ArticleBMC genomics2025
Integrated transcriptomic and metabolomic analysis unveils heat-tolerance-associated flavonoid metabolites and genes in the rice rel1-D mutant.
Article in BMC genomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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Who cites it
4 citing papers in PubMed.
- Comparative metabolomic profiling reveals salinity tolerance mechanisms in a rice introgression line.Metabolomics : Official journal of the Metabolomic Society · 2026Article
- Integrative Analysis of Transcriptome and Metabolome Reveals Regulatory Networks Associated with Flavonoids in Leaves ofPlants (Basel, Switzerland) · 2026Article
- Adaptive Mechanisms of White-Flowered Alfalfa (Biology · 2026Article
- A review of flavonoids at the crossroads of plant defense: integrating biotic and abiotic stress tolerance through AI- and CRISPR/Cas-guided metabolic reprogramming.Frontiers in plant science · 2026Review
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10 authors.
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Abstract
backgroundPlants have evolved the ability to produce specialized metabolites as a defense mechanism against biotic and abiotic stressors, with flavonoid-mediated defense responses playing a crucial role in this process. Diverse flavonoids are present in various rice-grown resources, and they confer tolerance to different environmental conditions, including high temperature stress. Elucidating the differences in these flavonoids is essential for breeding improved rice varieties with enhanced tolerance to adverse environments. In a previous study, we isolated a dominant rice mutant generated by T-DNA insertion and christened it rolled and erect leaf 1 (hereafter rel1-D), initially identified for its enhanced tolerance to drought stress and its involvement in the regulation of leaf rolling and erectness. In this study, we utilized ZH11 and the rel1-D mutant as experimental materials to compare the expression profiles of genes and metabolites involved in the flavonoid pathway and high-temperature tolerance.
resultIn our previous study, we generated a dominant mutant rel1-D in the ZH11 rice background via T-DNA insertion. Upon exposure to high-temperature stress followed by a recovery period, we observed that all ZH11 plants succumbed to the stress, whereas nearly 50% of the rel1-D mutants survived. Comprehensive transcriptomic and metabolomic analyses revealed 1,184 differentially expressed genes (DEGs) and 126 differentially abundant metabolites (DAMs) between the two genotypes. Notably, the majority of these differentially expressed genes and metabolites were enriched in the phenylalanine and flavonoid biosynthetic pathways in the rel1-D mutant. Specifically, the expression levels of key genes involved in flavonoid biosynthesis, including OsCHI, OsF3H, OsFLS, OsCHS, OsPAL, and Os4CL, were significantly upregulated in rel1-D, resulting in elevated levels of flavonoid compounds. Furthermore, we constructed a correlation network integrating phenotypic traits with the identified genes and metabolites. Our analysis indicated that the metabolism of flavonoids and phenolic compounds in leaves was positively correlated, whereas both were negatively correlated with yield-related traits.
conclusionPotential genes regulated by ROLLED AND ERECT LEAF1 (REL1) and flavonoid metabolites were identified. REL1 may affect the accumulation of flavonoid metabolites by regulating the expression of key genes in the flavonoid biosynthesis pathway to influence the heat tolerance of rice.
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