Predicted Trait | |
Reported Trait | Family history of chronic bronchitis/emphysema |
Mapped Trait(s) | family history (EFO_0000493) |
Additional Trait Information | https://biobankengine.stanford.edu/RIVAS_HG19/snpnet/FH1113 |
Score Construction | |
PGS Name | GBE_FH1113 |
Development Method | |
Name | snpnet |
Parameters | NR |
Variants | |
Original Genome Build | GRCh37 |
Number of Variants | 1,530 |
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: 40% African: 20% East Asian: 20% South Asian: 20% 5 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 |
---|---|---|---|---|---|---|---|---|
PPM008388 | PSS004049| African Ancestry| 6,497 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: Chronic bronchitis/emphysema (FH) | — | AUROC: 0.55867 [0.53736, 0.57998] | R²: 0.01064 Incremental AUROC (full-covars): -0.00488 PGS R2 (no covariates): 0.00023 PGS AUROC (no covariates): 0.49207 [0.46984, 0.5143] |
age, sex, UKB array type, Genotype PCs | Full Model & PGS R2 is estimated using Nagelkerke's method |
PPM008389 | PSS004050| East Asian Ancestry| 1,704 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: Chronic bronchitis/emphysema (FH) | — | AUROC: 0.59763 [0.55526, 0.63999] | R²: 0.03241 Incremental AUROC (full-covars): 0.00659 PGS R2 (no covariates): 0.00372 PGS AUROC (no covariates): 0.53681 [0.49409, 0.57952] |
age, sex, UKB array type, Genotype PCs | Full Model & PGS R2 is estimated using Nagelkerke's method |
PPM008390 | PSS004051| European Ancestry| 24,905 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: Chronic bronchitis/emphysema (FH) | — | AUROC: 0.5885 [0.58009, 0.59692] | R²: 0.02565 Incremental AUROC (full-covars): 0.00247 PGS R2 (no covariates): 0.00203 PGS AUROC (no covariates): 0.52356 [0.51492, 0.53221] |
age, sex, UKB array type, Genotype PCs | Full Model & PGS R2 is estimated using Nagelkerke's method |
PPM008391 | PSS004052| South Asian Ancestry| 7,831 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: Chronic bronchitis/emphysema (FH) | — | AUROC: 0.54947 [0.53138, 0.56755] | PGS R2 (no covariates): 0.00013 R²: 0.00653 Incremental AUROC (full-covars): -0.00201 PGS AUROC (no covariates): 0.50704 [0.48923, 0.52485] |
age, sex, UKB array type, Genotype PCs | Full Model & PGS R2 is estimated using Nagelkerke's method |
PPM008392 | PSS004053| European Ancestry| 67,425 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: Chronic bronchitis/emphysema (FH) | — | AUROC: 0.58327 [0.57825, 0.58829] | R²: 0.02293 Incremental AUROC (full-covars): 0.0012 PGS R2 (no covariates): 0.00095 PGS AUROC (no covariates): 0.51589 [0.51075, 0.52103] |
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 |
---|---|---|---|---|---|---|---|---|
PSS004049 | — | — | [
|
— | African unspecified | — | UKB | — |
PSS004050 | — | — | [
|
— | East Asian | — | UKB | — |
PSS004051 | — | — | [
|
— | European | non-white British ancestry | UKB | — |
PSS004052 | — | — | [
|
— | South Asian | — | UKB | — |
PSS004053 | — | — | [
|
— | European | white British ancestry | UKB | Testing cohort (heldout set) |