Metabolome and Transcriptome Association Analysis Reveals Dynamic Regulation of Purine Metabolism and Flavonoid Synthesis in Transdifferentiation during Somatic Embryogenesis in Cotton

Plant regeneration via somatic embryogenesis (SE) is a key step during genetic engineering. In the current study, integrated widely targeted metabolomics and RNA sequencing were performed to investigate the dynamic metabolic and transcriptional profiling of cotton SE. Our data revealed that a total...

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Main Authors: Huihui Guo, Haixia Guo, Li Zhang, Zhengmin Tang, Xiaoman Yu, Jianfei Wu, Fanchang Zeng
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/20/9/2070
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spelling doaj-6526caf8c1934443bb4c15836f9477302020-11-25T02:12:17ZengMDPI AGInternational Journal of Molecular Sciences1422-00672019-04-01209207010.3390/ijms20092070ijms20092070Metabolome and Transcriptome Association Analysis Reveals Dynamic Regulation of Purine Metabolism and Flavonoid Synthesis in Transdifferentiation during Somatic Embryogenesis in CottonHuihui Guo0Haixia Guo1Li Zhang2Zhengmin Tang3Xiaoman Yu4Jianfei Wu5Fanchang Zeng6State Key Laboratory of Crop Biology, College of Horticulture Science and Engineering, Shandong Agricultural University, Tai’an 271018, ChinaState Key Laboratory of Crop Biology, College of Agronomy, Shandong Agricultural University, Tai’an 271018, ChinaState Key Laboratory of Crop Biology, College of Agronomy, Shandong Agricultural University, Tai’an 271018, ChinaState Key Laboratory of Crop Biology, College of Agronomy, Shandong Agricultural University, Tai’an 271018, ChinaState Key Laboratory of Crop Biology, College of Agronomy, Shandong Agricultural University, Tai’an 271018, ChinaState Key Laboratory of Crop Biology, College of Agronomy, Shandong Agricultural University, Tai’an 271018, ChinaState Key Laboratory of Crop Biology, College of Agronomy, Shandong Agricultural University, Tai’an 271018, ChinaPlant regeneration via somatic embryogenesis (SE) is a key step during genetic engineering. In the current study, integrated widely targeted metabolomics and RNA sequencing were performed to investigate the dynamic metabolic and transcriptional profiling of cotton SE. Our data revealed that a total of 581 metabolites were present in nonembryogenic staged calli (NEC), primary embryogenic calli (PEC), and initiation staged globular embryos (GE). Of the differentially accumulated metabolites (DAMs), nucleotides, and lipids were specifically accumulated during embryogenic differentiation, whereas flavones and hydroxycinnamoyl derivatives were accumulated during somatic embryo development. Additionally, metabolites related to purine metabolism were significantly enriched in PEC vs. NEC, whereas in GE vs. PEC, DAMs were remarkably associated with flavonoid biosynthesis. An association analysis of the metabolome and transcriptome data indicated that purine metabolism and flavonoid biosynthesis were co-mapped based on the Kyoto encyclopedia of genes and genomes (KEGG) database. Moreover, purine metabolism-related genes associated with signal recognition, transcription, stress, and lipid binding were significantly upregulated. Moreover, several classic somatic embryogenesis (SE) genes were highly correlated with their corresponding metabolites that were involved in purine metabolism and flavonoid biosynthesis. The current study identified a series of potential metabolites and corresponding genes responsible for SE transdifferentiation, which provides a valuable foundation for a deeper understanding of the regulatory mechanisms underlying cell totipotency at the molecular and biochemical levels.https://www.mdpi.com/1422-0067/20/9/2070cottonsomatic embryogenesistransdifferentiationwidely targeted metabolomicspurine metabolismflavonoid biosynthesismolecular and biochemical basistranscript-metabolite network
collection DOAJ
language English
format Article
sources DOAJ
author Huihui Guo
Haixia Guo
Li Zhang
Zhengmin Tang
Xiaoman Yu
Jianfei Wu
Fanchang Zeng
spellingShingle Huihui Guo
Haixia Guo
Li Zhang
Zhengmin Tang
Xiaoman Yu
Jianfei Wu
Fanchang Zeng
Metabolome and Transcriptome Association Analysis Reveals Dynamic Regulation of Purine Metabolism and Flavonoid Synthesis in Transdifferentiation during Somatic Embryogenesis in Cotton
