Trait: body composition measurement

Experimental Factor Ontology (EFO) Information
Identifier EFO_0005106
Description measurement of the percentages of fat, bone and muscle in human bodies
Trait category
Body measurement
Child trait(s) body fat percentage

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
Note: This table shows all PGS for "body composition measurement" and any child terms of this trait in the EFO hierarchy by default.
Polygenic Score ID & Name PGS Publication ID (PGP) Reported Trait Mapped Trait(s) (Ontology) Number of Variants Ancestry distribution Scoring File (FTP Link)
PGS001101
(GBE_INI23099)
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Body fat percentage body fat percentage 27,396
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001101/ScoringFiles/PGS001101.txt.gz
PGS001102
(GBE_INI23123)
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Body fat percentage (left arm) body fat percentage 25,266
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001102/ScoringFiles/PGS001102.txt.gz
PGS001103
(GBE_INI23115)
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Body fat percentage (left leg) body fat percentage 28,134
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001103/ScoringFiles/PGS001103.txt.gz
PGS001104
(GBE_INI23111)
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Body fat percentage (right leg) body fat percentage 28,163
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001104/ScoringFiles/PGS001104.txt.gz
PGS001105
(GBE_INI23127)
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Body fat percentage (trunk fat) body fat percentage 25,651
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001105/ScoringFiles/PGS001105.txt.gz
PGS001106
(GBE_INI23119)
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Arm fat percentage (R) body fat percentage 23,943
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001106/ScoringFiles/PGS001106.txt.gz
PGS001154
(GBE_INI23110)
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Impedance (left arm) body composition measurement 26,740
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001154/ScoringFiles/PGS001154.txt.gz
PGS001155
(GBE_INI23108)
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Impedance (left leg) body composition measurement 28,999
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001155/ScoringFiles/PGS001155.txt.gz
PGS001156
(GBE_INI23109)
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Impedance (right arm) body composition measurement 30,140
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001156/ScoringFiles/PGS001156.txt.gz
PGS001157
(GBE_INI23107)
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Impedance (right leg) body composition measurement 30,300
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001157/ScoringFiles/PGS001157.txt.gz
PGS001158
(GBE_INI23118)
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Left leg mass (predicted) body composition measurement 30,421
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001158/ScoringFiles/PGS001158.txt.gz
PGS001159
(GBE_INI23114)
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Right leg mass (predicted) body composition measurement 32,103
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001159/ScoringFiles/PGS001159.txt.gz
PGS001160
(GBE_INI23130)
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Trunk mass (predicted) body composition measurement 32,685
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001160/ScoringFiles/PGS001160.txt.gz
PGS001161
(GBE_INI23106)
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Whole body impedance body composition measurement 32,218
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001161/ScoringFiles/PGS001161.txt.gz
PGS001917
(portability-PLR_fat_perc)
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Body fat percentage body fat percentage 107,244
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001917/ScoringFiles/PGS001917.txt.gz
PGS001961
(portability-PLR_log_impedance)
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Impedance of whole body body composition measurement 119,500
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001961/ScoringFiles/PGS001961.txt.gz
PGS002133
(portability-ldpred2_fat_perc)
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Body fat percentage body fat percentage 995,419
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS002133/ScoringFiles/PGS002133.txt.gz
PGS002179
(portability-ldpred2_log_impedance)
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Impedance of whole body body composition measurement 978,109
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS002179/ScoringFiles/PGS002179.txt.gz
PGS003509
(cont-decay-fat_perc)
PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre
Body fat percentage body fat percentage 979,739
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003509/ScoringFiles/PGS003509.txt.gz
PGS003899
(INI23099)
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Body fat percentage body fat percentage 34,374
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003899/ScoringFiles/PGS003899.txt.gz
PGS003904
(INI23106)
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Impedance of whole body body composition measurement 42,265
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003904/ScoringFiles/PGS003904.txt.gz
PGS003905
(INI23107)
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Impedance of leg (R) body composition measurement 38,218
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003905/ScoringFiles/PGS003905.txt.gz
PGS003906
(INI23108)
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Impedance of leg (L) body composition measurement 36,063
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003906/ScoringFiles/PGS003906.txt.gz
PGS003907
(INI23109)
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Impedance of arm (R) body composition measurement 35,455
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003907/ScoringFiles/PGS003907.txt.gz
PGS003908
(INI23110)
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Impedance of arm (L) body composition measurement 36,052
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003908/ScoringFiles/PGS003908.txt.gz
PGS003909
(INI23111)
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Leg fat percentage (R) body fat percentage 32,758
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003909/ScoringFiles/PGS003909.txt.gz
PGS003912
(INI23115)
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Leg fat percentage (L) body fat percentage 33,293
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003912/ScoringFiles/PGS003912.txt.gz
PGS003915
(INI23119)
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Arm fat percentage (R) body fat percentage 32,448
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003915/ScoringFiles/PGS003915.txt.gz
PGS003918
(INI23123)
