Patterns of gene co-expression under water-deficit treatments and pan-genome occupancy in Brachypodium distachyon.
Sancho, R.; Catalan, P.; Contreras-Moreira, B.; Juenger, T.; Des Marais, D. L.
Show abstract
Natural populations are characterized by abundant genetic diversity driven by a range of different types of mutation. The tractability of sequencing complete genomes has allowed new insights into the variable composition of genomes, summarized as a species pan-genome. These analyses demonstrate that many genes are absent from the first reference genomes, whose analysis dominated the initial years of the genomic era. Our field now turns towards understanding the functional consequence of these highly variable genomes. Here, we analyzed weighted gene co-expression networks from leaf transcriptome data for drought response in the purple false brome Brachypodium distachyon and the differential expression of genes putatively involved in adaptation to this stressor. We specifically asked whether genes with variable "occupancy" in the pan-genome - genes which are either present in all studied genotypes or missing in some genotypes - show different distributions among co-expression modules. Co-expression analysis united genes expressed in drought-stressed plants into nine modules covering 72 hub genes (87 hub isoforms), and genes expressed under controlled water conditions into 13 modules, covering 190 hub genes (251 hub isoforms). We find that low occupancy pan-genes are under-represented among several modules, while other modules are over-enriched for low-occupancy pan-genes. We also provide new insight into the regulation of drought response in B. distachyon, specifically identifying one module with an apparent role in primary metabolism that is strongly responsive to drought. Our work shows the power of integrating pan-genomic analysis with transcriptomic data using factorial experiments to understand the functional genomics of environmental response.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Genomic and evolutionary evidence for drought adaptation of grass allopolyploid Brachypodium hybridum 96%
- Date palm acclimates to aridity by diverting organic osmolytes for root osmotic adjustment in parallel with leaf membrane remodeling and ROS scavenging 95%
- Barley shows reduced Fusarium Head Blight under drought and modular expression of differential expressed genes under combined stress 95%
Similar papers in this journal
- Distinct Cellular Strategies Determine Sensitivity to Mild Drought of Arabidopsis Natural Accessions 96%
- Identification of new growth regulators using cross-species network analysis in plants 95%
- Paralog editing tunes rice stomatal density to maintain photosynthesis and improve drought tolerance 94%
Similar papers in this journal
- The architecture of resilience: a genome assembly of Myrothamnus flabellifolia sheds light on desiccation tolerance and sex determination 96%
- Positive Selection and Heat-Response Transcriptomes Reveal Adaptive Features of the Brassicaceae Desert Model, Anastatica hierochuntica 96%
- Syntrichia ruralis: Emerging model moss genome reveals a conserved and previously unknown regulator of desiccation in flowering plants 95%
Similar papers in this journal
- Genome-wide association study, network analysis, and reverse genetics pinpoint novel genes associated with seedling root growth variation of Arabidopsis thaliana under drought 96%
- Constitutive expression of JASMONATE RESISTANT 1 elevates content of several jasmonates and primes Arabidopsis thaliana to better withstand drought 95%
- A genome-wide association screen for genes affecting leaf trichome development and epidermal metal accumulation in Arabidopsis 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.