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BACKGROUND: Breast cancer is the most frequently diagnosed cancer in women and the leading cause of cancer death among females worldwide. In recent decades, breast cancer death rates have been stable or decreasing in more developed regions; however, this has not been observed in less developed regions. This study aims to evaluate inequalities in the burden of female breast cancer in Brazil including an analysis of interregional and interstate patterns in incidence, mortality and disability-adjusted life years (DALYs) rates from 1990 to 2017, and mortality-to-incidence ratio (MIR), and their association with the Socio-demographic Index (SDI). METHODS: Using estimates from the global burden of disease (GBD) study, we applied a spatial exploratory analysis technique to obtain measurements of global and local spatial correlation. Percentage changes of breast cancer incidence, mortality, and DALYs rates between 1990 and 2017 were calculated, and maps were developed to show the spatial distribution of the variables. Spatial panel models were adjusted to investigate the association between rates and SDI in Brazilian states. RESULTS: In Brazil, while breast cancer mortality rate have had modest reduction (-4.45%; 95% UI: -6.97; -1.76) between 1990 and 2017, the incidence rate increased substantially (+39.99%; 95% UI: 34.90; 45.39). Breast cancer incidence and mortality rates in 1990 and 2017 were higher in regions with higher SDI, i.e., the most developed ones. While SDI increased in all Brazilian states between 1990 and 2017, notably in less developed regions, MIR decreased, more notably in more developed regions. The SDI had a positive association with incidence rate and a negative association with MIR. CONCLUSION: Such findings suggest an improvement in breast cancer survival in the period, which may be related to a broader access to diagnostic methods and treatment. This study also revealed the inequality in breast cancer outcomes among Brazilian states and may guide public policy priorities for disease control in the country.
Subject(s)
Breast Neoplasms/epidemiology , Socioeconomic Factors , Brazil/epidemiology , Breast Neoplasms/mortality , Female , Global Burden of Disease , Global Health , Health Status Disparities , Humans , Incidence , Quality-Adjusted Life Years , Risk FactorsABSTRACT
OBJECTIVE: To analyze breast cancer mortality trends in Brazilian municipalities and assess the influence of socioeconomic and demographic factors on mortality rates. METHODS: Age-adjusted mortality rates were calculated for the periods centered in 1990, 2000, and 2010 and corrected for ill-defined causes of death. After that, panel data regression models were developed for analysis of the association between the factors of interest and the mortality rate from breast cancer in Brazilian municipalities. RESULTS: A growing trend was detected in breast cancer mortality in Brazil. However, the models showed that the mortality could have decreased (negative trend), especially in the Southeast and South regions, if some associated factors (such as income, education, longevity, fertility rate, health spending, and infrastructure, among others) had remained constant during the study period. Breast cancer mortality was positively/significantly associated with longevity and negatively/significantly associated with public health spending. Mortality was higher in the South and Southeast, in municipalities with more than 500 000 inhabitants and in those with population below 5 000. CONCLUSIONS: The growth in per capita income, the increase in life expectancy, and the decrease in fertility rates may be associated with high breast cancer mortality and a trend towards increased mortality from this cancer in Brazilian municipalities.
OBJETIVO: Analizar las tendencias de la mortalidad por cáncer de mama en municipios brasileños y evaluar la influencia de factores socioeconómicos y demográficos sobre las tasas de mortalidad. MÉTODOS: Se calcularon las tasas de mortalidad, ajustadas por grupo etario y corregidas por causas mal definidas, para los años 1990, 2000 y 2010. Posteriormente, se calcularon modelos de regresión, a partir de datos de panel, que permitieron verificar el grado de asociación entre distintos factores de interés y la tasa de mortalidad por esta enfermedad. RESULTADOS: Se verificó que había una tendencia al aumento de la mortalidad en el país. Sin embargo, los modelos indicaron que la mortalidad podría haber disminuido (tendencia negativa), principalmente en el sudeste y el sur, si algunos factores asociados (por ejemplo, nivel de ingresos, educación, longevidad, tasa de fecundidad, gastos en salud, infraestructura, entre otros) hubieran permanecido constantes durante el período en estudio. Se observó que la mortalidad por cáncer de mama presentó una asociación positiva y significativa con la longevidad, y negativa y significativa con el nivel del gasto público en salud. La mortalidad fue mayor en las zonas sur y sudeste, en los municipios con más de 500 000 habitantes y en aquellos cuya población es inferior a 5000. CONCLUSIONES: El aumento de los ingresos per cápita, el incremento de la esperanza de vida y la disminución de la tasa de fecundidad pueden estar asociados a tasas altas de mortalidad por cáncer de mama y a una tendencia al aumento de dicha mortalidad en los municipios brasileños.
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Since human papillomavirus (HPV) is recognized as the causative agent of cervical cancer and associated with anogenital non-cervical and oropharyngeal cancers, the characterization of the HPV types circulating in different geographic regions is an important tool in screening and prevention. In this context, this study compared four methodologies for HPV detection and genotyping: real-time PCR (Cobas® HPV test), nested PCR followed by conventional Sanger sequencing, reverse hybridization (High + Low PapillomaStrip® kit) and next-generation sequencing (NGS) at an Illumina HiSeq2500 platform. Cervical samples from patients followed at the Family Health Strategy from Juiz de Fora, Minas Gerais, Brazil, were collected and subjected to the real-time PCR. Of those, 114 were included in this study according to the results obtained with the real-time PCR, considered herein as the gold standard method. For the 110 samples tested by at least one methodology in addition to real-time PCR, NGS showed the lowest concordance rates of HPV and high-risk HPV identification compared to the other three methods (67-75 %). Real-time PCR and Sanger sequencing showed the highest rates of concordance (97-100 %). All methods differed in their sensitivity and specificity. HPV genotyping contributes to individual risk stratification, therapeutic decisions, epidemiological studies and vaccine development, supporting approaches in prevention, healthcare and management of HPV infection.
