Skip to main content
Top
Published in: Diabetes Therapy 1/2018

Open Access 01-02-2018 | Original Research

Achieving Good Glycemic Control Early After Onset of Diabetes: A Cost-Effectiveness Analysis in Patients with Type 1 Diabetes in Sweden

Authors: Johan Jendle, Åsa Ericsson, Barnaby Hunt, William J. Valentine, Richard F. Pollock

Published in: Diabetes Therapy | Issue 1/2018

Login to get access

Abstract

Introduction

Sweden has amongst the highest incidence rates of type 1 diabetes (T1D) in Europe. The high incidence and chronic nature of T1D result in high prevalence and economic burden. Improving glycemic control reduces the incidence of microvascular complications, which in turn reduces medical costs. The present study aimed to quantify the reductions in cost and improvements in quality-adjusted life expectancy with varying reductions in HbA1c in the T1D population.

Methods

The IQVIA CORE Diabetes Model was used to simulate a typical Swedish population of patients with T1D experiencing HbA1c reductions from 0.1% to 0.8% (in 0.1% increments) from 7.9% at baseline. Analyses were conducted in simulated cohorts based on data from the Swedish National Diabetes Register (NDR) and in subgroups by sex, smoking status, and body mass index (BMI), with different sets of quality-of-life utilities included. Generalized least squares (GLS) models were used to test for significant differences between subgroups. Analyses were also performed to investigate the effect of the duration of HbA1c control. Analyses were run over 50 years and outcomes discounted at 3% per annum.

Results

In the reference case analysis, reducing HbA1c lowered the incidence of microvascular and macrovascular complications and improved quality-adjusted life expectancy. GLS models identified a significantly larger benefit of reducing HbA1c in women over men, but found no significant differences in the magnitude of quality of life improvements with decreasing HbA1c when segregating by smoking status or BMI.

Conclusions

Reducing HbA1c in a population with T1D would reduce the incidence of microvascular complications, improve life expectancy and quality of life. Larger quality-of-life benefits were observed in younger and female adult patients, but no notable differences were observed in the benefits of glycemic control in smokers versus non-smokers or in patients with low or high BMI.

