Polygenic Score (PGS) ID: PGS003139

Predicted Trait
Reported Trait Total Cholesterol
Mapped Trait(s) total cholesterol measurement (EFO_0004574)
Additional Trait Information Cholesterol (mmol/L); Quantitative
Released in PGS Catalog: Nov. 23, 2022
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Score Details

Score Construction
PGS Name ExPRSweb_TC_30690-raw_LASSOSUM_MGI_20211120
Development Method
Name lassosum
Parameters Lassosum 0.4.4 (MAF >= 1%; autosomal variants only)s=0.9;Lambda=0.00336
Variants
Original Genome Build GRCh37
Number of Variants 569,518
Effect Weight Type beta
PGS Source
PGS Catalog Publication (PGP) ID PGP000393
Citation (link to publication) Ma Y et al. Am J Hum Genet (2022)
Ancestry Distribution
Source of Variant
Associations (GWAS)
European: 100%
344,278 individuals (100%)
Score Development/Training
European: 100%
9,116 individuals (100%)
PGS Evaluation
European: 100%
1 Sample Sets

Development Samples

Source of Variant Associations (GWAS)
Study Identifiers Sample Numbers Sample Ancestry Cohort(s)
344,278 individuals European UKB
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
9,116 individuals European MGI LOW DENSITY LIPOPROTEIN CHOL + HIGH DENSITY LIPOPROTEIN CHOL + Triglycerides/5; Quantitative

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
PPM016033 PSS010015|
European Ancestry|
9,115 individuals
PGP000393 |
Ma Y et al. Am J Hum Genet (2022)
Reported Trait: Total Cholesterol β: 8.78 (0.344) : 0.0608 SEX,AGE,Batch,PC1,PC2,PC3,PC4

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
PSS010015 LOW DENSITY LIPOPROTEIN CHOL + HIGH DENSITY LIPOPROTEIN CHOL + Triglycerides/5; Quantitative 9,115 individuals European MGI