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1.
Circulation ; 143(24): 2384-2394, 2021 06 15.
Artículo en Inglés | MEDLINE | ID: mdl-33855861

RESUMEN

BACKGROUND: In LABBPS (Los Angeles Barbershop Blood Pressure Study), pharmacist-led hypertension care in Los Angeles County Black-owned barbershops significantly improved blood pressure control in non-Hispanic Black men with uncontrolled hypertension at baseline. In this analysis, 10-year health outcomes and health care costs of 1 year of the LABBPS intervention versus control are projected. METHODS: A discrete event simulation of hypertension care processes projected blood pressure, medication-related adverse events, fatal and nonfatal cardiovascular disease events, and noncardiovascular disease death in LABBPS participants. Program costs, total direct health care costs (2019 US dollars), and quality-adjusted life-years (QALYs) were estimated for the LABBPS intervention and control arms from a health care sector perspective over a 10-year horizon. Future costs and QALYs were discounted 3% annually. High and intermediate cost-effectiveness thresholds were defined as <$50 000 and <$150 000 per QALY gained, respectively. RESULTS: At 10 years, the intervention was projected to cost an average of $2356 (95% uncertainty interval, -$264 to $4611) more per participant than the control arm and gain 0.06 (95% uncertainty interval, 0.01-0.10) QALYs. The LABBPS intervention was highly cost-effective, with a mean cost of $42 717 per QALY gained (58% probability of being highly and 96% of being at least intermediately cost-effective). Exclusive use of generic drugs improved the cost-effectiveness to $17 162 per QALY gained. The LABBPS intervention would be only intermediately cost-effective if pharmacists were less likely to intensify antihypertensive medications when systolic blood pressure was ≥150 mm Hg or if pharmacist weekly time driving to barbershops increased. CONCLUSIONS: Hypertension care delivered by clinical pharmacists in Black barbershops is a highly cost-effective way to improve blood pressure control in Black men.


Asunto(s)
Antihipertensivos/economía , Análisis Costo-Beneficio , Adulto , Negro o Afroamericano , Anciano , Antihipertensivos/farmacología , Antihipertensivos/uso terapéutico , Peluquería , Presión Sanguínea/efectos de los fármacos , Esquema de Medicación , Medicamentos Genéricos/economía , Medicamentos Genéricos/uso terapéutico , Humanos , Hipertensión/tratamiento farmacológico , Masculino , Persona de Mediana Edad , Farmacéuticos/psicología , Años de Vida Ajustados por Calidad de Vida
2.
PLoS Med ; 17(7): e1003224, 2020 07.
Artículo en Inglés | MEDLINE | ID: mdl-32722677

RESUMEN

BACKGROUND: Sugar-sweetened beverage (SSB) consumption is associated with obesity, diabetes, and hypertension. Argentina is one of the major consumers of SSBs per capita worldwide. Determining the impact of SSB reduction on health will inform policy debates. METHODS AND FINDINGS: We used the Cardiovascular Disease Policy Model-Argentina (CVD Policy Model-Argentina), a local adaptation of a well-established computer simulation model that projects cardiovascular and mortality events for the population 35-94 years old, to estimate the impact of reducing SSB consumption on diabetes incidence, cardiovascular events, and mortality in Argentina during the period 2015-2024, using local demographic and consumption data. Given uncertainty regarding the exact amount of SSBs consumed by different age groups, we modeled 2 estimates of baseline consumption (low and high) under 2 different scenarios: a 10% and a 20% decrease in SSB consumption. We also included a range of caloric compensation in the model (0%, 39%, and 100%). We used Monte Carlo simulations to generate 95% uncertainty intervals (UIs) around our primary outcome measures for each intervention scenario. Over the 2015-2024 period, a 10% reduction in SSBs with a caloric compensation of 39% is projected to reduce incident diabetes cases by 13,300 (95% UI 10,800-15,600 [low SSB consumption estimate]) to 27,700 cases (95% UI 22,400-32,400 [high SSB consumption estimate]), i.e., 1.7% and 3.6% fewer cases, respectively, compared to a scenario of no change in SSB consumption. It would also reduce myocardial infarctions by 2,500 (95% UI 2,200-2,800) to 5,100 (95% UI 4,500-5,700) events and all-cause deaths by 2,700 (95% UI 2,200-3,200) to 5,600 (95% UI 4,600-6,600) for "low" and "high" estimates of SSB intake, respectively. A 20% reduction in SSB consumption with 39% caloric compensation is projected to result in 26,200 (95% UI 21,200-30,600) to 53,800 (95% UI 43,900-62,700) fewer cases of diabetes, 4,800 (95% UI 4,200-5,300) to 10,000 (95% UI 8,800-11,200) fewer myocardial infarctions, and 5,200 (95% UI 4,300-6,200) to 11,000 (95% UI 9,100-13,100) fewer deaths. The largest reductions in diabetes and cardiovascular events were observed in the youngest age group modeled (35-44 years) for both men and women; additionally, more events could be avoided in men compared to women in all age groups. The main limitations of our study are the limited availability of SSB consumption data in Argentina and the fact that we were only able to model the possible benefits of the interventions for the population older than 34 years. CONCLUSIONS: Our study finds that, even under conservative assumptions, a relatively small reduction in SSB consumption could lead to a substantial decrease in diabetes incidence, cardiovascular events, and mortality in Argentina.