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OBJECTIVE: Patients with cancer often undergo multiple extended treatments that decrease their quality of life. However, the quality of life of women with breast cancer after they undergo treatment remains underexplored in Brazil. Therefore, this study determined sociodemographic, behavioral, and clinical factors related to the post-treatment quality of life of women with breast cancer. METHODS: This cross-sectional study involved 101 women diagnosed with breast cancer between 2014 and 2016 and treated at a Brazilian Oncology Reference Service. Data were collected from them using face-to-face surveys. Quality of life was evaluated using the European Organization for the Research and Treatment of Cancer Core Quality of Life questionnaire (EORTC QLQ-C30) and EORTC Breast Cancer-specific Quality of Life questionnaire (EORTC QLQ-BR23). The data collected were analyzed using Student's t-test and Mann-Whitney U test. RESULTS: The median score on the global health, functional, and symptom scales of the EORTC QLQ-C30 was 75.00 (Interquartile range=33.33), 75.99 (Standard deviation [SD]=19.26), and 19.67 (SD=16.91), respectively. The mean score on the functional and symptom scales of the EORTC QLQ-BR23 was 61.89 (SD=17.21) and 20.12 (SD=16.94), respectively. Furthermore, higher post-treatment quality of life was found to be associated with being aged 50 or more, being Black, having eight or more years of education, having a partner, having a paying job, receiving treatment from the private healthcare system, having a higher income, living in the municipality where healthcare services are availed, engaging in physical activity, not smoking, being more religious, having more social support, not being overweight, having no comorbidities, and undergoing lumpectomy. CONCLUSION: Sociodemographic, behavioral, and clinical factors significantly impact the quality of life of women who undergo breast cancer treatment. Implementing interventions that improve health and reducing inequalities in the access to healthcare services can improve the quality of life of these patients. BACKGROUND: Sociodemographic, clinical, and lifestyle factors impact the quality of life of breast cancer survivors. BACKGROUND: Breast cancer therapy may affect future perspectives and emotional, cognitive, and sexual function. BACKGROUND: Some aspects of quality of life still require attention from health professionals. BACKGROUND: Higher post-treatment quality of life of women with breast cancer is linked to being aged 50 or more, being Black, having 8 or more years of education, having a partner, having a paying job, receiving care from private healthcare, having a high per capita income, residing in the municipality where the service is availed, engaging in physical activity, not smoking, greater religiosity, having more social support, having a normal weight, having no comorbidities, and undergoing lumpectomy.
Subject(s)
Breast Neoplasms , Quality of Life , Humans , Female , Quality of Life/psychology , Breast Neoplasms/drug therapy , Cross-Sectional Studies , Surveys and Questionnaires , SurvivorsABSTRACT
Breast cancer was identified as the cancer with the highest mortality rate among women in Brazil. This study analyzed the effects of age, period and birth cohort on the breast cancer mortality rate for Brazilian women, comparing state capitals and non-capital municipalities. Population and deaths data were extracted from the Brazilian Unified Health System database for women aged 30 years or older, for the years between 1980 and 2019. The effects were analyzed using the age-period-cohort model. Age effect on breast cancer mortality is observed in the model through higher mortality rates at older ages. Period effect is similar in all regions in the form of a marked increase in the rate ratio (RR) in non-capital municipalities by period than in state capitals. The RR of birth cohorts in the state capitals remained stable (north, northeast and central-west regions) or decreased followed by an increase in the most recent cohorts (Brazil as a whole and the southeast and south regions). The RR for the other municipalities, however, showed a progressive increase in the cohorts for all regions. Policies and actions focused on breast cancer in women should consider these differences among Brazilian regions, state capitals and other municipalities.
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OBJECTIVE: to analyze treatment delay and the flow of care for women with breast cancer in Brazil in 2019 and 2020. METHOD: this was a follow-up study of breast cancer cases available from the Oncology Panel; a chi-square test and multilevel logistic regression were performed in order to analyze the explanatory variables associated with delay (greater than 60 days) in starting treatment. RESULTS: 22,956 cases (54.5%) with delay in treatment were identified in 2019 and 17,722 (48.7%) in 2020; the Southeast region (54.6%) had the greatest proportion of delay; delay was greater when treatment was provided outside the municipality of residence and lower in 2020 compared to 2019; most outward flows were to the capital cities in the same Federative Units of residence. CONCLUSION: strategies to reduce cancer treatment delay and optimize health care networks in the Federative Units should be prioritized.
