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Carvalho CF, Santos-Lima C, Souza-Marques B, de Mendonça Filho EJ, Lorenzo RG, França RJAF, Araújo-Dos-Santos B, Veloso TJ, Rodrigues JLG, Araújo CFS, Dos Santos NR, Bandeira MJ, Anjos ALS, Mergler D, Abreu N, Menezes-Filho JA. Executive functions in school-aged children exposed to airborne manganese: A multilevel analysis. Environ Res 2022; 210:112940. [PMID: 35182597 DOI: 10.1016/j.envres.2022.112940] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 02/07/2022] [Accepted: 02/08/2022] [Indexed: 06/14/2023]
Abstract
Neuropsychological alterations have been identified in populations heavily exposed to metals with neurotoxic potential, such as manganese (Mn). This study examined the associations between Mn environmental exposure in school-aged children and executive functions, using structural equation modeling. Children, aged between 7 and 12 years (N = 181), were recruited from four elementary schools located in a region that is under the influence of atmospheric emissions from a ferro-manganese alloy plant in the municipality of Simões Filho, Bahia, Brazil. The following cognitive functions were evaluated: Intelligence, Inhibitory Control, Cognitive Flexibility, Verbal and Design Fluency, Verbal and Visual Working Memory and Attention. We performed structural equation modeling to identify the following executive functions latent variables: working memory, inhibitory control and cognitive flexibility. We further analyzed the relations between executive functions and Mn measured in hair (MnH) and toenails (MnTn) with linear mixed models, after controlling for co-variables. A positive effect at the individual level on working memory, inhibition control and cognitive flexibility was observed with MnTn after controlling for co-variables, but no association was found with MnH levels. However, children attending school most environmentally exposed to Mn emissions, which had the highest rate of Mn dust deposition, had the poorest scores on working memory. These findings suggest both benefits and risk of Mn on children's cognitive development.
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Affiliation(s)
- Chrissie F Carvalho
- Laboratório de Neuropsicologia Cognitiva e Escolar, Department of Psychology, Federal University of Santa Catarina, Brazil; Clinical and Cognitive Neuropsychological Research Laboratory, Institute of Psychology, Federal University of Bahia, Brazil; Graduate Program in Psychology, Federal University of Santa Catarina, Brazil.
| | - Cassio Santos-Lima
- Clinical and Cognitive Neuropsychological Research Laboratory, Institute of Psychology, Federal University of Bahia, Brazil; Graduate Program in Psychology, Institute of Psychology, Federal University of Bahia, Brazil
| | - Breno Souza-Marques
- Clinical and Cognitive Neuropsychological Research Laboratory, Institute of Psychology, Federal University of Bahia, Brazil; Graduate Program in Medicine and Health, Faculty of Medicine, Federal University of Bahia, Brazil
| | | | - Rodrigo G Lorenzo
- Clinical and Cognitive Neuropsychological Research Laboratory, Institute of Psychology, Federal University of Bahia, Brazil
| | - Ricardo J A F França
- Clinical and Cognitive Neuropsychological Research Laboratory, Institute of Psychology, Federal University of Bahia, Brazil; Graduate Program in Psychobiology, Federal University of São Paulo, Brazil
| | - Bianca Araújo-Dos-Santos
- Clinical and Cognitive Neuropsychological Research Laboratory, Institute of Psychology, Federal University of Bahia, Brazil
| | - Tainã J Veloso
- Clinical and Cognitive Neuropsychological Research Laboratory, Institute of Psychology, Federal University of Bahia, Brazil
| | - Juliana L G Rodrigues
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil
| | - Cecília F S Araújo
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil
| | - Nathália R Dos Santos
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil
| | - Matheus J Bandeira
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil
| | - Ana Laura S Anjos
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil
| | - Donna Mergler
- Centre de Recherche Interdisciplinaire sur la Biologie, la Santé, la Société et l'Environnement (CINBIOSE), Université du Québec a Montreal, Canada
| | - Neander Abreu
- Clinical and Cognitive Neuropsychological Research Laboratory, Institute of Psychology, Federal University of Bahia, Brazil; Graduate Program in Psychology, Institute of Psychology, Federal University of Bahia, Brazil
| | - José A Menezes-Filho
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil
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Bah HAF, Dos Anjos ALS, Gomes-Júnior EA, Bandeira MJ, de Carvalho CF, Dos Santos NR, Martinez VO, Adorno EV, Menezes-Filho JA. Delta-Aminolevulinic Acid Dehydratase, Low Blood Lead Levels, Social Factors, and Intellectual Function in an Afro-Brazilian Children Community. Biol Trace Elem Res 2022; 200:447-457. [PMID: 33723800 DOI: 10.1007/s12011-021-02656-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 02/23/2021] [Indexed: 01/17/2023]
