Predicted Trait | |
Reported Trait | Reactive arthropathies (time-to-event) |
Mapped Trait(s) | reactive arthritis (EFO_0007460) |
Additional Trait Information | https://biobankengine.stanford.edu/RIVAS_HG19/snpnet/HC1209 |
Score Construction | |
PGS Name | GBE_HC1209 |
Development Method | |
Name | snpnet |
Parameters | NR |
Variants | |
Original Genome Build | GRCh37 |
Number of Variants | 6 |
Effect Weight Type | NR |
PGS Source | |
PGS Catalog Publication (PGP) ID | PGP000244 |
Citation (link to publication) | Tanigawa Y et al. PLoS Genet (2022) |
Ancestry Distribution | |
Score Development/Training | European: 100% 269,704 individuals (100%) |
PGS Evaluation | European: 50% African: 25% South Asian: 25% 4 Sample Sets |
Study Identifiers | Sample Numbers | Sample Ancestry | Cohort(s) | Phenotype Definitions & Methods | Age of Study Participants | Participant Follow-up Time | Additional Ancestry Description | Additional Sample/Cohort Information |
---|---|---|---|---|---|---|---|---|
— | [
|
European | UKB | — | — | — | white British ancestry | — |
PGS Performance Metric ID (PPM) |
PGS Sample Set ID (PSS) |
Performance Source | Trait |
PGS Effect Sizes (per SD change) |
Classification Metrics | Other Metrics | Covariates Included in the Model |
PGS Performance: Other Relevant Information |
---|---|---|---|---|---|---|---|---|
PPM008289 | PSS004183| African Ancestry| 6,497 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: TTE reactive arthropathies | — | AUROC: 0.9594 [0.92062, 0.99818] | R²: 0.17918 Incremental AUROC (full-covars): 0.00395 PGS R2 (no covariates): 0.00991 PGS AUROC (no covariates): 0.72061 [0.49213, 0.9491] |
age, sex, UKB array type, Genotype PCs | Full Model & PGS R2 is estimated using Nagelkerke's method |
PPM008290 | PSS004185| European Ancestry| 24,905 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: TTE reactive arthropathies | — | AUROC: 0.77096 [0.63921, 0.90271] | R²: 0.09743 Incremental AUROC (full-covars): 0.03274 PGS R2 (no covariates): 0.03411 PGS AUROC (no covariates): 0.65137 [0.47674, 0.826] |
age, sex, UKB array type, Genotype PCs | Full Model & PGS R2 is estimated using Nagelkerke's method |
PPM008291 | PSS004186| South Asian Ancestry| 7,831 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: TTE reactive arthropathies | — | AUROC: 0.94552 [0.83969, 1.0] | R²: 0.25627 Incremental AUROC (full-covars): 0.00045 PGS R2 (no covariates): 0.00071 PGS AUROC (no covariates): 0.67786 [0.66768, 0.68805] |
age, sex, UKB array type, Genotype PCs | Full Model & PGS R2 is estimated using Nagelkerke's method |
PPM008292 | PSS004187| European Ancestry| 67,425 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: TTE reactive arthropathies | — | AUROC: 0.6839 [0.58647, 0.78132] | R²: 0.03053 Incremental AUROC (full-covars): 0.07922 PGS R2 (no covariates): 0.02879 PGS AUROC (no covariates): 0.66167 [0.54859, 0.77475] |
age, sex, UKB array type, Genotype PCs | Full Model & PGS R2 is estimated using Nagelkerke's method |
PGS Sample Set ID (PSS) |
Phenotype Definitions and Methods | Participant Follow-up Time | Sample Numbers | Age of Study Participants | Sample Ancestry | Additional Ancestry Description | Cohort(s) | Additional Sample/Cohort Information |
---|---|---|---|---|---|---|---|---|
PSS004183 | — | — | [
|
— | African unspecified | — | UKB | — |
PSS004185 | — | — | [
|
— | European | non-white British ancestry | UKB | — |
PSS004186 | — | — | [
|
— | South Asian | — | UKB | — |
PSS004187 | — | — | [
|
— | European | white British ancestry | UKB | Testing cohort (heldout set) |