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1.
Glob Health Promot ; : 17579759221079603, 2022 Apr 19.
Artigo em Inglês | MEDLINE | ID: mdl-35440241

RESUMO

Health impact of the total ban on advertising of tobacco productsThe objective was to estimate the health impact of the total ban on advertising of tobacco products in terms of avoided cardiovascular events in those over 35 years of age in Argentina.The Cardiovascular Disease Policy Model (CVDPM) was used, which is a Markov simulation model used to represent and project mortality and morbidity due to cardiovascular disease (CVD) in the population aged 35 or over. It constitutes a demographic-epidemiological model, which represents the population between 35 and 95 years of age and uses a logistic regression model based on the Framingham equation to estimate the annual incidence of cardiovascular disease. We assumed that implementing a complete ban on the advertising of tobacco products would lead to a 9% reduction in tobacco consumption.The complete ban on advertising could prevent 15,164 deaths over a period of 10 years, of which 2610 would be the result of coronary heart disease and 747 due to stroke. These reductions would mean an annual decrease of 0.46% of total deaths, 0.60% of deaths from coronary heart disease and 0.33% in deaths from stroke. In addition, during the same period, it would avoid 6630 acute myocardial infarctions and 2851 strokes (reductions of 1.35% and 0.40%, respectively).We hope that these findings might contribute to the strengthening of sanitary tobacco control policies in Argentina based on the remarkable benefits of banning the advertising of tobacco products in full and in line with current global recommendations.

2.
JAMA Cardiol ; 5(8): 899-908, 2020 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-32459344

RESUMO

Importance: Individuals with low socioeconomic status (SES) bear a disproportionate share of the coronary heart disease (CHD) burden, and CHD remains the leading cause of mortality in low-income US counties. Objective: To estimate the excess CHD burden among individuals in the United States with low SES and the proportions attributable to traditional risk factors and to other factors associated with low SES. Design, Setting, and Participants: This computer simulation study used the Cardiovascular Disease Policy Model, a model of CHD and stroke incidence, prevalence, and mortality among adults in the United States, to project the excess burden of early CHD. The proportion of this excess burden attributable to traditional CHD risk factors (smoking, high blood pressure, high low-density lipoprotein cholesterol, low high-density lipoprotein cholesterol, type 2 diabetes, and high body mass index) compared with the proportion attributable to other risk factors associated with low SES was estimated. Model inputs were derived from nationally representative US data and cohort studies of incident CHD. All US adults aged 35 to 64 years, stratified by SES, were included in the simulations. Exposures: Low SES was defined as income below 150% of the federal poverty level or educational level less than a high school diploma. Main Outcomes and Measures: Premature (before age 65 years) myocardial infarction (MI) rates and CHD deaths. Results: Approximately 31.2 million US adults aged 35 to 64 years had low SES, of whom approximately 16 million (51.3%) were women. Compared with individuals with higher SES, both men and women in the low-SES group had double the rate of MIs (men: 34.8 [95% uncertainty interval (UI), 31.0-38.8] vs 17.6 [95% UI, 16.0-18.6]; women: 15.1 [95% UI, 13.4-16.9] vs 6.8 [95% UI, 6.3-7.4]) and CHD deaths (men: 14.3 [95% UI, 13.0-15.7] vs 7.6 [95% UI, 7.3-7.9]; women: 5.6 [95% UI, 5.0-6.2] vs 2.5 [95% UI, 2.3-2.6]) per 10 000 person-years. A higher burden of traditional CHD risk factors in adults with low SES explained 40% of these excess events; the remaining 60% of these events were attributable to other factors associated with low SES. Among a simulated cohort of 1.3 million adults with low SES who were 35 years old in 2015, the model projected that 250 000 individuals (19%) will develop CHD by age 65 years, with 119 000 (48%) of these CHD cases occurring in excess of those expected for individuals with higher SES. Conclusions and Relevance: This study suggested that, for approximately one-quarter of US adults aged 35 to 64 years, low SES was substantially associated with early CHD burden. Although biomedical interventions to modify traditional risk factors may decrease the disease burden, disparities by SES may remain without addressing SES itself.


Assuntos
Doença das Coronárias/etiologia , Disparidades nos Níveis de Saúde , Classe Social , Adulto , Fatores Etários , Doença das Coronárias/economia , Doença das Coronárias/epidemiologia , Doença das Coronárias/mortalidade , Feminino , Fatores de Risco de Doenças Cardíacas , Humanos , Masculino , Pessoa de Meia-Idade , Modelos Estatísticos , Pobreza/estatística & dados numéricos , Fatores de Risco , Acidente Vascular Cerebral/economia , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/etiologia , Acidente Vascular Cerebral/mortalidade , Estados Unidos/epidemiologia
3.
Circulation ; 136(17): 1575-1584, 2017 Oct 24.
Artigo em Inglês | MEDLINE | ID: mdl-28882886

RESUMO

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.


