Incidence and costs of severe hypoglycemia

Evaluation of severe hypoglycemia management in children and adolescents with type 1 diabetes in a Belgian tertiary pediatric care center: impact of intranasal glucagon and cost analysis

To evaluate the management and costs of severe hypoglycemia (SH) in children and adolescents with type 1 diabetes (T1D) in our Belgian tertiary pediatric care center. In the EPI-GLUREDIA study, clinical parameters from children and adolescents with T1D were retrospectively analyzed from July 2017 to June 2024. The characteristics of SH and its treatment were collected during the medical consultation following the SH episode. Between July 2017 and June 2024, 208 cases of SH were recorded in 113 children and adolescents with T1D, with an average age of 13.6 years and T1D duration of 6.2 years. Oral glucose was the most common treatment (47.4%), while glucagon was used in only 25.4% of cases and more frequently in boys (30.8%) than in girls (18.7%). Notably, only 43% of SH episodes were treated according to international guidelines. A significant increase in glucagon use was observed after reimbursement of its intranasal form in Belgium in January 2022. After 2022, glucagon use significantly increased (28/81 vs. 25/129; p = 0.013), particularly among teachers and educators (18/49 vs. 10/78; p = 0.002). The average direct cost of treating SH was €187.9, with costs ranging from €0 to €1092.5 depending on the treatment method.Conculusion: Our study underscores the difficulty in managing SH in young people with T1D, with only 43% being treated as per guidelines. Since 2022, the increased use of the intranasal form of glucagon in Belgium led to reduced healthcare costs and improved care of patients experiencing SH.

Risk of hypoglycaemia among people with type 2 diabetes not treated with insulin: A retrospective analysis of Medicare Advantage beneficiaries

AIMS

In 2022, the Centers for Medicare & Medicaid Services released proposed changes to Medicare's continuous glucose monitoring (CGM) coverage policy, making individuals with a history of problematic hypoglycaemia eligible for CGM coverage, irrespective of insulin use. This study estimated the burden of hypoglycaemia in Medicare Advantage beneficiaries with noninsulin-treated type 2 diabetes (T2D).

MATERIALS AND METHODS

We retrospectively analysed US healthcare claims data using Optum's deidentified Clinformatics® database. Noninsulin-treated beneficiaries were identified in the 16 years from January 2007 to March 2023. Hypoglycaemia-related encounters (HREs) were those accompanied by a hypoglycaemia-specific ICD-9/10 diagnosis code in any position on the claim or the first or second position. HREs following the first claim related to T2D were reported by setting (ambulatory or inpatient/emergency department [ED]).

RESULTS

HREs were identified in 689,853 (21.4%) of 3,229,695 noninsulin-treated Medicare Advantage beneficiaries, of whom 82.9% (n = 571,581) had ≥1 HRE in an ambulatory location and 26.8% (n = 184,833) in an ED/inpatient location. Use of sulfonylurea (odds ratio [OR]: 4.33 confidence interval [CI: 4.27-4.38]), evidence of end-stage kidney disease (OR: 2.87 [CI: 2.79-2.94]), hypertension (OR: 3.09 [CI: 3.04-3.15]) and retinopathy (OR: 2.94 [CI: 2.82-3.07]) were the strongest predictors of an HRE (p < 0.001).

CONCLUSIONS

These findings show that HREs are prevalent in noninsulin-treated diabetes and identify a large number of patients who may benefit from CGM. Because >80% of HREs occur in the ambulatory setting and >70% occur in patients not taking sulfonylureas, primary care providers should be aware of the latest eligibility criteria for Medicare's coverage of CGM and not restrict this technology to their sulfonylurea-treated patients.

Population pharmacokinetics and pharmacodynamics of nasal glucagon in patients with type 1 or 2 diabetes

The objective was to characterize the pharmacokinetics (PK) and pharmacodynamics (PD) of glucagon after injectable or nasal administration and confirm the appropriate therapeutic dose of nasal glucagon (NG) for adult patients. Six clinical studies with PK and five clinical studies with PD (glucose) data were included in the analysis. Doses ranging from 0.5 to 6 mg NG, and 0.5 to 1 mg injectable glucagon were studied. A total of 6284 glucagon and 7130 glucose concentrations from 265 individuals (patients and healthy participants) were available. Population PK/PD modeling was performed using NONMEM. Glucagon exposure and glucose response were simulated for patients administered various doses of NG to confirm the optimal dose. Glucagon PK was well-described with a single compartment disposition with first-order absorption and elimination processes. Bioavailability of NG relative to injectable glucagon was 16%. Exposure-response modeling revealed that lower baseline glucose was associated with higher maximum drug effect. The carry-over effect from prior insulin administration was incorporated into the model through a time-dependent increase in elimination rate of glucose. Simulations showed that more than 99% of hypoglycemic adult patients would experience treatment success, defined as an increase in blood glucose to ≥70 mg/dL or an increase of ≥20 mg/dL from nadir within 30 min after administration of NG 3 mg. The population PK/PD model adequately described the PK and PD profiles of glucagon after nasal administration. Modeling and simulations confirmed that NG 3 mg is the most appropriate dose for rescue treatment during hypoglycemia emergencies.

Validation study of case-identifying algorithms for severe hypoglycemia using hospital administrative data in Japan

OBJECTIVE

The purpose of this study was to evaluate the performance of algorithms for identifying cases of severe hypoglycemia in Japanese hospital administrative data.

METHODS

This was a multicenter, retrospective, observational study conducted at 3 acute-care hospitals in Japan. The study population included patients aged ≥18 years with diabetes who had an outpatient visit or hospital admission for possible hypoglycemia. Possible cases of severe hypoglycemia were identified using health insurance claims data and Diagnosis Procedure Combination data. Sixty-one algorithms using combinations of diagnostic codes and prescription of high concentration (≥20% mass/volume) injectable glucose were used to define severe hypoglycemia. Independent manual chart reviews by 2 physicians at each hospital were used as the reference standard. Algorithm validity was evaluated using standard performance metrics.

RESULTS

In total, 336 possible cases of severe hypoglycemia were identified, and 260 were consecutively sampled for validation. The best performing algorithms included 6 algorithms that had sensitivity ≥0.75, and 6 algorithms that had positive predictive values ≥0.75 with sensitivity ≥0.30. The best-performing algorithm with sensitivity ≥0.75 included any diagnoses for possible hypoglycemia or prescription of high-concentration glucose but excluded suspected diagnoses (sensitivity: 0.986 [95% confidence interval 0.959-1.013]; positive predictive value: 0.345 [0.280-0.410]). Restricting the algorithm definition to those with both a diagnosis of possible hypoglycemia and a prescription of high-concentration glucose improved the performance of the algorithm to correctly classify cases as severe hypoglycemia but lowered sensitivity (sensitivity: 0.375 [0.263-0.487]; positive predictive value: 0.771 [0.632-0.911]).

CONCLUSION

The case-identifying algorithms in this study showed moderate positive predictive value and sensitivity for identification of severe hypoglycemia in Japanese healthcare data and can be employed by future pharmacoepidemiological studies using Japanese hospital administrative databases.

Economic Burden of Severe Hypoglycemia Among Patients With Diabetes Mellitus

BACKGROUND

Bangladesh is anticipated to have the eighth-highest number of diabetic patients within the next 15 years. Approximately one-fifth of adult diabetes patients reside in Southeast Asian nations. This study aimed to find out the economic burden of extreme hypoglycemia on diabetic sufferers in Bangladesh.

METHODS

A cross-sectional study was carried out amongst 164 Type 2 Diabetes sufferers admitted due to extreme hypoglycemia within 15 months at BIRDEM in Dhaka to decide if they have the impact of extreme hypoglycemia on the cost of illness. The cost was once expressed in BDT.

RESULTS

Direct medical cost (37058) and direct non-medical cost (5261) was estimated during the study. Among the direct medical cost, hospital cost was 17735, physician cost was 5745, nonmedical transport cost was 1802, and attendant cost was 3459. The total cost was 48743 BDT (€617) for each severe hypoglycemic event leading to hospitalization, and 6.4244 BDT (€82.4) would be the indirect cost of reduced productivity from spending 5.8 days (46.4 hours) in the hospital.

CONCLUSION

The analysis indicates that hypoglycemia has a significant negative influence on the cost and reduces the work output of diabetics.

