146-OR: A New Type 2 Diabetes Microsimulation Model to Estimate Long-Term Health Outcomes, Costs, and Cost-Effectiveness

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We developed a new microsimulation model to estimate health effects, costs, and cost-effectiveness of public health interventions for type 2 diabetes. The model combined risk equations for complications and mortality, risk factor progression equations, and patient utility equations based on the U.S. ACCORD and Look AHEAD studies with a cost equation estimated from a large panel dataset of privately insured U.S. adults. The model features a web-based interface that allows users to change model parameters. The model includes interventions for glycemic, blood pressure, and cholesterol control; smoking cessation; and a generic intervention that users can modify to represent control of multiple risk factors. To demonstrate how the model estimates cost-effectiveness, we analyzed an intervention to reduce HbA1c from 9% to 7%. We estimated the long-run health effects, costs, and quality-adjusted life-years (QALYs) for a simulated cohort of 10,000 U.S. adults with type 2 diabetes. On average, the simulated cohort of U.S. patients was projected to have 20.16 remaining life-years (from a mean age of 61), incur $187,435 in discounted medical costs, and experience 8.89 discounted QALYs. Results were most sensitive to age and duration of diabetes at baseline and the discount factor. The intervention to reduce HbA1c produced $3,151 in incremental costs and gained 0.4 QALYs, yielding an incremental cost-effectiveness ratio of $7,838 per QALY. The model performed well in internal validation exercises. External validation results were more mixed, with the model better at predicting clinical trial results than at predicting observational study results. As the model’s risk progression, patient utility, and costs are all derived using recent U.S. studies, our new model can more accurately project the long-run health impact, costs, and cost-effectiveness of interventions for type 2 diabetes in the United States than existing models. Disclosure T. J. Hoerger: None. M. Kaufmann: None. H. Chen: None. A. M. Anderson: None. L. R. Staimez: None. K. Narayan: None. P. Zhang: None. R. Hilscher: None. S. Neuwahl: None. Y. J. Cheng: None. S. R. Benoit: None. H. Shao: Research Support; Self; Sanofi. M. Laxy: None. W. Yang: None. I. Cintina: None. Funding Centers for Disease Control and Prevention (200-2016-92270)

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  • 10.1177/2047487319871735
The challenge of multiple cardiovascular risk factor control outside Western Europe: Findings from the International ChoLesterol management Practice Study
  • Sep 19, 2019
  • European Journal of Preventive Cardiology
  • Dirk J Blom + 5 more

BackgroundComprehensive control of multiple cardiovascular risk factors reduces cardiovascular risk but is difficult to achieve.DesignA multinational, cross-sectional, observational study.MethodsThe International ChoLesterol management Practice Study (ICLPS) investigated achievement of European Society of Cardiology (ESC)/European Atherosclerosis Society (EAS) guideline low-density lipoprotein cholesterol (LDL-C) targets in patients receiving lipid-modifying therapy in countries outside Western Europe. We examined the rate of, and association between, control of multiple risk factors in ICLPS participants with dyslipidaemia, diabetes and hypertension (N = 2377).ResultsMean (standard deviation) age of patients was 61.4 (10.4) years; 51.3% were male. Type 2 diabetes was the most common form of diabetes (prevalence, 96.9%). The prevalence of metabolic syndrome was 67.8%, obesity 40.4%, atherosclerotic disease 39.6% and coronary artery disease 33.5%. All patients were at high (38.2%) or very high (61.8%) cardiovascular risk according to ESC/EAS guidelines. Body mass index (BMI) was <25 kg/m2 in 20.3% of patients, 62.8% had never smoked and 25.2% were former smokers. Overall, 12.2% achieved simultaneous control of LDL-C, diabetes and blood pressure. Risk factor control was similar across all participating countries. The proportion of patients achieving individual guideline-specified treatment targets was 43.9% for LDL-C, 55.5% for blood pressure and 39.3% for diabetes. Multiple correspondence analysis indicated that control of LDL-C, control of blood pressure, control of diabetes, BMI and smoking were associated.ConclusionComprehensive control of multiple cardiovascular risk factors in high-risk patients is suboptimal worldwide. Failure to control one risk factor is associated with poor control of other risk factors.

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Preventable Coronary Heart Disease Events from Control of Cardiovascular Risk Factors in US Adults With Diabetes (Projections from Utilizing the UKPDS Risk Engine)
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Preventable Coronary Heart Disease Events from Control of Cardiovascular Risk Factors in US Adults With Diabetes (Projections from Utilizing the UKPDS Risk Engine)

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Rationale and protocol for estimating the economic value of a multicomponent quality improvement strategy for diabetes care in South Asia
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  • Kavita Singh + 18 more