Funding

Novo Nordisk Scandinavia AB, Malmö, Sweden.
Literature
1.
go back to reference Pundziute-Lyckå A, Dahlquist G, Nyström L, Swedish Childhood Diabetes Study Group, et al. The incidence of type I diabetes has not increased but shifted to a younger age at diagnosis in the 0–34 years group in Sweden 1983–1998. Diabetologia. 2002;45(6):783–91.CrossRefPubMed Pundziute-Lyckå A, Dahlquist G, Nyström L, Swedish Childhood Diabetes Study Group, et al. The incidence of type I diabetes has not increased but shifted to a younger age at diagnosis in the 0–34 years group in Sweden 1983–1998. Diabetologia. 2002;45(6):783–91.CrossRefPubMed
2.
go back to reference Rawshani A, Landin-Olsson M, Svensson AM, et al. The incidence of diabetes among 0–34 year olds in Sweden: new data and better methods. Diabetologia. 2014;57(7):1375–81.CrossRefPubMedPubMedCentral Rawshani A, Landin-Olsson M, Svensson AM, et al. The incidence of diabetes among 0–34 year olds in Sweden: new data and better methods. Diabetologia. 2014;57(7):1375–81.CrossRefPubMedPubMedCentral
3.
go back to reference Patterson CC, Dahlquist GG, Gyürüs E, Green A, Soltész G, EURODIAB Study Group. Incidence trends for childhood type 1 diabetes in Europe during 1989–2003 and predicted new cases 2005–20: a multicentre prospective registration study. Lancet. 2009;373(9680):2027–33.CrossRefPubMed Patterson CC, Dahlquist GG, Gyürüs E, Green A, Soltész G, EURODIAB Study Group. Incidence trends for childhood type 1 diabetes in Europe during 1989–2003 and predicted new cases 2005–20: a multicentre prospective registration study. Lancet. 2009;373(9680):2027–33.CrossRefPubMed
4.
go back to reference The Diabetes Control and Complications Trial Research Group. The relationship of glycemic exposure (HbA1c) to the risk of development and progression of retinopathy in the diabetes control and complications trial. Diabetes. 1995;44(8):968–83.CrossRef The Diabetes Control and Complications Trial Research Group. The relationship of glycemic exposure (HbA1c) to the risk of development and progression of retinopathy in the diabetes control and complications trial. Diabetes. 1995;44(8):968–83.CrossRef
5.
go back to reference Nathan DM, Zinman B, Cleary PA, Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications (DCCT/EDIC) Research Group, et al. Modern-day clinical course of type 1 diabetes mellitus after 30 years’ duration: the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications and Pittsburgh Epidemiology of Diabetes Complications Experience (1983–2005). Arch Intern Med. 2009;169:1307–16.CrossRefPubMedPubMedCentral Nathan DM, Zinman B, Cleary PA, Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications (DCCT/EDIC) Research Group, et al. Modern-day clinical course of type 1 diabetes mellitus after 30 years’ duration: the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications and Pittsburgh Epidemiology of Diabetes Complications Experience (1983–2005). Arch Intern Med. 2009;169:1307–16.CrossRefPubMedPubMedCentral
6.
go back to reference Aiello LP, Sun W, Das A, DCCT/EDIC Research Group, et al. Intensive diabetes therapy and ocular surgery in type 1 diabetes. N Engl J Med. 2015;372(18):1722–33.CrossRefPubMed Aiello LP, Sun W, Das A, DCCT/EDIC Research Group, et al. Intensive diabetes therapy and ocular surgery in type 1 diabetes. N Engl J Med. 2015;372(18):1722–33.CrossRefPubMed
7.
go back to reference de Boer IH, Sun W, Cleary PA, DCCT/EDIC Research Group, et al. Intensive diabetes therapy and glomerular filtration rate in type 1 diabetes. N Engl J Med. 2011;365:2366–76.CrossRefPubMed de Boer IH, Sun W, Cleary PA, DCCT/EDIC Research Group, et al. Intensive diabetes therapy and glomerular filtration rate in type 1 diabetes. N Engl J Med. 2011;365:2366–76.CrossRefPubMed
8.
go back to reference Wessells H, Penson DF, Cleary P, DCCT/EDIC Research Group, et al. Effect of intensive glycemic therapy on erectile function in men with type 1 diabetes. J Urol. 2011;185:1828–36.CrossRefPubMedPubMedCentral Wessells H, Penson DF, Cleary P, DCCT/EDIC Research Group, et al. Effect of intensive glycemic therapy on erectile function in men with type 1 diabetes. J Urol. 2011;185:1828–36.CrossRefPubMedPubMedCentral
9.
go back to reference Nathan DM, Lachin J, Cleary P, Diabetes Control and Complications Trial, Epidemiology of Diabetes Interventions and Complications Research Group, et al. Intensive diabetes therapy and carotid intima-media thickness in type 1 diabetes mellitus. N Engl J Med. 2003;348:2294–303.CrossRefPubMed Nathan DM, Lachin J, Cleary P, Diabetes Control and Complications Trial, Epidemiology of Diabetes Interventions and Complications Research Group, et al. Intensive diabetes therapy and carotid intima-media thickness in type 1 diabetes mellitus. N Engl J Med. 2003;348:2294–303.CrossRefPubMed
