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Published in: PharmacoEconomics 9/2010

01-09-2010 | Original Research Article

An Economic Evaluation of Colesevelam when Added to Metformin-, Insulinor Sulfonylurea-Based Therapies in Patients with Uncontrolled Type 2 Diabetes Mellitus

Authors: W. Robert Simons, Michael A. Hagan

Published in: PharmacoEconomics | Issue 9/2010

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Abstract

Background: Several early studies demonstrated that bile acid sequestrants were useful for lowering lipid levels in patients with hypercholesterolaemia and may also be useful for lowering glucose levels in patients with type 2 diabetes mellitus (T2DM) uncontrolled on existing treatment (metformin-, insulin- or sulfonylurea-based therapies).
Objective: This study modelled efficacy and safety data from the three clinical trials to evaluate the cost effectiveness to US Managed Care Organizations of add-on treatment with colesevelam for reducing diabetes-related complications.
Methods: Three randomized controlled trials in patients with T2DM and one in hyperlipidaemia established that colesevelam lowered both glycaemic and lipid parameters in adult patients participating in the studies. The validated ‘diabetic risk equation’ (DRE) and the ‘LIPID cardiovascular risk equation’ (LCRE) were used to translate the observed clinical benefits (surrogate markers related to T2DM [glycosylated haemoglobin {HbA1c} and fasting plasma glucose] and cardiovascular disease [low-density lipoprotein cholesterol {LDL-C}]). Performing an appropriate economic evaluation required the use of both the DRE and the LCRE. These equations parameterize the clinical efficacy measures as continuous, facilitating their application to clinical trial results as well as the replication of other well established epidemiological data. Tobit regressions were applied to a large commercially available managed care administrative claims database (2000–6), Integrated Health Care Services (IHCS), to evaluate the incremental costs associated with each type of diabetic complication. Costs were inflated to 2010 values using the Healthcare Consumer Price Index, while second- and third-year cost savings were discounted at 5% to the current year. Bootstrap sampling with 5000 samples of 100 patients per cohort was conducted, varying the number of events avoided as well as their associated cost.
Results: With established metformin-, insulin- or sulfonylurea-based therapies, the addition of colesevelam significantly reduced HbA1c by approximately 0.5% (p < 0.001) in all three studies. In addition, colesevelam reduced placebo-adjusted LDL-C by 12.8–16.7% (p < 0.001). Using the DRE and LCRE equations, the total savings from reductions in diabetes-related and cardiovascular events were $US3543, $US4074 and $US3855 for colesevelam added to metformin-, insulin- and sulfonylurea-based regimens in patients with normal lipid levels. After subtracting the cost of colesevelam, first-year savings were $US1326, $US1852 and $US1629 in the metformin, insulin and sulfonylurea studies, respectively, for patients with raised lipid levels.
Conclusions: In adult patients with T2DM, the addition of colesevelam to metformin-, insulin- or sulfonylurea-based therapies significantly improves glycaemic control while also reducing LDL-C, and these improvements could translate into substantial cost reductions due to reductions in the rates of diabetes-related and cardiovascular complications.
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Literature
1.
go back to reference UK Prospective Diabetes Study Group. Intensive bloodglucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet 1998; 352 (9131): 837–53CrossRef UK Prospective Diabetes Study Group. Intensive bloodglucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet 1998; 352 (9131): 837–53CrossRef
2.
go back to reference Klein R. Hyperglycemia and microvascular and macrovascular disease in diabetes. Diabetes Care 1995; 18 (2): 258–68PubMedCrossRef Klein R. Hyperglycemia and microvascular and macrovascular disease in diabetes. Diabetes Care 1995; 18 (2): 258–68PubMedCrossRef
3.
go back to reference Pirart J. Diabetes mellitus and its degenerative complications:a prospective study of 4400 patients observed between 1947 and 1973 (part 1). Diabetes Care 1978; 1: 168–88 Pirart J. Diabetes mellitus and its degenerative complications:a prospective study of 4400 patients observed between 1947 and 1973 (part 1). Diabetes Care 1978; 1: 168–88
4.
