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Method for Determining Regional Reference Values of Metal Content in Biological Substrates and Their Intake into the Body via Drinking Water

Natural and manmade flows of matter form complex metal associations in the body of residents living in certain territories, which leads to functional disorders in their bodies and the depletion of adaptive reserves. It is possible to assess the distribution of metals in the body only taking into acc...

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Autores principales: Tunakova, Yulia, Shagidullin, Artur, Valiev, Vsevolod, Novikova, Svetlana, Faizullin, Rashat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8464986/
https://www.ncbi.nlm.nih.gov/pubmed/34574826
http://dx.doi.org/10.3390/ijerph18189903
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author Tunakova, Yulia
Shagidullin, Artur
Valiev, Vsevolod
Novikova, Svetlana
Faizullin, Rashat
author_facet Tunakova, Yulia
Shagidullin, Artur
Valiev, Vsevolod
Novikova, Svetlana
Faizullin, Rashat
author_sort Tunakova, Yulia
collection PubMed
description Natural and manmade flows of matter form complex metal associations in the body of residents living in certain territories, which leads to functional disorders in their bodies and the depletion of adaptive reserves. It is possible to assess the distribution of metals in the body only taking into account its biogeochemical localization. The question arises about the methodological approach to the determination of regional reference values of the concentrations of metals in biosubstrates of residents of different territories, to which this study was devoted. A designed and trained neural network was used, reflecting the relationship between the concentrations of metals in consumed drinking water and biosubstrates of the body, taking into account the physiological characteristics of the tested group of children and adolescents, based on the regional reference values obtained. Neural network regression methods allowed the calculation of nonlinear dependences of indicators of the state of the internal environment of an organism with external factors, and localized reference values determined in such calculations the indicators of the base state, being guided by the intensity of external factors, which should be assessed. The results of this study are intended for patient-oriented diagnosis and the treatment of eco-conditioned microelementosis in individual locations.
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spelling pubmed-84649862021-09-27 Method for Determining Regional Reference Values of Metal Content in Biological Substrates and Their Intake into the Body via Drinking Water Tunakova, Yulia Shagidullin, Artur Valiev, Vsevolod Novikova, Svetlana Faizullin, Rashat Int J Environ Res Public Health Article Natural and manmade flows of matter form complex metal associations in the body of residents living in certain territories, which leads to functional disorders in their bodies and the depletion of adaptive reserves. It is possible to assess the distribution of metals in the body only taking into account its biogeochemical localization. The question arises about the methodological approach to the determination of regional reference values of the concentrations of metals in biosubstrates of residents of different territories, to which this study was devoted. A designed and trained neural network was used, reflecting the relationship between the concentrations of metals in consumed drinking water and biosubstrates of the body, taking into account the physiological characteristics of the tested group of children and adolescents, based on the regional reference values obtained. Neural network regression methods allowed the calculation of nonlinear dependences of indicators of the state of the internal environment of an organism with external factors, and localized reference values determined in such calculations the indicators of the base state, being guided by the intensity of external factors, which should be assessed. The results of this study are intended for patient-oriented diagnosis and the treatment of eco-conditioned microelementosis in individual locations. MDPI 2021-09-20 /pmc/articles/PMC8464986/ /pubmed/34574826 http://dx.doi.org/10.3390/ijerph18189903 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Tunakova, Yulia
Shagidullin, Artur
Valiev, Vsevolod
Novikova, Svetlana
Faizullin, Rashat
Method for Determining Regional Reference Values of Metal Content in Biological Substrates and Their Intake into the Body via Drinking Water
title Method for Determining Regional Reference Values of Metal Content in Biological Substrates and Their Intake into the Body via Drinking Water
title_full Method for Determining Regional Reference Values of Metal Content in Biological Substrates and Their Intake into the Body via Drinking Water
title_fullStr Method for Determining Regional Reference Values of Metal Content in Biological Substrates and Their Intake into the Body via Drinking Water
title_full_unstemmed Method for Determining Regional Reference Values of Metal Content in Biological Substrates and Their Intake into the Body via Drinking Water
title_short Method for Determining Regional Reference Values of Metal Content in Biological Substrates and Their Intake into the Body via Drinking Water
title_sort method for determining regional reference values of metal content in biological substrates and their intake into the body via drinking water
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8464986/
https://www.ncbi.nlm.nih.gov/pubmed/34574826
http://dx.doi.org/10.3390/ijerph18189903
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