Asunto(s)
Enfermedades Cardiovasculares/prevención & control , Diabetes Mellitus/prevención & control , Bebidas Azucaradas/efectos adversos , Argentina/epidemiología , Índice de Masa Corporal , Enfermedades Cardiovasculares/epidemiología , Enfermedades Cardiovasculares/mortalidad , Diabetes Mellitus/epidemiología , Política de Salud , Humanos , Incidencia , Modelos Teóricos
3.
Cardiovasc Diabetol ; 19(1): 99, 2020 06 29.
Artículo en Inglés | MEDLINE | ID: mdl-32600339

RESUMEN

BACKGROUND: Physical inactivity (PI) is associated with the development of non-communicable chronic diseases. The purposes of this study were to estimate the extent to which the 31% relative increase in PI among 35-64 years old Mexicans between 2006 and 2012 influenced diabetes (T2D) and cardiovascular disease (CVD) incidence and mortality, and to estimate the impact of the World Health Organization recommended 10% and 15% relative decrease in PI on CVD and T2D incidence and mortality by 2025 and 2030, respectively. METHODS: Estimates were derived using the Cardiovascular Disease Policy Model-Mexico, a computer simulation, Markov model. Model inputs included cross-national data on PI levels from 2006 and 2012 measured using the International Physical Activity Questionnaire and the published literature review on the independent relationship between PI and cardiometabolic risk. RESULTS: The models estimated that the 31% increase in PI resulted in an increase in the number of cases of T2D (27,100), coronary heart disease (10,300), stroke (2200), myocardial infarction (1500), stroke deaths (400) and coronary heart disease deaths (350). A hypothetical 10% lowering of PI by 2025 compared to status quo is projected to prevent 8400 cases of T2D, 4200 cases of CHD, 1000 cases of stroke, 700 cases of MI, and 200 deaths of CHD and stroke, respectively. A 15% reduction resulted in larger decreases. CONCLUSIONS: While the burden of T2D and CVD raised from 2006 to 2012 in association with increased PI, achieving the WHO targets by 2030 could help reverse these trends.


Asunto(s)
Enfermedades Cardiovasculares/epidemiología , Diabetes Mellitus Tipo 2/epidemiología , Ejercicio Físico , Conducta Sedentaria , Adulto , Anciano , Anciano de 80 o más Años , Enfermedades Cardiovasculares/diagnóstico , Enfermedades Cardiovasculares/mortalidad , Diabetes Mellitus Tipo 2/diagnóstico , Diabetes Mellitus Tipo 2/mortalidad , Femenino , Encuestas Epidemiológicas , Humanos , Incidencia , Masculino , México/epidemiología , Persona de Mediana Edad , Prevalencia , Medición de Riesgo , Factores de Riesgo , Factores de Tiempo
4.
Ann Intern Med ; 170(4): 221-229, 2019 02 19.
Artículo en Inglés | MEDLINE | ID: mdl-30597485

RESUMEN

Background: The ODYSSEY Outcomes (Evaluation of Cardiovascular Outcomes After an Acute Coronary Syndrome During Treatment With Alirocumab) trial included participants with a recent acute coronary syndrome. Compared with participants receiving statins alone, those receiving a statin plus alirocumab had lower rates of a composite outcome including myocardial infarction (MI), stroke, and death. Objective: To determine the cost-effectiveness of alirocumab in these circumstances. Design: Decision analysis using the Cardiovascular Disease Policy Model. Data Sources: Data sources representative of the United States combined with data from the ODYSSEY Outcomes trial. Target Population: U.S. adults with a recent first MI and a baseline low-density lipoprotein cholesterol level of 1.81 mmol/L (70 mg/dL) or greater. Time Horizon: Lifetime. Perspective: U.S. health system. Intervention: Alirocumab or ezetimibe added to statin therapy. Outcome Measures: Incremental cost-effectiveness ratio in 2018 U.S. dollars per quality-adjusted life-year (QALY) gained. Results of Base-Case Analysis: Compared with a statin alone, the addition of ezetimibe cost $81 000 (95% uncertainty interval [UI], $51 000 to $215 000) per QALY. Compared with a statin alone, the addition of alirocumab cost $308 000 (UI, $197 000 to $678 000) per QALY. Compared with the combination of statin and ezetimibe, replacing ezetimibe with alirocumab cost $997 000 (UI, $254 000 to dominated) per QALY. Results of Sensitivity Analysis: The price of alirocumab would have to decrease from its original cost of $14 560 to $1974 annually to be cost-effective relative to ezetimibe. Limitation: Effectiveness estimates were based on a single randomized trial with a median follow-up of 2.8 years and should not be extrapolated to patients with stable coronary heart disease. Conclusion: The price of alirocumab would have to be reduced considerably to be cost-effective. Because substantial reductions already have occurred, we believe that timely, independent cost-effectiveness analyses can inform clinical and policy discussions of new drugs as they enter the market. Primary Funding Source: University of California, San Francisco, and Institute for Clinical and Economic Review.


Asunto(s)
Síndrome Coronario Agudo/tratamiento farmacológico , Anticuerpos Monoclonales Humanizados/economía , Anticolesterolemiantes/economía , Enfermedades Cardiovasculares/prevención & control , Análisis Costo-Beneficio , Inhibidores de Hidroximetilglutaril-CoA Reductasas/economía , Hipercolesterolemia/tratamiento farmacológico , Adulto , Anciano , Angina Inestable/prevención & control , Anticuerpos Monoclonales Humanizados/uso terapéutico , Anticolesterolemiantes/uso terapéutico , Isquemia Encefálica/prevención & control , Causas de Muerte , Simulación por Computador , Enfermedad Coronaria/prevención & control , Técnicas de Apoyo para la Decisión , Quimioterapia Combinada , Femenino , Estudios de Seguimiento , Humanos , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Masculino , Persona de Mediana Edad , Infarto del Miocardio/prevención & control , Años de Vida Ajustados por Calidad de Vida , Accidente Cerebrovascular/prevención & control , Resultado del Tratamiento
5.
Circulation ; 136(12): 1087-1098, 2017 Sep 19.
Artículo en Inglés | MEDLINE | ID: mdl-28687710