Subject(s)
Breast Neoplasms , Health Services Accessibility , Female , Humans , Breast Neoplasms/epidemiology , Breast Neoplasms/therapy , Brazil/epidemiology , Follow-Up Studies , Residence CharacteristicsABSTRACT
Background: The incidence of breast cancer is increasing globally; however, survival outcomes vary and are lower in developing countries. Methods: We analyzed the 5- and 10-year survival rates for breast cancer according to the type of healthcare insurance (public vs. private) in a referral center for cancer care in the Brazilian southeast region. This hospital-based cohort study included 517 women diagnosed with invasive breast cancer between 2003 and 2005. The Kaplan-Meier method was used to estimate the probability of survival, and the Cox proportional hazards regression model was used to assess prognostic factors. Results: The 5- and 10-year breast cancer survival rates were as follows: private healthcare service survival rate of 80.6% (95% CI 75.0-85.0) and 71.5% (95% CI 65.4-77.1), respectively, and public healthcare service survival rate of 68.5% (95% CI 62.5-73.8) and 58.5% (95% CI 52.1-64.4), respectively. The main factors associated with the worst prognosis were lymph node involvement in both healthcare services and tumor size >2 cm only in public health services. The use of hormone therapy (private) and radiotherapy (public) was associated with the best survival rates. Conclusions: The survival discrepancies found between health services can be explained mainly by the difference in the stage of the disease at the time of diagnosis, indicating inequalities in access to the early detection of breast cancer.
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The aim of this study was to assess temporal trends in disability benefits for breast cancer awarded to women by Brazil's National Social Security Institute. We conducted a time-series analysis of disability benefit incidence rates between 2007 and 2018 using joinpoint regression and data from the Unified Benefits Information System (SUIBE) and open access social security system database. The age-adjusted incidence rate increased by 6.7% per year between 2015 and 2018 after a period of stability between 2007 and 2014. The number of benefits granted to women aged 20-49 increased, on average, by 3.4% per year, showing a marked rise from 2015 to 2018 (10.4% per year). The findings highlight that breast cancer is an important cause of sick leave among female workers and that the incidence of the disease is growing in younger economically active women, reinforcing the importance of early referral to the Social Security Professional Rehabilitation Program to help workers return to work and readapt to working life.
O objetivo deste estudo foi avaliar a tendência temporal dos benefícios previdenciários concedidos pelo Instituto Nacional do Seguro Social a mulheres por câncer de mama. Foi realizado um estudo de tendência temporal das taxas de incidência dos auxílios por incapacidade temporária de espécie previdenciária concedidos por câncer de mama em mulheres entre 2007 e 2018 no Brasil, utilizando o Sistema Único de Informações de Benefícios e a base de dados abertos da Previdência Social. As análises de tendência foram realizadas através de regressão segmentada joinpoint. As taxas de incidência dos benefícios ajustadas por idade apresentaram estabilidade entre 2007 e 2015, seguida de elevação anual de 6,7% de 2015 a 2018. Houve aumento anual médio de 3,4% do número de benefícios concedidos a mulheres entre 20 e 49 anos, sendo mais evidente entre 2015 e 2018, com elevação de 10,4% ao ano. Este estudo demonstrou a importância do câncer de mama como causa de afastamento do trabalho em mulheres, com acometimento crescente das faixas etárias mais jovens e economicamente ativas, o que reforça a necessidade de abordagem precoce do Programa de Reabilitação Profissional da Previdência Social para a readaptação destas trabalhadoras em suas atividades ou a reinserção no mercado de trabalho.
Subject(s)
Breast Neoplasms , Disabled Persons , Brazil/epidemiology , Breast Neoplasms/epidemiology , Female , Humans , Sick Leave , Social SecurityABSTRACT
The study aimed to investigate the knowledge, attitudes and practices of professionals of the Family Health Strategy (FHS) on the control of uterine cervical cancer (CCU) recommended by the Ministry of Health (MS). This is a cross-sectional study, which used a self-administered questionnaire with the doctors and nurses of the FHS of Juiz de Fora, MG, in 2019. For analysis, the chi-square and Fisher's exact test were used, 5% level of significance. Among the 170 surveyed, which corresponded to 93% of FHS professionals in the city, the prevalence of adequate knowledge was 39.4% and had association with younger age and female gender. The prevalence of an adequate attitude was 59.5% and of appropriate practices 77.6%, both associated with a longer time since graduation. The presence of the Ministry of Health guidelines in the units was associated with the outcomes, knowledge and adequate practice, confirming the importance of support material for consultation by professionals. Only 28.2% of professionals reported having received training in the last 3 years and 50.3% carried out educational actions for users. The need for permanent education actions with professionals is highlighted, aiming at a more effective action to confront and eradicate CCU.
O estudo objetivou investigar conhecimentos, atitudes e práticas de profissionais da Estratégia Saúde da Família (ESF) sobre o controle do câncer do colo do útero (CCU) recomendadas pelo Ministério da Saúde (MS). Trata-se de estudo transversal, que utilizou questionário autoaplicável junto aos médicos e enfermeiros da ESF de Juiz de Fora, Minas Gerais, em 2019. Para a análise, empregou-se os testes qui-quadrado e exato de Fisher, nível de significância 5%. Entre os 170 pesquisados, o que correspondeu a 93% dos profissionais da ESF no município, a prevalência de conhecimento adequado foi de 39,4% e teve associação com idade mais jovem e sexo feminino. A prevalência de atitude adequada foi de 59.5%, e de práticas adequadas 77,6%, ambos associados a maior tempo de graduação. A presença das diretrizes do MS nas unidades associou-se aos desfechos conhecimento e prática adequada, ratificando a importância de material de apoio para consulta dos profissionais. Apenas 28,2% dos profissionais relataram ter recebido capacitação nos últimos três anos e 50,3% realizaram ações educativas para as usuárias. Destaca-se necessidade de ações de educação permanente junto aos profissionais, visando uma atuação mais efetiva para o enfrentamento e erradicação do CCU.
