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The Design of Experiment as a Tool to Model Plant Trace-Metal Bioindication Abilities

Bioindicator plants are species that have the capacity to linearly uptake some elements (metal and metalloids) from the growing substrate, thus reflecting their concentration in the soil. Many factors can influence the uptake of these elements by plants, among which is the simultaneous presence of s...

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Autores principales: Salinitro, Mirko, Zappi, Alessandro, Casolari, Sonia, Locatelli, Marcello, Tassoni, Annalisa, Melucci, Dora
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8954799/
https://www.ncbi.nlm.nih.gov/pubmed/35335207
http://dx.doi.org/10.3390/molecules27061844
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author Salinitro, Mirko
Zappi, Alessandro
Casolari, Sonia
Locatelli, Marcello
Tassoni, Annalisa
Melucci, Dora
author_facet Salinitro, Mirko
Zappi, Alessandro
Casolari, Sonia
Locatelli, Marcello
Tassoni, Annalisa
Melucci, Dora
author_sort Salinitro, Mirko
collection PubMed
description Bioindicator plants are species that have the capacity to linearly uptake some elements (metal and metalloids) from the growing substrate, thus reflecting their concentration in the soil. Many factors can influence the uptake of these elements by plants, among which is the simultaneous presence of several metals, a common situation in contaminated or natural soils. A novel approach that can be used to validate the bioindication ability of a species growing on a polymetallic substrate is the design of experiment (DoE) approach. The aim of the present study was to apply the DoE in full factorial mode to model the Cu, Cd, Pb, Zn, and Cr bioindication capacity of Polygonum aviculare, used as the model plant. The results showed that P. aviculare has the ability to bioindicate Cd and Cr with a linear uptake (from 0.35 to 6.66, and 0.1 to 3.4 mg kg(−1), respectively) unaffected by the presence of other metals. Conversely, the uptake of Pb, Cu, and Zn is strongly influenced by the presence of all the studied metals, making their concentration in the plant shoot not proportional to that of the soil. In conclusion, these preliminary results confirmed that the DoE can be used to predict the bioindicator abilities of a plant for several elements at the same time and to evaluate the interactions that can be established between variables in the growing medium and in the plant itself. However, more studies including other plant species are needed to confirm the effectiveness of this method.
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spelling pubmed-89547992022-03-26 The Design of Experiment as a Tool to Model Plant Trace-Metal Bioindication Abilities Salinitro, Mirko Zappi, Alessandro Casolari, Sonia Locatelli, Marcello Tassoni, Annalisa Melucci, Dora Molecules Article Bioindicator plants are species that have the capacity to linearly uptake some elements (metal and metalloids) from the growing substrate, thus reflecting their concentration in the soil. Many factors can influence the uptake of these elements by plants, among which is the simultaneous presence of several metals, a common situation in contaminated or natural soils. A novel approach that can be used to validate the bioindication ability of a species growing on a polymetallic substrate is the design of experiment (DoE) approach. The aim of the present study was to apply the DoE in full factorial mode to model the Cu, Cd, Pb, Zn, and Cr bioindication capacity of Polygonum aviculare, used as the model plant. The results showed that P. aviculare has the ability to bioindicate Cd and Cr with a linear uptake (from 0.35 to 6.66, and 0.1 to 3.4 mg kg(−1), respectively) unaffected by the presence of other metals. Conversely, the uptake of Pb, Cu, and Zn is strongly influenced by the presence of all the studied metals, making their concentration in the plant shoot not proportional to that of the soil. In conclusion, these preliminary results confirmed that the DoE can be used to predict the bioindicator abilities of a plant for several elements at the same time and to evaluate the interactions that can be established between variables in the growing medium and in the plant itself. However, more studies including other plant species are needed to confirm the effectiveness of this method. MDPI 2022-03-11 /pmc/articles/PMC8954799/ /pubmed/35335207 http://dx.doi.org/10.3390/molecules27061844 Text en © 2022 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
Salinitro, Mirko
Zappi, Alessandro
Casolari, Sonia
Locatelli, Marcello
Tassoni, Annalisa
Melucci, Dora
The Design of Experiment as a Tool to Model Plant Trace-Metal Bioindication Abilities
title The Design of Experiment as a Tool to Model Plant Trace-Metal Bioindication Abilities
title_full The Design of Experiment as a Tool to Model Plant Trace-Metal Bioindication Abilities
title_fullStr The Design of Experiment as a Tool to Model Plant Trace-Metal Bioindication Abilities
title_full_unstemmed The Design of Experiment as a Tool to Model Plant Trace-Metal Bioindication Abilities
title_short The Design of Experiment as a Tool to Model Plant Trace-Metal Bioindication Abilities
title_sort design of experiment as a tool to model plant trace-metal bioindication abilities
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8954799/
https://www.ncbi.nlm.nih.gov/pubmed/35335207
http://dx.doi.org/10.3390/molecules27061844
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