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Guimarães Ribeiro A, Ferlay J, Piñeros M, Dias de Oliveira Latorre MDR, Tavares Guerreiro Fregnani JH, Bray F. Geographic variations in cancer incidence and mortality in the State of São Paulo, Brazil 2001-17. Cancer Epidemiol 2023; 85:102403. [PMID: 37390700 PMCID: PMC10432824 DOI: 10.1016/j.canep.2023.102403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 06/07/2023] [Accepted: 06/16/2023] [Indexed: 07/02/2023]
Abstract
BACKGROUND Cancer is a leading cause of morbidity and mortality in Brazil and the burden is rising. To better inform tailored cancer actions, we compare incidence and mortality profiles according to small areas in the capital and northeast region of the State of São Paulo for the leading cancer types. METHODS New cancer cases were obtained from cancer registries covering the department of Barretos (2003-2017) and the municipality of São Paulo (2001-2015). Cancer deaths for the same period were obtained from a Brazilian public government database. Age-standardized rates per 100,000 persons-years by cancer and sex are presented as thematic maps, by municipality for Barretos region, and by district for São Paulo. RESULTS Prostate and breast cancer were the leading forms of cancer incidence in Barretos, with lung cancer leading in terms of cancer mortality in both regions. The highest incidence and mortality rates were seen in municipalities from the northeast of Barretos region in both sexes, while elevated incidence rates were mainly found in São Paulo districts with high and very high socioeconomic status (SES), with mortality rates more dispersed. Breast cancer incidence rates in São Paulo were 30 % higher than Barretos, notably in high and very high SES districts, while corresponding rates of cervical cancer conveyed the opposite profile, with elevated rates in low and medium SES districts. CONCLUSIONS There is substantial diversity in the cancer profiles in the two regions, by cancer type and sex, with a clear relation between the cancer incidence and mortality patterns observed at the district level and corresponding SES in the capital.
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Affiliation(s)
- Adeylson Guimarães Ribeiro
- Cancer Surveillance Branch, International Agency for Research on Cancer, Lyon, France; Educational and Research Institute, Barretos Cancer Hospital, Barretos, Brazil.
| | - Jacques Ferlay
- Cancer Surveillance Branch, International Agency for Research on Cancer, Lyon, France.
| | - Marion Piñeros
- Cancer Surveillance Branch, International Agency for Research on Cancer, Lyon, France.
| | | | | | - Freddie Bray
- Cancer Surveillance Branch, International Agency for Research on Cancer, Lyon, France.
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Ribeiro AG, Ferlay J, Vaccarella S, Latorre MDRDDO, Fregnani JHTG, Bray F. Cancer inequalities in incidence and mortality in the State of São Paulo, Brazil 2001-17. Cancer Med 2023; 12:16615-16625. [PMID: 37345901 PMCID: PMC10469722 DOI: 10.1002/cam4.6259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 06/02/2023] [Accepted: 06/05/2023] [Indexed: 06/23/2023] Open
Abstract
BACKGROUND Cancer disparities exist between and within countries; we sought to compare cancer-specific incidence and mortality according to area-level socioeconomic status (SES) in the State of São Paulo, Brazil. METHODS Cancer cases diagnosed 2003-2017 in the Barretos region and 2001-2015 in the municipality of São Paulo were obtained from the respective cancer registries. Corresponding cancer deaths were obtained from a Brazilian public government database. Age-standardized rates for all cancer combined and the six most common cancers were calculated by SES quartiles. RESULTS There were 14,628 cancer cases and 7513 cancer deaths in Barretos, and 472,712 corresponding cases and 194,705 deaths in São Paulo. A clear SES-cancer gradient was seen in São Paulo, with rates varying from 188.4 to 333.1 in low to high SES areas, respectively. There was a lesser social gradient for mortality, with rates in low to high SES areas ranging from 86.4 to 98.0 in Barretos, and from 99.2 to 100.1 in São Paulo. The magnitude of the incidence rates rose markedly with increasing SES in São Paulo city for colorectal, lung, female breast, and prostate cancer. Conversely, both cervical cancer incidence and mortality rose with lower levels of SES in both regions. CONCLUSIONS A clear SES association was seen for cancers of the prostate, female breast, colorectum, and lung for São Paulo. This study offers a better understanding of the cancer incidence and mortality profile according to SES within a highly populated Brazilian state.