Subject(s)
Uterine Cervical Neoplasms , Cross-Sectional Studies , Early Detection of Cancer , Female , Health Knowledge, Attitudes, Practice , Humans , Surveys and Questionnaires , Uterine Cervical Neoplasms/diagnosis , Uterine Cervical Neoplasms/prevention & controlABSTRACT
INTRODUCTION: Larynx cancer is one of the most common head and neck cancers, whose main risk factors are smoking and alcohol use, and its occurrence and prognosis depend on adequate and timely preventive measures. This study aimed to investigate the burden of larynx cancer in Brazil and its states. METHODS: Using estimates from the Global Burden of Disease Study 2019, this study analyzed the trends of incidence, mortality, and disability-adjusted life years (DALYs) for larynx cancer between 1990 and 2019, besides the mortality-to-incidence ratio and the socio demographic index. RESULTS: Incidence and mortality due to larynx cancer in Brazil, which are approximately eight-fold higher for men, showed a declining trend between 1990 and 2019 (APPC: -0.4% and -1.0%, respectively). The DALYs also showed negative variation between 1990 and 2019 for both sexes in Brazil, mainly due to the decrease in premature deaths, with the greatest reduction in the state of São Paulo. For the states of Brazil in 2019, the higher age-standardized incidence rate (Rio Grande do Sul, 3.83 cases per 100,000 inhabitants) is twice the lowest rate (Piauí, 1.56 cases per 100,000 inhabitants). CONCLUSIONS: A fall in the burden of larynx cancer was observed in Brazil over the past 30 years, which may be attributed to a reduction in smoking and to an improvement in treatment. However, the regional inequalities in the country remain evident, especially for males. This data can guide public policy priorities to control the disease in Brazil.
Subject(s)
Laryngeal Neoplasms , Brazil/epidemiology , Female , Humans , Incidence , Laryngeal Neoplasms/epidemiology , Male , Prognosis , Risk FactorsABSTRACT
OBJECTIVE: To analyze the time to diagnosis and treatment for breast cancer and the associated factors, according to the type of care (public vs. private). METHODOLOGY: Retrospective cohort study with 477 women diagnosed with breast cancer between 2014 and 2016. Data were collected in an oncology service in a municipality in Minas Gerais, in the 2018-2019 period. Analyzes were performed using the Kaplan-Meier method and Cox's proportional regression model. RESULTS: The median time to diagnosis was 70 days, being shorter for women who discovered the disease through screening tests and who were diagnosed in early stages of the disease. The median time for treatment was 32 days, which was shorter for women assisted by private health service, with a high level of education and who were diagnosed in early stages. CONCLUSIONS: Private care and facilitators of access to breast cancer care were associated with shorter waiting times.
Subject(s)
Breast Neoplasms , Brazil , Breast Neoplasms/diagnosis , Breast Neoplasms/therapy , Female , Humans , Retrospective StudiesABSTRACT
OBJECTIVE: The study aimed to characterize the clinical, histological, and immunohistochemical profile of women with invasive breast cancer, according to the risk for Hereditary Predisposition Breast and Ovarian Cancer Syndrome in a Brazilian population. METHODS: This is a retrospective study performed from a hospital-based cohort of 522 women, diagnosed with breast cancer treated at an oncology referral center in the Southeast region of Brazil, between 2014 and 2016. RESULTS: Among the 430 women diagnosed with invasive breast cancer who composed the study population, 127 (29.5%) were classified as at increased risk for hereditary predisposition to breast and ovarian cancer syndrome. There was a lower level of education in patients at increased risk (34.6%) when compared with those at usual risk (46.0%). Regarding tumor characteristics, women at increased risk had higher percentages of the disease diagnosed at an advanced stage (32.3%), and with tumors > 2cm (63.0%), with increased prevalence for both characteristics, when compared with those at usual risk. Furthermore, we found higher percentages of HG3 (43.3%) and Ki-67 ≥ 25% (64.6%) in women at increased risk, with prevalence being about twice as high in this group. The presence of triple-negative tumors was observed as 25.2% in women at increased risk and 6.0% in women at usual risk, with the prevalence of absence of biomarkers being 2.5 times higher among women in the increased risk group. CONCLUSION: From the clinical criteria routinely used in the diagnosis of breast cancer, the care practice of genetic counseling for patients at increased risk of hereditary breast cancer in contexts such as Brazil is still scarce.
