Factor analysis applied to metal content in hair: a study on the Correlation between neighborhoods and associated risk - Altamira, Pará, Brazil
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Digital do Instituto Evandro Chagas (Patuá) |
Texto Completo: | https://patua.iec.gov.br/handle/iec/4340 |
Resumo: | Few studies on capillary metals are conducted in the Amazon region despite the diversity of environmental problems that directly reflect on human health, as is the case of the population of Altamira. The hair matrix was selected because it is an indicator of past exposure, which enablesto correlate the concentration of trace elements in neighborhood residents in the metropolitan region to identify grouping by chemical similarities, using factor analysis as a statistical technique. The city was chosen due to its regional importance and the intense transformation process undergone over the years, among them the implantation of the Belo Monte Hydroelectric Plant, gold mining, and agriculture. These events brought development linked to social, environmental, and public health problems for the municipality. The elements were determined by Inductively coupled plasma atomic emission spectrometry (ICP-AOS). Among the elements surveyed, Mn, Ba, Sr, Ca, Mg, and Al stood out as the most important and responsible for the grouping of neighborhoods, with an explanation percentage of 76.08%. The elements Mn, Ba, Sr, Ca, and Mg are responsible for grouping the neighborhoods Esplanada do Xingu, Açaizal, Aparecida, Centro, Jardim Independente I and II, Sudam I and II, Jardim Oriente, and Jardim dos Estados with 58.96% of varianceexplained, and Al for the neighborhoods São Sebastião and Catedral with 17.12% of variance explained. These results indicated that the first group has a risk associated with the metals Mn and Ba, whereas the second with the metal Al, all with relevant toxic potential. Signs of health problems may be being demonstrated, as these results refer to extemporaneous exposure. |
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Sousa Júnior, Pedro MoreiraPereira, Simone Fátima PinheiroRocha, Ronaldo MagnoTeixeira, Orivan Maria MarquesAlves, Mateus Higo DavesSantos, Luciana PinheiroGonçalves, Auriane Consolação da SilvaNogueira, Daniel PinheiroFaial, Kelson do Carmo Freitas2021-07-05T14:38:53Z2021-07-05T14:38:53Z2021SOUSA JÚNIOR, Pedro Moreira et al. Factor analysis applied to metal content in hair: a study on the Correlation between neighborhoods and associated risk - Altamira, Pará, Brazil. International Journal of Development Research, v. 10, n. 2, p. 44409-44414, Fev. 2021.2230-9926https://patua.iec.gov.br/handle/iec/434010.37118/ijdr.20996.02.2021Few studies on capillary metals are conducted in the Amazon region despite the diversity of environmental problems that directly reflect on human health, as is the case of the population of Altamira. The hair matrix was selected because it is an indicator of past exposure, which enablesto correlate the concentration of trace elements in neighborhood residents in the metropolitan region to identify grouping by chemical similarities, using factor analysis as a statistical technique. The city was chosen due to its regional importance and the intense transformation process undergone over the years, among them the implantation of the Belo Monte Hydroelectric Plant, gold mining, and agriculture. These events brought development linked to social, environmental, and public health problems for the municipality. The elements were determined by Inductively coupled plasma atomic emission spectrometry (ICP-AOS). Among the elements surveyed, Mn, Ba, Sr, Ca, Mg, and Al stood out as the most important and responsible for the grouping of neighborhoods, with an explanation percentage of 76.08%. The elements Mn, Ba, Sr, Ca, and Mg are responsible for grouping the neighborhoods Esplanada do Xingu, Açaizal, Aparecida, Centro, Jardim Independente I and II, Sudam I and II, Jardim Oriente, and Jardim dos Estados with 58.96% of varianceexplained, and