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Affiliation(s)
- Adeylson Guimarães Ribeiro
- Cancer Surveillance BranchInternational Agency for Research on CancerLyonFrance
- Educational and Research InstituteBarretos Cancer HospitalBarretosBrazil
| | - Jacques Ferlay
- Cancer Surveillance BranchInternational Agency for Research on CancerLyonFrance
| | | | | | | | - Freddie Bray
- Cancer Surveillance BranchInternational Agency for Research on CancerLyonFrance
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Tesema GA, Tessema ZT, Heritier S, Stirling RG, Earnest A. A Systematic Review of Joint Spatial and Spatiotemporal Models in Health Research. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:5295. [PMID: 37047911 PMCID: PMC10094468 DOI: 10.3390/ijerph20075295] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 03/13/2023] [Accepted: 03/24/2023] [Indexed: 06/19/2023]
Abstract
With the advancement of spatial analysis approaches, methodological research addressing the technical and statistical issues related to joint spatial and spatiotemporal models has increased. Despite the benefits of spatial modelling of several interrelated outcomes simultaneously, there has been no published systematic review on this topic, specifically when such models would be useful. This systematic review therefore aimed at reviewing health research published using joint spatial and spatiotemporal models. A systematic search of published studies that applied joint spatial and spatiotemporal models was performed using six electronic databases without geographic restriction. A search with the developed search terms yielded 4077 studies, from which 43 studies were included for the systematic review, including 15 studies focused on infectious diseases and 11 on cancer. Most of the studies (81.40%) were performed based on the Bayesian framework. Different joint spatial and spatiotemporal models were applied based on the nature of the data, population size, the incidence of outcomes, and assumptions. This review found that when the outcome is rare or the population is small, joint spatial and spatiotemporal models provide better performance by borrowing strength from related health outcomes which have a higher prevalence. A framework for the design, analysis, and reporting of such studies is also needed.
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Affiliation(s)
- Getayeneh Antehunegn Tesema
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar 196, Ethiopia
| | - Zemenu Tadesse Tessema
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar 196, Ethiopia
| | - Stephane Heritier
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia
| | - Rob G. Stirling
- Department of Respiratory Medicine, Alfred Health, Melbourne, VIC 3004, Australia
- Faculty of Medicine, Nursing and Health Sciences, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
| | - Arul Earnest
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia
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Bermudi PMM, Pellini ACG, Diniz CSG, Ribeiro AG, de Aguiar BS, Failla MA, Chiaravalloti Neto F. Clusters of high-risk, low-risk, and temporal trends of breast and cervical cancer-related mortality in São Paulo, Brazil, during 2000-2016. Ann Epidemiol 2023; 78:61-67. [PMID: 36586458 DOI: 10.1016/j.annepidem.2022.12.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Revised: 12/11/2022] [Accepted: 12/18/2022] [Indexed: 12/30/2022]
Abstract
PURPOSE Studying breast and cervical cancers in space and time and verifying divergences of different territorially established socioeconomic profiles. METHODS Ecological study using spatial scanning (with socioeconomic characterization), space-time, and spatial variation of temporal trends, in order to identify significant clusters of high- and low-risk or temporal trends, of deaths from breast cancer and cervical cancer, in the city of São Paulo, Brazil, during 2000-2016. RESULTS High-risk spatial clusters were identified in the central areas, and low-risk clusters were identified in the peripheral areas, which were associated with better and worse socioeconomic conditions, respectively. As for cervical cancer, the pattern was the opposite. High-risk space-time clusters occurred in the early years of the study, whereas low-risk clusters occurred in the most recent years. For breast cancer, the central areas showed a temporal trend of decreasing mortality and the peripheral areas showed an increasing trend. While for cervical cancer, in general, the temporal trend was for the identified clusters to fall. CONCLUSIONS It is expected that this study will provide insights for the formulation of public policies to implement prevention and control measures, in order to reduce mortality and inequalities related to breast and cervical cancers.
