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Hua X, Lung TWC, Palmer A, Si L, Herman WH, Clarke P. How Consistent is the Relationship between Improved Glucose Control and Modelled Health Outcomes for People with Type 2 Diabetes Mellitus? a Systematic Review. PHARMACOECONOMICS 2017; 35:319-329. [PMID: 27873225 PMCID: PMC5306373 DOI: 10.1007/s40273-016-0466-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
BACKGROUND There are an increasing number of studies using simulation models to conduct cost-effectiveness analyses for type 2 diabetes mellitus. OBJECTIVE To evaluate the relationship between improvements in glycosylated haemoglobin (HbA1c) and simulated health outcomes in type 2 diabetes cost-effectiveness studies. METHODS A systematic review was conducted on MEDLINE and EMBASE to collect cost-effectiveness studies using type 2 diabetes simulation models that reported modelled health outcomes of blood glucose-related interventions in terms of quality-adjusted life-years (QALYs) or life expectancy (LE). The data extracted included information used to characterise the study cohort, the intervention's treatment effects on risk factors and model outcomes. Linear regressions were used to test the relationship between the difference in HbA1c (∆HbA1c) and incremental QALYs (∆QALYs) or LE (∆LE) of intervention and control groups. The ratio between the ∆QALYs and ∆LE was calculated and a scatterplot between the ratio and ∆HbA1c was used to explore the relationship between these two. RESULTS Seventy-six studies were included in this research, contributing to 124 pair of comparators. The pooled regressions indicated that the marginal effect of a 1% HbA1c decrease in intervention resulted in an increase in life-time QALYs and LE of 0.371 (95% confidence interval 0.286-0.456) and 0.642 (95% CI 0.494-0.790), respectively. No evidence of heterogeneity between models was found. An inverse exponential relationship was found and fitted between the ratio (∆QALY/∆LE) and ∆HbA1c. CONCLUSION There is a consistent relationship between ∆HbA1c and ∆QALYs or ∆LE in cost-effectiveness analyses using type 2 diabetes simulation models. This relationship can be used as a diagnostic tool for decision makers.
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Affiliation(s)
- Xinyang Hua
- School of Population and Global Health, University of Melbourne, Level 4, 207 Bouverie Street, Carlton, VIC, 3053, Australia
| | - Thomas Wai-Chun Lung
- School of Population and Global Health, University of Melbourne, Level 4, 207 Bouverie Street, Carlton, VIC, 3053, Australia
- The George Institute for Global Health, University of Sydney, Lidcombe, NSW, Australia
| | - Andrew Palmer
- Menzies Research Institute, University of Tasmania, Hobart, TAS, Australia
| | - Lei Si
- Menzies Research Institute, University of Tasmania, Hobart, TAS, Australia
| | - William H Herman
- School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Philip Clarke
- School of Population and Global Health, University of Melbourne, Level 4, 207 Bouverie Street, Carlton, VIC, 3053, Australia.
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Shafie AA, Ng CH, Tan YP, Chaiyakunapruk N. Systematic Review of the Cost Effectiveness of Insulin Analogues in Type 1 and Type 2 Diabetes Mellitus. PHARMACOECONOMICS 2017; 35:141-162. [PMID: 27752998 DOI: 10.1007/s40273-016-0456-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
BACKGROUND Insulin analogues have a pharmacokinetic advantage over human insulin and are increasingly used to treat diabetes mellitus. A summary of their cost effectiveness versus other available treatments was required. OBJECTIVE Our objective was to systematically review the published cost-effectiveness studies of insulin analogues for the treatment of patients with type 1 diabetes mellitus (T1DM) and type 2 diabetes mellitus (T2DM). METHODS We searched major databases and health technology assessment agency reports for economic evaluation studies published up until 30 September 2015. Two reviewers performed data extraction and assessed the quality of the data using the CHEERS (Consolidated Health Economic Evaluation Reporting Standards) guidelines. RESULTS Seven of the included studies assessed short-acting insulin analogues, 12 assessed biphasic insulin analogues, 30 assessed long-acting insulin analogues and one assessed a combination of short- and long-acting insulin analogues. Only 17 studies involved patients with T1DM, all were modelling studies and 12 were conducted in Canada. The incremental cost-effectiveness ratios (ICERs) for short-acting insulin analogues ranged from dominant to $US435,913 per quality-adjusted life-year (QALY) gained, the ICERs for biphasic insulin analogues ranged from dominant to $US57,636 per QALY gained and the ICERs for long-acting insulin analogues ranged from dominant to $US599,863 per QALY gained. A total of 15 studies met all the CHEERS guidelines reporting quality criteria. Only 26 % of the studies assessed heterogeneity in their analyses. CONCLUSION Current evidence indicates that insulin analogues are cost effective for T1DM; however, evidence for their use in T2DM is not convincing. Additional evidence regarding compliance and efficacy is required to support the broader use of long-acting and biphasic insulin analogues in T2DM. The value of insulin analogues depends strongly on reductions in hypoglycaemia event rates and its efficacy in lowering glycated haemoglobin (HbA1c).