The impact of hypoglycemia on healthcare costs: a modeling study from Chile

Background: This study aimed to estimate the expected cost of hypoglycemia in Diabetes Mellitus type-2 patients receiving hypoglycemic treatment in Chile and to explore the effect of the potential reduction of hypoglycemia over the total cost incurred by its public health system.Research design and methods: A cost analysis was carried out based on a state transition mathematical model. The model used microsimulation with data from the National Health Survey 2016-2017 in Chile. Costs included follow-up, in-hospital and ambulatory care. Separate analysis was conducted for patients treated with insulin, or sulfonylurea.Results: The annual expected total cost of hypoglycemia estimated for the Chilean public system was USD 288,922,523 (USD 273 per patient). The subgroup treated with insulin reached USD 353 per patient whereas the sulfonylurea subgroup was USD 217 per patient. The analysis revealed that for every 1% reduction of the incidence rate of severe hypoglycemia the cost is reduced 0.79% in total, 0.59% for the insulin subgroup, and 0.95% for the sulfonylurea subgroup.Conclusions: The cost of hypoglycemia represents a high proportion of the public health budget in Chile, being similar to those resources allocated to provide coverage of diabetic treatments through its universal health benefit plan.Abbreviations: DM2: type 2 diabetes mellitus; RR: relative risk; ENS: national health survey in Chile.

Economic burden of hypoglycemia for type II diabetes mellitus patients in Malaysia

This study mainly aims to identify the direct cost and economic burden of hypoglycemia for patients with type II diabetes mellitus in Malaysia. A cross-sectional study explored the cost incurred for hypoglycemia among patients admitted to University Kebangsaan Malaysia Medical Centre (UKMMC). The study covered patients aged 20-79 years hospitalized with a primary diagnosis of ICD-10 hypoglycemia and discharged between January 2010 and September 2015 according to the casemix database. A costing analysis was done through a step-down approach from the perspective of health providers. Cost data were collected for three levels of cost centers with the help of a hospital-costing template. The costing data from UKMMC were used to estimate the national burden of hypoglycemia among type II diabetics for the whole country. Of 244 diabetes patients admitted primarily for hypoglycemia to UKMMC, 52% were female and 88% were over 50 years old. The cost increased with severity. Managing a hypoglycemic case requires five days (median) of inpatient stay on average, with a range of 2-26 days, and costs RM 8,949 (USD 2,289). Of the total cost, 30% related to ward (final cost center), 16% to ICU, and 15% to pharmacy (secondary-level cost center) services. Considering that 3.2% of all admissions were hypoglycemia related, the total annual cost of hypoglycemia care for adult diabetics in Malaysia is estimated at RM 117.4 (USD 30.0) million, which translates to 0.5% of the Ministry of Health budget. Hypoglycemia imposes a substantial economic impact even without the direct and indirect cost incurred by patients and other cost of complications. Diabetic management needs to include proper diabetic care and health education to reduce episodes of hypoglycemia.

Retrospective analysis of medical costs and resource utilization for severe hypoglycemic events in patients with type 2 diabetes in Japan

AIMS/INTRODUCTION

The present study aimed to describe hospital utilization and examine actual medical costs for severe hypoglycemic events in patients with type 2 diabetes mellitus in Japan.

MATERIALS AND METHODS

Medical resource utilization associated with severe hypoglycemia was evaluated using a receipt database of acute-care hospitals in Japan. Patients with type 2 diabetes treated with antihyperglycemic agents were included. Severe hypoglycemic events were identified and divided into two groups: with or without hospitalization. Total and attributable medical costs per event were calculated based on the actual medical treatment after severe hypoglycemic events. Attributable costs were estimated from the receipt codes directly associated with the treatment of severe hypoglycemia.

RESULTS

In the hospitalized patients, the median length of hospital stay was 11 days, and the median total and attributable medical costs were ¥402,081 and ¥302,341, respectively. The majority of the hospitalized patients underwent a radiographic examination and general blood tests. Apart from the hospitalization costs, the costs associated with diagnosis accounted for 29.6% of the total medical costs. In the outpatients, 60.6% visited hospitals only once for the severe hypoglycemic event, whereas 11.4% visited hospitals daily for a week after the severe hypoglycemic event. The mean number of hospital visits of the outpatient after a severe hypoglycemic event was 2.7 ± 2.6 days. The median total and attributable medical costs were ¥265,432 and ¥4,628, respectively.

CONCLUSIONS

Significant medical resources are used for the treatment of severe hypoglycemic events of patients with type 2 diabetes in Japan.

Documented hypoglycemia is associated with poor short and long term prognosis among patients admitted to general internal medicine departments

AIM

To study the association of documented hypoglycemia with length of stay, 30-day mortality, and 1-year mortality, among patients with and without diabetes admitted to internal medicine units.

METHODS

The electronic medical records of all patients hospitalized in internal medicine departments at E. Wolfson Medical Center, Holon, Israel, between 1/1/2010 and 31/12/2013, were reviewed. Data extracted included all glucose measurements (performed using an institutional blood glucose monitoring system). Patients were considered hypoglycemic if at least one hypoglycemic event was recorded. Regression analysis was used to assess the association between documented hypoglycemia and length of stay, 30-day and one-year mortality. Age, sex, reason for admission, and the Charlson comorbidity index were entered as covariates, and the most conservative model was developed.

RESULTS

The study population included 45,272 patients (mean age 68.9 ± 17.8 years, 49.4% males, 21.0% had diabetes mellitus). The rate of hypoglycemia in the total study population was 7.5% (16.8% among DM patients, 6.0% among patients without diabetes, p < 0.001). Patients with documented hypoglycemia had a longer length of hospital stay (9.3 ± 18.7 vs. 3.1 ± 6.4 days, p < 0.001), as well as higher risk for both 30-day (23.7% vs. 7.0%, p < 0.001) and 1-year mortality (41.6% vs. 15.3%, p < 0.001). Cox regression analysis showed that hypoglycemia significantly increased risk death at one year (HR 2.436, 95% CI 2.298-2.582, p < 0.001) independent of age, sex, the Charlson comorbidity index, DM status and reason for admission.

CONCLUSION

Documented hypoglycemia is associated with prolonged length of hospital stay and increased risk for both 30-day and 1-year mortality, regardless of diabetes mellitus status.

Real-world crude incidence of hypoglycemia in adults with diabetes: Results of the InHypo-DM Study, Canada

OBJECTIVE

Very few real-world studies have been conducted to assess the incidence of diabetes-related hypoglycemia. Moreover, there is a paucity of studies that have investigated hypoglycemia among people taking secretagogues as a monotherapy or in combination with insulin. Accordingly, our research team developed and validated the InHypo-DM Person with Diabetes Mellitus Questionnaire (InHypo-DMPQ) with the aim of capturing the real-world incidence of self-reported, symptomatic hypoglycemia. The questionnaire was administered online to a national sample of Canadians (≥18 years old) with type 1 diabetes mellitus (T1DM) or type 2 diabetes mellitus (T2DM) treated with insulin and/or insulin secretagogues.

RESEARCH DESIGN AND METHODS

Self-report data obtained from the InHypo-DMPQ were descriptively analyzed to ascertain the crude incidence proportions and annualized incidence densities (rates) of 30-day retrospective non-severe and 1-year retrospective severe hypoglycemia, including daytime and nocturnal events.

RESULTS

A total of 552 people (T2DM: 83%; T1DM: 17%) completed the questionnaire. Over half (65.2%) of the total respondents reported experiencing at least one event (non-severe or severe) at an annualized crude incidence density of 35.1 events per person-year. The incidence proportion and rate of non-severe events were higher among people with T1DM versus T2DM (77% and 55.7 events per person-year vs 54% and 28.0 events per person-year). Severe hypoglycemia was reported by 41.8% of all respondents, at an average rate of 2.5 events per person-year.

CONCLUSIONS

The results of the InHypo-DMPQ, the largest real-world investigation of hypoglycemia epidemiology in Canada, suggest that the incidence of hypoglycemia among adults with diabetes taking insulin and/or insulin secretagogues is higher than previously thought.

Presentations for hypoglycemia associated with diabetes mellitus to emergency departments in a Canadian province: A database and epidemiological analysis

AIMS

The prevalence of diabetes mellitus was reportedly 9% in 2014, making it one of the most common global chronic conditions. Hypoglycemia is an important complication of diabetes treatment. The objective of this study was to quantify and characterize hypoglycemia presentations associated with type 1 or 2 diabetes made to emergency departments (EDs) by adults in a Canadian province.

METHODS

A retrospective cohort study was conducted using reliable administrative data from Alberta for a five-year period (2010/11-2014/15). Records of interest were those with an ICD-10-CA diagnosis of diabetes-associated hypoglycemia (e.g., E10.63). A descriptive analysis was conducted.