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Arm fat percentage (L) body fat percentage 32,450
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003918/ScoringFiles/PGS003918.txt.gz
PGS003921
(INI23127)
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Trunk fat percentage body fat percentage 32,770
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003921/ScoringFiles/PGS003921.txt.gz
PGS004374
(X23099.score)
PGP000561 |
Jung H et al. Commun Biol (2024)
Body fat percentage body fat percentage 1,059,939
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS004374/ScoringFiles/PGS004374.txt.gz
PGS004385
(X23111.score)
PGP000561 |
Jung H et al. Commun Biol (2024)
Leg fat percentage (right) body fat percentage 1,059,939
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS004385/ScoringFiles/PGS004385.txt.gz
PGS004389
(X23115.score)
PGP000561 |
Jung H et al. Commun Biol (2024)
Leg fat percentage (left) body fat percentage 1,059,939
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS004389/ScoringFiles/PGS004389.txt.gz
PGS004393
(X23119.score)
PGP000561 |
Jung H et al. Commun Biol (2024)
Arm fat percentage (right) body fat percentage 1,059,939
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS004393/ScoringFiles/PGS004393.txt.gz
PGS004397
(X23123.score)
PGP000561 |
Jung H et al. Commun Biol (2024)
Arm fat percentage (left) body fat percentage 1,059,939
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS004397/ScoringFiles/PGS004397.txt.gz
PGS004401
(X23127.score)
PGP000561 |
Jung H et al. Commun Biol (2024)
Trunk fat percentage body fat percentage 1,059,939
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS004401/ScoringFiles/PGS004401.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
PPM008244 PGS001101
(GBE_INI23099)
PSS005036|
African Ancestry|
6,300 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Body fat % : 0.58609 [0.57069, 0.6015]
Incremental R2 (full-covars): -0.00196
PGS R2 (no covariates): 0.00632 [0.00248, 0.01016]
age, sex, UKB array type, Genotype PCs
PPM008245 PGS001101
(GBE_INI23099)
PSS005037|
East Asian Ancestry|
1,677 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Body fat % : 0.43955 [0.40434, 0.47477]
Incremental R2 (full-covars): 0.00787
PGS R2 (no covariates): 0.03564 [0.01839, 0.05289]
age, sex, UKB array type, Genotype PCs
PPM008246 PGS001101
(GBE_INI23099)
PSS005038|
European Ancestry|
24,454 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Body fat % : 0.46731 [0.45827, 0.47636]
Incremental R2 (full-covars): 0.0533
PGS R2 (no covariates): 0.04958 [0.04432, 0.05483]
age, sex, UKB array type, Genotype PCs
PPM008247 PGS001101
(GBE_INI23099)
PSS005039|
South Asian Ancestry|
7,645 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Body fat % : 0.56822 [0.5538, 0.58263]
Incremental R2 (full-covars): 0.01844
PGS R2 (no covariates): 0.0265 [0.01948, 0.03351]
age, sex, UKB array type, Genotype PCs
PPM008248 PGS001101
(GBE_INI23099)
PSS005040|
European Ancestry|
66,227 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Body fat % : 0.51245 [0.50718, 0.51771]
Incremental R2 (full-covars): 0.05409
PGS R2 (no covariates): 0.05282 [0.04954, 0.05611]
age, sex, UKB array type, Genotype PCs
PPM008253 PGS001102
(GBE_INI23123)
PSS005145|
European Ancestry|
66,244 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Arm fat % (L) : 0.51263 [0.50736, 0.5179]
Incremental R2 (full-covars): 0.04899
PGS R2 (no covariates): 0.04847 [0.04531, 0.05163]
age, sex, UKB array type, Genotype PCs
PPM008249 PGS001102
(GBE_INI23123)
PSS005141|
African Ancestry|
6,301 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Arm fat % (L) Incremental R2 (full-covars): -3e-05
: 0.60446 [0.58951, 0.61941]
PGS R2 (no covariates): 0.00397 [0.00092, 0.00702]
age, sex, UKB array type, Genotype PCs
PPM008250 PGS001102
(GBE_INI23123)
PSS005142|
East Asian Ancestry|
1,678 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Arm fat % (L) : 0.47666 [0.44242, 0.5109]
Incremental R2 (full-covars): 0.00986
PGS R2 (no covariates): 0.03708 [0.01951, 0.05465]
age, sex, UKB array type, Genotype PCs
PPM008251 PGS001102
(GBE_INI23123)
PSS005143|
European Ancestry|
24,458 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Arm fat % (L) : 0.46034 [0.45125, 0.46943]
Incremental R2 (full-covars): 0.05013
PGS R2 (no covariates): 0.04532 [0.04027, 0.05037]
age, sex, UKB array type, Genotype PCs
PPM008252 PGS001102
(GBE_INI23123)
PSS005144|
South Asian Ancestry|
7,648 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Arm fat % (L) : 0.60959 [0.59609, 0.62308]
Incremental R2 (full-covars): 0.02061
PGS R2 (no covariates): 0.02621 [0.01923, 0.03318]
age, sex, UKB array type, Genotype PCs
PPM008256 PGS001103
(GBE_INI23115)
PSS005108|
European Ancestry|
24,461 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg fat % (L) : 0.76237 [0.75721, 0.76752]
Incremental R2 (full-covars): 0.02314
PGS R2 (no covariates): 0.01668 [0.01353, 0.01984]
age, sex, UKB array type, Genotype PCs
PPM008254 PGS001103
(GBE_INI23115)
PSS005106|
African Ancestry|
6,304 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg fat % (L) : 0.80234 [0.79373, 0.81095]
Incremental R2 (full-covars): -0.00147
PGS R2 (no covariates): 0.0021 [-0.00012, 0.00432]
age, sex, UKB array type, Genotype PCs
PPM008255 PGS001103
(GBE_INI23115)
PSS005107|
East Asian Ancestry|
1,679 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg fat % (L) : 0.8031 [0.78638, 0.81982]
Incremental R2 (full-covars): 2e-05
PGS R2 (no covariates): 0.01698 [0.00484, 0.02912]
age, sex, UKB array type, Genotype PCs
PPM008257 PGS001103
(GBE_INI23115)
PSS005109|
South Asian Ancestry|
7,649 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg fat % (L) : 0.82056 [0.81337, 0.82776]
Incremental R2 (full-covars): 0.00571
PGS R2 (no covariates): 0.00973 [0.00541, 0.01406]
age, sex, UKB array type, Genotype PCs
PPM008258 PGS001103
(GBE_INI23115)
PSS005110|
European Ancestry|
66,256 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg fat % (L) : 0.78472 [0.78184, 0.7876]
Incremental R2 (full-covars): 0.02307
PGS R2 (no covariates): 0.02257 [0.02035, 0.02479]
age, sex, UKB array type, Genotype PCs
PPM008259 PGS001104
(GBE_INI23111)
PSS005086|
African Ancestry|
6,305 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg fat % (R) : 0.78127 [0.77187, 0.79066]
Incremental R2 (full-covars): -0.00315
PGS R2 (no covariates): 0.00173 [-0.00029, 0.00375]
age, sex, UKB array type, Genotype PCs
PPM008260 PGS001104
(GBE_INI23111)
PSS005087|
East Asian Ancestry|
1,680 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg fat % (R) : 0.78811 [0.77028, 0.80593]
Incremental R2 (full-covars): 0.00106
PGS R2 (no covariates): 0.01989 [0.00679, 0.03299]
age, sex, UKB array type, Genotype PCs
PPM008261 PGS001104
(GBE_INI23111)
PSS005088|
European Ancestry|
24,463 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg fat % (R) : 0.74105 [0.73551, 0.74658]
Incremental R2 (full-covars): 0.02472
PGS R2 (no covariates): 0.01874 [0.0154, 0.02207]