10.
go back to reference Cleary PA, Orchard TJ, Genuth S, DCCT/EDIC Research Group, et al. The effect of intensive glycemic treatment on coronary artery calcification in type 1 diabetic participants of the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications (DCCT/EDIC) Study. Diabetes. 2006;55:3556–65.CrossRefPubMedPubMedCentral Cleary PA, Orchard TJ, Genuth S, DCCT/EDIC Research Group, et al. The effect of intensive glycemic treatment on coronary artery calcification in type 1 diabetic participants of the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications (DCCT/EDIC) Study. Diabetes. 2006;55:3556–65.CrossRefPubMedPubMedCentral
11.
go back to reference Eryd AS, Svensson AM, Franzén S, Eliasson B, Nilsson PM, Gudbjörnsdottir S. Risk of future microvascular and macrovascular disease in people with type 1 diabetes of very long duration: a national study with 10-year follow-up. Diabet Med. 2016. https://doi.org/10.1111/dme.13266. Eryd AS, Svensson AM, Franzén S, Eliasson B, Nilsson PM, Gudbjörnsdottir S. Risk of future microvascular and macrovascular disease in people with type 1 diabetes of very long duration: a national study with 10-year follow-up. Diabet Med. 2016. https://​doi.​org/​10.​1111/​dme.​13266.
12.
go back to reference Palmer AJ, Roze S, Valentine WJ, et al. The CORE Diabetes Model: projecting long-term clinical outcomes, costs and cost-effectiveness of interventions in diabetes mellitus (types 1 and 2) to support clinical and reimbursement decision-making. Curr Med Res Opin. 2004;20(Suppl 1):S5–26.CrossRefPubMed Palmer AJ, Roze S, Valentine WJ, et al. The CORE Diabetes Model: projecting long-term clinical outcomes, costs and cost-effectiveness of interventions in diabetes mellitus (types 1 and 2) to support clinical and reimbursement decision-making. Curr Med Res Opin. 2004;20(Suppl 1):S5–26.CrossRefPubMed
13.
go back to reference Cederholm J, Eeg-Olofsson K, Eliasson B, Zethelius B, Gudbjörnsdottir S. A new model for 5-year risk of cardiovascular disease in type 1 diabetes; from the Swedish National Diabetes Register (NDR). Diabet Med. 2011;28(10):1213–20.CrossRefPubMed Cederholm J, Eeg-Olofsson K, Eliasson B, Zethelius B, Gudbjörnsdottir S. A new model for 5-year risk of cardiovascular disease in type 1 diabetes; from the Swedish National Diabetes Register (NDR). Diabet Med. 2011;28(10):1213–20.CrossRefPubMed
14.
go back to reference Lind M, Bounias I, Olsson M, Gudbjörnsdottir S, Svensson AM, Rosengren A. Glycaemic control and incidence of heart failure in 20,985 patients with type 1 diabetes: an observational study. Lancet. 2011;378(9786):140–6.CrossRefPubMed Lind M, Bounias I, Olsson M, Gudbjörnsdottir S, Svensson AM, Rosengren A. Glycaemic control and incidence of heart failure in 20,985 patients with type 1 diabetes: an observational study. Lancet. 2011;378(9786):140–6.CrossRefPubMed
15.
go back to reference Heintz E, Wiréhn AB, Peebo BB, Rosenqvist U, Levin LA. Prevalence and healthcare costs of diabetic retinopathy: a population-based register study in Sweden. Diabetologia. 2010;53(10):2147–54.CrossRefPubMed Heintz E, Wiréhn AB, Peebo BB, Rosenqvist U, Levin LA. Prevalence and healthcare costs of diabetic retinopathy: a population-based register study in Sweden. Diabetologia. 2010;53(10):2147–54.CrossRefPubMed
16.
go back to reference Gerdtham UG, Clarke P, Hayes A, Gudbjornsdottir S. Estimating the cost of diabetes mellitus-related events from inpatient admissions in Sweden using administrative hospitalization data. Pharmacoeconomics. 2009;27(1):81–90.CrossRefPubMed Gerdtham UG, Clarke P, Hayes A, Gudbjornsdottir S. Estimating the cost of diabetes mellitus-related events from inpatient admissions in Sweden using administrative hospitalization data. Pharmacoeconomics. 2009;27(1):81–90.CrossRefPubMed
17.
go back to reference Ghatnekar O, Carlsson K. Kostnader för insjuknande i stroke år 2009—En incidensbaserad studie. Lund: Institutet för hälsooch sjukvårdsekonomi; 2012. Ghatnekar O, Carlsson K. Kostnader för insjuknande i stroke år 2009—En incidensbaserad studie. Lund: Institutet för hälsooch sjukvårdsekonomi; 2012.
18.