RESUMEN

BACKGROUND: Statins are effective in the primary prevention of atherosclerotic cardiovascular disease. The 2013 American College of Cardiology/American Heart Association (ACC/AHA) guideline expands recommended statin use, but its cost-effectiveness has not been compared with other guidelines. METHODS: We used the Cardiovascular Disease Policy Model to estimate the cost-effectiveness of the ACC/AHA guideline relative to current use, Adult Treatment Panel III guidelines, and universal statin use in all men 45 to 74 years of age and women 55 to 74 years of age over a 10-year horizon from 2016 to 2025. Sensitivity analyses varied costs, risks, and benefits. Main outcomes were incremental cost-effectiveness ratios and numbers needed to treat for 10 years per quality-adjusted life-year gained. RESULTS: Each approach produces substantial benefits and net cost savings relative to the status quo. Full adherence to the Adult Treatment Panel III guideline would result in 8.8 million more statin users than the status quo, at a number needed to treat for 10 years per quality-adjusted life-year gained of 35. The ACC/AHA guideline would potentially result in up to 12.3 million more statin users than the Adult Treatment Panel III guideline, with a marginal number needed to treat for 10 years per quality-adjusted life-year gained of 68. Moderate-intensity statin use in all men 45 to 74 years of age and women 55 to 74 years of age would result in 28.9 million more statin users than the ACC/AHA guideline, with a marginal number needed to treat for 10 years per quality-adjusted life-year gained of 108. In all cases, benefits would be greater in men than women. Results vary moderately with different risk thresholds for instituting statins and statin toxicity estimates but depend greatly on the disutility caused by daily medication use (pill burden). CONCLUSIONS: At a population level, the ACC/AHA guideline for expanded statin use for primary prevention is projected to treat more people, to save more lives, and to cost less compared with Adult Treatment Panel III in both men and women. Whether individuals benefit from long-term statin use for primary prevention depends more on the disutility associated with pill burden than their degree of cardiovascular risk.


Asunto(s)
Enfermedad Coronaria/economía , Análisis Costo-Beneficio , Accidente Cerebrovascular/economía , Adulto , Anciano , Anciano de 80 o más Años , American Heart Association , LDL-Colesterol/sangre , Enfermedad Coronaria/tratamiento farmacológico , Femenino , Humanos , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Masculino , Persona de Mediana Edad , Método de Montecarlo , Guías de Práctica Clínica como Asunto , Calidad de Vida , Accidente Cerebrovascular/tratamiento farmacológico , Estados Unidos
6.
Circulation ; 136(17): 1575-1584, 2017 Oct 24.
Artículo en Inglés | MEDLINE | ID: mdl-28882886

RESUMEN

BACKGROUND: Outdoor air pollution ranks fourth among preventable causes of China's burden of disease. We hypothesized that the magnitude of health gains from air quality improvement in urban China could compare with achieving recommended blood pressure or smoking control goals. METHODS: The Cardiovascular Disease Policy Model-China projected coronary heart disease, stroke, and all-cause deaths in urban Chinese adults 35 to 84 years of age from 2017 to 2030 if recent air quality (particulate matter with aerodynamic diameter ≤2.5 µm, PM2.5) and traditional cardiovascular risk factor trends continue. We projected life-years gained if urban China were to reach 1 of 3 air quality goals: Beijing Olympic Games level (mean PM2.5, 55 µg/m3), China Class II standard (35 µg/m3), or World Health Organization standard (10 µg/m3). We compared projected air pollution reduction control benefits with potential benefits of reaching World Health Organization hypertension and tobacco control goals. RESULTS: Mean PM2.5 reduction to Beijing Olympic levels by 2030 would gain ≈241,000 (95% uncertainty interval, 189 000-293 000) life-years annually. Achieving either the China Class II or World Health Organization PM2.5 standard would yield greater health benefits (992 000 [95% uncertainty interval, 790 000-1 180 000] or 1 827 000 [95% uncertainty interval, 1 481 00-2 129 000] annual life-years gained, respectively) than World Health Organization-recommended goals of 25% improvement in systolic hypertension control and 30% reduction in smoking combined (928 000 [95% uncertainty interval, 830 000-1 033 000] life-years). CONCLUSIONS: Air quality improvement in different scenarios could lead to graded health benefits ranging from 241 000 life-years gained to much greater benefits equal to or greater than the combined benefits of 25% improvement in systolic hypertension control and 30% smoking reduction.


Asunto(s)
Contaminación del Aire/efectos adversos , Enfermedad Coronaria/mortalidad , Hipertensión/mortalidad , Modelos Biológicos , Fumar/mortalidad , Población Urbana , Adulto , Anciano , Anciano de 80 o más Años , China/epidemiología , Femenino , Humanos , Masculino , Persona de Mediana Edad
7.
N Engl J Med ; 372(5): 447-55, 2015 Jan 29.
Artículo en Inglés | MEDLINE | ID: mdl-25629742

RESUMEN

BACKGROUND: On the basis of the 2014 guidelines for hypertension therapy in the United States, many eligible adults remain untreated. We projected the cost-effectiveness of treating hypertension in U.S. adults according to the 2014 guidelines. METHODS: We used the Cardiovascular Disease Policy Model to simulate drug-treatment and monitoring costs, costs averted for the treatment of cardiovascular disease, and quality-adjusted life-years (QALYs) gained by treating previously untreated adults between the ages of 35 and 74 years from 2014 through 2024. We assessed cost-effectiveness according to age, hypertension level, and the presence or absence of chronic kidney disease or diabetes. RESULTS: The full implementation of the new hypertension guidelines would result in approximately 56,000 fewer cardiovascular events and 13,000 fewer deaths from cardiovascular causes annually, which would result in overall cost savings. The projections showed that the treatment of patients with existing cardiovascular disease or stage 2 hypertension would save lives and costs for men between the ages of 35 and 74 years and for women between the ages of 45 and 74 years. The treatment of men or women with existing cardiovascular disease or men with stage 2 hypertension but without cardiovascular disease would remain cost-saving even if strategies to increase medication adherence doubled treatment costs. The treatment of stage 1 hypertension was cost-effective (defined as <$50,000 per QALY) for all men and for women between the ages of 45 and 74 years, whereas treating women between the ages of 35 and 44 years with stage 1 hypertension but without cardiovascular disease had intermediate or low cost-effectiveness. CONCLUSIONS: The implementation of the 2014 hypertension guidelines for U.S. adults between the ages of 35 and 74 years could potentially prevent about 56,000 cardiovascular events and 13,000 deaths annually, while saving costs. Controlling hypertension in all patients with cardiovascular disease or stage 2 hypertension could be effective and cost-saving. (Funded by the National Heart, Lung, and Blood Institute and others.).


