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Comparative Transcriptomics and Co-Expression Networks Reveal Tissue- and Genotype-Specific Responses of qDTYs to Reproductive-Stage Drought Stress in Rice ( Oryza sativa L.).
- Source :
-
Genes [Genes (Basel)] 2020 Sep 24; Vol. 11 (10). Date of Electronic Publication: 2020 Sep 24. - Publication Year :
- 2020
-
Abstract
- Rice ( Oryza sativa L.) is more sensitive to drought stress than other cereals. To dissect molecular mechanisms underlying drought-tolerant yield in rice, we applied differential expression and co-expression network approaches to transcriptomes from flag-leaf and emerging panicle tissues of a drought-tolerant yield introgression line, DTY-IL, and the recurrent parent Swarna, under moderate reproductive-stage drought stress. Protein turnover and efficient reactive oxygen species scavenging were found to be the driving factors in both tissues. In the flag-leaf, the responses further included maintenance of photosynthesis and cell wall reorganization, while in the panicle biosynthesis of secondary metabolites was found to play additional roles. Hub genes of importance in differential drought responses included an expansin in the flag-leaf and two peroxidases in the panicle. Overlaying differential expression data with allelic variation in DTY-IL quantitative trait loci allowed for the prioritization of candidate genes. They included a differentially regulated auxin-responsive protein, with DTY-IL-specific amino acid changes in conserved domains, as well as a protein kinase with a DTY-IL-specific frameshift in the C-terminal region. The approach highlights how the integration of differential expression and allelic variation can aid in the discovery of mechanism and putative causal contribution underlying quantitative trait loci for drought-tolerant yield.
- Subjects :
- Computational Biology
Fertility
Gene Expression Profiling
Gene Expression Regulation, Plant
Organ Specificity
Oryza growth & development
Photosynthesis
Plant Leaves genetics
Plant Leaves growth & development
Plant Proteins metabolism
Droughts
Gene Regulatory Networks
Oryza genetics
Plant Proteins genetics
Quantitative Trait Loci
Stress, Physiological
Transcriptome
Subjects
Details
- Language :
- English
- ISSN :
- 2073-4425
- Volume :
- 11
- Issue :
- 10
- Database :
- MEDLINE
- Journal :
- Genes
- Publication Type :
- Academic Journal
- Accession number :
- 32987927
- Full Text :
- https://doi.org/10.3390/genes11101124