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Untargeted Metabolomics of Alternaria solani-Challenged Wild Tomato Species Solanum cheesmaniae Revealed Key Metabolite Biomarkers and Insight into Altered Metabolic Pathways
Untargeted metabolomics of moderately resistant wild tomato species Solanum cheesmaniae revealed an altered metabolite profile in plant leaves in response to Alternaria solani pathogen. Leaf metabolites were significantly differentiated in non-stressed versus stressed plants. The samples were discri...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10220610/ https://www.ncbi.nlm.nih.gov/pubmed/37233626 http://dx.doi.org/10.3390/metabo13050585 |
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author | Singh, Dhananjaya Pratap Bisen, Mansi Singh Prabha, Ratna Maurya, Sudarshan Yerasu, Suresh Reddy Shukla, Renu Tiwari, Jagesh Kumar Chaturvedi, Krishna Kumar Farooqi, Md. Samir Srivastava, Sudhir Rai, Anil Sarma, Birinchi Kumar Rai, Nagendra Singh, Prabhakar Mohan Behera, Tusar Kanti Farag, Mohamed A. |
author_facet | Singh, Dhananjaya Pratap Bisen, Mansi Singh Prabha, Ratna Maurya, Sudarshan Yerasu, Suresh Reddy Shukla, Renu Tiwari, Jagesh Kumar Chaturvedi, Krishna Kumar Farooqi, Md. Samir Srivastava, Sudhir Rai, Anil Sarma, Birinchi Kumar Rai, Nagendra Singh, Prabhakar Mohan Behera, Tusar Kanti Farag, Mohamed A. |
author_sort | Singh, Dhananjaya Pratap |
collection | PubMed |
description | Untargeted metabolomics of moderately resistant wild tomato species Solanum cheesmaniae revealed an altered metabolite profile in plant leaves in response to Alternaria solani pathogen. Leaf metabolites were significantly differentiated in non-stressed versus stressed plants. The samples were discriminated not only by the presence/absence of specific metabolites as distinguished markers of infection, but also on the basis of their relative abundance as important concluding factors. Annotation of metabolite features using the Arabidopsis thaliana (KEGG) database revealed 3371 compounds with KEGG identifiers belonging to biosynthetic pathways including secondary metabolites, cofactors, steroids, brassinosteroids, terpernoids, and fatty acids. Annotation using the Solanum lycopersicum database in PLANTCYC PMN revealed significantly upregulated (541) and downregulated (485) features distributed in metabolite classes that appeared to play a crucial role in defense, infection prevention, signaling, plant growth, and plant homeostasis to survive under stress conditions. The orthogonal partial least squares discriminant analysis (OPLS-DA), comprising a significant fold change (≥2.0) with VIP score (≥1.0), showed 34 upregulated biomarker metabolites including 5-phosphoribosylamine, kaur-16-en-18-oic acid, pantothenate, and O-acetyl-L-homoserine, along with 41 downregulated biomarkers. Downregulated metabolite biomarkers were mapped with pathways specifically known for plant defense, suggesting their prominent role in pathogen resistance. These results hold promise for identifying key biomarker metabolites that contribute to disease resistive metabolic traits/biosynthetic routes. This approach can assist in mQTL development for the stress breeding program in tomato against pathogen interactions. |
format | Online Article Text |