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Affiliation(s)
- P M M Bermudi
- School of Public Health of University of São Paulo, São Paulo, Brazil.
| | - A C G Pellini
- Nove de Julho University - UNINOVE, São Paulo, Brazil and Sao Caetano do Sul Municipal University Sao Caetano do Sul, Brazil
| | - C S G Diniz
- School of Public Health of University of São Paulo, São Paulo, Brazil
| | - A G Ribeiro
- Educational and Research Institute, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | - B S de Aguiar
- Municipal Health Department of São Paulo, Coordination of Epidemiology and Information - São Paulo (SP), Brazil
| | - M A Failla
- Center for Geoprocessing and Socioenvironmental Information (GISA) of the Coordination of Epidemiology and Information (CEInfo) of the Municipal Health Department of São Paulo, São Paulo, Brazil
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de Aguiar BS, Pellini ACG, Rebolledo EAS, Ribeiro AG, Diniz CSG, Bermudi PMM, Failla MA, Baquero OS, Chiaravalloti-Netto F. Intra-urban spatial variability of breast and cervical cancer mortality in the city of São Paulo: analysis of associated factors. REVISTA BRASILEIRA DE EPIDEMIOLOGIA 2023; 26:e230008. [PMID: 36629620 PMCID: PMC9838235 DOI: 10.1590/1980-549720230008.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Revised: 10/06/2022] [Accepted: 10/06/2022] [Indexed: 01/12/2023] Open
Abstract
OBJECTIVE To identify spatial variability of mortality from breast and cervical cancer and to assess factors associated in the city of São Paulo. METHODS Between 2009 and 2016, 10,124 deaths from breast cancer and 2,116 deaths from cervical cancer were recorded in the Mortality Information System among women aged 20 years and over. The records were geocoded by address of residence and grouped according to Primary Health Care coverage areas. A spatial regression modeling was put together using the Bayesian approach with a Besag-York-Mollié structure to verify the association of deaths with selected indicators. RESULTS Mortality rates from these types of cancer showed inverse spatial patterns. These variables were associated with breast cancer mortality: travel time between one and two hours to work (RR - relative risk: 0.97; 95%CI - credible interval: 0.93-1.00); women being the head of the household (RR 0.97; 95%CI 0.94-0.99) and deaths from breast cancer in private health institutions (RR 1.04; 95%CI 1.00-1.07). The following variables were associated with mortality from cervical cancer: travel time to work between half an hour and one hour (RR 0.92; 95%CI 0.87-0.98); per capita household income of up to 3 minimum wages (RR 1.27; 95%CI 1.18-1.37) and ratio of children under one year of age related to the female population aged 15 to 49 years (RR 1.09; 95%CI 1.01-1.18). CONCLUSION The predicted RR for mortality from these cancers were calculated and associated with the socioeconomic conditions of the areas covered.
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Affiliation(s)
- Breno Souza de Aguiar
- Secretaria Municipal da Saúde de São Paulo, Coordenação de Epidemiologia e Informação – São Paulo (SP), Brasil
| | | | | | | | | | | | - Marcelo Antunes Failla
- Secretaria Municipal da Saúde de São Paulo, Coordenação de Epidemiologia e Informação – São Paulo (SP), Brasil
| | - Oswaldo Santos Baquero
- Universidade de São Paulo, Faculdade de Medicina Veterinária e Zootecnia – São Paulo (SP), Brasil
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Pecinato V, Jacobo A, da Silva SG. Mortality trends of breast and cervical cancer in Passo Fundo, Rio Grande do Sul: an analysis by age and schooling, 1999-2019. EPIDEMIOLOGIA E SERVIÇOS DE SAÚDE 2023; 31:e2022440. [PMID: 36629594 PMCID: PMC9887960 DOI: 10.1590/s2237-96222022000300021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 10/19/2022] [Indexed: 01/11/2023] Open
Abstract
OBJECTIVE to analyze the temporal trend of mortality due to malignant neoplasms of the breast and cervix from 1999 to 2019 in Passo Fundo, Rio Grande do Sul, Brazil. METHODS this was a time-series study based on data from the Mortality Information System; standardized rates were calculated according to age and schooling, and the temporal trend was assessed using Prais-Winsten regression. RESULTS the overall mortality coefficients for cervical cancer (β = -0.03; 95%CI -0.08;0.02) and for breast cancer (β = -0.006; 95%CI -0.02;0.01) were stable over the time series; in both types of neoplasms, a rising trend was identified in women with up to 7 years of schooling; on the other hand, a stationary trend was found in the majority of the age strata analyzed. CONCLUSION older women and those with low levels of schooling had the worst prognosis.
