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Mody R, Valentine WJ, Hoog M, Sharland H, Belger M. Tirzepatide 10 and 15 mg vs semaglutide 2.0 mg: A long-term cost-effectiveness analysis in patients with type 2 diabetes in the United States. J Manag Care Spec Pharm 2024; 30:153-162. [PMID: 38308628 PMCID: PMC10839462 DOI: 10.18553/jmcp.2024.30.2.153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2024]
Abstract
BACKGROUND Tirzepatide is a novel glucose-dependent insulinotropic polypeptide and glucagon-like peptide-1 receptor agonist approved for type 2 diabetes (T2D) treatment. OBJECTIVE To compare the long-term cost-effectiveness of tirzepatide 10 mg and 15 mg vs semaglutide 2.0 mg, an injectable glucagon-like peptide-1 receptor agonist, in patients with T2D from a US health care payer perspective. METHODS The PRIME T2D Model was used to project clinical and cost outcomes over a 50-year time horizon. Baseline cohort characteristics and treatment effects were sourced from a published adjusted indirect treatment comparison that used data from the SURPASS-2 and SUSTAIN FORTE trials. Patients were assumed to intensify to insulin therapy at a hemoglobin A1c of greater than 7.5%. Costs and health state utilities were derived from published sources. Future costs and clinical benefits were discounted at 3% annually. RESULTS Tirzepatide 10 mg and 15 mg were associated with improved quality-adjusted life-expectancy (10 mg: 0.085 quality-adjusted life-years [QALYs], 15 mg: 0.121 QALYs), higher direct costs (10 mg: USD 5,990, 15 mg: USD 6,617), and incremental cost-effectiveness ratios of USD 70,147 and 54,699 per QALY gained, respectively, vs semaglutide 2.0 mg. Both doses of tirzepatide remained cost-effective vs semaglutide 2.0 mg over a range of sensitivity analyses. CONCLUSIONS Long-term projections using the PRIME T2D model and based on treatment effects from an adjusted indirect treatment comparison indicate that tirzepatide 10 mg and 15 mg are likely to be cost-effective vs semaglutide 2.0 mg for the treatment of T2D in the United States.
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Affiliation(s)
| | | | | | - Helen Sharland
- Ossian Health Economics and Communications GmbH, Basel, Switzerland
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Valentine WJ, Shimizu T, Shindou H. Lysophospholipid acyltransferases orchestrate the compositional diversity of phospholipids. Biochimie 2023; 215:24-33. [PMID: 37611890 DOI: 10.1016/j.biochi.2023.08.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 08/14/2023] [Accepted: 08/19/2023] [Indexed: 08/25/2023]
Abstract
Lysophospholipid acyltransferases (LPLATs), in concert with glycerol-3-phosphate acyltransferases (GPATs) and phospholipase A1/2s, orchestrate the compositional diversity of the fatty chains in membrane phospholipids. Fourteen LPLAT enzymes which come from two distinct families, AGPAT and MBOAT, have been identified, and in this mini-review we provide an overview of their roles in de novo and remodeling pathways of membrane phospholipid biosynthesis. Recently new nomenclature for LPLATs has been introduced (LPLATx, where x is a number 1-14), and we also give an overview of key biological functions that have been discovered for LPLAT1-14, revealed primarily through studies of LPLAT-gene-deficient mice as well as by linkages to various human diseases.
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Affiliation(s)
- William J Valentine
- Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry (NCNP), Kodaira, Tokyo, 187-8502, Japan.
| | - Takao Shimizu
- Department of Lipid Signaling, National Center for Global Health and Medicine (NCGM), Shinjuku-ku, Tokyo, 162-8655, Japan; Institute of Microbial Chemistry, Shinagawa-ku, Tokyo, 141-0021, Japan
| | - Hideo Shindou
- Department of Lipid Life Science, National Center for Global Health and Medicine (NCGM), Shinjuku-ku, Tokyo, 162-8655, Japan; Department of Lipid Medical Science, Graduate School of Medicine, The University of Tokyo, Bunkyo-ku, Tokyo, 113-0033, Japan.
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Valentine WJ, Hoog M, Mody R, Belger M, Pollock R. Long-term cost-effectiveness analysis of tirzepatide versus semaglutide 1.0 mg for the management of type 2 diabetes in the United States. Diabetes Obes Metab 2023; 25:1292-1300. [PMID: 36655340 DOI: 10.1111/dom.14979] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 01/10/2023] [Accepted: 01/16/2023] [Indexed: 01/20/2023]
Abstract
AIM To evaluate the long-term cost-effectiveness of tirzepatide (5, 10 and 15 mg doses), a novel glucose-dependent insulinotropic polypeptide (GIP) and glucagon-like peptide-1 (GLP-1) receptor agonist, versus semaglutide 1.0 mg, an injectable glucagon-like peptide-1 receptor agonist, based on the results of the head-to-head SURPASS-2 trial, from a US healthcare payer perspective. MATERIALS AND METHODS The PRIME Type 2 Diabetes Model was used to make projections of clinical and cost outcomes over a 50-year time horizon. Baseline cohort characteristics, treatment effects and adverse event rates were derived from the 40-week SURPASS-2 trial. Intensification to insulin therapy occurred when HbA1c reached 7.5%, in line with American Diabetes Association recommendations. Direct costs in 2021 US dollars (US$) and health state utilities were derived from published sources. Future costs and clinical benefits were discounted at 3% annually. RESULTS All three doses of tirzepatide were associated with lower diabetes-related complication rates, improved life expectancy, improved quality-adjusted life expectancy and higher direct costs versus semaglutide. This resulted in incremental cost-effectiveness ratios of US$ 75 803, 58 908 and 48 785 per quality-adjusted life year gained for tirzepatide 5, 10 and 15 mg, respectively, versus semaglutide. Tirzepatide remained cost-effective versus semaglutide over a range of sensitivity analyses. CONCLUSIONS Long-term projections based on the SURPASS-2 trial results indicate that 5, 10 and 15 mg doses of tirzepatide are likely to be cost-effective versus semaglutide 1.0 mg for the treatment of type 2 diabetes in the United States.
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Affiliation(s)
| | | | - Reema Mody
- Eli Lilly and Company, Indianapolis, Indiana, USA
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Argüelles-Arias F, Bermejo F, Borrás-Blasco J, Domènech E, Sicilia B, Huguet JM, de Arellano AR, Valentine WJ, Hunt B. Cost-effectiveness analysis of ferric carboxymaltose versus iron sucrose for the treatment of iron deficiency anemia in patients with inflammatory bowel disease in Spain. Therap Adv Gastroenterol 2022; 15:17562848221086131. [PMID: 35574429 PMCID: PMC9092579 DOI: 10.1177/17562848221086131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 02/21/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Iron deficiency anemia (IDA) is a common complication of inflammatory bowel disease (IBD) and can result in reduced quality of life and increased healthcare costs. IDA is treated with iron supplementation, commonly with intravenous iron formulations, such as ferric carboxymaltose (FCM), and iron sucrose (IS). METHODS This study assessed the cost-effectiveness of FCM compared with IS, in terms of additional cost per additional responder in patients with IDA subsequent to IBD in the Spanish setting. An economic model was developed to assess the additional cost per additional responder, defined as normalization or an increase of ⩾2 g/dl in hemoglobin levels, for FCM versus IS from a Spanish healthcare payer perspective. Efficacy inputs were taken from a randomized controlled trial comparing the two interventions (FERGIcor). Costs of treatment were calculated in 2021 Euros (EUR) using a microcosting approach and included the costs of intravenous iron, healthcare professional time, and consumables. Cost-effectiveness was assessed over one cycle of treatment, with a series of sensitivity analyses performed to test the robustness of the results. RESULTS FCM was more effective than IS, with 84% of patients achieving a response compared with 76%. When expressed as number needed to treat, 13 patients would need to switch treatment from IS to FCM in order to achieve one additional responder. Costs of treatment were EUR 323 with FCM compared with EUR 470 with IS, a cost saving of EUR 147 with FCM. Cost savings with FCM were driven by the reduced number of infusions required, resulting in a reduced requirement for healthcare professional time and use of consumables compared with the IS arm. CONCLUSION The present analysis suggests that FCM is less costly and more effective than IS for the treatment of IDA subsequent to IBD in Spain and therefore was considered dominant.
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Affiliation(s)
- Federico Argüelles-Arias
- Hospital Universitario Virgen Macarena,
Seville, Spain; Facultad de Medicina, Universidad de Sevilla, Seville,
Spain
| | - Fernando Bermejo
- Hospital Universitario de Fuenlabrada,
Instituto de Investigación Sanitaria del Hospital La Paz (IdiPAZ), Madrid,
Spain
| | | | - Eugeni Domènech
- Hospital Universitari Germans Trias i Pujol,
Badalona, Spain; CIBEREHD, Madrid, Spain
| | | | - José M. Huguet
- Hospital General Universitario de Valencia,
Valencia, Spain
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Osumili B, Artime E, Mitchell B, Rubio-de Santos M, Díaz-Cerezo S, Giménez M, Spaepen E, Sharland H, Valentine WJ. Cost of Severe Hypoglycemia and Budget Impact with Nasal Glucagon in Patients with Diabetes in Spain. Diabetes Ther 2022; 13:775-794. [PMID: 35297026 PMCID: PMC8991229 DOI: 10.1007/s13300-022-01238-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 02/23/2022] [Indexed: 11/28/2022] Open
Abstract
INTRODUCTION Severe hypoglycemic events (SHE) represent a clinical and economic burden in patients with diabetes. Nasal glucagon (NG) is a novel treatment for SHEs with similar efficacy, but with a usability advantage over injectable glucagon (IG) that may translate to improved economic outcomes. The economic implications of this usability advantage on SHE-related spending in Spain were explored in this analysis. METHODS A cost-offset and budget impact analysis (BIA) was conducted using a decision tree model, adapted for the Spanish setting. The model calculated average costs per SHE over the SHE treatment pathway following a treatment attempt with IG or NG. Analyses were performed separately in three populations with insulin-treated diabetes: children and adolescents (4-17 years) with type 1 diabetes (T1D), adults with T1D and adults with type 2 diabetes (T2D), with respective population estimates applied in BIA. Treatment probabilities were assumed to be equal for IG and NG, except for treatment success following glucagon administration. Epidemiologic and cost data were obtained from Spanish-specific sources. BIA results were presented at a 3-year time horizon. RESULTS On a per SHE level, NG was associated with lower costs compared to IG (children and adolescents with T1D, EUR 820; adults with T1D, EUR 804; adults with T2D, EUR 725). Lower costs were attributed to reduced costs of professional medical assistance in patients treated with NG. After 3 years, BIA showed that relative to IG, the introduction of NG was projected to reduce SHE-related spending by EUR 1,158,969, EUR 142,162,371, and EUR 6,542,585 in children and adolescents with T1D, adults with T1D, and adults with insulin-treated T2D, respectively. CONCLUSIONS In Spain, the usability advantage of NG over IG translates to potential cost savings per SHE in three populations with insulin-treated diabetes, and the introduction of NG was associated with a lower budget impact versus IG in each group.
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Affiliation(s)
| | | | | | | | | | - Marga Giménez
- Diabetes Unit, Endocrinology and Nutrition Department, IMDM, Hospital Clínic i Universitari de Barcelona, Barcelona, Spain
| | | | - Helen Sharland
- Ossian Health Economics and Communications GmbH, Bäumleingasse 20, 4051, Basel, Switzerland
| | - William J Valentine
- Ossian Health Economics and Communications GmbH, Bäumleingasse 20, 4051, Basel, Switzerland.
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Serné EH, Roze S, Buompensiere MI, Valentine WJ, De Portu S, de Valk HW. Cost-Effectiveness of Hybrid Closed Loop Insulin Pumps Versus Multiple Daily Injections Plus Intermittently Scanned Glucose Monitoring in People With Type 1 Diabetes in The Netherlands. Adv Ther 2022; 39:1844-1856. [PMID: 35226346 DOI: 10.1007/s12325-022-02058-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 01/24/2022] [Indexed: 12/26/2022]
Abstract
INTRODUCTION Hybrid closed loop (HCL) insulin pump systems and intermittently scanned continuous glucose monitoring (IS-CGM) are increasingly used by individuals with type 1 diabetes (T1D). The aim of the analysis was to compare the long-term cost-effectiveness of the MiniMed 670G HCL system versus IS-CGM plus multiple daily injections of insulin (MDI) or continuous subcutaneous insulin infusion (CSII) in adults with T1D in the Netherlands. METHODS The analysis was performed using the IQVIA CORE Diabetes Model with clinical input data sourced from observational studies. Simulated patients were assumed to have a baseline HbA1c of 7.8%. Use of the MiniMed 670G system was assumed to reduce HbA1c by 0.4% and confer a quality-of-life (QoL) benefit through reduced fear of hypoglycemia (FoH). The analysis was performed from a societal perspective over a lifetime time horizon; future costs and clinical outcomes pertaining to the Netherlands were used and discounted at 4% and 1.5% per annum, respectively. RESULTS Use of the MiniMed 670G HCL system was projected to improve mean quality-adjusted life expectancy by 2.231 quality-adjusted life years (QALYs) versus IS-CGM. Total mean lifetime costs were EUR 13,683 higher with the MiniMed 670G system resulting in an ICER of EUR 6133 per QALY gained. Sensitivity analyses revealed findings to be sensitive to changes in assumptions around severe hypoglycemic event rates and the (QoL) benefit associated with reduced FoH. CONCLUSIONS Over patient lifetimes, for adults with long-standing T1D in the Netherlands, use of the MiniMed 670G system is projected to be cost-effective versus IS-CGM plus MDI or CSII.