Asunto(s)
Antihipertensivos/economía , Enfermedades Cardiovasculares/prevención & control , Análisis Costo-Beneficio , Hipertensión/economía , Guías de Práctica Clínica como Asunto , Años de Vida Ajustados por Calidad de Vida , Adulto , Factores de Edad , Anciano , Antihipertensivos/uso terapéutico , Presión Sanguínea , Enfermedades Cardiovasculares/economía , Enfermedades Cardiovasculares/mortalidad , Ahorro de Costo , Femenino , Costos de la Atención en Salud , Humanos , Hipertensión/tratamiento farmacológico , Masculino , Persona de Mediana Edad , Prevención Primaria/economía , Prevención Secundaria/economía , Factores Sexuales
9.
J Gen Intern Med ; 32(5): 524-533, 2017 May.
Artículo en Inglés | MEDLINE | ID: mdl-27853916

RESUMEN

INTRODUCTION: In Argentina, the national guidelines for lipid control emphasize the use of relatively inexpensive low- or moderate-potency statins by patients at high risk (>20 %) of a cardiovascular event. The objective of this study was to compare the impact and costs of the current national CVD prevention guidelines with regard to morbidity and mortality in Argentina with the impact and costs of three strategies that incorporate high-potency statins. METHODS: We used the CVD Policy Model-Argentina to model the proposed interventions. This model is a national-scale, state-transition (Markov) computer simulation model of the CVD incidence, prevalence, mortality, and costs in adults 35-84 years of age. We modeled three scenarios: scenario 1 lowers the risk threshold for treatment to >10 % according the Framingham Risk Score (FRS); scenario 2 intensifies statin potency under current treatment thresholds; and scenario 3 combines both scenarios by lowering the treatment threshold to ≥10 % FRS and intensifying statin potency. RESULTS: Scenario 1 would translate into 1400 fewer MIs and 500 fewer CHD deaths every year, a 3 % and 2 % reduction, respectively. Scenario 2 would lead to 2000 fewer MIs and 1000 fewer CHD deaths every year. Scenario 3 would result in the greatest reduction in MIs and CHD deaths, with 3400 fewer MIs and 1400 fewer CHD deaths every year, which translates to a 7 % and 6 % reduction, respectively. All scenarios were cost-effective if the cost of a high-potency statin pill was under US$0.25. CONCLUSION: Incorporating those individuals with greater than 10 % cardiovascular risk and the use of high-potency statins into Argentina's national lipid guidelines could result in fewer CHD deaths and events at a reasonable cost.


Asunto(s)
Enfermedades Cardiovasculares/sangre , Enfermedades Cardiovasculares/tratamiento farmacológico , HDL-Colesterol/sangre , LDL-Colesterol/sangre , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Adulto , Anciano , Anciano de 80 o más Años , Argentina/epidemiología , Enfermedades Cardiovasculares/economía , Enfermedades Cardiovasculares/epidemiología , Análisis Costo-Beneficio/métodos , Femenino , Humanos , Inhibidores de Hidroximetilglutaril-CoA Reductasas/economía , Masculino , Persona de Mediana Edad , Guías de Práctica Clínica como Asunto/normas , Prevención Primaria/economía , Prevención Primaria/métodos , Factores de Riesgo
10.
PLoS Med ; 13(11): e1002158, 2016 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-27802278

RESUMEN

BACKGROUND: Rates of diabetes in Mexico are among the highest worldwide. In 2014, Mexico instituted a nationwide tax on sugar-sweetened beverages (SSBs) in order to reduce the high level of SSB consumption, a preventable cause of diabetes and cardiovascular disease (CVD). We used an established computer simulation model of CVD and country-specific data on demographics, epidemiology, SSB consumption, and short-term changes in consumption following the SSB tax in order to project potential long-range health and economic impacts of SSB taxation in Mexico. METHODS AND FINDINGS: We used the Cardiovascular Disease Policy Model-Mexico, a state transition model of Mexican adults aged 35-94 y, to project the potential future effects of reduced SSB intake on diabetes incidence, CVD events, direct diabetes healthcare costs, and mortality over 10 y. Model inputs included short-term changes in SSB consumption in response to taxation (price elasticity) and data from government and market research surveys and public healthcare institutions. Two main scenarios were modeled: a 10% reduction in SSB consumption (corresponding to the reduction observed after tax implementation) and a 20% reduction in SSB consumption (possible with increases in taxation levels and/or additional measures to curb consumption). Given uncertainty about the degree to which Mexicans will replace calories from SSBs with calories from other sources, we evaluated a range of values for calorie compensation. We projected that a 10% reduction in SSB consumption with 39% calorie compensation among Mexican adults would result in about 189,300 (95% uncertainty interval [UI] 155,400-218,100) fewer incident type 2 diabetes cases, 20,400 fewer incident strokes and myocardial infarctions, and 18,900 fewer deaths occurring from 2013 to 2022. This scenario predicts that the SSB tax could save Mexico 983 million international dollars (95% UI $769 million-$1,173 million). The largest relative and absolute reductions in diabetes and CVD events occurred in the youngest age group modeled (35-44 y). This study's strengths include the use of an established mathematical model of CVD and use of contemporary Mexican vital statistics, data from health surveys, healthcare costs, and SSB price elasticity estimates as well as probabilistic and deterministic sensitivity analyses to account for uncertainty. The limitations of the study include reliance on US-based studies for certain inputs where Mexico-specific data were lacking (specifically the associations between risk factors and CVD outcomes [from the Framingham Heart Study] and SSB calorie compensation assumptions), limited data on healthcare costs other than those related to diabetes, and lack of information on long-term SSB price elasticity that is specific to geographic and economic subgroups. CONCLUSIONS: Mexico's high diabetes prevalence represents a public health crisis. While the long-term impact of Mexico's SSB tax is not yet known, these projections, based on observed consumption reductions, suggest that Mexico's SSB tax may substantially decrease morbidity and mortality from diabetes and CVD while reducing healthcare costs.


