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

cotton flavonoid biosynthesis molecular and biochemical basis purine metabolism somatic embryogenesis transcript-metabolite network transdifferentiation widely targeted metabolomics

Journal

International journal of molecular sciences
ISSN: 1422-0067
Titre abrégé: Int J Mol Sci
Pays: Switzerland
ID NLM: 101092791

Informations de publication

Date de publication:
26 Apr 2019
Historique:
received: 13 03 2019
revised: 21 04 2019
accepted: 24 04 2019
entrez: 28 4 2019
pubmed: 28 4 2019
medline: 20 8 2019
Statut: epublish

Résumé

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.

Identifiants

pubmed: 31027387
pii: ijms20092070
doi: 10.3390/ijms20092070
pmc: PMC6539419
pii:
doi:

Substances chimiques

Flavonoids 0
Purines 0

Types de publication

Journal Article

Langues

eng

Subventions

Organisme : the National Natural Science Foundation of China
ID : 31401428
Organisme : Fok Ying-Tong Foundation
ID : 151024
Organisme : Taishan Scholar Talent Project from PRC
ID : TSQN20161018

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Auteurs

Huihui Guo (H)

State Key Laboratory of Crop Biology, College of Horticulture Science and Engineering, Shandong Agricultural University, Tai'an 271018, China. hhguo@sdau.edu.cn.
State Key Laboratory of Crop Biology, College of Agronomy, Shandong Agricultural University, Tai'an 271018, China. hhguo@sdau.edu.cn.

Haixia Guo (H)

State Key Laboratory of Crop Biology, College of Agronomy, Shandong Agricultural University, Tai'an 271018, China. diya_haixiaguo@163.com.

Li Zhang (L)

State Key Laboratory of Crop Biology, College of Agronomy, Shandong Agricultural University, Tai'an 271018, China. 15610418001@163.com.

Zhengmin Tang (Z)

State Key Laboratory of Crop Biology, College of Agronomy, Shandong Agricultural University, Tai'an 271018, China. 17861500710@163.com.

Xiaoman Yu (X)

State Key Laboratory of Crop Biology, College of Agronomy, Shandong Agricultural University, Tai'an 271018, China. 15890636826@163.com.

Jianfei Wu (J)

State Key Laboratory of Crop Biology, College of Agronomy, Shandong Agricultural University, Tai'an 271018, China. jfwu@sdau.edu.cn.

Fanchang Zeng (F)

State Key Laboratory of Crop Biology, College of Agronomy, Shandong Agricultural University, Tai'an 271018, China. fczeng@sdau.edu.cn.

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Classifications MeSH