age, sex, UKB array type, Genotype PCs
PPM008262 PGS001104
(GBE_INI23111)
PSS005089|
South Asian Ancestry|
7,649 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg fat % (R) : 0.7979 [0.78991, 0.80589]
Incremental R2 (full-covars): 0.00504
PGS R2 (no covariates): 0.00957 [0.00528, 0.01386]
age, sex, UKB array type, Genotype PCs
PPM008263 PGS001104
(GBE_INI23111)
PSS005090|
European Ancestry|
66,260 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg fat % (R) : 0.7638 [0.76069, 0.76692]
Incremental R2 (full-covars): 0.02467
PGS R2 (no covariates): 0.02454 [0.02223, 0.02685]
age, sex, UKB array type, Genotype PCs
PPM008264 PGS001105
(GBE_INI23127)
PSS005161|
African Ancestry|
6,299 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Trunk fat % : 0.33345 [0.31474, 0.35216]
Incremental R2 (full-covars): -0.0012
PGS R2 (no covariates): 0.01046 [0.00554, 0.01538]
age, sex, UKB array type, Genotype PCs
PPM008265 PGS001105
(GBE_INI23127)
PSS005162|
East Asian Ancestry|
1,678 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Trunk fat % : 0.13249 [0.10257, 0.16242]
Incremental R2 (full-covars): 0.02072
PGS R2 (no covariates): 0.03925 [0.02121, 0.05729]
age, sex, UKB array type, Genotype PCs
PPM008266 PGS001105
(GBE_INI23127)
PSS005163|
European Ancestry|
24,452 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Trunk fat % : 0.23391 [0.22471, 0.24311]
Incremental R2 (full-covars): 0.07149
PGS R2 (no covariates): 0.07404 [0.06778, 0.0803]
age, sex, UKB array type, Genotype PCs
PPM008267 PGS001105
(GBE_INI23127)
PSS005164|
South Asian Ancestry|
7,646 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Trunk fat % : 0.26434 [0.2476, 0.28109]
Incremental R2 (full-covars): 0.03313
PGS R2 (no covariates): 0.04146 [0.03282, 0.05011]
age, sex, UKB array type, Genotype PCs
PPM008268 PGS001105
(GBE_INI23127)
PSS005165|
European Ancestry|
66,224 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Trunk fat % : 0.26796 [0.26224, 0.27368]
Incremental R2 (full-covars): 0.07557
PGS R2 (no covariates): 0.07501 [0.07118, 0.07883]
age, sex, UKB array type, Genotype PCs
PPM008269 PGS001106
(GBE_INI23119)
PSS005121|
African Ancestry|
6,302 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Arm fat % (R) : 0.61876 [0.60418, 0.63333]
Incremental R2 (full-covars): 0.0012
PGS R2 (no covariates): 0.00365 [0.00072, 0.00657]
age, sex, UKB array type, Genotype PCs
PPM008270 PGS001106
(GBE_INI23119)
PSS005122|
East Asian Ancestry|
1,678 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Arm fat % (R) : 0.46296 [0.42833, 0.49759]
Incremental R2 (full-covars): 0.00917
PGS R2 (no covariates): 0.03415 [0.01724, 0.05107]
age, sex, UKB array type, Genotype PCs
PPM008271 PGS001106
(GBE_INI23119)
PSS005123|
European Ancestry|
24,458 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Arm fat % (R) : 0.45741 [0.4483, 0.46653]
Incremental R2 (full-covars): 0.04769
PGS R2 (no covariates): 0.04324 [0.03829, 0.04818]
age, sex, UKB array type, Genotype PCs
PPM008272 PGS001106
(GBE_INI23119)
PSS005124|
South Asian Ancestry|
7,649 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Arm fat % (R) : 0.62976 [0.61675, 0.64277]
Incremental R2 (full-covars): 0.0194
PGS R2 (no covariates): 0.02347 [0.01685, 0.0301]
age, sex, UKB array type, Genotype PCs
PPM008273 PGS001106
(GBE_INI23119)
PSS005125|
European Ancestry|
66,253 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Arm fat % (R) : 0.5084 [0.50311, 0.51369]
Incremental R2 (full-covars): 0.04751
PGS R2 (no covariates): 0.04648 [0.04338, 0.04959]
age, sex, UKB array type, Genotype PCs
PPM008492 PGS001154
(GBE_INI23110)
PSS005081|
African Ancestry|
6,310 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of arm (L) : 0.40184 [0.38341, 0.42027]
Incremental R2 (full-covars): 0.00929
PGS R2 (no covariates): 0.01779 [0.01142, 0.02415]
age, sex, UKB array type, Genotype PCs
PPM008493 PGS001154
(GBE_INI23110)
PSS005082|
East Asian Ancestry|
1,681 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of arm (L) : 0.57437 [0.5438, 0.60494]
Incremental R2 (full-covars): 0.01873
PGS R2 (no covariates): 0.01902 [0.0062, 0.03184]
age, sex, UKB array type, Genotype PCs
PPM008494 PGS001154
(GBE_INI23110)
PSS005083|
European Ancestry|
24,474 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of arm (L) : 0.57497 [0.56697, 0.58297]
Incremental R2 (full-covars): 0.0528
PGS R2 (no covariates): 0.05187 [0.0465, 0.05723]
age, sex, UKB array type, Genotype PCs
PPM008495 PGS001154
(GBE_INI23110)
PSS005084|
South Asian Ancestry|
7,653 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of arm (L) : 0.53183 [0.51672, 0.54695]
Incremental R2 (full-covars): 0.03819
PGS R2 (no covariates): 0.03481 [0.02684, 0.04279]
age, sex, UKB array type, Genotype PCs
PPM008496 PGS001154
(GBE_INI23110)
PSS005085|
European Ancestry|
66,310 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of arm (L) : 0.58392 [0.57912, 0.58872]
Incremental R2 (full-covars): 0.05546
PGS R2 (no covariates): 0.05563 [0.05227, 0.05899]
age, sex, UKB array type, Genotype PCs
PPM008497 PGS001155
(GBE_INI23108)
PSS005071|
African Ancestry|
6,310 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of leg (L) : 0.09719 [0.08351, 0.11087]
Incremental R2 (full-covars): 0.01992
PGS R2 (no covariates): 0.0278 [0.01992, 0.03567]
age, sex, UKB array type, Genotype PCs
PPM008498 PGS001155
(GBE_INI23108)
PSS005072|
East Asian Ancestry|
1,681 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of leg (L) : 0.31023 [0.27382, 0.34664]
Incremental R2 (full-covars): 0.0341
PGS R2 (no covariates): 0.0409 [0.02252, 0.05928]
age, sex, UKB array type, Genotype PCs
PPM008499 PGS001155
(GBE_INI23108)
PSS005073|
European Ancestry|
24,474 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of leg (L) : 0.28199 [0.27252, 0.29146]
Incremental R2 (full-covars): 0.09762
PGS R2 (no covariates): 0.09753 [0.09054, 0.10453]
age, sex, UKB array type, Genotype PCs
PPM008500 PGS001155
(GBE_INI23108)
PSS005074|
South Asian Ancestry|
7,653 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of leg (L) : 0.20912 [0.1931, 0.22513]
Incremental R2 (full-covars): 0.07366
PGS R2 (no covariates): 0.07706 [0.06572, 0.0884]
age, sex, UKB array type, Genotype PCs
PPM008501 PGS001155
(GBE_INI23108)
PSS005075|
European Ancestry|
66,310 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of leg (L) : 0.284 [0.27824, 0.28976]
Incremental R2 (full-covars): 0.10535
PGS R2 (no covariates): 0.10691 [0.1025, 0.11132]
age, sex, UKB array type, Genotype PCs
PPM008502 PGS001156
(GBE_INI23109)
PSS005076|
African Ancestry|
6,310 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of arm (R) : 0.39048 [0.37197, 0.40899]
Incremental R2 (full-covars): 0.00926
PGS R2 (no covariates): 0.01716 [0.0109, 0.02342]
age, sex, UKB array type, Genotype PCs
PPM008503 PGS001156
(GBE_INI23109)
PSS005077|
East Asian Ancestry|
1,681 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of arm (R) : 0.54175 [0.50979, 0.57371]
Incremental R2 (full-covars): 0.0153