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Affiliation(s)
- Asrul Akmal Shafie
- Discipline of Social and Administrative Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia (USM), 11800, Penang, Malaysia.
| | - Chin Hui Ng
- Discipline of Social and Administrative Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia (USM), 11800, Penang, Malaysia
| | - Yui Ping Tan
- Discipline of Social and Administrative Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia (USM), 11800, Penang, Malaysia
| | - Nathorn Chaiyakunapruk
- School of Pharmacy, Monash University Malaysia, Selangor, Malaysia
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Center of Pharmaceutical Outcomes Research (CPOR), Naresuan University, Phitsanulok, Thailand
- School of Pharmacy, University of Wisconsin, Madison, WI, USA
- School of Population Health, University of Queensland, Brisbane, QLD, Australia
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Shafie AA, Gupta V, Baabbad R, Hammerby E, Home P. An analysis of the short- and long-term cost-effectiveness of starting biphasic insulin aspart 30 in insulin-naïve people with poorly controlled type 2 diabetes. Diabetes Res Clin Pract 2014; 106:319-27. [PMID: 25305133 DOI: 10.1016/j.diabres.2014.08.024] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2014] [Revised: 06/27/2014] [Accepted: 08/30/2014] [Indexed: 01/11/2023]
Abstract
AIM This study aimed to assess the cost-effectiveness of starting insulin therapy with biphasic insulin aspart 30 (BIAsp 30) in people with type 2 diabetes inadequately controlled on oral glucose-lowering drugs in Saudi Arabia, India, Indonesia, and Algeria. METHODS The IMS CORE Diabetes Model was used to evaluate economic outcomes associated with starting BIAsp 30, using baseline characteristics and treatment outcomes from the A(1)chieve study. Time horizons of 1 and 30 years were applied, with country-specific costs for complications, therapies, and background mortality. Incremental cost-effectiveness ratios (ICERs) are expressed as cost per quality-adjusted life-year (QALY) in local currencies, USD, and fractions of local GDP per capita (GDPc). Cost-effectiveness was pre-defined using the World Health Organization definition of <3.0 times GDPc. Comprehensive sensitivity analyses were performed. RESULTS In the primary 30-year analyses, starting BIAsp 30 was associated with a projected increase in life expectancy of >1 year and was highly cost-effective, with ICERs of -0.03 (Saudi Arabia), 0.25 (India), 0.48 (India), 0.47 (Indonesia), and 0.46 (Algeria) GDPc/QALY. The relative risk of developing selected complications was reduced in all countries. Sensitivity analyses including cost of self-monitoring, treatment costs, and deterioration of glucose control with time showed the results to be robust. In a 1-year analysis, ICER per QALY gained was still cost-effective or highly cost-effective. CONCLUSION Starting BIAsp 30 in people with type 2 diabetes in the A(1)chieve study was found to be cost-effective across all country settings at 1- and 30-year time horizons, and usefully increased predicted life expectancy.
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Affiliation(s)
| | - Vishal Gupta
- Jaslok Hospital and Research Centre, Mumbai, India
| | - Ranya Baabbad
- Pharmacoeconomics Centre of KSMC, Riyadh, Saudi Arabia
| | | | - Philip Home
- Newcastle University, Newcastle upon Tyne, UK.