go back to reference Ghatnekar O, Persson U, Willis M, Ödegaard K. Cost effectiveness of becaplermin in the treatment of diabetic foot ulcers in four European countries. Pharmacoeconomics. 2001;19(7):767–78.CrossRefPubMed Ghatnekar O, Persson U, Willis M, Ödegaard K. Cost effectiveness of becaplermin in the treatment of diabetic foot ulcers in four European countries. Pharmacoeconomics. 2001;19(7):767–78.CrossRefPubMed
21.
go back to reference Palmer JL, Goodall G, Nielsen S, et al. Cost-effectiveness of insulin aspart versus human soluble insulin in type 2 diabetes in four European countries: subgroup analyses from the PREDICTIVE study. Curr Med Res Opin. 2008;24(5):1417–28.CrossRefPubMed Palmer JL, Goodall G, Nielsen S, et al. Cost-effectiveness of insulin aspart versus human soluble insulin in type 2 diabetes in four European countries: subgroup analyses from the PREDICTIVE study. Curr Med Res Opin. 2008;24(5):1417–28.CrossRefPubMed
22.
go back to reference Geelhoed-Duijvestijn PH, Pedersen-Bjergaard U, Weitgasser R, Lahtela J, Jensen MM, Östenson CG. Effects of patient-reported non-severe hypoglycemia on healthcare resource use, work-time loss, and wellbeing in insulin-treated patients with diabetes in seven European countries. J Med Econ. 2013;16(12):1453–61.CrossRefPubMed Geelhoed-Duijvestijn PH, Pedersen-Bjergaard U, Weitgasser R, Lahtela J, Jensen MM, Östenson CG. Effects of patient-reported non-severe hypoglycemia on healthcare resource use, work-time loss, and wellbeing in insulin-treated patients with diabetes in seven European countries. J Med Econ. 2013;16(12):1453–61.CrossRefPubMed
23.
go back to reference Jönsson L, Bolinder B, Lundkvist J. Cost of hypoglycemia in patients with type 2 diabetes in Sweden. Value Health. 2006;9(3):193–8.CrossRefPubMed Jönsson L, Bolinder B, Lundkvist J. Cost of hypoglycemia in patients with type 2 diabetes in Sweden. Value Health. 2006;9(3):193–8.CrossRefPubMed
26.
go back to reference Persson U, Willis M, Odegaard K. A case study of ex ante, value-based price and reimbursement decision-making: TLV and rimonabant in Sweden. Eur J Health Econ. 2010;11(2):195–203.CrossRefPubMed Persson U, Willis M, Odegaard K. A case study of ex ante, value-based price and reimbursement decision-making: TLV and rimonabant in Sweden. Eur J Health Econ. 2010;11(2):195–203.CrossRefPubMed
27.
go back to reference Goodall G, Jendle JH, Valentine WJ, et al. Biphasic insulin aspart 70/30 vs insulin glargine in insulin naive type 2 diabetes patients: modelling the long-term health economic implications in a Swedish setting. Int J Clin Pract. 2008;62(6):869–76.CrossRefPubMed Goodall G, Jendle JH, Valentine WJ, et al. Biphasic insulin aspart 70/30 vs insulin glargine in insulin naive type 2 diabetes patients: modelling the long-term health economic implications in a Swedish setting. Int J Clin Pract. 2008;62(6):869–76.CrossRefPubMed
28.
go back to reference Prompers L, Huijberts M, Schaper N, et al. Resource utilisation and costs associated with the treatment of diabetic foot ulcers—prospective data from the Eurodiale Study. Diabetologia. 2008;51(10):1826–34.CrossRefPubMed Prompers L, Huijberts M, Schaper N, et al. Resource utilisation and costs associated with the treatment of diabetic foot ulcers—prospective data from the Eurodiale Study. Diabetologia. 2008;51(10):1826–34.CrossRefPubMed
30.
go back to reference Mullins P, Sharplin P, Yki-Jarvinen H, Riddle MC, Haring HU. Negative binomial meta-regression analysis of combined glycosylated hemoglobin and hypoglycemia outcomes across eleven phase III and IV studies of insulin glargine compared with neutral protamine Hagedorn insulin in type 1 and type 2 diabetes mellitus. Clin Ther. 2007;29(8):1607–19.CrossRefPubMed Mullins P, Sharplin P, Yki-Jarvinen H, Riddle MC, Haring HU. Negative binomial meta-regression analysis of combined glycosylated hemoglobin and hypoglycemia outcomes across eleven phase III and IV studies of insulin glargine compared with neutral protamine Hagedorn insulin in type 1 and type 2 diabetes mellitus. Clin Ther. 2007;29(8):1607–19.CrossRefPubMed
31.
go back to reference Kiadaliri AA, Gerdtham UG, Eliasson B, Carlsson KS. Cost-utility analysis of glucagon-like peptide-1 agonists compared with dipeptidyl peptidase-4 inhibitors or neutral protamine Hagedorn basal insulin as add-on to metformin in type 2 diabetes in Sweden. Diabetes Ther. 2014;5(2):591–607.CrossRefPubMedPubMedCentral Kiadaliri AA, Gerdtham UG, Eliasson B, Carlsson KS. Cost-utility analysis of glucagon-like peptide-1 agonists compared with dipeptidyl peptidase-4 inhibitors or neutral protamine Hagedorn basal insulin as add-on to metformin in type 2 diabetes in Sweden. Diabetes Ther. 2014;5(2):591–607.CrossRefPubMedPubMedCentral