International Journal of Molecular Sciences
cotton
somatic embryogenesis
transdifferentiation
widely targeted metabolomics
purine metabolism
flavonoid biosynthesis
molecular and biochemical basis
transcript-metabolite network
author_facet Huihui Guo
Haixia Guo
Li Zhang
Zhengmin Tang
Xiaoman Yu
Jianfei Wu
Fanchang Zeng
author_sort Huihui Guo
title Metabolome and Transcriptome Association Analysis Reveals Dynamic Regulation of Purine Metabolism and Flavonoid Synthesis in Transdifferentiation during Somatic Embryogenesis in Cotton
title_short Metabolome and Transcriptome Association Analysis Reveals Dynamic Regulation of Purine Metabolism and Flavonoid Synthesis in Transdifferentiation during Somatic Embryogenesis in Cotton
title_full Metabolome and Transcriptome Association Analysis Reveals Dynamic Regulation of Purine Metabolism and Flavonoid Synthesis in Transdifferentiation during Somatic Embryogenesis in Cotton
title_fullStr Metabolome and Transcriptome Association Analysis Reveals Dynamic Regulation of Purine Metabolism and Flavonoid Synthesis in Transdifferentiation during Somatic Embryogenesis in Cotton
title_full_unstemmed Metabolome and Transcriptome Association Analysis Reveals Dynamic Regulation of Purine Metabolism and Flavonoid Synthesis in Transdifferentiation during Somatic Embryogenesis in Cotton
title_sort metabolome and transcriptome association analysis reveals dynamic regulation of purine metabolism and flavonoid synthesis in transdifferentiation during somatic embryogenesis in cotton
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1422-0067
publishDate 2019-04-01
description Plant regeneration via somatic embryogenesis (SE) is a key step during genetic engineering. In the current study, integrated widely targeted metabolomics and RNA sequencing were performed to investigate the dynamic metabolic and transcriptional profiling of cotton SE. Our data revealed that a total of 581 metabolites were present in nonembryogenic staged calli (NEC), primary embryogenic calli (PEC), and initiation staged globular embryos (GE). Of the differentially accumulated metabolites (DAMs), nucleotides, and lipids were specifically accumulated during embryogenic differentiation, whereas flavones and hydroxycinnamoyl derivatives were accumulated during somatic embryo development. Additionally, metabolites related to purine metabolism were significantly enriched in PEC vs. NEC, whereas in GE vs. PEC, DAMs were remarkably associated with flavonoid biosynthesis. An association analysis of the metabolome and transcriptome data indicated that purine metabolism and flavonoid biosynthesis were co-mapped based on the Kyoto encyclopedia of genes and genomes (KEGG) database. Moreover, purine metabolism-related genes associated with signal recognition, transcription, stress, and lipid binding were significantly upregulated. Moreover, several classic somatic embryogenesis (SE) genes were highly correlated with their corresponding metabolites that were involved in purine metabolism and flavonoid biosynthesis. The current study identified a series of potential metabolites and corresponding genes responsible for SE transdifferentiation, which provides a valuable foundation for a deeper understanding of the regulatory mechanisms underlying cell totipotency at the molecular and biochemical levels.
topic cotton
somatic embryogenesis
transdifferentiation
widely targeted metabolomics
purine metabolism
flavonoid biosynthesis
molecular and biochemical basis
transcript-metabolite network
url https://www.mdpi.com/1422-0067/20/9/2070
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AT lizhang metabolomeandtranscriptomeassociationanalysisrevealsdynamicregulationofpurinemetabolismandflavonoidsynthesisintransdifferentiationduringsomaticembryogenesisincotton
AT zhengmintang metabolomeandtranscriptomeassociationanalysisrevealsdynamicregulationofpurinemetabolismandflavonoidsynthesisintransdifferentiationduringsomaticembryogenesisincotton
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AT jianfeiwu metabolomeandtranscriptomeassociationanalysisrevealsdynamicregulationofpurinemetabolismandflavonoidsynthesisintransdifferentiationduringsomaticembryogenesisincotton
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