PGS R2 (no covariates): 0.02132 [0.00778, 0.03486]
age, sex, UKB array type, Genotype PCs
PPM008504 PGS001156
(GBE_INI23109)
PSS005078|
European Ancestry|
24,473 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of arm (R) : 0.57975 [0.5718, 0.58769]
Incremental R2 (full-covars): 0.05372
PGS R2 (no covariates): 0.0533 [0.04787, 0.05873]
age, sex, UKB array type, Genotype PCs
PPM008505 PGS001156
(GBE_INI23109)
PSS005079|
South Asian Ancestry|
7,653 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of arm (R) : 0.53386 [0.51878, 0.54894]
Incremental R2 (full-covars): 0.03597
PGS R2 (no covariates): 0.03083 [0.02329, 0.03836]
age, sex, UKB array type, Genotype PCs
PPM008506 PGS001156
(GBE_INI23109)
PSS005080|
European Ancestry|
66,307 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of arm (R) : 0.57547 [0.57061, 0.58033]
Incremental R2 (full-covars): 0.05379
PGS R2 (no covariates): 0.05414 [0.05082, 0.05746]
age, sex, UKB array type, Genotype PCs
PPM008507 PGS001157
(GBE_INI23107)
PSS005066|
African Ancestry|
6,310 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of leg (R) : 0.10262 [0.08864, 0.11659]
Incremental R2 (full-covars): 0.02186
PGS R2 (no covariates): 0.02948 [0.02138, 0.03758]
age, sex, UKB array type, Genotype PCs
PPM008508 PGS001157
(GBE_INI23107)
PSS005067|
East Asian Ancestry|
1,681 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of leg (R) : 0.29891 [0.26259, 0.33523]
Incremental R2 (full-covars): 0.03502
PGS R2 (no covariates): 0.04108 [0.02267, 0.0595]
age, sex, UKB array type, Genotype PCs
PPM008509 PGS001157
(GBE_INI23107)
PSS005068|
European Ancestry|
24,475 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of leg (R) : 0.28612 [0.27664, 0.2956]
Incremental R2 (full-covars): 0.09428
PGS R2 (no covariates): 0.09552 [0.08858, 0.10246]
age, sex, UKB array type, Genotype PCs
PPM008510 PGS001157
(GBE_INI23107)
PSS005069|
South Asian Ancestry|
7,653 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of leg (R) : 0.21686 [0.20071, 0.23301]
Incremental R2 (full-covars): 0.07215
PGS R2 (no covariates): 0.07533 [0.06409, 0.08656]
age, sex, UKB array type, Genotype PCs
PPM008511 PGS001157
(GBE_INI23107)
PSS005070|
European Ancestry|
66,310 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of leg (R) : 0.29573 [0.28995, 0.30151]
Incremental R2 (full-covars): 0.10489
PGS R2 (no covariates): 0.10727 [0.10286, 0.11169]
age, sex, UKB array type, Genotype PCs
PPM008512 PGS001158
(GBE_INI23118)
PSS005116|
African Ancestry|
6,303 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg pred. mass (L) : 0.54551 [0.52919, 0.56183]
Incremental R2 (full-covars): 0.0082
PGS R2 (no covariates): 0.01474 [0.00892, 0.02055]
age, sex, UKB array type, Genotype PCs
PPM008513 PGS001158
(GBE_INI23118)
PSS005117|
East Asian Ancestry|
1,679 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg pred. mass (L) Incremental R2 (full-covars): 0.00295
: 0.73419 [0.71261, 0.75577]
PGS R2 (no covariates): 0.01537 [0.0038, 0.02694]
age, sex, UKB array type, Genotype PCs
PPM008514 PGS001158
(GBE_INI23118)
PSS005118|
European Ancestry|
24,460 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg pred. mass (L) : 0.70945 [0.70337, 0.71553]
Incremental R2 (full-covars): 0.04284
PGS R2 (no covariates): 0.04473 [0.03971, 0.04975]
age, sex, UKB array type, Genotype PCs
PPM008515 PGS001158
(GBE_INI23118)
PSS005119|
South Asian Ancestry|
7,649 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg pred. mass (L) : 0.66073 [0.64852, 0.67294]
Incremental R2 (full-covars): 0.03274
PGS R2 (no covariates): 0.02543 [0.01855, 0.03231]
age, sex, UKB array type, Genotype PCs
PPM008516 PGS001158
(GBE_INI23118)
PSS005120|
European Ancestry|
66,253 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg pred. mass (L) : 0.7033 [0.69954, 0.70705]
Incremental R2 (full-covars): 0.0494
PGS R2 (no covariates): 0.04898 [0.0458, 0.05216]
age, sex, UKB array type, Genotype PCs
PPM008517 PGS001159
(GBE_INI23114)
PSS005101|
African Ancestry|
6,305 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg pred. mass (R) : 0.55037 [0.53416, 0.56658]
Incremental R2 (full-covars): 0.00902
PGS R2 (no covariates): 0.01506 [0.00918, 0.02093]
age, sex, UKB array type, Genotype PCs
PPM008518 PGS001159
(GBE_INI23114)
PSS005102|
East Asian Ancestry|
1,680 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg pred. mass (R) : 0.73877 [0.71749, 0.76005]
Incremental R2 (full-covars): 0.00137
PGS R2 (no covariates): 0.01373 [0.00278, 0.02468]
age, sex, UKB array type, Genotype PCs
PPM008519 PGS001159
(GBE_INI23114)
PSS005103|
European Ancestry|
24,461 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg pred. mass (R) : 0.71438 [0.70839, 0.72038]
Incremental R2 (full-covars): 0.04346
PGS R2 (no covariates): 0.04404 [0.03906, 0.04902]
age, sex, UKB array type, Genotype PCs
PPM008520 PGS001159
(GBE_INI23114)
PSS005104|
South Asian Ancestry|
7,649 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg pred. mass (R) Incremental R2 (full-covars): 0.03277
: 0.66736 [0.65533, 0.67939]
PGS R2 (no covariates): 0.02632 [0.01932, 0.03331]
age, sex, UKB array type, Genotype PCs
PPM008521 PGS001159
(GBE_INI23114)
PSS005105|
European Ancestry|
66,257 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Leg pred. mass (R) : 0.70913 [0.70543, 0.71283]
Incremental R2 (full-covars): 0.04958
PGS R2 (no covariates): 0.04812 [0.04497, 0.05127]
age, sex, UKB array type, Genotype PCs
PPM008522 PGS001160
(GBE_INI23130)
PSS005176|
African Ancestry|
6,298 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Trunk pred. mass : 0.60813 [0.59327, 0.62298]
Incremental R2 (full-covars): 0.01103
PGS R2 (no covariates): 0.01817 [0.01174, 0.0246]
age, sex, UKB array type, Genotype PCs
PPM008523 PGS001160
(GBE_INI23130)
PSS005177|
East Asian Ancestry|
1,677 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Trunk pred. mass : 0.74648 [0.72572, 0.76724]
Incremental R2 (full-covars): 0.01277
PGS R2 (no covariates): 0.02185 [0.00815, 0.03555]
age, sex, UKB array type, Genotype PCs
PPM008524 PGS001160
(GBE_INI23130)
PSS005178|
European Ancestry|
24,444 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Trunk pred. mass : 0.76821 [0.76317, 0.77326]
Incremental R2 (full-covars): 0.04598
PGS R2 (no covariates): 0.04582 [0.04074, 0.05089]
age, sex, UKB array type, Genotype PCs
PPM008525 PGS001160
(GBE_INI23130)
PSS005179|
South Asian Ancestry|
7,642 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Trunk pred. mass : 0.69886 [0.68771, 0.71]
Incremental R2 (full-covars): 0.03651
PGS R2 (no covariates): 0.03063 [0.02312, 0.03815]
age, sex, UKB array type, Genotype PCs
PPM008526 PGS001160
(GBE_INI23130)
PSS005180|
European Ancestry|
66,204 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Trunk pred. mass : 0.7731 [0.77009, 0.77611]
Incremental R2 (full-covars): 0.05059
PGS R2 (no covariates): 0.05155 [0.0483, 0.0548]
age, sex, UKB array type, Genotype PCs
PPM008527 PGS001161
(GBE_INI23106)
PSS005061|