Abstract
Delta-aminolevulinic acid dehydratase (ALAD) enzyme catalyzes the second phase of the heme biosynthesis and is involved in lead toxicokinetics. This research aimed to evaluate its influence on the relationship between blood lead (PbB) levels and intellectual performance in Afro-Brazilian children. PbB, hemoglobin concentration, ALAD activity, and polymorphism were determined in whole blood. Anthropometric, socioeconomic, and family environment stimuli data were collected with appropriate instruments. The non-verbal intelligence of children and their mothers or guardians was assessed using the correspondent Raven's Progressive Matrix versions. The medians (range) of PbB levels and ALAD activity were 1.0 μg/dL (0.1-21.3) and, 71 U/L (31-113), respectively. ALAD G177C was distributed as follows: 97.9% for ALAD1/1 and 2.1% for ALAD1/2 genotypes. The mean of Raven raw score was 19.3 (± 5.6) points and there were no differences according to sex or environmental Pb exposure. No statistically significant association was observed between PbB level and children's IQ. However, ALAD activity presented an inverse significant association with PbB levels, children's percentile IQ, and children's IQ/Age ratio, suggesting a neuroprotective role of ALAD1 genotype in those with low PbB level.
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Affiliation(s)
- Homegnon A F Bah
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Av. Barão de Jeremoabo, s/n, Ondina, Salvador, Bahia, 40170-115, Brazil
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Ana Laura S Dos Anjos
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Av. Barão de Jeremoabo, s/n, Ondina, Salvador, Bahia, 40170-115, Brazil
| | - Erival A Gomes-Júnior
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Av. Barão de Jeremoabo, s/n, Ondina, Salvador, Bahia, 40170-115, Brazil
- Graduate Program in Food Science, College of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Matheus J Bandeira
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Av. Barão de Jeremoabo, s/n, Ondina, Salvador, Bahia, 40170-115, Brazil
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Chrissie F de Carvalho
- Department of Psychology, Federal University of Santa Catarina, Florianópolis, Santa Catarina, Brazil
| | - Nathália R Dos Santos
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Av. Barão de Jeremoabo, s/n, Ondina, Salvador, Bahia, 40170-115, Brazil
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Victor O Martinez
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Elisângela V Adorno
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil
| | - José A Menezes-Filho
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Av. Barão de Jeremoabo, s/n, Ondina, Salvador, Bahia, 40170-115, Brazil.
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil.
- Graduate Program in Food Science, College of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil.
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de J Bandeira M, Dos Santos NR, Cardoso MS, Hlavinicka N, Anjos ALS, Wândega EL, Bah HAF, de Oliva ST, Rocha AR, Souza-Júnior JA, Menezes-Filho JA. Assessment of potters' occupational exposure to lead and associated risk factors in Maragogipinho, Brazil: preliminary results. Int Arch Occup Environ Health 2021; 94:1061-1071. [PMID: 33606099 DOI: 10.1007/s00420-021-01659-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Accepted: 01/30/2021] [Indexed: 01/06/2023]
Abstract
BACKGROUND AND PURPOSE Lead (Pb) is used as a flux in the glazing process of pottery utensils in several regions of the world. It can affect the nervous and hematopoietic systems; in addition, it is classified as a probable human carcinogen. This work aims to evaluate Pb exposure of potters and describe the main determinants of elevated blood Pb (PbB) levels in this group of workers. METHODS This is a cross-sectional study with potters of Maragogipinho Village, Bahia, Brazil, of both sexes, aged 16-72 years (n = 85). Non-exposed workers of the same age range residing in the urban area of Aratuípe town were also recruited (n = 50). We evaluated Pb dust deposition rates (PbDrt) in pottery workshops and PbB levels. All Pb measurements were performed by Graphite Furnace Atomic Absorption Spectrometry. RESULTS The median of PbB (min-max) and geometric mean (SD) PbDrt for the exposed group were 7.9 (0.9-49.8) µg/dL and 1463 (± 290,000) μg/m2/30 days, respectively. For the control group, levels were 1.5 (0.1-19.8) μg/dL and 82 (46) μg/m2 30 days, respectively. CONCLUSION The data found showed an excessive exposure among artisans, exceeding occupationally safe levels and those reported in the literature. It is important to implement occupational hygiene measures and improvements of the working conditions of these labors, especially the replacement of lead oxide in the pottery-glazing process.
