Example QTL Fine-Mapping Results with LBF (SuSiE)
Source:R/exampleData.R
qtlFineMappingLbfExample.RdA QtlFineMappingResult whose per-entry SuSiE fit
carries the full single-effect log-Bayes-factor matrix
(lbf_variable), posterior inclusion probabilities, and credible sets.
Unlike qtlFineMappingExample (a lightweight fit), this object
supports LBF-based downstream analysis such as colocPipeline.
Derived from the de-identified protocol_example toy data
(gene ENSG00000283047, chr22); all identifiers are synthetic.
Format
A QtlFineMappingResult with two rows (contexts
context1 and context2) for trait ENSG00000283047,
method susie. Each entry's susieFit carries
lbf_variable (single effects x variants), alpha, pip,
and credible-set membership.
Examples
data(qtlFineMappingLbfExample)
qtlFineMappingLbfExample
#> QtlFineMappingResult: 2 entries
#> 1 studies, 2 contexts, 1 traits, 1 methods
#> LD sketch: NULL (individual-level fit)
head(getTopLoci(qtlFineMappingLbfExample))
#> # A tibble: 6 × 27
#> study context trait blockId method variant_id chrom pos A1 A2 N
#> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <int> <chr> <chr> <dbl>
#> 1 test_s… contex… ENSG… NA susie chr22:104… chr22 1.04e7 T A 49
#> 2 test_s… contex… ENSG… NA susie chr22:104… chr22 1.04e7 T A 49
#> 3 test_s… contex… ENSG… NA susie chr22:104… chr22 1.04e7 T A 49
#> 4 test_s… contex… ENSG… NA susie chr22:104… chr22 1.05e7 T A 49
#> 5 test_s… contex… ENSG… NA susie chr22:104… chr22 1.05e7 T A 49
#> 6 test_s… contex… ENSG… NA susie chr22:104… chr22 1.05e7 T A 49
#> # ℹ 16 more variables: af <dbl>, beta <dbl>, se <dbl>, pip <dbl>, logBF <dbl>,
#> # cs_95 <chr>, cs_70 <chr>, cs_50 <chr>, cs_95_purity <dbl>,
#> # cs_70_purity <dbl>, cs_50_purity <dbl>, within_cs_pip <dbl>, gene <chr>,
#> # event <chr>, grange_start <int>, grange_end <int>