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Affiliation(s)
- Vanessa Pecinato
- Universidade Federal da Fronteira Sul, Curso de Medicina, Passo
Fundo, RS, Brazil
| | - Andréia Jacobo
- Universidade Federal da Fronteira Sul, Curso de Medicina, Passo
Fundo, RS, Brazil
| | - Shana Ginar da Silva
- Universidade Federal da Fronteira Sul, Programa de Pós-Graduação em
Ciências Biomédicas, Passo Fundo, RS, Brazil
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Aguiar BSD, Pellini ACG, Rebolledo EAS, Ribeiro AG, Diniz CSG, Bermudi PMM, Failla MA, Baquero OS, Chiaravalloti-Netto F. Intra-urban spatial variability of breast and cervical cancer mortality in the city of São Paulo: analysis of associated factors. REVISTA BRASILEIRA DE EPIDEMIOLOGIA 2023. [DOI: 10.1590/1980-549720230008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
ABSTRACT Objective: To identify spatial variability of mortality from breast and cervical cancer and to assess factors associated in the city of São Paulo. Methods: Between 2009 and 2016, 10,124 deaths from breast cancer and 2,116 deaths from cervical cancer were recorded in the Mortality Information System among women aged 20 years and over. The records were geocoded by address of residence and grouped according to Primary Health Care coverage areas. A spatial regression modeling was put together using the Bayesian approach with a Besag-York-Mollié structure to verify the association of deaths with selected indicators. Results: Mortality rates from these types of cancer showed inverse spatial patterns. These variables were associated with breast cancer mortality: travel time between one and two hours to work (RR – relative risk: 0.97; 95%CI – credible interval: 0.93–1.00); women being the head of the household (RR 0.97; 95%CI 0.94–0.99) and deaths from breast cancer in private health institutions (RR 1.04; 95%CI 1.00–1.07). The following variables were associated with mortality from cervical cancer: travel time to work between half an hour and one hour (RR 0.92; 95%CI 0.87–0.98); per capita household income of up to 3 minimum wages (RR 1.27; 95%CI 1.18–1.37) and ratio of children under one year of age related to the female population aged 15 to 49 years (RR 1.09; 95%CI 1.01–1.18). Conclusion: The predicted RR for mortality from these cancers were calculated and associated with the socioeconomic conditions of the areas covered.
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Baquero OS, Rebolledo EAS, Ribeiro AG, Bermudi PMM, Pellini ACG, Failla MA, Aguiar BSD, Diniz CSG, Chiaravalloti Neto F. Pink October and mammograms: when health communication misses the target. CAD SAUDE PUBLICA 2021; 37:e00149620. [PMID: 34816950 DOI: 10.1590/0102-311x00149620] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 03/04/2021] [Indexed: 12/24/2022] Open
Abstract
Breast cancer is the most frequently diagnosed type of cancer and is the leading cause of death from cancer in the female population. Screening mammograms and early treatment are the most frequently used means to attempt to reduce this mortality and are promoted during Pink October, an annual awareness-raising campaign. However, recent studies have correlated the increase in screening with higher morbidity and mortality, due to overdiagnosis and overtreatment. The current study assessed searches related to breast cancer and mammogram in Google Trends from 2004 to 2019 in terms of trend, seasonality, and distribution in Brazilian states. The study also evaluatedH the correlation between the number of searches in Google Trends and the number of screening mammograms. The two series showed a seasonal pattern with peaks in October, and there was an excess in tests performed outside the recommended age bracket. Pink October transmitted and popularized health information and induced behaviors related to this information, which are three desirable aspects in health communication and education. However, the campaign also generated an excess in screening mammograms and did not encourage autonomy and free and informed consent. Pink October revealed both the potential of mass communication in health and the need for messages to be aligned with the best available scientific evidence.
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Affiliation(s)
- Oswaldo Santos Baquero
- Faculdade de Medicina Veterinária e Zootecnia, Universidade de São Paulo, São Paulo, Brasil.,Instituto de Estudos Avançados, Universidade de São Paulo, São Paulo, Brasil
| | | | | | | | - Alessandra Cristina Guedes Pellini
- Coordenação de Epidemiologia e Informação, Secretaria Municipal de Saúde de São Paulo, São Paulo, Brasil.,Universidade Nove de Julho, São Paulo, Brasil
| | | | - Breno Souza de Aguiar
- Faculdade de Saúde Pública, Universidade de São Paulo, São Paulo, Brasil.,Coordenação de Epidemiologia e Informação, Secretaria Municipal de Saúde de São Paulo, São Paulo, Brasil
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