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Brennan VK, Colosia AD, Copley-Merriman C, Mauskopf J, Hass B, Palencia R. Incremental costs associated with myocardial infarction and stroke in patients with type 2 diabetes mellitus: an overview for economic modeling. J Med Econ 2014; 17:469-80. [PMID: 24773097 DOI: 10.3111/13696998.2014.915847] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVE To identify cost estimates related to myocardial infarction (MI) or stroke in patients with type 2 diabetes mellitus (T2DM) for use in economic models. METHODS A systematic literature review was conducted. Electronic databases and conference abstracts were screened against inclusion criteria, which included studies performed in patients who had T2DM before experiencing an MI or stroke. Primary cost studies and economic models were included. Costs were converted to 2012 pounds sterling. RESULTS Fifty-four studies were identified: 13 primary cost studies and 41 economic evaluations using secondary sources for complication costs. Primary studies provided costs from 10 countries. Estimates for a fatal event ranged from £2482-£5222 for MI and from £4900-£6694 for stroke. Costs for the year a non-fatal event occurred ranged from £5071-£29,249 for MI and from £5171-£38,732 for stroke. Annual follow-up costs ranged from £945-£1616 for an MI and from £4704-£12,926 for a stroke. Economic evaluations from 12 countries were identified, and costs of complications showed similar variability to the primary studies. DISCUSSION The costs identified within primary studies varied between and within countries. Many studies used costs estimated in studies not specific to patients with T2DM. Data gaps included a detailed breakdown of resource use, which affected the ability to compare data across countries. CONCLUSIONS In the development of economic models for patients with T2DM, the use of accurate estimates of costs associated with MI and stroke is important. When country-specific costs are not available, clear justification for the choice of estimates should be provided.
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A UK analysis of the cost-effectiveness of Humalog Mix75/25 and Mix50/50 versus long-acting basal insulin. Adv Ther 2012. [PMID: 23179373 DOI: 10.1007/s12325-012-0065-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
INTRODUCTION As healthcare spending on diabetes and its complications continues to rise, the optimization of prescribed insulin regimens is becoming increasingly important from both clinical and economic perspectives. The aim of the present study was to evaluate the cost-effectiveness of 75/25 biphasic insulin lispro and 50/50 biphasic insulin lispro (Humalog® Mix75/25 and Humalog® Mix50/50, respectively; Eli Lilly and Company, Indianapolis, IN, USA) compared with a long-acting analog insulin regimen in patients with type 2 diabetes. METHODS A published and validated computer simulation model of diabetes was used to evaluate the cost-effectiveness of 75/25 and 50/50 biphasic insulin lispro versus a long-acting analog insulin (insulin glargine) from the perspective of a healthcare payer in the UK. Treatment effects in terms of glycated hemoglobin (HbA1c) benefits were taken from a recent meta-analysis. Direct medical costs including pharmacy, complication, and patient management costs were obtained from published sources. All costs were expressed in 2008 British pounds sterling (GBP), and future costs and clinical benefits were discounted at 3.5% per annum. Sensitivity analyses were performed. RESULTS 75/25 and 50/50 biphasic insulin lispro were associated with improvements in life expectancy of 0.09 and 0.13 years, respectively, improvements in quality-adjusted life expectancy of 0.09 quality-adjusted life years (QALYs) and 0.12 QALYs, respectively, and reductions in cost of GBP 1,217 and GBP 430, respectively, when compared with long-acting analog insulin. CONCLUSION Based on a recently published meta-analysis, biphasic analog insulins are likely to improve clinical outcomes and reduce costs versus long-acting analog insulins in the longterm treatment of patients with type 2 diabetes in the UK.
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Liebl A, Prusty V, Valensi P, Kawamori R, Christiansen JS, Palmer AJ, Balschmidt P, Ligthelm R, Mohan V. Ten years of experience with biphasic insulin aspart 30: from drug development to the latest clinical findings. Drugs 2012; 72:1495-520. [PMID: 22818015 PMCID: PMC3590411 DOI: 10.2165/11635490-000000000-00000] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Biphasic insulin aspart 30 (BIAsp 30) includes 30% soluble rapid-acting insulin aspart (IAsp) along with an intermediate-acting 70% protaminated IAsp that provides coverage of prandial and basal insulin in a single injection. As BIAsp 30 has been available internationally for 10 years, this review provides a comprehensive overview of the discovery of BIAsp 30, its pharmacokinetic and pharmacodynamic profile, safety and efficacy outcomes from the clinical trial programme, 'real-life' clinical insights provided by observational study data, and cost effectiveness and quality-of-life information. These studies have demonstrated that BIAsp 30 once or twice daily is an appropriate option for insulin initiation. BIAsp 30 also provides a switch option in patients on biphasic human insulin (BHI). Switching from BHI to BIAsp 30 is associated with improved postprandial glucose (PPG) and reduced nocturnal and major hypoglycaemia, although daytime hypoglycaemia is higher with BIAsp 30. Intensification of BIAsp 30 can be achieved by increasing the number of daily doses up to three times daily with meals. Therefore, BIAsp 30 provides an intensification option for individuals who are not achieving control with basal insulin and would prefer the simplicity of a single biphasic insulin instead of progressing to a basal-bolus approach. BIAsp 30 has a simple dose-titration algorithm, which enables patients to effectively self-titrate their insulin dose. Cost-effectiveness analyses have demonstrated that BIAsp 30 is cost effective or dominant compared with BHI 30 or insulin glargine in a number of healthcare settings. In conclusion, BIAsp 30 offers a simple and flexible option for insulin initiation and intensification that provides coverage of both fasting and prandial glucose.
