Trait: fat body mass

Experimental Factor Ontology (EFO) Information
Identifier EFO_0005409
Description The weight of the individual's body fat.
Trait category
Other measurement
Synonym total body fat measurement

Associated Polygenic Score(s)

Filter PGS by Participant Ancestry
Individuals included in:
G - Source of Variant Associations (GWAS)
D - Score Development/Training
E - PGS Evaluation
List of ancestries includes:
Display options:
Ancestry legend
Multi-ancestry (including European)
Multi-ancestry (excluding European)
African
East Asian
South Asian
Additional Asian Ancestries
European
Greater Middle Eastern
Hispanic or Latin American
Additional Diverse Ancestries
Not Reported
Polygenic Score ID & Name PGS Publication ID (PGP) Reported Trait Mapped Trait(s) (Ontology) Number of Variants Ancestry distribution
GWAS
Dev
Eval
 Scoring File (FTP Link)
PGS001144
(GBE_INI23124)
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Arm fat mass (L) fat body mass 23,676
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001144/ScoringFiles/PGS001144.txt.gz
PGS001145
(GBE_INI23120)
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Arm fat mass (R) fat body mass 23,528
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001145/ScoringFiles/PGS001145.txt.gz
PGS001146
(GBE_INI23121)
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Arm fat-free mass (R) fat body mass 29,063
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001146/ScoringFiles/PGS001146.txt.gz
PGS001147
(GBE_INI23112)
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Leg fat mass (R) fat body mass 23,565
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001147/ScoringFiles/PGS001147.txt.gz
PGS001148
(GBE_INI23128)
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Trunk fat mass fat body mass 29,233
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001148/ScoringFiles/PGS001148.txt.gz
PGS001149
(GBE_INI23100)
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Whole body fat mass fat body mass 27,550
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001149/ScoringFiles/PGS001149.txt.gz
PGS001951
(portability-PLR_log_fat_mass)
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Whole body fat mass fat body mass 107,776
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001951/ScoringFiles/PGS001951.txt.gz
PGS002169
(portability-ldpred2_log_fat_mass)
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Whole body fat mass fat body mass 988,292
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS002169/ScoringFiles/PGS002169.txt.gz
PGS003532
(cont-decay-log_fat_mass)
 PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre		 Whole body fat mass fat body mass 979,739
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003532/ScoringFiles/PGS003532.txt.gz
PGS003900
(INI23100)
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Whole body fat mass fat body mass 33,555
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003900/ScoringFiles/PGS003900.txt.gz
PGS003910
(INI23112)
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Leg fat mass (R) fat body mass 30,780
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003910/ScoringFiles/PGS003910.txt.gz
PGS003913
(INI23116)
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Leg fat mass (L) fat body mass 30,794
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003913/ScoringFiles/PGS003913.txt.gz
PGS003916
(INI23120)
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Arm fat mass (R) fat body mass 29,790
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003916/ScoringFiles/PGS003916.txt.gz
PGS003919
(INI23124)
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Arm fat mass (L) fat body mass 29,392
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003919/ScoringFiles/PGS003919.txt.gz
PGS003922
(INI23128)
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Trunk fat mass fat body mass 34,357
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003922/ScoringFiles/PGS003922.txt.gz
PGS004375
(X23100.score)
 PGP000561 |
Jung H et al. Commun Biol (2024)
 Whole body fat mass fat body mass 1,059,939
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS004375/ScoringFiles/PGS004375.txt.gz
PGS004386
(X23112.score)
 PGP000561 |
Jung H et al. Commun Biol (2024)
 Leg fat mass (right) fat body mass 1,059,939
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS004386/ScoringFiles/PGS004386.txt.gz
PGS004390
(X23116.score)
 PGP000561 |
Jung H et al. Commun Biol (2024)
 Leg fat mass (left) fat body mass 1,059,939
