Genome-wide dissection of tillering responsiveness to neighbour proximity in sorghum
Riaz, A.; Pearson, S.; Hunt, C.; Sukumaran, S.; Tao, Y.; Cooper, M.; Hammer, G.; Mace, E.; Jordan, D.
Show abstract
Tillering plasticity is a key adaptive trait in sorghum influencing resource use efficiency via a plants ability to adjust branching to neighbour density. Neighbour detection through red:far-red (R:FR) light sensing regulates this plasticity. While molecular pathways regulating tiller outgrowth are partly known, the genetic architecture underlying density-responsive tillering has not been resolved in any grass species. A sorghum diversity panel (n = 895) was evaluated over two growing seasons (2023 and 2024) with plant spacing ranging from 5 to 60 cm. A linear mixed model incorporating neighbour distance and tiller counts estimated genotype-specific response. GWAS was conducted on isolated plants (no neighbours within 60 cm) and on estimated responsiveness to neighbours. GWAS identified 52 baseline tillering QTLs and 50 for spacing responsiveness, with 10 overlapping, suggesting shared genetic control. Comparison with 41 R:FR pathway candidate genes revealed enrichment in responsiveness QTLs (5/50, 10%) versus baseline (0/52, 0%) (Fishers exact test, P = 0.025). Our model identified 40 unique density-responsive tillering QTL regions. Reducing genotype response to neighbour absence could be a selection target to develop water-efficient sorghum varieties where controlled architecture may be more valuable than natural plasticity.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Multi-environment genome-wide association mapping of culm morphology traits in barley 96%
- The trade-off between grain weight and grain number in wheat is explained by the overlapping of the key phases determining these major yield components 96%
- From Photoperiod Thresholds to Photoperiod sensitivity: Dual Strategies for Cost-Effective Speed Breeding and Climate-Ready Barley 96%
Similar papers in this journal
- Linking phenology, harvest index and genetics to improve chickpea grain yield 97%
- Temperature response of wheat affects final height and the timing of stem elongation under field conditions 97%
- Delayed development of basal spikelets in wheat explains their increased floret abortion and rudimentary nature 96%
Similar papers in this journal
Similar papers in this journal
- Integration of high-density genetic mapping with transcriptome analysis uncovers numerous agronomic QTL and reveals candidate genes for the control of tillering in sorghum 97%
- Natural genetic variation underlying tiller development in barley (Hordeum vulgare L) 97%
- Dissecting adaptive traits with nested association mapping: Genetic architecture of inflorescence morphology in sorghum 97%
Similar papers in this journal
- Genome-wide mapping and prediction of plant architecture in a sorghum nested association mapping population 97%
- Genomic prediction of stalk lodging resistance and the associated intermediate phenotypes in maize using whole-genome resequence and multi-environmental data 96%
- The PIN2 ortholog in barley modifies root gravitropism and architecture without impacting the shoot 96%
"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.