Asunto(s)
Bebidas/análisis , Enfermedades Cardiovasculares/epidemiología , Diabetes Mellitus Tipo 2/epidemiología , Sacarosa en la Dieta/economía , Modelos Teóricos , Impuestos/economía , Adulto , Anciano , Anciano de 80 o más Años , Bebidas/economía , Enfermedades Cardiovasculares/inducido químicamente , Simulación por Computador , Diabetes Mellitus Tipo 2/inducido químicamente , Sacarosa en la Dieta/efectos adversos , Femenino , Costos de la Atención en Salud , Humanos , Incidencia , Masculino , México/epidemiología , Persona de Mediana Edad , Prevalencia , Factores de Riesgo , Edulcorantes/efectos adversos , Edulcorantes/economía
11.
Ann Intern Med ; 162(8): 533-41, 2015 Apr 21.
Artículo en Inglés | MEDLINE | ID: mdl-25894023

RESUMEN

BACKGROUND: Evidence to guide primary prevention in adults aged 75 years or older is limited. OBJECTIVE: To project the population impact and cost-effectiveness of statin therapy in adults aged 75 years or older. DESIGN: Forecasting study using the Cardiovascular Disease Policy Model, a Markov model. DATA SOURCES: Trial, cohort, and nationally representative data sources. TARGET POPULATION: U.S. adults aged 75 to 94 years. TIME HORIZON: 10 years. PERSPECTIVE: Health care system. INTERVENTION: Statins for primary prevention based on low-density lipoprotein cholesterol threshold of 4.91 mmol/L (190 mg/dL), 4.14 mmol/L (160 mg/dL), or 3.36 mmol/L (130 mg/dL); presence of diabetes; or 10-year risk score of at least 7.5%. OUTCOME MEASURES: Myocardial infarction (MI), coronary heart disease (CHD) death, disability-adjusted life-years, and costs. RESULTS OF BASE-CASE ANALYSIS: All adults aged 75 years or older in the National Health and Nutrition Examination Survey have a 10-year risk score greater than 7.5%. If statins had no effect on functional limitation or cognitive impairment, all primary prevention strategies would prevent MIs and CHD deaths and be cost-effective. Treatment of all adults aged 75 to 94 years would result in 8 million additional users and prevent 105 000 (4.3%) incident MIs and 68 000 (2.3%) CHD deaths at an incremental cost per disability-adjusted life-year of $25 200. RESULTS OF SENSITIVITY ANALYSIS: An increased relative risk for functional limitation or mild cognitive impairment of 1.10 to 1.29 could offset the cardiovascular benefits. LIMITATION: Limited trial evidence targeting primary prevention in adults aged 75 years or older. CONCLUSION: At effectiveness similar to that in trials, statins are projected to be cost-effective for primary prevention; however, even a small increase in geriatric-specific adverse effects could offset the cardiovascular benefit. Improved data on the potential benefits and harms of statins are needed to inform decision making. PRIMARY FUNDING SOURCE: American Heart Association Western States Affiliate, National Institute on Aging, and the National Institute for Diabetes on Digestive and Kidney Diseases.


Asunto(s)
Enfermedades Cardiovasculares/prevención & control , Análisis Costo-Beneficio , Inhibidores de Hidroximetilglutaril-CoA Reductasas/economía , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Prevención Primaria , Anciano , Anciano de 80 o más Años , Trastornos del Conocimiento/inducido químicamente , Femenino , Humanos , Inhibidores de Hidroximetilglutaril-CoA Reductasas/efectos adversos , Masculino , Cadenas de Markov , Años de Vida Ajustados por Calidad de Vida , Factores de Riesgo
12.
JAMA ; 316(7): 743-53, 2016 Aug 16.
Artículo en Inglés | MEDLINE | ID: mdl-27533159