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Affiliation(s)
- Matheus de J Bandeira
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Nathália R Dos Santos
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Mariana S Cardoso
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Natalia Hlavinicka
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Av. Barão de Jeremoabo s/n. Ondina, Salvador, Bahia, 40170-115, Brazil
| | - Ana Laura S Anjos
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Av. Barão de Jeremoabo s/n. Ondina, Salvador, Bahia, 40170-115, Brazil
| | - Eduardo L Wândega
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Av. Barão de Jeremoabo s/n. Ondina, Salvador, Bahia, 40170-115, Brazil
| | - Homegnon A F Bah
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Sérgio T de Oliva
- Analytical Chemistry Department, Chemistry Institute, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Andrea R Rocha
- Graduate Program in Food Science, College of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil
| | - José A Souza-Júnior
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Av. Barão de Jeremoabo s/n. Ondina, Salvador, Bahia, 40170-115, Brazil
| | - José A Menezes-Filho
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Av. Barão de Jeremoabo s/n. Ondina, Salvador, Bahia, 40170-115, Brazil. .,Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil. .,Graduate Program in Food Science, College of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil.
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Bah HAF, Bandeira MJ, Gomes-Junior EA, Anjos ALS, Rodrigues YJM, Dos Santos NR, Martinez VO, Rocha RBMA, Costa RG, Adorno EV, Menezes-Filho JA. Environmental exposure to lead and hematological parameters in Afro-Brazilian children living near artisanal glazed pottery workshops. J Environ Sci Health A Tox Hazard Subst Environ Eng 2020; 55:964-974. [PMID: 32400283 DOI: 10.1080/10934529.2020.1761738] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 04/22/2020] [Accepted: 04/23/2020] [Indexed: 06/11/2023]
Abstract
This study aimed to evaluate the exposure to environmental lead (Pb) of children from a traditional community of African descent in Brazil and the effects on hematological parameters. Children (n = 75) aged 5.5-13 years from the exposed areas classified as low (LEx) and moderately (MEx) exposed were compared with children (n = 75) of a control group (CG). Dust Pb loading rates (RtPbs) at children's homes were measured. Peripheral venous blood samples were collected to assess Pb biomarkers of exposure and effects. All Pb determinations were performed by graphite furnace atomic absorption spectrometry. The median (IQR) of RtPb, PbB level, and ALA-D activity were 65 (25-137) μgPb/m2/30 days, 1.0 (0.1-2.8) μg/dL, and 71 (55-86) U/L, respectively. Spearman correlation evidenced the relationship of PbB with RtPb (rho = 0.368, P < 0.001) and ALA-D activity (rho = -0.587; P ˂ 0.001). After adjusting for exposure degree and child's age, a decline of 7.4 U/L in ALA-D activity was associated with a 10-fold increase in PbB. The prevalence ratio of elevated PbB (>5 μg/dL) in LEx and MEx areas were 1.5 and 3.7, respectively. Indoor dust exposure, living near pottery workshops and the secondary exposure were the main determinants of elevated PbB levels, which were associated with hematological effects.