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Asche CV, Bode B, Busk AK, Nair SR. The economic and clinical benefits of adequate insulin initiation and intensification in people with type 2 diabetes mellitus. Diabetes Obes Metab 2012; 14:47-57. [PMID: 21834876 DOI: 10.1111/j.1463-1326.2011.01487.x] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
AIM To study the clinical and economic benefits associated with adequate and early initiation and intensification of insulin in people with type 2 diabetes mellitus (T2DM). METHODS A systematic review was performed using published articles from January 2000 to August 2010 that linked intervention, disease, study design and outcomes. Studies were further classified as initiation and intensification based on predefined criteria. Individual studies in systematic reviews and meta-analysis were searched and included if relevant. RESULTS A total of 2690 articles were screened with 76 (40 initiation and 36 intensification) studies included. Most initiation studies had mean baseline HbA1c values of >8.5%. The endpoint HbA1c values were reduced with insulin treatment in these studies, with endpoint values ranging from 6.6 to 9.8%. Similar results were seen with the intensification studies (endpoint HbA1c: 6.4-9.6%). Addition of insulin to oral antidiabetics (OADs) resulted in better glycaemic control in most studies. Blood glucose levels reduced substantially with OADs + insulin compared with OADs alone. Quality of life outcomes and treatment satisfaction were reported in six studies and not significantly different for insulin vs. OADs. Hypoglycaemic events were manageable with insulin initiation. However, all insulin types were associated with weight gain although the comparison with OADs elicited varying results. CONCLUSIONS Proactive management with early insulin initiation and intensification should be considered in people with T2DM in inadequate glycaemic control. The economic benefits with early initiation and intensification have to be fully explored.
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Affiliation(s)
- C V Asche
- Centre for Health Outcomes Research, Department of Medicine, University of Illinois College of Medicine, Peoria, IL 61656-1649, USA.
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8
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Levin PA, Zhang Q, Mersey JH, Lee FY, Bromberger LA, Bhushan M, Bhushan R. Glycemic Control With Insulin Glargine Plus Insulin Glulisine Versus Premixed Insulin Analogues in Real-World Practices: A Cost-Effectiveness Study With a Randomized Pragmatic Trial Design. Clin Ther 2011; 33:841-50. [DOI: 10.1016/j.clinthera.2011.05.091] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/26/2011] [Indexed: 11/27/2022]
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Abstract
OBJECTIVE To identify and critically appraise cost-effectiveness models developed to evaluate type 2 diabetes (T2D) treatments and to assess which types of treatment effects they capture. RESEARCH DESIGN AND METHODS A systematic search was performed in MEDLINE, EMBASE, Centre for Reviews and Dissemination databases at the University of York, and Health Economic Evaluation Database for the period to September 2008. The websites of Health Technology Assessment (HTA) bodies in different countries were also screened for relevant models. For each of the identified original models, details of the structure, data in- and outputs were extracted and the overall quality of the model in terms of the combination of structure, assumptions and data inputs were appraised using published criteria. RESULTS Seventy-eight articles and 41 HTAs reporting relevant economic evaluations were identified. There were ten models with multiple publications, and a further ten models with one associated publication. The critical review demonstrated that most had the same fundamental structure, used similar micro-simulation techniques and were based on the same key data sources. However, the process for identification of relevant data and their synthesis, and the selection of outcomes lacked transparency. The models differed according to the extent and type of interventions they evaluated and which diabetes complications and treatment-related adverse events were captured. For example, just one model incorporated changes in patient weight, despite the fact that weight gain can be a side-effect of some treatments, and weight loss a potential benefit of others. CONCLUSIONS Whilst many economic models exist in T2D, most share common features such as the model type. Identified shortcomings are lack of transparency in data identification and evidence synthesis as well as the selection of the modelled outcomes. Future models should aim to include all relevant treatment outcomes, whether these relate to effects on underlying diabetes and its complications or to short- or long-term side effects of treatment.