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Affiliation(s)
| | | | | | - William J Valentine
- Ossian Health Economics and Communications GmbH, Bäumleingasse 20, 4051, Basel, Switzerland.
| | - Simona De Portu
- Medtronic International Trading Sàrl, Tolochenaz, Switzerland
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Valentine WJ, Mostafa SA, Tokuoka SM, Hamano F, Inagaki NF, Nordin JZ, Motohashi N, Kita Y, Aoki Y, Shimizu T, Shindou H. Lipidomic Analyses Reveal Specific Alterations of Phosphatidylcholine in Dystrophic Mdx Muscle. Front Physiol 2022; 12:698166. [PMID: 35095541 PMCID: PMC8791236 DOI: 10.3389/fphys.2021.698166] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 12/06/2021] [Indexed: 11/13/2022] Open
Abstract
In Duchenne muscular dystrophy (DMD), lack of dystrophin increases the permeability of myofiber plasma membranes to ions and larger macromolecules, disrupting calcium signaling and leading to progressive muscle wasting. Although the biological origin and meaning are unclear, alterations of phosphatidylcholine (PC) are reported in affected skeletal muscles of patients with DMD that may include higher levels of fatty acid (FA) 18:1 chains and lower levels of FA 18:2 chains, possibly reflected in relatively high levels of PC 34:1 (with 16:0_18:1 chain sets) and low levels of PC 34:2 (with 16:0_18:2 chain sets). Similar PC alterations have been reported to occur in the mdx mouse model of DMD. However, altered ratios of PC 34:1 to PC 34:2 have been variably reported, and we also observed that PC 34:2 levels were nearly equally elevated as PC 34:1 in the affected mdx muscles. We hypothesized that experimental factors that often varied between studies; including muscle types sampled, mouse ages, and mouse diets; may strongly impact the PC alterations detected in dystrophic muscle of mdx mice, especially the PC 34:1 to PC 34:2 ratios. In order to test our hypothesis, we performed comprehensive lipidomic analyses of PC and phosphatidylethanolamine (PE) in several muscles (extensor digitorum longus, gastrocnemius, and soleus) and determined the mdx-specific alterations. The alterations in PC 34:1 and PC 34:2 were closely monitored from the neonate period to the adult, and also in mice raised on several diets that varied in their fats. PC 34:1 was naturally high in neonate’s muscle and decreased until age ∼3-weeks (disease onset age), and thereafter remained low in WT muscles but was higher in regenerated mdx muscles. Among the muscle types, soleus showed a distinctive phospholipid pattern with early and diminished mdx alterations. Diet was a major factor to impact PC 34:1/PC 34:2 ratios because mdx-specific alterations of PC 34:2 but not PC 34:1 were strictly dependent on diet. Our study identifies high PC 34:1 as a consistent biochemical feature of regenerated mdx-muscle and indicates nutritional approaches are also effective to modify the phospholipid compositions.
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Affiliation(s)
- William J. Valentine
- Department of Molecular Therapy, National Center for Neurology and Psychiatry (NCNP), National Institute of Neuroscience, Kodaira, Tokyo, Japan
- Department of Lipid Signaling, National Center for Global Health and Medicine (NCGM), Shinjuku-ku, Japan
- *Correspondence: William J. Valentine,
| | - Sherif A. Mostafa
- Department of Lipid Signaling, National Center for Global Health and Medicine (NCGM), Shinjuku-ku, Japan
- Weill Cornell Medicine—Qatar, Doha, Qatar
| | - Suzumi M. Tokuoka
- Department of Lipidomics, Graduate School of Medicine, The University of Tokyo, Bunkyo-ku, Japan
| | - Fumie Hamano
- Department of Lipid Signaling, National Center for Global Health and Medicine (NCGM), Shinjuku-ku, Japan
- Life Sciences Core Facility, Graduate School of Medicine, The University of Tokyo, Bunkyo-ku, Japan
| | - Natsuko F. Inagaki
- Department of Lipid Signaling, National Center for Global Health and Medicine (NCGM), Shinjuku-ku, Japan
| | - Joel Z. Nordin
- Department of Molecular Therapy, National Center for Neurology and Psychiatry (NCNP), National Institute of Neuroscience, Kodaira, Tokyo, Japan
- Department of Laboratory Medicine, Centre for Biomolecular and Cellular Medicine, Karolinska Institutet, Huddinge, Sweden
| | - Norio Motohashi
- Department of Molecular Therapy, National Center for Neurology and Psychiatry (NCNP), National Institute of Neuroscience, Kodaira, Tokyo, Japan
| | - Yoshihiro Kita
- Life Sciences Core Facility, Graduate School of Medicine, The University of Tokyo, Bunkyo-ku, Japan
| | - Yoshitsugu Aoki
- Department of Molecular Therapy, National Center for Neurology and Psychiatry (NCNP), National Institute of Neuroscience, Kodaira, Tokyo, Japan
- Yoshitsugu Aoki,
| | - Takao Shimizu
- Department of Lipid Signaling, National Center for Global Health and Medicine (NCGM), Shinjuku-ku, Japan
| | - Hideo Shindou
- Department of Lipid Signaling, National Center for Global Health and Medicine (NCGM), Shinjuku-ku, Japan
- Department of Medical Lipid Science, Graduate School of Medicine, The University of Tokyo, Bunkyo-ku, Japan
- Hideo Shindou,
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Yale JF, Osumili B, Mitchell BD, Hunt B, Sohi G, Jeddi M, Mojdami D, Valentine WJ. Evaluation of the cost and medical resource use outcomes associated with nasal glucagon versus injectable glucagon for treatment of severe hypoglycemia in people with diabetes in Canada: a modeling analysis. J Med Econ 2022; 25:238-248. [PMID: 35094622 DOI: 10.1080/13696998.2022.2035131] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
OBJECTIVES Treatments for severe hypoglycemia aim to restore blood glucose through successful administration of rescue therapy, and choosing the most effective and cost-effective option will improve outcomes for patients and may reduce costs for healthcare payers. The present analysis aimed to compare costs and use of medical services with nasal glucagon and injectable glucagon in people with type 1 and 2 diabetes in Canada when used to treat severe hypoglycemic events when impaired consciousness precludes treatment with oral carbohydrates using an economic model, based on differences in the frequency of successful administration of the two interventions. METHODS A decision tree model was prepared in Microsoft Excel to project outcomes with nasal glucagon and injectable glucagon. The model structure reflected real-world decision-making and treatment outcomes, based on Canada-specific sources. The model captured the use of glucagon, emergency medical services (EMS), emergency room, inpatient stay, and follow-up care. Costs were accounted for in 2019 Canadian dollars (CAD). RESULTS Nasal glucagon was associated with reduced use of all medical services compared with injectable glucagon. EMS call outs were projected to be reduced by 45%, emergency room treatments by 52%, and inpatient stays by 13%. Use of nasal glucagon was associated with reduced direct, indirect, and combined costs of CAD 1,249, CAD 460, and CAD 1,709 per severe hypoglycemic event, respectively, due to avoided EMS call outs and hospital costs, resulting from a higher proportion of successful administrations. CONCLUSIONS When a patient with type 1 or type 2 diabetes is being treated for a severe hypoglycemic event when impaired consciousness precludes treatment with oral carbohydrate, use of nasal glucagon was projected to be dominant versus injectable glucagon in Canada reducing costs and use of medical services.
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Affiliation(s)
- Jean-François Yale
- Department of Medicine, McGill University Health Center, McGill University, Montréal, Canada
| | | | | | - Barnaby Hunt
- Ossian Health Economics and Communications, Basel, Switzerland
| | | | - Mark Jeddi
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada
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Pollock RF, Norrbacka K, Boye KS, Osumili B, Valentine WJ. The PRIME Type 2 Diabetes Model: a novel, patient-level model for estimating long-term clinical and cost outcomes in patients with type 2 diabetes mellitus. J Med Econ 2022; 25:393-402. [PMID: 35105267 DOI: 10.1080/13696998.2022.2035132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND AND AIMS The growing burden of diabetes mellitus and recent progress in understanding cardiovascular outcomes for type 2 diabetes (T2D) patients continue to make the disease a priority for healthcare decision-makers around the world. Our objective was to develop a new, product-independent model capable of projecting long-term clinical and cost outcomes for populations with T2D to support health economic evaluation. METHODS Following a systematic literature review to identify longitudinal study data, existing T2D models and risk formulae for T2D populations, a model was developed (the PRIME Type 2 Diabetes Model [PRIME T2D Model]) in line with good practice guidelines to simulate disease progression, diabetes-related complications and mortality. The model runs as a patient-level simulation and is capable of simulating treatment algorithms and risk factor progression, and projecting the cumulative incidence of macrovascular and microvascular complications as well as hypoglycemic events. The PRIME T2D Model can report clinical outcomes, quality-adjusted life expectancy, direct and indirect costs, along with standard measures of cost-effectiveness and is capable of probabilistic sensitivity analysis. Several approaches novel to T2D modeling were utilized, such as combining risk formulae using a weighted model averaging approach that takes into account patient characteristics to evaluate complication risk. RESULTS Validation analyses comparing modeled outcomes with published studies demonstrated that the PRIME T2D Model projects long-term patient outcomes consistent with those reported for a number of long-term studies, including cardiovascular outcomes trials. All root mean squared deviation (RMSD) values for internal validations (against published studies used to develop the model) were 1.1% or less and all external validation RMSDs were 3.7% or less. CONCLUSIONS The PRIME T2D Model is a product-independent analysis tool that is available online and offers new approaches to long-standing challenges in diabetes modeling and may become a useful tool for informing healthcare policy.HIGHLIGHTSThe PRIME Type 2 Diabetes (T2D) Model is a new, product-independent simulation model.The model offers new approaches to long-standing challenges in diabetes modeling.PRIME T2D Model projects outcomes consistent with those from clinical trials.The model is designed to be a useful tool for informing healthcare policy in T2D.
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Affiliation(s)
- Richard F Pollock
- Health Economics and Outcomes Research, Covalence Research Ltd, London, UK
| | | | - Kristina S Boye
- Global Patient Outcomes and Real World Evidence, Eli Lilly and Company, Indianapolis, USA
| | | | - William J Valentine
- Health Economics, Ossian Health Economics and Communications, Basel, Switzerland
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Aksan A, Schoepfer A, Juillerat P, Vavricka S, Bettencourt M, Ramirez de Arellano A, Gavata S, Morin N, Valentine WJ, Hunt B. A Response to: Letter to the Editor Regarding 'Iron Formulations for the Treatment of Iron Deficiency Anemia in Patients with Inflammatory Bowel Disease: A Cost-Effectiveness Analysis in Switzerland'. Adv Ther 2022; 39:815-821. [PMID: 34846708 PMCID: PMC8799560 DOI: 10.1007/s12325-021-02001-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 11/16/2021] [Indexed: 11/24/2022]
Affiliation(s)
- Aysegül Aksan
- Interdisciplinary Crohn Colitis Centre, Rhein-Main, Frankfurt am Main, Germany
- Justus-Liebig University, Giessen, Germany
| | - Alain Schoepfer
- Division of Gastroenterology and Hepatology, Centre Hospitalier Universitaire de Lausanne and University of Lausanne, Lausanne, Switzerland
| | - Pascal Juillerat
- Gastroenterology, Clinic of Visceral Surgery and Medicine, Bern University Hospital, Bern, Switzerland
| | - Stephan Vavricka
- Zentrum für Gastroenterologie und Hepatologie, Zürich, Switzerland
| | | | | | - Simona Gavata
- Vifor Pharma Group, Flughofstrasse 61, 8152, Glattbrugg, Switzerland
| | - Neige Morin
- Vifor Pharma Group, Villars-sur-Glâne, Switzerland
| | | | - Barnaby Hunt
- Ossian Health Economics and Communications, Basel, Switzerland
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Valentine WJ, Yanagida K, Kawana H, Kono N, Noda NN, Aoki J, Shindou H. Update and nomenclature proposal for mammalian lysophospholipid acyltransferases which create membrane phospholipid diversity. J Biol Chem 2021; 298:101470. [PMID: 34890643 PMCID: PMC8753187 DOI: 10.1016/j.jbc.2021.101470] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 11/23/2021] [Indexed: 12/13/2022] Open
Abstract
The diversity of glycerophospholipid species in cellular membranes is immense and affects various biological functions. Glycerol-3-phosphate acyltransferases (GPATs) and lysophospholipid acyltransferases (LPLATs), in concert with phospholipase A1/2s enzymes, contribute to this diversity via selective esterification of fatty acyl chains at the sn-1 or sn-2 positions of membrane phospholipids. These enzymes are conserved across all kingdoms, and in mammals four GPATs of the 1-acylglycerol-3-phosphate O-acyltransferase (AGPAT) family and at least 14 LPLATs, either of the AGPAT or the membrane-bound O-acyltransferase (MBOAT) families, have been identified. Here we provide an overview of the biochemical and biological activities of these mammalian enzymes, including their predicted structures, involvements in human diseases, and essential physiological roles as revealed by gene-deficient mice. Recently, the nomenclature used to refer to these enzymes has generated some confusion due to the use of multiple names to refer to the same enzyme and instances of the same name being used to refer to completely different enzymes. Thus, this review proposes a more uniform LPLAT enzyme nomenclature, as well as providing an update of recent advances made in the study of LPLATs, continuing from our JBC mini review in 2009.
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Affiliation(s)
- William J Valentine
- Department of Lipid Signaling, National Center for Global Health and Medicine (NCGM), Shinjuku-ku, Tokyo 162-8655, Japan; Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry (NCNP), Kodaira, Tokyo, 187-8502, Japan
| | - Keisuke Yanagida
- Department of Lipid Signaling, National Center for Global Health and Medicine (NCGM), Shinjuku-ku, Tokyo 162-8655, Japan
| | - Hiroki Kawana
- Department of Health Chemistry, Graduate School of Pharmaceutical Sciences, The University of Tokyo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Nozomu Kono
- Department of Health Chemistry, Graduate School of Pharmaceutical Sciences, The University of Tokyo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Nobuo N Noda
- Institute of Microbial Chemistry (BIKAKEN), Microbial Chemistry Research Foundation, Tokyo 141-0021, Japan
| | - Junken Aoki
- Department of Health Chemistry, Graduate School of Pharmaceutical Sciences, The University of Tokyo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Hideo Shindou
- Department of Lipid Signaling, National Center for Global Health and Medicine (NCGM), Shinjuku-ku, Tokyo 162-8655, Japan; Department of Lipid Medical Science, Graduate School of Medicine, The University of Tokyo, Bunkyo-ku, Tokyo 113-0033, Japan.
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Borghi C, Wang J, Rodionov AV, Rosas M, Sohn IS, Alcocer L, Valentine WJ, Deroche-Chibedi D, Granados D, Croce D. Projecting the long-term benefits of single pill combination therapy for patients with hypertension in five countries. Int J Cardiol Cardiovasc Risk Prev 2021; 10:200102. [PMID: 35112114 PMCID: PMC8790100 DOI: 10.1016/j.ijcrp.2021.200102] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 07/23/2021] [Accepted: 07/25/2021] [Indexed: 11/17/2022]
Abstract
Objective To project the 10-year clinical outcomes associated with single pill combination (SPC) therapies compared with multi-pill regimens for the management of hypertension in five countries (Italy, Russia, China, South Korea and Mexico). Methods A microsimulation model was designed to project health outcomes between 2020 and 2030 for populations with hypertension managed according to four different treatment pathways: current treatment practices (CTP), single drug with dosage titration then sequential addition of other agents (start low and go slow, SLGS), free choice combination with multiple pills (FCC) and combination therapy in the form of a single pill (SPC). Model inputs were derived from the Global Burden of Disease 2017 dataset. Simulated outcomes of mortality, chronic kidney disease (CKD), stroke, ischemic heart disease (IHD), and disability-adjusted life years (DALYs) were estimated for 1,000,000 patients on each treatment pathway. Results SPC therapy was projected to improve clinical outcomes over SLGS, FCC and CTP in all countries. SPC reduced mortality by 5.4% in Italy, 4.9% in Russia, 4.5% in China, 2.3% in South Korea and 3.6% in Mexico versus CTP and showed greater reductions in mortality than SLGS and FCC. The projected incidence of clinical events was reduced by 11.5% in Italy, 9.2% in Russia, 8.4% in China, 4.9% in South Korea and 6.7% in Mexico for SPC versus CTP. Conclusions Ten-year projections indicated that combination therapies (FCC and SPC) are likely to reduce the burden of hypertension compared with conventional management approaches, with SPC showing the greatest overall benefits due to improved adherence.