go back to reference Adler AI, Boyko EJ, Ahroni JH, et al. Risk factors for diabetic peripheral sensory neuropathy: results of the Seattle Prospective Diabetic Foot Study. Diabetes Care 1997; 20 (7): 1162–7PubMedCrossRef Adler AI, Boyko EJ, Ahroni JH, et al. Risk factors for diabetic peripheral sensory neuropathy: results of the Seattle Prospective Diabetic Foot Study. Diabetes Care 1997; 20 (7): 1162–7PubMedCrossRef
5.
go back to reference UK Prospective Diabetes Study Group. Risk factors for coronary artery disease in non-insulin dependent diabetes mellitus (UKPDS 23). BMJ 1998; 316 (7134): 823–8CrossRef UK Prospective Diabetes Study Group. Risk factors for coronary artery disease in non-insulin dependent diabetes mellitus (UKPDS 23). BMJ 1998; 316 (7134): 823–8CrossRef
6.
go back to reference Kuusisto J, Mykkänen L, Pyörälä K, et al. NIDDM and its metabolic control predict coronary heart disease in elderly subjects. Diabetes 1994; 43 (8): 960–7PubMedCrossRef Kuusisto J, Mykkänen L, Pyörälä K, et al. NIDDM and its metabolic control predict coronary heart disease in elderly subjects. Diabetes 1994; 43 (8): 960–7PubMedCrossRef
7.
go back to reference Lehto S, Ronnemaa T, Pyörälä K, et al. Predictors of stroke in middle-aged patients with non-insulin-dependent diabetes.Stroke 1996; 27 (1): 63–8PubMedCrossRef Lehto S, Ronnemaa T, Pyörälä K, et al. Predictors of stroke in middle-aged patients with non-insulin-dependent diabetes.Stroke 1996; 27 (1): 63–8PubMedCrossRef
8.
go back to reference Standl E, Balletshofer B, Dahl B, et al. Predictors of 10-year macrovascular and overall mortality in patients with NIDDM: the Munich General Practitioner Project. Diabetologia 1996; 39 (12): 1540–5PubMedCrossRef Standl E, Balletshofer B, Dahl B, et al. Predictors of 10-year macrovascular and overall mortality in patients with NIDDM: the Munich General Practitioner Project. Diabetologia 1996; 39 (12): 1540–5PubMedCrossRef
9.
go back to reference Groeneveld Y, Petri H, Hermans J, et al. Relationship between blood glucose level and mortality in type 2 diabetes mellitus: a systematic review. Diabet Med 1999; 16 (1): 2–13CrossRef Groeneveld Y, Petri H, Hermans J, et al. Relationship between blood glucose level and mortality in type 2 diabetes mellitus: a systematic review. Diabet Med 1999; 16 (1): 2–13CrossRef
10.
go back to reference Uusitupa MI, Niskanen LK, Siitonen O, et al. Ten-year cardiovascular mortality in relation to risk factors and abnormalities in lipoprotein composition in type 2 (noninsulin-dependent) diabetic and non-diabetic subjects. Diabetologia 1993; 36 (11): 1175–84PubMedCrossRef Uusitupa MI, Niskanen LK, Siitonen O, et al. Ten-year cardiovascular mortality in relation to risk factors and abnormalities in lipoprotein composition in type 2 (noninsulin-dependent) diabetic and non-diabetic subjects. Diabetologia 1993; 36 (11): 1175–84PubMedCrossRef
11.
go back to reference Wei M, Gaskill SP, Haffner SM, et al. Effects of diabetes and level of glycemia on all-cause and cardiovascular mortality: the San Antonio Heart Study. Diabetes Care 1998; 21 (7): 1167–72PubMedCrossRef Wei M, Gaskill SP, Haffner SM, et al. Effects of diabetes and level of glycemia on all-cause and cardiovascular mortality: the San Antonio Heart Study. Diabetes Care 1998; 21 (7): 1167–72PubMedCrossRef
12.