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Affiliation(s)
- Y Yi
- Mapi Values, Bollington, Macclesfield, UK
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Valentine WJ, Pollock RF, Plun-Favreau J, White J. Systematic review of the cost-effectiveness of biphasic insulin aspart 30 in type 2 diabetes. Curr Med Res Opin 2010; 26:1399-412. [PMID: 20387997 DOI: 10.1185/03007991003689381] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
OBJECTIVES To review the cost-effectiveness of biphasic insulin aspart (BIAsp 30) compared to other insulin regimens in the treatment of type 2 diabetes based on published literature. METHODS The electronic databases MEDLINE, EMBASE, the Cochrane Library and EconLit and a selection of congress/meeting databases were systematically searched using combinations of search terms designed to identify publications describing cost-effectiveness analyses of BIAsp 30 in patients with type 2 diabetes. Searches were limited to studies in humans, and published in the English language between January 1999 and July 2009. All records were screened for inclusion in the review. RESULTS Seven published cost-effectiveness analyses and ten abstracts were identified. One was a health technology assessment from the UK, which evaluated cost-effectiveness using the UKPDS Outcomes Model and meta-analysis of published clinical trials and concluded that premixed insulin analogs were unlikely to be cost-effective versus insulin glargine or biphasic human insulin. In all other studies the cost-effectiveness of BIAsp 30 versus other insulin regimens was assessed using the validated CORE Diabetes Model and outcomes from either the INITIATE randomized controlled trial, or the PRESENT or IMPROVE observational studies. However, notable limitations include the fact that all cost-effectiveness analyses to date have been performed using a single model and that a number of these are based on data from observational studies rather than randomized controlled trials. Nevertheless, long-term clinical and economic outcomes were reported for several countries: UK, US, Sweden, Saudi Arabia, Poland, South Africa, South Korea and China. BIAsp 30 was associated with improvements in quality-adjusted life expectancy in all countries. Estimates of direct costs varied according to country and comparator, but incremental cost-effectiveness ratios for the US and UK were USD 46 533 and GBP 6951 per quality-adjusted life year gained for BIAsp 30 versus insulin glargine. CONCLUSIONS Although cost-effectiveness data on BIAsp 30 are scarce the majority of the analyses identified in this review suggest that BIAsp 30 is likely to be cost-effective compared to insulin glargine and biphasic human insulin across a wide range of settings, and under certain circumstances would be a dominant treatment option.
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Cornell S. Managing diabetes-related costs and quality of life issues: Value of insulin analogs and pens for inpatient use. Health Policy 2010; 96:191-9. [PMID: 20226560 DOI: 10.1016/j.healthpol.2010.02.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2009] [Revised: 02/04/2010] [Accepted: 02/09/2010] [Indexed: 01/08/2023]
Abstract
Diabetes mellitus is a serious disease that is growing at an epidemic rate, yet it can be managed and controlled with appropriate individualized therapy. In the hospital, costs can be reduced and health-related quality of life (HRQOL) improved by optimal glycemic and blood pressure control, minimal or no hypoglycemia, minimal glucose fluctuations, fewer or no complications, and a shorter length of stay. Insulin analogs and pens are tools that have been used successfully to manage hyperglycemia in the inpatient and outpatient settings. Limited evidence suggests that these advances in insulin therapy may increase HRQOL and improve cost-effectiveness in hospitalized patients compared with regular and NPH insulin and vial/syringe administration of insulin, although additional data are needed to confirm these findings. Most insulin algorithms used in hospitals rely on analogs for basal and prandial glucose control; however, analogs have not been extensively evaluated in clinical trials in this patient population. More studies are needed to evaluate the impact of insulin pen and analog use on HRQOL and costs in hospitalized patients.
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Affiliation(s)
- Susan Cornell
- Experiential Education, Pharmacy Practice, Midwestern University Chicago College of Pharmacy, 555 W. 31st Street - AH 355, Downers Grove, IL 60515, United States.