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Key Words
- ACE-inhibitors, angiotensin converting enzyme inhibitors
- ARBs, angiotensin receptor blockers
- Adherence
- Blood pressure
- Burden of disease
- CCBs, calcium channel blockers
- CKD, chronic kidney disease
- CTP, current treatment practices
- CVD, cardiovascular disease
- DALYs, disability-adjusted life years
- FCC, free choice combination with multiple pills
- GBD, Global Burden of Disease, Risk Factors, and Injuries
- Hypertension
- IHD, ischemic heart disease
- IHME, The Institute for Health Metrics and Evaluation
- Modeling
- SBP, systolic blood pressure
- SLGS, single drug with dosage titration first then sequential addition of other agents (start low and go slow)
- SPC, single pill combination
- Single pill combination
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Affiliation(s)
| | - Jiguang Wang
- Shanghai Institute of Hypertension, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | | | - Martin Rosas
- Mexican Institute of Social Security (IMSS), Mexico City, Mexico
| | - Il Suk Sohn
- Kyung Hee University Hospital at Gangdong, Seoul, South Korea
| | - Luis Alcocer
- Mexican Institute of Cardiovascular Health, Mexico City, Mexico
| | | | | | - Denis Granados
- Sanofi R&D, Chilly-Mazarin, France
- Corresponding author. Sanofi, 1 Avenue Pierre Brossolette, 91380, Chilly-Mazarin, France.
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Aksan A, Beales ILP, Baxter G, de Arellano AR, Gavata S, Valentine WJ, Hunt B. Evaluation of the Cost-Effectiveness of Iron Formulations for the Treatment of Iron Deficiency Anaemia in Patients with Inflammatory Bowel Disease in the UK. Clinicoecon Outcomes Res 2021; 13:541-552. [PMID: 34168471 PMCID: PMC8216635 DOI: 10.2147/ceor.s306823] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 05/06/2021] [Indexed: 12/21/2022] Open
Abstract
Introduction In patients with inflammatory bowel disease (IBD), iron deficiency anaemia (IDA) can impair quality of life and increase healthcare costs. Treatment options for IDA-associated IBD include oral iron and intravenous iron formulations (such as ferric carboxymaltose [FCM], ferric derisomaltose [FD, previously known as iron isomaltoside 1000], and iron sucrose [IS]). The present analysis compared the cost-effectiveness of FCM versus FD, IS, and oral iron sulfate in terms of additional cost per additional responder in the UK setting. Methods Cost-effectiveness was calculated for FCM versus FD, IS, and oral iron individually in terms of the additional cost per additional responder, defined as haemoglobin normalisation or an increase of ≥2 g/dL in haemoglobin levels, in a model developed in Microsoft Excel. Relative efficacy inputs were taken from a previously published network meta-analysis, since there is currently no single head-to-head trial evidence comparing all therapy options. Costs were calculated in 2020 pounds sterling (GBP) capturing the costs of iron preparations, healthcare professional time, and consumables. Results The analysis suggested that FCM may be the most effective intervention, with 81% of patients achieving a response. Response rates with FD, IS, and oral iron were 74%, 75%, and 69%, respectively. Total costs with FCM, FD, IS, and oral iron were GBP 296, GBP 312, GBP 503, and GBP 56, respectively. FCM was found to be more effective and less costly than both FD and IS, and therefore was considered dominant. Compared with oral iron, FCM was associated with an incremental cost-effectiveness ratio of GBP 2045 per additional responder. Conclusions FCM is likely to be the least costly and most effective IV iron therapy in the UK setting. Compared with oral iron, healthcare payers must decide whether the superior treatment efficacy of FCM is worth the additional cost.
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Affiliation(s)
- Aysegül Aksan
- Interdisciplinary Crohn Colitis Centre, Rhein-main, Frankfurt/Main, Germany.,Institute of Nutritional Science, Justus-Liebig University, Giessen, Germany
| | - Ian L P Beales
- Department of Gastroenterology, Norfolk and Norwich University Hospital, Norwich, UK
| | | | | | - Simona Gavata
- Vifor Pharma Group, Market Access, Glattbrugg, Switzerland
| | | | - Barnaby Hunt
- Ossian Health Economics and Communications, Basel, Switzerland
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Jendle J, Ericsson Å, Gundgaard J, Møller JB, Valentine WJ, Hunt B. Smart Insulin Pens are Associated with Improved Clinical Outcomes at Lower Cost Versus Standard-of-Care Treatment of Type 1 Diabetes in Sweden: A Cost-Effectiveness Analysis. Diabetes Ther 2021; 12:373-388. [PMID: 33306169 PMCID: PMC7843677 DOI: 10.1007/s13300-020-00980-1] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 11/28/2020] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION Real-world evidence has demonstrated improved glycemic control and insulin management following introduction of smart insulin pens in a Swedish type 1 diabetes (T1D) population. To understand the implications for healthcare costs and expected health outcomes, this analysis evaluated the long-term cost-effectiveness of introducing smart insulin pens to standard-of-care T1D treatment (standard care) from a Swedish societal perspective. METHODS Clinical outcomes and healthcare costs (in 2018 Swedish krona, SEK) were projected over patients' lifetimes using the IQVIA CORE Diabetes Model to estimate cost-effectiveness. Clinical data and baseline characteristics for the simulated cohort were informed by population data and a prospective, noninterventional study of a smart insulin pen in a Swedish T1D population. This analysis captured direct and indirect costs, mortality, and the impact of diabetes-related complications on quality of life. RESULTS Over patients' lifetimes, smart insulin pen use was associated with per-patient improvements in mean discounted life expectancy (+ 0.90 years) and quality-adjusted life expectancy (+ 1.15 quality-adjusted life-years), in addition to mean cost savings (direct, SEK 124,270; indirect, SEK 373,725), versus standard care. A lower frequency and delayed onset of complications drove projected improvements in quality-adjusted life expectancy and lower costs with smart insulin pens versus standard care. Overall, smart insulin pens were a dominant treatment option relative to standard care across all base-case and sensitivity analyses. CONCLUSIONS Use of smart insulin pens was projected to improve clinical outcomes at lower costs relative to standard care in a Swedish T1D population and represents a good use of healthcare resources in Sweden.
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Affiliation(s)
- Johan Jendle
- Institute of Medical Sciences, Örebro University, Örebro, Sweden.
| | | | | | | | | | - Barnaby Hunt
- Ossian Health Economics and Communications, Basel, Switzerland
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15
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Aksan A, Schoepfer A, Juillerat P, Vavricka S, Bettencourt M, Ramirez de Arellano A, Gavata S, Morin N, Valentine WJ, Hunt B. Iron Formulations for the Treatment of Iron Deficiency Anemia in Patients with Inflammatory Bowel Disease: A Cost-Effectiveness Analysis in Switzerland. Adv Ther 2021; 38:660-677. [PMID: 33216324 PMCID: PMC7854431 DOI: 10.1007/s12325-020-01553-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 10/24/2020] [Indexed: 02/08/2023]
Abstract
INTRODUCTION Iron deficiency anemia (IDA) is a common complication of inflammatory bowel disease (IBD) and can result in reduced quality of life and increased healthcare costs. IDA is treated with iron supplementation, either with oral iron therapy (OI) or intravenous iron formulations, including ferric carboxymaltose (FCM), iron isomaltoside 1000 (IIM), and iron sucrose (IS). This analysis compared the cost-effectiveness of FCM versus IIM, IS, and OI in terms of additional cost per additional responder in Switzerland. METHODS A health economic model was developed to assess the additional cost per additional responder, defined as normalization or an increase of at least 2 g/dL in hemoglobin levels, for FCM versus IIM, IS, and OI. To date, no single head-to-head trial comparing all therapies is available, and therefore relative efficacy data were taken from a published network meta-analysis. Costs of treatment were calculated in 2020 Swiss francs (CHF) using a microcosting approach, and included the costs of iron, healthcare professional time, and consumables. Costs are also presented in euros (EUR) based on an exchange rate of CHF 1 = EUR 0.94. RESULTS Response rates with FCM, IIM, IS, and OI were 81%, 74%, 75%, and 69%, respectively, with FCM projected to be the most effective treatment. FCM was associated with cost savings of CHF 24 (EUR 23) versus IIM and of CHF 147 (EUR 138) versus IS, and increased costs by CHF 345 (EUR 324) versus OI. Therefore FCM was considered dominant versus both IIM and IS, improving clinical outcomes with cost savings. FCM was associated with an incremental cost-effectiveness ratio of CHF 2970 (EUR 2792) per additional responder versus OI. CONCLUSIONS FCM was projected to be the most cost-effective intravenous iron therapy in Switzerland, increasing the number of responders and leading to cost savings for healthcare payers.
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Pöhlmann J, Norrbacka K, Boye KS, Valentine WJ, Sapin H. Costs and where to find them: identifying unit costs for health economic evaluations of diabetes in France, Germany and Italy. Eur J Health Econ 2020; 21:1179-1196. [PMID: 33025257 PMCID: PMC7561572 DOI: 10.1007/s10198-020-01229-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Accepted: 08/26/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND Health economic evaluations require cost data as key inputs. Many countries do not have standardized reference costs so costs used often vary between studies, thereby reducing transparency and transferability. The present review provided a comprehensive overview of cost sources and suggested unit costs for France, Germany and Italy, to support health economic evaluations in these countries, particularly in the field of diabetes. METHODS A literature review was conducted across multiple databases to identify published unit costs and cost data sources for resource items commonly used in health economic evaluations of antidiabetic therapies. The quality of unit cost reporting was assessed with regard to comprehensiveness of cost reporting and referencing as well as accessibility of cost sources from published cost-effectiveness analyses (CEA) of antidiabetic medications. RESULTS An overview of cost sources, including tariff and fee schedules as well as published estimates, was developed for France, Germany and Italy, covering primary and specialist outpatient care, emergency care, hospital treatment, pharmacy costs and lost productivity. Based on these sources, unit cost datasets were suggested for each country. The assessment of unit cost reporting showed that only 60% and 40% of CEAs reported unit costs and referenced them for all pharmacy items, respectively. Less than 20% of CEAs obtained all pharmacy costs from publicly available sources. CONCLUSIONS This review provides a comprehensive account of available costs and cost sources in France, Germany and Italy to support health economists and increase transparency in health economic evaluations in diabetes.
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Affiliation(s)
- J Pöhlmann
- Ossian Health Economics and Communications, Basel, Switzerland
| | | | - K S Boye
- Eli Lilly and Company, Indianapolis, IN, USA
| | - W J Valentine
- Ossian Health Economics and Communications, Basel, Switzerland
| | - H Sapin
- Lilly France, 24 Bd Vital Bouhot, CS 50004, 92521, Neuilly-sur-Seine Cedex, France.
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17
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Hansen BB, Nuhoho S, Ali SN, Dang-Tan T, Valentine WJ, Malkin SJP, Hunt B. Oral semaglutide versus injectable glucagon-like peptide-1 receptor agonists: a cost of control analysis. J Med Econ 2020; 23:650-658. [PMID: 31990244 DOI: 10.1080/13696998.2020.1722678] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Aims: The efficacy and safety of oral semaglutide, the first glucagon-like peptide-1 (GLP-1) receptor agonist developed for oral administration for the treatment of type 2 diabetes, was evaluated in the PIONEER clinical trial program, and a recently published network meta-analysis allowed comparison with further injectable GLP-1 receptor agonists. The present study aimed to assess the short-term cost- effectiveness of oral semaglutide 14 mg versus subcutaneous once-weekly dulaglutide 1.5 mg, once-weekly exenatide 2 mg, twice-daily exenatide 10 µg, once-daily liraglutide 1.8 mg, once-daily lixisenatide 20 µg, and once-weekly semaglutide 1 mg, in terms of the cost per patient achieving glycated hemoglobin (HbA1c) targets (cost of control).Materials and methods: Cost of control was calculated by dividing the annual treatment costs associated with an intervention by the proportion of patients achieving the treatment target with an intervention, with outcomes calculated for targets of HbA1c ≤6.5% and HbA1c <7.0% for all included GLP-1 receptor agonists. Annual treatment costs were accounted in 2019 United States dollars (USD), based on 2019 wholesale acquisition cost.Results: For the treatment target of HbA1c ≤6.5%, once-weekly semaglutide 1 mg and oral semaglutide 14 mg were associated with the lowest costs of control, at USD 15,430 and USD 17,383 per patient achieving target, respectively. Similarly, the cost of control was lowest with once-weekly semaglutide 1 mg at USD 12,627 per patient achieving target, followed by oral semaglutide 14 mg at USD 13,493 per patient achieving target for the target of HbA1c <7.0%. All other interventions were associated with higher cost of control values for both targets.Conclusions: Oral semaglutide 14 mg is likely to be cost-effective versus dulaglutide, exenatide (once weekly and twice daily), liraglutide, and lixisenatide in terms of bringing people with type 2 diabetes to glycemic control targets of HbA1c ≤6.5% and HbA1c <7.0% in the US.
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Affiliation(s)
| | - S Nuhoho
- Novo Nordisk A/S, Søborg, Denmark
| | - S N Ali
- Novo Nordisk Inc, Plainsboro, NJ, USA
| | | | - W J Valentine
- Ossian Health Economics and Communications, Basel, Switzerland
| | - S J P Malkin
- Ossian Health Economics and Communications, Basel, Switzerland
| | - B Hunt
- Ossian Health Economics and Communications, Basel, Switzerland
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Smith-Palmer J, Cerri K, Sbarigia U, Chan EKH, Pollock RF, Valentine WJ, Bonroy K. Impact of Stigma on People Living with Chronic Hepatitis B. Patient Relat Outcome Meas 2020; 11:95-107. [PMID: 32214859 PMCID: PMC7082540 DOI: 10.2147/prom.s226936] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Accepted: 02/14/2020] [Indexed: 12/17/2022]
Abstract
Background People with chronic infectious diseases such as hepatitis B can face stigma, which can influence everyday life as well as willingness to engage with medical professionals or disclose disease status. A systematic literature review was performed to characterize the level and type of stigma experienced by people infected with hepatitis B virus (HBV) as well as to identify instruments used to measure it. Methods A literature review was performed using the PubMed, Embase and Cochrane Library databases to identify studies describing HBV-related stigma. For inclusion, articles were required to be published in full-text form, in English and report quantitative or qualitative data on HBV-related stigma that could be extracted. Results A total of 23 (17 quantitative and 6 qualitative) articles examined HBV-related stigma. The scope of the review was global but nearly all identified studies were conducted in countries in the WHO Southeast Asia or Western Pacific regions or within immigrant communities in North America. Several quantitative studies utilized tools specifically designed to assess aspects of stigma. Qualitative studies were primarily conducted via patient interviews. Internalized and social stigma were common among people living with chronic HBV . Some people also perceived structural/institutional stigma, with up to 20% believing that they may be denied healthcare and up to 30% stating they may experience workplace discrimination due to HBV. Conclusion HBV-related stigma is common, particularly in some countries in Southeast Asia and the Western Pacific region and among Asian immigrant communities, but is poorly characterized in non-Asian populations. Initiatives are needed to document and combat stigma (particularly in settings/jurisdictions where it is poorly described) as well as its clinical and socioeconomic consequences.
