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Integration of GWAS and transcriptome analysis to identify temperature-dependent genes involved in germination of Brassica napus L.

ABSTRACT: Global climate changes on one aspect of extreme temperature records would suddenly reset environmental growth conditions for field-grown crops, which severely affects agronomic and commercial traits. Taking the cold-season preferable crop rapeseed Brassica napus L. for example, low-temperature shocks change endogenous regulatory networks and cause phenotypic damages during most lifespan. Here we screened out two genetic breeding elites with different temperature-dependent germination rates, core germplasms with good germination performance and genetic loci and candidate genes potentially involved in low-temperature tolerant functions for the pre-breeding purpose of cold-tolerant germination. By using the phenotype of the germination index of 273 core germplasms under normal temperature and 10 transcriptomic datasets of cold-tolerant Jia You (JY) 1621 and cold-sensitive JY1605 elite cultivars on three timepoints during germination process, we successfully identified clustered genes of early and late temperature response germination (ETRG and LTRG) genes and several cold-tolerant (CDT) and temperature-insensitive (TPI) candidate regulators. This study performed comprehensive multi-omics research on potential cold-responsive genes for the rapeseed improvement of cold tolerance germination.

ORGANISM(S): Brassica napus

PROVIDER: GSE277254 | GEO | 2024/09/21

REPOSITORIES: GEO

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Project description:Background: Rice grain production is susceptible to a changing environment that imposes both biotic and abiotic stress conditions. Cold episodes are becoming more frequent in the last years and directly affect rice yield in areas with a temperate climate. Rice is particularly susceptible to cold stress during the reproductive phase, especially in anthers during post-meiotic stages which, in turn, affect pollen production. However, a number of rice cultivars with a certain degree of tolerance to cold have been described, which may represent a good breeding resource for improvement of susceptible commercial varieties. Plants experiencing cold stress activate a molecular response in order to reprogram many metabolic pathways to face these hostile conditions. Results: Here we performed RNA-seq analysis using cold-stressed post-meiotic anther samples from a cold-tolerant, Erythroceros Hokkaido (ERY), and a cold-susceptible commercial cultivar Sant´Andrea (S.AND). Both cultivars displayed an early common molecular response to cold, although the changes in expression levels are much more drastic in the tolerant one. Comparing our datasets, obtained after one-night cold stress, with other similar genome-wide studies showed very few common deregulated genes, leading to the conclusion that molecular responses in cold-stressed anthers strongly depend on conditions and the duration of the cold treatments. Cold-tolerant ERY exhibits specific molecular responses related to ethylene metabolism, which appears to be activated after cold stress. On the other hand, S.AND cold-treated plants showed a general downregulation of photosystem I and II genes, supporting a role of photosynthesis and chloroplasts in cold responses in anthers, which has remained elusive. Conclusions: Our study revealed that a number of ethylene-related transcription factors, as putative master regulators of cold responses, were upregulated in ERY providing promising candidates to confer tolerance to susceptible cultivars. Our results also suggest that the photosynthesis machinery might be a good target to improve cold tolerance in anthers. In summary, our study provides valuable candidates for further analysis and molecular breeding for cold-tolerant rice cultivars.

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Integration of GWAS and transcriptome analysis to identify temperature-dependent genes involved in germination of Brassica napus L.

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