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS004390/ScoringFiles/PGS004390.txt.gz
PGS004394
(X23120.score)
 PGP000561 |
Jung H et al. Commun Biol (2024)
 Arm fat mass (right) fat body mass 1,059,939
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS004394/ScoringFiles/PGS004394.txt.gz
PGS004398
(X23124.score)
 PGP000561 |
Jung H et al. Commun Biol (2024)
 Arm fat mass (left) fat body mass 1,059,939
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS004398/ScoringFiles/PGS004398.txt.gz
PGS004402
(X23128.score)
 PGP000561 |
Jung H et al. Commun Biol (2024)
 Trunk fat mass fat body mass 1,059,939
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS004402/ScoringFiles/PGS004402.txt.gz

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) 		Evaluated Score 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
PPM008447 PGS001144
(GBE_INI23124)
 PSS005146|
African Ancestry|
6,301 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Arm fat mass (L) — — R²: 0.19829 [0.18093, 0.21564]
Incremental R2 (full-covars): 0.01056
PGS R2 (no covariates): 0.0115 [0.00635, 0.01665]		 age, sex, UKB array type, Genotype PCs —
PPM008448 PGS001144
(GBE_INI23124)
 PSS005147|
East Asian Ancestry|
1,678 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Arm fat mass (L) — — R²: 0.10217 [0.07498, 0.12937]
Incremental R2 (full-covars): 0.01559
PGS R2 (no covariates): 0.04382 [0.02485, 0.06278]		 age, sex, UKB array type, Genotype PCs —
PPM008449 PGS001144
(GBE_INI23124)
 PSS005148|
European Ancestry|
24,458 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Arm fat mass (L) — — R²: 0.11004 [0.10271, 0.11737]
Incremental R2 (full-covars): 0.07159
PGS R2 (no covariates): 0.07386 [0.06761, 0.08012]		 age, sex, UKB array type, Genotype PCs —
PPM008450 PGS001144
(GBE_INI23124)
 PSS005149|
South Asian Ancestry|
7,647 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Arm fat mass (L) — — R²: 0.16359 [0.14861, 0.17857]
Incremental R2 (full-covars): 0.04415
PGS R2 (no covariates): 0.04982 [0.04043, 0.05921]		 age, sex, UKB array type, Genotype PCs —
PPM008451 PGS001144
(GBE_INI23124)
 PSS005150|
European Ancestry|
66,237 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Arm fat mass (L) — — R²: 0.1322 [0.12743, 0.13696]
Incremental R2 (full-covars): 0.07627
PGS R2 (no covariates): 0.07725 [0.07338, 0.08112]		 age, sex, UKB array type, Genotype PCs —
PPM008452 PGS001145
(GBE_INI23120)
 PSS005126|
African Ancestry|
6,302 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Arm fat mass (R) — — R²: 0.20498 [0.18748, 0.22247]
Incremental R2 (full-covars): 0.0099
PGS R2 (no covariates): 0.01125 [0.00615, 0.01635]		 age, sex, UKB array type, Genotype PCs —
PPM008453 PGS001145
(GBE_INI23120)
 PSS005127|
East Asian Ancestry|
1,678 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Arm fat mass (R) — — R²: 0.1096 [0.08166, 0.13753]
Incremental R2 (full-covars): 0.02033
PGS R2 (no covariates): 0.04736 [0.02771, 0.06701]		 age, sex, UKB array type, Genotype PCs —
PPM008454 PGS001145
(GBE_INI23120)
 PSS005128|
European Ancestry|
24,456 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Arm fat mass (R) — — R²: 0.11299 [0.10558, 0.12039]
Incremental R2 (full-covars): 0.07263
PGS R2 (no covariates): 0.07483 [0.06855, 0.08112]		 age, sex, UKB array type, Genotype PCs —
PPM008455 PGS001145
(GBE_INI23120)
 PSS005129|
South Asian Ancestry|
7,649 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Arm fat mass (R) — — R²: 0.1687 [0.15358, 0.18381]
Incremental R2 (full-covars): 0.04455
PGS R2 (no covariates): 0.04978 [0.04039, 0.05916]		 age, sex, UKB array type, Genotype PCs —
PPM008456 PGS001145
(GBE_INI23120)
 PSS005130|
European Ancestry|
66,249 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Arm fat mass (R) — — R²: 0.13668 [0.13186, 0.1415]
Incremental R2 (full-covars): 0.07881
PGS R2 (no covariates): 0.07963 [0.07571, 0.08355]		 age, sex, UKB array type, Genotype PCs —
PPM008459 PGS001146
(GBE_INI23121)
 PSS005133|
European Ancestry|
24,458 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Arm fat-free mass (R) — — R²: 0.76277 [0.75762, 0.76791]
Incremental R2 (full-covars): 0.03623
PGS R2 (no covariates): 0.03786 [0.03321, 0.04251]		 age, sex, UKB array type, Genotype PCs —
PPM008457 PGS001146
(GBE_INI23121)
 PSS005131|
African Ancestry|
6,302 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Arm fat-free mass (R) — — R²: 0.64816 [0.63439, 0.66193]
Incremental R2 (full-covars): 0.00971
PGS R2 (no covariates): 0.01621 [0.01012, 0.02229]		 age, sex, UKB array type, Genotype PCs —
PPM008458 PGS001146