go back to reference Hanefeld M, Fischer S, Julius U, et al. Risk factors for myocardial infarction and death in newly detected NIDDM:the Diabetes Intervention Study, 11-year follow-up. Diabetologia 1996; 39 (12): 1577–83PubMedCrossRef Hanefeld M, Fischer S, Julius U, et al. Risk factors for myocardial infarction and death in newly detected NIDDM:the Diabetes Intervention Study, 11-year follow-up. Diabetologia 1996; 39 (12): 1577–83PubMedCrossRef
13.
go back to reference Knuiman MW, Welborn TA, Whittall DE. An analysis of excess mortality rates for persons with non-insulin-dependent diabetes mellitus in Western Australia using the Cox proportional hazards regression model. Am J Epidemiol 1992; 135 (6): 638–48PubMed Knuiman MW, Welborn TA, Whittall DE. An analysis of excess mortality rates for persons with non-insulin-dependent diabetes mellitus in Western Australia using the Cox proportional hazards regression model. Am J Epidemiol 1992; 135 (6): 638–48PubMed
14.
go back to reference Sasaki A, Uehara M, Horiuchi N, et al. A long-term followup study of diabetic patients in Osaka, Japan: mortality and causes of death. Tohoku J Exp Med 1983; 141 (Suppl.): 639–44PubMedCrossRef Sasaki A, Uehara M, Horiuchi N, et al. A long-term followup study of diabetic patients in Osaka, Japan: mortality and causes of death. Tohoku J Exp Med 1983; 141 (Suppl.): 639–44PubMedCrossRef
15.
go back to reference Stratton IM, Adler AI, Neil HA, et al. Association of glycaemia with macrovascular and microvascular complications of type 2 diabetes (UKPDS 35): prospective observational study. BMJ 2000; 321 (7258): 405–12PubMedCrossRef Stratton IM, Adler AI, Neil HA, et al. Association of glycaemia with macrovascular and microvascular complications of type 2 diabetes (UKPDS 35): prospective observational study. BMJ 2000; 321 (7258): 405–12PubMedCrossRef
16.
go back to reference Diaz A, Bourassa MG, Guertin MC, et al. Long-term prognostic value of resting heart rate in patients with suspected or proven coronary artery disease. Eur Heart J 2005; 26 (10): 967–74PubMedCrossRef Diaz A, Bourassa MG, Guertin MC, et al. Long-term prognostic value of resting heart rate in patients with suspected or proven coronary artery disease. Eur Heart J 2005; 26 (10): 967–74PubMedCrossRef
17.
go back to reference Diggle P, Heagerty P, Liang K-Y, et al. Analysis of longitudinal data. 2nd ed. Oxford: Oxford University Press, 2002: 126–67 Diggle P, Heagerty P, Liang K-Y, et al. Analysis of longitudinal data. 2nd ed. Oxford: Oxford University Press, 2002: 126–67
18.
go back to reference Simons WR, Bolinder B, Kemp R. A five year longitudinal analysis of the health benefits of transitioning toward insulin therapy sooner in newly diagnosed type II diabetics. ISPOR European Conference; 2000 Nov 5–7; Antwerp Simons WR, Bolinder B, Kemp R. A five year longitudinal analysis of the health benefits of transitioning toward insulin therapy sooner in newly diagnosed type II diabetics. ISPOR European Conference; 2000 Nov 5–7; Antwerp
19.
go back to reference Simons WR, Vinod HD, Gerber RA, et al. Does rapid transition to insulin therapy in subjectswith newly diagnosed type 2 diabetes mellitus benefit glycaemic control and diabetesrelated complications? A German population-based study. Exp Clin Endocrinol Diabetes 2006; 114 (9): 1–8 Simons WR, Vinod HD, Gerber RA, et al. Does rapid transition to insulin therapy in subjectswith newly diagnosed type 2 diabetes mellitus benefit glycaemic control and diabetesrelated complications? A German population-based study. Exp Clin Endocrinol Diabetes 2006; 114 (9): 1–8
20.
