# Integrated Physiological and Multi-Omics Analyses Reveal the Coordinated Regulation of Carbon and Nitrogen Metabolism in Rapeseed (Brassica napus L.) Tolerance to Saline-Alkaline Stress

**Authors:** Li He, Weichao Wang, Chenhao Zhang, Fenghua Zhang

PMC · DOI: 10.3390/genes17020147 · Genes · 2026-01-28

## TL;DR

This study explores how different rapeseed varieties respond to saline and alkaline stress, revealing how one variety maintains metabolic balance and defends against stress.

## Contribution

The study introduces an integrated multi-omics approach to uncover coordinated carbon and nitrogen metabolism in stress tolerance of Brassica napus.

## Key findings

- H62 rapeseed variety shows enhanced photosynthesis and carbon–nitrogen homeostasis under stress.
- Alkaline stress induces more gene expression changes than saline stress in H62.
- H62 accumulates more beneficial metabolites like amino acids and phenolic acids compared to X15.

## Abstract

Background/Objectives: Soil salinization and alkalization critically limit global agricultural production. This study aimed to investigate the differential response mechanisms of rapeseed (Brassica napus L.) varieties to saline and alkaline stresses at the seedling stage. Methods: Seedlings of a salt-tolerant variety, Huayouza 62 (H62), and a non-salt-tolerant variety, Xiangyou 15 (X15), were exposed to saline (NaCl:Na2SO4 = 1:1) and alkaline (Na2CO3:NaHCO3 = 1:1) stresses. An integrated analysis combining physiology, biochemistry, transcriptomics, and metabolomics was conducted to systematically elucidate their differential stress responses. Results: (1) H62 maintained favorable photosynthetic and carbon–nitrogen homeostasis. Notably, under saline and alkaline stresses, the activity of glutamate dehydrogenase (GDH) in H62 showed a significant increasing trend, whereas it was inhibited in X15. (2) Alkaline stress triggered more differential genes than saline stress, with H62 exhibiting broader transcriptional up-regulation in carbon–nitrogen metabolism. (3) Metabolomic profiling showed that H62 accumulated more beneficial metabolites than X15 under both stresses, such as phenolic acids, amino acids, and their derivatives. (4) In multi-omics analysis, key genes in starch–sucrose and amino acid metabolism in H62 were up-regulated to accumulate osmolytes, enabling an efficient defense network. However, X15’s responses were disordered. Conclusions: H62 leverages robust transcriptional reprogramming to coordinate carbon–nitrogen metabolism, constituting a multidimensional defense network. This study provides potential physiological indicators, candidate genes, and metabolite markers associated with short-term saline–alkaline stress responses, laying a foundation for further exploration of stress response mechanisms.

## Linked entities

- **Genes:** GLUD1 (glutamate dehydrogenase 1) [NCBI Gene 2746]
- **Chemicals:** NaCl (PubChem CID 5234), Na2SO4 (PubChem CID 24436), Na2CO3 (PubChem CID 10340), NaHCO3 (PubChem CID 516892)

## Full-text entities

- **Genes:** glucose-6-phosphate isomerase [NCBI Gene 106406319], glyceraldehyde 3-phosphate dehydrogenase [NCBI Gene 106450737], ACTIN7 [NCBI Gene 106441419], 3-isopropylmalate dehydrogenase [NCBI Gene 106398379], glutamine synthetase [NCBI Gene 106424972], beta-glucosidase [NCBI Gene 106376923]
- **Diseases:** H62 (MESH:C565719), water loss (MESH:D000069578), growth retardation (MESH:D006130), nitrogen metabolism disorders (MESH:D007222), HSS (MESH:D006210), injury to (MESH:D014947), leaf yellowing (MESH:C537729), DAMs (MESH:D012734), toxicity (MESH:D064420), weight loss (MESH:D015431)
- **Chemicals:** Pentose (MESH:D010429), ethanol (MESH:D000431), Glu (MESH:D018698), Glucosinolate (MESH:D005961), alkaloids (MESH:D000470), Ascorbate (MESH:D001205), terpenes (MESH:D013729), Nucleotide (MESH:D009711), 3-isopropylmalate (MESH:C025313), phenolic acid (MESH:C017616), 2-isopropylmalate (MESH:C005906), L-valine (MESH:D014633), water (MESH:D014867), tyrosine (MESH:D014443), leucine (MESH:D007930), Carbon (MESH:D002244), Monobactam (MESH:D008997), guanine (MESH:D006147), Coomassie Brilliant Blue G-250 (MESH:C004692), benzoxazinoid (MESH:D048588), carboxylic acid (MESH:D002264), isoleucine (MESH:D007532), Nitrogen (MESH:D009584), resorcinol (MESH:C031389), histidine (MESH:D006639), ammonium (MESH:D064751), polysaccharide (MESH:D011134), salicylic acid (MESH:D020156), ammonia (MESH:D000641), Glycerophospholipid (MESH:D020404), salt (MESH:D012492), sugar (MESH:D000073893), NaCl (MESH:D012965), methanol (MESH:D000432), L-proline (MESH:D011392), quinones (MESH:D011809), Pyruvate (MESH:D019289), methionine (MESH:D008715), polyA (MESH:D011061), reactive oxygen species (MESH:D017382), ninhydrin (MESH:D009555), flavonoid (MESH:D005419), trehalose (MESH:D014199), D-glucose (MESH:D005947), tryptophan (MESH:D014364), coumarins (MESH:D003374), flavones (MESH:D047309), Na2CO3 (MESH:C005686), Purine (MESH:C030985), cysteine (MESH:D003545), lipid (MESH:D008055), sucrose (MESH:D013395), beta-Alanine (MESH:D015091), citrate (MESH:D019343), CO2 (MESH:D002245), oil (MESH:D009821), Arginine (MESH:D001120), Phenylalanine (MESH:D010649), Starch (MESH:D013213), serine (MESH:D012694)
- **Species:** Haplochromis sp. 62 (species) [taxon 316410], Glycine max (soybean, species) [taxon 3847], Oryza sativa (Asian cultivated rice, species) [taxon 4530], Homo sapiens (human, species) [taxon 9606], Arabidopsis thaliana (mouse-ear cress, species) [taxon 3702], Brassica napus (oilseed rape, species) [taxon 3708]
- **Cell lines:** H62 — Homo sapiens (Human), Ataxia telangiectasia syndrome, Transformed cell line (CVCL_ZT65), X15 — Cricetulus griseus (Chinese hamster), Spontaneously immortalized cell line (CVCL_UU65)

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## References

74 references — full list in the complete paper: https://tomesphere.com/paper/PMC12940462/full.md

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Source: https://tomesphere.com/paper/PMC12940462