(GBE_INI23121)
 PSS005132|
East Asian Ancestry|
1,678 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Arm fat-free mass (R) — — R²: 0.75781 [0.73783, 0.77779]
Incremental R2 (full-covars): 0.0021
PGS R2 (no covariates): 0.01403 [0.00296, 0.0251]		 age, sex, UKB array type, Genotype PCs —
PPM008460 PGS001146
(GBE_INI23121)
 PSS005134|
South Asian Ancestry|
7,649 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Arm fat-free mass (R) — — R²: 0.70823 [0.69735, 0.7191]
Incremental R2 (full-covars): 0.02714
PGS R2 (no covariates): 0.018 [0.01216, 0.02383]		 age, sex, UKB array type, Genotype PCs —
PPM008461 PGS001146
(GBE_INI23121)
 PSS005135|
European Ancestry|
66,249 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Arm fat-free mass (R) — — R²: 0.75647 [0.75327, 0.75966]
Incremental R2 (full-covars): 0.0401
PGS R2 (no covariates): 0.04083 [0.03791, 0.04376]		 age, sex, UKB array type, Genotype PCs —
PPM008462 PGS001147
(GBE_INI23112)
 PSS005091|
African Ancestry|
6,305 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Leg fat mass (R) — — R²: 0.43888 [0.42081, 0.45695]
Incremental R2 (full-covars): 0.00478
PGS R2 (no covariates): 0.00647 [0.00258, 0.01035]		 age, sex, UKB array type, Genotype PCs —
PPM008463 PGS001147
(GBE_INI23112)
 PSS005092|
East Asian Ancestry|
1,680 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Leg fat mass (R) — — R²: 0.46789 [0.43339, 0.50238]
Incremental R2 (full-covars): -0.00071
PGS R2 (no covariates): 0.03169 [0.01535, 0.04803]		 age, sex, UKB array type, Genotype PCs —
PPM008464 PGS001147
(GBE_INI23112)
 PSS005093|
European Ancestry|
24,463 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Leg fat mass (R) — — R²: 0.34025 [0.33069, 0.34981]
Incremental R2 (full-covars): 0.05666
PGS R2 (no covariates): 0.05548 [0.04995, 0.061]		 age, sex, UKB array type, Genotype PCs —
PPM008465 PGS001147
(GBE_INI23112)
 PSS005094|
South Asian Ancestry|
7,649 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Leg fat mass (R) — — R²: 0.44907 [0.43273, 0.46542]
Incremental R2 (full-covars): 0.02496
PGS R2 (no covariates): 0.03286 [0.0251, 0.04063]		 age, sex, UKB array type, Genotype PCs —
PPM008466 PGS001147
(GBE_INI23112)
 PSS005095|
European Ancestry|
66,259 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Leg fat mass (R) — — R²: 0.37892 [0.37315, 0.38469]
Incremental R2 (full-covars): 0.06155
PGS R2 (no covariates): 0.0616 [0.05808, 0.06511]		 age, sex, UKB array type, Genotype PCs —
PPM008467 PGS001148
(GBE_INI23128)
 PSS005166|
African Ancestry|
6,299 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Trunk fat mass — — R²: 0.07784 [0.06534, 0.09035]
Incremental R2 (full-covars): 0.00763
PGS R2 (no covariates): 0.01681 [0.01061, 0.023]		 age, sex, UKB array type, Genotype PCs —
PPM008468 PGS001148
(GBE_INI23128)
 PSS005167|
East Asian Ancestry|
1,678 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Trunk fat mass — — R²: 0.08471 [0.05946, 0.10995]
Incremental R2 (full-covars): 0.02256
PGS R2 (no covariates): 0.04289 [0.0241, 0.06167]		 age, sex, UKB array type, Genotype PCs —
PPM008469 PGS001148
(GBE_INI23128)
 PSS005168|
European Ancestry|
24,450 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Trunk fat mass — — R²: 0.12525 [0.11756, 0.13293]
Incremental R2 (full-covars): 0.09644
PGS R2 (no covariates): 0.10468 [0.09748, 0.11187]		 age, sex, UKB array type, Genotype PCs —
PPM008470 PGS001148
(GBE_INI23128)
 PSS005169|
South Asian Ancestry|
7,646 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Trunk fat mass — — R²: 0.08664 [0.07474, 0.09855]
Incremental R2 (full-covars): 0.06072
PGS R2 (no covariates): 0.06279 [0.05239, 0.07318]		 age, sex, UKB array type, Genotype PCs —
PPM008471 PGS001148
(GBE_INI23128)
 PSS005170|
European Ancestry|
66,220 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Trunk fat mass — — R²: 0.11749 [0.11293, 0.12206]
Incremental R2 (full-covars): 0.1078
PGS R2 (no covariates): 0.10871 [0.10428, 0.11315]		 age, sex, UKB array type, Genotype PCs —
PPM008475 PGS001149
(GBE_INI23100)
 PSS005044|
South Asian Ancestry|
7,639 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Whole body fat mass — — R²: 0.17436 [0.1591, 0.18963]
Incremental R2 (full-covars): 0.05377
PGS R2 (no covariates): 0.06028 [0.05006, 0.07049]		 age, sex, UKB array type, Genotype PCs —
PPM008472 PGS001149
(GBE_INI23100)
 PSS005041|
African Ancestry|
6,294 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Whole body fat mass — — R²: 0.22098 [0.20318, 0.23878]
Incremental R2 (full-covars): 0.00715