RESULTS

Data extraction yielded 7835 presentations by 5884 patients. The majority (56.2%) of presentations were made by males, median patient age was 62, and 60.5% had type 2 diabetes. These episodes constituted 0.08% of presentations to Alberta EDs. The annual rate of presentations decreased by 11.8% during the five-year period. Most presentations (63.4%) involved transportation to ED via ambulance. Median length-of-stay was four hours. For 27.5% of presentations, an X-ray was obtained. Most hypoglycemic episodes (65.2%) were considered to be moderate, while 34.3% were considered to be severe.

CONCLUSIONS

Diabetes-associated hypoglycemia presentations to Alberta EDs are more commonly made by patients with type 2 diabetes, who are more likely to be transported via ambulance and also admitted. Each year, approximately one percent of Albertans with diabetes presented with a hypoglycemia episode; however, knowledge of the variation across regions can guide a strategy for improved care.

Cost of severe hypoglycaemia in nine European countries

OBJECTIVE

Complications contribute largely to the economic gravity of diabetes mellitus (DM). How they arise and are treated differs substantially between countries. This paper assesses the total annual, direct, and indirect cost of severe hypoglycemia events (SHEs) in nine European countries: Bulgaria, Croatia, the Czech Republic, Greece, Hungary, Macedonia/the former Yugoslav Republic of Macedonia (MK), Poland, Slovenia, and Spain.

METHODS

Data was collected on epidemiology, treatment structure, SHE-driven resource consumption, and unit costs. Two systematic reviews-on the SHE rates and the resources used for treatment-and data on the days-of-work lost due to SHE along with salaries and employment rates were used. The total SHE cost in each country was calculated and how the differences are driven by individual parameters was analysed.

RESULTS

The annual costs of SHEs varied in absolute terms from €379,951.25 in MK up to €58,429,684.40 in Spain, or-when expressed per one drug-treated DM patient-from €5.47 in Bulgaria up to €17.74 in Spain. Indirect cost constituted between 6.01% (MK) and 26.49% (Hungary) of the total cost. The differences between countries are driven mostly by the cost of treating a single event, and this is related to general differences in prices.

LIMITATIONS

The main limitation is the lack of good quality data in some parts, and the necessity to use mean-value imputations, experts' opinions, etc. Additionally, we only considered DM treatment as the SHE driver, while other elements, e.g. style of living, may contribute substantially.

CONCLUSIONS

A common framework can be applied to estimate the economic burden of SHE in various countries, allowing one to identify the drivers of differences in cost. Treating DM is complex, and so no resolute conclusions ought to be drawn as to whether SHE management is better in one country than another.

Costs associated with emergency care and hospitalization for severe hypoglycemia

BACKGROUND AND AIMS

We aimed to determine the direct economic cost of the management of severe hypoglycemia among people with diabetes in Italy.

METHODS AND RESULTS

Data of cases with an acceptance diagnosis of hypoglycemia between January 2011 and June 2012 were collected in 46 Emergency Departments (EDs). Emergency care costs were computed by estimating the average cost per ambulance service, ED visit and short-term (<24 h) observation period. Hospitalization expenditure was estimated using the average cost reimbursed by the Italian healthcare system for hospital admission per patient with diabetes in a specific hospital ward. We retrieved 3516 hypoglycemic episodes occurring in subjects with diabetes. Half the cases (51.8%) required referral to EDs by means of the emergency ambulance services. A total of 1751 cases (49.8%) received an ED visit followed by discharge; 604 cases (17.2%) received a short-term observation period; 1161 (33.1%) were hospitalized. Unit costs for emergency care management were estimated at €205 for an ambulance call, €23 for an ED visit, and €220 for a short-term observation. The mean hospitalization cost was estimated at €5317; the average cost per each severe hypoglycemic event totaled €1911. From a base case assumption, the total direct cost of severe hypoglycemia in patients with diabetes in Italy was estimated to be approximately €23 million per year.

CONCLUSION

Severe hypoglycemia in patients with diabetes constitutes a remarkable economic burden for national healthcare systems. Measures for preventing hypoglycemia are mandatory in diabetes management programs considering the impact on patients and on health spending.

Hypoglycemia and Medical Expenses in Patients with Type 2 Diabetes Mellitus: An Analysis Based on the Korea National Diabetes Program Cohort

Background and Aims

Hypoglycemia is one of the most important adverse events in individuals with type 2 diabetes mellitus (T2DM). However, hypoglycemia-related events are usually overlooked and have been documented less in clinical practice.

Materials and Methods

We evaluated the incidence, clinical characteristics, and medical expenses of hypoglycemia related events in T2DM patients based on the Korea National Diabetes Program (KNDP), which is the largest multi-center, prospective cohort in Korea (n = 4,350). For accurate outcomes, the KNDP data were merged with claims data from the Health Insurance Review and Assessment Service (HIRA) of Korea.

Results

During a median follow-up period of 3.23 years (95% CI: 3.14, 3.19), 88 subjects (2.02%) were newly diagnosed with hypoglycemia, and the incidence of hypoglycemia was 6.44 cases per 1,000 person-years (PY). Individuals with hypoglycemia were significantly older (59.7±10.7 vs. 53.3±10.4 years, p < 0.001), had more hospital visits (121.94±126.88 days/PY, p < 0.001), had a longer hospital stays (16.13±29.21 days/PY, p < 0.001), and incurred greater medical costs ($2,447.56±4,056.38 vs. $1,336.37±3,403.39 /PY, p < 0.001) than subjects without hypoglycemia.

Conclusion

Hypoglycemia-related events were infrequently identified among the medical records of T2DM subjects. However, they were associated significantly with poor clinical outcomes, and thus, hypoglycemia could have a substantial burden on the Korean national healthcare system.

Severe hypoglycemia in users of sulfonylurea antidiabetic agents and antihyperlipidemics

Drug-drug interactions causing severe hypoglycemia due to antidiabetic drugs is a major clinical and public health problem. We assessed whether sulfonylurea use with a statin or fibrate was associated with severe hypoglycemia. We conducted cohort studies of users of glyburide, glipizide, and glimepiride plus a statin or fibrate within a Medicaid population. The outcome was a validated, diagnosis-based algorithm for severe hypoglycemia. Among 592,872 persons newly exposed to a sulfonylurea+antihyperlipidemic, the incidence of severe hypoglycemia was 5.8/100 person-years. Adjusted hazard ratios (HRs) for sulfonylurea+statins were consistent with no association. Most overall HRs for sulfonylurea+fibrate were elevated, with sulfonylurea-specific adjusted HRs as large as 1.50 (95% confidence interval (CI): 1.24-1.81) for glyburide+gemfibrozil, 1.37 (95% CI: 1.11-1.69) for glipizide+gemfibrozil, and 1.63 (95% CI: 1.29-2.06) for glimepiride+fenofibrate. Concomitant therapy with a sulfonylurea and fibrate is associated with an often delayed increased rate of severe hypoglycemia.

Health economic evaluation of type 2 diabetes mellitus: a clinical practice focused review

Type 2 diabetes mellitus (T2D) is a growing healthcare burden primarily due to long-term complications. Strict glycemic control helps in preventing complications, and early introduction of insulin may be more cost-effective than maintaining patients on multiple oral agents. This is an expert opinion review based on English peer-reviewed articles (2000–2012) to discuss the health economic consequences of T2D treatment intensification. T2D costs are driven by inpatient care for treatment of diabetes complications (40%–60% of total cost), with drug therapy for glycemic control representing 18% of the total cost. Insulin therapy provides the most improved glycemic control and reduction of complications, although hypoglycemia and weight gain may occur. Early treatment intensification with insulin analogs in patients with poor glycemic control appears to be cost-effective and improves clinical outcomes.

Type II diabetes and its therapy in clinical practice - results from the standardised non-interventional registry SIRTA

BACKGROUND AND METHODS

Modern antidiabetic therapies should achieve low HbA1c values and avoid hypoglycaemic complications. The registry SIRTA included 1522 patients with type II diabetes mellitus (T2DM) from 306 German medical practices. Patients had an HbA1c > 6.5% under the maximum tolerated metformin dose. If required, they received combination therapy with other antidiabetics according to the guideline of the German Diabetes Society [Deutsche Diabetes Gesellschaft (DDG)] or usual medical practice. Patients were followed up for 6 months. The target criteria included the achievement of HbA1c target values and the emergence of severe hypoglycaemic episodes.

