LEDGER / results /exclusion_audit_pilot.json
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{
"cohort": {
"n_genomes": 120,
"n_defense_subtypes": 163,
"n_lineage_clusters": 50,
"median_cluster_size": 1.0,
"mean_chromosomal_systems": 13.208333333333334,
"sd_chromosomal_systems": 4.636622034292734,
"crispr_columns_found": [
"CAS_Class1-Subtype-I-C",
"CAS_Class1-Subtype-I-E",
"CAS_Class1-Subtype-I-F",
"Rst_HelicaseDUF2290"
],
"frac_genomes_with_crispr": 0.5166666666666667,
"n_exposure_covariates": 21
},
"testA_all_defense_load": {
"partial_r2": 0.5269544014510156,
"null_mean_r2": 0.4320713085651996,
"partial_r2_excess": 0.09488309288581598,
"pvalue": 0.14770459081836326,
"n": 120,
"n_covariates_used": 21
},
"testA_crispr_only": {
"partial_r2": 0.6165075616763955,
"null_mean_r2": 0.3320706409474731,
"partial_r2_excess": 0.28443692072892246,
"pvalue": 0.007984031936127744,
"n": 120,
"n_covariates_used": 21
},
"testB_load_vs_extrachrom_len": {
"spearman": -0.0618653189512368,
"pvalue": 0.5020609247195801,
"n": 120
},
"testB_load_vs_extrachrom_systems": {
"spearman": -0.13813354433360708,
"pvalue": 0.13243690866017466,
"n": 120
},
"testB_crispr_vs_extrachrom_len": {
"spearman": 0.19120821884001532,
"pvalue": 0.03643852052574965,
"n": 120
},
"per_system": {
"n_tested": 19,
"n_significant_p05": 4,
"frac_significant": 0.21052631578947367,
"median_partial_r2": 0.45165904520189054,
"max_partial_r2": 0.7051780095912905,
"worst_systems": [
{
"system": "RloC",
"partial_r2": 0.7051780095912905,
"pvalue": 0.0024937655860349127
},
{
"system": "Zorya_TypeI",
"partial_r2": 0.6426652297210771,
"pvalue": 0.0798004987531172
},
{
"system": "Gabija",
"partial_r2": 0.6293146894559207,
"pvalue": 0.0024937655860349127
},
{
"system": "N6_RM_Type_I",
"partial_r2": 0.5825399986303417,
"pvalue": 0.004987531172069825
},
{
"system": "GmrSD_RM_Type_IV",
"partial_r2": 0.5769292825344523,
"pvalue": 0.014962593516209476
}
]
}
}