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Ali SN, Dang-Tan T, Valentine WJ, Hansen BB. Evaluation of the Clinical and Economic Burden of Poor Glycemic Control Associated with Therapeutic Inertia in Patients with Type 2 Diabetes in the United States. Adv Ther 2020; 37:869-882. [PMID: 31925649 PMCID: PMC7004420 DOI: 10.1007/s12325-019-01199-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Indexed: 01/10/2023]
Abstract
Introduction Therapeutic inertia refers to the failure to initiate or intensify treatment in a timely manner and is widespread in type 2 diabetes (T2D) despite the well-established importance of maintaining good glycemic control. The aim of this analysis was to quantify the clinical and economic burden associated with poor glycemic control due to therapeutic inertia in patients with T2D in the USA. Methods The IQVIA CORE Diabetes Model was used to simulate life expectancy, costs associated with diabetes-related complications, and lost workplace productivity in US patients. Baseline glycated hemoglobin (HbA1c) levels were 7.0% (53 mmol/mol), 9.0% (75 mmol/mol), 11.0% (97 mmol/mol) 13.0% (119 mmol/mol), or 15.0% (140 mmol/mol), with targets of 6.5% (48 mmol/mol), 7.0% (53 mmol/mol), 8.0% (64 mmol/mol), or 9.0% (75 mmol/mol) depending on baseline HbA1c, across several delayed intensification scenarios (values above target were defined as poor control). The burden associated with intensification delays of 1, 2, 3, 5, and 7 years was estimated over time horizons of 1–30 years. Future costs and clinical benefits were discounted at 3% annually. Results In a population of 13.4 million patients with T2D and baseline HbA1c of 9.0% (75 mmol/mol), delaying intensification of therapy by 1 year was associated with a loss of approximately 13,390 life-years and increased total costs of US dollars (USD) 7.3 billion (1-year time horizon). Longer delays in intensification were associated with a greater economic burden. Delaying intensification by 7 years was projected to cost approximately 3 million life-years and USD 223 billion over a 30-year time horizon. Conclusion Therapeutic inertia is common in routine clinical practice and makes a substantial contribution to the burden associated with type 2 diabetes in the USA. Initiatives and interventions aimed at preventing therapeutic inertia are needed to improve clinical outcomes and avoid excess costs. Electronic Supplementary Material The online version of this article (10.1007/s12325-019-01199-8) contains supplementary material, which is available to authorized users.
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Bain SC, Hansen BB, Malkin SJP, Nuhoho S, Valentine WJ, Chubb B, Hunt B, Capehorn M. Oral Semaglutide Versus Empagliflozin, Sitagliptin and Liraglutide in the UK: Long-Term Cost-Effectiveness Analyses Based on the PIONEER Clinical Trial Programme. Diabetes Ther 2020; 11:259-277. [PMID: 31833042 PMCID: PMC6965564 DOI: 10.1007/s13300-019-00736-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION The PIONEER trial programme showed that, after 52 weeks, the novel oral glucagon-like peptide-1 (GLP-1) analogue semaglutide 14 mg was associated with significantly greater reductions in glycated haemoglobin (HbA1c) versus a sodium-glucose cotransporter-2 inhibitor (empagliflozin 25 mg), a dipeptidyl peptidase-4 inhibitor (sitagliptin 100 mg) and an injectable GLP-1 analogue (liraglutide 1.8 mg). The aim of the present analysis was to assess the long-term cost-effectiveness of oral semaglutide 14 mg versus each of these comparators in the UK setting. METHODS Analyses were performed from a healthcare payer perspective using the IQVIA CORE Diabetes Model, in which outcomes were projected over patient lifetimes (50 years). Baseline cohort characteristics and treatment effects were based on 52-week data from the PIONEER 2, 3 and 4 randomised controlled trials, comparing oral semaglutide with empagliflozin, sitagliptin and liraglutide, respectively. Treatment switching occurred when HbA1c exceeded 7.5% (58 mmol/mol). Utilities, treatment costs and costs of diabetes-related complications (in pounds sterling [GBP]) were taken from published sources. The acquisition cost of oral semaglutide was assumed to match that of once-weekly semaglutide. RESULTS Oral semaglutide was associated with improvements in quality-adjusted life expectancy of 0.09 quality-adjusted life years (QALYs) versus empagliflozin, 0.20 QALYs versus sitagliptin and 0.07 QALYs versus liraglutide. Direct costs over a patient's lifetime were GBP 971 and GBP 963 higher with oral semaglutide than with empagliflozin and sitagliptin, respectively, but GBP 1551 lower versus liraglutide. Oral semaglutide was associated with a reduced incidence of diabetes-related complications versus all comparators. Therefore, oral semaglutide 14 mg was associated with incremental cost-effectiveness ratios of GBP 11,006 and 4930 per QALY gained versus empagliflozin 25 mg and sitagliptin 100 mg, respectively, and was more effective and less costly (dominant) versus liraglutide 1.8 mg. CONCLUSION Oral semaglutide was cost-effective versus empagliflozin and sitagliptin, and dominant versus liraglutide, for the treatment of type 2 diabetes in the UK.
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Affiliation(s)
- Stephen C Bain
- Institute of Life Science, Swansea University Medical School, Singleton Park, Swansea, UK
| | - Brian B Hansen
- Novo Nordisk A/S, Vandtårnsvej 108, 2860, Søborg, Denmark
| | - Samuel J P Malkin
- Ossian Health Economics and Communications, Bäumleingasse 20, 4051, Basel, Switzerland
| | - Solomon Nuhoho
- Novo Nordisk A/S, Vandtårnsvej 108, 2860, Søborg, Denmark
| | - William J Valentine
- Ossian Health Economics and Communications, Bäumleingasse 20, 4051, Basel, Switzerland
| | - Barrie Chubb
- Novo Nordisk Ltd., 3 City Place, Beehive Ring Road, Gatwick, UK
| | - Barnaby Hunt
- Ossian Health Economics and Communications, Bäumleingasse 20, 4051, Basel, Switzerland.
| | - Matthew Capehorn
- Rotherham Institute of Obesity, Clifton Medical Centre, Doncaster Gate, Rotherham, UK
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Bain SC, Bekker Hansen B, Hunt B, Chubb B, Valentine WJ. Evaluating the burden of poor glycemic control associated with therapeutic inertia in patients with type 2 diabetes in the UK. J Med Econ 2020; 23:98-105. [PMID: 31311364 DOI: 10.1080/13696998.2019.1645018] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Background and aims: Effective glycemic control is the cornerstone of successful type 2 diabetes management. However, many patients fail to reach glycemic control targets, and therapeutic inertia (failure to intensify therapy to address poor glycemic control in a timely manner) has been widely reported. The aim of the present study was to evaluate the economic burden associated with diabetes-related complications due to poor glycemic control for patients with type 2 diabetes in the UK.Methods: A validated long-term model of type 2 diabetes (IQVIA CORE Diabetes Model) was used to project cost outcomes for a UK population with type 2 diabetes, based on data from The Health Improvement Network primary care database, at different levels of glycemic control. Costs associated with diabetes-related complications were accounted in 2017 Pounds Sterling (GBP). Complication costs were estimated for populations achieving different glycated hemoglobin (HbA1c) targets, in a number of delayed treatment intensification scenarios, and across a range of time horizons.Results: For patients with an HbA1c level of 8.2% (66 mmol/mol), 7 years in poor control could increase mean costs associated with diabetes-related complications by over GBP 690 per patient and lead to costs of over GBP 1,500 in lost workplace productivity compared with achieving good glycemic control (HbA1c 7.0%, 53 mmol/mol) over a 10-year time horizon. Based on published estimates of the proportion of type 2 diabetes patients failing to meet glycemic targets in the UK, this corresponds to an additional economic burden of ∼GBP 2,600 million (complication costs plus lost productivity costs).Conclusions: The economic burden of poor glycemic control in type 2 diabetes in the UK is substantial. Efforts to avoid therapeutic inertia could substantially reduce diabetes-related complication costs even in the short-term.
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Affiliation(s)
- Stephen C Bain
- Diabetes Research Unit Cyrmu, Swansea University Medical School, Swansea, UK
| | | | - Barnaby Hunt
- Health Economics, Ossian Health Economics and Communications, Basel, Switzerland
| | | | - William J Valentine
- Health Economics, Ossian Health Economics and Communications, Basel, Switzerland
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Valentine WJ, Hashidate-Yoshida T, Yamamoto S, Shindou H. Biosynthetic Enzymes of Membrane Glycerophospholipid Diversity as Therapeutic Targets for Drug Development. Adv Exp Med Biol 2020; 1274:5-27. [PMID: 32894505 DOI: 10.1007/978-3-030-50621-6_2] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Biophysical properties of membranes are dependent on their glycerophospholipid compositions. Lysophospholipid acyltransferases (LPLATs) selectively incorporate fatty chains into lysophospholipids to affect the fatty acid composition of membrane glycerophospholipids. Lysophosphatidic acid acyltransferases (LPAATs) of the 1-acylglycerol-3-phosphate O-acyltransferase (AGPAT) family incorporate fatty chains into phosphatidic acid during the de novo glycerophospholipid synthesis in the Kennedy pathway. Other LPLATs of both the AGPAT and the membrane bound O-acyltransferase (MBOAT) families further modify the fatty chain compositions of membrane glycerophospholipids in the remodeling pathway known as the Lands' cycle. The LPLATs functioning in these pathways possess unique characteristics in terms of their biochemical activities, regulation of expressions, and functions in various biological contexts. Essential physiological functions for LPLATs have been revealed in studies using gene-deficient mice, and important roles for several enzymes are also indicated in human diseases where their mutation or dysregulation causes or contributes to the pathological condition. Now several LPLATs are emerging as attractive therapeutic targets, and further understanding of the mechanisms underlying their physiological and pathological roles will aid in the development of novel therapies to treat several diseases that involve altered glycerophospholipid metabolism.
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Affiliation(s)
- William J Valentine
- Department of Lipid Signaling, National Center for Global Health and Medicine, Tokyo, Japan. .,Department of Molecular Therapy, National Center of Neurology and Psychiatry, Tokyo, Japan.
| | | | - Shota Yamamoto
- Department of Lipid Signaling, National Center for Global Health and Medicine, Tokyo, Japan
| | - Hideo Shindou
- Department of Lipid Signaling, National Center for Global Health and Medicine, Tokyo, Japan. .,Department of Lipid Science, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan. .,Japan Agency for Medical Research and Development, Tokyo, Japan.
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Hunt B, Hansen BB, Ericsson Å, Kallenbach K, Ali SN, Dang-Tan T, Malkin SJP, Valentine WJ. Evaluation of the Cost Per Patient Achieving Treatment Targets with Oral Semaglutide: A Short-Term Cost-Effectiveness Analysis in the United States. Adv Ther 2019; 36:3483-3493. [PMID: 31650514 PMCID: PMC6860465 DOI: 10.1007/s12325-019-01125-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Indexed: 01/06/2023]
Abstract
INTRODUCTION Oral semaglutide is the first orally administered glucagon-like peptide-1 receptor agonist for the treatment of type 2 diabetes, and has been evaluated in the PIONEER clinical trial program. These trials assessed the proportions of patients achieving single and composite endpoints, encompassing glycemic control [defined in terms of glycated hemoglobin (HbA1c)], weight loss, and hypoglycemia. The present study assessed the cost of control with oral semaglutide versus empagliflozin, sitagliptin, and liraglutide in the US. METHODS Four endpoints were evaluated: (1) HbA1c ≤ 6.5%; (2) HbA1c < 7.0%; (3) ≥ 1.0%-point HbA1c reduction and weight loss ≥ 3.0%; and (4) HbA1c < 7.0% without hypoglycemia and without weight gain. The proportions of patients achieving each endpoint were sourced from the PIONEER 2, 3 and 4 trials. Treatment costs were accounted over an annual time-period in 2019 US dollars (USD), based on wholesale acquisition cost. Cost of control was calculated by dividing treatment costs by the proportion of patients achieving each target. RESULTS Oral semaglutide was consistently associated with the lowest cost of control for all four endpoints. For the targets of HbA1c ≤ 6.5% and HbA1c < 7.0%, oral semaglutide 14 mg was associated with lower cost of control than empagliflozin 25 mg, sitagliptin 100 mg and liraglutide 1.8 mg by USD 15,036, 14,697, and 6996, respectively, and USD 931, 346 and 4497, respectively. For the double composite endpoint, cost of control was lower with oral semaglutide 14 mg by USD 525, 32,277 and 13,011, respectively versus empagliflozin 25 mg, sitagliptin 100 mg and liraglutide 1.8 mg. For the triple composite endpoint, cost of control was lower with oral semaglutide 14 mg by USD 1255, 7510 and 5774, respectively. CONCLUSION Oral semaglutide was associated with lower cost of bringing patients with type 2 diabetes to four clinically-relevant treatment targets versus empagliflozin, sitagliptin, and liraglutide in the US. FUNDING Novo Nordisk A/S.
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Affiliation(s)
- Barnaby Hunt
- Ossian Health Economics and Communications, Basel, Switzerland.
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Pollock RF, Valentine WJ, Marso SP, Andersen A, Gundgaard J, Hallén N, Tutkunkardas D, Magnuson EA, Buse JB. Long-term Cost-effectiveness of Insulin Degludec Versus Insulin Glargine U100 in the UK: Evidence from the Basal-bolus Subgroup of the DEVOTE Trial (DEVOTE 16). Appl Health Econ Health Policy 2019; 17:615-627. [PMID: 31264138 PMCID: PMC6748892 DOI: 10.1007/s40258-019-00494-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
OBJECTIVES To evaluate the cost-effectiveness of insulin degludec (degludec) versus insulin glargine 100 units/mL (glargine U100) in basal-bolus regimens for patients with type 2 diabetes (T2D) at high cardiovascular (CV) risk based on the DEVOTE CV outcomes trial. METHODS A microsimulation model, informed by clinical outcomes from the subgroup of patients using basal-bolus insulin therapy in DEVOTE (NCT01959529) and by the UKPDS Outcomes Model 2 risk equations, was used to model direct costs (2018 GBP) and effectiveness outcomes [quality-adjusted life years (QALYs)] with degludec versus glargine U100 over a 40-year time horizon. The model captured the development of eight diabetes-related complications, death, severe hypoglycemia and insulin dosing. This analysis was conducted from the perspective of National Health Service (NHS) England. RESULTS Treatment with degludec versus glargine U100 in basal-bolus regimens was associated with improved clinical outcomes at a higher cost per patient [incremental cost effectiveness ratio (ICER): £14,956 GBP/QALY]. Degludec remained cost effective versus glargine U100 in all exploratory sensitivity analyses, with ICERs below the widely accepted willingness-to-pay threshold, although the result was most sensitive to assumptions regarding the persistence of treatment effects. CONCLUSIONS Our long-term modeling analysis suggested that degludec was cost effective (from the perspective of NHS England) versus glargine U100 in basal-bolus regimens for patients with T2D at high CV risk. Our findings raise important questions regarding how to model the health economics of diabetes therapies.