RESULTS

Most patients (64.0%) were planned to achieve an HbA1c target < 6.5%, the standard target recommended by the 2009 DDG guideline valid throughout the registry. Primarily to reduce the individual risk for hypoglycaemia, 32.4% of patients had a less strict HbA1c-target of 6.5-7.0%. These targets were achieved by 31.3% and 44.3% of patients, respectively. Combination therapies increased from 45% to 56% over the 6 months registry. Four patients had severe hypoglycaemias (0.26%).

CONCLUSIONS

The registry confirms results from other epidemiologic studies on the therapy of T2DM in everyday practice. The treatment strategies applied effectively reduced blood glucose and avoided severe hypoglycaemias. An early therapy of insufficiently controlled patients with T2DM is important, as lower baseline values facilitated achieving HbA1c targets.

The psychosocial and financial impact of non-severe hypoglycemic events on people with diabetes: two international surveys

OBJECTIVES

To understand the impact of nocturnal and daytime non-severe hypoglycemic events on healthcare systems, work productivity and quality of life in people with type 1 or type 2 diabetes.

METHODS

People with diabetes who experienced a non-severe hypoglycemic event in the 4 weeks prior to the survey were eligible to participate in a nocturnal and/or daytime hypoglycemia survey. Surveys were conducted in Argentina, Australia, Brazil, Israel, Mexico and South Africa.

RESULTS

In total, 300 respondents were included in nocturnal/daytime hypoglycemia surveys (50/participating country/survey). All respondents with type 1 diabetes and 68%/62% (nocturnal/daytime) with type 2 diabetes were on insulin treatment. After an event, 25%/30% (nocturnal/daytime) of respondents decreased their insulin dose and 39%/36% (nocturnal/daytime) contacted a healthcare professional. In the week after an event, respondents performed an average of 5.6/6.4 (nocturnal/daytime) additional blood glucose tests. Almost half of the respondents (44%) reported that the event had a high impact on the quality of their sleep. Among nocturnal survey respondents working for pay, 29% went to work late, 16% left work early and 12% reported missing one or more full work days due to the surveyed event. In addition, 50%/39% (nocturnal/daytime) indicated that the event had a high impact on their fear of future hypoglycemia.

CONCLUSIONS

The findings suggest that nocturnal and daytime non-severe hypoglycemic events have a large financial and psychosocial impact. Diabetes management that minimizes hypoglycemia while maintaining good glycemic control may positively impact upon the psychological wellbeing of people with diabetes, as well as reducing healthcare costs and increasing work productivity.

The impact of insulin type on severe hypoglycaemia events requiring inpatient and emergency department care in patients with type 2 diabetes

AIMS

To evaluate the risk from different insulin types on severe hypoglycaemia (SHG) events requiring inpatient (IP) or emergency department (ED) care in patients with type 2 diabetes.

METHODS

Type 2 diabetes patients newly started on insulin in a large commercial claims database were evaluated for SHG events. Patients were classified into an insulin group based on their most frequently used insulin type. Multivariable Cox models assessed the association between insulin type and the risk of SHG events.

RESULTS

We identified 8626 patients (mean age 53.5 years; 55% female) with type 2 diabetes followed for an average of 4.0 years after insulin initiation. Of these, 161 (1.9%) had a SHG event at an average of 3.1y after insulin initiation. Patients with SHG events were slightly older (56.4 vs. 53.4 years), used a similar number of OADs (1.1 vs. 1.2) but had more co-morbidities compared with those without SHG events. In multivariate Cox models, premixed insulin (HR 2.12; p<0.01), isophane insulin (NPH) (HR 2.02; p<0.01), and rapid acting insulin (HR 2.75; p<0.01) had significantly higher risks of SHG events compared with glargine. No statistically significant difference in SHG events was seen with detemir (HR 1.20; p=0.73).

CONCLUSIONS

Among patients with type 2 diabetes, the use of newer basal insulin analogues was associated with lower rates of SHG events requiring IP or ED care compared with users of other insulin formulations. Future research should examine the impact of hypoglycaemia events of different severity levels.

Evidence supporting an association between hypoglycemic events and depression

OBJECTIVES

This retrospective study investigated the association between hypoglycemic events (HEs) and depression events (DEs) in patients with diabetes mellitus (type 1 and type 2).

METHODS

Analyzed data were from health care claims for individuals with employer-sponsored primary or Medicare supplemental insurance from the Thomson Reuters Market Scan database during the years 2008 and 2009. A baseline period (January 2008 to December 2008) was used to identify eligible patients and collect baseline clinical and demographic characteristics. Eligible patients were aged ≥18 years with diabetes (ICD-9-CM codes: 250.00, 250.01, 250.02, 250.03) who had not experienced any HEs or DEs and were not on antidepressant therapy during the baseline period. We studied the relationships between the DEs and HEs before and after adjusting for the covariates.

RESULTS

Of the 923,024 patients meeting the inclusion criteria, 22,735 (2.46%) patients had HEs (ICD-9-CM coded: 251.0, 251.1, 251.2, 250.8) and 6164 (0.67%) patients had DEs (ICD-9-CM: 311) during the evaluation period. Patients reporting HEs had 78% higher odds of experiencing depression than patients without HEs before adjusting for the covariates. Similarly, after adjusting for the covariates, data indicated that patients with HEs had higher odds of experiencing depression (OR = 1.726; 95% CI = 1.52-1.96). Similar analyses in different age categories showed that the OR monotonically increases with age regardless of whether the other covariates are included in the model.

CONCLUSIONS

ICD-9-CM-coded HEs were independently associated with an increased risk of DEs in patients with diabetes, and this incidence increased with the patients' age.

KEY LIMITATIONS

A key limitation to this study is that only those HEs that resulted in health care provider contact and subsequent claims coding indicative of hypoglycemia were included. It is likely that many cases of mild hypoglycemia, particularly those not severe enough to warrant medical attention, were not captured in this study.

Hypoglycemia: The neglected complication

Hypoglycemia is an important complication of glucose-lowering therapy in patients with diabetes mellitus. Attempts made at intensive glycemic control invariably increases the risk of hypoglycemia. A six-fold increase in deaths due to diabetes has been attributed to patients experiencing severe hypoglycemia in comparison to those not experiencing severe hypoglycemia Repeated episodes of hypoglycemia can lead to impairment of the counter-regulatory system with the potential for development of hypoglycemia unawareness. The short- and long-term complications of diabetes related hypoglycemia include precipitation of acute cerebrovascular disease, myocardial infarction, neurocognitive dysfunction, retinal cell death and loss of vision in addition to health-related quality of life issues pertaining to sleep, driving, employment, recreational activities involving exercise and travel. There is an urgent need to examine the clinical spectrum and burden of hypoglycemia so that adequate control measures can be implemented against this neglected life-threatening complication. Early recognition of hypoglycemia risk factors, self-monitoring of blood glucose, selection of appropriate treatment regimens with minimal or no risk of hypoglycemia and appropriate educational programs for healthcare professionals and patients with diabetes are the major ways forward to maintain good glycemic control, minimize the risk of hypoglycemia and thereby prevent long-term complications.

Hypoglycemia-related emergency department visits and hypoglycemia-related hospitalizations among new users of antidiabetes treatments

OBJECTIVE

To describe the burden of severe hypoglycemia among new users of insulin and oral antidiabetes drugs (OAD) in terms of 2 hypoglycemia-related outcomes: emergency department (ED) visit and hospitalization.

METHODS

We conducted an inception cohort study using the databases of the Quebec health insurance board and the Quebec registry of hospitalizations. The source population was made of individuals 18 years of age or older who were newly dispensed an antidiabetes treatment made of either insulin or OAD between January 1, 2000 and December 31, 2008. Individuals were followed from initiation of antidiabetes treatment to December 31, 2008, occurrence of hypoglycemia-related outcome, loss of eligibility to the drug plan or death, whichever came first. Individuals' characteristics at antidiabetes treatment initiation were described using frequency distributions. The incidence rate for the occurrence of hypoglycemia-related ED visit and hypoglycemia-related hospitalization were calculated using the Kaplan-Meier method.

RESULTS

A total of 188 659 new users of antidiabetes treatment were included in the cohort. A total of 3575 (1.9%) individuals had at least 1 hypoglycemia-related ED visit whereas 194 (0.1%) had at least 1 hypoglycemia-related hospitalization. Incidence rates for the occurrence of hypoglycemia-related ED visits and hypoglycemia-related hospitalizations were 5.2 and 0.3 cases per 1000 patient years, respectively.