32.
go back to reference Nathan DM, Cleary PA, Backlund JY, Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications (DCCT/EDIC) Study Research Group, et al. Intensive diabetes treatment and cardiovascular disease in patients with type 1 diabetes. N Engl J Med. 2005;353(25):2643–53.CrossRefPubMed Nathan DM, Cleary PA, Backlund JY, Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications (DCCT/EDIC) Study Research Group, et al. Intensive diabetes treatment and cardiovascular disease in patients with type 1 diabetes. N Engl J Med. 2005;353(25):2643–53.CrossRefPubMed
33.
go back to reference Diabetes Control Complications Trial (DCCT)/Epidemiology of Diabetes Interventions and Complications (EDIC) Study Research Group. Mortality in type 1 diabetes in the DCCT/EDIC versus the general population. Diabetes Care. 2016;39(8):1378–83. Diabetes Control Complications Trial (DCCT)/Epidemiology of Diabetes Interventions and Complications (EDIC) Study Research Group. Mortality in type 1 diabetes in the DCCT/EDIC versus the general population. Diabetes Care. 2016;39(8):1378–83.
34.
go back to reference Huxley RR, Peters SA, Mishra GD, Woodward M. Risk of all-cause mortality and vascular events in women versus men with type 1 diabetes: a systematic review and meta-analysis. Lancet Diabetes Endocrinol. 2015;3(3):198–206.CrossRefPubMed Huxley RR, Peters SA, Mishra GD, Woodward M. Risk of all-cause mortality and vascular events in women versus men with type 1 diabetes: a systematic review and meta-analysis. Lancet Diabetes Endocrinol. 2015;3(3):198–206.CrossRefPubMed
35.
go back to reference Huxley R, Barzi F, Woodward M. Excess risk of fatal coronary heart disease associated with diabetes in men and women: meta-analysis of 37 prospective cohort studies. BMJ. 2006;332:73–8.CrossRefPubMedPubMedCentral Huxley R, Barzi F, Woodward M. Excess risk of fatal coronary heart disease associated with diabetes in men and women: meta-analysis of 37 prospective cohort studies. BMJ. 2006;332:73–8.CrossRefPubMedPubMedCentral
36.
go back to reference Woodward M, Huxley RR. Increased risk of coronary heart disease in female smokers—authors reply. Lancet. 2012;379:803.CrossRef Woodward M, Huxley RR. Increased risk of coronary heart disease in female smokers—authors reply. Lancet. 2012;379:803.CrossRef
37.
go back to reference McEwan P, Foos V, Palmer JL, Lamotte M, Lloyd A, Grant D. Validation of the IMS CORE diabetes model. Value Health. 2014;17(6):714–24.CrossRefPubMed McEwan P, Foos V, Palmer JL, Lamotte M, Lloyd A, Grant D. Validation of the IMS CORE diabetes model. Value Health. 2014;17(6):714–24.CrossRefPubMed
38.
go back to reference American Diabetes Association. 6. Glycemic Targets. Diabetes Care. 2017;40(Suppl 1):S48–56.CrossRef American Diabetes Association. 6. Glycemic Targets. Diabetes Care. 2017;40(Suppl 1):S48–56.CrossRef
40.
go back to reference Pieber TR, Draeger E, Kristensen A, Grill V. Comparison of three multiple injection regimens for type 1 diabetes: morning plus dinner or bedtime administration of insulin detemir vs. morning plus bedtime NPH insulin. Diabet Med. 2005;22(7):850–7.CrossRefPubMed Pieber TR, Draeger E, Kristensen A, Grill V. Comparison of three multiple injection regimens for type 1 diabetes: morning plus dinner or bedtime administration of insulin detemir vs. morning plus bedtime NPH insulin. Diabet Med. 2005;22(7):850–7.CrossRefPubMed
41.
go back to reference Dornhorst A, Lüddeke HJ, Honka M, Ackermann RW, Meriläinen M, Gallwitz B, Sreenan S, PREDICTIVE Study Group. Safety and efficacy of insulin detemir basal-bolus therapy in type 1 diabetes patients: 14-week data from the European cohort of the PREDICTIVE study. Curr Med Res Opin. 2008;24(2):369–76.CrossRefPubMed Dornhorst A, Lüddeke HJ, Honka M, Ackermann RW, Meriläinen M, Gallwitz B, Sreenan S, PREDICTIVE Study Group. Safety and efficacy of insulin detemir basal-bolus therapy in type 1 diabetes patients: 14-week data from the European cohort of the PREDICTIVE study. Curr Med Res Opin. 2008;24(2):369–76.CrossRefPubMed
Metadata
Title
Achieving Good Glycemic Control Early After Onset of Diabetes: A Cost-Effectiveness Analysis in Patients with Type 1 Diabetes in Sweden
Authors
Johan Jendle
Åsa Ericsson
Barnaby Hunt
William J. Valentine
Richard F. Pollock
Publication date
01-02-2018
Publisher
Springer Healthcare
Published in
Diabetes Therapy / Issue 1/2018
Print ISSN: 1869-6953
Electronic ISSN: 1869-6961
DOI
https://doi.org/10.1007/s13300-017-0344-6

Other articles of this Issue 1/2018

Diabetes Therapy 1/2018 Go to the issue