Polygenic Score (PGS) ID: PGS003901

Predicted Trait
Reported Trait Whole body fat-free mass
Mapped Trait(s) lean body mass (EFO_0004995)
Additional Trait Information http://ipgs.mit.edu/tanigawakellis2023/INI23101
Released in PGS Catalog: Nov. 1, 2023
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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 INI23101
Development Method
Name snpnet
Parameters inclusive PGS
Variants
Original Genome Build GRCh37
Number of Variants 42,786
Effect Weight Type beta
PGS Source
PGS Catalog Publication (PGP) ID PGP000502
Citation (link to publication) Tanigawa Y et al. AJHG (2023)
Ancestry Distribution
Score Development/Training
Multi-ancestry (including European): 100%
  • European
  • South Asian
  • African
  • Additional Diverse Ancestries
319,944 individuals (100%)
PGS Evaluation
European: 40%
African: 20%
Multi-ancestry (excluding European): 20%
  • East Asian
  • Additional Diverse Ancestries
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
— 319,944 individuals European, South Asian, African unspecified, Other admixed ancestry UKB — — — European, South Asian, African unspecified, Other admixed 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
PPM018824 PSS011150|
European Ancestry|
66,614 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Whole body fat-free mass — — R²: 0.7632 [0.76009, 0.76632]
PGS R2 (no covariates): 0.0533 [0.05, 0.05659]
Incremental R2 (full-covars): 0.05378		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018825 PSS011108|
European Ancestry|
2,835 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Whole body fat-free mass — — R²: 0.76255 [0.74746, 0.77764]
PGS R2 (no covariates): 0.06277 [0.04568, 0.07986]
Incremental R2 (full-covars): 0.05616		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018826 PSS011118|
South Asian Ancestry|
1,457 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Whole body fat-free mass — — R²: 0.69472 [0.66891, 0.72052]
PGS R2 (no covariates): 0.02952 [0.01261, 0.04643]
Incremental R2 (full-covars): 0.04458		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018827 PSS011158|
African Ancestry|
1,169 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Whole body fat-free mass — — R²: 0.5853 [0.54969, 0.6209]
PGS R2 (no covariates): 0.00696 [-0.00234, 0.01625]
Incremental R2 (full-covars): 0.00196		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018828 PSS011176|
Multi-ancestry (excluding European)|
7,842 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Whole body fat-free mass — — R²: 0.75091 [0.74146, 0.76036]
PGS R2 (no covariates): 0.03965 [0.03128, 0.04803]
Incremental R2 (full-covars): 0.0398		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —

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
PSS011108 — — 2,835 individuals — European
(non-white British ancestry)		 — UKB —
PSS011176 — — 7,842 individuals — East Asian, Other admixed ancestry East Asian, Other admixed ancestry UKB —
PSS011150 — — 66,614 individuals — European
(white British ancestry)		 — UKB —
PSS011118 — — 1,457 individuals — South Asian — UKB —
PSS011158 — — 1,169 individuals — African unspecified — UKB —