpétrière Hospital, Paris, France
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Halimi S. Severe hypoglycaemia the “tip of the iceberg”: An underestimated risk in both type 1 and type 2 diabetic patients. DIABETES & METABOLISM 2015; 41:105-6. [DOI: 10.1016/j.diabet.2015.01.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2015] [Accepted: 01/21/2015] [Indexed: 11/26/2022]
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Schaan BD, Scheffel RS. Modern insulins, old paradigms and pragmatism: choosing wisely when deciding how to treat type 1 diabetes. Diabetol Metab Syndr 2015; 7:35. [PMID: 25964802 PMCID: PMC4426553 DOI: 10.1186/s13098-015-0033-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2015] [Accepted: 04/13/2015] [Indexed: 11/10/2022] Open
Abstract
There is a clinical imperative to improve metabolic control in the treatment of patients with type 1 diabetes, but in doing so, hypoglycemia should be avoided at all costs. Insulin analogues and the assumption they would better mimic the pharmacokinetic profile of endogenous insulin secretion emerged as a magic bullet in the treatment of patients with type 1 diabetes. However, although insulin analogues have pharmaceutical properties, such as pharmacodynamic stability, reproducibility of action, and a more physiological timing of action, which could possibly facilitate insulin use, the results obtained in clinical practice have not been as good as expected. Like all clinical decisions, the decision regarding which insulin would be better for the patient should be, if possible, evidence based. Here, we briefly discuss evidence for the use of insulin analogues and the different views with respect to the available evidence that lead to different interpretations and decisions regarding the use of this new technology.
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Affiliation(s)
- Beatriz D Schaan
- />Endocrine Division, Hospital de Clínicas de Porto Alegre and Medical Faculty, Universidade Federal do Rio Grande do Sul, Rua Ramiro Barcelos 2350, prédio 12, 4° andar, Porto Alegre, RS 90035-003 Brazil
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