Genome-Wide Identification of MicroRNAs in Response to Cadmium Stress in Oilseed Rape (Brassica napus L.) Using High-Throughput Sequencing.
Hongju JianBo YangAoxiang ZhangJin-Qi MaYiran DingZhiyou ChenJiana LiXinfu XuLiezhao LiuPublished in: International journal of molecular sciences (2018)
MicroRNAs (miRNAs) have important roles in regulating stress-response genes in plants. However, identification of miRNAs and the corresponding target genes that are induced in response to cadmium (Cd) stress in Brassica napus remains limited. In the current study, we sequenced three small-RNA libraries from B. napus after 0 days, 1 days, and 3 days of Cd treatment. In total, 44 known miRNAs (belonging to 27 families) and 103 novel miRNAs were identified. A comprehensive analysis of miRNA expression profiles found 39 differentially expressed miRNAs between control and Cd-treated plants; 13 differentially expressed miRNAs were confirmed by qRT-PCR. Characterization of the corresponding target genes indicated functions in processes including transcription factor regulation, biotic stress response, ion homeostasis, and secondary metabolism. Furthermore, we propose a hypothetical model of the Cd-response mechanism in B. napus. Combined with qRT-PCR confirmation, our data suggested that miRNAs were involved in the regulations of TFs, biotic stress defense, ion homeostasis and secondary metabolism synthesis to respond Cd stress in B. napus.
Keyphrases
- genome wide identification
- transcription factor
- nk cells
- genome wide
- bioinformatics analysis
- genome wide analysis
- high throughput sequencing
- heavy metals
- risk assessment
- big data
- machine learning
- high glucose
- deep learning
- dna methylation
- endothelial cells
- dna binding
- smoking cessation
- newly diagnosed
- drug induced
- arabidopsis thaliana
- artificial intelligence
- replacement therapy