Integrated Transcriptome and Metabolome Analysis Revealed the Molecular Mechanisms of Cold Stress in Japonica Rice at the Booting Stage

Japonica rice is susceptible to cold stress at the booting stage, yet the systematic molecular mechanisms underlying varietal disparities in cold tolerance at this stage remain poorly understood. To fill this research gap, cold-tolerant LG1934 (V3) and cold-sensitive KD8 (V6) were subjected to low-temperature treatment (15 °C) for 0 h (T1), 72 h (T3), and 120 h (T5) at the booting stage, followed by analyses of agronomic traits, antioxidant physiology, metabolome, transcriptome, and weighted gene co-expression network analysis (WGCNA). Phenotypic results showed that low temperature was the main driver of differences in panicle length, seed setting rate, and grain weight between the two varieties, with V3 exhibiting significantly stronger cold tolerance. Under cold stress, V3 maintained higher activities of superoxide dismutase (SOD), peroxidase (POD), and catalase (CAT), accompanied by lower O2− accumulation and higher contents of malondialdehyde (MDA), H2O2, and proline compared to V6. Metabolomic analysis identified 56 differential accumulated metabolites (DAMs), with amino acids and their derivatives (notably L-aspartic acid) as key contributors. RNA-seq analysis identified 472 common differentially expressed genes (DEGs) that were enriched in alanine, aspartate, and glutamate metabolism, with 20 transcription factors (TFs) from TCP, WRKY, and bHLH families screened. The WGCNA revealed nine DEM-correlated modules, with orange and pink modules positively associated with L-aspartic acid. Eleven core TFs were identified, among which OsPCF5 acted as a hub regulator that activated OsASN1 transcription to promote L-aspartate biosynthesis, enhancing ROS scavenging and cold tolerance. This study systematically demonstrated the cold tolerance molecular network in japonica rice at the booting stage, highlighting the antioxidant system and L-aspartate-mediated pathway, and the core genes provided valuable resources for cold-tolerance breeding.

Authors

Institutions

Publication Details

Journal
Agriculture
Published
2025-12-21
DOI
https://doi.org/10.3390/agriculture16010019
Primary Topic
Plant responses to water stress
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Integrated Transcriptome and Metabolome Analysis Revealed the Molecular Mechanisms of Cold Stress in Japonica Rice at the Booting Stage

Z. H. Li, Yongsheng Cai, P. Li, X. J. Zhang et al.
Agriculture
Plant responses to water stress
article

Integrated Transcriptome and Metabolome Analysis Revealed the Molecular Mechanisms of Cold Stress in Japonica Rice at the Booting Stage

Z. H. Li, Yongsheng Cai, P. Li, X. J. Zhang, Yanjiang Feng, Hu Cao, Wendong Ma, Jinjie Li, Xiao Han, Zhenhua Guo
article en

Abstract

Japonica rice is susceptible to cold stress at the booting stage, yet the systematic molecular mechanisms underlying varietal disparities in cold tolerance at this stage remain poorly understood. To fill this research gap, cold-tolerant LG1934 (V3) and cold-sensitive KD8 (V6) were subjected to low-temperature treatment (15 °C) for 0 h (T1), 72 h (T3), and 120 h (T5) at the booting stage, followed by analyses of agronomic traits, antioxidant physiology, metabolome, transcriptome, and weighted gene co-expression network analysis (WGCNA). Phenotypic results showed that low temperature was the main driver of differences in panicle length, seed setting rate, and grain weight between the two varieties, with V3 exhibiting significantly stronger cold tolerance. Under cold stress, V3 maintained higher activities of superoxide dismutase (SOD), peroxidase (POD), and catalase (CAT), accompanied by lower O2− accumulation and higher contents of malondialdehyde (MDA), H2O2, and proline compared to V6. Metabolomic analysis identified 56 differential accumulated metabolites (DAMs), with amino acids and their derivatives (notably L-aspartic acid) as key contributors. RNA-seq analysis identified 472 common differentially expressed genes (DEGs) that were enriched in alanine, aspartate, and glutamate metabolism, with 20 transcription factors (TFs) from TCP, WRKY, and bHLH families screened. The WGCNA revealed nine DEM-correlated modules, with orange and pink modules positively associated with L-aspartic acid. Eleven core TFs were identified, among which OsPCF5 acted as a hub regulator that activated OsASN1 transcription to promote L-aspartate biosynthesis, enhancing ROS scavenging and cold tolerance. This study systematically demonstrated the cold tolerance molecular network in japonica rice at the booting stage, highlighting the antioxidant system and L-aspartate-mediated pathway, and the core genes provided valuable resources for cold-tolerance breeding.

AgricultureVol. 16(1)
Rice Research Institute (CN), China Agricultural University (CN)
Openalex Percentile: Top 25%
Plant responses to water stress
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.