Cargando…
Transcriptomic Analysis of Soil Grown T. aestivum cv. Root to Reveal the Changes in Expression of Genes in Response to Multiple Nutrients Deficiency
Deficiency of necessary macronutrients, i.e., Potassium (K), Magnesium (Mg), Nitrogen (N), Phosphorus (P), and Sulfate (S) in the soil leads to a reduction in plant growth and yield, which is a result of changes in expression level of various genes. This study was performed to identify the different...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5479913/ https://www.ncbi.nlm.nih.gov/pubmed/28690617 http://dx.doi.org/10.3389/fpls.2017.01025 |
_version_ | 1783245192495628288 |
---|---|
author | Gupta, Saurabh Yadav, Brijesh S. Raj, Utkarsh Freilich, Shiri Varadwaj, Pritish K. |
author_facet | Gupta, Saurabh Yadav, Brijesh S. Raj, Utkarsh Freilich, Shiri Varadwaj, Pritish K. |
author_sort | Gupta, Saurabh |
collection | PubMed |
description | Deficiency of necessary macronutrients, i.e., Potassium (K), Magnesium (Mg), Nitrogen (N), Phosphorus (P), and Sulfate (S) in the soil leads to a reduction in plant growth and yield, which is a result of changes in expression level of various genes. This study was performed to identify the differentially expressed genes and its associated metabolic pathways occurred in soil grown wheat root samples excavated from the control and treated fields. To identify the difference in gene expression levels due to deficiency of the said nutrients, a transcriptomic, meta-analysis was performed on array expression profile data. A set of 435 statistically significant probes encoding 398 Nutrient Deficiency Response Genes (NRGs) responding at-least one nutrients deficiency (ND) were identified. Out of them 55 NRGs were found to response to minimum two ND. Singular Enrichment Analysis (SEA) predicts ontological based classifications and functional analysis of NRGs in different cellular/molecular pathways involved in root development and growth. Functional annotation and reaction mechanism of differentially expressed genes, proteins/enzymes in the different metabolic pathway through MapMan analysis were explored. Further the meta-analysis was performed to revels the active involvement each NRGs in distinct tissues and their comparative potential expression analysis in different stress conditions. The study results in exploring the role of major acting candidate genes such as Non-specific serine/threonine protein kinase, Xyloglucan endotransglucosylase/hydrolase, Peroxides, Glycerophosphoryl diester phosphodiesterase, S-adenosylmethionine decarboxylase proenzyme, Dehydrin family proteins, Transcription factors, Membrane Proteins, Metal binding proteins, Photosystem proteins, Transporter and Transferase associated in different metabolic pathways. Finally, the differences of transcriptional responses in the soil-grown root of T. aestivum cv. and in-vitro grown model plants under nutrients deficiency were summarized. |
format | Online Article Text |
id | pubmed-5479913 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-54799132017-07-07 Transcriptomic Analysis of Soil Grown T. aestivum cv. Root to Reveal the Changes in Expression of Genes in Response to Multiple Nutrients Deficiency Gupta, Saurabh Yadav, Brijesh S. Raj, Utkarsh Freilich, Shiri Varadwaj, Pritish K. Front Plant Sci Plant Science Deficiency of necessary macronutrients, i.e., Potassium (K), Magnesium (Mg), Nitrogen (N), Phosphorus (P), and Sulfate (S) in the soil leads to a reduction in plant growth and yield, which is a result of changes in expression level of various genes. This study was performed to identify the differentially expressed genes and its associated metabolic pathways occurred in soil grown wheat root samples excavated from the control and treated fields. To identify the difference in gene expression levels due to deficiency of the said nutrients, a transcriptomic, meta-analysis was performed on array expression profile data. A set of 435 statistically significant probes encoding 398 Nutrient Deficiency Response Genes (NRGs) responding at-least one nutrients deficiency (ND) were identified. Out of them 55 NRGs were found to response to minimum two ND. Singular Enrichment Analysis (SEA) predicts ontological based classifications and functional analysis of NRGs in different cellular/molecular pathways involved in root development and growth. Functional annotation and reaction mechanism of differentially expressed genes, proteins/enzymes in the different metabolic pathway through MapMan analysis were explored. Further the meta-analysis was performed to revels the active involvement each NRGs in distinct tissues and their comparative potential expression analysis in different stress conditions. The study results in exploring the role of major acting candidate genes such as Non-specific serine/threonine protein kinase, Xyloglucan endotransglucosylase/hydrolase, Peroxides, Glycerophosphoryl diester phosphodiesterase, S-adenosylmethionine decarboxylase proenzyme, Dehydrin family proteins, Transcription factors, Membrane Proteins, Metal binding proteins, Photosystem proteins, Transporter and Transferase associated in different metabolic pathways. Finally, the differences of transcriptional responses in the soil-grown root of T. aestivum cv. and in-vitro grown model plants under nutrients deficiency were summarized. Frontiers Media S.A. 2017-06-22 /pmc/articles/PMC5479913/ /pubmed/28690617 http://dx.doi.org/10.3389/fpls.2017.01025 Text en Copyright © 2017 Gupta, Yadav, Raj, Freilich and Varadwaj. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Gupta, Saurabh Yadav, Brijesh S. Raj, Utkarsh Freilich, Shiri Varadwaj, Pritish K. Transcriptomic Analysis of Soil Grown T. aestivum cv. Root to Reveal the Changes in Expression of Genes in Response to Multiple Nutrients Deficiency |
title | Transcriptomic Analysis of Soil Grown T. aestivum cv. Root to Reveal the Changes in Expression of Genes in Response to Multiple Nutrients Deficiency |
title_full | Transcriptomic Analysis of Soil Grown T. aestivum cv. Root to Reveal the Changes in Expression of Genes in Response to Multiple Nutrients Deficiency |
title_fullStr | Transcriptomic Analysis of Soil Grown T. aestivum cv. Root to Reveal the Changes in Expression of Genes in Response to Multiple Nutrients Deficiency |
title_full_unstemmed | Transcriptomic Analysis of Soil Grown T. aestivum cv. Root to Reveal the Changes in Expression of Genes in Response to Multiple Nutrients Deficiency |
title_short | Transcriptomic Analysis of Soil Grown T. aestivum cv. Root to Reveal the Changes in Expression of Genes in Response to Multiple Nutrients Deficiency |
title_sort | transcriptomic analysis of soil grown t. aestivum cv. root to reveal the changes in expression of genes in response to multiple nutrients deficiency |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5479913/ https://www.ncbi.nlm.nih.gov/pubmed/28690617 http://dx.doi.org/10.3389/fpls.2017.01025 |
work_keys_str_mv | AT guptasaurabh transcriptomicanalysisofsoilgrowntaestivumcvroottorevealthechangesinexpressionofgenesinresponsetomultiplenutrientsdeficiency AT yadavbrijeshs transcriptomicanalysisofsoilgrowntaestivumcvroottorevealthechangesinexpressionofgenesinresponsetomultiplenutrientsdeficiency AT rajutkarsh transcriptomicanalysisofsoilgrowntaestivumcvroottorevealthechangesinexpressionofgenesinresponsetomultiplenutrientsdeficiency AT freilichshiri transcriptomicanalysisofsoilgrowntaestivumcvroottorevealthechangesinexpressionofgenesinresponsetomultiplenutrientsdeficiency AT varadwajpritishk transcriptomicanalysisofsoilgrowntaestivumcvroottorevealthechangesinexpressionofgenesinresponsetomultiplenutrientsdeficiency |