PGS R2 (no covariates): 0.01342 [0.00786, 0.01897]		 age, sex, UKB array type, Genotype PCs —
PPM008473 PGS001149
(GBE_INI23100)
 PSS005042|
East Asian Ancestry|
1,667 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Whole body fat mass — — R²: 0.10565 [0.0781, 0.1332]
Incremental R2 (full-covars): 0.01419
PGS R2 (no covariates): 0.04325 [0.0244, 0.06211]		 age, sex, UKB array type, Genotype PCs —
PPM008474 PGS001149
(GBE_INI23100)
 PSS005043|
European Ancestry|
24,422 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Whole body fat mass — — R²: 0.1432 [0.13515, 0.15125]
Incremental R2 (full-covars): 0.08949
PGS R2 (no covariates): 0.09358 [0.08669, 0.10047]		 age, sex, UKB array type, Genotype PCs —
PPM008476 PGS001149
(GBE_INI23100)
 PSS005045|
European Ancestry|
66,165 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Whole body fat mass — — R²: 0.16366 [0.15856, 0.16877]
Incremental R2 (full-covars): 0.09847
PGS R2 (no covariates): 0.09893 [0.09465, 0.10321]		 age, sex, UKB array type, Genotype PCs —
PPM010483 PGS001951
(portability-PLR_log_fat_mass)
 PSS009444|
European Ancestry|
19,612 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Whole body fat mass — — Partial Correlation (partial-r): 0.3534 [0.3411, 0.3656] sex, age, birth date, deprivation index, 16 PCs —
PPM010484 PGS001951
(portability-PLR_log_fat_mass)
 PSS009218|
European Ancestry|
4,065 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Whole body fat mass — — Partial Correlation (partial-r): 0.3489 [0.3215, 0.3757] sex, age, birth date, deprivation index, 16 PCs —
PPM010485 PGS001951
(portability-PLR_log_fat_mass)
 PSS008772|
European Ancestry|
6,519 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Whole body fat mass — — Partial Correlation (partial-r): 0.3257 [0.3038, 0.3473] sex, age, birth date, deprivation index, 16 PCs —
PPM010486 PGS001951
(portability-PLR_log_fat_mass)
 PSS008546|
Greater Middle Eastern Ancestry|
1,149 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Whole body fat mass — — Partial Correlation (partial-r): 0.2949 [0.2407, 0.3472] sex, age, birth date, deprivation index, 16 PCs —
PPM010487 PGS001951
(portability-PLR_log_fat_mass)
 PSS008324|
South Asian Ancestry|
6,173 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Whole body fat mass — — Partial Correlation (partial-r): 0.292 [0.2689, 0.3146] sex, age, birth date, deprivation index, 16 PCs —
PPM010489 PGS001951
(portability-PLR_log_fat_mass)
 PSS007888|
African Ancestry|
2,418 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Whole body fat mass — — Partial Correlation (partial-r): 0.1615 [0.1223, 0.2002] sex, age, birth date, deprivation index, 16 PCs —
PPM010490 PGS001951
(portability-PLR_log_fat_mass)
 PSS008992|
African Ancestry|
3,794 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Whole body fat mass — — Partial Correlation (partial-r): 0.141 [0.1096, 0.1722] sex, age, birth date, deprivation index, 16 PCs —
PPM010488 PGS001951
(portability-PLR_log_fat_mass)
 PSS008101|
East Asian Ancestry|
1,766 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Whole body fat mass — — Partial Correlation (partial-r): 0.2477 [0.2031, 0.2912] sex, age, birth date, deprivation index, 16 PCs —
PPM012199 PGS002169
(portability-ldpred2_log_fat_mass)
 PSS009444|
European Ancestry|
19,612 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Whole body fat mass — — Partial Correlation (partial-r): 0.3489 [0.3366, 0.3612] sex, age, birth date, deprivation index, 16 PCs —
PPM012201 PGS002169
(portability-ldpred2_log_fat_mass)
 PSS008772|
European Ancestry|
6,519 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Whole body fat mass — — Partial Correlation (partial-r): 0.3303 [0.3085, 0.3518] sex, age, birth date, deprivation index, 16 PCs —
PPM012202 PGS002169
(portability-ldpred2_log_fat_mass)
 PSS008546|
Greater Middle Eastern Ancestry|
1,149 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Whole body fat mass — — Partial Correlation (partial-r): 0.2893 [0.2349, 0.3418] sex, age, birth date, deprivation index, 16 PCs —
PPM012203 PGS002169
(portability-ldpred2_log_fat_mass)
 PSS008324|
South Asian Ancestry|
6,173 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Whole body fat mass — — Partial Correlation (partial-r): 0.2913 [0.2683, 0.314] sex, age, birth date, deprivation index, 16 PCs —
PPM012204 PGS002169
(portability-ldpred2_log_fat_mass)
 PSS008101|
East Asian Ancestry|
1,766 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Whole body fat mass — — Partial Correlation (partial-r): 0.2544 [0.21, 0.2978] sex, age, birth date, deprivation index, 16 PCs —
