bioRxivGenomicsPreprint
Genomics of Root System Architecture Adaptation in Sorghum under Nitrogen and Phosphorus Deficiency
Joshua Magu, Joel Okoyo MasangaiD, Catherine Muui, Steven Maina RunoiD
Abstract
Plant root systems play a crucial role in water and nutrient uptake so understanding the genetic mechanisms underlying root architecture adaptation to the environment is key, particularly in non-model crops. Here, we investigate the diversity of root system architecture (RSA) in Sorghum bicolor under nitrogen (N) and phosphorus (P) deficiency. We used a globally diverse sorghum panel to identify single nucleotide polymorphisms (SNPs) associated RSA responses under N and P deficiency through a genome-wide association study (GWAS). RSA adaptation under P deficiency involved development of fine exploratory roots marked by increased total root length and fine root classes (root length diameter ranges 1 and2), coupled with reduced radial expansion. Under N deficiency, adaptation also involved suppression of root radial growth but without elongation. In both cases, reduced radial growth was marked by reduced surface area and volume, more dramatically for P than N deficiency. GWAS identified SNPs associated with these RSA adaptations, some of which were in regions encoding genes such as: ILR3-like, bHLH, and a LEUNIG homolog all with known roles in root growth regulation. These findings provide novel genetic insights into sorghum root adaptation to nutrient limitations and offer potential targets for breeding resource-efficient crop varieties. SummaryPlants absorb water and nutrients from the soil through their roots, yet for most crops, little is known about how root shape and structure adapt to stressful conditions such as poor soil fertility. In this study, we used a globally diverse collection of sorghum genotypes to investigate how sorghum roots respond to nitrogen and phosphorus deficiency. Specific genotypes showed strong root adaptations under these conditions, leading us to identify genetic factors significantly associated with these responses. Our findings improve our understanding of root adaptation to nutrient stress and highlight promising genetic targets for breeding more nutrient-efficient crops.
- assay: bulk RNA-seq
- research focus: GWAS / association mapping
- research focus: gene regulatory network inference
- research focus: differential expression
- research focus: variant effect prediction
- approach: statistical model
- Citations
- 0
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
- Identification of QTL and Underlying Genes for Root System Architecture associated with Nitrate Nutrition in Hexaploid Wheat
M. D. Griffiths, J. A. Atkinson, … D. M. Wells·bioRxiv·Nov 25, 2020
- Variation in morpho-physiological and metabolic responses to low nitrogen stress across the sorghum association panel
M. W. Grzybowski, M. Zwiener, … J. C. Schnable·bioRxiv·Jun 8, 2022
- Distinct Effects of Domestication and Improvementon Genetic Load and Nitrogen-Response Variation inSorghum
Sai Subhash Mahamkali VS, Jensina M. Davis, … Jinliang Yang·bioRxiv·Jun 23, 2026
- Systems approaches provide new insights into Arabidopsis thaliana root growth under mineral nutrient limitation
N. Bouain, A. Korte, … H. Rouached·bioRxiv·Nov 4, 2018
- Sorghum Root Epigenetic Landscape During Limiting Phosphorus Conditions
N. P. Gladman, B. Hufnagel, … D. Ware·bioRxiv·May 25, 2021
- Winter rye root growth and plasticity in response to nitrogen and phosphorus omission under field conditions.
John Kormla Nyameasem, Sabine Julia Seidel, … Ixchel M. Hernández-Ochoa·bioRxiv·Jan 22, 2025