LEDGER / results /exclusion_audit_999.json
bryan7264's picture
Processed data and working record for LEDGER
ebf0084 verified
Raw
History Blame Contribute Delete
2.74 kB
{
"cohort": {
"n_genomes": 1200,
"n_defense_subtypes": 236,
"n_lineage_clusters": 344,
"median_cluster_size": 2.0,
"mean_chromosomal_systems": 12.339166666666667,
"sd_chromosomal_systems": 4.997579344598298,
"crispr_columns_found": [
"CAS_Class1-Subtype-I-C",
"CAS_Class1-Subtype-I-E",
"CAS_Class1-Subtype-I-F",
"CAS_Class1-Type-I",
"Rst_HelicaseDUF2290"
],
"frac_genomes_with_crispr": 0.5358333333333334,
"n_exposure_covariates": 21
},
"testA_all_defense_load": {
"partial_r2": 0.06095426500549417,
"null_mean_r2": 0.02996459056108824,
"partial_r2_excess": 0.030989674444405927,
"pvalue": 0.005497251374312844,
"n": 1200,
"n_covariates_used": 21
},
"testA_crispr_only": {
"partial_r2": 0.03394459891625512,
"null_mean_r2": 0.02912872300410121,
"partial_r2_excess": 0.004815875912153909,
"pvalue": 0.2933533233383308,
"n": 1200,
"n_covariates_used": 21
},
"testB_load_vs_extrachrom_len": {
"spearman": 0.08194888875640106,
"pvalue": 0.004502690163575952,
"n": 1200
},
"testB_load_vs_extrachrom_systems": {
"spearman": 0.0799184824601281,
"pvalue": 0.0056055638081669076,
"n": 1200
},
"testB_crispr_vs_extrachrom_len": {
"spearman": 0.022771070421412815,
"pvalue": 0.43064223490652587,
"n": 1200
},
"per_system": {
"n_tested": 116,
"n_significant_p05_uncorrected": 65,
"n_expected_by_chance_p05": 5.800000000000001,
"n_significant_BH_q10": 70,
"frac_significant_BH_q10": 0.603448275862069,
"median_partial_r2": 0.057970795306195144,
"max_partial_r2": 0.32909252763754515,
"worst_systems": [
{
"system": "Rst_3HP",
"partial_r2": 0.32909252763754515,
"pvalue": 0.0024937655860349127,
"pvalue_bh": 0.00997506234413965
},
{
"system": "BREX_II",
"partial_r2": 0.22461636605534363,
"pvalue": 0.0024937655860349127,
"pvalue_bh": 0.00997506234413965
},
{
"system": "DS-38",
"partial_r2": 0.2128606657736829,
"pvalue": 0.004987531172069825,
"pvalue_bh": 0.016530103313145705
},
{
"system": "BstA",
"partial_r2": 0.20819638806994067,
"pvalue": 0.0024937655860349127,
"pvalue_bh": 0.00997506234413965
},
{
"system": "CBASS_II_HNH",
"partial_r2": 0.19268407371357144,
"pvalue": 0.0024937655860349127,
"pvalue_bh": 0.00997506234413965
},
{
"system": "Lamassu_HNH",
"partial_r2": 0.12867962575506464,
"pvalue": 0.0024937655860349127,
"pvalue_bh": 0.00997506234413965
}
]
}
}