Note: Select an agronomic trait and population to view its distribution and accession-level phenotype measurements.

Phenotype Search

Note: Select a trait, study and population to view association results. The six additional cohorts contain 315 reported peak-SNP records from RiceNavi Supplementary Dataset 3, rather than genome-wide summary statistics. Plots can therefore contain only one or a few points. The original Xie (2015) and Chen (2014) results retain their existing coverage and methods.

Agronomic Trait GWAS

Metabolic Trait GWAS

GWAS Results

Chen et al. 2014, Nat Genet — Genome-wide association analyses provide genetic and biochemical insights into natural variation in rice metabolism. A second replication ends with “_2”, for example “mr1002_2”.

Detailed information about mr1795 is available from the rice metabolite database.

Manhattan Plot

Results are retained when the LR or LMM P-value is ≤ 1e-5 or its rank is within the top 20,000. The plot shows LMM results.

Significant Candidate Loci (Lead Variant)

Variation ID Variation ID V6 Chromosome Position LR P-value LMM P-value
vg0406395970 sf0406391410 4 6395970 4.16E-59 3.04E-06
vg0522551271 sf0522488713 5 22551271 5.38E-59 NA
vg0406421004 sf0406416444 4 6421004 9.46E-59 1.29E-06
vg0314275748 sf0314274437 3 14275748 3.68E-58 NA
vg0211839911 sf0211839907 2 11839911 4.41E-58 5.63E-06
vg0612943979 sf0612942980 6 12943979 5.39E-58 NA
vg0235439519 sf0235433650 2 35439519 5.37E-56 NA
vg0222742146 sf0222736277 2 22742146 NA 5.18E-14
vg1112909023 sf1112445344 11 12909023 NA 3.29E-08
vg0224620629 sf0224614760 2 24620629 NA 4.23E-08
vg0406526884 sf0406522327 4 6526884 NA 1.40E-07
vg0222598995 sf0222593126 2 22598995 NA 1.72E-07
vg0217679973 sf0217674103 2 17679973 NA 1.10E-06
vg0224574434 sf0224568565 2 24574434 NA 1.60E-06
vg0111184479 sf0111183455 1 11184479 NA 2.69E-06
vg0124115850 sf0124114806 1 24115850 NA 3.05E-06
vg0105373556 sf0105372556 1 5373556 NA 3.08E-06
vg0606129619 sf0606128620 6 6129619 NA 3.40E-06
vg0224660997 sf0224655128 2 24660997 NA 4.38E-06

Information

This page provides two coordinated modules for trait exploration. Use Phenotype to inspect accession-level measurements and population distributions, or switch to GWAS Results to inspect association signals, Manhattan plots, and lead variants.

Keeping the two workflows on one page makes it possible to move between observed trait variation and its genetic associations without mixing their search controls or result tables.

GWAS results were collected from Xie et al. (2015) and Chen et al. (2014), with additional peak-SNP information obtained from RiceNavi and Wei et al. (2021). Specifically, we collected GWAS peak SNPs linked to functionally characterized rice genes from six populations or panels analyzed by Wei et al. (2021), including Chinese rice accessions (Li et al., 2020), Japanese rice accessions (Yano et al., 2016), the 3K rice panel (Wang et al., 2018), hybrid rice F1 populations (Huang et al., 2015), the QTN library (Wei et al., 2021), and RDP1 (Zhao et al., 2011).


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