African Ancestry|
6,310 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of whole body : 0.29554 [0.27692, 0.31415]
Incremental R2 (full-covars): 0.01724
PGS R2 (no covariates): 0.02715 [0.01936, 0.03494]
age, sex, UKB array type, Genotype PCs
PPM008528 PGS001161
(GBE_INI23106)
PSS005062|
East Asian Ancestry|
1,681 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of whole body : 0.51675 [0.48383, 0.54967]
Incremental R2 (full-covars): 0.02489
PGS R2 (no covariates): 0.02929 [0.01355, 0.04503]
age, sex, UKB array type, Genotype PCs
PPM008529 PGS001161
(GBE_INI23106)
PSS005063|
European Ancestry|
24,471 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of whole body : 0.50936 [0.50067, 0.51806]
Incremental R2 (full-covars): 0.07566
PGS R2 (no covariates): 0.07383 [0.06758, 0.08008]
age, sex, UKB array type, Genotype PCs
PPM008530 PGS001161
(GBE_INI23106)
PSS005064|
South Asian Ancestry|
7,651 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of whole body : 0.44125 [0.42482, 0.45769]
Incremental R2 (full-covars): 0.05615
PGS R2 (no covariates): 0.05272 [0.04309, 0.06235]
age, sex, UKB array type, Genotype PCs
PPM008531 PGS001161
(GBE_INI23106)
PSS005065|
European Ancestry|
66,304 individuals
PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
Reported Trait: Impedance of whole body : 0.51927 [0.51404, 0.5245]
Incremental R2 (full-covars): 0.08047
PGS R2 (no covariates): 0.08089 [0.07694, 0.08483]
age, sex, UKB array type, Genotype PCs
PPM010219 PGS001917
(portability-PLR_fat_perc)
PSS009405|
European Ancestry|
19,632 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Body fat percentage Partial Correlation (partial-r): 0.3451 [0.3327, 0.3573] sex, age, birth date, deprivation index, 16 PCs
PPM010220 PGS001917
(portability-PLR_fat_perc)
PSS009179|
European Ancestry|
4,073 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Body fat percentage Partial Correlation (partial-r): 0.3424 [0.3149, 0.3693] sex, age, birth date, deprivation index, 16 PCs
PPM010221 PGS001917
(portability-PLR_fat_perc)
PSS008733|
European Ancestry|
6,533 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Body fat percentage Partial Correlation (partial-r): 0.3184 [0.2964, 0.3401] sex, age, birth date, deprivation index, 16 PCs
PPM010222 PGS001917
(portability-PLR_fat_perc)
PSS008507|
Greater Middle Eastern Ancestry|
1,151 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Body fat percentage Partial Correlation (partial-r): 0.286 [0.2316, 0.3386] sex, age, birth date, deprivation index, 16 PCs
PPM010223 PGS001917
(portability-PLR_fat_perc)
PSS008285|
South Asian Ancestry|
6,180 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Body fat percentage Partial Correlation (partial-r): 0.2751 [0.2518, 0.298] sex, age, birth date, deprivation index, 16 PCs
PPM010224 PGS001917
(portability-PLR_fat_perc)
PSS008062|
East Asian Ancestry|
1,779 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Body fat percentage Partial Correlation (partial-r): 0.2312 [0.1865, 0.275] sex, age, birth date, deprivation index, 16 PCs
PPM010225 PGS001917
(portability-PLR_fat_perc)
PSS007849|
African Ancestry|
2,418 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Body fat percentage Partial Correlation (partial-r): 0.1519 [0.1126, 0.1908] sex, age, birth date, deprivation index, 16 PCs
PPM010226 PGS001917
(portability-PLR_fat_perc)
PSS008953|
African Ancestry|
3,799 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Body fat percentage Partial Correlation (partial-r): 0.1483 [0.1169, 0.1793] sex, age, birth date, deprivation index, 16 PCs
PPM010563 PGS001961
(portability-PLR_log_impedance)
PSS009450|
European Ancestry|
19,624 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Impedance of whole body Partial Correlation (partial-r): 0.4099 [0.3982, 0.4215] sex, age, birth date, deprivation index, 16 PCs
PPM010564 PGS001961
(portability-PLR_log_impedance)
PSS009224|
European Ancestry|
4,069 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Impedance of whole body Partial Correlation (partial-r): 0.4104 [0.3845, 0.4357] sex, age, birth date, deprivation index, 16 PCs
PPM010565 PGS001961
(portability-PLR_log_impedance)
PSS008778|
European Ancestry|
6,535 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Impedance of whole body Partial Correlation (partial-r): 0.3868 [0.366, 0.4073] sex, age, birth date, deprivation index, 16 PCs
PPM010566 PGS001961
(portability-PLR_log_impedance)
PSS008552|
Greater Middle Eastern Ancestry|
1,151 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Impedance of whole body Partial Correlation (partial-r): 0.4087 [0.359, 0.4561] sex, age, birth date, deprivation index, 16 PCs
PPM010567 PGS001961
(portability-PLR_log_impedance)
PSS008330|
South Asian Ancestry|
6,178 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Impedance of whole body Partial Correlation (partial-r): 0.366 [0.3441, 0.3874] sex, age, birth date, deprivation index, 16 PCs
PPM010568 PGS001961
(portability-PLR_log_impedance)
PSS008107|
East Asian Ancestry|
1,782 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Impedance of whole body Partial Correlation (partial-r): 0.2675 [0.2236, 0.3104] sex, age, birth date, deprivation index, 16 PCs
PPM010569 PGS001961
(portability-PLR_log_impedance)
PSS007894|
African Ancestry|
2,417 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Impedance of whole body Partial Correlation (partial-r): 0.229 [0.1907, 0.2666] sex, age, birth date, deprivation index, 16 PCs
PPM010570 PGS001961
(portability-PLR_log_impedance)
PSS008998|
African Ancestry|
3,798 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Impedance of whole body Partial Correlation (partial-r): 0.1708 [0.1397, 0.2016] sex, age, birth date, deprivation index, 16 PCs
PPM011919 PGS002133
(portability-ldpred2_fat_perc)
PSS009405|
European Ancestry|
19,632 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Body fat percentage Partial Correlation (partial-r): 0.3443 [0.3319, 0.3566] sex, age, birth date, deprivation index, 16 PCs
PPM011920 PGS002133
(portability-ldpred2_fat_perc)
PSS009179|
European Ancestry|
4,073 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Body fat percentage Partial Correlation (partial-r): 0.3456 [0.3182, 0.3724] sex, age, birth date, deprivation index, 16 PCs
PPM011921 PGS002133
(portability-ldpred2_fat_perc)
PSS008733|
European Ancestry|
6,533 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Body fat percentage Partial Correlation (partial-r): 0.3256 [0.3037, 0.3472] sex, age, birth date, deprivation index, 16 PCs
PPM011922 PGS002133
(portability-ldpred2_fat_perc)
PSS008507|
Greater Middle Eastern Ancestry|
1,151 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Body fat percentage Partial Correlation (partial-r): 0.2896 [0.2353, 0.3421] sex, age, birth date, deprivation index, 16 PCs
PPM011923 PGS002133
(portability-ldpred2_fat_perc)
PSS008285|
South Asian Ancestry|
