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1.
PLoS One ; 8(7): e66454, 2013.
Article in English | MEDLINE | ID: mdl-23869204

ABSTRACT

BACKGROUND: No clinical trials have assessed the effects or cost-effectiveness of health check strategies to detect and manage vascular disease. We used a mathematical model to estimate the cost-effectiveness of several health check strategies in six European countries. METHODS: We used country-specific data from Denmark, France, Germany, Italy, Poland, and the United Kingdom to generate simulated populations of individuals aged 40-75 eligible for health checks in those countries (e.g. individuals without a previous diagnosis of diabetes, myocardial infarction, stroke, or serious chronic kidney disease). For each country, we used the Archimedes model to compare seven health check strategies consisting of assessments for diabetes, hypertension, lipids, and smoking. For patients diagnosed with vascular disease, treatment was simulated in a standard manner. We calculated the effects of each strategy on the incidence of type 2 diabetes, major adverse cardiovascular events (MACE), and microvascular complications in addition to quality of life, costs, and cost per quality-adjusted life-year (QALY). RESULTS: Compared with current care, health checks reduced the incidence of MACE (6-17 events prevented per 1000 people screened) and diabetes related microvasular complications (5-11 events prevented per 1000 people screened), and increased QALYs (31-59 discounted QALYs) over 30 years, in all countries. The cost per QALY of offering a health check to all individuals in the study cohort ranged from €14903 (France) to cost saving (Poland). Pre-screening the population and offering health checks only to higher risk individuals lowered the cost per QALY. Pre-screening on the basis of obesity had a cost per QALY of €10200 (France) or less, and pre-screening with a non-invasive risk score was similar. CONCLUSIONS: A vascular disease health check would likely be cost effective at 30 years in Denmark, France, Germany, Italy, Poland, and the United Kingdom.


Subject(s)
Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/epidemiology , Models, Theoretical , Vascular Diseases/diagnosis , Adult , Aged , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/epidemiology , Cost-Benefit Analysis , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/prevention & control , Europe/epidemiology , Female , Humans , Hypertension/diagnosis , Hypertension/epidemiology , Hypertension/prevention & control , Incidence , Male , Mass Screening/economics , Mass Screening/methods , Middle Aged , Quality of Life , Quality-Adjusted Life Years , Time Factors , Vascular Diseases/epidemiology , Vascular Diseases/prevention & control
2.
Clinicoecon Outcomes Res ; 4: 337-47, 2012.
Article in English | MEDLINE | ID: mdl-23180970

ABSTRACT

PURPOSE: Many patients treated for dyslipidemia do not achieve recommended cholesterol goals despite the widespread availability of effective statins. Pharmaceutical claims show a strong tendency for patients to remain on their initially assigned treatment. With computer simulations, the impact of initial statin treatment decisions on medium- and long-term cardiovascular outcomes were examined. PATIENTS AND METHODS: Using the Archimedes Model, three treatment scenarios were simulated. Patients initiated treatment with simvastatin (20, 40, or 80 mg), atorvastatin (10, 20, 40, or 80 mg), or rosuvastatin (10, 20, or 40 mg), and periodically intensified treatment. The simulated population consisted of 50,025 patients, aged 45-70 years, with low-density lipoprotein cholesterol exceeding goal. The proportion of patients initiating each dose was calibrated to United States pharmacy claims. Patients not reaching goal intensified the dose of their current statin or switched to an appropriate dose of rosuvastatin at rates matching pharmacy claims. Biomarkers and major adverse cardiovascular events (MACE) were tracked for 10 years and several high-risk subpopulations were analyzed. Statin models used biomarker effects from the STELLAR (Statin Therapies for Elevated Lipid Levels Compared Across Doses to Rosuvastatin) trial and outcomes data from various trials. RESULTS: Initiating therapy with rosuvastatin reduced MACE more than simvastatin or atorvastatin. The 5- year relative risk of MACE was 0.906 (95% confidence interval: 0.888-0.923; P < 0.001) for initial treatment with atorvastatin rather than simvastatin, 0.831 (0.812-0.850; P < 0.001) for rosuvastatin rather than simvastatin, and 0.918 (0.898-0.938; P < 0.001) for rosuvastatin rather than atorvastatin. Subgroups with higher MACE incidence experienced greater absolute benefit. CONCLUSION: Considering observed rates of treatment intensification, initial treatment choices appear to significantly impact medium- and long-term cardiovascular risk. Patients at high cardiovascular risk are good candidates for aggressive initial therapy.