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Affiliation(s)
- Richard F Pollock
- Ossian Health Economics and Communications GmbH, Basel, Switzerland.
- Covalence Research Ltd, London, UK.
| | | | - Steven P Marso
- HCA Midwest Health Heart and Vascular Institute, Kansas City, MO, USA
| | | | | | | | | | | | - John B Buse
- Medicine/Endocrinology, University of North Carolina School of Medicine, Chapel Hill, NC, USA
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Pöhlmann J, Mitchell BD, Bajpai S, Osumili B, Valentine WJ. Nasal Glucagon Versus Injectable Glucagon for Severe Hypoglycemia: A Cost-Offset and Budget Impact Analysis. J Diabetes Sci Technol 2019; 13:910-918. [PMID: 30700165 PMCID: PMC6955465 DOI: 10.1177/1932296819826577] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Severe hypoglycemic events (SHEs) in patients with diabetes are associated with substantial health care costs in the United States (US). Injectable glucagon (IG) is currently available for treatment of severe hypoglycemia but is associated with frequent handling errors. Nasal glucagon (NG) is a novel, easier-to-use treatment that is more often administered successfully. The economic impact of this usability advantage was explored in cost-offset and budget impact analyses for the US setting. METHODS A health economic model was developed to estimate mean costs per SHE for which treatment was attempted using NG or IG, which differed only in the probability of treatment success, based on a published usability study. The budget impact of NG was projected over 2 years for patients with type 1 diabetes (T1D) and type 2 diabetes treated with basal-bolus insulin (T2D-BB). Epidemiologic and cost data were sourced from the literature and/or fee schedules. RESULTS Mean costs were $992 lower if NG was used compared with IG per SHE for which a user attempted treatment. NG was estimated to reduce SHE-related spending by $1.1 million and $230 000 over 2 years in 10 000 patients each with T1D and T2D-BB, respectively. Reduced spending resulted from reduced professional emergency services utilization as successful treatment was more likely with NG. CONCLUSIONS The usability advantage of NG over IG was projected to reduce SHE-related treatment costs in the US setting. NG has the potential to improve hypoglycemia emergency care and reduce SHE-related treatment costs.
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Affiliation(s)
- Johannes Pöhlmann
- Ossian Health Economics and Communications, Basel, Switzerland
- Johannes Pöhlmann, MSc, MPH, Ossian Health Economics and Communications, Bäumleingasse 20, 4051 Basel, Switzerland.
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Billings LK, Mocarski M, Basse A, Hunt B, Valentine WJ, Jodar E. Cost of achieving HbA1c and weight loss treatment targets with IDegLira vs insulin glargine U100 plus insulin aspart in the USA. Clinicoecon Outcomes Res 2019; 11:271-282. [PMID: 30962697 PMCID: PMC6432901 DOI: 10.2147/ceor.s194719] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
Background Compared with basal-bolus insulin therapy (insulin glargine U100 plus insulin aspart), IDegLira has been shown to be associated with similar improvements in HbA1c, with superior weight loss and reduced hypoglycemia in patients with type 2 diabetes. The present analysis evaluated the cost per patient with type 2 diabetes achieving HbA1c-focused and composite treatment targets with IDegLira and insulin glargine U100 plus insulin aspart (≤4 times daily). Methods The proportions of patients achieving treatment targets were obtained from the treat-to-target, non-inferiority DUAL VII study (NCT02420262). The annual cost per patient achieving target (cost of control) was analyzed from a US healthcare payer perspective. The annual cost of control was assessed for eight prespecified endpoints and four post-hoc endpoints. Results The number needed to treat to bring one patient to targets of HbA1c <7.0% and HbA1c ≤6.5% was similar with IDegLira and insulin glargine U100 plus insulin aspart. However, when weight gain and/or hypoglycemia were included, the number needed to treat was lower with IDegLira. IDegLira and insulin glargine U100 plus insulin aspart had similar costs of control for HbA1c <7.0%. However, cost of control values were substantially lower with IDegLira when the more stringent target of HbA1c ≤6.5% was used, and when patient-centered outcomes of hypoglycemia risk and impact on weight were included. Conclusion IDegLira was shown to be a cost-effective treatment vs insulin glargine U100 plus insulin aspart for patients with type 2 diabetes not achieving glycemic targets on basal insulin in the USA.
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Affiliation(s)
- L K Billings
- Division of Endocrinology and Metabolism, NorthShore University HealthSystem, Skokie, IL, USA.,Department of Medicine, University of Chicago Pritzker School of Medicine, Chicago, IL, USA
| | - M Mocarski
- Value Evidence and Outcomes, Novo Nordisk Inc., Plainsboro, NJ, USA
| | - A Basse
- Market Access-Region AAMEO, Novo Nordisk Pharma Gulf FZ-LLC, Dubai, United Arab Emirates
| | - B Hunt
- Health Economics, Ossian Health Economics and Communications, Basel, Switzerland,
| | - W J Valentine
- Health Economics, Ossian Health Economics and Communications, Basel, Switzerland,
| | - E Jodar
- Department of Endocrinology and Clinical Nutrition, H.U. Quirón Salud Madrid & Ruber Juan Bravo, Universidad Europea de Madrid, Madrid, Spain
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Palmer AJ, Si L, Tew M, Hua X, Willis MS, Asseburg C, McEwan P, Leal J, Gray A, Foos V, Lamotte M, Feenstra T, O'Connor PJ, Brandle M, Smolen HJ, Gahn JC, Valentine WJ, Pollock RF, Breeze P, Brennan A, Pollard D, Ye W, Herman WH, Isaman DJ, Kuo S, Laiteerapong N, Tran-Duy A, Clarke PM. Computer Modeling of Diabetes and Its Transparency: A Report on the Eighth Mount Hood Challenge. Value Health 2018; 21:724-731. [PMID: 29909878 PMCID: PMC6659402 DOI: 10.1016/j.jval.2018.02.002] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Revised: 02/04/2018] [Accepted: 02/05/2018] [Indexed: 05/20/2023]
Abstract
OBJECTIVES The Eighth Mount Hood Challenge (held in St. Gallen, Switzerland, in September 2016) evaluated the transparency of model input documentation from two published health economics studies and developed guidelines for improving transparency in the reporting of input data underlying model-based economic analyses in diabetes. METHODS Participating modeling groups were asked to reproduce the results of two published studies using the input data described in those articles. Gaps in input data were filled with assumptions reported by the modeling groups. Goodness of fit between the results reported in the target studies and the groups' replicated outputs was evaluated using the slope of linear regression line and the coefficient of determination (R2). After a general discussion of the results, a diabetes-specific checklist for the transparency of model input was developed. RESULTS Seven groups participated in the transparency challenge. The reporting of key model input parameters in the two studies, including the baseline characteristics of simulated patients, treatment effect and treatment intensification threshold assumptions, treatment effect evolution, prediction of complications and costs data, was inadequately transparent (and often missing altogether). Not surprisingly, goodness of fit was better for the study that reported its input data with more transparency. To improve the transparency in diabetes modeling, the Diabetes Modeling Input Checklist listing the minimal input data required for reproducibility in most diabetes modeling applications was developed. CONCLUSIONS Transparency of diabetes model inputs is important to the reproducibility and credibility of simulation results. In the Eighth Mount Hood Challenge, the Diabetes Modeling Input Checklist was developed with the goal of improving the transparency of input data reporting and reproducibility of diabetes simulation model results.
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Affiliation(s)
- Andrew J Palmer
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia.
| | - Lei Si
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Michelle Tew
- Centre for Health Policy, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Xinyang Hua
- Centre for Health Policy, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | | | | | - Phil McEwan
- Health Economics and Outcomes Research Ltd., Cardiff, UK
| | - José Leal
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Alastair Gray
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Volker Foos
- IQVIA, Real-World Evidence Solutions, Zaventem, Belgium
| | - Mark Lamotte
- IQVIA, Real-World Evidence Solutions, Zaventem, Belgium
| | - Talitha Feenstra
- National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands; Groningen University, University Medical Center Groningen, Groningen, The Netherlands
| | - Patrick J O'Connor
- HealthPartners Institute and HealthPartners Center for Chronic Care Innovation, Minneapolis, MN, USA
| | - Michael Brandle
- Department of Internal Medicine, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | | | - James C Gahn
- Medical Decision Modeling Inc., Indianapolis, IN, USA
| | | | | | - Penny Breeze
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Alan Brennan
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Daniel Pollard
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Wen Ye
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA
| | - William H Herman
- Departments of Internal Medicine and Epidemiology, University of Michigan, Ann Arbor, MI, USA
| | - Deanna J Isaman
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA
| | - Shihchen Kuo
- Departments of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | | | - An Tran-Duy
- Centre for Health Policy, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Philip M Clarke
- Centre for Health Policy, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
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Pollock RF, Valentine WJ, Marso SP, Gundgaard J, Hallén N, Hansen LL, Tutkunkardas D, Buse JB. DEVOTE 5: Evaluating the Short-Term Cost-Utility of Insulin Degludec Versus Insulin Glargine U100 in Basal-Bolus Regimens for Type 2 Diabetes in the UK. Diabetes Ther 2018; 9:1217-1232. [PMID: 29713962 PMCID: PMC5984933 DOI: 10.1007/s13300-018-0430-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Indexed: 11/20/2022] Open
Abstract
INTRODUCTION The aim of this study was to evaluate the short-term cost-utility of insulin degludec (degludec) versus insulin glargine 100 units/mL (glargine U100) for the treatment of type 2 diabetes in the basal-bolus subgroup of the head-to-head cardiovascular (CV) outcome trial, DEVOTE. METHODS A cost-utility analysis was conducted over a 2-year time horizon using a decision analytic model to compare costs in patients receiving once daily degludec or glargine U100, both as part of a basal-bolus regimen, in addition to standard care. Clinical outcomes and patient characteristics were taken exclusively from DEVOTE, whilst health-related quality of life utilities and UK-specific costs (expressed in 2016 GBP) were obtained from the literature. The analysis was conducted from the perspective of the National Health Service. RESULTS Degludec was associated with mean cost savings of GBP 28.78 per patient relative to glargine U100 in patients with type 2 diabetes at high CV risk. Cost savings were driven by the reduction in risk of diabetes-related complications with degludec, which offset the higher treatment costs relative to glargine U100. Degludec was associated with a mean improvement of 0.0064 quality-adjusted life-years (QALYs) compared with glargine U100, with improvements driven predominantly by lower rates of severe hypoglycemia with degludec versus glargine U100. Improvements in quality-adjusted life expectancy combined with cost neutrality resulted in degludec being dominant over glargine U100. Sensitivity analyses demonstrated that the incremental cost-utility ratio was stable to variations in the majority of model inputs. CONCLUSION The present short-term modeling analysis found that for the basal-bolus subgroup of patients in DEVOTE, with a high risk of CV events, degludec was cost neutral (no additional costs) compared with glargine U100 over a 2-year time horizon in the UK setting. Furthermore, there were QALY gains with degludec, particularly due to the reduction in the risk of severe hypoglycemia. FUNDING Novo Nordisk A/S. TRIAL REGISTRATION ClinicalTrials.gov identifier, NCT01959529.
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Affiliation(s)
- Richard F Pollock
- Ossian Health Economics and Communications GmbH, Basel, Switzerland.
| | | | - Steven P Marso
- HCA Midwest Health Heart and Vascular Institute, Kansas City, MO, USA
| | | | | | | | | | - John B Buse
- University of North Carolina School of Medicine, Medicine/Endocrinology, Chapel Hill, NC, USA
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Wang L, Ye Q, Nielsen OK, Gadegaard A, Valentine WJ, Hunt B, Wang L. Evaluation of the Long-Term Impact of Improving Care for People with Type 2 Diabetes in China. Value Health Reg Issues 2018; 15:169-174. [PMID: 29754037 DOI: 10.1016/j.vhri.2018.03.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Revised: 02/05/2018] [Accepted: 03/04/2018] [Indexed: 11/26/2022]
Abstract
BACKGROUND The member states of the United Nations launched 17 sustainable development goals (SDGs) as part of the 2030 Sustainable Development Agenda. SDG target 3.4 focused on reducing premature mortality from noncommunicable diseases by one-third by 2030 through prevention and treatment and promoting mental health and well-being. Diabetes is associated with significant clinical and economic burden in China. OBJECTIVES To examine the impact of improving care for people with diabetes in China, and how this relates to achieving SDG target 3.4. METHODS Long-term outcomes were projected for people with type 2 diabetes meeting treatment targets recommended by the Chinese Diabetes Society versus remaining at current care. Baseline characteristics were taken from the China Noncommunicable Disease Surveillance Study. Costs of treating diabetes-related complications were accounted in 2015 Chinese yuan (CNY). Outcomes were discounted at 3% annually when appropriate. RESULTS Bringing people with diabetes to treatment targets was associated with improved mean undiscounted life expectancy compared with current care (by 0.42 years). Nationally, discounted cost savings of up to CNY540 billion could be generated as a result of reduced onset of diabetes-related complications if all people with diabetes achieved treatment targets. Bringing people to treatment targets reduced premature mortality from diabetes by 6% compared with current care. CONCLUSIONS Long-term projections suggested that bringing people with diabetes to treatment targets resulted in improved life expectancy and significant cost savings. However, this was not sufficient to meet SDG target 3.4, indicating that diabetes prevention should form a key objective in China.
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Affiliation(s)
- Limin Wang
- National Center for Chronic and Noncommunicable Diseases Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Qing Ye
- Novo Nordisk A/S, Copenhagen, Denmark
| | | | | | | | - Barnaby Hunt
- Ossian Health Economics and Communications GmbH, Basel, Switzerland.
| | - Linhong Wang
- National Center for Chronic and Noncommunicable Diseases Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
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Jendle J, Ericsson Å, Hunt B, Valentine WJ, Pollock RF. Achieving Good Glycemic Control Early After Onset of Diabetes: A Cost-Effectiveness Analysis in Patients with Type 1 Diabetes in Sweden. Diabetes Ther 2018; 9:87-99. [PMID: 29204855 PMCID: PMC5801230 DOI: 10.1007/s13300-017-0344-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Indexed: 12/20/2022] Open
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.