6,180 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Body fat percentage Partial Correlation (partial-r): 0.273 [0.2497, 0.2959] sex, age, birth date, deprivation index, 16 PCs
PPM011924 PGS002133
(portability-ldpred2_fat_perc)
PSS008062|
East Asian Ancestry|
1,779 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Body fat percentage Partial Correlation (partial-r): 0.2302 [0.1854, 0.274] sex, age, birth date, deprivation index, 16 PCs
PPM011925 PGS002133
(portability-ldpred2_fat_perc)
PSS007849|
African Ancestry|
2,418 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Body fat percentage Partial Correlation (partial-r): 0.153 [0.1136, 0.1918] sex, age, birth date, deprivation index, 16 PCs
PPM011926 PGS002133
(portability-ldpred2_fat_perc)
PSS008953|
African Ancestry|
3,799 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Body fat percentage Partial Correlation (partial-r): 0.1577 [0.1265, 0.1887] sex, age, birth date, deprivation index, 16 PCs
PPM020884 PGS002133
(portability-ldpred2_fat_perc)
PSS011442|
European Ancestry|
564 individuals
PGP000599 |
Guarischi-Sousa R et al. Circ Genom Precis Med (2023)
|Ext.
Reported Trait: Raised coronary lesion OR: 1.13 [0.94, 1.37]
PPM020899 PGS002133
(portability-ldpred2_fat_perc)
PSS011441|
African Ancestry|
504 individuals
PGP000599 |
Guarischi-Sousa R et al. Circ Genom Precis Med (2023)
|Ext.
Reported Trait: Raised coronary lesion OR: 0.94 [0.76, 1.15]
PPM012279 PGS002179
(portability-ldpred2_log_impedance)
PSS009450|
European Ancestry|
19,624 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Impedance of whole body Partial Correlation (partial-r): 0.4005 [0.3887, 0.4122] sex, age, birth date, deprivation index, 16 PCs
PPM012280 PGS002179
(portability-ldpred2_log_impedance)
PSS009224|
European Ancestry|
4,069 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Impedance of whole body Partial Correlation (partial-r): 0.3968 [0.3705, 0.4224] sex, age, birth date, deprivation index, 16 PCs
PPM012281 PGS002179
(portability-ldpred2_log_impedance)
PSS008778|
European Ancestry|
6,535 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Impedance of whole body Partial Correlation (partial-r): 0.3774 [0.3564, 0.398] sex, age, birth date, deprivation index, 16 PCs
PPM012282 PGS002179
(portability-ldpred2_log_impedance)
PSS008552|
Greater Middle Eastern Ancestry|
1,151 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Impedance of whole body Partial Correlation (partial-r): 0.3911 [0.3406, 0.4394] sex, age, birth date, deprivation index, 16 PCs
PPM012284 PGS002179
(portability-ldpred2_log_impedance)
PSS008107|
East Asian Ancestry|
1,782 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Impedance of whole body Partial Correlation (partial-r): 0.2885 [0.2451, 0.3307] sex, age, birth date, deprivation index, 16 PCs
PPM012285 PGS002179
(portability-ldpred2_log_impedance)
PSS007894|
African Ancestry|
2,417 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Impedance of whole body Partial Correlation (partial-r): 0.232 [0.1937, 0.2695] sex, age, birth date, deprivation index, 16 PCs
PPM012286 PGS002179
(portability-ldpred2_log_impedance)
PSS008998|
African Ancestry|
3,798 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Impedance of whole body Partial Correlation (partial-r): 0.1673 [0.1361, 0.1981] sex, age, birth date, deprivation index, 16 PCs
PPM012283 PGS002179
(portability-ldpred2_log_impedance)
PSS008330|
South Asian Ancestry|
6,178 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Impedance of whole body Partial Correlation (partial-r): 0.3595 [0.3376, 0.3811] sex, age, birth date, deprivation index, 16 PCs
PPM017437 PGS003509
(cont-decay-fat_perc)
PSS010871|
European Ancestry|
19,650 individuals
PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre
Reported Trait: Body fat percentage partial-R2: 0.12 sex, age, deprivation index, PC1-16
PPM017521 PGS003509
(cont-decay-fat_perc)
PSS010787|
European Ancestry|
4,063 individuals
PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre
Reported Trait: Body fat percentage partial-R2: 0.11 sex, age, deprivation index, PC1-16
PPM017605 PGS003509
(cont-decay-fat_perc)
PSS010619|
European Ancestry|
6,371 individuals
PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre
Reported Trait: Body fat percentage partial-R2: 0.1 sex, age, deprivation index, PC1-16
PPM017689 PGS003509
(cont-decay-fat_perc)
PSS010535|
Greater Middle Eastern Ancestry|
1,123 individuals
PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre
Reported Trait: Body fat percentage partial-R2: 0.08 sex, age, deprivation index, PC1-16
PPM017773 PGS003509
(cont-decay-fat_perc)
PSS010199|
European Ancestry|
2,315 individuals
PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre
Reported Trait: Body fat percentage partial-R2: 0.11 sex, age, deprivation index, PC1-16
PPM017857 PGS003509
(cont-decay-fat_perc)
PSS010451|
South Asian Ancestry|
6,129 individuals
PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre
Reported Trait: Body fat percentage partial-R2: 0.07 sex, age, deprivation index, PC1-16
PPM018025 PGS003509
(cont-decay-fat_perc)
PSS010283|
African Ancestry|
2,406 individuals
PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre
Reported Trait: Body fat percentage partial-R2: 0.03 sex, age, deprivation index, PC1-16
PPM018109 PGS003509
(cont-decay-fat_perc)
PSS010703|
African Ancestry|
3,771 individuals
PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre
Reported Trait: Body fat percentage partial-R2: 0.02 sex, age, deprivation index, PC1-16
PPM017941 PGS003509
(cont-decay-fat_perc)
PSS010367|
East Asian Ancestry|
1,767 individuals
PGP000457 |
Ding Y et al. bioRxiv (2022)
|Pre
Reported Trait: Body fat percentage partial-R2: 0.04 sex, age, deprivation index, PC1-16
PPM018814 PGS003899
(INI23099)
PSS011129|
European Ancestry|
66,584 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Body fat percentage : 0.51746 [0.51223, 0.52269]
PGS R2 (no covariates): 0.05601 [0.05265, 0.05938]
Incremental R2 (full-covars): 0.05783
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018815 PGS003899
(INI23099)
PSS011106|
European Ancestry|
2,836 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Body fat percentage : 0.49108 [0.46513, 0.51704]
PGS R2 (no covariates): 0.06034 [0.04354, 0.07714]
Incremental R2 (full-covars): 0.06709
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018816 PGS003899
(INI23099)
PSS011116|
South Asian Ancestry|
1,455 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Body fat percentage : 0.60374 [0.57251, 0.63497]
PGS R2 (no covariates): 0.04598 [0.02523, 0.06673]
Incremental R2 (full-covars): 0.03132
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018817 PGS003899
(INI23099)
PSS011157|
African Ancestry|
1,168 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Body fat percentage : 0.5945 [0.55941, 0.62959]
PGS R2 (no covariates): 0.00973 [-0.00123, 0.02069]
Incremental R2 (full-covars): -0.01506
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018818 PGS003899