3.
J Med Econ ; 15(6): 1118-29, 2012.
Article in English | MEDLINE | ID: mdl-22712873

ABSTRACT

OBJECTIVE: This study used simulation to compare the effectiveness of rosuvastatin 20 mg vs atorvastatin 40 mg, and rosuvastatin 40 mg vs atorvastatin 80 mg in preventing MACE in a range of patient populations with varying baseline cardiovascular risk. RESEARCH DESIGN AND METHODS: The Archimedes Model was used to simulate head-to-head clinical trials in nine patient populations: Framingham Risk Score (FRS)≥5%, 5-10%, 10-20%, >20%, EURO-SCORE≥5% and >10%, diagnosed diabetes, secondary prevention (history of myocardial infarction or stroke, CVD), and acute coronary syndrome (ACS). Simulated patients, aged 45-70 at trial start, were based on the NHANES 1999-2006. Treatments were modeled using results from the STELLAR, JUPITER, CARDS, ASCOT-LLA, and TNT trials. Treatment models were confirmed using trial validations. RESULTS: Comparing rosuvastatin 20 mg vs atorvastatin 40 mg, the 5-year numbers needed to treat to prevent one MACE event (NNT) were 525, 70, and 55 for the FRS≥5%, CVD, and ACS groups, respectively. Comparing rosuvastatin 40 mg vs atorvastatin 80 mg the corresponding NNT values were 468, 63, and 51. The 20-year relative risks of MACE in the FRS≥5% population were 0.907 (0.901-0.913) for rosuvastatin 20 mg vs atorvastatin 40 mg and 0.892 (0.884-0.901) for rosuvastatin 40 mg vs atorvastatin 80 mg. The relative risks were similar for the remaining populations. CONCLUSIONS: This study found that rosuvastatin 20 mg and 40 mg lowers the risk of MACE more than atorvastatin 40 mg and atorvastatin 80 mg. While simulation models cannot replace real-world clinical trials, this study bridges gaps in the evidence, and identifies high risk cohorts that would likely see additional benefit from treatment with rosuvastatin rather than atorvastatin.


Subject(s)
Anticholesteremic Agents/therapeutic use , Cardiovascular Diseases/epidemiology , Fluorobenzenes/therapeutic use , Heptanoic Acids/therapeutic use , Pyrimidines/therapeutic use , Pyrroles/therapeutic use , Sulfonamides/therapeutic use , Age Factors , Aged , Atorvastatin , Cardiovascular Diseases/prevention & control , Comparative Effectiveness Research , Computer Simulation , Female , Humans , Male , Middle Aged , Models, Biological , Myocardial Infarction/epidemiology , Myocardial Infarction/prevention & control , Risk Factors , Rosuvastatin Calcium , Sex Factors , Stroke/epidemiology , Stroke/prevention & control
4.
Health Aff (Millwood) ; 31(1): 140-9, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22232104

ABSTRACT

Managing diabetes and preventing its associated morbidities require active partnerships between physicians and patients. Studies to date lack the level of detail to quantify the degree to which interventions that are more controlled by physicians influence outcomes versus those that are more controlled by patients. Using the Archimedes model, we simulated a thirty-year clinical trial and compared the effects of three sets of interventions over which physicians have progressively less control: compliance with process-of-care standards, such as conducting foot and retinal exams and screening for signs of early kidney disease; control of biomarkers, such as hemoglobin A1c and blood pressure; and lifestyle modifications, such as patients' switching to healthier diets and losing weight. We found that if all US adults diagnosed with type 2 diabetes met quality targets in all of these areas, they would experience a nearly 16 percent increase in quality-adjusted life-years and a nearly 23 percent reduction in fifteen-year mortality over the thirty-year simulation period. Meeting aggressive biomarker targets yielded the most benefit. Meeting conservative biomarker targets came next, followed closely by meeting process-of-care standards. The incremental benefits of complying fully with diet and smoking cessation yielded the least benefit. Thus, through measures more readily within their control, and through collaboration with their patients, physicians have a substantial opportunity to improve outcomes. These findings can inform policy makers' rational resource allocation decisions and the design of programs to improve diabetes care.


Subject(s)
Diabetes Complications/prevention & control , Diabetes Mellitus, Type 2 , Health Behavior , Hypertension/drug therapy , Physician's Role , Aged , Female , Health Surveys , Humans , Male , Middle Aged , Models, Theoretical , Primary Health Care/methods , United States
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