# Integrative 16S rRNA and transcriptome analysis reveals the molecular mechanisms underlying salt- tolerant germination in highland barley (Hordeum vulgare var. coeleste Linnaeus) seeds

**Authors:** Panrong Ren, Yan Qiao, Jie Wang

PMC · DOI: 10.3389/fpls.2025.1691647 · 2025-11-06

## TL;DR

This study identifies molecular and microbial mechanisms that help highland barley seeds tolerate high salt levels during germination.

## Contribution

The study integrates 16S rRNA and transcriptome data to reveal novel genetic and microbial factors involved in salt tolerance in highland barley.

## Key findings

- Salt-tolerant variety 37 showed 98% germination under 500 mmol/L NaCl with lower Na+ accumulation and Na+/K+ ratio.
- Endophytic bacterium Brevundimonas was more abundant in salt-tolerant seeds and correlated with higher K+ content.
- Transcriptome analysis identified 1,467 DEGs in salt-tolerant seeds, enriched in potassium homeostasis and oxidative stress response pathways.

## Abstract

Salt stress is a critical abiotic factor that impairs crop seed germination and limits agricultural productivity. Elucidating the mechanisms governing salt tolerance is essential for development of salt-tolerant crop varieties. In this investigation, 217 accessions of highland barley (Hordeum vulgare var. coeleste Linnaeus) were evaluated. Germination assays conducted under 200 mmol/L and 500 mmol/L NaCl conditions identified a salt-tolerant variety 37 and a salt-sensitive variety 44. By integrating transcriptome sequencing, 16S rRNA sequencing, and Na+/K+ content analysis, we systematically investigated the molecular mechanisms underlying salt-tolerant germination in highland barley seeds. Our findings revealed that the salt-tolerant variety 37 maintained a high germination rate of 98% under 500 mmol/L NaCl stress, with lower Na+ accumulation (4.24 g/kg) and a lower Na+/K+ ratio (2.59) compared to the salt-sensitive variety 44 (Na+ accumulation: 4.89 g/kg, Na+/K+ ratio: 3.62). Analysis of 16S rRNA sequencing data showed a significant increase in the abundance of the endophytic bacterium Brevundimonas in salt-tolerant variety 37 under high-salt conditions, which was positively correlated with K+ content. In contrast, the dominant bacterium Rhodococcus in salt-sensitive variety 44 exhibited a positive correlation with Na+ content and the Na+/K+ ratio. Transcriptome sequencing identified 1,467 and 1,644 differentially expressed genes (DEGs) in salt-tolerant variety 37 and salt-sensitive variety 44, respectively. Pathway enrichment analysis indicated that DEGs in salt-tolerant variety 37 were primarily associated with “potassium ion homeostasis” and “response to oxidative stress”. Weighted gene co-expression network analysis (WGCNA) identified 5 co-expression modules, among which the MEyellow module was correlated with Na+ content (r = 0.59). Ten core genes were identified, including WRKY transcription factor (HORVU.MOREX.r3.3HG0268090) and receptor protein kinase (RPK; HORVU.MOREX.r3.4HG0331910). A total of 174 HvRPK genes were identified, distributed across 7 chromosomes with a predominant localization on chromosome 2. These genes exhibited functional conservation and were involved in salt stress signaling pathways. Phylogenetic, collinearity, and cis-element analyses further supported their regulatory role in salt stress responses. This study clarifies the key mechanisms underlying salt-tolerant germination in highland barley seeds, providing valuable insights and genetic resources for the molecular breeding of salt-tolerant crops.

## Linked entities

- **Chemicals:** NaCl (PubChem CID 5234), Na+ (PubChem CID 923), K+ (PubChem CID 813)
- **Species:** Brevundimonas (taxon 41275), Rhodococcus (taxon 1827)

## Full-text entities

- **Chemicals:** NaCl (MESH:D012965), Na+ (MESH:D012964), Salt (MESH:D012492), K+ (MESH:D011188)
- **Species:** Brevundimonas (genus) [taxon 41275], Hordeum vulgare (barley, species) [taxon 4513], Rhodococcus (genus) [taxon 1661425]

## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12629937/full.md

---
Source: https://tomesphere.com/paper/PMC12629937