Predicted Trait | |
Reported Trait | Lung function (FEV1) |
Mapped Trait(s) | forced expiratory volume (EFO_0004314) |
Additional Trait Information | https://biobankengine.stanford.edu/RIVAS_HG19/snpnet/INI3063 |
Score Construction | |
PGS Name | GBE_INI3063 |
Development Method | |
Name | snpnet |
Parameters | NR |
Variants | |
Original Genome Build | GRCh37 |
Number of Variants | 17,732 |
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% 247,832 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 |
---|---|---|---|---|---|---|---|---|
— | 247,832 individuals | 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 |
---|---|---|---|---|---|---|---|---|
PPM008689 | PSS007091| African Ancestry| 5,865 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: FEV1 | — | — | R²: 0.37563 [0.35703, 0.39423] Incremental R2 (full-covars): -0.00395 PGS R2 (no covariates): 0.00371 [0.00076, 0.00666] |
age, sex, UKB array type, Genotype PCs | — |
PPM008690 | PSS007092| East Asian Ancestry| 1,590 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: FEV1 | — | — | R²: 0.48044 [0.44632, 0.51457] Incremental R2 (full-covars): 0.01654 PGS R2 (no covariates): 0.03258 [0.01603, 0.04912] |
age, sex, UKB array type, Genotype PCs | — |
PPM008691 | PSS007093| European Ancestry| 22,831 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: FEV1 | — | — | R²: 0.5167 [0.50807, 0.52533] Incremental R2 (full-covars): 0.0401 PGS R2 (no covariates): 0.04225 [0.03736, 0.04714] |
age, sex, UKB array type, Genotype PCs | — |
PPM008692 | PSS007094| South Asian Ancestry| 7,147 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: FEV1 | — | — | R²: 0.46546 [0.44931, 0.4816] Incremental R2 (full-covars): 0.01517 PGS R2 (no covariates): 0.0239 [0.01722, 0.03059] |
age, sex, UKB array type, Genotype PCs | — |
PPM008693 | PSS007095| European Ancestry| 62,090 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: FEV1 | — | — | R²: 0.51484 [0.50958, 0.52009] Incremental R2 (full-covars): 0.04356 PGS R2 (no covariates): 0.04413 [0.0411, 0.04716] |
age, sex, UKB array type, Genotype PCs | — |
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 |
---|---|---|---|---|---|---|---|---|
PSS007091 | — | — | 5,865 individuals | — | African unspecified | — | UKB | — |
PSS007092 | — | — | 1,590 individuals | — | East Asian | — | UKB | — |
PSS007093 | — | — | 22,831 individuals | — | European | non-white British ancestry | UKB | — |
PSS007094 | — | — | 7,147 individuals | — | South Asian | — | UKB | — |
PSS007095 | — | — | 62,090 individuals | — | European | white British ancestry | UKB | Testing cohort (heldout set) |