Al for the neighborhoods São Sebastião and Catedral with 17.12% of variance explained. These results indicated that the first group has a risk associated with the metals Mn and Ba, whereas the second with the metal Al, all with relevant toxic potential. Signs of health problems may be being demonstrated, as these results refer to extemporaneous exposure.Eletronorte; ANEEL; CAPES; CNPqUniversidade Federal Rural da Amazônia. Capanema, PA, Brasil.Universidade Federal do Pará. Laboratório de Química Analítica e Ambiental. Belém, PA, Brasil.Secretaria de Saúde do Pará. Laboratório Central. Belém, PA, Brasil.Empresa Brasileira de Pesquisa Agropecuária. Belém, PA, Brasil.Empresa Brasileira de Pesquisa Agropecuária. Belém, PA, Brasil.Universidade Federal Rural da Amazônia. Capanema, PA, Brasil.Universidade Federal do Pará. Laboratório de Química Analítica e Ambiental. Belém, PA, Brasil.Empresa Brasileira de Pesquisa Agropecuária. Belém, PA, Brasil.Universidade Federal do Pará. Laboratório de Química Analítica e Ambiental. Belém, PA, Brasil.Ministério da Saúde. Secretaria de Vigilância em Saúde. Instituto Evandro Chagas. Laboratório de Meio Ambiente. Ananindeua, PA, Brasil.engFactor analysis applied to metal content in hair: a study on the Correlation between neighborhoods and associated risk - Altamira, Pará, Brazilinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleTubo Capilar / microbiologiaOligoelementos / análiseAnálise do CabeloPoluição AmbientalPoluentes AtmosféricosAltamira (PA)info:eu-repo/semantics/openAccessreponame:Repositório Digital do Instituto Evandro Chagas (Patuá)instname:Instituto Evandro Chagas (IEC)instacron:IECORIGINALFactor analysis applied to metal content in hair: a study on the Correlation between neighborhoods and associated risk - Altamira, Pará, Brazil.pdfFactor analysis applied to metal content in hair: a study on the Correlation between neighborhoods and associated risk - Altamira, Pará, Brazil.pdfapplication/pdf268945https://patua.iec.gov.br/bitstreams/29327475-9995-4108-b204-e19fb7dbe829/download6e28e3eb2b2e4bbd0453154cc818cbd9MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-82182https://patua.iec.gov.br/bitstreams/71ce44d6-6752-4758-ac21-6cf55cb3902e/download11832eea31b16df8613079d742d61793MD52TEXTFactor analysis applied to metal content in hair: a study on the Correlation between neighborhoods and associated risk - 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dc.title.pt_BR.fl_str_mv |
Factor analysis applied to metal content in hair: a study on the Correlation between neighborhoods and associated risk - Altamira, Pará, Brazil |
title |
Factor analysis applied to metal content in hair: a study on the Correlation between neighborhoods and associated risk - Altamira, Pará, Brazil |
spellingShingle |
Factor analysis applied to metal content in hair: a study on the Correlation between neighborhoods and associated risk - Altamira, Pará, Brazil Sousa Júnior, Pedro Moreira Tubo Capilar / microbiologia Oligoelementos / análise Análise do Cabelo Poluição Ambiental Poluentes Atmosféricos Altamira (PA) |
title_short |
Factor analysis applied to metal content in hair: a study on the Correlation between neighborhoods and associated risk - Altamira, Pará, Brazil |
title_full |
Factor analysis applied to metal content in hair: a study on the Correlation between neighborhoods and associated risk - Altamira, Pará, Brazil |
title_fullStr |
Factor analysis applied to metal content in hair: a study on the Correlation between neighborhoods and associated risk - Altamira, Pará, Brazil |
title_full_unstemmed |
Factor analysis applied to metal content in hair: a study on the Correlation between neighborhoods and associated risk - Altamira, Pará, Brazil |
title_sort |
Factor analysis applied to metal content in hair: a study on the Correlation between neighborhoods and associated risk - Altamira, Pará, Brazil |
author |
Sousa Júnior, Pedro Moreira |
author_facet |
