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Hui-Rong Duan

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Review Open access Sep 2026

Integrative physiological evaluation and whole-transcriptome analysis reveal non-coding RNA–associated drought responses in oat (Avena sativa L.)

Oat ( Avena sativa L.) is an important cereal crop used for both food and forage production, but its productivity is severely constrained by drought stress. Although non-coding RNAs (ncRNAs) are increasingly recognized as key regulators of plant responses to abiotic stress, the coordinated regulatory roles of long non-coding RNAs (lncRNAs), circular RNAs (circRNAs), and microRNAs (miRNAs) in oat drought adaptation remain poorly understood. In this study, four oat cultivars with contrasting drought tolerance were evaluated at the seedling stage under controlled drought conditions using 21 morphological, physiological, and photosynthetic traits. Principal component analysis (PCA) was performed to calculate a comprehensive drought resistance index ( F value), allowing an integrated assessment of drought tolerance among the cultivars. Zhongyan No.1 (Z1) exhibited the highest drought tolerance, followed by Baiyan No.7 (B7), Denmark 440 (D4), and Longyan No.3 (L3). Based on these results, leaves from Z1 plants exposed to drought for 6 days were selected for whole-transcriptome sequencing. Transcriptome analysis identified 10,446 differentially expressed mRNAs, 116 differentially expressed lncRNAs, and 13 differentially expressed miRNAs. Functional enrichment analyses revealed that these drought-responsive transcripts were significantly enriched in pathways related to photosynthetic carbon fixation, starch and sucrose metabolism, glycolysis/gluconeogenesis, and glyoxylate and dicarboxylate metabolism, suggesting extensive transcriptional reprogramming of carbon metabolism in response to drought stress. Furthermore, an lncRNA–miRNA–mRNA competing endogenous RNA (ceRNA) network was constructed, identifying a drought-responsive regulatory module centered on miR156 and comprising two lncRNAs, one miRNA, and eleven target mRNAs. By integrating physiological evaluation with whole-transcriptome profiling, this study provided a comprehensive overview of ncRNA-mediated drought responses in oat seedlings by integrating physiological evaluation with whole-transcriptome profiling. The predicted regulatory networks, particularly the miR156-centered ceRNA module, provided valuable candidate regulatory modules for future functional validation and molecular breeding aimed at improving drought tolerance in oat.

Fang Wu, Yu-Jie Li, Rui-Xin Zhang et al. · 0 citations
Open access Sep 2026

Chromosome-scale genomes and population resequencing resolve subgenome diversity and halophyte adaptation in Salicornia

Amid escalating water scarcity and groundwater depletion, halophytes such as Salicornia (Amaranthaceae) represent valuable models for extreme salt tolerance and hold promise for saltwater-based agriculture. Here, we show chromosome-scale genome assemblies for six Salicornia species, revealing four distinct subgenomes, reconciling our assemblies with two existing reference genomes (S. ramosissima UK and S. europaea China), correcting chromosome numbering and orientation. Comparative analyses across ploidy levels demonstrate genome expansion in North American lineages driven by Gypsy retrotransposons, and lineage-specific expansions of two gene families implicated in stress metabolism. Phylogenetic and population-structure analyses of a global resequencing panel of 318 accessions resolve interspecific relationships and establish curated germplasm collections for future crop breeding. Genetic analyses uncover a contrasting population-genetic signal on chromosome 6A between two species, highlighting an OSCA calcium-permeable channel gene as a candidate locus for osmotic adaptation. Together, these resources establish a genomic framework for Salicornia that supports evolutionary studies of halophyte adaptation and crop development. Salicornia is a halophytic flowering plants in the family Amaranthaceae. Here, the authors report chromosome-scale genome assemblies for six Salicornia species and reveal subgenome diversity, species boundaries and signatures of halophyte adaptation.

Yun-Chuan Wang, Laxman Adhikari, Lina María Cáceres Leal et al. · 0 citations

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