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Series GSE157033 Query DataSets for GSE157033
Status Public on Aug 29, 2020
Title RNA-seq Analysis Reveals Different Drought Tolerance Mechanisms in Two Broadly Adapted Wheat Cultivars ‘TAM 111’ and ‘TAM 112’
Organism Triticum aestivum
Experiment type Expression profiling by high throughput sequencing
Summary Wheat cultivars ‘TAM 111’ and ‘TAM 112’ have been dominantly grown in the Southern U.S. Great Plains for many years due to their excellent, yet variable, drought tolerance. To identify the molecular basis and genetic control of drought tolerance in these two landmark cultivars, RNA-seq analysis was conducted to compare gene expression difference in flag leaves under fully irrigated (wet) and water deficient (dry) conditions. Of the 122,017 gene sequences assembled, 2,254 genes showed significantly altered expression patterns under dry and wet conditions in the two cultivars. TAM 111 had 593 and 1,532 dry-wet differentially expressed genes (DEGs), and TAM 112 had 777 and 1,670 at heading and grain-filling stages, respectively. The two cultivars have 1,214 (53.9%) dry-wet DEGs in common, which agreed with their excellent adaption to drought, but 438 and 602 dry-wet DEGs were respectively shown only in TAM 111 and TAM 112 suggested that each may have a specific mechanism to cope with drought. Annotation of all 2,254 genes with dry-wet expression difference found 1,855 have functions related to biosynthesis, stress responses, defense responses, transcription factors and cellular components related to ion or protein transportation and signal transduction. Comparing hierarchical structure of biological processes, molecule functions and cellular components revealed the significant regulation differences between TAM 111 and TAM 112, particularly for genes of phosphorylation and adenyl ribonucleotide binding, and proteins located in nucleus and plasma membrane. Comparing gene expressions involved in responses to stresses of water deprivation, heat and oxidative, ABA-induced signal pathway and transcription regulation found TAM 112 have more specific dry-wet DEGs than TAM 111 with most of them up-regulated, indicating that TAM 112 is more active than TAM 111 in response to drought. In addition, 399 dry-wet DEGs with unknown functions included 258 genes encoding predicted uncharacterized proteins and 141 unannotated genes with no similar sequences identified in the databases. These may represent novel genes related to drought response in TAM 111 or TAM 112. This research thus revealed different drought-tolerance mechanisms in TAM 111 and TAM 112 and identified useful drought tolerance genes for wheat adaption.
 
Overall design Compare gene expression difference in flag leaves under fully irrigated (wet) and water deficient (dry) conditions.
 
Contributor(s) Chu C, Liu S
Citation(s) 33619336
Submission date Aug 28, 2020
Last update date Mar 02, 2021
Contact name Shuyu Liu
Organization name Texas A&M University System
Department Texas A&M AgriLife Research
Street address 6500 Amarillo Blvd West
City Amarillo
State/province Texas
ZIP/Postal code 79106
Country USA
 
Platforms (1)
GPL23509 Illumina HiSeq 4000 (Triticum aestivum)
Samples (15)
GSM4751169 TAM111_GrainFilling_Dry_rep1 (tamu17)
GSM4751170 TAM111_GrainFilling_Dry_rep2 (tamu18)
GSM4751171 TAM111_GrainFilling_Wet_rep1 (tamu14)
Relations
BioProject PRJNA659916
SRA SRP279172

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
GSE157033_RAW.tar 39.6 Mb (http)(custom) TAR (of TXT)
GSE157033_merged.gtf.gz 16.5 Mb (ftp)(http) GTF
SRA Run SelectorHelp
Raw data are available in SRA
Processed data provided as supplementary file
Processed data are available on Series record

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