Assuntos
Poluição do Ar/efeitos adversos , Doença das Coronárias/mortalidade , Hipertensão/mortalidade , Modelos Biológicos , Fumar/mortalidade , População Urbana , Adulto , Idoso , Idoso de 80 Anos ou mais , China/epidemiologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade
4.
JAMA ; 316(7): 743-53, 2016 Aug 16.
Artigo em Inglês | MEDLINE | ID: mdl-27533159

RESUMO

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.


Assuntos
Anticolesterolemiantes/economia , Doenças Cardiovasculares/prevenção & controle , Ezetimiba/economia , Hiperlipoproteinemia Tipo II/tratamento farmacológico , Pró-Proteína Convertases/antagonistas & inibidores , Adulto , Idoso , Idoso de 80 Anos ou mais , Anticorpos Monoclonais/economia , Anticorpos Monoclonais Humanizados , Anticolesterolemiantes/uso terapêutico , Aterosclerose/tratamento farmacológico , LDL-Colesterol/sangue , Análise Custo-Benefício , Custos de Medicamentos , Ezetimiba/uso terapêutico , Feminino , Humanos , Hiperlipoproteinemia Tipo II/sangue , Masculino , Pessoa de Meia-Idade , Pró-Proteína Convertase 9 , Anos de Vida Ajustados por Qualidade de Vida , Serina Endopeptidases , Incerteza , Estados Unidos
5.
Tob Control ; 23(2): e6, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23092886

RESUMO

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.


Assuntos
Doença das Coronárias/prevenção & controle , Infarto do Miocárdio/prevenção & controle , Fumar/legislação & jurisprudência , Acidente Vascular Cerebral/prevenção & controle , Poluição por Fumaça de Tabaco/legislação & jurisprudência , Adulto , Idoso , Idoso de 80 Anos ou mais , Argentina/epidemiologia , Doença das Coronárias/etiologia , Doença das Coronárias/mortalidade , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Infarto do Miocárdio/etiologia , Saúde Pública , Fatores de Risco , Prevenção do Hábito de Fumar , Acidente Vascular Cerebral/etiologia , Poluição por Fumaça de Tabaco/efeitos adversos
6.
Rev. panam. salud pública ; 32(4): 274-280, Oct. 2012. f274, l280
Artigo em Espanhol | LILACS | ID: lil-659973

RESUMO

Objetivo. Estimar la relación costo-utilidad de una intervención dirigida a reducir el consumo de sal en la dieta de personas mayores de 35 años en Argentina. Métodos. La intervención consistió en reducir entre 5% y 25% el contenido de sal en los alimentos. Se utilizó el modelo de simulación del impacto de las políticas sobre la enfermedad coronaria para predecir la evolución de la incidencia, la prevalencia, la mortalidad y los costos en la población de la enfermedad coronaria y cerebrovascular en personas de 35 a 84 años. Se modeló el efecto y los costos de una disminución de 3 g de sal en la dieta, mediante su reducción en alimentos procesados y en la añadida por los consumidores, por un período de 10 años. Se estimó el cambio en la ocurrencia de eventos en este período y la ganancia en años de vida ajustados por la calidad (AVAC) en un escenario de efecto alto y otro de efecto bajo. Resultados. La intervención generó un ahorro neto de US$ 3 765 millones y una ganancia de 656 657 AVAC en el escenario de efecto alto y de US$ 2 080 millones y 401 659 AVAC en el escenario de efecto bajo. Se obtendrían reducciones en la incidencia de enfermedad coronaria (24,1%), infarto agudo de miocardio (21,6%) y accidente cerebrovascular (20,5%), y en la mortalidad por enfermedad coronaria (19,9%) y por todas las causas (6,4%). Se observaron beneficios para todos los grupos de edad y sexo. Conclusiones. La implementación de esta estrategia de reducción del consumo de sal produciría un efecto sanitario muy positivo, tanto en AVAC ganados como en recursos económicos ahorrados.


Objective. Estimate the cost-utility ratio of an intervention to reduce dietary salt intake in people over the age of 35 in Argentina. Methods. The intervention consisted of reducing salt content in food by 5% to 25%. A simulation model was used to measure the impact of policies on heart disease in order to predict incidence, prevalence, mortality, and cost trends for heart and cerebrovascular disease in the population aged 35–84. The intervention modeled the impact and costs of a 3-gram reduction in dietary salt intake by reducing the amount of salt in processed food and salt added to food by the participants themselves over a 10-year period. Changes in event occurrence during this period and gains in quality-adjusted life years (QALY) were estimated in high- and low-impact scenarios. Results. The intervention generated a net savings of US$ 3 765 million and a gain of 656 657 QALYs in the high-impact scenario and a savings of US$ 2 080 million and 401 659 QALY in the low-impact scenario. The result would be reductions in the incidence of heart disease (24.1%), acute myocardial infarction (21.6%), and stroke (20.5%), as well as in mortality from heart disease (19.9%) and all causes (6.4%). Benefits were observed for all age groups and both genders. Conclusions. Implementing this strategy to reduce salt intake would produce a very positive health impact, both in QALY gains and savings in economic resources.


