# Transcriptome and weighted gene co-enrichment analysis revealed modules and candidate genes associated with barley response to low potassium stress

**Authors:** Kexian Zhang, Bingjie Chen, Jian Ma, Qing Lai, Deyi Hu, Yuanfeng Huo, Zhaoyong Zeng, Yinggang Xu, Yuanjie Song, Jian Zeng, Zhongwei Zhang, Haihua Xiao, Shu Yuan, Guangdeng Chen

PMC · DOI: 10.3389/fpls.2026.1779943 · Frontiers in Plant Science · 2026-03-17

## TL;DR

This study explores how barley responds to low potassium stress by analyzing gene activity and identifying key genes involved in stress response and growth.

## Contribution

The study identifies 12 pivotal genes and their roles in barley's response to potassium deficiency, including novel insights into alternative splicing under stress.

## Key findings

- Low potassium stress reduces barley growth and photosynthesis while increasing H+,K+-ATPase activity.
- Transcriptome analysis reveals genes involved in hormone signaling, defense, and metabolism under stress.
- WGCNA identifies 12 key genes, including five in the splicosome pathway, linked to stress response and plant growth.

## Abstract

Potassium deficiency is one of the key factors affecting crop yields. This study investigated the effects of low potassium stress on the growth of three barley varieties from physiological and biochemical indicators, transcriptomics and weighted gene co-enrichment analysis. Results indicate that low potassium treatment reduced potassium accumulation, plant height, root surface area, dry weight, and photosynthetic parameters in all barley varieties, thereby inhibiting barley growth. Significantly enhanced potassium transport coefficients in stems, along with increased H+,K+-ATPase activities, indicate that this enzyme plays a crucial role in alleviating potassium deficiency stress in barley. Transcriptome analysis indicates that low potassium treatment primarily affects hormone signal synthesis and transduction, antioxidant enzymes, and transcription factors. Differentially expressed genes are mainly involved in plant defense and immunity, metabolite and energy regulation, photosynthesis, carbohydrate and nitrogen metabolism, as well as hormone and developmental regulation. Through WGCNA analysis, 12 pivotal genes exhibiting strong interactions were identified in root-MEbrown, shoot-MEpink, and stem-MEturquoise. Five genes (LOC123407914, LOC123448799, tplb0006k10, NIASHv2043B04, NIASHv3101N17) belong to the same KEGG pathway: ko03040 (Splicosome), classified under the primary pathway category of Cellular Processes. These 12 genes maintain apical meristem activity and H+-K+-ATPase activity, regulate photosynthetic efficiency, maintain leaf width, ensure energy synthesis and function at the RNA helicase and nucleolar levels within the nucleus to ensure normal plant growth under low-potassium stress. Moreover, three of these genes may undergo alternative splicing events, and the effects of potassium deficiency on alternative splicing have been rarely reported. Further research on these genes may fill this gap.

## Linked entities

- **Genes:** LOC123407914 (peptidyl-prolyl cis-trans isomerase, chloroplastic) [NCBI Gene 123407914], LOC123448799 (probable pre-mRNA-splicing factor ATP-dependent RNA helicase DEAH3) [NCBI Gene 123448799]
- **Proteins:** ATP12A (ATPase H+/K+ transporting non-gastric alpha2 subunit)

## Full-text entities

- **Diseases:** Potassium deficiency (MESH:D011191)
- **Chemicals:** carbohydrate (MESH:D002241), nitrogen (MESH:D009584), potassium (MESH:D011188)

## Full text

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## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13035491/full.md

## References

129 references — full list in the complete paper: https://tomesphere.com/paper/PMC13035491/full.md

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Source: https://tomesphere.com/paper/PMC13035491