PPM012205 PGS002169
(portability-ldpred2_log_fat_mass)
 PSS007888|
African Ancestry|
2,418 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Whole body fat mass — — Partial Correlation (partial-r): 0.1745 [0.1355, 0.2131] sex, age, birth date, deprivation index, 16 PCs —
PPM012206 PGS002169
(portability-ldpred2_log_fat_mass)
 PSS008992|
African Ancestry|
3,794 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Whole body fat mass — — Partial Correlation (partial-r): 0.147 [0.1156, 0.1781] sex, age, birth date, deprivation index, 16 PCs —
PPM012200 PGS002169
(portability-ldpred2_log_fat_mass)
 PSS009218|
European Ancestry|
4,065 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Whole body fat mass — — Partial Correlation (partial-r): 0.3562 [0.329, 0.3828] sex, age, birth date, deprivation index, 16 PCs —
PPM017460 PGS003532
(cont-decay-log_fat_mass)
 PSS010896|
European Ancestry|
19,633 individuals
 PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre		 Reported Trait: Whole body fat mass — — partial-R2: 0.13 sex, age, deprivation index, PC1-16 —
PPM017544 PGS003532
(cont-decay-log_fat_mass)
 PSS010812|
European Ancestry|
4,055 individuals
 PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre		 Reported Trait: Whole body fat mass — — partial-R2: 0.12 sex, age, deprivation index, PC1-16 —
PPM017628 PGS003532
(cont-decay-log_fat_mass)
 PSS010644|
European Ancestry|
6,357 individuals
 PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre		 Reported Trait: Whole body fat mass — — partial-R2: 0.11 sex, age, deprivation index, PC1-16 —
PPM017712 PGS003532
(cont-decay-log_fat_mass)
 PSS010560|
Greater Middle Eastern Ancestry|
1,121 individuals
 PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre		 Reported Trait: Whole body fat mass — — partial-R2: 0.08 sex, age, deprivation index, PC1-16 —
PPM017796 PGS003532
(cont-decay-log_fat_mass)
 PSS010224|
European Ancestry|
2,313 individuals
 PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre		 Reported Trait: Whole body fat mass — — partial-R2: 0.11 sex, age, deprivation index, PC1-16 —
PPM017880 PGS003532
(cont-decay-log_fat_mass)
 PSS010476|
South Asian Ancestry|
6,122 individuals
 PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre		 Reported Trait: Whole body fat mass — — partial-R2: 0.09 sex, age, deprivation index, PC1-16 —
PPM017964 PGS003532
(cont-decay-log_fat_mass)
 PSS010392|
East Asian Ancestry|
1,754 individuals
 PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre		 Reported Trait: Whole body fat mass — — partial-R2: 0.05 sex, age, deprivation index, PC1-16 —
PPM018048 PGS003532
(cont-decay-log_fat_mass)
 PSS010308|
African Ancestry|
2,406 individuals
 PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre		 Reported Trait: Whole body fat mass — — partial-R2: 0.03 sex, age, deprivation index, PC1-16 —
PPM018132 PGS003532
(cont-decay-log_fat_mass)
 PSS010728|
African Ancestry|
3,766 individuals
 PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre		 Reported Trait: Whole body fat mass — — partial-R2: 0.02 sex, age, deprivation index, PC1-16 —
PPM018819 PGS003900
(INI23100)
 PSS011125|
European Ancestry|
66,530 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Whole body fat mass — — R²: 0.17244 [0.16727, 0.17762]
PGS R2 (no covariates): 0.1047 [0.10033, 0.10906]
Incremental R2 (full-covars): 0.10407		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018820 PGS003900
(INI23100)
 PSS011107|
European Ancestry|
2,833 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Whole body fat mass — — R²: 0.15896 [0.13456, 0.18336]
PGS R2 (no covariates): 0.11465 [0.09283, 0.13646]
Incremental R2 (full-covars): 0.1146		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018821 PGS003900
(INI23100)
 PSS011115|
South Asian Ancestry|
1,452 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Whole body fat mass — — R²: 0.21253 [0.17571, 0.24935]
PGS R2 (no covariates): 0.09752 [0.06894, 0.1261]
Incremental R2 (full-covars): 0.07719		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018823 PGS003900
(INI23100)
 PSS011164|
Multi-ancestry (excluding European)|
7,824 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Whole body fat mass — — R²: 0.17428 [0.15919, 0.18938]
PGS R2 (no covariates): 0.10059 [0.0881, 0.11308]
Incremental R2 (full-covars): 0.08234		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018822 PGS003900
(INI23100)
 PSS011156|
African Ancestry|
1,166 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Whole body fat mass — — R²: 0.15685 [0.11937, 0.19432]