Assuntos
Humanos , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Idoso , Idoso de 80 Anos ou mais , Doenças Cardiovasculares/economia , Doenças Cardiovasculares/epidemiologia , Promoção da Saúde/economia , Cloreto de Sódio na Dieta/administração & dosagem , Argentina/epidemiologia , Doenças Cardiovasculares/prevenção & controle , Análise Custo-Benefício , Incidência , Anos de Vida Ajustados por Qualidade de Vida
7.
Int J Cardiol ; 150(3): 332-7, 2011 Aug 04.
Artigo em Inglês | MEDLINE | ID: mdl-21550675

RESUMO

BACKGROUND: Cardiovascular disease is the leading cause of death in Argentina and the U.S. Argentina is 92% urban, with cardiovascular disease risk factor levels approximating the U.S. METHODS: The Coronary Heart Disease (CHD) Policy Model is a national-scale computer model of CHD and stroke. Risk factor data were obtained from the Cardiovascular Risk Factor Multiple Evaluation in Latin America Study (2003-04), Argentina National Risk Factor Survey (2005) and U.S. national surveys. Proportions of cardiovascular events over 2005-2015 attributable to risk factors were simulated by setting risk factors to optimal exposure levels [systolic blood pressure (SBP) 115 mm Hg, low-density lipoprotein cholesterol (LDL) 2.00 mmol/l (78 mg/dl), high-density lipoprotein cholesterol (HDL) 1.03 mmol/l (60 mg/dl), absence of diabetes, and smoking]. Cardiovascular disease attributable to body mass index (BMI) >21 kg/m² was assumed mediated through SBP, LDL, HDL, and diabetes. RESULTS: Cardiovascular disease attributable to major risk factors was similar between Argentina and the U.S., except for elevated SBP in men (CHD 8% points higher in Argentine men, 6% higher for stroke). CHD attributable to BMI >21 kg/m² was substantially higher in the U.S. (men 10-11% points higher; women CHD 13-14% higher). CONCLUSIONS: Projected cardiovascular disease attributable to major risk factors appeared similar in Argentina and the U.S., though elevated BMI may be responsible for more of U.S. cardiovascular disease. A highly urbanized middle-income nation can have cardiovascular disease rates and risk factor levels comparable to a high income nation, but fewer resources for fighting the epidemic.


Assuntos
Simulação por Computador , Doença das Coronárias/epidemiologia , Política de Saúde , Acidente Vascular Cerebral/epidemiologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Argentina/epidemiologia , Simulação por Computador/tendências , Doença das Coronárias/etiologia , Complicações do Diabetes/complicações , Complicações do Diabetes/epidemiologia , Feminino , Política de Saúde/tendências , Inquéritos Epidemiológicos/métodos , Humanos , Masculino , Pessoa de Meia-Idade , Fatores de Risco , Fumar/efeitos adversos , Fumar/epidemiologia , Acidente Vascular Cerebral/etiologia , Estados Unidos/epidemiologia
8.
Circ Cardiovasc Qual Outcomes ; 3(3): 243-52, 2010 May.
Artigo em Inglês | MEDLINE | ID: mdl-20442213

RESUMO

BACKGROUND: The relative effects of individual and combined risk factor trends on future cardiovascular disease in China have not been quantified in detail. METHODS AND RESULTS: Future risk factor trends in China were projected based on prior trends. Cardiovascular disease (coronary heart disease and stroke) in adults ages 35 to 84 years was projected from 2010 to 2030 using the Coronary Heart Disease Policy Model-China, a Markov computer simulation model. With risk factor levels held constant, projected annual cardiovascular events increased by >50% between 2010 and 2030 based on population aging and growth alone. Projected trends in blood pressure, total cholesterol, diabetes (increases), and active smoking (decline) would increase annual cardiovascular disease events by an additional 23%, an increase of approximately 21.3 million cardiovascular events and 7.7 million cardiovascular deaths over 2010 to 2030. Aggressively reducing active smoking in Chinese men to 20% prevalence in 2020 and 10% prevalence in 2030 or reducing mean systolic blood pressure by 3.8 mm Hg in men and women would counteract adverse trends in other risk factors by preventing cardiovascular events and 2.9 to 5.7 million total deaths over 2 decades. CONCLUSIONS: Aging and population growth will increase cardiovascular disease by more than a half over the coming 20 years, and projected unfavorable trends in blood pressure, total cholesterol, diabetes, and body mass index may accelerate the epidemic. National policy aimed at controlling blood pressure, smoking, and other risk factors would counteract the expected future cardiovascular disease epidemic in China.