RESUMEN

IMPORTANCE: Proprotein convertase subtilisin/kexin type 9 (PCSK9) inhibitors were recently approved for lowering low-density lipoprotein cholesterol in heterozygous familial hypercholesterolemia (FH) or atherosclerotic cardiovascular disease (ASCVD) and have potential for broad ASCVD prevention. Their long-term cost-effectiveness and effect on total health care spending are uncertain. OBJECTIVE: To estimate the cost-effectiveness of PCSK9 inhibitors and their potential effect on US health care spending. DESIGN, SETTING, AND PARTICIPANTS: The Cardiovascular Disease Policy Model, a simulation model of US adults aged 35 to 94 years, was used to evaluate cost-effectiveness of PCSK9 inhibitors or ezetimibe in heterozygous FH or ASCVD. The model incorporated 2015 annual PCSK9 inhibitor costs of $14,350 (based on mean wholesale acquisition costs of evolocumab and alirocumab); adopted a health-system perspective, lifetime horizon; and included probabilistic sensitivity analyses to explore uncertainty. EXPOSURES: Statin therapy compared with addition of ezetimibe or PCSK9 inhibitors. MAIN OUTCOMES AND MEASURES: Lifetime major adverse cardiovascular events (MACE: cardiovascular death, nonfatal myocardial infarction, or stroke), incremental cost per quality-adjusted life-year (QALY), and total effect on US health care spending over 5 years. RESULTS: Adding PCSK9 inhibitors to statins in heterozygous FH was estimated to prevent 316,300 MACE at a cost of $503,000 per QALY gained compared with adding ezetimibe to statins (80% uncertainty interval [UI], $493,000-$1,737,000). In ASCVD, adding PCSK9 inhibitors to statins was estimated to prevent 4.3 million MACE compared with adding ezetimibe at $414,000 per QALY (80% UI, $277,000-$1,539,000). Reducing annual drug costs to $4536 per patient or less would be needed for PCSK9 inhibitors to be cost-effective at less than $100,000 per QALY. At 2015 prices, PCSK9 inhibitor use in all eligible patients was estimated to reduce cardiovascular care costs by $29 billion over 5 years, but drug costs increased by an estimated $592 billion (a 38% increase over 2015 prescription drug expenditures). In contrast, initiating statins in these high-risk populations in all statin-tolerant individuals who are not currently using statins was estimated to save $12 billion. CONCLUSIONS AND RELEVANCE: Assuming 2015 prices, PCSK9 inhibitor use in patients with heterozygous FH or ASCVD did not meet generally acceptable incremental cost-effectiveness thresholds and was estimated to increase US health care costs substantially. Reducing annual drug prices from more than $14,000 to $4536 would be necessary to meet a $100,000 per QALY threshold.


Asunto(s)
Anticolesterolemiantes/economía , Enfermedades Cardiovasculares/prevención & control , Ezetimiba/economía , Hiperlipoproteinemia Tipo II/tratamiento farmacológico , Proproteína Convertasas/antagonistas & inhibidores , Adulto , Anciano , Anciano de 80 o más Años , Anticuerpos Monoclonales/economía , Anticuerpos Monoclonales Humanizados , Anticolesterolemiantes/uso terapéutico , Aterosclerosis/tratamiento farmacológico , LDL-Colesterol/sangre , Análisis Costo-Beneficio , Costos de los Medicamentos , Ezetimiba/uso terapéutico , Femenino , Humanos , Hiperlipoproteinemia Tipo II/sangre , Masculino , Persona de Mediana Edad , Proproteína Convertasa 9 , Años de Vida Ajustados por Calidad de Vida , Serina Endopeptidasas , Incertidumbre , Estados Unidos
13.
PLoS Med ; 12(8): e1001860, 2015 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-26241895

RESUMEN

BACKGROUND: Hypertension is China's leading cardiovascular disease risk factor. Improved hypertension control in China would result in result in enormous health gains in the world's largest population. A computer simulation model projected the cost-effectiveness of hypertension treatment in Chinese adults, assuming a range of essential medicines list drug costs. METHODS AND FINDINGS: The Cardiovascular Disease Policy Model-China, a Markov-style computer simulation model, simulated hypertension screening, essential medicines program implementation, hypertension control program administration, drug treatment and monitoring costs, disease-related costs, and quality-adjusted life years (QALYs) gained by preventing cardiovascular disease or lost because of drug side effects in untreated hypertensive adults aged 35-84 y over 2015-2025. Cost-effectiveness was assessed in cardiovascular disease patients (secondary prevention) and for two blood pressure ranges in primary prevention (stage one, 140-159/90-99 mm Hg; stage two, ≥160/≥100 mm Hg). Treatment of isolated systolic hypertension and combined systolic and diastolic hypertension were modeled as a reduction in systolic blood pressure; treatment of isolated diastolic hypertension was modeled as a reduction in diastolic blood pressure. One-way and probabilistic sensitivity analyses explored ranges of antihypertensive drug effectiveness and costs, monitoring frequency, medication adherence, side effect severity, background hypertension prevalence, antihypertensive medication treatment, case fatality, incidence and prevalence, and cardiovascular disease treatment costs. Median antihypertensive costs from Shanghai and Yunnan province were entered into the model in order to estimate the effects of very low and high drug prices. Incremental cost-effectiveness ratios less than the per capita gross domestic product of China (11,900 international dollars [Int$] in 2015) were considered cost-effective. Treating hypertensive adults with prior cardiovascular disease for secondary prevention was projected to be cost saving in the main simulation and 100% of probabilistic simulation results. Treating all hypertension for primary and secondary prevention would prevent about 800,000 cardiovascular disease events annually (95% uncertainty interval, 0.6 to 1.0 million) and was borderline cost-effective incremental to treating only cardiovascular disease and stage two patients (2015 Int$13,000 per QALY gained [95% uncertainty interval, Int$10,000 to Int$18,000]). Of all one-way sensitivity analyses, assuming adherence to taking medications as low as 25%, high Shanghai drug costs, or low medication efficacy led to the most unfavorable results (treating all hypertension, about Int$47,000, Int$37,000, and Int$27,000 per QALY were gained, respectively). The strengths of this study were the use of a recent Chinese national health survey, vital statistics, health care costs, and cohort study outcomes data as model inputs and reliance on clinical-trial-based estimates of coronary heart disease and stroke risk reduction due to antihypertensive medication treatment. The limitations of the study were the use of several sources of data, limited clinical trial evidence for medication effectiveness and harms in the youngest and oldest age groups, lack of information about geographic and ethnic subgroups, lack of specific information about indirect costs borne by patients, and uncertainty about the future epidemiology of cardiovascular diseases in China. CONCLUSIONS: Expanded hypertension treatment has the potential to prevent about 800,000 cardiovascular disease events annually and be borderline cost-effective in China, provided low-cost essential antihypertensive medicines programs can be implemented.