PGS R2 (no covariates): 0.01295 [0.00035, 0.02556]
Incremental R2 (full-covars): -0.04775		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018869 PGS003910
(INI23112)
 PSS011121|
European Ancestry|
66,612 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Leg fat mass (right) — — R²: 0.3861 [0.38036, 0.39185]
PGS R2 (no covariates): 0.06466 [0.06108, 0.06824]
Incremental R2 (full-covars): 0.06497		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018870 PGS003910
(INI23112)
 PSS011105|
European Ancestry|
2,837 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Leg fat mass (right) — — R²: 0.35972 [0.33178, 0.38767]
PGS R2 (no covariates): 0.0599 [0.04316, 0.07665]
Incremental R2 (full-covars): 0.07014		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018871 PGS003910
(INI23112)
 PSS011118|
South Asian Ancestry|
1,457 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Leg fat mass (right) — — R²: 0.46851 [0.43161, 0.5054]
PGS R2 (no covariates): 0.05268 [0.03063, 0.07474]
Incremental R2 (full-covars): 0.03815		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018872 PGS003910
(INI23112)
 PSS011158|
African Ancestry|
1,169 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Leg fat mass (right) — — R²: 0.41827 [0.37605, 0.46049]
PGS R2 (no covariates): 0.00758 [-0.00212, 0.01727]
Incremental R2 (full-covars): -0.02564		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018873 PGS003910
(INI23112)
 PSS011177|
Multi-ancestry (excluding European)|
7,841 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Leg fat mass (right) — — R²: 0.37114 [0.35436, 0.38791]
PGS R2 (no covariates): 0.06443 [0.05403, 0.07483]
Incremental R2 (full-covars): 0.04941		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018884 PGS003913
(INI23116)
 PSS011123|
European Ancestry|
66,609 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Leg fat mass (left) — — R²: 0.39741 [0.39168, 0.40313]
PGS R2 (no covariates): 0.06313 [0.05959, 0.06668]
Incremental R2 (full-covars): 0.06377		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018885 PGS003913
(INI23116)
 PSS011105|
European Ancestry|
2,837 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Leg fat mass (left) — — R²: 0.37246 [0.34459, 0.40033]
PGS R2 (no covariates): 0.05784 [0.04135, 0.07433]
Incremental R2 (full-covars): 0.06889		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018886 PGS003913
(INI23116)
 PSS011118|
South Asian Ancestry|
1,457 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Leg fat mass (left) — — R²: 0.49254 [0.45642, 0.52866]
PGS R2 (no covariates): 0.05374 [0.0315, 0.07599]
Incremental R2 (full-covars): 0.03687		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018887 PGS003913
(INI23116)
 PSS011158|
African Ancestry|
1,169 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Leg fat mass (left) — — R²: 0.42831 [0.38632, 0.4703]
PGS R2 (no covariates): 0.00783 [-0.00202, 0.01768]
Incremental R2 (full-covars): -0.02241		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018888 PGS003913
(INI23116)
 PSS011177|
Multi-ancestry (excluding European)|
7,841 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Leg fat mass (left) — — R²: 0.38211 [0.36539, 0.39884]
PGS R2 (no covariates): 0.06201 [0.05178, 0.07224]
Incremental R2 (full-covars): 0.04801		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018899 PGS003916
(INI23120)
 PSS011134|
European Ancestry|
66,604 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Arm fat mass (right) — — R²: 0.14871 [0.14377, 0.15365]
PGS R2 (no covariates): 0.08625 [0.08221, 0.09029]
Incremental R2 (full-covars): 0.08473		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018901 PGS003916
(INI23120)
 PSS011118|
South Asian Ancestry|
1,457 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Arm fat mass (right) — — R²: 0.19809 [0.1619, 0.23429]
PGS R2 (no covariates): 0.07372 [0.04821, 0.09922]
Incremental R2 (full-covars): 0.04848		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018902 PGS003916
(INI23120)
 PSS011158|
African Ancestry|
1,169 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Arm fat mass (right) — — R²: 0.13404 [0.09846, 0.16962]
PGS R2 (no covariates): 0.00846 [-0.00178, 0.01869]
Incremental R2 (full-covars): -0.0561		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018903 PGS003916
(INI23120)
 PSS011178|
Multi-ancestry (excluding European)|
7,840 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Arm fat mass (right) — — R²: 0.14567 [0.13139, 0.15994]
PGS R2 (no covariates): 0.0796 [0.06823, 0.09097]
