Cargando…

A Metagenomic and Gene Expression Analysis in Wheat (T. durum) and Maize (Z. mays) Biofertilized with PGPM and Biochar

Commodity crops, such as wheat and maize, are extremely dependent on chemical fertilizers, a practice contributing greatly to the increase in the contaminants in soil and water. Promising solutions are biofertilizers, i.e., microbial biostimulants that when supplemented with soil stimulate plant gro...

Descripción completa

Detalles Bibliográficos
Autores principales: Graziano, Sara, Caldara, Marina, Gullì, Mariolina, Bevivino, Annamaria, Maestri, Elena, Marmiroli, Nelson
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9499264/
https://www.ncbi.nlm.nih.gov/pubmed/36142289
http://dx.doi.org/10.3390/ijms231810376
_version_ 1784794954185310208
author Graziano, Sara
Caldara, Marina
Gullì, Mariolina
Bevivino, Annamaria
Maestri, Elena
Marmiroli, Nelson
author_facet Graziano, Sara
Caldara, Marina
Gullì, Mariolina
Bevivino, Annamaria
Maestri, Elena
Marmiroli, Nelson
author_sort Graziano, Sara
collection PubMed
description Commodity crops, such as wheat and maize, are extremely dependent on chemical fertilizers, a practice contributing greatly to the increase in the contaminants in soil and water. Promising solutions are biofertilizers, i.e., microbial biostimulants that when supplemented with soil stimulate plant growth and production. Moreover, the biofertilizers can be fortified when (i) provided as multifunctional consortia and (ii) combined with biochar with a high cargo capacity. The aim of this work was to determine the molecular effects on the soil microbiome of different biofertilizers and delivery systems, highlight their physiological effects and merge the data with statistical analyses. The measurements of the physiological parameters (i.e., shoot and root biomass), transcriptomic response of genes involved in essential pathways, and characterization of the rhizosphere population were analyzed. The results demonstrated that wheat and maize supplemented with different combinations of selected microbial consortia and biochar have a positive effect on plant growth in terms of shoot and root biomass; the treatments also had a beneficial influence on the biodiversity of the indigenous rhizo-microbial community, reinforcing the connection between microbes and plants without further spreading contaminants. There was also evidence at the transcriptional level of crosstalk between microbiota and plants.
format Online
Article
Text
id pubmed-9499264
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-94992642022-09-23 A Metagenomic and Gene Expression Analysis in Wheat (T. durum) and Maize (Z. mays) Biofertilized with PGPM and Biochar Graziano, Sara Caldara, Marina Gullì, Mariolina Bevivino, Annamaria Maestri, Elena Marmiroli, Nelson Int J Mol Sci Article Commodity crops, such as wheat and maize, are extremely dependent on chemical fertilizers, a practice contributing greatly to the increase in the contaminants in soil and water. Promising solutions are biofertilizers, i.e., microbial biostimulants that when supplemented with soil stimulate plant growth and production. Moreover, the biofertilizers can be fortified when (i) provided as multifunctional consortia and (ii) combined with biochar with a high cargo capacity. The aim of this work was to determine the molecular effects on the soil microbiome of different biofertilizers and delivery systems, highlight their physiological effects and merge the data with statistical analyses. The measurements of the physiological parameters (i.e., shoot and root biomass), transcriptomic response of genes involved in essential pathways, and characterization of the rhizosphere population were analyzed. The results demonstrated that wheat and maize supplemented with different combinations of selected microbial consortia and biochar have a positive effect on plant growth in terms of shoot and root biomass; the treatments also had a beneficial influence on the biodiversity of the indigenous rhizo-microbial community, reinforcing the connection between microbes and plants without further spreading contaminants. There was also evidence at the transcriptional level of crosstalk between microbiota and plants. MDPI 2022-09-08 /pmc/articles/PMC9499264/ /pubmed/36142289 http://dx.doi.org/10.3390/ijms231810376 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
Graziano, Sara
Caldara, Marina
Gullì, Mariolina
Bevivino, Annamaria
Maestri, Elena
Marmiroli, Nelson
A Metagenomic and Gene Expression Analysis in Wheat (T. durum) and Maize (Z. mays) Biofertilized with PGPM and Biochar
title A Metagenomic and Gene Expression Analysis in Wheat (T. durum) and Maize (Z. mays) Biofertilized with PGPM and Biochar
title_full A Metagenomic and Gene Expression Analysis in Wheat (T. durum) and Maize (Z. mays) Biofertilized with PGPM and Biochar
title_fullStr A Metagenomic and Gene Expression Analysis in Wheat (T. durum) and Maize (Z. mays) Biofertilized with PGPM and Biochar
title_full_unstemmed A Metagenomic and Gene Expression Analysis in Wheat (T. durum) and Maize (Z. mays) Biofertilized with PGPM and Biochar
title_short A Metagenomic and Gene Expression Analysis in Wheat (T. durum) and Maize (Z. mays) Biofertilized with PGPM and Biochar
title_sort metagenomic and gene expression analysis in wheat (t. durum) and maize (z. mays) biofertilized with pgpm and biochar
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9499264/
https://www.ncbi.nlm.nih.gov/pubmed/36142289
http://dx.doi.org/10.3390/ijms231810376
work_keys_str_mv AT grazianosara ametagenomicandgeneexpressionanalysisinwheattdurumandmaizezmaysbiofertilizedwithpgpmandbiochar
AT caldaramarina ametagenomicandgeneexpressionanalysisinwheattdurumandmaizezmaysbiofertilizedwithpgpmandbiochar
AT gullimariolina ametagenomicandgeneexpressionanalysisinwheattdurumandmaizezmaysbiofertilizedwithpgpmandbiochar
AT bevivinoannamaria ametagenomicandgeneexpressionanalysisinwheattdurumandmaizezmaysbiofertilizedwithpgpmandbiochar
AT maestrielena ametagenomicandgeneexpressionanalysisinwheattdurumandmaizezmaysbiofertilizedwithpgpmandbiochar
AT marmirolinelson ametagenomicandgeneexpressionanalysisinwheattdurumandmaizezmaysbiofertilizedwithpgpmandbiochar
AT grazianosara metagenomicandgeneexpressionanalysisinwheattdurumandmaizezmaysbiofertilizedwithpgpmandbiochar
AT caldaramarina metagenomicandgeneexpressionanalysisinwheattdurumandmaizezmaysbiofertilizedwithpgpmandbiochar
AT gullimariolina metagenomicandgeneexpressionanalysisinwheattdurumandmaizezmaysbiofertilizedwithpgpmandbiochar
AT bevivinoannamaria metagenomicandgeneexpressionanalysisinwheattdurumandmaizezmaysbiofertilizedwithpgpmandbiochar
AT maestrielena metagenomicandgeneexpressionanalysisinwheattdurumandmaizezmaysbiofertilizedwithpgpmandbiochar
AT marmirolinelson metagenomicandgeneexpressionanalysisinwheattdurumandmaizezmaysbiofertilizedwithpgpmandbiochar