Asunto(s)
Antihipertensivos/economía , Hipertensión/tratamiento farmacológico , Hipertensión/economía , Adulto , Anciano , Anciano de 80 o más Años , China , Simulación por Computador , Análisis Costo-Beneficio , Monitoreo de Drogas , Femenino , Humanos , Masculino , Cadenas de Markov , Persona de Mediana Edad
14.
J Gen Intern Med ; 30(8): 1147-55, 2015 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-25749880

RESUMEN

BACKGROUND: Only half of hypertensive adults achieve blood pressure (BP) control in the United States, and it is unclear how BP control rates may be improved most effectively and efficiently at the population level. OBJECTIVE: We sought to compare the potential effects of system-wide isolated improvements in medication adherence, visit frequency, and higher physician prescription rate on achieving BP control at 52 weeks. DESIGN: We developed a Markov microsimulation model of patient-level, physician-level, and system-level processes involved in controlling hypertension with medications. The model is informed by data from national surveys, cohort studies and trials, and was validated against two multicenter clinical trials (ALLHAT and VALUE). SUBJECTS: We studied a simulated, nationally representative cohort of patients with diagnosed but uncontrolled hypertension with a usual source of care. INTERVENTIONS: We simulated a base case and improvements of 10 and 50%, and an ideal scenario for three modifiable parameters: visit frequency, treatment intensification, and medication adherence. Ideal scenarios were defined as 100% for treatment intensification and adherence, and return visits occurring within 4 weeks of an elevated office systolic BP. MAIN OUTCOME: BP control at 52 weeks of follow-up was examined. RESULTS: Among 25,000 hypothetical adult patients with uncontrolled hypertension (systolic BP ≥ 140 mmHg), only 18% achieved BP control after 52 weeks using base-case assumptions. With 10/50%/idealized enhancements in each isolated parameter, enhanced treatment intensification achieved the greatest BP control (19/23/71%), compared with enhanced visit frequency (19/21/35%) and medication adherence (19/23/26%). When all three processes were idealized, the model predicted a BP control rate of 95% at 52 weeks. CONCLUSION: Substantial improvements in BP control can only be achieved through major improvements in processes of care. Healthcare systems may achieve greater success by increasing the frequency of clinical encounters and improving physicians' prescribing behavior than by attempting to improve patient adherence to medications.


Asunto(s)
Antihipertensivos/uso terapéutico , Presión Sanguínea/efectos de los fármacos , Simulación por Computador , Hipertensión/tratamiento farmacológico , Modelos Cardiovasculares , Calidad de la Atención de Salud , Adulto , Atención a la Salud , Prescripciones de Medicamentos , Humanos , Cadenas de Markov , Cumplimiento de la Medicación , Método de Montecarlo , Visita a Consultorio Médico/estadística & datos numéricos , Pautas de la Práctica en Medicina , Calidad de la Atención de Salud/organización & administración , Estados Unidos
16.
Tob Control ; 23(2): e6, 2014 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-23092886

RESUMEN

BACKGROUND: Argentina's congress passed a tobacco control law that would enforce 100% smoke-free environments for the entire country, strong and pictorial health warnings on tobacco products and a comprehensive advertising ban. However, the Executive Branch continues to review the law and it has not been fully implemented. Our objective was to project the potential impact of full implementation of this tobacco control legislation on cardiovascular disease. METHODS: The Coronary Heart Disease (CHD) Policy Model was used to project future cardiovascular events. Data sources for the model included vital statistics, morbidity and mortality data, and tobacco use estimates from the National Risk Factor Survey. Estimated effectiveness of interventions was based on a literature review. Results were expressed as life-years, myocardial infarctions and strokes saved in an 8-year-period between 2012 and 2020. In addition we projected the incremental effectiveness on the same outcomes of a tobacco price increase not included in the law. RESULTS: In the period 2012-2020, 7500 CHD deaths, 16 900 myocardial infarctions and 4300 strokes could be avoided with the full implementation and enforcement of this law. Annual per cent reduction would be 3% for CHD deaths, 3% for myocardial infarctions and 1% for stroke. If a tobacco price increase is implemented the projected avoided CHD deaths, myocardial infarctions and strokes would be 15 500, 34 600 and 11 900, respectively. CONCLUSIONS: Implementation of the tobacco control law would produce significant public health benefits in Argentina. Strong advocacy is needed at national and international levels to get this law implemented throughout Argentina.


Asunto(s)
Enfermedad Coronaria/prevención & control , Infarto del Miocardio/prevención & control , Fumar/legislación & jurisprudencia , Accidente Cerebrovascular/prevención & control , Contaminación por Humo de Tabaco/legislación & jurisprudencia , Adulto , Anciano , Anciano de 80 o más Años , Argentina/epidemiología , Enfermedad Coronaria/etiología , Enfermedad Coronaria/mortalidad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Infarto del Miocardio/etiología , Salud Pública , Factores de Riesgo , Prevención del Hábito de Fumar , Accidente Cerebrovascular/etiología , Contaminación por Humo de Tabaco/efectos adversos
18.
PLoS One ; 19(6): e0305948, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38913678