go back to reference Simons WR, Hagan MA. Replication and validation of the quantification of the relationship between pharmacologic intervention, reductions in HbA1c and reductions in complications: its application in quantifying the benefits of adding colesevelam hydrochloride to metformin in type 2 diabetics [abstract no. PDB16]. Value Health May 2009; 12 (3): A99CrossRef Simons WR, Hagan MA. Replication and validation of the quantification of the relationship between pharmacologic intervention, reductions in HbA1c and reductions in complications: its application in quantifying the benefits of adding colesevelam hydrochloride to metformin in type 2 diabetics [abstract no. PDB16]. Value Health May 2009; 12 (3): A99CrossRef
21.
go back to reference Bays HE, Goldberg RB, Truitt KE, et al. Colesevelam hydrochloride therapy in patients with type 2 diabetes mellitus treated with metformin: glucose and lipid effects. Arch Intern Med 2008; 168 (18): 1975–83PubMedCrossRef Bays HE, Goldberg RB, Truitt KE, et al. Colesevelam hydrochloride therapy in patients with type 2 diabetes mellitus treated with metformin: glucose and lipid effects. Arch Intern Med 2008; 168 (18): 1975–83PubMedCrossRef
22.
go back to reference Goldberg RB, Fonseca VA, Truitt KE, et al. Efficacy and safety of colesevelam in patients with type 2 diabetes mellitus and inadequate glycemic control receiving insulinbased therapy. Arch Intern Med 2008; 168 (14): 1531–40PubMedCrossRef Goldberg RB, Fonseca VA, Truitt KE, et al. Efficacy and safety of colesevelam in patients with type 2 diabetes mellitus and inadequate glycemic control receiving insulinbased therapy. Arch Intern Med 2008; 168 (14): 1531–40PubMedCrossRef
23.
go back to reference Fonseca VA, Rosenstock J, Wang AC, et al. Colesevelam HCl improves glycemic control and reduces LDL cholesterol in patients with inadequately controlled type 2 diabetes on sulfonylurea-based therapy. Diabetes Care 2008; 31 (8): 1479–84PubMedCrossRef Fonseca VA, Rosenstock J, Wang AC, et al. Colesevelam HCl improves glycemic control and reduces LDL cholesterol in patients with inadequately controlled type 2 diabetes on sulfonylurea-based therapy. Diabetes Care 2008; 31 (8): 1479–84PubMedCrossRef
24.
go back to reference Simons WR, Edwards DM. The relationship between high density lipoprotein cholesterol (HDL-C), nicotinic acid and all-cause mortality [abstract no. PCV100]. Value Health 2009; 12 (7): A331CrossRef Simons WR, Edwards DM. The relationship between high density lipoprotein cholesterol (HDL-C), nicotinic acid and all-cause mortality [abstract no. PCV100]. Value Health 2009; 12 (7): A331CrossRef
25.
go back to reference Simons WR, Edwards DM. The quantification of the relationship between high density lipoprotein cholesterol (HDL-C) and all-cause mortality [abstract no. PCV47]. Value Health 2009; 12 (7): A320–1CrossRef Simons WR, Edwards DM. The quantification of the relationship between high density lipoprotein cholesterol (HDL-C) and all-cause mortality [abstract no. PCV47]. Value Health 2009; 12 (7): A320–1CrossRef
26.
go back to reference Prospective Studies Collaboration. Blood cholesterol and vascular mortality by age, sex, and blood pressure: a metaanalysis of individual data from 61 prospective studies with 55 000 vascular deaths. Lancet 2007; 370 (9602): 1829–39CrossRef Prospective Studies Collaboration. Blood cholesterol and vascular mortality by age, sex, and blood pressure: a metaanalysis of individual data from 61 prospective studies with 55 000 vascular deaths. Lancet 2007; 370 (9602): 1829–39CrossRef
27.