Incremental R2 (full-covars): 0.06809		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018900 PGS003916
(INI23120)
 PSS011105|
European Ancestry|
2,837 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Arm fat mass (right) — — R²: 0.12394 [0.1015, 0.14639]
PGS R2 (no covariates): 0.08183 [0.06272, 0.10095]
Incremental R2 (full-covars): 0.083		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018914 PGS003919
(INI23124)
 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 PGS003919
(INI23124)
 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 PGS003919
(INI23124)
 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 PGS003919
(INI23124)
 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 PGS003919
(INI23124)
 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) —
PPM018929 PGS003922
(INI23128)
 PSS011127|
European Ancestry|
66,580 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Trunk fat mass — — R²: 0.12779 [0.1231, 0.13249]
PGS R2 (no covariates): 0.11593 [0.1114, 0.12047]
Incremental R2 (full-covars): 0.11466		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018930 PGS003922
(INI23128)
 PSS011105|
European Ancestry|
2,837 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Trunk fat mass — — R²: 0.13897 [0.11561, 0.16233]
PGS R2 (no covariates): 0.13241 [0.10944, 0.15539]
Incremental R2 (full-covars): 0.12803		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018931 PGS003922
(INI23128)
 PSS011119|
South Asian Ancestry|
1,456 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Trunk fat mass — — R²: 0.12834 [0.09667, 0.16001]
PGS R2 (no covariates): 0.11437 [0.08399, 0.14474]
Incremental R2 (full-covars): 0.1067		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018932 PGS003922
(INI23128)
 PSS011157|
African Ancestry|
1,168 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Trunk fat mass — — R²: 0.02303 [0.00639, 0.03967]
PGS R2 (no covariates): 0.01601 [0.00204, 0.02998]
Incremental R2 (full-covars): 0.01465		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM018933 PGS003922
(INI23128)
 PSS011163|
Multi-ancestry (excluding European)|
7,838 individuals
 PGP000502 |
Tanigawa Y et al. AJHG (2023)
 Reported Trait: Trunk fat mass — — R²: 0.14605 [0.13176, 0.16034]
PGS R2 (no covariates): 0.1056 [0.09287, 0.11832]
Incremental R2 (full-covars): 0.08711		 age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18) —
PPM020490 PGS004375
(X23100.score)
 PSS011364|
European Ancestry|
56,192 individuals
 PGP000561 |
Jung H et al. Commun Biol (2024)
 Reported Trait: Whole body fat mass — — PGS R2 (no covariates): 0.28222 — —
PPM020501 PGS004386
(X23112.score)
 PSS011364|
European Ancestry|
56,192 individuals
 PGP000561 |
Jung H et al. Commun Biol (2024)
 Reported Trait: Leg fat mass (right) — — PGS R2 (no covariates): 0.22404 — —
PPM020505 PGS004390
(X23116.score)
 PSS011364|
European Ancestry|
56,192 individuals
 PGP000561 |
Jung H et al. Commun Biol (2024)
 Reported Trait: Leg fat mass (left) — — PGS R2 (no covariates): 0.22252 — —
PPM020509 PGS004394
(X23120.score)
 PSS011364|
European Ancestry|
56,192 individuals
 PGP000561 |
Jung H et al. Commun Biol (2024)
 Reported Trait: Arm fat mass (right) — — PGS R2 (no covariates): 0.28262 — —
PPM020513 PGS004398
(X23124.score)
 PSS011364|
European Ancestry|
56,192 individuals
 PGP000561 |
Jung H et al. Commun Biol (2024)
 Reported Trait: Arm fat mass (left) — — PGS R2 (no covariates): 0.28255 — —
PPM020517 PGS004402
(X23128.score)
 PSS011364|
European Ancestry|
56,192 individuals
 PGP000561 |
Jung H et al. Commun Biol (2024)
 Reported Trait: Trunk fat mass — — PGS R2 (no covariates): 0.29231 — —

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
PSS008772 — — 6,519 individuals — European Italy (South Europe) UKB —
PSS011132 — — 66,594 individuals — European
(white British ancestry)		 — UKB —
PSS010728 — — 3,766 individuals,
46.0 % Male samples
 Mean = 51.9 years
Sd = 8.1 years		 African unspecified Nigerian UKB —
PSS011134 — — 66,604 individuals — European
(white British ancestry)		 — UKB —
PSS007888 — — 2,418 individuals — African American or Afro-Caribbean Carribean UKB —
PSS005043 — — 24,422 individuals — European non-white British ancestry UKB —
PSS011156 — — 1,166 individuals — African unspecified — UKB —
PSS011157 — — 1,168 individuals — African unspecified — UKB —
PSS011158 — — 1,169 individuals — African unspecified — UKB —
PSS011162 — — 7,839 individuals — East Asian, Other admixed ancestry East Asian, Other admixed ancestry UKB —