BackgroundEconomic dimensions of implementing quality improvement for diabetes care are understudied worldwide. We describe the economic evaluation protocol within a randomised controlled trial that tested a multi-component quality improvement (QI) strategy for individuals with poorly-controlled type 2 diabetes in South Asia.Methods/designThis economic evaluation of the Centre for Cardiometabolic Risk Reduction in South Asia (CARRS) randomised trial involved 1146 people with poorly-controlled type 2 diabetes receiving care at 10 diverse diabetes clinics across India and Pakistan. The economic evaluation comprises both a within-trial cost-effectiveness analysis (mean 2.5 years follow up) and a microsimulation model-based cost-utility analysis (life-time horizon). Effectiveness measures include multiple risk factor control (achieving HbA1c < 7% and blood pressure < 130/80 mmHg and/or LDL-cholesterol< 100 mg/dl), and patient reported outcomes including quality adjusted life years (QALYs) measured by EQ-5D-3 L, hospitalizations, and diabetes related complications at the trial end. Cost measures include direct medical and non-medical costs relevant to outpatient care (consultation fee, medicines, laboratory tests, supplies, food, and escort/accompanying person costs, transport) and inpatient care (hospitalization, transport, and accompanying person costs) of the intervention compared to usual diabetes care. Patient, healthcare system, and societal perspectives will be applied for costing. Both cost and health effects will be discounted at 3% per year for within trial cost-effectiveness analysis over 2.5 years and decision modelling analysis over a lifetime horizon. Outcomes will be reported as the incremental cost-effectiveness ratios (ICER) to achieve multiple risk factor control, avoid diabetes-related complications, or QALYs gained against varying levels of willingness to pay threshold values. Sensitivity analyses will be performed to assess uncertainties around ICER estimates by varying costs (95% CIs) across public vs. private settings and using conservative estimates of effect size (95% CIs) for multiple risk factor control. Costs will be reported in US$ 2018.DiscussionWe hypothesize that the additional upfront costs of delivering the intervention will be counterbalanced by improvements in clinical outcomes and patient-reported outcomes, thereby rendering this multi-component QI intervention cost-effective in resource constrained South Asian settings.Trial registrationClinicalTrials.gov: NCT01212328.

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Cost-effectiveness of a multicomponent quality improvement care model for diabetes in South Asia: The CARRS randomized clinical trial.
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Effect of Number of Achieved Targets for Risk Factors on Coronary Artery Disease (CAD) in Those With and Without Diabetes Mellitus (DM)
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Although control of multiple risk factors is essential to prevent CAD in persons with and without DM, longitudinal studies are scarce that directly and quantitatively compared effects of such control in DM and non-DM. Thus, we investigated effects on subsequent CAD of the number of controlled risk factors among blood pressure, LDL cholesterol and HbA1c using a nationwide claim-based database (median follow-up 4.8 y) in Japan. Targets were based on ADA and Japanese guidelines. Of 207,029 non-DM persons, 42.8% and 37.9% were at target for 1 and 2 factors, respectively. Of 13,471 persons with DM, 39.5%, 32.1%, and 10.0% were at target for 1, 2, and 3 factors, respectively. Multivariate Cox analysis showed reduced CAD risk with increased numbers of risk factor targets reached in DM compared to non-DM (Table, upper). However, in DM, although fulfillment of the target for only 1 risk factor significantly elevated the hazard ratio (HR) (i.e., 1.98 (1.28-3.07)) to non-significance (i.e., 1.03 (0.68-1.66)), no further significant HR reduction below reference (i.e., non-DM with no target achieved) was found (Table, lower). These findings show that composite control of modifiable risk factors has a larger effect in DM compared to non-DM, but the effect was not sufficient to bring CAD risk in DM below that for non-DM persons with none of 3 risk factors being at target based on current target levels. Disclosure K. Fujihara: None. Y. Matsubayashi: None. M. Kitazawa: None. M. Yamamoto: None. T. Osawa: None. M. Kaneko: None. N. Yamanaka: None. H. Seida: None. K. Kato: None. S. Kodama: None. H. Sone: Research Support; Self; Novo Nordisk Inc., Eli Lilly and Company, MSD K.K., Chugai Pharmaceutical Co., Ltd., Taisho Pharmaceutical Co., Ltd., Takeda Development Center Asia, Pte. Ltd., Daiichi Sankyo Company, Limited, Ono Pharmaceutical Co., Ltd., Kyowa Hakko Kirin Co., Ltd., Sanofi, Kowa Pharmaceuticals America, Inc., Eisai Inc..