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Affiliation(s)
- Johan Jendle
- School of Medical Sciences, Örebro University, Örebro, Sweden
| | | | - Barnaby Hunt
- Ossian Health Economics and Communications GmbH, Basel, Switzerland
| | | | - Richard F Pollock
- Ossian Health Economics and Communications GmbH, Basel, Switzerland.
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Pollock RF, Chubb B, Valentine WJ, Heller S. Evaluating the cost-effectiveness of insulin detemir versus neutral protamine Hagedorn insulin in patients with type 1 or type 2 diabetes in the UK using a short-term modeling approach. Diabetes Metab Syndr Obes 2018; 11:217-226. [PMID: 29844693 PMCID: PMC5962301 DOI: 10.2147/dmso.s156739] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND To estimate the short-term cost-effectiveness of insulin detemir (IDet) versus neutral protamine Hagedorn (NPH) insulin based on the incidence of non-severe hypoglycemia and changes in body weight in subjects with type 1 diabetes (T1D) or type 2 diabetes (T2D) in the UK. METHODS A model was developed to evaluate cost-effectiveness based on non-severe hypoglycemia, body mass index, and pharmacy costs over 1 year. Published rates of non-severe hypoglycemia were employed in the T1D and T2D analyses, while reduced weight gain with IDet was modeled in the T2D analysis only. Effectiveness was calculated in terms of quality-adjusted life expectancy using published utility scores. Pharmacy costs were captured using published prices and defined daily doses. Costs were expressed in 2016 pounds sterling (GBP). Sensitivity analyses were performed (including probabilistic sensitivity analysis). RESULTS In T1D, IDet was associated with fewer non-severe hypoglycemic events than NPH insulin (126.7 versus 150.8 events per person-year), leading to an improvement of 0.099 quality-adjusted life years (QALYs). Costs with IDet were GBP 60 higher, yielding an incremental cost-effectiveness ratio (ICER) of GBP 610 per QALY gained. In T2D, mean non-severe hypoglycemic event rates and body weight were lower with IDet than NPH insulin, leading to a total incremental utility of 0.120, accompanied by an annual cost increase of GBP 171, yielding an ICER of GBP 1,422 per QALY gained for IDet versus NPH insulin. CONCLUSION Short-term health economic evaluation showed IDet to be a cost-effective alternative to NPH insulin in the UK due to lower rates of non-severe hypoglycemia (T1D and T2D) and reduced weight gain (T2D only).
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Affiliation(s)
- Richard F Pollock
- Health Economics and Outcomes Research, Ossian Health Economics and Communications GmbH, Basel, Switzerland
- Correspondence: Richard F Pollock, Ossian Health Economics and Communications GmbH, Bäumleingasse 20, 4051 Basel, Switzerland, Tel +41 61 271 6214, Email
| | | | - William J Valentine
- Health Economics and Outcomes Research, Ossian Health Economics and Communications GmbH, Basel, Switzerland
| | - Simon Heller
- Department of Oncology & Metabolism, The University of Sheffield, Sheffield, UK
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Valentine WJ, Tokuoka SM, Hishikawa D, Kita Y, Shindou H, Shimizu T. LPAAT3 incorporates docosahexaenoic acid into skeletal muscle cell membranes and is upregulated by PPARδ activation. J Lipid Res 2017; 59:184-194. [PMID: 29284664 PMCID: PMC5794415 DOI: 10.1194/jlr.m077321] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2017] [Revised: 11/30/2017] [Indexed: 12/31/2022] Open
Abstract
Adaption of skeletal muscle to endurance exercise includes PPARδ- and AMP-activated protein kinase (AMPK)/PPARγ coactivator 1α-mediated transcriptional responses that result in increased oxidative capacity and conversion of glycolytic to more oxidative fiber types. These changes are associated with whole-body metabolic alterations including improved glucose handling and resistance to obesity. Increased DHA (22:6n-3) content in phosphatidylcholine (PC) and phosphatidylethanolamine (PE) is also reported in endurance exercise-trained glycolytic muscle; however, the DHA-metabolizing enzymes involved and the biological significance of the enhanced DHA content are unknown. In the present study, we identified lysophosphatidic acid acyltransferase (LPAAT)3 as an enzyme that was upregulated in myoblasts during in vitro differentiation and selectively incorporated DHA into PC and PE. LPAAT3 expression was increased by pharmacological activators of PPARδ or AMPK, and combination treatment led to further increased LPAAT3 expression and enhanced incorporation of DHA into PC and PE. Our results indicate that LPAAT3 was upregulated by exercise-induced signaling pathways and suggest that LPAAT3 may also contribute to the enhanced phospholipid-DHA content of endurance-trained muscles. Identification of DHA-metabolizing enzymes in the skeletal muscle will help to elucidate broad metabolic effects of DHA.
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Affiliation(s)
- William J Valentine
- Department of Lipid Signaling, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo 162-8655, Japan
| | - Suzumi M Tokuoka
- Departments of Lipidomics University of Tokyo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Daisuke Hishikawa
- Department of Lipid Signaling, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo 162-8655, Japan
| | - Yoshihiro Kita
- Departments of Lipidomics University of Tokyo, Bunkyo-ku, Tokyo 113-0033, Japan.,Life Sciences Core Facility, Graduate School of Medicine, University of Tokyo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Hideo Shindou
- Department of Lipid Signaling, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo 162-8655, Japan .,Lipid Science, University of Tokyo, Bunkyo-ku, Tokyo 113-0033, Japan.,Japan Agency for Medical Research and Development (AMED) Chiyoda-ku, Tokyo 100-0004, Japan
| | - Takao Shimizu
- Department of Lipid Signaling, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo 162-8655, Japan.,Departments of Lipidomics University of Tokyo, Bunkyo-ku, Tokyo 113-0033, Japan
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Russell‐Jones D, Heller SR, Buchs S, Sandberg A, Valentine WJ, Hunt B. Projected long-term outcomes in patients with type 1 diabetes treated with fast-acting insulin aspart vs conventional insulin aspart in the UK setting. Diabetes Obes Metab 2017; 19:1773-1780. [PMID: 28573681 PMCID: PMC5697732 DOI: 10.1111/dom.13026] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2017] [Revised: 05/19/2017] [Accepted: 05/29/2017] [Indexed: 11/28/2022]
Abstract
AIM To assess the impact of faster aspart vs insulin aspart on long-term clinical outcomes and costs for patients with type 1 diabetes mellitus (T1DM) in the UK setting. METHODS The QuintilesIMS CORE Diabetes Model was used to project clinical outcomes and costs over patient lifetimes in a cohort with data on baseline characteristics from the "onset 1" trial. Treatment effects were taken from the 26-week main phase of the onset 1 trial, with costs and utilities based on literature review. Future costs and clinical benefits were discounted at 3.5% annually. RESULTS Projections indicated that faster aspart was associated with improved discounted quality-adjusted life expectancy (by 0.13 quality-adjusted life-years) vs insulin aspart. Improved clinical outcomes resulted from fewer diabetes-related complications and a delayed time to their onset with faster aspart. Faster aspart was found to be associated with reduced costs vs insulin aspart (cost savings of £1715), resulting from diabetes-related complications avoided and reduced treatment costs. CONCLUSIONS Faster aspart was associated with improved clinical outcomes and cost savings vs insulin aspart for patients with T1DM in the UK setting.
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Affiliation(s)
- David Russell‐Jones
- Department of Diabetes and Endocrinology, Royal Surrey County HospitalGuildfordUK
| | - Simon R. Heller
- Department of Oncology and Metabolism, University of SheffieldSheffieldUK
| | | | | | | | - Barnaby Hunt
- Ossian Health Economics and CommunicationsBaselSwitzerland
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Hishikawa D, Valentine WJ, Iizuka-Hishikawa Y, Shindou H, Shimizu T. Metabolism and functions of docosahexaenoic acid-containing membrane glycerophospholipids. FEBS Lett 2017; 591:2730-2744. [PMID: 28833063 PMCID: PMC5639365 DOI: 10.1002/1873-3468.12825] [Citation(s) in RCA: 68] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2017] [Revised: 08/13/2017] [Accepted: 08/17/2017] [Indexed: 12/12/2022]
Abstract
Omega‐3 (ω‐3) fatty acids (FAs) such as docosahexaenoic acid (DHA) and eicosapentaenoic acid (EPA) are known to have important roles in human health and disease. Besides being utilized as fuel, ω‐3 FAs have specific functions based on their structural characteristics. These functions include serving as ligands for several receptors, precursors of lipid mediators, and components of membrane glycerophospholipids (GPLs). Since ω‐3 FAs (especially DHA) are highly flexible, the levels of DHA in GPLs may affect membrane biophysical properties such as fluidity, flexibility, and thickness. Here, we summarize some of the cellular mechanisms for incorporating DHA into membrane GPLs and propose biological effects and functions of DHA‐containing membranes of several cell and tissue types.
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Affiliation(s)
- Daisuke Hishikawa
- Department of Lipid Signaling, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo, Japan
| | - William J Valentine
- Department of Lipid Signaling, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo, Japan
| | - Yoshiko Iizuka-Hishikawa
- Department of Lipid Signaling, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo, Japan
| | - Hideo Shindou
- Department of Lipid Signaling, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo, Japan.,Department of Lipid Science, The University of Tokyo, Bunkyo-ku, Japan.,AMED, Chiyoda-ku, Tokyo, Japan
| | - Takao Shimizu
- Department of Lipid Signaling, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo, Japan.,Department of Lipidomics Graduate School of Medicine, The University of Tokyo, Bunkyo-ku, Japan
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Hunt B, Mocarski M, Valentine WJ, Langer J. Evaluation of the long-term cost-effectiveness of IDegLira versus liraglutide added to basal insulin for patients with type 2 diabetes failing to achieve glycemic control on basal insulin in the USA. J Med Econ 2017; 20:663-670. [PMID: 28294641 DOI: 10.1080/13696998.2017.1301943] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND AND AIMS IDegLira, a fixed ratio combination of insulin degludec and glucagon-like peptide-1 receptor agonist liraglutide, utilizes the complementary mechanisms of action of these two agents to improve glycemic control with low risk of hypoglycemia and avoidance of weight gain. The aim of the present analysis was to assess the long-term cost-effectiveness of IDegLira vs liraglutide added to basal insulin, for patients with type 2 diabetes not achieving glycemic control on basal insulin in the US setting. METHODS Projections of lifetime costs and clinical outcomes were made using the IMS CORE Diabetes Model. Treatment effect data for patients receiving IDegLira and liraglutide added to basal insulin were modeled based on the outcomes of a published indirect comparison, as no head-to-head clinical trial data is currently available. Costs were accounted in 2015 US dollars ($) from a healthcare payer perspective. RESULTS IDegLira was associated with small improvements in quality-adjusted life expectancy compared with liraglutide added to basal insulin (8.94 vs 8.91 discounted quality-adjusted life years [QALYs]). The key driver of improved clinical outcomes was the greater reduction in glycated hemoglobin associated with IDegLira. IDegLira was associated with mean costs savings of $17,687 over patient lifetimes vs liraglutide added to basal insulin, resulting from lower treatment costs and cost savings as a result of complications avoided. CONCLUSIONS The present long-term modeling analysis found that IDegLira was dominant vs liraglutide added to basal insulin for patients with type 2 diabetes failing to achieve glycemic control on basal insulin in the US, improving clinical outcomes and reducing direct costs.
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Affiliation(s)
- B Hunt
- a Ossian Health Economics and Communications , Basel , Switzerland
| | - M Mocarski
- b Novo Nordisk Inc. , Plainsboro , NJ , USA
| | - W J Valentine
- a Ossian Health Economics and Communications , Basel , Switzerland
| | - J Langer
- c Novo Nordisk A/S , Søborg , Denmark
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Valentine WJ, Pollock RF, Saunders R, Bae J, Norrbacka K, Boye K. The Prime Diabetes Model: Novel Methods for Estimating Long-Term Clinical and Cost Outcomes in Type 1 Diabetes Mellitus. Value Health 2017; 20:985-991. [PMID: 28712629 DOI: 10.1016/j.jval.2016.12.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Accepted: 12/01/2016] [Indexed: 06/07/2023]
Abstract
BACKGROUND Recent publications describing long-term follow-up from landmark trials and diabetes registries represent an opportunity to revisit modeling options in type 1 diabetes mellitus (T1DM). OBJECTIVES To develop a new product-independent model capable of predicting long-term clinical and cost outcomes. METHODS After a systematic literature review to identify clinical trial and registry data, a model was developed (the PRIME Diabetes Model) to simulate T1DM progression and complication onset. The model runs as a patient-level simulation, making use of covariance matrices for cohort generation and risk factor progression, and simulating myocardial infarction, stroke, angina, heart failure, nephropathy, retinopathy, macular edema, neuropathy, amputation, hypoglycemia, ketoacidosis, mortality, and risk factor evolution. Several approaches novel to T1DM modeling were used, including patient characteristics and risk factor covariance, a glycated hemoglobin progression model derived from patient-level data, and model averaging approaches to evaluate complication risk. RESULTS Validation analyses comparing modeled outcomes with published studies demonstrated that the PRIME Diabetes Model projects long-term patient outcomes consistent with those reported for a number of long-term studies. Macrovascular end points were reliably reproduced across five different populations and microvascular complication risk was accurately predicted on the basis of comparisons with landmark studies and published registry data. CONCLUSIONS The PRIME Diabetes Model is product-independent, available online, and has been developed in line with good practice guidelines. Validation has indicated that outcomes from long-term studies can be reliably reproduced. The model offers new approaches to long-standing challenges in diabetes modeling and may become a valuable tool for informing health care policy.