OBJETIVO: O presente estudo buscou caracterizar o perfil clínico, histológico e imunohistoquímico de mulheres com câncer de mama invasivo segundo o risco para a Síndrome de Predisposição Hereditária ao Câncer de Mama e Ovário em uma população brasileira. MéTODOS: Trata-se de um estudo retrospectivo realizado a partir de uma coorte hospitalar composta por 522 mulheres diagnosticadas com câncer de mama entre 2014 e 2016 assistidas em um centro de referência oncológica localizado na região sudeste brasileira. RESULTADOS: Entre as 430 mulheres diagnosticadas com câncer de mama invasivo que compuseram a população de estudo, 127 (29,5%) foram classificadas como de risco aumentado para a síndrome de predisposição hereditária ao câncer de mama e ovário. Verificou-se menor nível de escolaridade nas pacientes com risco aumentado (34,6%) quando comparadas àquelas consideradas como de risco habitual (46,0%). Quanto às características do tumor, as mulheres de risco aumentado apresentaram maiores percentuais de doença diagnosticada em estádio avançado (32,3%) e com tumores > 2cm (63,0%), com prevalência aumentada para ambas as características, quando comparadas àquelas de risco habitual. Ainda nas mulheres de risco aumentado, foram encontrados maiores percentuais de GH3 (43,3%) e Ki-67 ≥ 25% (64,6%), com prevalência cerca de duas vezes maior neste grupo. A presença de tumores triplo-negativos foi observada em 25,2% nas mulheres de risco aumentado e 6,0% nas mulheres de risco habitual, com prevalência de ausência de biomarcadores 2,5 vezes maior entre as mulheres do grupo de risco aumentado. CONCLUSãO: A partir dos critérios clínicos rotineiramente utilizados no diagnóstico do câncer de mama, a prática assistencial do aconselhamento genético para as pacientes com risco aumentado de câncer de mama hereditário em contextos como o do Brasil ainda é escarça.
Subject(s)
Breast Neoplasms , Ovarian Neoplasms , Brazil/epidemiology , Breast Neoplasms/epidemiology , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Female , Genetic Predisposition to Disease , Humans , Ovarian Neoplasms/genetics , Retrospective StudiesABSTRACT
The relevance of breast cancer for women has driven research about mortality of this disease. However, these studies are affected by problems generated by deaths due to ill-defined causes (IDC). To highlight distortions caused by IDC in studies that evaluate mortality, we calculated the age-standardized mortality rates of breast cancer, with and without adjustment for IDC for the years 1990, 2000, and 2010. Then, panel data regression models were estimated and enabled us to identify that the adjustment for IDC: has elevated breast cancer mortality rate of Brazilian municipalities by 9% in the period considered; has drawn mortality rates of the South, Southeast, Northeast and North regions closer; has reduced the increasing trend of mortality by almost 60%, mainly in the Southeast and South regions; has increased, more sharply, the mortality in cities with less than 5 thousand inhabitants; has curbed the significance of most factors associated with breast cancer; has revealed that the effect of longevity and the public health expenditure may be overestimated. These results highlight the importance of adjustment for IDC in producing reliable mortality indicators.
A relevância do câncer de mama para as mulheres tem impulsionado pesquisas sobre a mortalidade desta doença. Todavia, estes estudos estão sujeitos aos problemas gerados pelos óbitos oriundos de causas mal definidas (CMD). A fim de evidenciar as possíveis distorções causadas pelas CMD em estudos que avaliam a mortalidade, foram calculadas taxas de mortalidade, padronizadas por faixa etária, com e sem correção para CMD, para os anos de 1990, 2000 e 2010. Feito isso, foram estimados modelos de regressão com dados em painel, que permitiram identificar que a correção para CMD: a taxa de mortalidade por câncer de mama dos municípios brasileiros elevou-se em cerca de 9% no período considerado; as taxas de mortalidade das regiões Sul, Sudeste, Nordeste e Norte se aproximaram; foi reduzida a tendência de crescimento da mortalidade em quase 60%, principalmente nas regiões Sudeste e Sul; aumentou, de forma mais acentuada, a mortalidade das cidades com menos de 5 mil habitantes; diminuiu a significância de grande parte dos fatores associados ao câncer de mama; revelou que o efeito da longevidade e dos gastos públicos em saúde estariam superestimados. Tais resultados ressaltam a importância da correção para CMD na geração de indicadores fidedignos de mortalidade.
Subject(s)
Breast Neoplasms/mortality , Cause of Death/trends , Mortality/trends , Brazil/epidemiology , Cities/statistics & numerical data , Female , HumansABSTRACT
The objective was to test and assess the accuracy of a scoring method in probabilistic data linkage in order to enable automatic identification of true matches, dispensing with the manual inspection stage. Accuracy study using data from the Breast Cancer Information System (SISMAMA) base in Minas Gerais State, Brazil, from 2009 and 2010. After cleaning and standardization, a 16-step probabilistic linkage of the 2009 and 2010 databases was performed, where each step was inspected manually to obtain a gold standard. Samples were then selected, inspected, and assessed to calculate the method's accuracy in selecting true matches. All the steps and samples with 200 and 300 matches showed high sensitivity (recall) > 0.97, high positive predictive value (precision) > 0.95, high accuracy (> 0.97) and F measure (> 0.96), and high area under the curve precision-recall (> 0.98). The sample with 100 matches showed high values for these measures, but with low scores. Of the 16 steps assessed, the combined use of only three was sufficient to identify 99.24% of the true matches in the total database. The proposed method allows automatically linking databases, maintaining the method's accuracy. It facilitates the use of probabilistic linkage in health services, especially for health surveillance and management.
