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Series GSE199457 Query DataSets for GSE199457
Status Public on Oct 12, 2022
Title Screening of differentially expressed microRNAs and target genes in two potato varieties under nitrogen stress
Organism Solanum tuberosum
Experiment type Non-coding RNA profiling by high throughput sequencing
Summary Background: A reasonable supply of nitrogen (N) fertilizer is essential for obtaining high-quality, high-level, and stable potato yields, and an improvement in the N utilization efficiency can effectively reduce N fertilizer use. It is important to use accurate, straightforward, and efficient transgenic breeding techniques for the identification of genes that can improve nitrogen use efficiency, thus enabling us to achieve the ultimate goal of breeding N-efficient potato varieties. In recent years, some of the mechanisms of miRNAs have been elucidated via the analysis of the correlation between the expression levels of potato miRNA target genes and regulated genes under conditions of stress, but the role of miRNAs in the inhibition/expression of key genes regulating N metabolism under N stress is still unclear. Our study aimed to identify the role played by specific enzymes and miRNAs in the responses of plants to N stress.
Results: The roots and leaves of the N-efficient potato variety, Yanshu4 ("Y"), and N-inefficient potato variety, Atlantic ("D"), were collected at the seedling and budding stages after they were exposed to different N fertilizer treatments. The miRNAs expressed differentially under the two types of N stress and their corresponding target genes were first predicted using miRNA and degradome analysis. Then, quantitative polymerase chain reaction (qRT-PCR) was performed to verify the expression of differential miRNAs that were closely related to N metabolism. Finally, the shearing relationship between stu-miR396-5p and its target gene StNiR was determined by analyzing luciferase activity levels. The results showed that NiR activity increased significantly with an increase in the applied N levels from the seedling stage to the budding stage, and NiR responded significantly to different N treatments. miRNA sequencing enabled us to predict 48 families with conserved miRNAs that were mainly involved in N metabolism, carbon metabolism, and amino acid biosynthesis. The differences in the expression of the following miRNAs were identified via screening (high expression levels and P < 0.05): stu-miR396-5p, stu-miR408b-3p_R-1, stu-miR3627-3p, stu-miR482a-3p, stu-miR8036-3p, stu-miR482a-5p, stu-miR827-5p, stu-miR156a_L-1, stu-miR827-3p, stu-miR172b-5p, stu-miR6022-p3_7, stu-miR398a-5p, and stu-miR166c-5p_L-3. Degradome analysis showed that most miRNAs had many-to-many relationships with target genes. The main target genes involved in N metabolism were NiR, NiR1, NRT2.5, and NRT2.7. qRT-PCR analysis showed that there were significant differences in the expression levels of stu-miR396-5p, stu-miR8036-3p, and stu-miR482a-3p in the leaves and roots of the Yanshu4 and Atlantic varieties at the seedling and budding stages under conditions that involved no N and excessive N application; the expression of these miRNAs was induced in response to N stress. The correlation between the differential expression of stu-miR396-5p and its corresponding target gene NiR was further verified by determining the luciferase activity level and was found to be strongly negative.
Conclusion: The activity of NiR was significantly positively correlated with N application from the seedling to the budding stage. Differential miRNAs and target genes showed a many-to-many relationship with each other. The expression of stu-miR396-5p, stu-miR482a-3p, and stu-miR8036-3p in the roots and leaves of the Yanshu4 and Atlantic varieties at the seedling and budding stages was notably different under two types of N stress. Under two types of N stress, stu-miR396-5p was down-regulated in Yanshu4 in the seedling-stage and shoot-stage roots, and up-regulated in seedling-stage roots and shoot-stage leaves; stu-miR482a-3p was up-regulated in the seedling and shoot stages. The expression of stu-miR8036-3p was up-regulated in the leaves and roots at the seedling and budding stages, and down-regulated in roots under both types of N stress. The gene expressing the key enzyme involved in N metabolism, StNiR, and the stu-miR396-5p luciferase assay reporter gene had a strong regulatory relationship with each other. This study provides candidate miRNAs related to nitrogen metabolism and highlights that differential miRNAs play a key role in nitrogen stress in potato, providing insights for future research on miRNAs and their target genes in nitrogen metabolic pathways and breeding nitrogen-efficient potatoes.
 
Overall design miRNA-sequencing analysis was performed on an Illumina Hiseq 2500 (LC Sciences, USA) following the vendor's recommended protocol
 
Contributor(s) Lu Y, Han Z
Citation(s) 36207676
Submission date Mar 25, 2022
Last update date Oct 12, 2022
Contact name yue lu
E-mail(s) luyueyue9188@gmail.com
Phone 18186859188
Organization name Jilin Agricultural University
Department College of Horticulture
Street address Xincheng Street
City Changchun
State/province Jilin Province
ZIP/Postal code 130118
Country China
 
Platforms (1)
GPL22257 Illumina HiSeq 2500 (Solanum tuberosum)
Samples (48)
GSM5973525 HN_DLA1
GSM5973526 HN_DLA2
GSM5973527 HN_DLA3
Relations
BioProject PRJNA820024

Download family Format
SOFT formatted family file(s) SOFTHelp
MINiML formatted family file(s) MINiMLHelp
Series Matrix File(s) TXTHelp

