Evidence map›Paper›PMID 41491680›Full record

ArticleBMC plant biology2026

Integrative transcriptome-metabolome dissection of the molecular basis of lodging resistance in oat (Avena sativa L.) basal internodes.

Yanming Ma, Ming Nan, Guiqin Zhao, Jikuan Chai, Gengmei Min

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Article in BMC plant biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

5 authors.

Yanming Ma *Pratacultural College, Gansu Agricultural University, No. 1, Anning District, Lanzhou, Gansu Province, 730070, China.
Ming Nan *Institute of Crop Sciences Gansu Academy of Agricultural Sciences, Lanzhou, 730070, China.
Guiqin ZhaoPratacultural College, Gansu Agricultural University, No. 1, Anning District, Lanzhou, Gansu Province, 730070, China. zhaogq@gsau.edu.cn.
Jikuan ChaiPratacultural College, Gansu Agricultural University, No. 1, Anning District, Lanzhou, Gansu Province, 730070, China.
Gengmei MinInstitute of Crop Sciences Gansu Academy of Agricultural Sciences, Lanzhou, 730070, China.

Funding

China Agriculture Research System CARS-7-C1Gansu Academy of Agricultural Sciences Talent Introduction Project 2023GAAS44National Center of Pratacultural Technology Innovation (under preparation) CCPTZX2023B05National Major Agricultural Science and Technology Project NK20220402
6 · The paper itself

Abstract

backgroundOat (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.

resultsIn 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.

conclusionsOur 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.

Indexed as

AvenaMetabolomeTranscriptomeCelluloseGene Expression Regulation, PlantLigninPlant StemsCelluloseLigninBasal second internodeCelluloseGene expressionLigninMetabolomicTranscriptomic

Identifiers

PMID41491680
PMCPMC12870752

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