Prevalence of metal levels above the reference values in a municipality affected by the collapse of a mining tailings dam: Brumadinho Health Project

Paula Junqueira Mota Herling Gregorio Aguilar Alonzo Leiliane Coelho André Volney de Magalhães Câmara Délio Campolina Aline de Souza Espíndola Santos Carmen Ildes Rodrigues Fróes-Asmus Sérgio Viana Peixoto About the authors

ABSTRACT

Objective:

To describe the prevalence of levels of arsenic, cadmium, mercury, lead and manganese above the reference values (RV) in the population of Brumadinho, after the rupture of the mining tailings dam and to verify the factors associated with these levels.

Methods:

Baseline study of a prospective cohort, in a representative sample of 3,080 residents (aged 12 and over) in Brumadinho, Minas Gerais. Exploratory variables (age, sex, skin color, household income, smoking and place of residence) were collected using a questionnaire and the levels of As, Cd and Hg in urine and Pb and Mn in blood were evaluated using the technique of inductively coupled plasma mass spectrometry. The distribution of prevalence of levels above the reference for metals was made, according to the exploratory variables. Multiple logistic regression analyzes were used to investigate the association between altered levels of metals and characteristics evaluated.

Results:

Concentrations above RV were found in 38.08% of the population for Mn, 33.37% for As, 5.04% for Pb, 0.76% for Hg and 0.17% for Cd. There was a significant association between age group and levels of Mn and Pb; and between place of residence and As level.

Conclusion:

The results show a high prevalence of levels above the reference for Mn, As and Pb, with small differences in relation to the other variables, suggesting that it is an exposure distributed throughout the municipality.

Keywords:
Environmental exposure; Heavy metals; Health effects of disasters; Epidemiology of disasters

INTRODUCTION

On January 25th, 2019, at the Córrego do Feijão Mine, located in the municipality of Brumadinho, the B1 Dam of mining company Vale S.A. burst, spilling about 12 million cubic meters of ore tailings along the Rio Paraopeba Basin, causing 270 deaths and environmental, economic, and social impacts, as well as the health of affected communities11 Governo do Estado de Minas Gerais. Secretaria Estadual de Saúde de Minas Gerais. Boletim Informativo. Qualidade da água para consumo humano em soluções alternativas de abastecimento em municípios atingidos pelo desastre da Vale S.A. em Brumadinho, Minas Gerais (2019 – 2020) [Internet]. 2021 [cited on May 22, 2022]. Available at: https://saude.mg.gov.br/images/Boletim_Brumadinho.pdf
https://saude.mg.gov.br/images/Boletim_B...
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The Newsletter of the Minas Gerais State Health Department on the quality of water for human consumption after the Vale S.A. disaster in Brumadinho11 Governo do Estado de Minas Gerais. Secretaria Estadual de Saúde de Minas Gerais. Boletim Informativo. Qualidade da água para consumo humano em soluções alternativas de abastecimento em municípios atingidos pelo desastre da Vale S.A. em Brumadinho, Minas Gerais (2019 – 2020) [Internet]. 2021 [cited on May 22, 2022]. Available at: https://saude.mg.gov.br/images/Boletim_Brumadinho.pdf
https://saude.mg.gov.br/images/Boletim_B...
presented analysis results of 3,632 samples of surface and groundwater from the Paraopeba River, obtained over almost 2 years of monitoring in 16 municipalities, including 141 sampling points. Among the results of non-conformities, specific violations were identified for the parameters of antimony, arsenic, barium, chromium, mercury, nickel, and selenium.

