Exogenous abscisic acid enhances foxtail millet grain weight under drought stress: Insights from integrative transcriptomics and weighted gene co‐expression network analysis

BACKGROUND: , designated as T1-T4). The grain filling rate and grain weight were measured, and transcriptome sequencing and weighted gene co-expression network analysis (WGCNA) were performed at three stages to select candidate genes regulating grain weight. RESULTS: The grain weight exhibited an S-shaped growth pattern during the grain-filling period. Compared with CK, drought stress significantly reduced the grain-filling rate and grain weight, decreasing yield by 12.45% to 23.84%. Exogenous ABA application, especially the T3 treatment, significantly increased the grain-filling rate, extended the grain-filling duration, and enhanced grain weight, thereby mitigating drought-induced yield loss. Transcriptome sequencing generated 290.19 Gb of clean data and 23,247 differentially expressed genes (DEGs) with the highest number of DEGs in the T3 versus T1 comparison at 30 days after flowering. Subsequently, WGCNA identified ten co-expression modules, with the blue and magenta modules showing the strongest positive correlation with grain weight. Moreover, eight transcription factors (TFs) genes were identified as potential regulators of grain development under drought stress and ABA treatments. CONCLUSION: effectively increased the grain-filling rate and grain weight and stabilized yield under drought stress. This improvement was associated with the activation of starch and sucrose metabolism and hormone signaling pathways, potentially coordinated by key TFs including the B3, NAC, and WOX families. © 2026 Society of Chemical Industry.

Authors

Institutions

Publication Details

Journal
Journal of the Science of Food and Agriculture
Published
2026-05-08
DOI
https://doi.org/10.1002/jsfa.70704
Primary Topic
Plant Stress Responses and Tolerance
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Exogenous abscisic acid enhances foxtail millet grain weight under drought stress: Insights from integrative transcriptomics and weighted gene co‐expression network analysis

Shuqing Guo, Hui Li, Suiqi Zhang, Jiakun Yan et al.
Journal of the Science of Food and Agriculture
Plant Stress Responses and Tolerance
article

Exogenous abscisic acid enhances foxtail millet grain weight under drought stress: Insights from integrative transcriptomics and weighted gene co‐expression network analysis

Shuqing Guo, Hui Li, Suiqi Zhang, Jiakun Yan, Yuehua Chen, Fei Han, Lina Yin
article en

Abstract

BACKGROUND: , designated as T1-T4). The grain filling rate and grain weight were measured, and transcriptome sequencing and weighted gene co-expression network analysis (WGCNA) were performed at three stages to select candidate genes regulating grain weight. RESULTS: The grain weight exhibited an S-shaped growth pattern during the grain-filling period. Compared with CK, drought stress significantly reduced the grain-filling rate and grain weight, decreasing yield by 12.45% to 23.84%. Exogenous ABA application, especially the T3 treatment, significantly increased the grain-filling rate, extended the grain-filling duration, and enhanced grain weight, thereby mitigating drought-induced yield loss. Transcriptome sequencing generated 290.19 Gb of clean data and 23,247 differentially expressed genes (DEGs) with the highest number of DEGs in the T3 versus T1 comparison at 30 days after flowering. Subsequently, WGCNA identified ten co-expression modules, with the blue and magenta modules showing the strongest positive correlation with grain weight. Moreover, eight transcription factors (TFs) genes were identified as potential regulators of grain development under drought stress and ABA treatments. CONCLUSION: effectively increased the grain-filling rate and grain weight and stabilized yield under drought stress. This improvement was associated with the activation of starch and sucrose metabolism and hormone signaling pathways, potentially coordinated by key TFs including the B3, NAC, and WOX families. © 2026 Society of Chemical Industry.

Journal of the Science of Food and Agriculture
The University of Western Australia (AU), Institute of Soil and Water Conservation (CN), Yulin University (CN), University of Chinese Academy of Sciences (CN), Shandong Agricultural University (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 6%
Plant Stress Responses and Tolerance
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.