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July 13, 2026BMC Plant Biology0 citationsOpen Access

Ion-structured transcriptional network reorganization is associated with tissue-specific adaptation to saline–alkaline stress in sorghum

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SKSumin KimDJDonghyun JeonCKChangsoo Kim

Key Points

  • The aim is to characterize the transcriptional network reorganization in sorghum under saline-alkaline stress.
  • Conducted WGCNA to analyze gene co-expression patterns in response to 50 mM Na₂CO₃ after 24 and 72 h exposure.
  • Measured ionic levels and analyzed antioxidant enzyme profiles in leaf and root tissues.
  • Identified co-expression modules correlating with Na⁺ and K⁺ dynamics.
  • Na⁺ accumulation was pronounced in both leaf (event rate not specified) and root tissues, while K⁺ levels decreased significantly in roots.
  • Transcriptomic analysis showed roots had broader transcriptional reorganization compared to leaves.
  • Distinct co-expression modules were linked to Na⁺ and K⁺, with hub gene connectivity aligning with ionic traits.

Abstract

Saline–alkaline stress imposes complex ionic and high-pH constraints that disrupt cellular homeostasis and metabolic stability in crops. Here, we suggest that in Sorghum bicolor , ionic imbalance is associated with coordinated transcriptional network patterns. Integrating ion homeostasis measurements, antioxidant enzyme profiling, and weighted gene co-expression network analysis (WGCNA), we characterized tissue-specific responses to saline–alkaline stress induced by 50 mM Na₂CO₃ (pH ≥ 10.5) after 24 and 72 h of exposure. Stress induced pronounced Na⁺ accumulation in both leaf and root tissues, whereas K⁺ levels remained stable in leaves but declined markedly in roots, revealing divergent ionic regulation strategies. Transcriptomic analysis uncovered distinct temporal dynamics, with roots exhibiting broader and more sustained reorganization. WGCNA identified Na⁺- and K⁺-associated co-expression modules whose eigengene expression closely paralleled ion dynamics. In leaves, a Na⁺-correlated module enriched for endoplasmic reticulum protein folding components underwent coordinated repression. In roots, a K⁺-associated module enriched for plastid metabolism and ion transport declined in parallel with K⁺ depletion. Hub gene connectivity strongly aligned with ion traits, supporting structured and ion-associated network patterns. Together, these findings suggest that ionic imbalance is closely associated with tissue-specific stress responses and provide candidate modules and hub genes for future functional validation of saline–alkaline tolerance in sorghum.

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Cite This Study

Kim et al. (2026) studied this question.

synapsesocial.com/papers/6a54807d475c38bf615a5573https://doi.org/10.1186/s12870-026-09441-6
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