The analyses of the tailings sludge, carried out immediately after the dam failure in Brumadinho, showed higher levels than the average of the soils in the region for barium, copper, iron, and manganese. The values found for aluminum were below the expected average for the soils of Brumadinho22 Brasil. Ministério da Saúde. Secretaria de Vigilância em Saúde. Um ano do desastre da Vale: Organização e resposta do Ministério da Saúde. Bol Epidemiol [Internet]. 2020 [cited on Jul. 08, 2022]; 51(n.esp.):1-35. Available at: http://www.saude.gov.br/boletins-epidemiologicos
http://www.saude.gov.br/boletins-epidemi...
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Of the aforementioned metals, arsenic, lead, mercury, and cadmium, due to their high degree of toxicity, are part of a list containing ten chemical substances of interest to public health prepared by the World Health Organization33 World Health Organization. 10 chemicals of public health concern. Genebra: World Health Organization; 2020.. It should be noted that, in all samples of the tailings sludge from Dam B1 analyzed, manganese was above the average levels found in the soils of Brumadinho, according to the Technical Opinion of the Ministry of Health of No. 5/2019-DSASTE/SVS/MS (Process No. 25000.135307/2019-70; SEI No. 0010677631). In view of this, manganese became a metal of interest for the disaster in Brumadinho, since, although it plays an important role in the metabolic regulation of humans, in excess it can also cause neurotoxicity. Studies point out that high exposure to manganese can lead to a neurodegenerative disorder, with symptoms similar to those of Parkinson disease44 Laohaudomchok W, Lin X, Herrick RF, Fang SC, Cavallari JM, Shrairman R, et al. Neuropsychological effects of low-level manganese exposure in welders. Neurotoxicology 2011; 32(2): 171-9. https://doi.org/10.1016/j.neuro.2010.12.014
https://doi.org/10.1016/j.neuro.2010.12....
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Exposure to metals can occur through their natural presence in the environment, water, food, soil, and air or through human actions, through industries, mining, tanneries, use of pesticides, among others. When absorbed by living beings, metals have the potential to bioaccumulate in organs and tissues, such as liver, heart, kidney, brain, and bones55 Tchounwou PB, Yedjou CG, Patlolla AK, Sutton DJ. Heavy metal toxicity and the environment. Exp Suppl 2012; 101: 133-64. https://doi.org/10.1007/978-3-7643-8340-4_6
https://doi.org/10.1007/978-3-7643-8340-...
. The inherent toxicity of the metal, the route of exposure, the intensity and time of exposure, as well as age, gender, genetics, nutritional status, and social and health conditions of the exposed individual, are conditioning factors in the illness process55 Tchounwou PB, Yedjou CG, Patlolla AK, Sutton DJ. Heavy metal toxicity and the environment. Exp Suppl 2012; 101: 133-64. https://doi.org/10.1007/978-3-7643-8340-4_6
https://doi.org/10.1007/978-3-7643-8340-...
,66 Brasil. Ministério da Saúde. Secretaria de Vigilância em Saúde. Departamento de Vigilância em Saúde Ambiental e Saúde do Trabalhador. Diretrizes para elaboração de estudo de avaliação de risco à saúde humana por exposição a contaminantes químicos. Brasília: Ministério da Saúde; [Internet]. 2010 [cited on May 22, 2022]. Available at: https://edisciplinas.usp.br/pluginfile.php/5097591/mod_folder/content/0/Avaliacao-de-Risco–––Diretrizes-MS.pdf?forcedownload=1
https://edisciplinas.usp.br/pluginfile.p...
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In Brumadinho, the Ministry of Health, when monitoring, through toxicological analyses, the health of search and rescue professionals who had prolonged contact with the tailings sludge, verified the presence of some metals above the reference limits, suggesting exposure to these elements by contact with the tailings sludge22 Brasil. Ministério da Saúde. Secretaria de Vigilância em Saúde. Um ano do desastre da Vale: Organização e resposta do Ministério da Saúde. Bol Epidemiol [Internet]. 2020 [cited on Jul. 08, 2022]; 51(n.esp.):1-35. Available at: http://www.saude.gov.br/boletins-epidemiologicos
http://www.saude.gov.br/boletins-epidemi...
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According to the Agency for Toxic Substances and Disease Registry77 Agency for Toxic Substances and Disease Registry. Agency for Toxic Substances and Disease Registry [Internet]. 2022 [cited on Jun. 21, 2022]. Available at: https://www.atsdr.cdc.gov/
https://www.atsdr.cdc.gov/...
, the metals arsenic, cadmium, lead, mercury, and manganese, when in chronic exposure, can cause toxic effects, especially on the cardiovascular, neurological, hematological, and immune systems, in addition to diabetes and alteration in child development.

The characterization of the population exposed to metals can support qualified health actions, considering their health, social, and demographic specificities. Therefore, the present article aimed to describe the prevalence of concentrations above the reference values (RV) for the metals arsenic, cadmium, mercury, lead, and manganese in the adolescent and adult population of Brumadinho, after the rupture of the B1 Dam in the Córrego do Feijão Mine, and to verify the sociodemographic and area of residence factors associated with these concentrations.

METHODS

The Brumadinho Health Project (Projeto Saúde Brumadinho) is a prospective, population-based cohort study conducted in a representative sample of the population aged 12 years old or older residing in the municipality of Brumadinho, Minas Gerais. The objective of this project is to produce information on the conditions related to the health of the population residing in the municipality, helping the health service in the planning of actions. More details can be obtained on the project website (http://www.minas.fiocruz.br/saudebrumadinho/) and in another publication88 Universidade Federal do Rio de Janeiro. Fundação Oswaldo Cruz. Projeto Saúde Brumadinho. O que é o Projeto Saúde Brumadinho [Internet]. 2022 [cited on May 22, 2022]. Available at: http://www.minas.fiocruz.br/saudebrumadinho/index.php
http://www.minas.fiocruz.br/saudebrumadi...
,99 Peixoto SV, Firmo JOA, Fróes-Asmus CIR, Mambrini JVM, Freitas CM, Lima-Costa MF, et al. Projeto Saúde Brumadinho: aspectos metodológicos e perfil epidemiológico dos participantes da linha de base da coorte. Rev Bras Epidemiol 2022; (supl 2): E220002. https://doi.org/10.1590/1980-549720220002.supl.2.1
https://doi.org/10.1590/1980-54972022000...
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The sample was designed in three estimation domains, which were constituted by the aggregation of census sectors from the Brazilian Institute of Geography and Statistics:

  1. Region of those directly affected by the dam tailings sludge;

  2. Residents of region with mining activity;

  3. Random sample from the rest of the municipality.

In the first two domains, all households were visited (census); in the latter, seven households were drawn from each census sector. For the households visited, all residents aged 12 years old or older were invited to participate in the survey, with 3,080 (86.4% of those eligible) interviewees and 2,782 (90.3% of those interviewed) participants who provided biological material, constituting the cohort baseline.

