Metabolome and Whole-Transcriptome Analyses Reveal the Molecular Mechanisms Underlying Hypoglycemic Nutrient Metabolites Biosynthesis in Cyclocarya paliurus Leaves During Different Harvest Stages
Open Access
- 28 February 2022
- journal article
- research article
- Published by Frontiers Media SA in Frontiers in Nutrition
- Vol. 9, 851569
Abstract
Cyclocarya paliurus, a well-known nutrient and beverage plant, is under development for use in functional health care products best and natural and organic foods. We hypothesis that the composition and metabolic accumulation of hypoglycemic nutrient metabolites exhibit significant differences depending on harvest time. Therefore, it is of great significance to establish the best harvest time for C. paliurus leaves for the further development of healthy teas and other products. However, the detail compositions and molecular mechanisms of nutrients biosynthesis in C. paliurus leaves during different harvest stages remain largely unclear. Metabolome analysis showed that a suitable leaf-harvesting strategy for C. paliurus could be in September or October each year due to the high content of hypoglycemic nutrient metabolites. We found that two of the seven differentially accumulated phenolic acid metabolites have a relatively good inhibitory effect on α-amylase, indicating that they may play a role in the hypoglycemic function. Combined analysis of coexpression, ceRNA network, and weighted gene correlation network analysis (WGCNA) showed that several genes or transcription factors (TFs) in three modules correlated highly with hypoglycemic nutrient metabolites, including CpPMM, CpMan, CpFK, CpSUS, CpbglX, Cp4CL, CpHCT, and CpWRKY1. These findings help in the understanding of the molecular mechanisms and regulatory networks of the hypoglycemic nutrient metabolites in C. paliurus leaves which are dependent on harvest time and provide theoretical guidance in the development of functional health care products and foods from C. paliurus.Keywords
This publication has 59 references indexed in Scilit:
- Integrated Effects of Light Intensity and Fertilization on Growth and Flavonoid Accumulation in Cyclocarya paliurusJournal of Agricultural and Food Chemistry, 2012
- KOBAS 2.0: a web server for annotation and identification of enriched pathways and diseasesNucleic Acids Research, 2011
- Berry Polyphenols Inhibit α-Amylase in Vitro: Identifying Active Components in Rowanberry and RaspberryJournal of Agricultural and Food Chemistry, 2011
- Signature-Discovery Approach for Sample Matching of a Nerve-Agent Precursor Using Liquid Chromatography−Mass Spectrometry, XCMS, and ChemometricsAnalytical Chemistry, 2010
- MetaboAnalyst: a web server for metabolomic data analysis and interpretationNucleic Acids Research, 2009
- Expression of sucrose synthase in the developing endosperm is essential for early seed development in cottonFunctional Plant Biology, 2008
- Analyzing real-time PCR data by the comparative CT methodNature Protocols, 2008
- Development and application of a suite of polysaccharide-degrading enzymes for analyzing plant cell wallsProceedings of the National Academy of Sciences, 2006
- microRNA-Directed Phasing during Trans-Acting siRNA Biogenesis in PlantsCell, 2005
- Prediction of Mammalian MicroRNA TargetsCell, 2003