Polygenic Score (PGS) ID: PGS001011

Predicted Trait
Reported Trait Viral warts (time-to-event)
Mapped Trait(s) common wart (EFO_0009662)
Additional Trait Information https://biobankengine.stanford.edu/RIVAS_HG19/snpnet/HC534
Released in PGS Catalog: Oct. 21, 2021
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Terms and Licenses
PGS obtained from the Catalog should be cited appropriately, and used in accordance with any licensing restrictions set by the authors. See EBI Terms of Use (https://www.ebi.ac.uk/about/terms-of-use/) for additional details.

Score Details

Score Construction
PGS Name GBE_HC534
Development Method
Name snpnet
Parameters NR
Variants
Original Genome Build GRCh37
Number of Variants 5
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

Development Samples

Score Development/Training
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
—
[
  • 9,757 cases
  • , 259,947 controls
]
 European UKB — — — white British ancestry —

Performance Metrics

Disclaimer: The performance metrics are displayed as reported by the source studies. It is important to note that metrics are not necessarily comparable with each other. For example, metrics depend on the sample characteristics (described by the PGS Catalog Sample Set [PSS] ID), phenotyping, and statistical modelling. Please refer to the source publication for additional guidance on performance.

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
PPM007818 PSS004521|
African Ancestry|
6,497 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: TTE viral warts — AUROC: 0.62763 [0.56904, 0.68622] R²: 0.01913
Incremental AUROC (full-covars): -0.00455
PGS R2 (no covariates): 0.00116
PGS AUROC (no covariates): 0.48242 [0.41987, 0.54497]		 age, sex, UKB array type, Genotype PCs Full Model & PGS R2 is estimated using Nagelkerke's method
PPM007819 PSS004522|
East Asian Ancestry|
1,704 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: TTE viral warts — AUROC: 0.65545 [0.57671, 0.73418] R²: 0.03677
Incremental AUROC (full-covars): -0.00026
PGS R2 (no covariates): 1e-05
PGS AUROC (no covariates): 0.50846 [0.40705, 0.60986]		 age, sex, UKB array type, Genotype PCs Full Model & PGS R2 is estimated using Nagelkerke's method
PPM007820 PSS004523|
European Ancestry|
24,905 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: TTE viral warts — AUROC: 0.56023 [0.54032, 0.58015] R²: 0.0051
Incremental AUROC (full-covars): 0.01103
PGS R2 (no covariates): 0.00154
PGS AUROC (no covariates): 0.53437 [0.51402, 0.55472]		 age, sex, UKB array type, Genotype PCs Full Model & PGS R2 is estimated using Nagelkerke's method
PPM007821 PSS004524|
South Asian Ancestry|
7,831 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: TTE viral warts — AUROC: 0.5793 [0.54592, 0.61268] R²: 0.01114
Incremental AUROC (full-covars): 0.00245
PGS R2 (no covariates): 0.00048
PGS AUROC (no covariates): 0.51036 [0.47743, 0.54328]		 age, sex, UKB array type, Genotype PCs Full Model & PGS R2 is estimated using Nagelkerke's method
PPM007822 PSS004525|
European Ancestry|
67,425 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: TTE viral warts — AUROC: 0.56004 [0.54811, 0.57198] R²: 0.00576
Incremental AUROC (full-covars): 0.00636
PGS R2 (no covariates): 0.00167
PGS AUROC (no covariates): 0.53057 [0.51862, 0.54252]		 age, sex, UKB array type, Genotype PCs Full Model & PGS R2 is estimated using Nagelkerke's method

Evaluated Samples

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
PSS004521 — —
[
  • 81 cases
  • , 6,416 controls
]
 — African unspecified — UKB —
PSS004522 — —
[
  • 32 cases
  • , 1,672 controls
]
 — East Asian — UKB —
PSS004523 — —
[
  • 781 cases
  • , 24,124 controls
]
 — European non-white British ancestry UKB —
PSS004524 — —
[
  • 307 cases
  • , 7,524 controls
]
 — South Asian — UKB —
PSS004525 — —
[
  • 2,358 cases
  • , 65,067 controls
]
 — European white British ancestry UKB Testing cohort (heldout set)