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Aagren M, Luo W, Moës E. Healthcare utilization changes in relation to treatment intensification with insulin aspart in patients with type 2 diabetes. Data from a large US managed-care organization. J Med Econ 2010; 13:16-22. [PMID: 19958212 DOI: 10.3111/13696990903485154] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVE Most patients with type 2 diabetes eventually require exogenous insulin therapy to achieve good glycemic control due to the progressive nature of the disease. Insulin aspart is a rapid-acting insulin analog developed for prandial use. This study aimed to illustrate the implications on healthcare costs of adding insulin aspart to basal therapy in a real-world setting. METHODS Patients with type 2 diabetes who intensified previous basal therapy with insulin aspart were identified from a large commercial US healthcare data source between April 2007 and September 2008. Patients were required to have received basal insulin treatment with or without concomitant oral antidiabetic (OAD) therapy for at least 90 days pre- and post-initiation of insulin aspart. Wilcoxon signed-rank test and McNemar's test were used for continuous and categorical variables, respectively, to analyze the difference of self-comparison between pre- and post insulin aspart add-on. RESULTS In total, 1,739 patients with an average age of 56 years were identified, of whom 55% were male. After initiation of insulin aspart, a significant improvement in glycemic control was observed (change in HbA(1c): -0.5%, p=0.0013). Similarly, a reduction of 0.4% in HbA(1c) was observed for the subpopulation of 151 patients, who had both pre-and post-index HbA(1c) data (p=0.0085). Also, significantly fewer patients used OADs after insulin aspart initiation (56 vs. 64%, p< 0.0001). Overall and diabetes-related healthcare costs also significantly decreased by $2,283 and $2,028, respectively (p≤ 0.0001). Diabetes-related inpatient visits appear to be the main contributor to total cost (46%); however, after initiation of insulin aspart the number of inpatient visits decreased by 0.50 visits/patient/year (p< 0.05). This decrease was reflected in a large reduction in cost related to inpatient visits ($3,019/patient). LIMITATIONS A regression to the mean effect may be associated with this pre-post comparison. The ability to make conclusions regarding cause and effect may be limited due to the retrospective design of this study. CONCLUSIONS Patients with type 2 diabetes achieved better glycemic control and needed less OAD treatment after adding insulin aspart to previous basal therapy. Furthermore, patients experienced on average reduced healthcare utilization after initiation of insulin aspart, which resulted in significant cost savings.
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Cucinotta D, Russo GT. Biphasic insulin aspart in the treatment of type 2 diabetes mellitus. Expert Opin Pharmacother 2009; 10:2905-11. [DOI: 10.1517/14656560903391714] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Abstract
AIM To systematically review the literature regarding insulin use in patients with type 2 diabetes mellitus METHODS A Medline and Embase search was performed to identify randomized controlled trials (RCT) published in English between 1 January 2000 and 1 April 2008, involving insulin therapy in adults with type 2 diabetes mellitus. The RCTs must comprise at least glycaemic control (glycosylated haemoglobin (HbA1c), postprandial plasma glucose and /or fasting blood glucose (FBG)) and hypoglycaemic events as outcome measurements. RESULTS The Pubmed search resulted in 943 hits; the Embase search gave 692 hits. A total of 116 RCTs were selected by title or abstract. Eventually 78 trials met the inclusion criteria. The studies were very diverse and of different quality. They comprised all possible insulin regimens with and without combination with oral medication. Continuing metformin and/or sulphonylurea after start of therapy with basal long-acting insulin results in better glycaemic control with less insulin requirements, less weight gain and less hypoglycaemic events. Long-acting insulin analogues in combination with oral medication are associated with similar glycaemic control but fewer hypoglycaemic episodes compared with NPH insulin. Most of the trials demonstrated better glycaemic control with premix insulin therapy than with a long-acting insulin once daily, but premix insulin causes more hypoglycaemic episodes. Analogue premix provides similar HbA1c, but lower postprandial glucose levels compared with human premix, without increase in hypoglycaemic events or weight gain. Drawing conclusions from the limited number of studies concerning basal-bolus regimen seems not possible. Some studies showed that rapid-acting insulin analogues frequently result in a better HbA1c or postprandial glucose without increase of hypoglycaemia than regular human insulin. CONCLUSION A once-daily basal insulin regimen added to oral medication is an ideal starting point. All next steps, from one to two or even more injections per day should be taken very carefully and in thorough deliberation with the patient, who has to comply with such a regimen for many years.
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Affiliation(s)
- Mariëlle J P van Avendonk
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands.
