Metabolomic and phenotypic implications of the application of fertilization products containing microcontaminants in lettuce (Lactuca sativa)
Abstract Cultivation practice using organic amendments is plausible to ensure global food security. However, plant abiotic stress due to the presence of metals and organic microcontaminants (OMCs) in fertilization products cannot be overlooked. In this study, we monitored lettuce metabolism and phen...
Main Authors: | , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Nature Publishing Group
2021-05-01
|
Series: | Scientific Reports |
Online Access: | https://doi.org/10.1038/s41598-021-89058-x |
id |
doaj-0c6c94cf8dff4b44a44dd0beecd9f402 |
---|---|
record_format |
Article |
spelling |
doaj-0c6c94cf8dff4b44a44dd0beecd9f4022021-05-09T11:33:35ZengNature Publishing GroupScientific Reports2045-23222021-05-0111111310.1038/s41598-021-89058-xMetabolomic and phenotypic implications of the application of fertilization products containing microcontaminants in lettuce (Lactuca sativa)Víctor Matamoros0Alicia María Rendón-Mera1Benjamí Piña2Đorđe Tadić3Núria Cañameras4Nuria Carazo5J. M. Bayona6Department of Environmental Chemistry, Institute of Environmental, Assessment and Water Research (IDAEA), Spanish National Research Council (CSIC)Grupo GDCON, Facultad de Ingeniería, Sede de Investigación Universitaria (SIU), Universidad de AntioquiaDepartment of Environmental Chemistry, Institute of Environmental, Assessment and Water Research (IDAEA), Spanish National Research Council (CSIC)Department of Environmental Chemistry, Institute of Environmental, Assessment and Water Research (IDAEA), Spanish National Research Council (CSIC)Department of Agri-Food Engineering and Biotechnology (DEAB), Polytechnic University of Catalonia (UPC)Department of Agri-Food Engineering and Biotechnology (DEAB), Polytechnic University of Catalonia (UPC)Department of Environmental Chemistry, Institute of Environmental, Assessment and Water Research (IDAEA), Spanish National Research Council (CSIC)Abstract Cultivation practice using organic amendments is plausible to ensure global food security. However, plant abiotic stress due to the presence of metals and organic microcontaminants (OMCs) in fertilization products cannot be overlooked. In this study, we monitored lettuce metabolism and phenotypic response following the application of either sewage sludge (SS), the organic fraction of municipal solid waste, swine manure (SM), chemical fertilizers (CF), or no amendment (C) in a greenhouse facility. The experimental set-up consisted of five treatments with five replicates (25 experimental units randomly distributed). All fertilizers were supplied at the equivalent agronomic total nitrogen dose, but the occurrence of trace metals and/or OMCs was greater in the SS and SM than the rest. Non-target metabolomic analysis (high-resolution mass spectrometry coupled with partial least squares regression) identified more than 300 plant metabolites (amino acids, organic acids, sugar alcohols, and sugars), 55 of which showed significant changes in their relative abundances depending on the type of amendment. Functional analysis indicated that the use of CF or SS increased the levels of metabolites involved in carbohydrate and nitrogen metabolism. Therefore, although SS and SM fertilizers had a greater presence of heavy metals and/or OMCs, our results indicate that they did not induce measurable adverse effects in the lettuce phenotype or metabolism. Metabolic changes between fertilizers (CF and SS vs. C and SM) were mainly due to nitrogen availability.https://doi.org/10.1038/s41598-021-89058-x |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Víctor Matamoros Alicia María Rendón-Mera Benjamí Piña Đorđe Tadić Núria Cañameras Nuria Carazo J. M. Bayona |
spellingShingle |
Víctor Matamoros Alicia María Rendón-Mera Benjamí Piña Đorđe Tadić Núria Cañameras Nuria Carazo J. M. Bayona Metabolomic and phenotypic implications of the application of fertilization products containing microcontaminants in lettuce (Lactuca sativa) Scientific Reports |
author_facet |
Víctor Matamoros Alicia María Rendón-Mera Benjamí Piña Đorđe Tadić Núria Cañameras Nuria Carazo J. M. Bayona |
author_sort |
Víctor Matamoros |
title |
Metabolomic and phenotypic implications of the application of fertilization products containing microcontaminants in lettuce (Lactuca sativa) |
title_short |
Metabolomic and phenotypic implications of the application of fertilization products containing microcontaminants in lettuce (Lactuca sativa) |
title_full |
Metabolomic and phenotypic implications of the application of fertilization products containing microcontaminants in lettuce (Lactuca sativa) |
title_fullStr |
Metabolomic and phenotypic implications of the application of fertilization products containing microcontaminants in lettuce (Lactuca sativa) |
title_full_unstemmed |
Metabolomic and phenotypic implications of the application of fertilization products containing microcontaminants in lettuce (Lactuca sativa) |
title_sort |
metabolomic and phenotypic implications of the application of fertilization products containing microcontaminants in lettuce (lactuca sativa) |
publisher |
Nature Publishing Group |
series |
Scientific Reports |
issn |
2045-2322 |
publishDate |
2021-05-01 |
description |
Abstract Cultivation practice using organic amendments is plausible to ensure global food security. However, plant abiotic stress due to the presence of metals and organic microcontaminants (OMCs) in fertilization products cannot be overlooked. In this study, we monitored lettuce metabolism and phenotypic response following the application of either sewage sludge (SS), the organic fraction of municipal solid waste, swine manure (SM), chemical fertilizers (CF), or no amendment (C) in a greenhouse facility. The experimental set-up consisted of five treatments with five replicates (25 experimental units randomly distributed). All fertilizers were supplied at the equivalent agronomic total nitrogen dose, but the occurrence of trace metals and/or OMCs was greater in the SS and SM than the rest. Non-target metabolomic analysis (high-resolution mass spectrometry coupled with partial least squares regression) identified more than 300 plant metabolites (amino acids, organic acids, sugar alcohols, and sugars), 55 of which showed significant changes in their relative abundances depending on the type of amendment. Functional analysis indicated that the use of CF or SS increased the levels of metabolites involved in carbohydrate and nitrogen metabolism. Therefore, although SS and SM fertilizers had a greater presence of heavy metals and/or OMCs, our results indicate that they did not induce measurable adverse effects in the lettuce phenotype or metabolism. Metabolic changes between fertilizers (CF and SS vs. C and SM) were mainly due to nitrogen availability. |
url |
https://doi.org/10.1038/s41598-021-89058-x |
work_keys_str_mv |
AT victormatamoros metabolomicandphenotypicimplicationsoftheapplicationoffertilizationproductscontainingmicrocontaminantsinlettucelactucasativa AT aliciamariarendonmera metabolomicandphenotypicimplicationsoftheapplicationoffertilizationproductscontainingmicrocontaminantsinlettucelactucasativa AT benjamipina metabolomicandphenotypicimplicationsoftheapplicationoffertilizationproductscontainingmicrocontaminantsinlettucelactucasativa AT đorđetadic metabolomicandphenotypicimplicationsoftheapplicationoffertilizationproductscontainingmicrocontaminantsinlettucelactucasativa AT nuriacanameras metabolomicandphenotypicimplicationsoftheapplicationoffertilizationproductscontainingmicrocontaminantsinlettucelactucasativa AT nuriacarazo metabolomicandphenotypicimplicationsoftheapplicationoffertilizationproductscontainingmicrocontaminantsinlettucelactucasativa AT jmbayona metabolomicandphenotypicimplicationsoftheapplicationoffertilizationproductscontainingmicrocontaminantsinlettucelactucasativa |
_version_ |
1721454230514958336 |