Polygenic Score (PGS) ID: PGS000713

Predicted Trait
Reported Trait T2D
Mapped Trait(s) type II diabetes mellitus (EFO_0001360)
Additional Trait Information Unadjusted weights
Released in PGS Catalog: Feb. 3, 2021
Download Score FTP directory
Terms and Licenses
Creative Commons Attribution 4.0 International (CC BY 4.0)

Score Details

Score Construction
PGS Name T2D
Variants
Original Genome Build hg19
Number of Variants 183,830
Development Method
Name snpnet (multi-PRS)
Parameters Weighted combination of multiple biomarker PRS. 1,080,968 variants as input (directly genotyped variants, imputed HLA allelotypes, and CNVs)
PGS Source
PGS Catalog Publication (PGP) ID PGP000128
Citation (link to publication) Sinnott-Armstrong N et al. Nat Genet (2021)

Contributing Samples

Score Development/Training
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
223,327 individuals European
(British)
UKB Training

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 ID)
PGS Sample Set ID
(PSS ID)
Performance Source Trait PGS Effect Sizes
(per SD change)
PGS Classification Metrics Other Metrics Covariates Included in the Model PGS Performance: Other Relevant Information
PPM001605 PSS000754 PGP000128
Sinnott-Armstrong N et al. Nat Genet (2021)
Reported Trait: Type 2 diabetes AUROC: 0.688 Age, sex, PCs(1-10)
PPM001615 PSS000756 PGP000128
Sinnott-Armstrong N et al. Nat Genet (2021)
Reported Trait: Type 2 diabetes HR: 1.49 [1.47, 1.51] C-index: 0.669 Age as time scale, sex, batch, PCs(1-10)

Evaluated Samples

PGS Sample Set ID
(PSS ID)
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
PSS000754 87,413 individuals European UKB
PSS000756 ICD-10 E11.0 - E11.9
[
  • 17,519 cases
  • , 117,781 controls
]
European
(Finnish)
FinnGen