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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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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