Integrated GWAS and Transcriptomic Analysis Identify New Candidate Genes for Seminal Root Growth Angle in Wheat (Triticum aestivum L.)
Paez-Garcia, A.; de Bang, L.; Maulana, F.; Kwon, T.; Krom, N.; Kahn, R.; Ma, X.; Blancaflor, E. B.
Show abstract
Increased interest in root system architecture (RSA) and its major importance for nutrient and water uptake have intensified the efforts for a detailed study of the different root types within the homorhizic root system found in most monocotyledons as wheat. Mature homorhizic root system comprises two root types regarding their origin: embryonic and pot embryonic. However, knowledge of the different root type ss physiology and RSA plasticity is still limited. In wheat, embryonic roots are the first to develop after seed germination and have an important role in crop establishment. Wheat seedlings develop between 3 and 5 embryonic roots that have the same origin, but they differ in their spatial distribution. The first emerging root of a wheat seedling develops from the base of the embryo and grows vertically down. The rest of the seminal roots emerge from the lateral sides of the embryo and grow with a very specific set-point angle dependent on variety. In this study, we showed that seminal roots with different set-point angle displayed differences in response to gravity and in auxin transport. We hypothesized that the differences in RSA among root types will be directed by differences in their transcriptomic profiles. To that end, we performed an RNA sequencing analysis on both root types. With the aim of gaining a more complete understanding of the seminal root architecture plasticity, we also studied the genetic variability associated with root set-point angle performing a Genome-Wide Association Study in a wheat genetic panel of 200 accessions. Our results combined, uncovered a cluster of genes located in Chromosome 2B that comprises new players in wheat RSA with potential roles in plant response to abiotic stress.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Functional analysis of the teosinte branched 1 genes in the tetraploid switchgrass (Panicum virgatum L.) by CRISPR/Cas9-directed mutagenesis 97%
- Identification of QTL hotspots affecting agronomic traits and high-throughput vegetation indices in rainfed wheat 96%
- Temporal Gene Expression in Apical Culms Shows Early Changes in Cell Wall Biosynthesis Genes in Sugarcane 96%
Similar papers in this journal
- Integrative analysis of hexaploid wheat roots identifies signature components during iron starvation 96%
- Rice lectin protein Osr40c1 imparts drought tolerance by modulating OsSAM2, OsSAP8 and chromatin-associated proteins 95%
- Exploring natural genetic variation in photosynthesis-related traits of barley in the field 95%
Similar papers in this journal
- Drought adaptability of different subspecies of tetraploid wheat (Triticum turgidum) under contrasting moisture conditions: association with solvent retention capacity and quality-related traits 96%
- Unravelling the novel genetic diversity and marker-trait associations of corn leaf aphid resistance in wheat using microsatellite markers 96%
- Proteomic insight into soybean response to flooding stress reveals changes in basic energy metabolism and cell wall modifications 96%
Similar papers in this journal
- Brassinosteroids Promote Parenchyma Cell and Secondary Xylem Development in Sugar Beet (Beta vulgaris L.) Root 96%
- Phenotypic and transcriptomic analysis reveals early stress responses in transgenic rice expressing Arabidopsis DREB1a 96%
- Sorghum Root Epigenetic Landscape During Limiting Phosphorus Conditions 95%
Similar papers in this journal
- A systemic approach provides insights into the salt stress adaptation mechanisms of contrasting bread wheat genotypes 96%
- Transcriptome variations in hybrids of wild emmer wheat (Triticum turgidum ssp. dicoccoides) 96%
- Comparative transcriptomic analysis of maize ear heterosis during the inflorescence meristem differentiation stage 95%
"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.