Related Experiment Video
Updated: Feb 7, 2026

The Terroir Concept Interpreted through Grape Berry Metabolomics and Transcriptomics
Published on: October 5, 2016
Integrated Metabolomic and Transcriptomic Analysis Reveals Mechanisms Underlying Increased Nitrogen and Protein
Cang Tian1,2, Qi Guo1,2, Meiling Hu1,2
1Root Biology Center, College of Natural Resources and Environment, South China Agricultural University, Guangzhou 510642, P. R. China.
None:
Phosphorus (P) deficiency reduces the crop yield, yet its impact on legume seed quality remains unclear. Herein, we found that phosphate (Pi) starvation led to a significant decrease in soybean (Glycine max) yield. However, seed nitrogen, protein, and amino acid concentrations were significantly increased by Pi starvation. Combined with ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) and RNA sequencing analyses of developing seeds, a total of 522 differentially accumulated metabolites (DAMs) were identified, particularly increased accumulations of amino acids, such as l-arginine and l-glutamine. Meanwhile, a total of 3793 differentially expressed genes (DEGs) were detected, with 1764 upregulated and 2029 downregulated by Pi starvation. Notably, the integration of metabolomic and transcriptomic analyses revealed a tight connection between DEGs and DAMs in developing seeds, especially for nitrogen translocation and assimilation. Collectively, this study highlights the complex and distinct responses of young soybean seeds to P deficiency, which provides candidate genes for improving the soybean seed protein concentration.
Related Concept Videos
Chirality at Nitrogen, Phosphorus, and Sulfur
A consequence of chirality is the need for enantiomeric resolution. While this is theoretically possible for all...
The Integrated Rate Law: The Dependence of Concentration on Time
The Nitrogen Cycle
Mechanical Protein Functions
The Phosphorus Cycle
Mechanical Protein Function