CONCLUSION

Although the incidence of ED visit or hospitalization due to hypoglycemia seems low, severe hypoglycemia episodes could be associated with a high economic burden.

Association between hypoglycaemic events and fall-related fractures in Medicare-covered patients with type 2 diabetes

AIMS

This retrospective observational study examined the association between International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM)-coded outpatient hypoglycaemic events and fall-related fractures in Medicare-covered patients with type 2 diabetes.

METHODS

Data were derived from healthcare claims for individuals with employer-sponsored Medicare supplemental insurance. The study period consisted of two consecutive 1-year periods; the baseline period (1 April 2008 to 31 March 2009) and the evaluation period (1 April 2009 to 31 March 2010). Patients selected for study were at least 65 years of age with evidence of type 2 diabetes during the baseline period, as identified using a Healthcare Effectiveness Data and Information Set algorithm or by at least two prescription claims for oral antidiabetic drugs. The baseline period was used to collect information on the patients' demographics and clinical characteristics. The evaluation period was used to identify the presence of hypoglycaemic events and fall-related fractures. Logistic regression was employed to examine the association between hypoglycaemic events and fall-related fractures occurring during the evaluation period, adjusting for patients' demographics and clinical characteristics.

RESULTS

Of 361 210 included patients, 16 936 had hypoglycaemic events during the evaluation period. Patients with hypoglycaemic events had 70% higher regression-adjusted odds (hypoglycaemic events odds ratio = 1.70; 95% confidence interval = 1.58-1.83) of fall-related fractures than patients without hypoglycaemic events. Multiple sensitivity analyses also yielded results suggesting increased odds of fall-related fractures in patients with hypoglycaemic events.

CONCLUSIONS

ICD-9-CM-coded outpatient hypoglycaemic events were independently associated with an increased risk of fall-related fractures. Further studies of the relationship between hypoglycaemia and the risk of fall-related fractures are warranted.

Severe hypoglycaemia requiring the assistance of emergency medical services--frequency, causes and symptoms

AIMS

To evaluate the incidence of severe hypoglycaemia (SH) requiring the assistance of Emergency Medical Services (EMS) in the general population of the Hradec Králové region, in a 1 year period; to describe the distribution of these events throughout the day, and to analyse the symptoms and causes.

METHODS

The outcome data were obtained from special forms which were filled in by EMS medical staff. Incidence of SH was calculated and the distribution of events throughout the day was analysed using contingency tables. The relationship between blood glucose levels and the presence or absence of causes and symptoms of hypoglycaemia was evaluated using a general linear model and the regression tree technique.

RESULTS

In all, a total of 338 events of SH were recorded in 262 patients. 150 episodes appeared in type 2 diabetic patients, 83 episodes in type 1 diabetic patients. 258 events were documented in insulin-treated patients. The incidence of SH was 2.4 and 0.4 episodes/100 patients/year for type 1 and type 2 diabetic patients, respectively. A significantly greater number of hypoglycaemic episodes was documented between 2 pm and 6 pm (P<0.001). Insulin therapy and alcohol consumption were the most dangerous causes of SH.

CONCLUSIONS

Hypoglycaemia requiring the assistance of EMS represents an essential problem, especially in type 1 diabetic patients. The percentage of SH is comparable to other frequent diagnoses requiring the assistance of EMS in the region. This study reflects the behaviour of diabetic patients and highlights information which is important in the prevention of SH.

Hypoglycemia, treatment discontinuation, and costs in patients with type 2 diabetes mellitus on oral antidiabetic drugs

OBJECTIVE

To investigate the rate and impact of hypoglycemic events among patients with type 2 diabetes mellitus (T2DM) receiving different classes of oral antidiabetic drugs (OADs).

RESEARCH DESIGN AND METHODS

Adult patients with T2DM were extracted from the Ingenix IMPACT claims database. The mean number of health care visits due to hypoglycemic events per patient-year was estimated. Multivariate regression models were used to: 1) assess the risk factors for experiencing a hypoglycemic event; 2) assess the effect of experiencing hypoglycemic events on antidiabetic treatment discontinuation; and 3) compare 12-month post-index date costs between patients with and without hypoglycemic events.

RESULTS

212 061 patients with T2DM were included in the analysis. The estimated frequency of hypoglycemia-related health care visits was 0.054 per patient-year. Insulin use was associated with increased risk of developing hypoglycemia, followed by use of sulfonylureas and other OADs (eg, meglitinide and α-glucosidase inhibitors). The impacts of thiazolidinediones, metformin, and dipeptidyl peptidase-4 on hypoglycemia risk were relatively small. Having a hypoglycemic event was associated with significantly increased risk of antidiabetic treatment discontinuation. Patients with hypoglycemia showed significantly higher annual all-cause and diabetes-related health care costs than patients without hypoglycemia (adjusted Δ = +$5024 and +$3747, respectively; both P < 0.0001).

CONCLUSION

Different OAD classes were associated with different levels of risk for hypoglycemic events. Hypoglycemia was associated with a higher risk of antidiabetic treatment discontinuation and significantly increased health care costs.

Evidence linking hypoglycemic events to an increased risk of acute cardiovascular events in patients with type 2 diabetes

OBJECTIVE

This retrospective study examined the association between ICD-9-CM-coded outpatient hypoglycemic events (HEs) and acute cardiovascular events (ACVEs), i.e., acute myocardial infarction, coronary artery bypass grafting, revascularization, percutaneous coronary intervention, and incident unstable angina, in patients with type 2 diabetes.

RESEARCH DESIGN AND METHODS

Data were derived from healthcare claims for individuals with employer-sponsored primary or Medicare supplemental insurance. A baseline period (30 September 2006 to 30 September 2007) was used to identify eligible patients and collect information on their clinical and demographic characteristics. An evaluation period (1 October 2007 to 30 September 2008) was used to identify HEs and ACVEs. Patients aged ≥ 18 years with type 2 diabetes were selected for analysis by a modified Healthcare Effectiveness Data and Information Set algorithm. Data were analyzed with multiple logistic regression and backward stepwise selection (maximum P = 0.01) with adjustment for important confounding variables, including age, sex, geography, insurance type, comorbidity scores, cardiovascular risk factors, diabetes complications, total baseline medical expenditures, and prior ACVEs.

RESULTS

Of the 860,845 patients in the analysis set, 27,065 (3.1%) had ICD-9-CM-coded HEs during the evaluation period. The main model retained 17 significant independent variables. Patients with HEs had 79% higher regression-adjusted odds (HE odds ratio [OR] 1.79; 95% CI 1.69-1.89) of ACVEs than patients without HEs; results in patients aged ≥65 years were similar to those for the entire population (HE OR 1.78, 95% CI 1.65-1.92).

CONCLUSIONS

ICD-9-CM-coded HEs were independently associated with an increased risk of ACVEs. Further studies of the relationship between hypoglycemia and the risk of ACVEs are warranted.

Minimizing the risk of hypoglycemia with vildagliptin: Clinical experience, mechanistic basis, and importance in type 2 diabetes management

Even if the true incidence of hypoglycemia in type 2 diabetes mellitus (T2DM) remains difficult to estimate, with highly variable rates reported in the literature, it is likely more common than previously thought. While most hypoglycemic episodes in T2DM are considered "mild," they still have a substantial clinical impact. Severe hypoglycemia also exists in T2DM, with recent landmark studies prompting much debate about the potential role of severe hypoglycemia in cardiovascular morbidity and mortality, even though there is currently no definitive evidence for causality. The challenge in the treatment of T2DM remains the achievement of optimal glycemic control to lower the risk for long-term complications while avoiding hypoglycemia. Successful treatment strategies should therefore include careful selection of therapies to prevent hypoglycemia, starting early in the disease management process, in order to best preserve counterregulation. The dipeptidyl peptidase-4 inhibitor, vildagliptin, is a good treatment option to minimize the risk of hypoglycemia over time, while maintaining good glucose control. Extensive clinical experience is available for vildagliptin, with data published for all stages of the condition and with the low hypoglycemic potential stemming from a solid mechanistic basis.

Severe sulfonylurea-induced hypoglycemia: a problem of uncritical prescription and deficiencies of diabetes care in geriatric patients

OBJECTIVE

Severe sulfonylurea-induced hypoglycemia (SH) remains a life-threatening and under-reported condition. We investigated the incidence of SH and clinical characteristics of patients with type 2 diabetes mellitus (T2DM) to demonstrate typical risk constellations.