O objetivo foi testar e avaliar a acurácia de um método para a seleção de escore em relacionamento probabilístico de banco de dados, de forma a viabilizar a automatização da identificação de pares verdadeiros dispensando a etapa de inspeção manual. Estudo de acurácia utilizando dados do Sistema de Informação do Câncer de Mama (SISMAMA) de Minas Gerais, Brasil, de 2009 e 2010. Após o processo de limpeza e padronização, foi realizado o relacionamento probabilístico dos bancos 2009 e 2010 utilizando 16 passos, sendo que cada passo foi inspecionado manualmente para se obter um padrão-ouro. Posteriormente, selecionaram-se amostras que foram inspecionadas e avaliadas para calcular a acurácia do método de seleção dos pares verdadeiros. Todos os passos e amostras com 200 e 300 pares apresentaram alta sensibilidade (recall) > 0,97, alto valor preditivo positivo (precision) > 0,95 e altas acurácia (> 0,97), medida F (> 0,96) e área sob a curva precision-recall (> 0,98). A amostra com 100 pares evidenciou altos valores para essas medidas, porém com escores mais baixos. Dos 16 passos avaliados, o uso de apenas três de forma combinada foi suficiente para identificar 99,24% dos pares verdadeiros no banco total. O método proposto permite automatizar o relacionamento das bases de dados, mantendo a acurácia do método. Facilita a utilização de relacionamento probabilístico no âmbito dos serviços de saúde, especialmente para a vigilância e gestão em saúde.
El objectivo fue robar y evaluar la exactitud de un método para la selección de una puntuación, en la relación probabilística de bancos de datos, de forma que sea viable la automatización de la identificación de pares verdaderos, eximiendo la etapa de revisión manual. Estudio de precisión, utilizando datos del Sistema de Información del Cáncer de Mama (SISMAMA) de Minas Gerais, Brasil, de 2009 y 2010. Tras el proceso de limpieza y estandarización, se realizó la relación probabilística de los bancos 2009 y 2010, utilizando 16 pasos, donde cada paso se revisó manualmente para obtener un patrón-oro. Posteriormente, se seleccionaron muestras que fueron revisadas y evaluadas para calcular la precisión del método de selección de los pares verdaderos. Todos los pasos y muestras con 200 y 300 pares presentaron una alta sensibilidad (recall) > 0,97, un alto valor predictivo positivo (precision) > 0,95 y exactitud alta (> 0,97), medida F (> 0,96) y el área bajo la curva precision-recall (> 0,98). La muestra con 100 pares evidenció altos valores para estas medidas, aunque con puntuaciones más bajas. De los 16 pasos evaluados, el uso de solo tres de forma combinada fueron suficientes para identificar 99,24% de los pares verdaderos en el banco total. El método propuesto permite automatizar la relación de las bases de datos, manteniendo la precisión del método. Facilita la utilización de la relación probabilística en el ámbito de los servicios de salud, especialmente para vigilancia y gestión en salud.
Subject(s)
Databases, Factual , Information Storage and Retrieval , Medical Record Linkage/methods , Brazil , Breast Neoplasms , Data Accuracy , Electronic Health Records , Health Services , HumansABSTRACT
INTRODUCTION:: Rare cancers are a challenge for clinical practice as well as for epidemiology and public health. Studies on this subject are few and limited to the study of cases with scarce epidemiologic information. This study aimed to evaluate the incidence of rare cancers and to compare the demographic, anatomic, and histologic characteristics of rare and nonrare (common) cancers. METHODS:: Incidence data were obtained from the Population-based Cancer Registry of São Paulo, Brazil. Rare neoplasms were those defined in the RARECARE list, which takes into account an incidence lower than 6/100,000/year. RESULTS:: In São Paulo, 20.4% of tumors had an incidence lower than 6/100,000/year from 1997 to 2012, being therefore considered as rare tumors. We identified 11 entities with an incidence greater than 6/100,000/year (common neoplasms) and 186 entities with an incidence lower than 6/100,000/year (rare neoplasms). The mean annual incidence of all cancers was 365 per 100,000 in São Paulo between 1997 and 2012, and the incidence of all rare tumors was 74.5 per 100,000. CONCLUSIONS:: This study presents the burden of rare cancers in Brazil. It is expected to be an incentive for further studies of these entities in order to know the epidemiologic profile of rare tumors in Brazil and to provide a more effective diagnostic and therapeutic approach.
Subject(s)
Neoplasms/epidemiology , Rare Diseases/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Brazil/epidemiology , Child , Child, Preschool , Female , Humans , Incidence , Infant , Infant, Newborn , Male , Middle Aged , Registries , Young AdultABSTRACT
The Brazilian Ministry of Health recommends biennial mammographic screening for women aged between 50 and 69 years. Since screening is opportunistic in the country, the actual periodicity varies. This study sought to test a methodology for estimating over-screening due to excessive periodicity, defined as a smaller than recommended interval between exams, and its association with socio-demographic characteristics. A cohort of women who underwent mammography in 2010, and whose result was normal, was assembled through probabilistic linkage SISMAMA records based on a set of personal identifiers. We used data from women living in the micro health region of Juiz de Fora/Lima Duarte/Bom Jardim, Minas Gerais State, Brazil, who were followed in the System until the end of 2012. The rate of over-screening was 150/1,000 women/year (95%CI: 144.9-155.9), affecting 21% of women. Over-screening increased by 24% during Pink October campaigns (adjusted HR = 1.24; 95%CI: 1.15-1.35). The shorter the time passed since the last mammogram, the greater the odds of over-screening. Compared with women who had never had a mammogram prior to 2010, women who had had one in the previous 2 years were two times more likely to be over-screened (adjusted HR = 2.01; 95%CI: 1.74-2.31) whilst those who had had a mammogram ≤ 1 year previously were three times more likely to be over-screened (adjusted HR = 3.27; 95%CI: 2.87-3.73). Over-screening was substantial in this population, excessively exposing women to the risks of screening with no additional benefits and overestimating mammogram coverage. The methodology proved to be successful and should be applied to representative populations in order to guide breast cancer control policies.
