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New Insights Into Lignification via Network and Multi-Omics Analyses of Arogenate Dehydratase Knock-Out Mutants in Arabidopsis thaliana
Multiple Arabidopsis arogenate dehydratase (ADT) knock-out (KO) mutants, with phenotypes having variable lignin levels (up to circa 70% reduction), were studied to investigate how differential reductions in ADTs perturb its overall plant systems biology. Integrated “omics” analyses (metabolome, tran...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8185232/ https://www.ncbi.nlm.nih.gov/pubmed/34113365 http://dx.doi.org/10.3389/fpls.2021.664250 |
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author | Hixson, Kim K. Marques, Joaquim V. Wendler, Jason P. McDermott, Jason E. Weitz, Karl K. Clauss, Therese R. Monroe, Matthew E. Moore, Ronald J. Brown, Joseph Lipton, Mary S. Bell, Callum J. Paša-Tolić, Ljiljana Davin, Laurence B. Lewis, Norman G. |
author_facet | Hixson, Kim K. Marques, Joaquim V. Wendler, Jason P. McDermott, Jason E. Weitz, Karl K. Clauss, Therese R. Monroe, Matthew E. Moore, Ronald J. Brown, Joseph Lipton, Mary S. Bell, Callum J. Paša-Tolić, Ljiljana Davin, Laurence B. Lewis, Norman G. |
author_sort | Hixson, Kim K. |
collection | PubMed |
description | Multiple Arabidopsis arogenate dehydratase (ADT) knock-out (KO) mutants, with phenotypes having variable lignin levels (up to circa 70% reduction), were studied to investigate how differential reductions in ADTs perturb its overall plant systems biology. Integrated “omics” analyses (metabolome, transcriptome, and proteome) of wild type (WT), single and multiple ADT KO lines were conducted. Transcriptome and proteome data were collapsed into gene ortholog (GO) data, with this allowing for enzymatic reaction and metabolome cross-comparisons to uncover dominant or likely metabolic biosynthesis reactions affected. Network analysis of enzymes–highly correlated to stem lignin levels–deduced the involvement of novel putative lignin related proteins or processes. These included those associated with ribosomes, the spliceosome, mRNA transport, aminoacyl tRNA biosynthesis, and phosphorylation. While prior work helped explain lignin biosynthesis regulation at the transcriptional level, our data here provide support for a new hypothesis that there are additional post-transcriptional and translational level processes that need to be considered. These findings are anticipated to lead to development of more accurate depictions of lignin/phenylpropanoid biosynthesis models in situ, with new protein targets identified for further biochemical analysis and/or plant bioengineering. Additionally, using KEGG defined functional categorization of proteomics and transcriptomics analyses, we detected significant changes to glucosinolate, α-linolenic acid, nitrogen, carotenoid, aromatic amino acid, phenylpropanoid, and photosynthesis-related metabolic pathways in ADT KO mutants. Metabolomics results also revealed that putative carotenoid and galactolipid levels were generally increased in amount, whereas many glucosinolates and phenylpropanoids (including flavonoids and lignans) were decreased in the KO mutants. |
format | Online Article Text |
id | pubmed-8185232 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81852322021-06-09 New Insights Into Lignification via Network and Multi-Omics Analyses of Arogenate Dehydratase Knock-Out Mutants in Arabidopsis thaliana Hixson, Kim K. Marques, Joaquim V. Wendler, Jason P. McDermott, Jason E. Weitz, Karl K. Clauss, Therese R. Monroe, Matthew E. Moore, Ronald J. Brown, Joseph Lipton, Mary S. Bell, Callum J. Paša-Tolić, Ljiljana Davin, Laurence B. Lewis, Norman G. Front Plant Sci Plant Science Multiple Arabidopsis arogenate dehydratase (ADT) knock-out (KO) mutants, with phenotypes having variable lignin levels (up to circa 70% reduction), were studied to investigate how differential reductions in ADTs perturb its overall plant systems biology. Integrated “omics” analyses (metabolome, transcriptome, and proteome) of wild type (WT), single and multiple ADT KO lines were conducted. Transcriptome and proteome data were collapsed into gene ortholog (GO) data, with this allowing for enzymatic reaction and metabolome cross-comparisons to uncover dominant or likely metabolic biosynthesis reactions affected. Network analysis of enzymes–highly correlated to stem lignin levels–deduced the involvement of novel putative lignin related proteins or processes. These included those associated with ribosomes, the spliceosome, mRNA transport, aminoacyl tRNA biosynthesis, and phosphorylation. While prior work helped explain lignin biosynthesis regulation at the transcriptional level, our data here provide support for a new hypothesis that there are additional post-transcriptional and translational level processes that need to be considered. These findings are anticipated to lead to development of more accurate depictions of lignin/phenylpropanoid biosynthesis models in situ, with new protein targets identified for further biochemical analysis and/or plant bioengineering. Additionally, using KEGG defined functional categorization of proteomics and transcriptomics analyses, we detected significant changes to glucosinolate, α-linolenic acid, nitrogen, carotenoid, aromatic amino acid, phenylpropanoid, and photosynthesis-related metabolic pathways in ADT KO mutants. Metabolomics results also revealed that putative carotenoid and galactolipid levels were generally increased in amount, whereas many glucosinolates and phenylpropanoids (including flavonoids and lignans) were decreased in the KO mutants. Frontiers Media S.A. 2021-05-25 /pmc/articles/PMC8185232/ /pubmed/34113365 http://dx.doi.org/10.3389/fpls.2021.664250 Text en Copyright © 2021 Hixson, Marques, Wendler, McDermott, Weitz, Clauss, Monroe, Moore, Brown, Lipton, Bell, Paša-Tolić, Davin and Lewis. https://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) and the copyright owner(s) 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 Hixson, Kim K. Marques, Joaquim V. Wendler, Jason P. McDermott, Jason E. Weitz, Karl K. Clauss, Therese R. Monroe, Matthew E. Moore, Ronald J. Brown, Joseph Lipton, Mary S. Bell, Callum J. Paša-Tolić, Ljiljana Davin, Laurence B. Lewis, Norman G. New Insights Into Lignification via Network and Multi-Omics Analyses of Arogenate Dehydratase Knock-Out Mutants in Arabidopsis thaliana |
title | New Insights Into Lignification via Network and Multi-Omics Analyses of Arogenate Dehydratase Knock-Out Mutants in Arabidopsis thaliana |
title_full | New Insights Into Lignification via Network and Multi-Omics Analyses of Arogenate Dehydratase Knock-Out Mutants in Arabidopsis thaliana |
title_fullStr | New Insights Into Lignification via Network and Multi-Omics Analyses of Arogenate Dehydratase Knock-Out Mutants in Arabidopsis thaliana |
title_full_unstemmed | New Insights Into Lignification via Network and Multi-Omics Analyses of Arogenate Dehydratase Knock-Out Mutants in Arabidopsis thaliana |
title_short | New Insights Into Lignification via Network and Multi-Omics Analyses of Arogenate Dehydratase Knock-Out Mutants in Arabidopsis thaliana |
title_sort | new insights into lignification via network and multi-omics analyses of arogenate dehydratase knock-out mutants in arabidopsis thaliana |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8185232/ https://www.ncbi.nlm.nih.gov/pubmed/34113365 http://dx.doi.org/10.3389/fpls.2021.664250 |
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