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Misurski D, Lage MJ, Fabunmi R, Boye KS. A comparison of costs among patients with type 2 diabetes mellitus who initiated therapy with exenatide or insulin glargine. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2009; 7:245-254. [PMID: 19905038 DOI: 10.1007/bf03256158] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
BACKGROUND Exenatide (Byetta) and insulin glargine (Lantus) are antidiabetic agents that are typically used after lack of response to an oral antidiabetic agent(s). Although previous research has examined the impact of these medications on glycaemic control, there is little information about the relative costs associated with the medications. OBJECTIVE To compare costs among patients with type 2 diabetes mellitus treated with exenatide or insulin glargine from a US third-party payer perspective. METHODS Data from a large, national administrative claims database were used in this study. The intent-to-treat (ITT) cohort included adults who were diagnosed with type 2 diabetes and initiated therapy with either exenatide (n = 4090) or insulin glargine (n = 1660). In addition, included patients were required to have no diagnoses of type 1 diabetes, to have received at least two prescriptions for an oral antidiabetic agent in the 6 months prior to first use of either exenatide or insulin glargine and to have continuous insurance coverage from 6 months before, to 12 months after, initiation on ITT medication. Annual total medical costs and total diabetes-related medical costs, in $US, year 2007 values, were estimated using stepwise multivariate regressions. Major cost components were also examined using either stepwise multivariate regressions or a two-part model that controlled for the probability of using the service. Smearing estimates were used to transform estimated log costs into costs. The analysis controlled for the potential impact of patient demographics, general health, prior resource use, co-morbidities and complications, and timing of treatment initiation. RESULTS Compared with insulin glargine, initiation of exenatide was associated with significantly lower total direct medical costs ($US19,293 vs $US23,782; p < 0.0001), inpatient costs ($US4121 vs $US7532; p < 0.0001), outpatient costs ($US9501 vs $US12,885; p < 0.0001), emergency department (ED) costs ($US82 vs $US131; p < 0.0001), total diabetes-related medical costs ($US7833 vs $US8536; p < 0.0001), diabetes-related inpatient costs ($US2172 vs $US3538; p < 0.0001) and diabetes-related outpatient costs ($US2739 vs $US3249; p < 0.0001). Initiation of exenatide was associated with significantly higher total overall drug costs ($US6885 vs $US5936; p < 0.0001) and diabetes-related drug costs ($US3160 vs $US2422; p < 0.0001). CONCLUSIONS Compared with the use of insulin glargine, use of exenatide was associated with significantly lower annual total direct medical costs and significantly lower total diabetes-related medical costs, despite higher total drug costs and higher diabetes-related drug costs. In addition, exenatide was associated with significantly lower total inpatient, outpatient, ED, and diabetes-related inpatient and outpatient costs.
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Levin P. The cost-effectiveness of insulin glargine vs. neutral protamine Hagedorn insulin in type 2 diabetes: a focus on health economics. Diabetes Obes Metab 2008; 10 Suppl 2:66-75. [PMID: 18577158 DOI: 10.1111/j.1463-1326.2008.00845.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Diabetes mellitus is a major public health problem, in particular because of long-term complications affecting essential organs, such as the eyes and kidneys, which can lead to a reduction in life expectancy and high healthcare costs. The number of individuals with diabetes mellitus is projected to rise worldwide from 171 million people in 2000 to 366 million people in 2030. With the number of patients with diabetes continually growing, the burden of pressure on worldwide health systems is huge. Accordingly, regulatory and marketing approvals of new medicines are beginning to incorporate economic evaluation techniques to determine their cost-effectiveness. Overall, the studies included in this review show that the initiation of insulin glargine is cost-effective and is expected to lead to substantial improvements in both life years (LYs) and quality-adjusted LYs compared with neutral protamine Hagedorn insulin.
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Affiliation(s)
- P Levin
- Department of Endocrinology, The Diabetes Center at Mercy, Baltimore, MD 21202, USA.