The Brumadinho Health Project met all ethical requirements for conducting research with human beings. It was approved by the Research Ethics Committee of Fiocruz Minas (20814719.5.0000.5091) and all participants signed the Informed Consent or the Free and Clarified Assent Term of the minor, accompanied by the informed consent of their guardian.

For the present article, data collected at baseline (2021) were analyzed, including, as outcomes, concentrations above the RV for the five metals studied (arsenic, cadmium, lead, manganese, and mercury). The explanatory variables, collected through the questionnaire and considering the literature66 Brasil. Ministério da Saúde. Secretaria de Vigilância em Saúde. Departamento de Vigilância em Saúde Ambiental e Saúde do Trabalhador. Diretrizes para elaboração de estudo de avaliação de risco à saúde humana por exposição a contaminantes químicos. Brasília: Ministério da Saúde; [Internet]. 2010 [cited on May 22, 2022]. Available at: https://edisciplinas.usp.br/pluginfile.php/5097591/mod_folder/content/0/Avaliacao-de-Risco–––Diretrizes-MS.pdf?forcedownload=1
https://edisciplinas.usp.br/pluginfile.p...
,1010 Freire C, Rosalina RJ, Fujimoto D, Souza VCO, Barbosa F, Koifman, S. Reference values of cadmium, arsenic and manganese in blood and factors associated with exposure levels among adult population of Rio Branco, Acre, Brazil. Chemosphere 2015; 128C: 70-8. http://dx.doi.org/10.1016/j.chemosphere.2014.12.083
http://dx.doi.org/10.1016/j.chemosphere....
1414 Figueiredo B, De Capitani EM, Gitahy LC. Exposição humana à contaminação por chumbo e arsênio no Vale do Ribeira (SP-PR). In: II Encontro da Associação Nacional de Pós-Graduação e Pesquisa em Ambiente e Sociedade; 2004 mai. 26-29; Indaiatuba SP), Brasil. Available at: https://anppas.org.br/ii-encontro-associacao-nacional-de-pos-graduacao-e-pesquisa-em-ambiente-e-sociedade/
https://anppas.org.br/ii-encontro-associ...
, included sociodemographic variables (age range, sex, self-reported skin color, per capita household income in tertiles), daily smoking, in addition to place of residence (directly affected by the tailings mud from the dam, region with mining activity, sample of sectors not directly affected by the mud or mining). Daily smoking was assessed by reporting cigarette use every day in the last 30 days, among adolescents, and by reporting smoking daily, among adults.

Urine and blood tests for the measurement of metals were intended to analyze environmental exposure alone, and not intoxication. Blood and urine samples were collected at the participant's home, after registering the residents and carrying out the interviews, having been previously scheduled. Blood samples were collected by trained technicians, preferably from the veins of the antecubital fossa, using Trace Heparin, followed by homogenization. Urine collection occurred with at least two hours of urinary retention, in a universal bottle, after asepsis guidance, at the time of the home visit for blood collection.

These samples were transported in thermal boxes at refrigerated temperature to the central laboratory, for processing, carrying out the defined dosages and storage for future evaluations. Laboratory analyses of the metals were performed by the technique of inductively coupled plasma mass spectrometry (ICP-MS), using Agilent equipment. Samples were prepared by acid dilution and addition of an internal standard. The detection and quantification limit was 0.1 μg/L for As, Cd, and Hg in urine and Pb in blood; for Mn in blood, it was 0.8 μg/L. Total As was considered.

The analytical performance of metals was monitored through the use of five levels of internal quality control, with three controls prepared by the laboratory at pre-established concentration levels and two commercial controls of the ClinCheck brand. During the dosing period, the mean monthly coefficient of variation obtained for the considered analytes varied between 5.3 and 7.1%. To correct the concentrations of As, Cd, and Hg in the urine, creatinine was measured using Atellica CH Analyzer (Siemens) biochemical analyzers, through the reaction of picric acid with creatinine in an alkaline medium. The reference interval for urinary creatinine, in which the correction was performed, was recommended between 0.3 and 3.0 g/L.

