Data S1. List of canola lines utilised in this study Data S2. Overview of experimental design Data S3. Phenotypic data (BLUEs), heritabilities and coefficients of variation Data S4. List of annotated metabolite peaks Data S5. Genotype data set (SNP and CNV markers) Data S6. List of genes in candidate regions Data S7. Pairwise LD matrices for all chromosomes Data S8. List of prediction accuracies for all traits and models Data S9. Pearson correlations between all traits Data S10. Top 100 regulatory links obtained from the network analysis Data S11. List of all associations detected for metabolites, transcripts and phenotypic traits Data S12. Correlation matrix for the correlogram of -omics data Data S13. Filtered and outlier-corrected transcriptome (RNA-Seq) data Data S14. Input data for the gene ontology (GO) term enrichment analyses Data S15. Candidate genes with the GO term ‘intracellular ribonucleoprotein complex’