Supplementary file Size Download File type/resource
GSE199457_1_miRNA.xlsx 23.2 Kb (ftp)(http) XLSX
GSE199457_2_Target_predict_annotation.xlsx 844.0 Kb (ftp)(http) XLSX
GSE199457_3_GO_miRNA_Gene.xlsx 2.4 Mb (ftp)(http) XLSX
GSE199457_3_GO_significant.xlsx 128.3 Kb (ftp)(http) XLSX
GSE199457_4_KEGG_miRNA_Gene.xlsx 378.4 Kb (ftp)(http) XLSX
GSE199457_4_KEGG_significant.xlsx 13.2 Kb (ftp)(http) XLSX
GSE199457_5_PsRobot_result.xlsx 860.3 Kb (ftp)(http) XLSX
GSE199457_All_Expressed_miRNA.xlsx 1.1 Mb (ftp)(http) XLSX
GSE199457_GO_significant.xlsx 99.0 Kb (ftp)(http) XLSX
GSE199457_KEGG_significant.xlsx 13.0 Kb (ftp)(http) XLSX
GSE199457_Table8.11_LN_YRAvsLN_YRSvsLN_DRAvsLN_DRS.xlsx 127.3 Kb (ftp)(http) XLSX
GSE199457_Table8.12_HN_YRSvsHN_YRSvsHN_DRAvsHN_DRS.xlsx 102.8 Kb (ftp)(http) XLSX
GSE199457_Table8.13_LN_YLSvsLN_DLS.xlsx 108.4 Kb (ftp)(http) XLSX
GSE199457_Table8.14_LN_YLAvsLN_DLA.xlsx 132.3 Kb (ftp)(http) XLSX
GSE199457_Table8.15_HN_YLSvsHN_DLS.xlsx 128.5 Kb (ftp)(http) XLSX
GSE199457_Table8.16_HN_YLAvsHN_DLA.xlsx 138.9 Kb (ftp)(http) XLSX
GSE199457_Table8.17_HN_DLSvsLN_DLS.xlsx 130.5 Kb (ftp)(http) XLSX
GSE199457_Table8.18_HN_DLAvsLN_DLA.xlsx 125.7 Kb (ftp)(http) XLSX
GSE199457_Table8.19_HN_YLSvsLN_YLS.xlsx 92.7 Kb (ftp)(http) XLSX
GSE199457_Table8.1_HN_YLSvsHN_DLSvsLN_YLSvsLN_DLS.xlsx 104.7 Kb (ftp)(http) XLSX
GSE199457_Table8.20_HN_YLAvsLN_YLA.xlsx 121.6 Kb (ftp)(http) XLSX
GSE199457_Table8.21_LN_DLAvsLN_DLS.xlsx 127.9 Kb (ftp)(http) XLSX
GSE199457_Table8.22_HN_DLAvsHN_DLS.xlsx 130.1 Kb (ftp)(http) XLSX
GSE199457_Table8.23_LN_YLAvsLN_YLS.xlsx 98.9 Kb (ftp)(http) XLSX
GSE199457_Table8.24_HN_YLAvsHN_YLS.xlsx 119.4 Kb (ftp)(http) XLSX
GSE199457_Table8.25_LN_YRSvsLN_DRS.xlsx 129.9 Kb (ftp)(http) XLSX
GSE199457_Table8.26_LN_YRAvsLN_DRA.xlsx 104.1 Kb (ftp)(http) XLSX
GSE199457_Table8.27_HN_YRSvsHN_DRS.xlsx 109.1 Kb (ftp)(http) XLSX
GSE199457_Table8.28_HN_YRAvsHN_DRA.xlsx 98.3 Kb (ftp)(http) XLSX
GSE199457_Table8.29_HN_DRSvsLN_DRS.xlsx 117.2 Kb (ftp)(http) XLSX
GSE199457_Table8.2_HN_YLAvsHN_DLAvsLN_YLAvsLN_DLA.xlsx 119.9 Kb (ftp)(http) XLSX
GSE199457_Table8.30_HN_DRAvsLN_DRA.xlsx 102.8 Kb (ftp)(http) XLSX
GSE199457_Table8.31_HN_YRSvsLN_YRS.xlsx 119.9 Kb (ftp)(http) XLSX
GSE199457_Table8.32_HN_YRAvsLN_YRA.xlsx 93.8 Kb (ftp)(http) XLSX
GSE199457_Table8.33_LN_DRAvsLN_DRS.xlsx 114.7 Kb (ftp)(http) XLSX
GSE199457_Table8.34_HN_DRAvsHN_DRS.xlsx 106.9 Kb (ftp)(http) XLSX
GSE199457_Table8.35_LN_YRAvsLN_YRS.xlsx 118.2 Kb (ftp)(http) XLSX
GSE199457_Table8.36_HN_YRAvsHN_YRS.xlsx 98.0 Kb (ftp)(http) XLSX
GSE199457_Table8.5_LN_YLAvsLN_YLSvsLN_DLAvsLN_DLS.xlsx 104.6 Kb (ftp)(http) XLSX
GSE199457_Table8.6_HN_YLSvsHN_YLSvsHN_DLAvsHN_DLS.xlsx 124.7 Kb (ftp)(http) XLSX
GSE199457_Table8.7_HN_YRSvsHN_DRSvsLN_YRSvsLN_DRS.xlsx 133.4 Kb (ftp)(http) XLSX
GSE199457_Table8.8_HN_YRAvsHN_DRAvsLN_YRAvsLN_DRA.xlsx 107.2 Kb (ftp)(http) XLSX
GSE199457_gene_annotation_all.xlsx 2.0 Mb (ftp)(http) XLSX
GSE199457_prediction_of_new_target_genes.xlsx 18.9 Kb (ftp)(http) XLSX
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