Chart 1 presents the RV of the analyzed metals adopted by the “Brumadinho Health Project”, according to Technical Note No. 01/20211515 Fundação Oswaldo Cruz. Nota Técnica 01/2021. Exames toxicológicos da população adolescente e adulta do município de Brumadinho/MG, realizados em julho de 2021. Projeto Saúde Brumadinho e Projeto Bruminha [Internet]. 2021 [cited on May 22, 2022]. Available at: http://www.minas.fiocruz.br/saudebrumadinho/assets/doc/carta_01c41_nota-t-cnica-sobre-metais-aos-profissionais-de-sa-de-.pdf
http://www.minas.fiocruz.br/saudebrumadi...
1818 Kosnett MJ, Wedeen RP, Rothenberg SJ, Hipkins KL, Materna BL, Schwartz BS, et al. Recommendations for medical management of adult lead exposure. Environ Health Perspect 2007; 115(3): 463-71. http://dx.doi.org/10.1289/ehp.9784
http://dx.doi.org/10.1289/ehp.9784...
. For the present study, an altered parameter was considered in the blood and urine analyzes when the levels of metals were above the reference limit value, as shown in the chart.

Chart 1
Reference value for the analyzed metals. Brumadinho Health Project (MG), Brazil.

First, the variables included in this study were described to characterize the analyzed sample, through the estimation of proportions and respective 95% confidence intervals (95%CI). In addition, the distribution of metal levels (median and 25th and 75th percentiles) was included in the analysis.

The distribution of the prevalence of levels above the reference for all metals, according to the exploratory variables, was presented, and the associations between the altered levels and these variables were evaluated by the chi-square test with Rao-Scott correction. Finally, logistic regression analyses were used to investigate the association between altered levels of metals and sociodemographic characteristics and place of residence. The adequacy of the logistic models was performed using the Hosmer-Lemeshow test. For data analysis, STATA software was used, version 14.0, considering sample parameters (weight and design effect) and significance level of 5%.

RESULTS

Of the total of 3,080 research participants, income information was available for 88.1%, Mn and Pb for 84.8%, As and Cd for 87.8%, and Hg for 86.5%. For the other variables (age, gender, region of residence, and smoking), there was information on all participants.

Table 1 describes the characteristics of the study population. Of the total number of participants, 64.79% were between 18 and 59 years old, 56.65% were female, 57.77% responded that they were non-white, 40.10% had a per capita family income in the tertile 1 income range and 13.80% were daily smokers. Regarding the region of residence, 3.00% lived in the area directly affected by the tailings mud from the dam that broke, 1.70% lived in the mining region of the municipality, and 95.30% lived in other areas of the municipality that were not directly affected by mud or mining. The median concentrations (25th and 75th percentiles) of the metals evaluated in this study were 13.20 (8.90–18.40) μg/L for Mn, 2.96 (1.80–4.70) μg/dL for Pb, 7.40 (4.90–11.70) μg/g creatinine for As, 0.10 (0.09–0.10) μg/g creatinine for Cd, and 0.10 (0.09–0 .40) μg/g of creatinine to Hg (Table 1).

Table 1
Participant characteristics. Brumadinho Health Project, 2021

The prevalence of concentrations above the RV of the metals found in the general sample and according to categories of explanatory variables are described in Table 2. Considering the entire population, these values were 38.08% for Mn, 33.37% for As, 5.04% for Pb, 0.76% for Hg, and 0.17% for Cd. Regarding the explanatory variables, age range showed a significant association with the metals Mn, Pb, and As; and daily smoking was associated with Cd.

Table 2
Prevalence of levels above the reference values for the analyzed metals, according to population characteristics. Brumadinho Health Project (MG), Brazil, 2021.

Table 3 presents the results of the multiple logistic regression, considering all explanatory variables included in the same model (p>0.05 by the Hosmer-Lemeshow test). For Cd and Hg, the test did not show a good fit, probably due to the low proportion of the population with concentrations above the RV. After adjusting for all explanatory variables considered, adults (18 to 59 years old) were less likely to have altered values for Mn and Pb, compared to adolescents, while aged people (60 years old and older) were less likely to have altered Mn values. Residents in the mining region were less likely to have altered values for As. Gender, skin color, household income, and daily smoking were not significantly associated with any of the analyzed metals.

Table 3
Association between population characteristics and levels above the reference values for the analyzed metals. Brumadinho Health Project (MG), Brazil, 2021

DISCUSSION

The results of the present study demonstrate a high prevalence of metals above RV in the population of Brumadinho, especially Mn (38.08%) and As (33.37%). In addition, this prevalence was lower for Mn and Pb in the adult population and for Mn among aged people, compared to the group aged 12 to 17 years old. Values above reference levels for As were less frequent in the mining region, compared to the rest of the municipality.