Sousa Júnior, Pedro Moreira Pereira, Simone Fátima Pinheiro Rocha, Ronaldo Magno Teixeira, Orivan Maria Marques Alves, Mateus Higo Daves Santos, Luciana Pinheiro Gonçalves, Auriane Consolação da Silva Nogueira, Daniel Pinheiro Faial, Kelson do Carmo Freitas |
author_role |
author |
author2 |
Pereira, Simone Fátima Pinheiro Rocha, Ronaldo Magno Teixeira, Orivan Maria Marques Alves, Mateus Higo Daves Santos, Luciana Pinheiro Gonçalves, Auriane Consolação da Silva Nogueira, Daniel Pinheiro Faial, Kelson do Carmo Freitas |
author2_role |
author author author author author author author author |
dc.contributor.author.fl_str_mv |
Sousa Júnior, Pedro Moreira Pereira, Simone Fátima Pinheiro Rocha, Ronaldo Magno Teixeira, Orivan Maria Marques Alves, Mateus Higo Daves Santos, Luciana Pinheiro Gonçalves, Auriane Consolação da Silva Nogueira, Daniel Pinheiro Faial, Kelson do Carmo Freitas |
dc.subject.decsPrimary.pt_BR.fl_str_mv |
Tubo Capilar / microbiologia Oligoelementos / análise Análise do Cabelo Poluição Ambiental Poluentes Atmosféricos Altamira (PA) |
topic |
Tubo Capilar / microbiologia Oligoelementos / análise Análise do Cabelo Poluição Ambiental Poluentes Atmosféricos Altamira (PA) |
description |
Few studies on capillary metals are conducted in the Amazon region despite the diversity of environmental problems that directly reflect on human health, as is the case of the population of Altamira. The hair matrix was selected because it is an indicator of past exposure, which enablesto correlate the concentration of trace elements in neighborhood residents in the metropolitan region to identify grouping by chemical similarities, using factor analysis as a statistical technique. The city was chosen due to its regional importance and the intense transformation process undergone over the years, among them the implantation of the Belo Monte Hydroelectric Plant, gold mining, and agriculture. These events brought development linked to social, environmental, and public health problems for the municipality. The elements were determined by Inductively coupled plasma atomic emission spectrometry (ICP-AOS). Among the elements surveyed, Mn, Ba, Sr, Ca, Mg, and Al stood out as the most important and responsible for the grouping of neighborhoods, with an explanation percentage of 76.08%. The elements Mn, Ba, Sr, Ca, and Mg are responsible for grouping the neighborhoods Esplanada do Xingu, Açaizal, Aparecida, Centro, Jardim Independente I and II, Sudam I and II, Jardim Oriente, and Jardim dos Estados with 58.96% of varianceexplained, and Al for the neighborhoods São Sebastião and Catedral with 17.12% of variance explained. These results indicated that the first group has a risk associated with the metals Mn and Ba, whereas the second with the metal Al, all with relevant toxic potential. Signs of health problems may be being demonstrated, as these results refer to extemporaneous exposure. |
publishDate |
2021 |
dc.date.accessioned.fl_str_mv |
2021-07-05T14:38:53Z |
dc.date.available.fl_str_mv |
2021-07-05T14:38:53Z |
dc.date.issued.fl_str_mv |
2021 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
SOUSA JÚNIOR, Pedro Moreira et al. Factor analysis applied to metal content in hair: a study on the Correlation between neighborhoods and associated risk - Altamira, Pará, Brazil. International Journal of Development Research, v. 10, n. 2, p. 44409-44414, Fev. 2021. |
dc.identifier.uri.fl_str_mv |
https://patua.iec.gov.br/handle/iec/4340 |
dc.identifier.issn.-.fl_str_mv |
2230-9926 |
dc.identifier.doi.-.fl_str_mv |
10.37118/ijdr.20996.02.2021 |
identifier_str_mv |
SOUSA JÚNIOR, Pedro Moreira et al. Factor analysis applied to metal content in hair: a study on the Correlation between neighborhoods and associated risk - Altamira, Pará, Brazil. International Journal of Development Research, v. 10, n. 2, p. 44409-44414, Fev. 2021. 2230-9926 10.37118/ijdr.20996.02.2021 |
url |
https://patua.iec.gov.br/handle/iec/4340 |
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eng |
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eng |
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