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Affiliation(s)
| | | | - Rhodri Saunders
- Ossian Health Economics and Communications, Basel, Switzerland
| | - Jay Bae
- Eli Lilly and Company, Indianapolis, IN, USA
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Hunt B, Kragh N, McConnachie CC, Valentine WJ, Rossi MC, Montagnoli R. Long-term Cost-effectiveness of Two GLP-1 Receptor Agonists for the Treatment of Type 2 Diabetes Mellitus in the Italian Setting: Liraglutide Versus Lixisenatide. Clin Ther 2017. [PMID: 28625506 DOI: 10.1016/j.clinthera.2017.05.354] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
PURPOSE Maintaining glycemic control is the key treatment target for patients with type 2 diabetes mellitus. In addition, the glucagon-like peptide-1 (GLP-1) receptor agonists may be associated with other favorable treatment characteristics, such as reduction in body weight and reduced risk of hypoglycemia compared with traditional diabetes interventions. The aim of the present analysis was to compare the long-term cost-effectiveness of 2 GLP-1 receptor agonists, liraglutide 1.8 mg and lixisenatide 20 μg (both administered once daily), in the treatment of patients with type 2 diabetes failing to achieve glycemic control with metformin monotherapy in the Italian setting. METHODS The IMS CORE Diabetes Model was used to project long-term clinical outcomes and subsequent costs (in 2015 Euros [€]) associated with liraglutide 1.8 mg versus lixisenatide 20 μg treatment in a cohort with baseline characteristics derived from the open-label LIRA-LIXI trial (Efficacy and Safety of Liraglutide Versus Lixisenatide as Add-on to Metformin in Subjects With Type 2 Diabetes; NCT01973231) over patient lifetimes from the perspective of a health care payer. Efficacy data were taken from the 26-week end points of the same trial, including changes in glycated hemoglobin, body mass index, serum lipid levels, and hypoglycemic event rates. Outcomes projected included life expectancy, quality-adjusted life expectancy, cumulative incidence and time to onset of diabetes-related complications, and direct medical costs. Outcomes were discounted at 3% annually, and sensitivity analyses were performed. FINDINGS Liraglutide 1.8 mg was associated with improved discounted life expectancy (14.07 vs 13.96 years) and quality-adjusted life expectancy (9.18 vs 9.06 quality-adjusted life years [QALYs]) compared with lixisenatide 20 μg. These improvements were mostly attributable to a greater reduction in glycated hemoglobin level with liraglutide 1.8 mg versus lixisenatide 20 μg, leading to reduced incidence and increased time to onset of diabetes-related complications. Compared with lixisenatide 20 μg, liraglutide 1.8 mg was associated with increased total costs over patient lifetimes (€41,623 vs €41,380), but this was offset by lower costs of treating diabetes-related complications (€26,682 vs €27,476). Liraglutide 1.8 mg was associated with an incremental cost-effectiveness ratio of €2001 per QALY gained versus lixisenatide 20 μg. At a willingness-to-pay threshold of €30,000 per QALY gained, liraglutide 1.8 mg had a probability of 77.2% of being cost-effective. IMPLICATIONS Based on long-term projections, liraglutide 1.8 mg is likely to be considered cost-effective compared with lixisenatide 20 μg for the treatment of patients with type 2 diabetes in Italy.
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Affiliation(s)
- Barnaby Hunt
- Ossian Health Economics and Communications, Basel, Switzerland.
| | | | | | | | - Maria C Rossi
- Center for Outcomes Research and Clinical Epidemiology (CORESEARCH), Pescara, Italy
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Abstract
INTRODUCTION Treatment with IDegLira has the potential to improve glycemic control in patients with type 2 diabetes mellitus (T2DM) without the weight gain and with a lower risk of hypoglycemia than with other therapies. The aim of the present analysis was to evaluate the long-term cost-effectiveness of IDegLira versus insulin glargine U100 with re-education and up-titration of the dose for treatment of patients with T2DM failing to achieve glycemic control on basal insulin in the US setting. METHODS Data were obtained from the DUAL V randomized controlled trial in which adults with T2DM failing to achieve glycemic targets with insulin glargine U100 were randomly allocated to receive either IDegLira or insulin glargine U100. Long-term projections of clinical outcomes and direct costs were made using the IMS CORE Diabetes Model. Costs were accounted from a healthcare payer perspective. Future costs and clinical benefits were discounted at 3% annually. RESULTS IDegLira was associated with improved discounted life expectancy (13.99 [standard deviation 0.19] versus 13.82 [standard deviation 0.20] years) and quality-adjusted life expectancy (9.14 [standard deviation 0.12] versus 8.87 [standard deviation 0.13] quality-adjusted life years [QALYs]) compared to insulin glargine U100. IDegLira was associated with increased direct costs of $16,970, yielding an incremental cost-effectiveness ratio (ICER) of $63,678 per QALY gained versus insulin glargine U100. Sensitivity analyses identified that the key driver of cost-effectiveness was the greater reduction in glycated hemoglobin with IDegLira compared with insulin glargine U100. CONCLUSIONS Based on head-to-head clinical trial data, the present analysis suggests that IDegLira is likely to improve long-term clinical outcomes for patients with T2DM not achieving glycemic control on basal insulin compared to re-education and up-titration of the dose of insulin glargine U100, with these improvements coming at an increased cost from a healthcare payer perspective. An ICER within the range described as high care value was calculated, suggesting IDegLira is a cost-effective treatment option in the US. FUNDING Novo Nordisk A/S and Novo Nordisk Inc.
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Affiliation(s)
- Barnaby Hunt
- Ossian Health Economics and Communications GmbH, Basel, Switzerland.
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Hunt B, Vega-Hernandez G, Valentine WJ, Kragh N. Evaluation of the long-term cost-effectiveness of liraglutide vs lixisenatide for treatment of type 2 diabetes mellitus in the UK setting. Diabetes Obes Metab 2017; 19:842-849. [PMID: 28124820 DOI: 10.1111/dom.12890] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2016] [Revised: 01/16/2017] [Accepted: 01/20/2017] [Indexed: 12/20/2022]
Abstract
AIMS To compare the cost-effectiveness of 2 glucagon-like peptide-1 (GLP-1) receptor agonists, liraglutide 1.8 mg and lixisenatide 20 µg, in the UK setting based on the LIRA-LIXI trial (NCT01973231). MATERIALS AND METHODS Projections of costs (in 2015 pounds sterling [£]) and clinical outcomes were made over patient lifetimes using the IMS CORE Diabetes Model (IMS Health, Basel, Switzerland). The baseline cohort and treatment effects applied after initiation of GLP-1 receptor agonists were taken from the LIRA-LIXI trial. Future costs and clinical benefits were discounted at 3.5% annually. RESULTS Liraglutide 1.8 mg was associated with improved discounted quality-adjusted life expectancy (8.87 vs 8.76 quality-adjusted life years [QALYs]) vs lixisenatide 20 µg. A greater reduction in glycated haemoglobin with liraglutide 1.8 mg led to fewer diabetes-related complications and delayed their time of onset. Liraglutide 1.8 mg was associated with increased total costs (£37 153 vs £36 174), driven by higher acquisition costs, but this was partially offset by savings from diabetes-related complications avoided (£26 969 vs £27 912). Liraglutide 1.8 mg was associated with an incremental cost-effectiveness ratio of £8901 per QALY gained vs lixisenatide 20 µg. CONCLUSIONS Long-term projections suggest that treatment of patients with type 2 diabetes with liraglutide 1.8 mg is likely to be considered highly cost-effective compared with lixisenatide 20 µg treatment in the UK setting.
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Affiliation(s)
- Barnaby Hunt
- Ossian Health Economics and Communications, Basel, Switzerland
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Hunt B, Mocarski M, Valentine WJ, Langer J. Evaluation of the Short-Term Cost-Effectiveness of IDegLira Versus Continued Up-Titration of Insulin Glargine U100 in Patients with Type 2 Diabetes in the USA. Adv Ther 2017; 34:954-965. [PMID: 28281218 PMCID: PMC5435780 DOI: 10.1007/s12325-017-0502-2] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Indexed: 11/29/2022]
Abstract
Introduction Effective glycemic control can reduce the risk of complications and their related costs in type 2 diabetes mellitus (T2DM). However, many patients fail to reach glycemic targets, often because of adverse effects of treatment (including hypoglycemia or weight gain). The present analysis evaluated the short-term cost-effectiveness of IDegLira versus continued up-titration of insulin glargine U100 in patients with T2DM failing to achieve glycemic control on basal insulin in the US setting. Methods The cost per patient achieving treatment target (cost of control) was assessed for various single and composite endpoints for the entire trial population and in patients with baseline glycated hemoglobin (HbA1c) >8.0% and HbA1c >9.0%. The proportions of patients achieving treatment targets were analyzed using data obtained in the DUAL V study. Costs were accounted based on published wholesale acquisition costs. Results When assessing the full trial population, IDegLira was associated with lower annual cost of control than continued up-titration of insulin glargine U100 for patients achieving HbA1c ≤6.5% without confirmed hypoglycemia (by $10,608), HbA1c ≤6.5% without weight gain (by $29,215), and HbA1c ≤6.5% without confirmed hypoglycemia and weight gain (by $57,351). A similar pattern was observed when multifactorial treatment targets were based on achieving a glycemic target of 7.0%. When only HbA1c was considered, IDegLira was associated with a lower cost per patient achieving HbA1c ≤6.5% (by $3306) but cost of control was equivalent for a target of HbA1c <7.0%. In patients with baseline HbA1c >8.0% and HbA1c >9.0%, IDegLira was associated with a lower cost of control for all treatment targets. Conclusion The significantly greater clinical efficacy in terms of bringing patients to treatment targets identified in the DUAL V study results in lower cost of control values for IDegLira versus continued up-titration of insulin glargine U100 in the USA. This suggests IDegLira is a cost-effective treatment option in the USA. Funding Novo Nordisk A/S and Novo Nordisk Inc.
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Affiliation(s)
- Barnaby Hunt
- Ossian Health Economics and Communications, Basel, Switzerland.
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Mezquita-Raya P, Ramírez de Arellano A, Kragh N, Vega-Hernandez G, Pöhlmann J, Valentine WJ, Hunt B. Liraglutide Versus Lixisenatide: Long-Term Cost-Effectiveness of GLP-1 Receptor Agonist Therapy for the Treatment of Type 2 Diabetes in Spain. Diabetes Ther 2017; 8:401-415. [PMID: 28224463 PMCID: PMC5380501 DOI: 10.1007/s13300-017-0239-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2016] [Indexed: 12/13/2022] Open
Abstract
INTRODUCTION Glucagon-like peptide-1 (GLP-1) receptor agonists are used successfully in the treatment of patients with type 2 diabetes as they are associated with low hypoglycemia rates, weight loss and improved glycemic control. This study compared, in the Spanish setting, the cost-effectiveness of liraglutide 1.8 mg versus lixisenatide 20 μg, both GLP-1 receptor agonists, for patients with type 2 diabetes who had not achieved glycemic control targets on metformin monotherapy. METHODS The IMS CORE Diabetes Model was used to project clinical outcomes and costs, expressed in 2015 Euros, over patient lifetimes. Baseline cohort data and treatment effects were taken from the 26-week, open-label LIRA-LIXI™ trial (NCT01973231). Treatment and management costs of diabetes-related complications were retrieved from published sources and databases. Future benefits and costs were discounted by 3% annually. Sensitivity analyses were conducted. RESULTS Compared with lixisenatide 20 μg, liraglutide 1.8 mg was associated with higher life expectancy (14.42 vs. 14.29 years), higher quality-adjusted life expectancy [9.40 versus 9.26 quality-adjusted life years (QALYs)] and a reduced incidence of diabetes-related complications. Higher acquisition costs resulted in higher total costs for liraglutide 1.8 mg (EUR 42,689) than for lixisenatide 20 μg (EUR 42,143), but these were partly offset by reduced costs of treating diabetes-related complications (EUR 29,613 vs. EUR 30,636). Projected clinical outcomes and costs resulted in an incremental cost-effectiveness ratio of EUR 4113 per QALY gained for liraglutide 1.8 mg versus lixisenatide 20 μg. CONCLUSIONS Long-term projections in the Spanish setting suggest that liraglutide 1.8 mg is likely to be cost-effective compared with lixisenatide 20 μg in type 2 diabetes patients who have not achieved glycemic control targets on metformin monotherapy. Liraglutide 1.8 mg presents a clinically and economically attractive treatment option in the Spanish setting.
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Affiliation(s)
- Pedro Mezquita-Raya
- Unidad de Endocrinología y Nutrición, Hospital Torrecárdenas, Almería, Spain
| | | | | | | | | | | | - Barnaby Hunt
- Ossian Health Economics and Communications, Basel, Switzerland.
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Hunt B, Ye Q, Valentine WJ, Ashley D. Evaluating the Long-Term Cost-Effectiveness of Daily Administered GLP-1 Receptor Agonists for the Treatment of Type 2 Diabetes in the United Kingdom. Diabetes Ther 2017; 8:129-147. [PMID: 28058656 PMCID: PMC5306118 DOI: 10.1007/s13300-016-0219-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2016] [Indexed: 01/14/2023] Open
Abstract
INTRODUCTION The glucagon-like peptide-1 (GLP-1) receptor agonist class has grown in the last decade, with several agents available in the UK. However there is currently a paucity of evidence regarding the relative cost-effectiveness of liraglutide 1.2 mg versus other daily administered GLP-1 receptor agonists, due to a lack of head-to-head trial data. Therefore the present analysis was performed, using results from a network meta-analysis (NMA), to compare the cost-effectiveness of three currently available daily administered GLP-1 receptor agonists for treatment of diabetes in the UK setting. METHODS A validated and published diabetes model was used to make long-term projections of clinical outcomes and direct costs (2015 GBP) for patients receiving liraglutide 1.2 mg once-daily, exenatide 10 μg twice daily and lixisenatide 20 μg once-daily. Treatment effects were taken from an NMA evaluating the efficacy of GLP-1 receptor agonists and were applied in a cohort based on the Liraglutide Effect and Action in Diabetes 6 (LEAD-6) trial. Costs and utilities were based on published sources. RESULTS Liraglutide 1.2 mg was associated with improved quality-adjusted life expectancy versus exenatide [9.19 versus 9.17 quality-adjusted life years (QALYs)] and lixisenatide (9.19 versus 9.12 QALYs). Improvements were driven by benefits in glycemic control, leading to a reduced incidence of diabetes-related complications. Liraglutide 1.2 mg was associated with reduced costs versus exenatide (GBP 36,394 versus GBP 36,547) and lixisenatide (GBP 36,394 versus GBP 36,496), with cost savings as a result of complications avoided entirely offsetting increased acquisition costs. Based on the projected outcomes, liraglutide was found to be dominant over both exenatide and lixisenatide. CONCLUSION Liraglutide 1.2 mg is likely to be considered cost-effective versus alternative daily administered GLP-1 receptor agonists for treatment of type 2 diabetes in the UK.
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Affiliation(s)
- Barnaby Hunt
- Ossian Health Economics and Communications, Basel, Switzerland
| | - Qing Ye
- Novo Nordisk A/S, Søborg, Denmark
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Loncaster J, Armstrong A, Howell S, Wilson G, Welch R, Chittalia A, Valentine WJ, Bundred NJ. Impact of Oncotype DX breast Recurrence Score testing on adjuvant chemotherapy use in early breast cancer: Real world experience in Greater Manchester, UK. Eur J Surg Oncol 2017; 43:931-937. [PMID: 28111076 DOI: 10.1016/j.ejso.2016.12.010] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2016] [Accepted: 12/07/2016] [Indexed: 10/20/2022]
Abstract
BACKGROUND The National Institute for Health and Clinical Excellence (NICE) recommended the Oncotype DX® Breast Recurrence Score® (RS) assay as an option for informing adjuvant chemotherapy decisions in node-negative, oestrogen receptor (ER)+, human epidermal growth factor receptor 2 (HER2)-negative early breast cancer assessed to be at intermediate risk of recurrence based on clinicopathological factors. We evaluated the impact of RS testing on adjuvant chemotherapy decision-making in routine clinical practice in a UK Cancer Network. METHODS RS testing was performed in 201 females with newly diagnosed, ER+, HER2-negative, invasive breast cancer who underwent breast surgery with curative intent, were calculated to have a >3% overall survival benefit at 10 years from adjuvant chemotherapy based on PREDICT, and were considered for adjuvant chemotherapy. The impact of RS testing on adjuvant treatment decisions/associated cost was assessed. RESULTS In all patients, the multi-disciplinary team recommended chemotherapy but the RS result allowed 127/201 patients (63.2%) to avoid unnecessary adjuvant chemotherapy. Amongst ER+, HER2-negative, node-negative patients (eligible for Oncotype DX testing in UK guidelines), 60.3% were spared chemotherapy. In node-positive patients, the assay reduced the use of chemotherapy by 69.2%. The use of RS testing to guide treatment in these 201 patients was associated with significant cost saving (when considering the cost of RS testing for all patients plus chemotherapy and its associated cost for 74 patients). CONCLUSIONS Incorporating RS testing into routine clinical practice for selected node-negative and node-positive breast cancer patients significantly reduces the use of chemotherapy (p < 0.001) with its associated morbidity and costs.
