bioRxivPlant Biology
GWAS hints at pleiotropic roles for FLOWERING LOCUS T in flowering time and yield-related traits in canola
H. Raman, R. Raman, Y. Qiu, A. S. Y. S. Yadav, S. Sureshkumar, L. Borg, R. Maheswaran, D. Wheeler, O. Ovens, I. Menz, S. Balasubramanian
Abstract
Transition to flowering at the right time is critical for local adaptation and to maximize seed yield in canola, which is an important oilseed crop. There is extensive variation among canola varieties in flowering time. However, our understanding of underlying genes and their role in canola productivity is still limited. We reveal natural variation in flowering time and response to photoperiod in a diverse GWAS panel (up to 368 accessions) of canola and identify associated SNPs across multiple experiments. Complementary QTL and eQTL mapping studies were also conducted in an Australian doubled haploid (DH) population for flowering time and other grain yield related traits. We show that several associations that were repeatedly detected across experiments map in the vicinity of FLOWERING LOCUS T (FT) paralogues and its known transcriptional regulators. QTL mapping study in a DH population detected consistent genomic regions close to FT paralogs. FT sequences vary between accessions and FT expression in field and controlled environment grown plants was correlated with flowering time. FT paralogs displayed association not only with flowering time, but also with plant emergence, shoot biomass and grain yield. Our findings suggest that FT paralogs not only modulate flowering time but also modulate yield-related productivity traits in canola. HighlightThe genetic association, eQTL and expression analyses suggest that FT paralogs have multifaceted roles in canola flowering time, plant development and productivity traits.
- organism: Arabidopsis
- assay: GWAS summary statistics
- research focus: gene regulatory network inference
- research focus: differential expression
- approach: statistical model
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