Polygenic Score (PGS) ID: PGS001362

Predicted Trait
Reported Trait 3mm weak meridian (L)
Mapped Trait(s) eye measurement (EFO_0004731)
Additional Trait Information https://biobankengine.stanford.edu/RIVAS_HG19/snpnet/INI5096
Released in PGS Catalog: Nov. 25, 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_INI5096
Development Method
Name snpnet
Parameters NR
Variants
Original Genome Build GRCh37
Number of Variants 8,600
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%
63,875 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
— 63,875 individuals European UKB — — — white British ancestry Training + validation cohort (train_val)

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
PPM007130 PSS007376|
African Ancestry|
3,105 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: 3mm weak meridian (L) — — R²: 0.10114 [0.08725, 0.11503]
Incremental R2 (full-covars): 0.01511
PGS R2 (no covariates): 0.01992 [0.0132, 0.02665]		 age, sex, UKB array type, Genotype PCs —
PPM007131 PSS007377|
East Asian Ancestry|
573 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: 3mm weak meridian (L) — — R²: 0.13519 [0.10505, 0.16532]
Incremental R2 (full-covars): 0.07325
PGS R2 (no covariates): 0.08476 [0.05951, 0.11002]		 age, sex, UKB array type, Genotype PCs —
PPM007132 PSS007378|
European Ancestry|
7,529 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: 3mm weak meridian (L) — — R²: 0.20076 [0.19187, 0.20965]
Incremental R2 (full-covars): 0.14436
PGS R2 (no covariates): 0.14759 [0.13946, 0.15572]		 age, sex, UKB array type, Genotype PCs —
PPM007133 PSS007379|
South Asian Ancestry|
3,455 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: 3mm weak meridian (L) — — R²: 0.17965 [0.16426, 0.19505]
Incremental R2 (full-covars): 0.09829
PGS R2 (no covariates): 0.10196 [0.08927, 0.11466]		 age, sex, UKB array type, Genotype PCs —
PPM007134 PSS007380|
European Ancestry|
15,926 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: 3mm weak meridian (L) — — R²: 0.20843 [0.20297, 0.21388]
Incremental R2 (full-covars): 0.16242
PGS R2 (no covariates): 0.16003 [0.15496, 0.16511]		 age, sex, UKB array type, Genotype PCs —

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
PSS007376 — — 3,105 individuals — African unspecified — UKB —
PSS007377 — — 573 individuals — East Asian — UKB —
PSS007378 — — 7,529 individuals — European non-white British ancestry UKB —
PSS007379 — — 3,455 individuals — South Asian — UKB —
PSS007380 — — 15,926 individuals — European white British ancestry UKB Testing cohort (heldout set)