go back to reference Insull Jr W, Toth P, Mullican W, et al. Effectiveness of colesevelam hydrochloride in decreasing LDL cholesterol in patients with primary hypercholesterolemia: a 24-week randomized controlled trial. Mayo Clin Proc 2001; 76 (10): 971–82PubMedCrossRef Insull Jr W, Toth P, Mullican W, et al. Effectiveness of colesevelam hydrochloride in decreasing LDL cholesterol in patients with primary hypercholesterolemia: a 24-week randomized controlled trial. Mayo Clin Proc 2001; 76 (10): 971–82PubMedCrossRef
28.
go back to reference Brown BG, Stukovsky KH, Zhao XQ. Simultaneous lowdensity lipoprotein-C lowering and high-density lipoprotein-C elevation for optimum cardiovascular disease prevention with various drug classes, and their combinations: a meta-analysis of 23 randomized lipid trials. Curr Opin Lipidol 2006; 17 (6): 631–6PubMedCrossRef Brown BG, Stukovsky KH, Zhao XQ. Simultaneous lowdensity lipoprotein-C lowering and high-density lipoprotein-C elevation for optimum cardiovascular disease prevention with various drug classes, and their combinations: a meta-analysis of 23 randomized lipid trials. Curr Opin Lipidol 2006; 17 (6): 631–6PubMedCrossRef
29.
go back to reference Simons WR, Jones D, Buzdar A. Cost-effectiveness of anastrozole versus tamoxifen as first-line therapy for postmenopausal women with advanced breast cancer. Clin Ther 2003; 25 (11): 2972–87PubMedCrossRef Simons WR, Jones D, Buzdar A. Cost-effectiveness of anastrozole versus tamoxifen as first-line therapy for postmenopausal women with advanced breast cancer. Clin Ther 2003; 25 (11): 2972–87PubMedCrossRef
31.
go back to reference Colquhoun D, Keech A, Hunt D, et al. Effects of pravastatin on coronary events in 2073 patients with low levels of both low-density lipoprotein cholesterol and high-density lipoprotein cholesterol: results from the LIPID study. Eur Heart J 2004; 25 (9): 771–7PubMedCrossRef Colquhoun D, Keech A, Hunt D, et al. Effects of pravastatin on coronary events in 2073 patients with low levels of both low-density lipoprotein cholesterol and high-density lipoprotein cholesterol: results from the LIPID study. Eur Heart J 2004; 25 (9): 771–7PubMedCrossRef
32.
go back to reference Zieve FJ, Kalin MF, Schwartz SL, et al. Results of the glucoselowering effect of WelChol study (GLOWS): a randomized, double-blind, placebo-controlled pilot study evaluating the effect of colesevelam hydrochloride on glycemic control in subjects with type 2 diabetes. Clin Ther 2007; 29 (1): 74–83PubMedCrossRef Zieve FJ, Kalin MF, Schwartz SL, et al. Results of the glucoselowering effect of WelChol study (GLOWS): a randomized, double-blind, placebo-controlled pilot study evaluating the effect of colesevelam hydrochloride on glycemic control in subjects with type 2 diabetes. Clin Ther 2007; 29 (1): 74–83PubMedCrossRef
33.
go back to reference Roper NA, Bilous RW, Kelly WF, et al. Cause-specific mortality in a population with diabetes: South Tees Diabetes Mortality Study. Diabetes Care 2002; 25 (1): 43–8PubMedCrossRef Roper NA, Bilous RW, Kelly WF, et al. Cause-specific mortality in a population with diabetes: South Tees Diabetes Mortality Study. Diabetes Care 2002; 25 (1): 43–8PubMedCrossRef
Metadata
Title
An Economic Evaluation of Colesevelam when Added to Metformin-, Insulinor Sulfonylurea-Based Therapies in Patients with Uncontrolled Type 2 Diabetes Mellitus
Authors
W. Robert Simons
Michael A. Hagan
Publication date
01-09-2010
Publisher
Springer International Publishing
Published in
PharmacoEconomics / Issue 9/2010
Print ISSN: 1170-7690
Electronic ISSN: 1179-2027
DOI
https://doi.org/10.2165/11539600-000000000-00000

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