RESUMEN

BACKGROUND: The well-established inverse relationship between socioeconomic status (SES) and risk of developing coronary heart disease (CHD) cannot be explained solely by differences in traditional risk factors. OBJECTIVE: To model the role SES plays in the burden of premature CHD in Argentina. MATERIALS AND METHODS: We used the Cardiovascular Disease Policy Model-Argentina to project incident CHD events and mortality in low and high-SES Argentinean adults 35 to 64 years of age from 2015 to 2024. Using data from the 2018 National Risk Factor Survey, we defined low SES as not finishing high-school and/or reporting a household income in quintiles 1 or 2. We designed simulations to apportion CHD outcomes in low SES adults to: (1) differences in the prevalence of traditional risk factors between low and high SES adults; (2) nontraditional risk associated with low SES status; (3) preventable events if risk factors were improved to ideal levels; and (4) underlying age- and sex-based risk. RESULTS: 56% of Argentina´s 35- to 64-year-old population has low SES. Both high and low SES groups have poor control of traditional risk factors. Compared with high SES population, low SES population had nearly 2-fold higher rates of incident CHD and CHD deaths per 10 000 person-years (incident CHD: men 80.8 [95%CI 76.6-84.9] vs 42.9 [95%CI 37.4-48.1], women 39.0 [95%CI 36.-41.2] vs 18.6 [95%CI 16.3-20.9]; CHD deaths: men 10.0 [95%CI 9.5-10.5] vs 6.0 [95%CI 5.6-6.4], women 3.2 [95%CI 3.0-3.4] vs 1.8 [95%CI 1.7-1.9]). Nontraditional low SES risk accounts for 73.5% and 70.4% of the event rate gap between SES levels for incident CHD and CHD mortality rates, respectively. DISCUSSION: CHD prevention policies in Argentina should address contextual aspects linked to SES, such as access to education or healthcare, and should also aim to implement known clinical strategies to achieve better control of CHD risk factors in all socioeconomic levels.


Asunto(s)
Enfermedad Coronaria , Clase Social , Humanos , Argentina/epidemiología , Adulto , Persona de Mediana Edad , Masculino , Femenino , Enfermedad Coronaria/epidemiología , Enfermedad Coronaria/mortalidad , Factores de Riesgo , Prevalencia , Estatus Socioeconómico Bajo
19.
Hypertension ; 81(8): 1758-1765, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38881463

RESUMEN

BACKGROUND: The 2017 American College of Cardiology/American Heart Association blood pressure guideline classified 31 million US adults as having stage 1 hypertension and recommended clinicians provide counseling on behavioral change to the low-risk portion of this group. However, nationwide reductions in cardiovascular disease (CVD) and associated health care expenditures achievable by nonpharmacologic therapy remain unquantified. METHODS: We simulated interventions on a target population of US adults aged 35 to 64 years, identified from the 2015-2018 National Health and Nutrition Examination Survey, with low-risk stage 1 systolic hypertension: that is, untreated systolic blood pressure 130 to 139 mm Hg with diastolic BP <90 mm Hg; no history of CVD, diabetes, or chronic kidney disease; and a low 10-year risk of CVD. We used meta-analyses and trials to estimate the effects of population-level behavior modification on systolic blood pressure. We assessed the extent to which restricting intervention to those in regular contact with clinicians might prevent the delivery of nonpharmacologic therapy. RESULTS: Controlling systolic blood pressure to <130 mm Hg among the 8.8 million low-risk US adults with stage 1 hypertension could prevent 26 100 CVD events, avoid 2900 deaths, and save $1.7 billion in total direct health care costs over 10 years. Adoption of the Dietary Approaches to Stop Hypertension diet could prevent 28 000 CVD events. Other nonpharmacologic interventions could avert between 3800 and 19 500 CVD events. However, only 51% of men and 75% of women regularly interacted with clinicians for counseling opportunities. CONCLUSIONS: Among low-risk adults with stage 1 hypertension, substantial benefits to cardiovascular health could be achieved through public policy that promotes the adoption of nonpharmacologic therapy.


Asunto(s)
Hipertensión , Humanos , Hipertensión/terapia , Hipertensión/epidemiología , Adulto , Persona de Mediana Edad , Estados Unidos/epidemiología , Masculino , Femenino , Encuestas Nutricionales , Presión Sanguínea/fisiología , Enfermedades Cardiovasculares/prevención & control , Enfermedades Cardiovasculares/terapia , Enfermedades Cardiovasculares/epidemiología
20.
Circulation ; 125(2): 260-70, 2012 Jan 17.
Artículo en Inglés | MEDLINE | ID: mdl-22144567

RESUMEN

BACKGROUND: Noninvasive stress testing might guide the use of aspirin and statins for primary prevention of coronary heart disease, but it is unclear if such a strategy would be cost effective. METHODS AND RESULTS: We compared the status quo, in which the current national use of aspirin and statins was simulated, with 3 other strategies: (1) full implementation of Adult Treatment Panel III guidelines, (2) a treat-all strategy in which all intermediate-risk persons received statins (men and women) and aspirin (men only), and (3) a test-and-treat strategy in which all persons with an intermediate risk of coronary heart disease underwent stress testing and those with a positive test were treated with high-intensity statins (men and women) and aspirin (men only). Healthcare costs, coronary heart disease events, and quality-adjusted life years from 2011 to 2040 were projected. Under a variety of assumptions, the treat-all strategy was the most effective and least expensive strategy. Stress electrocardiography was more effective and less expensive than other test-and-treat strategies, but it was less expensive than treat all only if statin cost exceeded $3.16/pill or if testing increased adherence from <22% to >75%. However, stress electrocardiography could be cost effective in persons initially nonadherent to the treat-all strategy if it raised their adherence to 5% and cost saving if it raised their adherence to 13%. CONCLUSIONS: When generic high-potency statins are available, noninvasive cardiac stress testing to target preventive medications is not cost effective unless it substantially improves adherence.


Asunto(s)
Enfermedad Coronaria/economía , Enfermedad Coronaria/prevención & control , Prueba de Esfuerzo , Costos de la Atención en Salud , Adulto , Anciano , Anciano de 80 o más Años , Aspirina/economía , Aspirina/uso terapéutico , Simulación por Computador , Enfermedad Coronaria/diagnóstico , Análisis Costo-Beneficio , Electrocardiografía/métodos , Femenino , Humanos , Inhibidores de Hidroximetilglutaril-CoA Reductasas/economía , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Masculino , Persona de Mediana Edad , Cooperación del Paciente , Años de Vida Ajustados por Calidad de Vida , Medición de Riesgo
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