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Affiliation(s)
- Homegnon A F Bah
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
| | - Matheus J Bandeira
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
| | - Erival A Gomes-Junior
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
- Graduate Program in Food Science, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
| | - Ana Laura S Anjos
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
| | - Ynayara J M Rodrigues
- Graduate Program in Food Science, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
| | - Nathália R Dos Santos
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
| | - Victor O Martinez
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
| | - Rômula B M A Rocha
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
| | - Renata G Costa
- Graduate Program in Food Science, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
| | - Elisângela V Adorno
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
| | - José A Menezes-Filho
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
- Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
- Graduate Program in Food Science, College of Pharmacy, Federal University of Bahia, Salvador, Brazil
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Dos Santos NR, Rodrigues JLG, Bandeira MJ, Anjos ALDS, Araújo CDFS, Adan LFF, Menezes-Filho JA. Manganese exposure and association with hormone imbalance in children living near a ferro-manganese alloy plant. Environ Res 2019; 172:166-174. [PMID: 30782536 DOI: 10.1016/j.envres.2019.02.021] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Revised: 02/13/2019] [Accepted: 02/14/2019] [Indexed: 06/09/2023]
Abstract
It has been suggested that manganese (Mn) plays a fundamental role in the reproductive system through interference with the regulation of the secretion of hormones related to puberty. The objective of this study was to evaluate the environmental exposure to Mn and its effects on the endocrine regulation of hormones related to puberty in school-aged children living near a ferro-manganese alloy plant. Toenails, occipital hair, and blood samples were collected from 225 children, between 7 and 12 years of age, in four elementary schools in Simões Filho, Bahia, Brazil, who were exposed to different Mn levels owing to different Mn dust deposition rates. The Mn content was determined in the toenails (MnTn), hair (MnH), and blood (MnB), in addition to blood lead levels (PbB), by using graphite furnace atomic absorption spectrometry. Luteinizing hormone (LH), prolactin (PRL), estradiol (E2), testosterone (T), and thyroid stimulating hormone (TSH) levels were determined by using a chemiluminescence method. Of the total participants, 50.2% were boys, with an average age of 9 years. PRL values were higher in children attending the school with a higher Mn deposition rate (p < 0.004). We observed that MnTn was positively correlated with PRL levels and exhibited a non-linear association with LH levels. None of the tested Mn biomarkers were associated with E2, T, or TSH levels. To date, despite several animal studies that have focused on the correlation between Mn exposure and the endocrine regulation of hormones and pubertal development, very few studies have reported a similar relationship between environmental Mn effects and the human endocrine system. Our findings support the hypothesis that elevated exposure to Mn in children may be associated with hormonal imbalances that might trigger the early onset of puberty.
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Affiliation(s)
- Nathália R Dos Santos
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Av. Barão de Jeremoabo, s/n, Ondina, 40170-115 Salvador, Bahia, Brazil; Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil.
| | - Juliana L G Rodrigues
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Av. Barão de Jeremoabo, s/n, Ondina, 40170-115 Salvador, Bahia, Brazil; Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil.
| | - Matheus J Bandeira
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Av. Barão de Jeremoabo, s/n, Ondina, 40170-115 Salvador, Bahia, Brazil; Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil.
| | - Ana Laura Dos S Anjos
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Av. Barão de Jeremoabo, s/n, Ondina, 40170-115 Salvador, Bahia, Brazil.
| | - Cecília de Freitas S Araújo
- Environmental and Public Health Program, National School of Public Health, Oswald Cruz Foundation, Rio de Janeiro, Brazil.
| | - Luis Fernando F Adan
- Graduate Program in Medicine and Health, School of Medicine, Federal University of Bahia, Brazil.
| | - José A Menezes-Filho
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Av. Barão de Jeremoabo, s/n, Ondina, 40170-115 Salvador, Bahia, Brazil; Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil.
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Rodrigues JLG, Araújo CFS, Dos Santos NR, Bandeira MJ, Anjos ALS, Carvalho CF, Lima CS, Abreu JNS, Mergler D, Menezes-Filho JA. Airborne manganese exposure and neurobehavior in school-aged children living near a ferro-manganese alloy plant. Environ Res 2018; 167:66-77. [PMID: 30007874 DOI: 10.1016/j.envres.2018.07.007] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Revised: 07/01/2018] [Accepted: 07/04/2018] [Indexed: 05/06/2023]
Abstract
Excessive exposure to Mn can lead to its accumulation in the brain with neurotoxic consequences. In children, elevated Mn has been associated with deficits in certain neuropsychological domains such as cognition, motor function, memory and attention, and in some instances, hyperactivity and behavioral problems. The aim of this study was to evaluate behavioral effects in school-aged children living near a ferro-manganese alloy plant and examine their association with Mn exposure. Occipital hair, toenails and blood samples were collected from 225 children (7-12 years old) enrolled in four elementary schools with different levels of exposure to Mn, based on dust Mn deposition rates. Full data set collection was completed and run from 165 children. Mn in hair (MnH), toenails (MnTn), blood (MnB) and blood lead levels (PbB) were determined by graphite furnace atomic absorption spectrometry. Children's behavior was assessed with the Child Behavior Check List (CBCL) reported by parents. Median levels and range of MnH, MnT and MnB were, respectively, 0.73 µg/g (0.16-8.79), 0.84 µg/g (0.15-9.29) and 8.98 μg/L (1.51-40.43). Median and range of PbB were 1.2 µg/dL (0.2-15.6). MnH and MnB were not associated with any scale of the CBCL behavior scores. We found a positive association between logMnTn and raw total CBCL score (β = 10.17, p = 0.034), adjusting for sex, age, maternal IQ and logPbB. Analyses using Generalized Additive Model showed non-linear associations between MnTn and externalizing behavior (p = 0.035), as well as with the related subscales: aggressive behavior (p = 0.045) and rule-breaking behavior (p = 0.024). Further positive associations were observed between MnTn and thought problems (p = 0.031) and social problems (p = 0.027). These findings corroborate previous studies showing an association between Mn exposures and externalizing behavior. Our results suggest that toenail Mn, as a biomarker of environmental exposure, is associated with disruptive behavior in children living near a ferro-manganese alloy plant.