The median values of Mn, Pb, and As levels in Brumadinho (13.20 μg/L, 2.96 μg/dL, and 7.40 μg/g of creatinine, respectively) were higher than those observed in the American population evaluated in the “National Health and Nutrition Examination Survey”, in 2017–2018 (9.52 μg/L, 0.73 μg/dL, and 5.59 μg/g creatinine, respectively)1616 Brasil. Ministério do Trabalho. Secretaria de Segurança e Saúde no Trabalho. Portaria n° 24, de 29 de dezembro de 1994. Aprovar o texto da Norma Regulamentadora n° 7 – Exames médicos. Diário Oficial da União de 30/12/94 – Seção 1 – p. 21.278 e 21.280 [Internet]. 1994 [cited on Sep. 10, 2022]. Available at: https://www.gov.br/trabalho-e-previdencia/pt-br/composicao/orgaos-especificos/secretaria-de-trabalho/inspecao/seguranca-e-saude-no-trabalho/sst-portarias/1994/portaria_24_aprova_nr_07_e_altera_nr_28-doc.pdf/view
https://www.gov.br/trabalho-e-previdenci...
. The distribution of Cd and Hg levels was similar between the two populations, with much lower values: 0.10 μg/g of creatinine for both metals in Brumadinho, and 0.13 μg/g of creatinine for Cd and below detection limit for Hg in the United States1919 Centers for Disease Control and Prevention. National Report on Human Exposure to Environmental Chemicals [Internet]. 2017-2018 [cited on Aug. 9, 2022]. Available at: https://www.cdc.gov/exposurereport/
https://www.cdc.gov/exposurereport/...
.

Mn is an essential metal for humans, as it participates in the metabolism of several nutrients, in addition to having an important role in blood clotting and homeostasis, along with vitamin K. However, it can be toxic to the human organism when in very high levels, and the main route of exposure is the ingestion of water and food2020 Li L, Yang X. The essential element manganese, oxidative stress, and metabolic diseases: links and interactions. Oxid Med Cell Longev 2018; 2018: 7580707. https://doi.org/10.1155/2018/7580707
https://doi.org/10.1155/2018/7580707...
. The prevalence of concentrations above the RV of Mn in the population of Brumadinho (38.08%) was similar to that found for the population of Rio Branco (37.00%)1010 Freire C, Rosalina RJ, Fujimoto D, Souza VCO, Barbosa F, Koifman, S. Reference values of cadmium, arsenic and manganese in blood and factors associated with exposure levels among adult population of Rio Branco, Acre, Brazil. Chemosphere 2015; 128C: 70-8. http://dx.doi.org/10.1016/j.chemosphere.2014.12.083
http://dx.doi.org/10.1016/j.chemosphere....
, in a study conducted among blood donors, but with a majority of men (75%). This high percentage of the Brumadinho population with levels above the reference is consistent with the result of analyses carried out in the tailings mud, soon after the rupture, when Mn contents were verified 27 times higher than the average contents found in the soils of the municipality22 Brasil. Ministério da Saúde. Secretaria de Vigilância em Saúde. Um ano do desastre da Vale: Organização e resposta do Ministério da Saúde. Bol Epidemiol [Internet]. 2020 [cited on Jul. 08, 2022]; 51(n.esp.):1-35. Available at: http://www.saude.gov.br/boletins-epidemiologicos
http://www.saude.gov.br/boletins-epidemi...
.

The prevalence of levels above RV for Mn was higher among adolescents compared to other age groups, similarly to what was observed in other populations, in Brazil1111 Da Silva ALC, Urbano MR, Lopes ACBA, Carvalho MFH, Buzzo ML, Peixe TS, et al. Blood manganese levels and associated factors in a population-based study in Southern Brazil. J Toxicol Environ Health A 2017; 80(19-21): 1064-77. https://doi.org/10.1080/15287394.2017.1357354
https://doi.org/10.1080/15287394.2017.13...
, the United States2121 Oulhote Y, Mergler D, Bouchard MF. Sex- and age-differences in blood manganese levels in the U.S. general population: national health and nutrition examination survey 2011-2012. Environ Health 2014; 13: 87. https://doi.org/10.1186/1476-069X-13-87
https://doi.org/10.1186/1476-069X-13-87...
, and Mexico2222 Santos-Burgoa C, Rios C, Mercado LA, Arechiga-Serrano R, Cano-Valle F, Eden-Wynter RA, et al. Exposure to manganese: health effects on the general population, a pilot study in central Mexico. Environ Res 2001; 85(2): 90-104. https://doi.org/10.1006/enrs.2000.4108
https://doi.org/10.1006/enrs.2000.4108...
. On the other hand, although in other studies Mn levels were higher among women1010 Freire C, Rosalina RJ, Fujimoto D, Souza VCO, Barbosa F, Koifman, S. Reference values of cadmium, arsenic and manganese in blood and factors associated with exposure levels among adult population of Rio Branco, Acre, Brazil. Chemosphere 2015; 128C: 70-8. http://dx.doi.org/10.1016/j.chemosphere.2014.12.083
http://dx.doi.org/10.1016/j.chemosphere....
,1111 Da Silva ALC, Urbano MR, Lopes ACBA, Carvalho MFH, Buzzo ML, Peixe TS, et al. Blood manganese levels and associated factors in a population-based study in Southern Brazil. J Toxicol Environ Health A 2017; 80(19-21): 1064-77. https://doi.org/10.1080/15287394.2017.1357354
https://doi.org/10.1080/15287394.2017.13...
,2121 Oulhote Y, Mergler D, Bouchard MF. Sex- and age-differences in blood manganese levels in the U.S. general population: national health and nutrition examination survey 2011-2012. Environ Health 2014; 13: 87. https://doi.org/10.1186/1476-069X-13-87
https://doi.org/10.1186/1476-069X-13-87...
2323 Baldwin M, Mergler D, Larribe F, Bélanger S, Tardif R, Bilodeau L, et al. Bioindicator and exposure data for a population based study of manganese. Neurotoxicology 1999; 20(2-3): 343-53. PMID: 10385895, in Brumadinho there were no significant differences in the prevalence of altered values between the genders. In addition, indicators of socioeconomic status were also not associated with these levels, similarly to other populations1111 Da Silva ALC, Urbano MR, Lopes ACBA, Carvalho MFH, Buzzo ML, Peixe TS, et al. Blood manganese levels and associated factors in a population-based study in Southern Brazil. J Toxicol Environ Health A 2017; 80(19-21): 1064-77. https://doi.org/10.1080/15287394.2017.1357354
https://doi.org/10.1080/15287394.2017.13...
,2121 Oulhote Y, Mergler D, Bouchard MF. Sex- and age-differences in blood manganese levels in the U.S. general population: national health and nutrition examination survey 2011-2012. Environ Health 2014; 13: 87. https://doi.org/10.1186/1476-069X-13-87
https://doi.org/10.1186/1476-069X-13-87...
.

