Comparative analysis based on transcriptomics and metabolomics data reveal differences between emmer and durum wheat in response to nitrogen starvation
R. Beleggia, N. Omranian, Y. Holtz, T. Gioia, F. Fiorani, F. Nigro, N. Pecchioni, P. De Vita, U. Schurr, J. David, Z. Nikoloski, R. Papa
Abstract
Mounting evidence indicates the key role of Nitrogen (N) on diverse processes in plant, including not only yield but also development and defense. Using a combined transcriptomics and metabolomics approach, we studied the response of seedlings to N starvation of two different tetraploid wheat genotypes from the two main domesticated subspecies, emmer (Triticum turgidum ssp. dicoccum) and durum wheat (Triticum turgidum ssp. durum). We found that durum wheat exhibits broader and stronger response in comparison to emmer as evidenced by the analysis of the differential expression pattern of both genes and metabolites and gene enrichment analysis. Emmer and durum wheat showed major differences in the responses to N starvation for transcription factor families. While emmer showed differential reduction in the levels of primary metabolites to N starvation, durum wheat exhibited increased levels of most metabolites, including GABA as an indicator of metabolic imbalance. The correlation-based networks including the differentially expressed genes and metabolites revealed tighter regulation of metabolism in durum wheat in comparison to emmer, as evidenced by the larger number of significant correlations. We also found that glutamate and GABA had highest values of centrality in the metabolic correlation network, suggesting their critical role in the genotype-specific response to N starvation of emmer and durum wheat, respectively. Moreover, this finding indicates that there might be contrasting strategies associated to GABA and Glutamate signaling modulating shoot vs root growth in the two different wheat subspecies.
02 /Specification & Classification
Click any tag to browse matching papersReproducibility 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
- Transcriptional dynamics of bread wheat in response to nitrate and phosphate supply reveal functional divergence of genetic factors involved in nitrate and phosphate signaling
I. Dissanayake, J. Rodriguez-Medina, … M. Tanurdzic·bioRxiv·Feb 15, 2019
- Integrative analysis of hexaploid wheat roots identifies signature components during iron starvation
G. Kaur, V. Shukla, … A. K. Pandey·bioRxiv·Jul 25, 2019
- Elucidating the systemic response of wheat plants under waterlogging based on transcriptomic and metabolic approaches
G. A. Cid, D. Francioli, … M.-R. Hajirezaei·bioRxiv·Aug 3, 2022
- Wheat NAM genes regulate the majority of early monocarpic senescence transcriptional changes including nitrogen remobilisation genes
T. Andleeb, P. Borrill·bioRxiv·Jul 5, 2022
- Transcriptomic Response to Nitrogen Availability Highlights Signatures of Adaptive Plasticity During Tetraploid Wheat Domestication
Alice Pieri, Romina Beleggia, … Roberto Papa·bioRxiv·Aug 31, 2023
- Effects of Drought, Followed by Waterlogging, on Biomass, Leaf Physiology and Chemistry of Wheat Partly Depend on Fertilisation
Rabea Schweiger, Caroline Müller·bioRxiv·Oct 1, 2026