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Updated: Jan 13, 2026
Obtaining High-Quality Transcriptome Data from Cereal Seeds by a Modified Method for Gene Expression Profiling
Published on: May 21, 2020
Análisis integrador transcriptómico-metabolómico de la base molecular de la resistencia al vuelco en los entrenudos
Yanming Ma1,2, Ming Nan3, Guiqin Zhao4,5
1Pratacultural College, Gansu Agricultural University, No. 1, Anning District, Lanzhou, Gansu Province, 730070, China.
Background:
Oat (Avena sativa L.) is an important grain and feed crop, playing a significant role in agricultural production. However, lodging remains a key factor limiting oat yield and quality. Recent advances in molecular biology have shed light on the mechanisms of oat lodging resistance, particularly highlighting the critical role of lignin and cellulose content in stem strength. Nevertheless, the molecular regulatory networks governing lignin and cellulose biosynthesis in the basal second internode remain poorly understood.
Results:
In this study, we conducted a comprehensive analysis of phenotypic traits, lignin and cellulose content, and transcriptomic and metabolomic profiles in the basal second internode of two contrasting oat cultivars of lodging-resistant MY1 and lodging-susceptible DY2 during the filling, milk, and dough stages. Both MY1 and DY2 showed the highest levels of lignin and cellulose at milk stage, and MY1 maintained significantly higher lignin and cellulose content compared to DY2 at all developmental stages (P < 0.05). In addition, a total of 8,116 differentially expressed genes (DEGs) and 4,374 metabolites were identified. Our results identified six key genes involved in lignin synthesis (4CL3, CAD6, HRPA2, CCOAOMT, CCR1, PRX112) and five associated metabolites (L-phenylalanine, sinapropyl alcohol, sinapic acid, ferulic acid, coniferyl alcohol), as well as two cellulose synthesis-related genes (CESA4, CESA9) and one metabolite (uridine diphosphate glucose). These genes and metabolites were mainly highly expressed and enriched in MY1 during the milk stage, suggesting their potential role in enhancing lodging resistance.
Conclusions:
Our integrated phenotypic traits, lignin and cellulose content, and transcriptomic and metabolomic analysis provides new insights into oat lodging resistance, and the key genes and metabolites identified in this study provide direct targets for improving lodging resistance in oat breeding.
