Transcriptomic and metabolomic unraveling of nitrogen use efficiency in sorghum: the quest for molecular adaptations to low-nitrogen stress

Sorghum (Sorghum bicolor L. Moench), renowned for its resilience in marginal environments, frequently encounters productivity limitations due to insufficient nitrogen (N) availability. This investigation employed transcriptomic and metabolomic approaches to elucidate the mechanisms underlying nitrogen use efficiency (NUE) in two sorghum genotypes, 398B and CS3541, exhibiting contrasting NUE responses to low-N stress. N deficiency significantly diminished plant height, root dry weight, and leaf dry weight in both genotypes, while markedly increasing root length. Notably, 398B demonstrated a pronounced increase in root length and exhibited higher nitrogen uptake efficiency (NUpE) and utilization efficiency (NUtE) compared to CS3541. Transcriptomic analyses revealed that starch and sucrose metabolism, as well as phenylpropanoid biosynthesis pathways, were significantly enriched in both genotypes, indicative of enhanced carbon (C) and N metabolism. Notably, two low-affinity nitrate transporter genes (Sobic.001G302800.v3.2, NRT1/PTR6.3 and Sobic.004G193000.v3.2, NRT1/PTR6.4) were upregulated in 398B roots under N deficiency, suggesting a crucial role in facilitating N uptake. Metabolomic profiling of sorghum leaves under low-N conditions highlighted an accumulation of phenolic acids, flavonoids, flavanols, and saccharides in 398B, suggesting improved N utilization and assimilation. Overall, integrated transcriptome and metabolome analyses identified key genes and metabolites associated with NUE. Our findings provide novel insights into the genetic and molecular basis of NUE in sorghum, particularly emphasizing the role of root structural adaptations and the regulation of specific transporter genes in enhancing NUpE. Additionally, our study underscored the importance of metabolic adjustments in leaves for improving NUtE. These results contribute to the development of sorghum genotypes with enhanced NUE, offering the potential for sustainable agricultural practices in low-N environments.

Authors

Institutions

Publication Details

Journal
Plant Growth Regulation
Published
2025-02-20
DOI
https://doi.org/10.1007/s10725-025-01296-5
Citations
3
Primary Topic
Plant nutrient uptake and metabolism
Type
article
Field-Weighted Citation Impact
5.25

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Transcriptomic and metabolomic unraveling of nitrogen use efficiency in sorghum: the quest for molecular adaptations to low-nitrogen stress

Chunjuan Liu, Chang Liu, Lei Han, Yufei Zhou et al.
3 citations
Plant Growth Regulation
Plant nutrient uptake and metabolism
5.25
article

Transcriptomic and metabolomic unraveling of nitrogen use efficiency in sorghum: the quest for molecular adaptations to low-nitrogen stress

Chunjuan Liu, Chang Liu, Lei Han, Yufei Zhou, Xiaolong Shi, Wendong Gu, Yihao Feng
article en
3 citations

Abstract

Sorghum (Sorghum bicolor L. Moench), renowned for its resilience in marginal environments, frequently encounters productivity limitations due to insufficient nitrogen (N) availability. This investigation employed transcriptomic and metabolomic approaches to elucidate the mechanisms underlying nitrogen use efficiency (NUE) in two sorghum genotypes, 398B and CS3541, exhibiting contrasting NUE responses to low-N stress. N deficiency significantly diminished plant height, root dry weight, and leaf dry weight in both genotypes, while markedly increasing root length. Notably, 398B demonstrated a pronounced increase in root length and exhibited higher nitrogen uptake efficiency (NUpE) and utilization efficiency (NUtE) compared to CS3541. Transcriptomic analyses revealed that starch and sucrose metabolism, as well as phenylpropanoid biosynthesis pathways, were significantly enriched in both genotypes, indicative of enhanced carbon (C) and N metabolism. Notably, two low-affinity nitrate transporter genes (Sobic.001G302800.v3.2, NRT1/PTR6.3 and Sobic.004G193000.v3.2, NRT1/PTR6.4) were upregulated in 398B roots under N deficiency, suggesting a crucial role in facilitating N uptake. Metabolomic profiling of sorghum leaves under low-N conditions highlighted an accumulation of phenolic acids, flavonoids, flavanols, and saccharides in 398B, suggesting improved N utilization and assimilation. Overall, integrated transcriptome and metabolome analyses identified key genes and metabolites associated with NUE. Our findings provide novel insights into the genetic and molecular basis of NUE in sorghum, particularly emphasizing the role of root structural adaptations and the regulation of specific transporter genes in enhancing NUpE. Additionally, our study underscored the importance of metabolic adjustments in leaves for improving NUtE. These results contribute to the development of sorghum genotypes with enhanced NUE, offering the potential for sustainable agricultural practices in low-N environments.

Plant Growth RegulationVol. 105(3)
Shenyang Agricultural University (CN)
National Natural Science Foundation of China, China Postdoctoral Science Foundation, Doctoral Start-up Foundation of Liaoning Province
Zero hunger
Openalex Percentile: Top 6%
Plant nutrient uptake and metabolism
5.25
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.