METHODS

In a prospective population-based observational study, all consecutive cases of SH in the period 2000 - 2009 in a German area with 200,000 inhabitants were registered. Severe hypoglycemia was defined as a symptomatic event requiring treatment with intravenous glucose and was confirmed by a blood glucose measurement of < 50 mg/dl.

RESULTS

A mean incidence of seven episodes of SH per year and 100,000 inhabitants was registered. The 139 hypoglycemic individuals had been treated with glimepiride (n = 98), glibenclamide (n = 40) or gliquidone (n = 1). No preparation showed a constant dose-effect relationship, SH occurring within a wide dose range. The patients were characterized as follows: age 77.5 + or - 9.4 years, duration of diabetes 11 + or - 7 years, body mass index 26.3 + or - 4.9 kg/m(2), HbA1c 6.6 + or - 1.3%, creatinine clearance 46 + or - 24 ml/min with renal insufficiency in 73% and co-medication 7 + or - 3 drugs. Two-thirds of all subjects lived independently at home whereas a third were cared for by a home nursing service or received care in nursing homes. In all, 30% had participated in diabetes education programs. In 31%, systematic blood glucose monitoring was performed.

CONCLUSIONS

Uncritical prescription of sulfonylureas neglecting crucial contraindications - particularly renal insufficiency - and deficiencies of diabetes care contributed substantially to the risk of SH in the mainly geriatric patients. There is a need for alternative therapeutic concepts that minimize the risk of hypoglycemia in geriatric patients with T2DM.

Medical expenditures associated with diabetes acute complications in privately insured U.S. youth

OBJECTIVE

To estimate medical expenditures attributable to diabetes ketoacidosis (DKA) and severe hypoglycemia among privately insured insulin-treated U.S. youth with diabetes.

RESEARCH DESIGN AND METHODS

We analyzed the insurance claims of 7,556 youth, age ≤ 19 years, with insulin-treated diabetes. The youth were continuously enrolled in fee-for-service health plans, and claims were obtained from the 2007 U.S. MarketScan Commercial Claims and Encounter database. We used regression models to estimate total medical expenditures and their subcomponents: outpatient, inpatient, and drug expenditures. The excess expenditures associated with DKA and severe hypoglycemia were estimated as the difference between predicted medical expenditures for youth who did/did not experience either DKA or severe hypoglycemia.

RESULTS

For youth with and without DKA, respectively, predicted mean annual total medical expenditures were $14,236 and $8,398 (an excess of $5,837 for those with DKA). The excess was statistically greater for those with one or more episodes of DKA ($8,455) than among those with only one episode ($3,554). Predicted mean annual total medical expenditures were $12,850 and $8,970 for youth with and without severe hypoglycemia, respectively (an excess of $3,880 for those with severe hypoglycemia). The excess was greater among those with one or more episodes ($5,929) than among those with only one ($2,888).

CONCLUSIONS

Medical expenditures for potentially preventable DKA and severe hypoglycemia in U.S. youth with insulin-treated diabetes are substantial. Improving the quality of care for these youth to prevent the development of these two complications could avert substantial U.S. health care expenditures.

Approach to managing hypoglycemia in elderly patients with diabetes

Hypoglycemia is a common clinical problem in elderly patients with diabetes. Aging modifies the counterregulatory and symptomatic responses to hypoglycemia. Hypoglycemia in the elderly is not only due to tight blood sugar control, but also due to a multitude of other factors. Hypoglycemia often occurs with insulin, sulfonylureas, or meglitinide therapy. However, other causes may also contribute to hypoglycemia, such as decreased cognition, renal impairment, or polypharmacy. The presenting features of hypoglycemia may be atypical and misinterpreted, resulting in delayed treatment. Morbidity is greater in elderly patients, and the risk of progression to severe hypoglycemia is high because of their altered symptom profile, diminished symptom intensity, and altered glycemic thresholds. Hypoglycemia seems to be the main limiting factor in their glycemic control. In this article we discuss strategies to prevent hypoglycemic episodes.

Characteristics and mortality of type 2 diabetic patients hospitalized for severe iatrogenic hypoglycemia

AIMS

Severe hypoglycemia can be dramatic in diabetic patients, but its long-term outcome is unknown. We aimed to describe clinical characteristics of type 2 diabetic patients hospitalized for iatrogenic hypoglycemia, and find predictors of long-term mortality, with a special regard to anti-hyperglycemic regimens.

METHODS

We retrospectively analyzed 126 episodes of severe hypoglycemia in type 2 diabetic patients. We collected data on the event (coma, pre-hospital fall, glucose level, duration of hypoglycemia), concomitant risk factors, diabetic complications and chronic comorbidities. We divided patients according to the use of insulin or oral agents (OHAs). In-hospital outcomes were acute coronary syndrome (ACS) and duration of hospitalization. We finally assessed long-term mortality.

RESULTS

Hypoglycemia due to OHA was associated with higher prevalence of coma and longer duration than hypoglycemia due to insulin. OHA use was also associated with a longer hospital stay, but no increase in the incidence of ACS. Overall mortality after a 2-year median follow-up was 42.1%. Despite the apparent worse presentation of hypoglycemic episodes associated with OHA use, this did not lead to an increased long-term mortality.

CONCLUSIONS

Severe iatrogenic hypoglycemia in OHA-treated patients has a worse presentation, but is not associated with a higher long-term mortality than in insulin-treated patients.

Comparison of treatment costs in inadequately controlled type 2 diabetes in Germany based on the APOLLO trial with insulin glargine

OBJECTIVE

A cost analysis of once-daily insulin glargine versus three-times daily insulin lispro in combination with oral antidiabetic drugs (OADs) for insulin-naive type 2 diabetes patients in Germany based on the APOLLO trial (A Parallel design comparing an Oral antidiabetic drug combination therapy with either Lantus once daily or Lispro at mealtime in type 2 diabetes patients failing Oral treatment).

METHODS

Annual direct treatment costs were estimated from the perspective of the German statutory health insurance (SHI). Costs accounted for included insulin medication, disposable pens and consumable items (needles, blood glucose test strips and lancets). Sensitivity analyses (on resource use and unit costs) were performed to reflect current German practice.

RESULTS

Average treatment costs per patient per year in the base case were 1,073 euro for glargine and 1,794 euro for lispro. Insulin costs represented 65% vs. 37% of total costs respectively. Acquisition costs of glargine were offset by the lower costs of consumable items (380 euro vs. 1,139 euro). Sensitivity analyses confirmed the robustness of the results in favour of glargine. All scenarios yielded cost savings in total treatment costs ranging from 84 euro to 727 euro.

CONCLUSIONS

Combination therapy of once-daily insulin glargine versus three-times daily insulin lispro both with OADs, in the management of insulin-dependent type 2 diabetes offers the potential for substantial cost savings from the German SHI perspective.

Cost-effectiveness of pioglitazone in type 2 diabetes patients with a history of macrovascular disease: a German perspective

BACKGROUND

The aim of this study was to project health-economic outcomes relevant to the German setting for the addition of pioglitazone to existing treatment regimens in patients with type 2 diabetes, evidence of macrovascular disease and at high risk of cardiovascular events.

METHODS

Event rates corresponding to macrovascular outcomes from the Prospective Pioglitazone Clinical Trial in Macrovascular Events (PROactive) study of pioglitazone were used with a modified version of the CORE Diabetes Model to simulate outcomes over a 35-year time horizon. Direct medical costs were accounted from a healthcare payer perspective in year 2005 values. Germany specific costs were applied for patient treatment, hospitalization and management. Both costs and clinical benefits were discounted at 5.0% per annum.

RESULTS

Over patient lifetimes pioglitazone treatment improved undiscounted life expectancy by 0.406 years and improved quality-adjusted life expectancy by 0.120 quality-adjusted life years (QALYs) compared to placebo. Direct medical costs (treatment plus complication costs) were marginally higher for pioglitazone treatment and calculation of the incremental cost-effectiveness ratio (ICER) produced a value of euro13,294 per QALY gained with the pioglitazone regimen versus placebo. Acceptability curve analysis showed that there was a 78.2% likelihood that pioglitazone would be considered cost-effective in Germany, using a "good value for money" threshold of euro50,000 per QALY gained. Sensitivity analyses showed that the results were most sensitive to changes in the simulation time horizon. After adjustment for the potential stabilization of pancreatic beta-cell function with pioglitazone treatment, the ICER was euro6,667 per QALY gained for pioglitazone versus placebo.