Subject(s)
Breast Neoplasms/diagnostic imaging , Breast Neoplasms/epidemiology , Health Information Systems/statistics & numerical data , Mammography/methods , Mass Screening/methods , Aged , Brazil/epidemiology , Databases, Factual , Early Detection of Cancer , Female , Humans , Mammography/statistics & numerical data , Mass Screening/statistics & numerical data , Middle Aged , Pilot Projects , Risk FactorsABSTRACT
Our objectives with this study were to describe the spatial distribution of mammographic screening coverage across small geographical areas (micro-regions) in Brazil, and to analyze whether the observed differences were associated with spatial inequities in socioeconomic conditions, provision of health care, and healthcare services utilization. We performed an area-based ecological study on mammographic screening coverage in the period of 2010-2011 regarding socioeconomic and healthcare variables. The units of analysis were the 438 health micro-regions in Brazil. Spatial regression models were used to study these relationships. There was marked variability in mammographic coverage across micro-regions (median = 21.6%; interquartile range: 8.1%-37.9%). Multivariable analyses identified high household income inequality, low number of radiologists/100,000 inhabitants, low number of mammography machines/10,000 inhabitants, and low number of mammograms performed by each machine as independent correlates of poor mammographic coverage at the micro-region level. There was evidence of strong spatial dependence of these associations, with changes in one micro-region affecting neighboring micro-regions, and also of geographical heterogeneities. There were substantial inequities in access to mammographic screening across micro-regions in Brazil, in 2010-2011, with coverage being higher in those with smaller wealth inequities and better access to health care.
Subject(s)
Breast Neoplasms/diagnostic imaging , Health Services Accessibility/statistics & numerical data , Healthcare Disparities/statistics & numerical data , Mammography/statistics & numerical data , Aged , Brazil , Early Detection of Cancer , Female , Health Services Accessibility/economics , Health Services Needs and Demand/statistics & numerical data , Healthcare Disparities/economics , Humans , Mammography/economics , Middle Aged , Residence Characteristics , Socioeconomic Factors , Spatial AnalysisABSTRACT
BACKGROUND: Policies for early detection of breast cancer, including clinical breast examinations and mammographic screening, were introduced in Brazil in 2004, but their effect on disease stage at diagnosis is unclear. We aimed to assess whether these policies have led to a decrease in the prevalence of late-stage breast cancer at diagnosis. METHODS: In this case only analysis, using an anonymised nationwide hospital based-cancer registry network, we identified women aged 18-89 years who had been diagnosed with an invasive breast cancer in Brazil during 2001-14. We extracted individual patient-level data on patient demographics, tumour variables, and health-care provider variables for the centre where the patient was diagnosed. Our objectives were to estimate the prevalence of late-stage breast cancer (TNM stage III or IV) at diagnosis overall, across age groups, and by ethnoracial and social strata (ie, self-reported ethnoracial group, as white, black, brown, Asian, or Indigenous, and educational level, marital status, and region of residence) across the study period, and compare these estimates with international data from high-income countries (Norway and the USA). We used logistic regression to estimate odds ratios (ORs) for late-stage versus early-stage (TNM stage I or II) breast cancer at diagnosis in relation to relevant exposures, either minimally adjusted (for age, year of diagnosis, and region of residence) or fully adjusted (for all patient, tumour, and health-care provider variables). FINDINGS: We identified 247â719 women who were diagnosed with invasive breast cancer between Jan 1, 2001, and Dec 31, 2014, with a mean age at diagnosis of 55·4 years (SD 13·3), of whom 36·2% (n=89â550) identified as white, 29·8% (n=73â826) as black or brown, and 0·7% (n=1639) as Asian or Indigenous. Prevalence of late-stage breast cancer at diagnosis remained high throughout 2001-14, at approximately 40%, was inversely associated with educational level (p value for linear trend <0·0001), and was higher for women who identified as black (minimally adjusted OR 1·61, 95% CI 1·53-1·70; fully adjusted OR 1·45, 95% CI 1·38-1·54) and brown (minimally adjusted OR 1·26, 95% CI 1·22-1·30; fully adjusted OR 1·18, 1·14-1·23) than those who identified as white. The predicted prevalence of late-stage cancer at diagnosis was highest for women who were black or brown with little or no formal education (48·8%, 95% CI 48·2-49·5) and lowest for women who were white with university education (29·4%, 28·2-30·6), but both these prevalences were higher than that of all women diagnosed with breast cancer in Norway before the introduction of mammography screening (ie, 16·3%, 95% CI 15·4%-17·2% in 1970-74). Similar ethnoracial and social patterns emerged in analyses restricted to the age group targeted by screening (50-69 years). INTERPRETATION: The persistently high prevalence of late-stage breast cancer at diagnosis across all ethnoracial and social strata in Brazil, although more substantially among the most disadvantaged populations, implies that early detection policies might have had little effect on breast cancer mortality so far, and highlights the need to focus primarily on timely diagnosis of symptomatic breast cancer rather than on screening for asymptomatic disease. FUNDING: Newton Fund, Research Councils UK, and Conselho Nacional das Fundações Estaduais de Amparo à Pesquisa.