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AB1204 COST-EFFECTIVENESS OF ABATACEPT IN SPAIN IN SEROPOSITIVE BIOLOGIC-NAÏVE EARLY RHEUMATOID ARTHRITIS PATIENTS WITH SHARED EPITOPE
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Multiple risk factor control, mortality and cardiovascular events in type 2 diabetes and chronic kidney disease: a population-based cohort study
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Real-world cost-effectiveness analysis of NOACs versus VKA for stroke prevention in Spain.
  • Apr 20, 2022
  • PloS one
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AimsA Markov model was adapted to assess the real-world cost-effectiveness of rivaroxaban, dabigatran and apixaban. Each of these non-vitamin K antagonist oral anticoagulants was compared with vitamin K antagonist for stroke prevention in patients with non-valvular atrial fibrillation in Spain.MethodsAll inputs were derived from real-world studies: baseline patient characteristics, clinical event rates, as well as persistence rates for the vitamin K antagonist treatment option. A meta-analysis of real-world studies provided treatment effect and persistence data for rivaroxaban, dabigatran and apixaban, each compared with vitamin K antagonist therapy. The model considered 3-month cycles over a lifetime horizon. The model outcomes included different costs, quality-adjusted life years and life-years gained. Sensitivity analyses were performed to test the robustness of the model.ResultsWhen compared with vitamin K antagonist, rivaroxaban incurred incremental costs of €77 and resulted in incremental quality-adjusted life years of 0.08. The incremental cost per quality-adjusted life year was €952. For the same comparison, the incremental cost per quality-adjusted life year for dabigatran was €4,612. Finally, compared with vitamin K antagonist, the incremental cost per quality-adjusted life year for apixaban was €32,015. The sensitivity analyses confirmed the robustness of the base case results. The probabilities to be cost-effective versus vitamin K antagonist were 94%, 86% and 35%, respectively, for rivaroxaban, dabigatran and apixaban, considering a willingness-to-pay threshold of €22,000 per quality-adjusted life year gained, based on a cost-effectiveness study of the Spanish National Health System.ConclusionThese results suggest that rivaroxaban and dabigatran are cost-effective versus vitamin K antagonist for stroke prevention in non-valvular atrial fibrillation, from the Spanish National Health System perspective.

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Making her MTM vision reality
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Making her MTM vision reality

  • Front Matter
  • Cite Count Icon 1
  • 10.1016/j.jpeds.2010.04.022
Undetected Hypertension and Prehypertension in Children with Diabetes Need Attention
  • Jun 7, 2010
  • The Journal of Pediatrics
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Cost-effectiveness of the CNIC-polypill strategy for the secondary prevention of CV disease in male and female patients with established coronary heart disease based on improved risk factor control
  • Oct 12, 2021
  • European Heart Journal
  • C Aguiar + 7 more

Background The burden of CV disease is a health and economic challenge to societies that is expected to grow in future years due to an increased prevalence in CV risk factors. Adequate management and appropriate therapy positively modify risk factors and, consequently, improve outcomes and cost-effectiveness of care. The CNIC-polypill has demonstrated in real-life, clinical effectiveness studies, its superiority over monocomponents in improving the lipidic parameters and in reduction of blood pressure in secondary CV prevention patients. Purpose To assess the cost-effectiveness of the CNIC-polypill (acetylsalicylic acid 100mg, atorvastatin 20/40mg, ramipril 2.5/5/10mg) compared to usual care with individual monocomponents for the secondary prevention of CV events in patients with a history of coronary heart disease (CHD) based on control of CV risk factors. Methods A Markov cost-effectiveness model (1-year cycles; 4 health states: stable disease, subsequent CHD, subsequent stroke, death; payer perspective; direct medical costs; lifetime horizon; 4% discount rate) based on changes in TC (10,1% reduction), HDL-c (7.4% increment) and SBP (2.6% reduction) obtained from the NEPTUNO* – a real-life, clinical effectiveness study conducted in Spain – was set for Portugal (base case). The probability of transition between health states was based on the SMART risk equation (S0, t=10= 0.8107). Cost-effectiveness was calculated for a hypothetical population (n=1,000) that replicated the characteristics of the population in the proACS registry, comprised of Portuguese patients with previous CHD. Systematic reviews identified epidemiological, costs, utility and mortality data. Outcomes were costs (€, 2020), life years (LY) and quality adjusted LY (QALY) gained. Results In patients with a history of CHD, the incremental cost of the CNIC-polypill strategy reaches €365,527, while preventing 35 recurrent CHD events and 17 subsequent strokes. In women and men with previous CHD, the incremental cost reaches €392,529 and €354,444 respectively while preventing recurrent 47 and 30 CHD events and 19 and 16 subsequent strokes respectively. The ICER is €5,130/LY gained for the overall population, €5,768/LY gained for women and €4,884/LY gained for men. The ICUR is €5,332/QALY gained in total, €5,817/QALY gained for women and €5,137/QALY gained for men. Assuming a willingness-to-pay (WTP) threshold of €30,000/QALY gained, there is 76.1% chances in total, 75.8% in women and 76.9% in men for the CNIC-polypill to be cost-effective and 27.8% chances overall, 27.7% in women and 25.5% in men of it being cost saving compared to usual care. Conclusion The CNIC-polypill seems to be a cost-effective strategy in men and women compared to usual care with monocomponents for the secondary prevention of CV disease based on improved control of risk factors. A larger reduction in the number of recurrent events is seen in women compared to men at a slightly higher cost. Funding Acknowledgement Type of funding sources: Private company. Main funding source(s): Ferrer International S.A. Base case resultsProbabilistic sensitivity analysis

  • Front Matter
  • 10.1053/j.ajkd.2012.02.319
Community-Based Strategies for Blood Pressure Control in Low-Income Countries
  • Mar 22, 2012
  • American Journal of Kidney Diseases
  • Dorothea Nitsch

Community-Based Strategies for Blood Pressure Control in Low-Income Countries

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