CONCLUSION

The findings of this modelling analysis indicated that, for patients with a history of macrovascular disease, addition of pioglitazone to existing therapy reduces the long-term cumulative incidence of diabetes-complications at a cost that would be considered to represent good value for money in the German setting.

Hypoglycaemia in patients with type 2 diabetes treated with a combination of metformin and sulphonylurea therapy in France

CONTEXT

Hypoglycaemia from antihyperglycaemic drugs may have a significant impact on patients' health-related quality of life. Combination use of metformin and a sulphonylurea has become increasingly common; yet, the impact of hypoglycaemia on quality of life in these patients is not well documented.

OBJECTIVE

To examine patient-reported experience of hypoglycaemia, worry about hypoglycaemic symptoms and the impact of hypoglycaemia on patients' quality of life associated with use of sulphonylurea co-administered with metformin.

DESIGN

This was an observational, cross-sectional, multi-centre study.

SETTING

A total of 98 primary care centres in France during October to December 2005.

PATIENTS

A total of 400 patients with type 2 diabetes, who were > or = 35 years old and who had been treated with metformin and a sulphonylurea for at least 6 months, completed questionnaires during their usual primary care office visit.

MAIN OUTCOME MEASURES

Frequency and severity of hypoglycaemic symptoms in the past 6 months, the Worry subscale of the Hypoglycaemic Fear Survey-II (HFS-II) and the EuroQol-5 Dimensions (EQ-5D) questionnaire.

RESULTS

A total of 136 (34%) patients reported experiencing hypoglycaemia, of whom 78 (58%) experienced mild, 40 (30%) experienced moderate and 16 (12%) experienced severe or very severe symptoms. Mean score on the HFS-II Worry scale was higher for patients who reported having hypoglycaemia than for those who did not (19.0 vs. 10.2; p < 0.0001) and increased with severity of hypoglycaemic symptoms. In linear regression analyses, more severe symptoms of hypoglycaemia were significantly associated with higher scores on the HFS-II Worry scale (p = 0.0162) among patients with hypoglycaemic symptoms. Summary scores on the EQ-5D were lower for patients who reported hypoglycaemia than for those who did not (p = 0.0001) and, in multivariate analysis, the experience of hypoglycaemia was negatively associated with the EQ-5D summary score (p < 0.0001).

CONCLUSION

The occurrence and severity of hypoglycaemic symptoms were associated with increased patient worry about hypoglycaemia and lower health-related quality of life among type 2 diabetic patients being treated with both metformin and a sulphonylurea.

Validation of ICD-9-CM coding algorithm for improved identification of hypoglycemia visits

BACKGROUND

Accurate identification of hypoglycemia cases by International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) codes will help to describe epidemiology, monitor trends, and propose interventions for this important complication in patients with diabetes. Prior hypoglycemia studies utilized incomplete search strategies and may be methodologically flawed. We sought to validate a new ICD-9-CM coding algorithm for accurate identification of hypoglycemia visits.

METHODS

This was a multicenter, retrospective cohort study using a structured medical record review at three academic emergency departments from July 1, 2005 to June 30, 2006. We prospectively derived a coding algorithm to identify hypoglycemia visits using ICD-9-CM codes (250.3, 250.8, 251.0, 251.1, 251.2, 270.3, 775.0, 775.6, and 962.3). We confirmed hypoglycemia cases by chart review identified by candidate ICD-9-CM codes during the study period. The case definition for hypoglycemia was documented blood glucose 3.9 mmol/l or emergency physician charted diagnosis of hypoglycemia. We evaluated individual components and calculated the positive predictive value.

RESULTS

We reviewed 636 charts identified by the candidate ICD-9-CM codes and confirmed 436 (64%) cases of hypoglycemia by chart review. Diabetes with other specified manifestations (250.8), often excluded in prior hypoglycemia analyses, identified 83% of hypoglycemia visits, and unspecified hypoglycemia (251.2) identified 13% of hypoglycemia visits. The absence of any predetermined co-diagnosis codes improved the positive predictive value of code 250.8 from 62% to 92%, while excluding only 10 (2%) true hypoglycemia visits. Although prior analyses included only the first-listed ICD-9 code, more than one-quarter of identified hypoglycemia visits were outside this primary diagnosis field. Overall, the proposed algorithm had 89% positive predictive value (95% confidence interval, 86-92) for detecting hypoglycemia visits.

CONCLUSION

The proposed algorithm improves on prior strategies to identify hypoglycemia visits in administrative data sets and will enhance the ability to study the epidemiology and design interventions for this important complication of diabetes care.

Trends and disparities in U.S. emergency department visits for hypoglycemia, 1993-2005

OBJECTIVE

To characterize the epidemiology of hypoglycemia in U.S. emergency departments.

RESEARCH DESIGN AND METHODS

We analyzed data from the 1993-2005 National Hospital Ambulatory Medical Care Survey and evaluated trends and disparities over time.

RESULTS

There were approximately 5 million emergency department visits for hypoglycemia from 1993-2005, and 25% resulted in hospital admission. The visit rate per 1,000 of the diabetic population was 34 (95% CI 30-37) and did not change significantly during the study period (P = 0.70 for trend). These visit rates were higher in patients aged <45 years (n = 62) and >or=75 years (n = 54) versus those aged 45-74 years (n = 21), in female (n = 37) versus male (n = 30) patients, in black (n = 40) vs. white (n = 25) patients, and in Hispanic (n = 21) versus non-Hispanic (n = 12) patients (all P < 0.001).

CONCLUSIONS

Greater emphasis on intensive glycemic control has not resulted in increased emergency department visit rates for hypoglycemia. We identified demographic disparities, however, that merit further evaluation. The emergency department provides an important opportunity for epidemiologic study and intervention for severe hypoglycemia.

Hypoglycaemia in Type 2 diabetes

The primary cause of hypoglycaemia in Type 2 diabetes is diabetes medication-in particular, those which raise insulin levels independently of blood glucose, such as sulphonylureas (SUs) and exogenous insulin. The risk of hypoglycaemia is increased in older patients, those with longer diabetes duration, lesser insulin reserve and perhaps in the drive for strict glycaemic control. Differing definitions, data collection methods, drug type/regimen and patient populations make comparing rates of hypoglycaemia difficult. It is clear that patients taking insulin have the highest rates of self-reported severe hypoglycaemia (25% in patients who have been taking insulin for > 5 years). SUs are associated with significantly lower rates of severe hypoglycaemia. However, large numbers of patients take SUs in the UK, and it is estimated that each year > 5000 patients will experience a severe event caused by their SU therapy which will require emergency intervention. Hypoglycaemia has substantial clinical impact, in terms of mortality, morbidity and quality of life. The cost implications of severe episodes-both direct hospital costs and indirect costs-are considerable: it is estimated that each hospital admission for severe hypoglycaemia costs around pound1000. Hypoglycaemia and fear of hypoglycaemia limit the ability of current diabetes medications to achieve and maintain optimal levels of glycaemic control. Newer therapies, which focus on the incretin axis, may carry a lower risk of hypoglycaemia. Their use, and more prudent use of older therapies with low risk of hypoglycaemia, may help patients achieve improved glucose control for longer, and reduce the risk of diabetic complications.

Hypoglycemia

Under physiologic conditions, glucose plays a critical role in providing energy to the central nervous system. A precipitous drop in the availability of this substrate results in dramatic symptoms that signal a medical emergency and warrant immediate therapy aimed at restoring plasma glucose to normal levels. A systemic approach to the differential diagnosis is useful in identifying the cause of hypoglycemia. Once established, a specific and/or definitive intervention that addresses that underlying problem can be implemented. In most cases, this systemic approach to diagnosis and therapy is rewarded with a good outcome for the patient.

Cost of hypoglycemia in patients with Type 2 diabetes in Sweden

OBJECTIVES

Hypoglycemia is a common side effect of antidiabetic therapy. In addition to reducing well-being, hypoglycemic events may lead to substantial costs of medical care and lost productivity. The cost of hypoglycemia is, however, not well identified, particularly in patients with Type 2 diabetes. The purpose of this study was to assess the cost of hypoglycemia in Type 2 diabetes in Sweden.

METHODS

A cost-of-illness approach, based on an incidence methodology, was used to estimate the cost of hypoglycemia in patients with Type 2 diabetes. A hypoglycemic event was defined as an episode with symptoms of low blood glucose levels during which the patient required assistance from another person. The events were divided into mild, moderate, and severe, and the incidence and costs of the different events were estimated based on data in the literature.

