Predicted Trait | |
Reported Trait | Arm fat mass (L) |
Mapped Trait(s) | fat body mass (EFO_0005409) |
Additional Trait Information | http://ipgs.mit.edu/tanigawakellis2023/INI23124 |
Score Construction | |
PGS Name | INI23124 |
Development Method | |
Name | snpnet |
Parameters | inclusive PGS |
Variants | |
Original Genome Build | GRCh37 |
Number of Variants | 29,392 |
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 | |
PGS Evaluation |
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 |
---|---|---|---|---|---|---|---|---|
— | 319,836 individuals | European, South Asian, African unspecified, Other admixed ancestry | UKB | — | — | — | European, South Asian, African unspecified, Other admixed ancestry | — |
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 |
---|---|---|---|---|---|---|---|---|
PPM018914 | PSS011132| European Ancestry| 66,594 individuals |
PGP000502 | Tanigawa Y et al. AJHG (2023) |
Reported Trait: Arm fat mass (left) | — | — | R²: 0.14427 [0.13937, 0.14916] PGS R2 (no covariates): 0.08369 [0.0797, 0.08768] Incremental R2 (full-covars): 0.08219 |
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) | — |
PPM018915 | PSS011105| European Ancestry| 2,837 individuals |
PGP000502 | Tanigawa Y et al. AJHG (2023) |
Reported Trait: Arm fat mass (left) | — | — | R²: 0.11957 [0.09741, 0.14173] PGS R2 (no covariates): 0.07793 [0.0592, 0.09667] Incremental R2 (full-covars): 0.0794 |
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) | — |
PPM018916 | PSS011118| South Asian Ancestry| 1,457 individuals |
PGP000502 | Tanigawa Y et al. AJHG (2023) |
Reported Trait: Arm fat mass (left) | — | — | R²: 0.18653 [0.1509, 0.22216] PGS R2 (no covariates): 0.0701 [0.04513, 0.09506] Incremental R2 (full-covars): 0.04734 |
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) | — |
PPM018917 | PSS011158| African Ancestry| 1,169 individuals |
PGP000502 | Tanigawa Y et al. AJHG (2023) |
Reported Trait: Arm fat mass (left) | — | — | R²: 0.12442 [0.08976, 0.15909] PGS R2 (no covariates): 0.00699 [-0.00233, 0.0163] Incremental R2 (full-covars): -0.05668 |
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) | — |
PPM018918 | PSS011162| Multi-ancestry (excluding European)| 7,839 individuals |
PGP000502 | Tanigawa Y et al. AJHG (2023) |
Reported Trait: Arm fat mass (left) | — | — | R²: 0.13999 [0.1259, 0.15408] PGS R2 (no covariates): 0.07732 [0.06609, 0.08856] Incremental R2 (full-covars): 0.06589 |
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) | — |
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 |
---|---|---|---|---|---|---|---|---|
PSS011118 | — | — | 1,457 individuals | — | South Asian | — | UKB | — |
PSS011158 | — | — | 1,169 individuals | — | African unspecified | — | UKB | — |
PSS011162 | — | — | 7,839 individuals | — | East Asian, Other admixed ancestry | East Asian, Other admixed ancestry | UKB | — |
PSS011132 | — | — | 66,594 individuals | — | European (white British ancestry) |
— | UKB | — |
PSS011105 | — | — | 2,837 individuals | — | European (non-white British ancestry) |
— | UKB | — |