id | pubmed-10220610 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-102206102023-05-28 Untargeted Metabolomics of Alternaria solani-Challenged Wild Tomato Species Solanum cheesmaniae Revealed Key Metabolite Biomarkers and Insight into Altered Metabolic Pathways Singh, Dhananjaya Pratap Bisen, Mansi Singh Prabha, Ratna Maurya, Sudarshan Yerasu, Suresh Reddy Shukla, Renu Tiwari, Jagesh Kumar Chaturvedi, Krishna Kumar Farooqi, Md. Samir Srivastava, Sudhir Rai, Anil Sarma, Birinchi Kumar Rai, Nagendra Singh, Prabhakar Mohan Behera, Tusar Kanti Farag, Mohamed A. Metabolites Article Untargeted metabolomics of moderately resistant wild tomato species Solanum cheesmaniae revealed an altered metabolite profile in plant leaves in response to Alternaria solani pathogen. Leaf metabolites were significantly differentiated in non-stressed versus stressed plants. The samples were discriminated not only by the presence/absence of specific metabolites as distinguished markers of infection, but also on the basis of their relative abundance as important concluding factors. Annotation of metabolite features using the Arabidopsis thaliana (KEGG) database revealed 3371 compounds with KEGG identifiers belonging to biosynthetic pathways including secondary metabolites, cofactors, steroids, brassinosteroids, terpernoids, and fatty acids. Annotation using the Solanum lycopersicum database in PLANTCYC PMN revealed significantly upregulated (541) and downregulated (485) features distributed in metabolite classes that appeared to play a crucial role in defense, infection prevention, signaling, plant growth, and plant homeostasis to survive under stress conditions. The orthogonal partial least squares discriminant analysis (OPLS-DA), comprising a significant fold change (≥2.0) with VIP score (≥1.0), showed 34 upregulated biomarker metabolites including 5-phosphoribosylamine, kaur-16-en-18-oic acid, pantothenate, and O-acetyl-L-homoserine, along with 41 downregulated biomarkers. Downregulated metabolite biomarkers were mapped with pathways specifically known for plant defense, suggesting their prominent role in pathogen resistance. These results hold promise for identifying key biomarker metabolites that contribute to disease resistive metabolic traits/biosynthetic routes. This approach can assist in mQTL development for the stress breeding program in tomato against pathogen interactions. MDPI 2023-04-24 /pmc/articles/PMC10220610/ /pubmed/37233626 http://dx.doi.org/10.3390/metabo13050585 Text en © 2023 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 Singh, Dhananjaya Pratap Bisen, Mansi Singh Prabha, Ratna Maurya, Sudarshan Yerasu, Suresh Reddy Shukla, Renu Tiwari, Jagesh Kumar Chaturvedi, Krishna Kumar Farooqi, Md. Samir Srivastava, Sudhir Rai, Anil Sarma, Birinchi Kumar Rai, Nagendra Singh, Prabhakar Mohan Behera, Tusar Kanti Farag, Mohamed A. Untargeted Metabolomics of Alternaria solani-Challenged Wild Tomato Species Solanum cheesmaniae Revealed Key Metabolite Biomarkers and Insight into Altered Metabolic Pathways |
title | Untargeted Metabolomics of Alternaria solani-Challenged Wild Tomato Species Solanum cheesmaniae Revealed Key Metabolite Biomarkers and Insight into Altered Metabolic Pathways |
title_full | Untargeted Metabolomics of Alternaria solani-Challenged Wild Tomato Species Solanum cheesmaniae Revealed Key Metabolite Biomarkers and Insight into Altered Metabolic Pathways |
title_fullStr | Untargeted Metabolomics of Alternaria solani-Challenged Wild Tomato Species Solanum cheesmaniae Revealed Key Metabolite Biomarkers and Insight into Altered Metabolic Pathways |
title_full_unstemmed | Untargeted Metabolomics of Alternaria solani-Challenged Wild Tomato Species Solanum cheesmaniae Revealed Key Metabolite Biomarkers and Insight into Altered Metabolic Pathways |
title_short | Untargeted Metabolomics of Alternaria solani-Challenged Wild Tomato Species Solanum cheesmaniae Revealed Key Metabolite Biomarkers and Insight into Altered Metabolic Pathways |
title_sort | untargeted metabolomics of alternaria solani-challenged wild tomato species solanum cheesmaniae revealed key metabolite biomarkers and insight into altered metabolic pathways |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10220610/ https://www.ncbi.nlm.nih.gov/pubmed/37233626 http://dx.doi.org/10.3390/metabo13050585 |
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