(INI23099)
PSS011165|
Multi-ancestry (excluding European)|
7,837 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Body fat percentage : 0.47607 [0.46025, 0.4919]
PGS R2 (no covariates): 0.05911 [0.0491, 0.06913]
Incremental R2 (full-covars): 0.04525
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018839 PGS003904
(INI23106)
PSS011124|
European Ancestry|
66,607 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of whole body : 0.52234 [0.51714, 0.52754]
PGS R2 (no covariates): 0.08468 [0.08067, 0.08869]
Incremental R2 (full-covars): 0.08345
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018840 PGS003904
(INI23106)
PSS011105|
European Ancestry|
2,837 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of whole body : 0.50682 [0.48127, 0.53237]
PGS R2 (no covariates): 0.08188 [0.06276, 0.101]
Incremental R2 (full-covars): 0.08098
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018842 PGS003904
(INI23106)
PSS011158|
African Ancestry|
1,169 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of whole body : 0.27918 [0.23643, 0.32192]
PGS R2 (no covariates): 0.02692 [0.009, 0.04483]
Incremental R2 (full-covars): 0.02486
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018843 PGS003904
(INI23106)
PSS011162|
Multi-ancestry (excluding European)|
7,839 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of whole body : 0.49232 [0.47672, 0.50792]
PGS R2 (no covariates): 0.05296 [0.04342, 0.06251]
Incremental R2 (full-covars): 0.051
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018841 PGS003904
(INI23106)
PSS011118|
South Asian Ancestry|
1,457 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of whole body : 0.41749 [0.37932, 0.45566]
PGS R2 (no covariates): 0.05569 [0.03309, 0.07829]
Incremental R2 (full-covars): 0.05788
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018844 PGS003905
(INI23107)
PSS011151|
European Ancestry|
66,613 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of leg (right) : 0.30322 [0.29744, 0.309]
PGS R2 (no covariates): 0.11129 [0.10682, 0.11575]
Incremental R2 (full-covars): 0.11033
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018845 PGS003905
(INI23107)
PSS011105|
European Ancestry|
2,837 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of leg (right) : 0.29712 [0.26924, 0.325]
PGS R2 (no covariates): 0.10545 [0.08431, 0.12659]
Incremental R2 (full-covars): 0.10793
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018846 PGS003905
(INI23107)
PSS011118|
South Asian Ancestry|
1,457 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of leg (right) : 0.18556 [0.14998, 0.22114]
PGS R2 (no covariates): 0.07372 [0.04821, 0.09923]
Incremental R2 (full-covars): 0.07276
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018847 PGS003905
(INI23107)
PSS011158|
African Ancestry|
1,169 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of leg (right) : 0.07294 [0.04484, 0.10104]
PGS R2 (no covariates): 0.01761 [0.00298, 0.03224]
Incremental R2 (full-covars): 0.0172
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018848 PGS003905
(INI23107)
PSS011177|
Multi-ancestry (excluding European)|
7,841 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of leg (right) : 0.282 [0.2653, 0.29869]
PGS R2 (no covariates): 0.07892 [0.06759, 0.09025]
Incremental R2 (full-covars): 0.06951
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018849 PGS003906
(INI23108)
PSS011151|
European Ancestry|
66,613 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of leg (left) : 0.29131 [0.28554, 0.29707]
PGS R2 (no covariates): 0.11128 [0.10682, 0.11575]
Incremental R2 (full-covars): 0.1103
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018850 PGS003906
(INI23108)
PSS011105|
European Ancestry|
2,837 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of leg (left) : 0.28648 [0.25868, 0.31427]
PGS R2 (no covariates): 0.10226 [0.08137, 0.12316]
Incremental R2 (full-covars): 0.10474
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018851 PGS003906
(INI23108)
PSS011118|
South Asian Ancestry|
1,457 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of leg (left) : 0.19957 [0.1633, 0.23583]
PGS R2 (no covariates): 0.08533 [0.05823, 0.11242]
Incremental R2 (full-covars): 0.08283
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018852 PGS003906
(INI23108)
PSS011158|
African Ancestry|
1,169 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of leg (left) : 0.07203 [0.04408, 0.09998]
PGS R2 (no covariates): 0.02151 [0.0054, 0.03762]
Incremental R2 (full-covars): 0.0219
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018853 PGS003906
(INI23108)
PSS011177|
Multi-ancestry (excluding European)|
7,841 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of leg (left) : 0.27848 [0.26181, 0.29515]
PGS R2 (no covariates): 0.08259 [0.07104, 0.09413]
Incremental R2 (full-covars): 0.07424
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018854 PGS003907
(INI23109)
PSS011122|
European Ancestry|
66,610 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of arm (right) : 0.57729 [0.57246, 0.58213]
PGS R2 (no covariates): 0.05608 [0.05271, 0.05945]
Incremental R2 (full-covars): 0.05556
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018855 PGS003907
(INI23109)
PSS011105|
European Ancestry|
2,837 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of arm (right) : 0.58628 [0.56322, 0.60933]
PGS R2 (no covariates): 0.05833 [0.04177, 0.07488]
Incremental R2 (full-covars): 0.05518
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018856 PGS003907
(INI23109)
PSS011118|
South Asian Ancestry|
1,457 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of arm (right) : 0.52227 [0.48726, 0.55729]
PGS R2 (no covariates): 0.03782 [0.01884, 0.0568]
Incremental R2 (full-covars): 0.04181
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018857 PGS003907
(INI23109)
PSS011158|
African Ancestry|
1,169 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of arm (right) : 0.36871 [0.32569, 0.41173]
Incremental R2 (full-covars): 0.01718
PGS R2 (no covariates): 0.02183 [0.00561, 0.03804]
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018858 PGS003907
(INI23109)
PSS011162|
Multi-ancestry (excluding European)|
7,839 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of arm (right) : 0.57591 [0.56182, 0.59]
PGS R2 (no covariates): 0.04377 [0.03501, 0.05253]
Incremental R2 (full-covars): 0.0406
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018859 PGS003908
(INI23110)
PSS011151|
European Ancestry|
66,613 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of arm (left) : 0.5866 [0.58183, 0.59137]
PGS R2 (no covariates): 0.0592 [0.05575, 0.06264]
Incremental R2 (full-covars): 0.05807
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018860 PGS003908
(INI23110)
PSS011105|
European Ancestry|
2,837 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of arm (left) : 0.58205 [0.55884, 0.60526]
PGS R2 (no covariates): 0.05843 [0.04186, 0.07499]
Incremental R2 (full-covars): 0.05408
