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...

Full description

Bibliographic Details
Main Authors: Víctor Matamoros, Alicia María Rendón-Mera, Benjamí Piña, Đorđe Tadić, Núria Cañameras, Nuria Carazo, J. M. Bayona
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