Polygenic Score (PGS) ID: PGS004661

Predicted Trait
Reported Trait Log triglycerides
Mapped Trait(s) triglyceride measurement (EFO_0004530)
Additional Trait Information Phenotype defined in GLGC. Please refer the paper for more details.
Released in PGS Catalog: April 18, 2024
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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 logTG_EAS_weighted_ldpred2
Development Method
Name weighted_ldpred2
Parameters Linearly combines the corresponding single-ancestry ldpred2 trained from all five populations AFR, AMR, EAS, EUR, and SAS. Weights are estimated using individual data from the target population.
Variants
Original Genome Build GRCh37
Number of Variants 1,880,060
Effect Weight Type beta
PGS Source
PGS Catalog Publication (PGP) ID PGP000595
Citation (link to publication) Zhang J et al. Nat Commun (2024)
Ancestry Distribution
Source of Variant
Associations (GWAS)
Multi-ancestry (including European): 100%
  • European
  • African
  • Hispanic or Latin American
  • East Asian
  • South Asian
1,121,278 individuals (100%)
Score Development/Training
East Asian: 100%
951 individuals (100%)
PGS Evaluation
East Asian: 100%
1 Sample Sets

Development Samples

Source of Variant Associations (GWAS)
Study Identifiers Sample Numbers Sample Ancestry Cohort(s)
Europe PMC: 34887591
 1,121,278 individuals European, African American or Afro-Caribbean, Hispanic or Latin American, East Asian, South Asian GLGC
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
— 951 individuals,
32.0 % Male samples
 East Asian UKB — Mean = 52.47 years
Sd = 7.81 years		 — — —

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
PPM020846 PSS011426|
East Asian Ancestry|
970 individuals
 PGP000595 |
Zhang J et al. Nat Commun (2024)
 Reported Trait: Log triglycerides — — adjusted R2: 0.0948 — —

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
PSS011426 — — 970 individuals,
32.0 % Male samples
 Mean = 52.47 years
Sd = 7.81 years		 East Asian — UKB —