Regarding Pb, a prevalence of 5.04% of concentrations above RV was observed in the entire population of Brumadinho, similarly to what was reported in other locations. In environmentally exposed adults in the surroundings of the Estancia Ecológica Sesc Pantanal, in Mato Grosso, 7.57% of the samples analyzed for Pb were above RV2424 Jesus LDF, Moreira MFR, Azevedo SV, Borges RM, Gomes RAA, Bergamini FPB, et al. Avaliação dos níveis de chumbo e mercúrio em população exposta ambientalmente na Região Centro-oeste do Brasil. Cad Saúde Pública 2018; 34(2): e00034417. https://doi.org/10.1590/0102-311X00034417
https://doi.org/10.1590/0102-311X0003441...
. In individuals aged 0 to 16 years old from Complexo de Manguinhos, in Rio de Janeiro, the prevalence was 5.00% for values above the reference2525 Mattos RCOC, Carvalho MAR, Mainenti HRD, Xavier Junior EC, Sarcinelli PN, Carvalho LBV, et al. Avaliação dos fatores de risco relacionados à exposição ao chumbo em crianças e adolescentes do Rio de Janeiro. Ciênc Saúde Coletiva 2019; 14(6): 2039-48. https://doi.org/10.1590/S1413-81232009000600011
https://doi.org/10.1590/S1413-8123200900...
. In the population of Detroit, USA, 28% had above-average levels for Pb, a value higher than that found in Brumadinho2626 Nriagu J, Burt B, Linder A, Ismail A, Sohn W. Lead levels in blood and saliva in a low-income population of Detroit, Michigan. Int J Hyg Environ Health 2006; 209(2): 109-21. https://doi.org/10.1016/j.ijheh.2005.11.005
https://doi.org/10.1016/j.ijheh.2005.11....
.

In the present study, Pb was more prevalent among adolescents, similar to the US population, where blood Pb levels decreased with age2727 Wang T, Zhou YP, Sun Y, Zheng YX. Trends in blood lead levels in the U.S. from 1999 to 2016. Am J Prev Med 2021; 60(4): e179-e187. https://doi.org/10.1016/j.amepre.2020.10.024
https://doi.org/10.1016/j.amepre.2020.10...
. Conversely, among children and adults in the Czech Republic1212 Batáriová A, Spevácková V, Benes B, Cejchanová M, Smíd J, Cerná M. Blood and urine levels of Pb, Cd and Hg in the general population of the Czech Republic and proposed reference values. Int J Hyg Environ Health 2006; 209(4): 359-66. https://doi:10.1016/j.ijheh.2006.02.005
https://doi:10.1016/j.ijheh.2006.02.005...
, as well as in the Spanish2828 Caña AI, Cervantes-Amat M, Esteban M, Ruiz-Moraga M, Pérez-Gómez B, Mayor J, et al. Blood lead levels in a representative sample of the Spanish adult population: the BIOAMBIENT.ES project. Int J Hyg Environ Health 2014; 217(4-5): 452-9. http://doi.org/10.1016/j.ijheh.2013.09.001
http://doi.org/10.1016/j.ijheh.2013.09.0...
and the Korean populations1313 Eom SY, Lee YS, Lee SG, Seo MN, Choi BS, Kim YD, et al. Lead, mercury, and cadmium exposure in the Korean general population. J Korean Med Sci 2018; 33(2): e9. https://doi.org/10.3346/jkms.2018.33.e9
https://doi.org/10.3346/jkms.2018.33.e9...
, blood Pb levels increased with age.

