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Comparative Transcriptome and Widely Targeted Metabolome Analysis Reveals the Molecular Mechanism of Powdery Mildew Resistance in Tomato

Powdery mildew is a serious problem in tomato production; therefore, the PM-resistant tomato inbred line, ‘63187’, and the susceptible tomato variety, ‘Moneymaker (MM)’, were used as experimental materials for the combined analysis of transcriptome and widely targeted metabolome on tomato leaves at...

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Autores principales: Liu, Wenjuan, Wang, Xiaomin, Song, Lina, Yao, Wenkong, Guo, Meng, Cheng, Guoxin, Guo, Jia, Bai, Shengyi, Gao, Yanming, Li, Jianshe, Kang, Zhensheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10178879/
https://www.ncbi.nlm.nih.gov/pubmed/37175940
http://dx.doi.org/10.3390/ijms24098236
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author Liu, Wenjuan
Wang, Xiaomin
Song, Lina
Yao, Wenkong
Guo, Meng
Cheng, Guoxin
Guo, Jia
Bai, Shengyi
Gao, Yanming
Li, Jianshe
Kang, Zhensheng
author_facet Liu, Wenjuan
Wang, Xiaomin
Song, Lina
Yao, Wenkong
Guo, Meng
Cheng, Guoxin
Guo, Jia
Bai, Shengyi
Gao, Yanming
Li, Jianshe
Kang, Zhensheng
author_sort Liu, Wenjuan
collection PubMed
description Powdery mildew is a serious problem in tomato production; therefore, the PM-resistant tomato inbred line, ‘63187’, and the susceptible tomato variety, ‘Moneymaker (MM)’, were used as experimental materials for the combined analysis of transcriptome and widely targeted metabolome on tomato leaves at 0 h post inoculation (hpi), 12 hpi, and 48 hpi. The results indicated that 276 genes were expressed in all treatments, and the K-means cluster analysis showed that these genes were divided into eight classes in ‘63187’ and ten classes in ‘MM’. KEGG enrichment showed that amino acid metabolism, signal transduction, energy metabolism, and other secondary metabolites biosynthesis pathways were significantly enriched. Interestingly, the analysis of WRKY family transcription factors (TFs) showed that the expression of four TFs in ‘63187’ increased with no obvious change in ‘MM’; and the expression of one TF in ‘MM’ increased with no obvious change in ‘63187’. The combined analysis revealed that both phenylpropanoid biosynthesis and flavonoid biosynthesis pathways were enriched in ‘63187’ and ‘MM’. In ‘63187’, six metabolites involved in this pathway were downregulated, and four genes were highly expressed, while in ‘MM’, three metabolites were upregulated, four metabolites were downregulated, and ten genes were highly expressed. These metabolites and genes might be candidates for PM resistance or susceptibility in subsequent studies. These results provide favorable molecular information for the study of the different resistances of tomatoes to PM, and they provide a basis for the breeding of tomato varieties resistant to PM.
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spelling pubmed-101788792023-05-13 Comparative Transcriptome and Widely Targeted Metabolome Analysis Reveals the Molecular Mechanism of Powdery Mildew Resistance in Tomato Liu, Wenjuan Wang, Xiaomin Song, Lina Yao, Wenkong Guo, Meng Cheng, Guoxin Guo, Jia Bai, Shengyi Gao, Yanming Li, Jianshe Kang, Zhensheng Int J Mol Sci Article Powdery mildew is a serious problem in tomato production; therefore, the PM-resistant tomato inbred line, ‘63187’, and the susceptible tomato variety, ‘Moneymaker (MM)’, were used as experimental materials for the combined analysis of transcriptome and widely targeted metabolome on tomato leaves at 0 h post inoculation (hpi), 12 hpi, and 48 hpi. The results indicated that 276 genes were expressed in all treatments, and the K-means cluster analysis showed that these genes were divided into eight classes in ‘63187’ and ten classes in ‘MM’. KEGG enrichment showed that amino acid metabolism, signal transduction, energy metabolism, and other secondary metabolites biosynthesis pathways were significantly enriched. Interestingly, the analysis of WRKY family transcription factors (TFs) showed that the expression of four TFs in ‘63187’ increased with no obvious change in ‘MM’; and the expression of one TF in ‘MM’ increased with no obvious change in ‘63187’. The combined analysis revealed that both phenylpropanoid biosynthesis and flavonoid biosynthesis pathways were enriched in ‘63187’ and ‘MM’. In ‘63187’, six metabolites involved in this pathway were downregulated, and four genes were highly expressed, while in ‘MM’, three metabolites were upregulated, four metabolites were downregulated, and ten genes were highly expressed. These metabolites and genes might be candidates for PM resistance or susceptibility in subsequent studies. These results provide favorable molecular information for the study of the different resistances of tomatoes to PM, and they provide a basis for the breeding of tomato varieties resistant to PM. MDPI 2023-05-04 /pmc/articles/PMC10178879/ /pubmed/37175940 http://dx.doi.org/10.3390/ijms24098236 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
Liu, Wenjuan
Wang, Xiaomin
Song, Lina
Yao, Wenkong
Guo, Meng
Cheng, Guoxin
Guo, Jia
Bai, Shengyi
Gao, Yanming
Li, Jianshe
Kang, Zhensheng
Comparative Transcriptome and Widely Targeted Metabolome Analysis Reveals the Molecular Mechanism of Powdery Mildew Resistance in Tomato
title Comparative Transcriptome and Widely Targeted Metabolome Analysis Reveals the Molecular Mechanism of Powdery Mildew Resistance in Tomato
title_full Comparative Transcriptome and Widely Targeted Metabolome Analysis Reveals the Molecular Mechanism of Powdery Mildew Resistance in Tomato
title_fullStr Comparative Transcriptome and Widely Targeted Metabolome Analysis Reveals the Molecular Mechanism of Powdery Mildew Resistance in Tomato
title_full_unstemmed Comparative Transcriptome and Widely Targeted Metabolome Analysis Reveals the Molecular Mechanism of Powdery Mildew Resistance in Tomato
title_short Comparative Transcriptome and Widely Targeted Metabolome Analysis Reveals the Molecular Mechanism of Powdery Mildew Resistance in Tomato
title_sort comparative transcriptome and widely targeted metabolome analysis reveals the molecular mechanism of powdery mildew resistance in tomato
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10178879/
https://www.ncbi.nlm.nih.gov/pubmed/37175940
http://dx.doi.org/10.3390/ijms24098236
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