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17
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Bibliography. Current world literature. Diabetes and the endocrine pancreas. Curr Opin Endocrinol Diabetes Obes 2008; 15:193-207. [PMID: 18316957 DOI: 10.1097/med.0b013e3282fba8b4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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18
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Currie CJ, Evans M, Poole CD. Re: Insulin therapy in type 2 diabetes patients failing oral agents: cost-effectiveness of biphasic insulin aspart 70/30 vs. insulin glargine in the US. Diabetes Obes Metab 2008; 10:94-5. [PMID: 18095951 DOI: 10.1111/j.1463-1326.2007.00829.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Appel SJ, Wright MA, Ovalle F. Optimizing insulin regimes. Nurse Pract 2007; 32:18-26; CEU quiz 26-7. [PMID: 17667762 DOI: 10.1097/01.npr.0000282797.81819.94] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Affiliation(s)
- Susan J Appel
- University of Alabama Birmingham, School of Nursing, Birmingham, AL, USA
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Brod M, Cobden D, Lammert M, Bushnell D, Raskin P. Examining correlates of treatment satisfaction for injectable insulin in type 2 diabetes: lessons learned from a clinical trial comparing biphasic and basal analogues. Health Qual Life Outcomes 2007; 5:8. [PMID: 17286868 PMCID: PMC1802740 DOI: 10.1186/1477-7525-5-8] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2006] [Accepted: 02/07/2007] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Successfully managing diabetes is a complex process that includes addressing issues of drug efficacy, safety and treatment satisfaction. Additionally, the combined impact of patient/disease characteristics and treatment outcomes on treatment satisfaction is not well understood. The purpose of this study was to examine the impact of age, weight, gender, co-morbid conditions, diabetes history, treatment burden, efficacy (HbA1c) and side effects (weight gain, hypoglycemic events) on patients' appraisal of treatment satisfaction using linear regression models. METHODS Data from a multi-center, randomized clinical trial comparing the efficacy/safety of biphasic insulin aspart 70/30 (BIAsp 70/30) vs. glargine (Glar) among insulin naïve type 2 patients were analyzed. Subjects were between ages 18-75, with baseline HbA1c > 8% and BMI < or = 40 kg/m2 (N = 233). Treatment satisfaction was assessed by the Insulin Treatment Satisfaction Questionnaire (ITSQ). RESULTS When factors were examined independently, multiple significant relationships (age, co-morbidity, hypoglycemic events, and weight gain) with overall and/or domains of treatment satisfaction were found. However, when all significant relationships were examined together, only neuropathy, treatment efficacy, and number of hypoglycemic events maintained their previous significance. CONCLUSION By examining predictors independently, significant relationships were identified. However, not all findings remained significant when examined in combination with each other. Thus, to more accurately characterize the impact of factors on treatment satisfaction, a more comprehensive approach may be necessary. By improving patient treatment satisfaction, the efficacy of treatments, as well as critical treatment outcomes such as compliance and cost of care should be improved.
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Affiliation(s)
- Meryl Brod
- The BROD GROUP, 219 Julia Ave., Mill Valley, CA 94941, USA
| | - David Cobden
- Novo Nordisk Inc., 100 College Rd. West, Princeton, NJ, 08540, USA
| | - Morten Lammert
- Novo Nordisk A/S, Global Development, Novo Allé, 2880 Bagsværd, Denmark
| | - Donald Bushnell
- Health Research Associates, Inc. 6505 216th St. SW, Suite 105, Mountlake Terrace, WA. 98043, USA
| | - Philip Raskin
- University of Texas, Southwestern Medical School at Dallas, 5323 Harry Hines Blvd., Dallas, TX 25390, USA
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Valentine WJ, Palmer AJ, Erny-Albrecht KM, Ray JA, Cobden D, Foos V, Lurati FM, Roze S. Cost-effectiveness of basal insulin from a US health system perspective: comparative analyses of detemir, glargine, and NPH. Adv Ther 2006; 23:191-207. [PMID: 16751153 DOI: 10.1007/bf02850126] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
The purpose of this study was to compare in clinical and economic terms the long-acting insulin analogue detemir with intermediate-acting Neutral Protamine Hagedorn (NPH) insulin and with long-acting insulin glargine. Investigators used the validated Center for Outcomes Research (CORE) Diabetes Model to project clinical and cost outcomes over a 35-year base case time horizon; outcome data were extracted directly from randomized, controlled trials designed to compare detemir with NPH and with insulin glargine. Modeled patient characteristics were derived from corresponding trials, and simulations incorporated published quality-of-life utilities with cost data obtained from a Medicare perspective. Detemir, when compared with NPH, increased quality-adjusted life expectancy by 0.698 quality-adjusted life-years (QALYs). Lifetime direct medical costs were increased by 10,451 dollars per patient, although indirect costs were reduced by 4688 dollars. On the basis of direct costs, the cost per QALY gained with detemir was 14,974 dollars. In comparison with glargine, detemir increased quality-adjusted life expectancy by 0.063 QALYs, reduced direct medical costs by 2072 dollars per patient, and decreased indirect costs by 3103 dollars (dominant). Reductions in diabetes-related comorbidities were also associated with detemir in both instances, most notably in the complications of retinopathy and nephropathy. Relative reductions in rates of complications were greatest in the comparison of detemir with NPH. Results were most sensitive to variation in hemoglobin A1c (HbA1c) levels. However, variation among any of the key assumptions, including HbA1c, did not alter the relative results. Detemir represents an attractive clinical and economic intervention in the US health care setting compared with both NPH insulin and insulin glargine.
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