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Affiliation(s)
- Juliana L G Rodrigues
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Brazil; Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil.
| | - Cecília F S Araújo
- Environmental and Public Health Program, National School of Public Health, Oswald Cruz Foundation. Rio de Janeiro, Brazil.
| | - Nathália R Dos Santos
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Brazil; Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil.
| | - Matheus J Bandeira
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Brazil; Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil.
| | - Ana Laura S Anjos
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Brazil.
| | | | - Cassio S Lima
- Institute of Psychology, Federal University of Bahia, Brazil.
| | | | - Donna Mergler
- Centre de Recherche Interdisciplinaire sur le Bien-Être, la Santé, la Société et l'Environnement (CINBIOSE), Université du Québec à Montreal, Canada.
| | - José A Menezes-Filho
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Brazil; Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil.
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Menezes-Filho JA, Carvalho CF, Rodrigues JLG, Araújo CFS, Dos Santos NR, Lima CS, Bandeira MJ, Marques BLDS, Anjos ALS, Bah HAF, Abreu N, Philibert A, Mergler D. Environmental Co-Exposure to Lead and Manganese and Intellectual Deficit in School-Aged Children. Int J Environ Res Public Health 2018; 15:E2418. [PMID: 30384464 PMCID: PMC6266231 DOI: 10.3390/ijerph15112418] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2018] [Revised: 10/21/2018] [Accepted: 10/27/2018] [Indexed: 12/20/2022]
Abstract
Studies have demonstrated that, for urban children, dust represents the main exposure to sources of metals like lead (Pb) and manganese (Mn). We aimed to investigate the exposure to these metals and their association with intellectual deficit in children living in an industrial region. This cross-sectional study recruited volunteers from four elementary schools in the town of Simões Filho, Brazil. We evaluated 225 school-aged children (7⁻12 years) for blood lead (PbB) and manganese hair (MnH) and toenails (MnTn) by graphite furnace atomic absorption spectrometry. Child and maternal IQs were estimated using the Wechsler Abbreviated Scale for Intelligence (WASI). Median and range PbB were 1.2 (0.3⁻15.6) μg/dL. MnH and MnTn medians (ranges) were 0.74 (0.16⁻8.79) μg/g and 0.85 (0.15⁻13.30) μg/g, respectively. After adjusting for maternal IQ, age and Mn exposure, child IQ drops by 8.6 points for a 10-fold increase in PbB levels. Moreover, an effect modification of Mn co-exposure was observed. In children with low MnTn, association between Pb and child IQ was not significant (β = -6.780, p = 0.172). However, in those with high MnTn, the association was increased by 27.9% (β = -8.70, p = 0.036). Low Pb exposure is associated with intellectual deficit in children, especially in those with high MnTn.
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Affiliation(s)
- José A Menezes-Filho
- Laboratory of Toxicology, School of Pharmacy, Federal University of Bahia, Salvador 40170-115, Brazil.
| | - Chrissie F Carvalho
- Institute of Psychology, Federal University of Bahia, Salvador 40170-115, Brazil.
| | - Juliana L G Rodrigues
- Laboratory of Toxicology, School of Pharmacy, Federal University of Bahia, Salvador 40170-115, Brazil.
| | - Cecília F S Araújo
- Environmental and Public Health Program, National School of Public Health, Oswald Cruz Foundation, Rio de Janeiro 21041-210, Brazil.
| | - Nathália R Dos Santos
- Laboratory of Toxicology, School of Pharmacy, Federal University of Bahia, Salvador 40170-115, Brazil.
| | - Cássio S Lima
- Institute of Psychology, Federal University of Bahia, Salvador 40170-115, Brazil.