Assuntos
Simulação por Computador , Doença das Coronárias/epidemiologia , Previsões , Política de Saúde/tendências , Cadeias de Markov , Adulto , Idoso , Idoso de 80 Anos ou mais , China , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Modelos Cardiovasculares , Fatores de Risco
9.
N Engl J Med ; 362(7): 590-9, 2010 Feb 18.
Artigo em Inglês | MEDLINE | ID: mdl-20089957

RESUMO

BACKGROUND: The U.S. diet is high in salt, with the majority coming from processed foods. Reducing dietary salt is a potentially important target for the improvement of public health. METHODS: We used the Coronary Heart Disease (CHD) Policy Model to quantify the benefits of potentially achievable, population-wide reductions in dietary salt of up to 3 g per day (1200 mg of sodium per day). We estimated the rates and costs of cardiovascular disease in subgroups defined by age, sex, and race; compared the effects of salt reduction with those of other interventions intended to reduce the risk of cardiovascular disease; and determined the cost-effectiveness of salt reduction as compared with the treatment of hypertension with medications. RESULTS: Reducing dietary salt by 3 g per day is projected to reduce the annual number of new cases of CHD by 60,000 to 120,000, stroke by 32,000 to 66,000, and myocardial infarction by 54,000 to 99,000 and to reduce the annual number of deaths from any cause by 44,000 to 92,000. All segments of the population would benefit, with blacks benefiting proportionately more, women benefiting particularly from stroke reduction, older adults from reductions in CHD events, and younger adults from lower mortality rates. The cardiovascular benefits of reduced salt intake are on par with the benefits of population-wide reductions in tobacco use, obesity, and cholesterol levels. A regulatory intervention designed to achieve a reduction in salt intake of 3 g per day would save 194,000 to 392,000 quality-adjusted life-years and $10 billion to $24 billion in health care costs annually. Such an intervention would be cost-saving even if only a modest reduction of 1 g per day were achieved gradually between 2010 and 2019 and would be more cost-effective than using medications to lower blood pressure in all persons with hypertension. CONCLUSIONS: Modest reductions in dietary salt could substantially reduce cardiovascular events and medical costs and should be a public health target.


Assuntos
Doenças Cardiovasculares/prevenção & controle , Dieta/normas , Custos de Cuidados de Saúde , Sódio na Dieta/administração & dosagem , Adulto , Idoso , Doenças Cardiovasculares/economia , Doenças Cardiovasculares/epidemiologia , Doenças Cardiovasculares/etnologia , Simulação por Computador , Análise Custo-Benefício , Feminino , Humanos , Masculino , Cadeias de Markov , Pessoa de Meia-Idade , Modelos Biológicos , Anos de Vida Ajustados por Qualidade de Vida , Fatores de Risco , Estados Unidos
10.
Am J Prev Med ; 36(1): 13-20, 2009 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-19095162

RESUMO

BACKGROUND: Passive smoking is a major risk factor for coronary heart disease (CHD), and existing estimates are out of date due to recent and substantial changes in the level of exposure. OBJECTIVE: To estimate the annual clinical burden and cost of CHD treatment attributable to passive smoking. OUTCOME MEASURES: Annual attributable CHD deaths, myocardial infarctions (MI), total CHD events, and the direct cost of CHD treatment. METHODS: A Monte Carlo simulation estimated the CHD events and costs as a function of the prevalence of CHD risk factors, including passive-smoking prevalence and a low (1.26) and high (1.65) relative risk of CHD due to passive smoking. Estimates were calculated using the CHD Policy Model, calibrated to reproduce key CHD outcomes in the baseline Year 2000 in the U.S. RESULTS: At 1999-2004 levels, passive smoking caused 21,800 (SE=2400) to 75,100 (SE=8000) CHD deaths and 38,100 (SE=4300) to 128,900 (SE=14,000) MIs annually, with a yearly CHD treatment cost of $1.8 (SE=$0.2) to $6.0 (SE=$0.7) billion. If recent trends in the reduction in the prevalence of passive smoking continue from 2000 to 2008, the burden would be reduced by approximately 25%-30%. CONCLUSIONS: Passive smoking remains a substantial clinical and economic burden in the U.S.


Assuntos
Doença das Coronárias/epidemiologia , Poluição por Fumaça de Tabaco/estatística & dados numéricos , Adulto , Idoso , Idoso de 80 Anos ou mais , Simulação por Computador , Doença das Coronárias/sangue , Cotinina/sangue , Feminino , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Modelos Estatísticos , Método de Monte Carlo , Análise Multivariada , Prevalência , Fatores de Risco , Fumar/epidemiologia , Estados Unidos/epidemiologia
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