PSS011163 — — 7,838 individuals — East Asian, Other admixed ancestry East Asian, Other admixed ancestry UKB —
PSS011164 — — 7,824 individuals — East Asian, Other admixed ancestry East Asian, Other admixed ancestry UKB —
PSS005045 — — 66,165 individuals — European white British ancestry UKB Testing cohort (heldout set)
PSS008546 — — 1,149 individuals — Greater Middle Eastern (Middle Eastern, North African or Persian) Iran (Middle East) UKB —
PSS010812 — — 4,055 individuals,
37.0 % Male samples
 Mean = 54.3 years
Sd = 7.5 years		 European Polish UKB —
PSS009444 — — 19,612 individuals — European UK (+ Ireland) UKB —
PSS010560 — — 1,121 individuals,
60.0 % Male samples
 Mean = 52.0 years
Sd = 7.9 years		 Greater Middle Eastern (Middle Eastern, North African or Persian) Iranian UKB —
PSS011177 — — 7,841 individuals — East Asian, Other admixed ancestry East Asian, Other admixed ancestry UKB —
PSS010308 — — 2,406 individuals,
36.0 % Male samples
 Mean = 52.5 years
Sd = 8.1 years		 African American or Afro-Caribbean Caribbean UKB —
PSS005091 — — 6,305 individuals — African unspecified — UKB —
PSS005092 — — 1,680 individuals — East Asian — UKB —
PSS005093 — — 24,463 individuals — European non-white British ancestry UKB —
PSS005094 — — 7,649 individuals — South Asian — UKB —
PSS005095 — — 66,259 individuals — European white British ancestry UKB Testing cohort (heldout set)
PSS011178 — — 7,840 individuals — East Asian, Other admixed ancestry East Asian, Other admixed ancestry UKB —
PSS009218 — — 4,065 individuals — European Poland (NE Europe) UKB —
PSS008324 — — 6,173 individuals — South Asian India (South Asia) UKB —
PSS005126 — — 6,302 individuals — African unspecified — UKB —
PSS005127 — — 1,678 individuals — East Asian — UKB —
PSS005128 — — 24,456 individuals — European non-white British ancestry UKB —
PSS005129 — — 7,649 individuals — South Asian — UKB —
PSS005130 — — 66,249 individuals — European white British ancestry UKB Testing cohort (heldout set)
PSS005131 — — 6,302 individuals — African unspecified — UKB —
PSS005132 — — 1,678 individuals — East Asian — UKB —
PSS005133 — — 24,458 individuals — European non-white British ancestry UKB —
PSS005134 — — 7,649 individuals — South Asian — UKB —
PSS005135 — — 66,249 individuals — European white British ancestry UKB Testing cohort (heldout set)
PSS010224 — — 2,313 individuals,
45.0 % Male samples
 Mean = 58.0 years
Sd = 7.1 years		 European Ashkenazi UKB —
PSS010476 — — 6,122 individuals,
54.0 % Male samples
 Mean = 53.3 years
Sd = 8.4 years		 South Asian Indian UKB —
PSS011364 — — 56,192 individuals — European — UKB —
PSS008992 — — 3,794 individuals — African unspecified Nigeria (West Africa) UKB —
PSS011105 — — 2,837 individuals — European
(non-white British ancestry)		 — UKB —
PSS005146 — — 6,301 individuals — African unspecified — UKB —
PSS005147 — — 1,678 individuals — East Asian — UKB —
PSS005148 — — 24,458 individuals — European non-white British ancestry UKB —
PSS005149 — — 7,647 individuals — South Asian — UKB —
PSS005150 — — 66,237 individuals — European white British ancestry UKB Testing cohort (heldout set)
PSS008101 — — 1,766 individuals — East Asian China (East Asia) UKB —
PSS011107 — — 2,833 individuals — European
(non-white British ancestry)		 — UKB —
PSS011115 — — 1,452 individuals — South Asian — UKB —
PSS010392 — — 1,754 individuals,
33.0 % Male samples
 Mean = 52.4 years
Sd = 7.8 years		 East Asian Chinese UKB —
PSS011118 — — 1,457 individuals — South Asian — UKB —
PSS011119 — — 1,456 individuals — South Asian — UKB —
PSS011121 — — 66,612 individuals — European
(white British ancestry)		 — UKB —
PSS011123 — — 66,609 individuals — European
(white British ancestry)		 — UKB —
PSS011125 — — 66,530 individuals — European
(white British ancestry)		 — UKB —
PSS005166 — — 6,299 individuals — African unspecified — UKB —
PSS005167 — — 1,678 individuals — East Asian — UKB —
PSS005168 — — 24,450 individuals — European non-white British ancestry UKB —
PSS005169 — — 7,646 individuals — South Asian — UKB —
PSS005170 — — 66,220 individuals — European white British ancestry UKB Testing cohort (heldout set)
PSS005041 — — 6,294 individuals — African unspecified — UKB —
PSS005044 — — 7,639 individuals — South Asian — UKB —
PSS005042 — — 1,667 individuals — East Asian — UKB —
PSS010896 — — 19,633 individuals,
46.0 % Male samples
 Mean = 56.9 years
Sd = 7.9 years		 European white British UKB —
PSS010644 — — 6,357 individuals,
45.0 % Male samples
 Mean = 54.5 years
Sd = 8.4 years		 European Italian UKB —
PSS011127 — — 66,580 individuals — European
(white British ancestry)		 — UKB —