Subject(s)
Breast Neoplasms/diagnosis , Adolescent , Adult , Aged , Aged, 80 and over , Brazil , Breast Neoplasms/epidemiology , Breast Neoplasms/ethnology , Breast Neoplasms/pathology , Early Detection of Cancer/methods , Ethnicity/statistics & numerical data , Female , Humans , Middle Aged , Neoplasm Staging , Prevalence , Program Evaluation , Young AdultABSTRACT
ABSTRACT Objective Patients with cancer often undergo multiple extended treatments that decrease their quality of life. However, the quality of life of women with breast cancer after they undergo treatment remains underexplored in Brazil. Therefore, this study determined sociodemographic, behavioral, and clinical factors related to the post-treatment quality of life of women with breast cancer. Methods This cross-sectional study involved 101 women diagnosed with breast cancer between 2014 and 2016 and treated at a Brazilian Oncology Reference Service. Data were collected from them using face-to-face surveys. Quality of life was evaluated using the European Organization for the Research and Treatment of Cancer Core Quality of Life questionnaire (EORTC QLQ-C30) and EORTC Breast Cancer-specific Quality of Life questionnaire (EORTC QLQ-BR23). The data collected were analyzed using Student's t-test and Mann-Whitney U test. Results The median score on the global health, functional, and symptom scales of the EORTC QLQ-C30 was 75.00 (Interquartile range=33.33), 75.99 (Standard deviation [SD]=19.26), and 19.67 (SD=16.91), respectively. The mean score on the functional and symptom scales of the EORTC QLQ-BR23 was 61.89 (SD=17.21) and 20.12 (SD=16.94), respectively. Furthermore, higher post-treatment quality of life was found to be associated with being aged 50 or more, being Black, having eight or more years of education, having a partner, having a paying job, receiving treatment from the private healthcare system, having a higher income, living in the municipality where healthcare services are availed, engaging in physical activity, not smoking, being more religious, having more social support, not being overweight, having no comorbidities, and undergoing lumpectomy. Conclusion Sociodemographic, behavioral, and clinical factors significantly impact the quality of life of women who undergo breast cancer treatment. Implementing interventions that improve health and reducing inequalities in the access to healthcare services can improve the quality of life of these patients.
ABSTRACT
Resumo Objetivo: descrever a mortalidade e os anos de vida ajustados pela incapacidade disability-adjusted life years - DALYs) para câncer de laringe no Brasil atribuíveis a fatores de risco ocupacionais e comportamentais. Métodos: estudo ecológico com dados do estudo Global Burden of Disease 2019. Foram obtidas taxas de mortalidade e de DALYs para o câncer de laringe atribuíveis aos riscos ocupacionais (ácido sulfúrico e amianto) e comportamentais (tabaco e álcool), de 1990 e 2019. Resultados: no Brasil, em 2019, a taxa de mortalidade por câncer de laringe atribuível aos riscos ocupacionais (ácido sulfúrico e amianto) foi 0,28 (II95%: 0,17;0,43) no sexo masculino e 0,03 (II95%: 0,02;0,04) no feminino, e a de DALYs foi 7,33 (II95%: 4,28;11,44) e 0,64 (II95%: 0,35;0,03), respectivamente. O ácido sulfúrico foi o principal risco ocupacional para a doença. Houve redução das taxas atribuíveis ao tabaco (mortalidade:-45,83%; DALYs:-47,36%) e aos riscos ocupacionais (mortalidade:-23,20%; DALYs:-26,31%), no Brasil, com aumento em alguns estados das regiões Norte e Nordeste. Conclusão: houve redução na mortalidade e na carga do câncer de laringe atribuível aos fatores ocupacionais no período, porém menor em comparação ao tabagismo, reforçando a importância de ações para reduzir o impacto dos riscos ocupacionais, como as medidas regulatórias aplicadas ao tabaco.
Abstract Objective: to describe mortality and disability-adjusted life years (DALYs) due to laryngeal cancer attributable to occupational and behavioral risk factors in Brazil. Methods: this is an ecological study with data from the 2019 Global Burden of Disease. Mortality and DALY rates for laryngeal cancer attributable to occupational (sulfuric acid and asbestos) and behavioral (tobacco and alcohol) risks were obtained from 1990 and 2019. Results: in 2019, the mortality rate from laryngeal cancer attributable to occupational hazards (sulfuric acid and asbestos) totaled 0.28 (95%UI: 0.17; 0.43) and 0.03 (95%UI: 0.02; 0.04), whereas and DALY rates, 7.33 (95%UI: 4.28; 11.44) and 0.64 (95%UI: 0.35; 0.03) in men and women in Brazil, respectively. Sulfuric acid configured the main occupational risk for the disease. The rates attributable to tobacco (mortality: −45.83%; DALYs: −47.36%) and occupational hazards (mortality: −23.20%; DALYs: −26.31%) decreased in Brazil but increased in some Northern and Northeastern states. Conclusion: laryngeal cancer mortality and burden attributable to occupational factors decreased in the period (although less than that for smoking), reinforcing the importance of actions to reduce the impact of occupational risks, such as the regulatory measures applied to tobacco.