| | - Matheus J Bandeira
- Laboratory of Toxicology, School of Pharmacy, Federal University of Bahia, Salvador 40170-115, Brazil.
| | - Breno L de S Marques
- Institute of Psychology, Federal University of Bahia, Salvador 40170-115, Brazil.
| | - Ana Laura S Anjos
- Laboratory of Toxicology, School of Pharmacy, Federal University of Bahia, Salvador 40170-115, Brazil.
| | - Homegnon A F Bah
- Laboratory of Toxicology, School of Pharmacy, Federal University of Bahia, Salvador 40170-115, Brazil.
| | - Neander Abreu
- Institute of Psychology, Federal University of Bahia, Salvador 40170-115, Brazil.
| | - Alline Philibert
- Centre de Recherche Interdisciplinaire sur la Biologie, la Santé, la Société et l'Environnement (CINBIOSE), Université du Québec a Montreal, Montreal, QC H3C 3P8, Canada.
| | - Donna Mergler
- Centre de Recherche Interdisciplinaire sur la Biologie, la Santé, la Société et l'Environnement (CINBIOSE), Université du Québec a Montreal, Montreal, QC H3C 3P8, Canada.
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Rodrigues JLG, Bandeira MJ, Araújo CFS, Dos Santos NR, Anjos ALS, Koin NL, Pereira LC, Oliveira SSP, Mergler D, Menezes-Filho JA. Manganese and lead levels in settled dust in elementary schools are correlated with biomarkers of exposure in school-aged children. Environ Pollut 2018; 236:1004-1013. [PMID: 29287923 DOI: 10.1016/j.envpol.2017.10.132] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2017] [Revised: 10/27/2017] [Accepted: 10/28/2017] [Indexed: 05/12/2023]
Abstract
Previously, we showed that manganese (Mn) levels in settled dust in elementary schools increased at a rate of 34.1% per km closer to a ferro-manganese alloy plant in the rainy season. In this study, we investigated how this environmental pollution indicator varied in the dry season and if there was an association with Mn biomarker levels in school-aged children. Dust samples were collected with passive samplers (disposable Petri dishes) placed in interior and exterior environments of 14 elementary schools. Occipital hair, toenails and blood samples were collected from 173 students aged 7-12 years from three of these schools, with varying distance from the industrial plant. Mn and lead (Pb) levels were measured by graphite furnace atomic absorption spectrometry. Mn concentration geometric means (GM) in dust fall accumulation in interior environments of schools located at 2, 4, 6 and > 6 km-radii from the plant were 2212, 584, 625 and 224 μg Mn/m2/30 days, respectively. The modelled rate of change of dust Mn levels decreases by 59.8% for each km further from the plant. Pb levels in settled dust varied between 18 and 81 μg/m2/30 days with no association with distance from the plant. Blood lead levels median (range) were 1.2 μg/dL (0.2-15.6), of which 97.8% were <5 μg/dL. Mn in hair and toenails were 0.66 μg/g (0.16-8.79) and 0.86 μg/g (0.15-13.30), respectively. Mn loading rates were positively associated with log MnH (β = 1.42 × 10-5, p < 0.001) after adjusting for children's age; and also with log MnTn (β = 2.31 × 10-5, p < 0.001) independent of age. Mn loading rates explained 18.5% and 28.5% of the variance in MnH and MnTn levels, respectively. School-aged children exposure to Mn, independently of age, increases significantly with school proximity to the ferro-manganese alloy plant.
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Affiliation(s)
- Juliana L G Rodrigues
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Brazil; Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil.
| | - Matheus J Bandeira
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Brazil; Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil.
| | - Cecília F S Araújo
- Environmental and Public Health Program, National School of Public Health, Oswald Cruz Foundation, Rio de Janeiro, Brazil.
| | - Nathália R Dos Santos
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Brazil; Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil.
| | - Ana Laura S Anjos
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Brazil.
| | - Ng Lai Koin
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Brazil.
| | - Laiz C Pereira
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Brazil.
| | - Sérgio S P Oliveira
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Brazil.
| | - Donna Mergler
- Centre de Recherche Interdisciplinaire sur le Bien-Être, la Santé, la Société et l'Environnement (CINBIOSE), Université du Québec à Montreal, Canada.
| | - José A Menezes-Filho
- Laboratory of Toxicology, College of Pharmacy, Federal University of Bahia, Brazil; Graduate Program in Pharmacy, College of Pharmacy, Federal University of Bahia, Brazil.
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