It is worth mentioning that exposure to Mn and Pb in children and adolescents has a greater risk of impact on neurodevelopment, as it can cause deficits in cognitive and behavioral performance, as well as delay in physical growth during childhood and puberty77 Agency for Toxic Substances and Disease Registry. Agency for Toxic Substances and Disease Registry [Internet]. 2022 [cited on Jun. 21, 2022]. Available at: https://www.atsdr.cdc.gov/
https://www.atsdr.cdc.gov/...
,2929 Liu W, Xin Y, Li Q, Shang Y, Ping Z, Min J, et al. Biomarkers of environmental manganese exposure and associations with childhood neurodevelopment: a systematic review and meta-analysis. Environ Health 2020; 19(1): 104. https://doi.org/10.1186/s12940-020-00659-x
https://doi.org/10.1186/s12940-020-00659...
, demonstrating the relevance of this result for the population of Brumadinho, which reveals a higher prevalence among adolescents.

The prevalence of increased levels of Pb in the blood did not present significant differences in relation to the other variables of the study. These associations still seem to differ greatly between populations, but most describe, for example, higher concentrations of this metal among men compared to women1212 Batáriová A, Spevácková V, Benes B, Cejchanová M, Smíd J, Cerná M. Blood and urine levels of Pb, Cd and Hg in the general population of the Czech Republic and proposed reference values. Int J Hyg Environ Health 2006; 209(4): 359-66. https://doi:10.1016/j.ijheh.2006.02.005
https://doi:10.1016/j.ijheh.2006.02.005...
,1313 Eom SY, Lee YS, Lee SG, Seo MN, Choi BS, Kim YD, et al. Lead, mercury, and cadmium exposure in the Korean general population. J Korean Med Sci 2018; 33(2): e9. https://doi.org/10.3346/jkms.2018.33.e9
https://doi.org/10.3346/jkms.2018.33.e9...
,2626 Nriagu J, Burt B, Linder A, Ismail A, Sohn W. Lead levels in blood and saliva in a low-income population of Detroit, Michigan. Int J Hyg Environ Health 2006; 209(2): 109-21. https://doi.org/10.1016/j.ijheh.2005.11.005
https://doi.org/10.1016/j.ijheh.2005.11....
,3030 Khoshnamvand N, Azizi N, Hassanvand MS, Shamsipour M, Naddafi K, Oskoei V. Blood lead level monitoring related to environmental exposure in the general Iranian population: a systematic review and meta-analysis. Environ Sci Pollut Res Int 2021. https://doi.org/10.1007/s11356-021-14148-2
https://doi.org/10.1007/s11356-021-14148...
.

As is a metal that can be present in more than 200 minerals, including Pb and Mn ores and most often related to gold3131 Ferreira GA, Assis GHR, Cordeiro J, Bernardes CD, Lage MA, Cordeiro JL. The presence of arsenic in minerary activities: a scientometric analysis. RSD 2019; 8(9): e22891242. https://doi.org//10.33448/rsd-v8i9.1242
https://doi.org//10.33448/rsd-v8i9.1242...
. Metal smelting and, to a lesser extent, pesticides or coal burning are sources of As of anthropic origin. The most common route of exposure to As is through ingestion of water and food, and this metal, when exposed chronically, increases the risk of some health conditions, such as bladder, lung, skin, and kidney cancer3232 Companhia Ambiental do Estado de São Paulo. Ficha de Informação Toxicológica: Arsênio [Internet]. 2017 [cited on Jul. 07, 2022]. Available at: https://cetesb.sp.gov.br/laboratorios/wp-content/uploads/sites/24/2013/11/Arsenio.pdf
https://cetesb.sp.gov.br/laboratorios/wp...
,3333 Borba RP, Figueiredo BR, Cavalcanti JA. Arsênio na água subterrânea em Ouro Preto e Mariana, Quadrilátero Ferrífero (MG). Rev Esc Minas 2004; 57(1): 45-51. https://doi.org/10.1590/S0370-44672004000100009
https://doi.org/10.1590/S0370-4467200400...
.

In Brumadinho, a high proportion of the investigated population had concentrations above the RV for As (33.37%). In the present study, the only variable with a significant association with As was the region of residence. This lower chance of having altered As levels in a mining region is consistent with a study conducted among blood donors in Acre that identified lower As levels among metal mining workers1010 Freire C, Rosalina RJ, Fujimoto D, Souza VCO, Barbosa F, Koifman, S. Reference values of cadmium, arsenic and manganese in blood and factors associated with exposure levels among adult population of Rio Branco, Acre, Brazil. Chemosphere 2015; 128C: 70-8. http://dx.doi.org/10.1016/j.chemosphere.2014.12.083
http://dx.doi.org/10.1016/j.chemosphere....
, although the results were evaluated in the blood of the participants.