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Affiliation(s)
- J Loncaster
- The Christie Hospital, Department of Medical Oncology, 550 Wilmslow Rd, Manchester, M20 4BX, UK
| | - A Armstrong
- The Christie Hospital, Department of Medical Oncology, 550 Wilmslow Rd, Manchester, M20 4BX, UK
| | - S Howell
- The Christie Hospital, Department of Medical Oncology, 550 Wilmslow Rd, Manchester, M20 4BX, UK
| | - G Wilson
- The Christie Hospital, Department of Medical Oncology, 550 Wilmslow Rd, Manchester, M20 4BX, UK
| | - R Welch
- The Christie Hospital, Department of Medical Oncology, 550 Wilmslow Rd, Manchester, M20 4BX, UK; Bolton Hospital NHS Foundation Trust, Bolton Breast Unit, Minerva Rd, Farnworth, Bolton, BL4 0JR, UK
| | - A Chittalia
- The Christie Hospital, Department of Medical Oncology, 550 Wilmslow Rd, Manchester, M20 4BX, UK
| | - W J Valentine
- Ossian Health Economics and Communications, Bäumleingasse 20, 4051 Basel, Switzerland
| | - N J Bundred
- Institute of Cancer Sciences, University of Manchester, Education and Research Centre, University Hospital of South Manchester, Southmoor Road, Wythenshawe, Manchester, M23 9LT, UK; University Hospital of South Manchester, Department of Surgery, Southmoor Road, Manchester, M23 9LT, UK.
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Smith-Palmer J, Bae JP, Boye KS, Norrbacka K, Hunt B, Valentine WJ. Evaluating health-related quality of life in type 1 diabetes: a systematic literature review of utilities for adults with type 1 diabetes. Clinicoecon Outcomes Res 2016; 8:559-571. [PMID: 27785079 PMCID: PMC5063604 DOI: 10.2147/ceor.s114699] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Background and aims Type 1 diabetes is a chronic condition associated with micro- and macrovascular complications that have a notable impact on health-related quality of life, the magnitude of which can be quantified via the use of utility values. The aim of this review was to conduct a systematic literature review to identify and compare published health state utility values for adults with type 1 diabetes both, with and without diabetes-related complications. Methods Literature searches of the PubMed, EMBASE, and Cochrane Library databases were performed to identify English language studies on adults with type 1 diabetes, published from 2000 onward, reporting utility values for patients with or without diabetes-related complications or assessing the impact of changes in HbA1c or body mass index on quality of life. For inclusion, studies were required to report utilities elicited using validated methods. Results A total of 20 studies were included in the final review that included utility values elicited using the EuroQuol five dimensions questionnaire (n=9), 15D questionnaire (n=2), Quality of Well-Being scale (n=4), time trade-off (n=3), and standard gamble (n=2) methods. For patients with no complications, reported utility values ranged from 0.90 to 0.98. Complications including stroke (reported disutility range, −0.105 to −0.291), neuropathy (range, −0.055 to −0.358), and blindness (range, −0.132 to −0.208) were associated with the largest decrements in utility values. The magnitude of utility values and utility decrements was influenced by the assessment method used. Conclusion Complications lead to impaired health-related quality of life in patients with type 1 diabetes, the magnitude of which is influenced by the method used to determine utilities. There is currently a lack of utility data for certain complications of type 1 diabetes, meaning that many economic evaluations have relied on a combination of type 1 and type 2 diabetes utilities, despite differences between the conditions and populations, or type 1 diabetes-specific utilities derived from different instruments.
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Affiliation(s)
| | - Jay P Bae
- Eli Lilly and Company, Indianapolis, IN, USA
| | | | | | - Barnaby Hunt
- Ossian Health Economics and Communications GmbH, Basel, Switzerland
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Roussel R, Martinez L, Vandebrouck T, Douik H, Emiel P, Guery M, Hunt B, Valentine WJ. Evaluation of the long-term cost-effectiveness of liraglutide therapy for patients with type 2 diabetes in France. J Med Econ 2016; 19:121-34. [PMID: 26413789 DOI: 10.3111/13696998.2015.1100998] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVES The present study aimed to compare the projected long-term clinical and cost implications associated with liraglutide, sitagliptin and glimepiride in patients with type 2 diabetes mellitus failing to achieve glycemic control on metformin monotherapy in France. METHODS Clinical input data for the modeling analysis were taken from two randomized, controlled trials (LIRA-DPP4 and LEAD-2). Long-term (patient lifetime) projections of clinical outcomes and direct costs (2013 Euros; €) were made using a validated computer simulation model of type 2 diabetes. Costs were taken from published France-specific sources. Future costs and clinical benefits were discounted at 3% annually. Sensitivity analyses were performed. RESULTS Liraglutide was associated with an increase in quality-adjusted life expectancy of 0.25 quality-adjusted life years (QALYs) and an increase in mean direct healthcare costs of €2558 per patient compared with sitagliptin. In the comparison with glimepiride, liraglutide was associated with an increase in quality-adjusted life expectancy of 0.23 QALYs and an increase in direct costs of €4695. Based on these estimates, liraglutide was associated with an incremental cost-effectiveness ratio (ICER) of €10,275 per QALY gained vs sitagliptin and €20,709 per QALY gained vs glimepiride in France. CONCLUSION Calculated ICERs for both comparisons fell below the commonly quoted willingness-to-pay threshold of €30,000 per QALY gained. Therefore, liraglutide is likely to be cost-effective vs sitagliptin and glimepiride from a healthcare payer perspective in France.
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Affiliation(s)
- Ronan Roussel
- a a AP-HP, Bichat Hospital, Department of Diabetology-Endocrinology-Nutrition, Department Hospital University FIRE , Paris , France
- b b INSERM, UMRS 1138, Centre de Recherche des Cordeliers , Paris , France
- c c University Paris Diderot Sorbonne Paris Cité, UFR de Médecine , Paris , France
| | - Luc Martinez
- d d Department of General Practice , Pierre et Marie Curie University , Paris , France
| | | | - Habiba Douik
- f f Novo Nordisk Pharmaceutique SAS , Paris , France
| | - Patrick Emiel
- f f Novo Nordisk Pharmaceutique SAS , Paris , France
| | | | - Barnaby Hunt
- g g Ossian Health Economics and Communications , Basel , Switzerland
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Roze S, Smith-Palmer J, Valentine WJ, Cook M, Jethwa M, de Portu S, Pickup JC. Long-term health economic benefits of sensor-augmented pump therapy vs continuous subcutaneous insulin infusion alone in type 1 diabetes: a U.K. perspective. J Med Econ 2016; 19:236-42. [PMID: 26510389 DOI: 10.3111/13696998.2015.1113979] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
AIMS/HYPOTHESIS Continuous subcutaneous insulin infusion (CSII) is an important treatment option for type 1 diabetes patients unable to achieve adequate glycemic control with multiple daily injections (MDI). Combining CSII with continuous glucose monitoring (CGM) in sensor-augmented pump therapy (SAP) with a low glucose-suspend (LGS) feature may further improve glycemic control and reduce the frequency of hypoglycemia. A cost-effectiveness analysis of SAP + LGS vs. CSII plus self-monitoring of blood glucose (SMBG) was performed to determine the health economic benefits of SAP + LGS in type 1 diabetes patients using CSII in the U.K. METHODS Cost-effectiveness analysis was performed using the CORE diabetes model. Treatment effects were sourced from the literature, where SAP + LGS was associated with a projected HbA1c reduction of -1.49% vs. -0.62% for CSII, and a reduced frequency of severe hypoglycemia. The time horizon was that of patient lifetimes; future costs and clinical outcomes were discounted at 3.5% and 1.5% per annum, respectively. RESULTS Projected outcomes showed that SAP + LGS was associated with higher mean quality-adjusted life expectancy (17.9 vs. 14.9 quality-adjusted life years [QALYs], SAP + LGS vs. CSII), and higher life expectancy (23.8 vs. 21.9 years), but higher mean lifetime direct costs (GBP 125,559 vs. GBP 88,991), leading to an incremental cost-effectiveness ratio (ICER) of GBP 12,233 per QALY gained for SAP + LGS vs. CSII. Findings of the base-case analysis remained robust in sensitivity analyses. CONCLUSIONS/INTERPRETATION For UK-based type 1 diabetes patients with poor glycemic control, the use of SAP + LGS is likely to be cost-effective compared with CSII plus SMBG.
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Affiliation(s)
| | | | | | | | | | - Simona de Portu
- d d Medtronic International Trading Sàrl , Tolochenaz , Switzerland
| | - John C Pickup
- e e Faculty of Life Sciences and Medicine , King's College London, Guy's Hospital , London , UK
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Hunt B, Garza JLA, Vázquez CJE, Jain P, Valentine WJ. Evaluating the Long-Term Health Economic Implications of Improving the Proportion of Patients with Type 2 Diabetes Meeting Treatment Targets in Mexico. Value Health Reg Issues 2015; 8:20-27. [DOI: 10.1016/j.vhri.2015.01.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2014] [Revised: 11/11/2014] [Accepted: 01/06/2015] [Indexed: 10/23/2022]
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Valentine WJ, Curtis BH, Pollock RF, Van Brunt K, Paczkowski R, Brändle M, Boye KS, Kendall DM. Is the current standard of care leading to cost-effective outcomes for patients with type 2 diabetes requiring insulin? A long-term health economic analysis for the UK. Diabetes Res Clin Pract 2015; 109:95-103. [PMID: 25989713 DOI: 10.1016/j.diabres.2015.04.023] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Revised: 03/14/2015] [Accepted: 04/15/2015] [Indexed: 12/18/2022]
Abstract
AIMS The aim of the analysis was to investigate whether insulin intensification, based on the use of intensive insulin regimens as recommended by the current standard of care in routine clinical practice, would be cost-effective for patients with type 2 diabetes in the UK. METHODS Clinical data were derived from a retrospective analysis of 3185 patients with type 2 diabetes on basal insulin in The Health Improvement Network (THIN) general practice database. In total, 48% (614 patients) intensified insulin therapy, defined by adding bolus or premix insulin to a basal regimen, which was associated with a reduction in HbA1c and an increase in body mass index. Projections of clinical outcomes and costs (2011 GBP) over patients' lifetimes were made using a recently validated type 2 diabetes model. RESULTS Immediate insulin intensification was associated with improvements in life expectancy, quality-adjusted life expectancy and time to onset of complications versus no intensification or delaying intensification by 2, 4, 6, or 8 years. Direct costs were higher with the insulin intensification strategy (due to the acquisition costs of insulin). Incremental cost-effectiveness ratios for insulin intensification were GBP 32,560, GBP 35,187, GBP 40,006, GBP 48,187 and GBP 55,431 per QALY gained versus delaying intensification 2, 4, 6 and 8 years, and no intensification, respectively. CONCLUSIONS Although associated with improved clinical outcomes, insulin intensification as practiced in the UK has a relatively high cost per QALY and may not lead to cost-effective outcomes for patients with type 2 diabetes as currently defined by UK cost-effectiveness thresholds.
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Affiliation(s)
- W J Valentine
- Ossian Health Economics and Communications, Basel, Switzerland.
| | - B H Curtis
- Eli Lilly and Company, Indianapolis, IN, USA
| | - R F Pollock
- Ossian Health Economics and Communications, Basel, Switzerland
| | - K Van Brunt
- Lilly Research Center, Windlesham, Surrey, UK
| | | | - M Brändle
- Division of Endocrinology and Diabetes, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | - K S Boye
- Eli Lilly and Company, Indianapolis, IN, USA
| | - D M Kendall
- Eli Lilly and Company, Indianapolis, IN, USA
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Bargalló-Rocha JE, Lara-Medina F, Pérez-Sánchez V, Vázquez-Romo R, Villarreal-Garza C, Martínez-Said H, Shaw-Dulin RJ, Mohar-Betancourt A, Hunt B, Plun-Favreau J, Valentine WJ. Cost-effectiveness of the 21-gene breast cancer assay in Mexico. Adv Ther 2015; 32:239-53. [PMID: 25740550 DOI: 10.1007/s12325-015-0190-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2015] [Indexed: 12/17/2022]
Abstract
INTRODUCTION The 21-gene breast cancer assay (Oncotype DX(®); Genomic Health, Inc.) is a validated diagnostic test that predicts the likelihood of adjuvant chemotherapy benefit and 10-year risk of distant recurrence in patients with hormone-receptor-positive, human epidermal growth receptor 2-negative, early-stage breast cancer. The aim of this analysis was to evaluate the cost-effectiveness of using the assay to inform adjuvant chemotherapy decisions in Mexico. METHODS A Markov model was developed to make long-term projections of distant recurrence, survival, and direct costs in scenarios using conventional diagnostic procedures or the 21-gene assay to inform adjuvant chemotherapy recommendations. Transition probabilities and risk adjustment were taken from published landmark trials. Costs [2011 Mexican Pesos (MXN)] were estimated from an Instituto Mexicano del Seguro Social perspective. Costs and clinical benefits were discounted at 5% annually. RESULTS Following assay testing, approximately 66% of patients previously receiving chemotherapy were recommended to receive hormone therapy only after consideration of assay results. Furthermore, approximately 10% of those previously allocated hormone therapy alone had their recommendation changed to add chemotherapy. This optimized therapy allocation led to improved mean life expectancy by 0.068 years per patient and increased direct costs by MXN 1707 [2011 United States Dollars (USD) 129] per patient versus usual care. This is equated to an incremental cost-effectiveness ratio (ICER) of MXN 25,244 (USD 1914) per life-year gained. CONCLUSION In early-stage breast cancer patients in Mexico, guiding decision making on adjuvant therapy using the 21-gene assay was projected to improve life expectancy in comparison with the current standard of care, with an ICER of MXN 25,244 (USD 1914) per life-year gained, which is within the range generally considered cost-effective.
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