Dataset Information

Genome-wide association and RNA-seq analyses identify loci for pod orientation in rapeseed (Brassica napus).

ABSTRACT: Spatial distribution and orientation of pods on the main raceme (stem) and branches could affect rapeseed yield. However, genomic regions underlying the pod orientation were not described in Brassica species. Here, we determined the extent of genetic variation in pod orientation, described as the angles of pedicel on raceme (APR) and angles of the pod on pedicel (APP) among 136 rapeseed accessions grown across three environments of the upper, middle and lower Yangtze River in China. The APR ranged from 59° to 109°, while the APP varied from 142° to 178°. Statistical analysis showed that phenotypic variation was due to genotypic (G) and environmental (E) effects. Using the genome-wide association analysis (GWAS) approach, two QTLs for APR (qBnAPR.A02 and qBnAPR.C02) and two for APP (qBnAPP.A05 and qBnAPP.C05), having minor to moderate allelic effects (4.30% to 19.47%) were identified. RNA-seq analysis revealed 606 differentially expressed genes (DEGs) in two rapeseed accessions representing the extreme phenotypes for pod orientation and different alleles at the QTLs of APR. Three DEGs (BnLAZY4.A02, BnSAUR32.A02, and BnSAUR32.C02) were identified as the most likely candidates responsible for variation in pod orientation (APR). This study elucidates the genomic regions and putative candidate genes underlying pod orientation in B. napus.

SUBMITTER: Yang Y

PROVIDER: S-EPMC9880488 | biostudies-literature | 2022

REPOSITORIES: biostudies-literature

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Genome-wide association and RNA-seq analyses identify loci for pod orientation in rapeseed (<i>Brassica napus</i>).

Yang Yuting Y Wang Wenxiang W Hu Qiong Q Raman Harsh H Liu Jia J

Frontiers in plant science 20230113

Spatial distribution and orientation of pods on the main raceme (stem) and branches could affect rapeseed yield. However, genomic regions underlying the pod orientation were not described in <i>Brassica</i> species. Here, we determined the extent of genetic variation in pod orientation, described as the angles of pedicel on raceme (APR) and angles of the pod on pedicel (APP) among 136 rapeseed accessions grown across three environments of the upper, middle and lower Yangtze River in China. The A ...[more]

PMID: 36714779

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Project description:BackgroundThe zinc finger-homeodomain (ZF-HD) transcription factor family is widely involved in regulating plant growth and fruit filling, as well as responding to various abiotic stress. Rapeseed (Brassica napus L.), the second largest oil-producing crop in the world, is an annual or biennial herb of Brassica in Cruciferae. However, there is currently no systematic study on the evolutionary relationship and stress response of ZF-HD transcription factors in rapeseed.ResultsIn this study, 60 ZF-HD genes in B. napus (BnZHDs) were identified and named based on the chromosomal location. The evolutionary relationships, classifications, gene structures, motif compositions, chromosome localization, and gene replication events in these BnZHD genes were systematically analyzed. These 60 BnZHD members were divided into seven groups. According to the phylogenetic tree and repetitive events, subfamilies MIF, and V may have undergone stronger expansions during the evolutionary process. Interestingly, segmental duplications may have a more important contribution, which distinguishes them from other dicotyledon plants. To further investigate the evolutionary relationship of the ZF-HD family, we constructed eleven comparative genomic maps of homologous genes between rapeseed and different representative monocotyledonous and dicotyledonous plants. Finally, the gene expression pattern of 15 BnZHD genes from different subfamilies under different tissues, fruit developmental stages, and different abiotic stress were analyzed. The expression profile from real-time quantitative PCR analysis showed different expression patterns of BnZHD gene in B. napus. We found that certain BnZHD genes are preferentially expressed in specific tissues of B. napus, while most genes are expressed in multiple tissues. For example, BnZHD37, BnZHD53, and BnZHD55 may be sensitive to different hormones. Under different stresses, the expression of BnZHD3, BnZHD4, BnZHD7, BnZHD38, BnZD45, and BnZHD53 significantly increased in roots, stems, and leaves within 24 h. These genes may play important roles in the growth, development, and environmental adaptation of rapeseed.ConclusionsThese findings provide a basis for a comprehensive understanding of the ZF-HD family in rapeseed, which will provide information for further research on the functional characteristics of the BnZHD genes.

Project description:BackgroundThe exchangeable aluminum (Al), released from the acid soils, is another addition to the environmental stress factors in the form of Al toxicity stress. Al stress affects the normal crop development and reduces the overall yield of rapeseed (Brassica napus L.). The response mechanism of plants to Al toxicity is complicated and difficult to understand with few QTL related studies in rapeseed under Al toxicity stress.ResultUsing 200,510 SNPs developed by SLAF-seq (specific-locus amplified fragment sequencing) technology, we carried out the genome-wide association analysis (GWAS) in a population of 254 inbred lines of B. napus with large genetic variation and Al-tolerance differences. There were 43 SNPs significantly associated with eight Al-tolerance traits in the seedling stage were detected on 14 chromosomes, and 777 candidate genes were screened at the flanking 100 kb region of these SNPs. Moreover, RNA-seq detected 8291 and 5341 DEGs (the differentially expressed gene) in the Al -tolerant line (ATL) and -sensitive line (ASL), respectively. Based on integration of GWAS and RNA-seq analysis, 64 candidate genes from GWAS analysis differentially expressed at least once in 6 h vs 0 h or 24 h vs 0 h conditions in ATL or ASL. Moreover, four out of sixty-four candidate genes (BnaA03g30320D, BnaA10g11500D, BnaC03g38360D and BnaC06g30030D) were differentially expressed in both 6 h and 24 h compared to 0 h (control) conditions in both lines. The proposed model based on the candidate genes excavated in this study highlighted that Al stress disturb the oxidation-redox balance, causing abnormal synthesis and repair of cell wall and ABA signal transduction, ultimately resulting in inhibition of root elongation.ConclusionsThe integration of GWAS and transcriptome analysis provide an effective strategy to explore the SNPs and candidate genes, which has a potential to develop molecular markers for breeding Al tolerant rapeseed varieties along with theoretical basis of molecular mechanisms for Al toxicity response of Brassica napus plants.

Dataset Information

Genome-wide association and RNA-seq analyses identify loci for pod orientation in rapeseed (Brassica napus).

Publications

Genome-wide association and RNA-seq analyses identify loci for pod orientation in rapeseed (<i>Brassica napus</i>).

Similar Datasets

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