Conversely, in Paracatu, Minas Gerais3434 Castilhos ZC, De Capitani EM, Jesus IM, Bidone ED, Mello WZ, Lima MO, et al. Avaliação da contaminação ambiental por arsênio e estudo epidemiológico da exposição humana em Paracatu-MG - Brasil. Fronteiras: Journal of Social, Technological and Environmental Science 2020; 9(1): 186-211. https://doi.org/10.21664/2238-8869.2020v9i1.p186-211
https://doi.org/10.21664/2238-8869.2020v...
, and in the Alto Vale da Ribeira region, between the states of São Paulo and Paraná1414 Figueiredo B, De Capitani EM, Gitahy LC. Exposição humana à contaminação por chumbo e arsênio no Vale do Ribeira (SP-PR). In: II Encontro da Associação Nacional de Pós-Graduação e Pesquisa em Ambiente e Sociedade; 2004 mai. 26-29; Indaiatuba SP), Brasil. Available at: https://anppas.org.br/ii-encontro-associacao-nacional-de-pos-graduacao-e-pesquisa-em-ambiente-e-sociedade/
https://anppas.org.br/ii-encontro-associ...
, higher levels of As were observed in residents of neighborhoods closer to mining areas. Another study explains that the occurrence of As is common because, in addition to the metal being associated with various ores, during extraction, water contamination occurs after mining and processing of the ore, resulting in low pH of these waters3131 Ferreira GA, Assis GHR, Cordeiro J, Bernardes CD, Lage MA, Cordeiro JL. The presence of arsenic in minerary activities: a scientometric analysis. RSD 2019; 8(9): e22891242. https://doi.org//10.33448/rsd-v8i9.1242
https://doi.org//10.33448/rsd-v8i9.1242...
.

It should be noted that, in the mining region, where a lower prevalence of levels above the RV for As was observed, about 82% of the participants receive water from a water truck and 95% report mineral water as the main source to drink, differently from what was observed in the other analyzed regions (data not shown). Provided water is an important source of exposure to As1010 Freire C, Rosalina RJ, Fujimoto D, Souza VCO, Barbosa F, Koifman, S. Reference values of cadmium, arsenic and manganese in blood and factors associated with exposure levels among adult population of Rio Branco, Acre, Brazil. Chemosphere 2015; 128C: 70-8. http://dx.doi.org/10.1016/j.chemosphere.2014.12.083
http://dx.doi.org/10.1016/j.chemosphere....
,3232 Companhia Ambiental do Estado de São Paulo. Ficha de Informação Toxicológica: Arsênio [Internet]. 2017 [cited on Jul. 07, 2022]. Available at: https://cetesb.sp.gov.br/laboratorios/wp-content/uploads/sites/24/2013/11/Arsenio.pdf
https://cetesb.sp.gov.br/laboratorios/wp...
,3333 Borba RP, Figueiredo BR, Cavalcanti JA. Arsênio na água subterrânea em Ouro Preto e Mariana, Quadrilátero Ferrífero (MG). Rev Esc Minas 2004; 57(1): 45-51. https://doi.org/10.1590/S0370-44672004000100009
https://doi.org/10.1590/S0370-4467200400...
, this result may explain, at least in part, the lower prevalence in this group, given that there is greater consumption of mineral water in this place.

The analysis shown in this article has some limitations. Due to the cross-sectional characteristics of the study, the associations do not demonstrate a temporal relationship between the variables, although it was possible to detect some groups that are more vulnerable to having high levels of metals in the body. In addition, the origin of the metals, the activities and behaviors of the adolescents and occupational exposure were not considered, as it is a more homogeneous exposure region, due to the magnitude of the dam failure and the presence of mining. Finally, only information on the daily habit of cigarette was used, without considering passive smoking, due to the absence of this information in the study, which could also have an influence on the levels of metals in the body.

On the other hand, this is the first population-based study to consider exposure to As, Cd, Pb, Mn, and Hg in the adolescent and adult population of Brumadinho, after the dam failure. Results show a high prevalence of levels above the reference for Mn, As, and Pb (in this case, mainly among adolescents), with small differences in relation to the other variables, suggesting that it is a broader exposure throughout the municipality. This knowledge can help in the surveillance of environmental exposure, as well as in the structuring of other health services, for the purpose of detecting the sources of exposure and monitoring the groups exposed by the local health service.

  • FUNDING: The Brumadinho Health Project (Projeto Saúde Brumadinho) is funded by the Department of Science and Technology of the Department of Science, Technology, Innovation and Strategic Inputs in Health (Departamento de Ciência e Tecnologia da Secretaria de Ciência, Tecnologia, Inovação e Insumos Estratégicos em Saúde – DECIT/SCTIE), of the Ministry of Health (Process 25000.127551/2019-69), and by Fundação Oswaldo Cruz. Sérgio Viana Peixoto is a research productivity fellow from the National Council for Scientific and Technological Development (Conselho Nacional de Desenvolvimento Científico e Tecnológico – CNPq).

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Publication Dates

  • Publication in this collection
    28 Oct 2022
  • Date of issue
    2022

History

  • Received
    18 July 2022
  • Reviewed
    05 Sept 2022
  • Accepted
    05 Sept 2022
Associação Brasileira de Pós -Graduação em Saúde Coletiva São Paulo - SP - Brazil
E-mail: revbrepi@usp.br