RESULTS

Assuming that there are 300,000 patients with Type 2 diabetes in Sweden, it was estimated that 26,942 hypoglycemic events would occur annually in these patients, corresponding to a rate of 0.09 events per patient-year. The total cost of hypoglycemia was, in base case, estimated at about Euro 4,250,000 (Euro 14 per patient with Type 2 diabetes) per year. Moderate hypoglycemia contributed the largest proportion of these costs.

CONCLUSIONS

The results indicate that hypoglycemic events lead to substantial costs, but data are scarce and more studies are needed to better understand the cost and consequences of hypoglycemia.

Incremental cost savings 6 months following initiation of insulin glargine in a Medicaid fee-for-service sample

This study assessed the role of insulin glargine use on the short-term costs of diabetes care from a state Medicaid fee-for-service reimbursement perspective. A retrospective claims analysis was performed for 20% of Medicaid recipients in California (Medi-Cal) between November 2000 and September 2002. Each patient with continuous enrollment at least 6 months before and after the insulin glargine index date was matched with 2 reference patients by age, gender, diabetes diagnosis, and enrollment dates. Costs were calculated for emergency department, inpatient, outpatient, and pharmacy claims paid, and changes from baseline were determined. Incremental cost savings were estimated from baseline cost in the insulin glargine group multiplied by the difference in percentage of changes from baseline. Of the 1018 insulin glargine users, 267 satisfied inclusion criteria and were matched to 534 reference patients. Baseline treatment costs were 2.7-fold higher in the insulin glargine group. Absolute cost reductions in the insulin glargine and reference groups were 185 dollars and 72 dollars per patient, respectively. Incremental cost savings were 69 dollars per insulin glargine user, including more than 200 dollars in incremental savings for inpatient claims. Hypoglycemia decreased from 9.5% to 3.8% of inpatient claims in the insulin glargine group but remained 1.1% throughout in the reference group. Insulin glargine use was associated with reduced inpatient hypoglycemia-related claims paid and short-term reductions in the inpatient and total costs of diabetes-related care. Additional studies are warranted to assess the influence of insulin glargine on diabetes-related costs.

Contribution of hypoglycemia to medical care expenditures and short-term disability in employees with diabetes

OBJECTIVE

Diabetes is the third-most expensive physical health condition among US employees. We sought to evaluate the contribution of hypoglycemia to these costs.

METHODS

We studied 2664 employees using insulin for whom medical encounters and short-term disability (STD) records were available.

RESULTS

Among these employees, 442 (16.6%) had a diagnosis of hypoglycemia during an average follow-up of 2.5 years. The risk of hospitalization and emergency room visits was increased twofold in this group. Much of this excess was associated with hypoglycemia. The annualized medical cost of hypoglycemia was $3241. Patients with hypoglycemia had 77% more STD days annually. The risk of STD in the week after hypoglycemia was increased fivefold.

CONCLUSION

These data suggest that hypoglycemia contributes substantially to medical care utilization and to disability-related work absence among employees using insulin.

Hypoglycaemia in Elderly Patients with Diabetes Mellitus

Achieving target glycaemic goals while avoiding hypoglycaemia is a major challenge in the management of elderly patients with diabetes mellitus. Repeated episodes of hypoglycaemia may cause extreme emotional distress in such patients, even when the episodes are relatively mild. Moreover, evidence is mounting that hypoglycaemia among elderly patients is a very real and costly health concern. The strongest predictors of severe hypoglycaemia in the elderly are advanced age, recent hospitalisation and polypharmacy. Education is the key to preventing recurrent or severe hypoglycaemia. As such, there should be close coordination of care between the patient, physician and all other healthcare providers in identifying the cause of hypoglycaemia in elderly patients, and appropriate steps should be taken to prevent further episodes. Prevention of hypoglycaemia has the potential to improve psychosocial aspects of elderly health, including enhanced quality of life, boosted confidence, improved compliance with antidiabetic regimens and avoidance of long-term complications. Since the elderly population represents a unique group, it is imperative to focus on the aetiologies that are exclusive to this group. Advanced age itself is a risk factor for hypoglycaemia, and elderly patients with comorbidities are at increased risk when they are hospitalised. Elderly patients with diabetes often have compromised renal function, which intereferes with drug elimination and thus predisposes them to prolonged life-threatening hypoglycaemia. In addition, patients on five or more prescription medications are prone to drug-associated hypoglycaemia. Although sulfonylurea-associated hypoglycaemia is common, drugs such as ACE inhibitors and nonselective beta-adrenoceptor antagonists can also predispose patients to hypoglycaemia. Greater attention should be paid to the avoidance of hypgolycaemia in nursing home residents. Recurrent hypoglycaemia in elderly patients is not only detrimental to achieving good glycaemic control, it is also a substantial economic burden. Once the causes of hypoglycaemia have been identified, it is crucial to formulate and institute a prevention plan. Firstly, global evaluation of the patient should be carried out to identify possible predisposing risk factors. Secondly, target glycaemic goals should be tailored to each patient. Thirdly, selection of antidiabetic agents should be judicious, then patients and family should be educated to recognise and treat hypoglycaemia. Finally, coordinated care should be provided to identify, treat and prevent hypoglycaemia.

Prehospital management of diabetic emergencies--a population-based intervention study

BACKGROUND

Diabetes-related emergencies are frequent and potentially life-threatening. A study was performed to obtain reliable data about the prevalence of diabetic emergencies and to improve the quality of prehospital care of patients with diabetes-related emergencies.

METHODS

A prospective population-based study in a German emergency medical service district in the period from 1997 to 2000 was conducted. After initial diabetes training for the entire emergency team, a standardized protocol was introduced for prehospital emergency therapy of severe hypoglycaemia (SH) and severe hyperglycaemic disorders. A rapid blood glucose test was performed on all emergency patients with the exception of resuscitations and deaths. Indicators of treatment quality before and after these interventions were compared.

RESULTS

A rapid blood glucose test was performed in 6631 (85%) of the 7804 emergencies that occurred during the period investigated. The prevalence of acute diabetic complications was 3.1%, and 213 cases of SH and 29 severe hyperglycaemic disorders were recorded. Education of the emergency team led to a significant improvement in the quality of treatment. Larger volumes of iv 40% glucose solution (50 +/- 20 ml (1997-2000) vs. 25 +/- 17 ml (1993-96); P < 0.0001) were administered to patients with SH. Insulin-treated patients who were well educated about their diabetes were more often treated only at the emergency scene, after SH (25% vs. 8%; P = 0.007), and without complications. In 50 patients who experienced sulfonylurea-induced SH, the mandatory additional glucose infusions and hospitalization for further observation reduced mortality from 4.9% to 0% (P = 0.2).

CONCLUSION

Training of the emergency team is an effective and efficient intervention to improve quality of treatment and prognosis outcome for patients with diabetic emergencies. Treatment of SH at the emergency scene only was demonstrated to be safe in type 1 diabetic patients who had previously received structured patient education.

Glimepiride in type 2 diabetes mellitus: a review of the worldwide therapeutic experience

BACKGROUND

Sulfonylureas (SUs) have been used for many years as first-line therapy for patients with type 2 diabetes mellitus whose blood glucose levels have not been effectively controlled by diet and exercise alone. Glimepiride is a once-daily SU that was introduced in 1995. Since then, a considerable body of evidence has been amassed regarding its use in type 2 diabetes.

OBJECTIVE

This review provides a comprehensive summary of available data on the pharmacology, pharmacokinetics, efficacy, and safety profile of glimepiride in the treatment of type 2 diabetes. It also examines the use of glimepiride to achieve and maintain good glycemic control in patients with type 2 diabetes in current clinical practice.

METHODS

Relevant articles were identified through a search of MEDLINE for English-language studies published from 1990 to 2002. The search terms used were glimepiride, sulfonylureas, and type 2 diabetes mellitus. The manufacturer of glimepiride provided additional information.

RESULTS

Glimepiride differs from other SUs in a number of respects. In clinical studies, glimepiride was generally associated with a lower risk of hypoglycemia and less weight gain than other SUs. Results of other studies suggest that glimepiride can be used in older patients and those with renal compromise. There is evidence that glimepiride preserves myocardial preconditioning, a protective mechanism that limits damage in the event of an ischemic event. Glimepiride can be used in combination with other oral antidiabetic agents or insulin to optimize glycemic control.

CONCLUSION

Based on the evidence to date, glimepiride is an effective and well-tolerated once-daily antidiabetic drug and provides an important treatment option for the management of type 2 diabetes.