Predicted Trait | |
Reported Trait | Lung function (FEV1/FVC) |
Mapped Trait(s) | FEV/FVC ratio (EFO_0004713) |
Additional Trait Information | https://biobankengine.stanford.edu/RIVAS_HG19/snpnet/INI1003063 |
Score Construction | |
PGS Name | GBE_INI1003063 |
Development Method | |
Name | snpnet |
Parameters | NR |
Variants | |
Original Genome Build | GRCh37 |
Number of Variants | 15,141 |
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% 247,074 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 |
---|---|---|---|---|---|---|---|---|
— | 247,074 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 |
---|---|---|---|---|---|---|---|---|
PPM008589 | PSS004771| African Ancestry| 5,852 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: FEV FVC ratio | — | — | R²: 0.01124 [0.00614, 0.01633] Incremental R2 (full-covars): -0.00411 PGS R2 (no covariates): 0.00217 [-0.00009, 0.00443] |
age, sex, UKB array type, Genotype PCs | — |
PPM008590 | PSS004772| East Asian Ancestry| 1,587 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: FEV FVC ratio | — | — | R²: 0.04374 [0.02479, 0.06269] Incremental R2 (full-covars): 0.02108 PGS R2 (no covariates): 0.02152 [0.00792, 0.03513] |
age, sex, UKB array type, Genotype PCs | — |
PPM008591 | PSS004773| European Ancestry| 22,763 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: FEV FVC ratio | — | — | R²: 0.09646 [0.08949, 0.10343] Incremental R2 (full-covars): 0.04766 PGS R2 (no covariates): 0.05063 [0.04532, 0.05593] |
age, sex, UKB array type, Genotype PCs | — |
PPM008592 | PSS004774| South Asian Ancestry| 7,136 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: FEV FVC ratio | — | — | R²: 0.04322 [0.03442, 0.05203] Incremental R2 (full-covars): 0.01609 PGS R2 (no covariates): 0.01838 [0.01249, 0.02427] |
age, sex, UKB array type, Genotype PCs | — |
PPM008593 | PSS004775| European Ancestry| 61,887 individuals |
PGP000244 | Tanigawa Y et al. PLoS Genet (2022) |
Reported Trait: FEV FVC ratio | — | — | R²: 0.11465 [0.11013, 0.11918] Incremental R2 (full-covars): 0.05769 PGS R2 (no covariates): 0.06034 [0.05685, 0.06382] |
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 |
---|---|---|---|---|---|---|---|---|
PSS004771 | — | — | 5,852 individuals | — | African unspecified | — | UKB | — |
PSS004772 | — | — | 1,587 individuals | — | East Asian | — | UKB | — |
PSS004773 | — | — | 22,763 individuals | — | European | non-white British ancestry | UKB | — |
PSS004774 | — | — | 7,136 individuals | — | South Asian | — | UKB | — |
PSS004775 | — | — | 61,887 individuals | — | European | white British ancestry | UKB | Testing cohort (heldout set) |