in silico PlantsSystems BiologyPeer-reviewed journal article
AraRoot - A Comprehensive Genome-Scale Metabolic Model for the Arabidopsis Root System.
Lohani Esterhuizen, Nicholas Ampimah, Marna D. Yandeau‐NelsoniD, Basil J. NikolauiD, Erin E. SparksiD, Rajib SahaiD
Abstract
Being the first plant to have its genome sequenced, Arabidopsis thaliana (Arabidopsis) is a well-established genetic model plant system. Studies on Arabidopsis have provided major insights into plants physiological and biochemical nature. Methods that allow us to computationally study the metabolism of organisms include the use of genome-scale metabolic models (GEMs). Despite its popularity, currently no GEM maps the metabolic activity in the roots of Arabidopsis, which is the organ that faces and responds to stress conditions in the soil. Weve developed a comprehensive GEM of the Arabidopsis root system - AraRoot. The final model includes 2,682 reactions, 2,748 metabolites, and 1,310 genes. Analyzing the metabolic pathways in the model identified 158 possible bottleneck genes that impact biomass production, most of which were found to be related to phosphorous-containing- and energy-related pathways. Further insights into tissue-specific metabolic reprogramming conclude that the cortex layer in the roots is likely responsible for root growth under prolonged exposure to high salt conditions, while the endodermis and epidermis are responsible for producing metabolites responsible for increased cell wall biosynthesis. The epidermis was found to have a very poor ability to regulate its metabolism during exposure to high salt concentrations. Overall, AraRoot is the first GEM that accurately captures the comprehensive biomass formation and stress responses of the tissues in the Arabidopsis root system.
- organism: Arabidopsis
- assay: DNA methylation
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 8
- FWCI
- 2.40
- Field percentile
- top 11%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A multi-organ metabolic model of tomato predicts plant responses to nutritional and genetic perturbations
Léo Gerlin, Ludovic Cottret, … Caroline Baroukh·PLANT PHYSIOLOGYPeer-reviewed·Nov 16, 2021
- Dissecting the Metabolic Reprogramming of Maize Root under Nitrogen Limiting Stress Condition
Niaz Bahar Chowdhury, Wheaton L. Schroeder, … Rajib Saha·Journal of Experimental BotanyPeer-reviewed·Sep 21, 2021
- Systems approaches provide new insights into Arabidopsis thaliana root growth under mineral nutrient limitation
N. Bouain, A. Korte, … H. Rouached·bioRxiv·Nov 4, 2018
- A Computational Framework to Study the Primary Lifecycle Metabolism of Arabidopsis thaliana
Wheaton L. Schroeder, Rajib Saha·Scientific ReportsPeer-reviewed·Jun 8, 2020
- Metabolic modeling identifies determinants of thermal growth responses in Arabidopsis thaliana
Philipp Wendering, Gregory M. Andreou, … Zoran Nikoloski·New PhytologistPeer-reviewed·Jan 24, 2025
- Tomato roots sense horizontal/vertical mechanical impedance and divergently modulate root/shoot metabolome
A. Kumari, S. Nongmaithem, … R. Sharma·bioRxiv·Feb 1, 2021