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018861 PGS003908
(INI23110)
PSS011118|
South Asian Ancestry|
1,457 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of arm (left) : 0.52117 [0.48611, 0.55622]
PGS R2 (no covariates): 0.04856 [0.0273, 0.06983]
Incremental R2 (full-covars): 0.04761
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018862 PGS003908
(INI23110)
PSS011158|
African Ancestry|
1,169 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of arm (left) : 0.39016 [0.34741, 0.43291]
PGS R2 (no covariates): 0.02085 [0.00498, 0.03672]
Incremental R2 (full-covars): 0.0167
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018863 PGS003908
(INI23110)
PSS011177|
Multi-ancestry (excluding European)|
7,841 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Impedance of arm (left) : 0.57525 [0.56114, 0.58935]
PGS R2 (no covariates): 0.04258 [0.03393, 0.05123]
Incremental R2 (full-covars): 0.04258
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018864 PGS003909
(INI23111)
PSS011151|
European Ancestry|
66,613 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Leg fat percentage (right) : 0.76654 [0.76347, 0.76962]
PGS R2 (no covariates): 0.02481 [0.02249, 0.02712]
Incremental R2 (full-covars): 0.02626
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018865 PGS003909
(INI23111)
PSS011105|
European Ancestry|
2,837 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Leg fat percentage (right) : 0.75264 [0.73703, 0.76826]
PGS R2 (no covariates): 0.02118 [0.01081, 0.03155]
Incremental R2 (full-covars): 0.031
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018866 PGS003909
(INI23111)
PSS011118|
South Asian Ancestry|
1,457 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Leg fat percentage (right) : 0.79999 [0.78185, 0.81814]
PGS R2 (no covariates): 0.01403 [0.00219, 0.02587]
Incremental R2 (full-covars): 0.01075
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018867 PGS003909
(INI23111)
PSS011158|
African Ancestry|
1,169 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Leg fat percentage (right) : 0.7946 [0.77405, 0.81515]
PGS R2 (no covariates): 0.00591 [-0.00267, 0.01448]
Incremental R2 (full-covars): -0.00577
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018868 PGS003909
(INI23111)
PSS011177|
Multi-ancestry (excluding European)|
7,841 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Leg fat percentage (right) : 0.7457 [0.73608, 0.75532]
PGS R2 (no covariates): 0.02078 [0.0146, 0.02696]
Incremental R2 (full-covars): 0.018
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018879 PGS003912
(INI23115)
PSS011123|
European Ancestry|
66,609 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Leg fat percentage (left) : 0.78716 [0.78432, 0.79001]
PGS R2 (no covariates): 0.02265 [0.02044, 0.02487]
Incremental R2 (full-covars): 0.02424
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018880 PGS003912
(INI23115)
PSS011105|
European Ancestry|
2,837 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Leg fat percentage (left) : 0.77429 [0.75983, 0.78874]
PGS R2 (no covariates): 0.01845 [0.00874, 0.02815]
Incremental R2 (full-covars): 0.02867
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018881 PGS003912
(INI23115)
PSS011118|
South Asian Ancestry|
1,457 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Leg fat percentage (left) : 0.83462 [0.81929, 0.84994]
PGS R2 (no covariates): 0.01713 [0.00409, 0.03018]
Incremental R2 (full-covars): 0.01262
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018882 PGS003912
(INI23115)
PSS011158|
African Ancestry|
1,169 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Leg fat percentage (left) : 0.81111 [0.79202, 0.8302]
PGS R2 (no covariates): 0.00463 [-0.00297, 0.01223]
Incremental R2 (full-covars): -0.0031
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018883 PGS003912
(INI23115)
PSS011177|
Multi-ancestry (excluding European)|
7,841 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Leg fat percentage (left) : 0.76995 [0.76111, 0.77879]
PGS R2 (no covariates): 0.0179 [0.01214, 0.02365]
Incremental R2 (full-covars): 0.01686
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018894 PGS003915
(INI23119)
PSS011124|
European Ancestry|
66,607 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Arm fat percentage (right) : 0.51448 [0.50923, 0.51972]
PGS R2 (no covariates): 0.0514 [0.04816, 0.05464]
Incremental R2 (full-covars): 0.05223
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018895 PGS003915
(INI23119)
PSS011105|
European Ancestry|
2,837 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Arm fat percentage (right) : 0.48202 [0.45585, 0.50819]
PGS R2 (no covariates): 0.04956 [0.03416, 0.06496]
Incremental R2 (full-covars): 0.05557
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018896 PGS003915
(INI23119)
PSS011118|
South Asian Ancestry|
1,457 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Arm fat percentage (right) : 0.64938 [0.62073, 0.67803]
PGS R2 (no covariates): 0.03254 [0.01484, 0.05023]
Incremental R2 (full-covars): 0.01567
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018897 PGS003915
(INI23119)
PSS011158|
African Ancestry|
1,169 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Arm fat percentage (right) : 0.61773 [0.58402, 0.65145]
PGS R2 (no covariates): 0.00987 [-0.00117, 0.02092]
Incremental R2 (full-covars): -0.01807
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018898 PGS003915
(INI23119)
PSS011178|
Multi-ancestry (excluding European)|
7,840 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Arm fat percentage (right) : 0.48191 [0.46617, 0.49766]
PGS R2 (no covariates): 0.04991 [0.04062, 0.05921]
Incremental R2 (full-covars): 0.0412
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018909 PGS003918
(INI23123)
PSS011133|
European Ancestry|
66,600 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Arm fat percentage (left) : 0.51854 [0.51332, 0.52377]
PGS R2 (no covariates): 0.05245 [0.04918, 0.05572]
Incremental R2 (full-covars): 0.0534
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018910 PGS003918
(INI23123)
PSS011105|
European Ancestry|
2,837 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Arm fat percentage (left) : 0.48337 [0.45723, 0.50951]
PGS R2 (no covariates): 0.04795 [0.03277, 0.06312]
Incremental R2 (full-covars): 0.05574
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018911 PGS003918
(INI23123)
PSS011118|
South Asian Ancestry|
1,457 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Arm fat percentage (left) : 0.62439 [0.59429, 0.65449]
PGS R2 (no covariates): 0.03768 [0.01873, 0.05662]
Incremental R2 (full-covars): 0.01993
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018912 PGS003918
(INI23123)
PSS011158|
African Ancestry|
1,169 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Arm fat percentage (left) : 0.60637 [0.57197, 0.64077]
PGS R2 (no covariates): 0.00965 [-0.00127, 0.02056]
Incremental R2 (full-covars): -0.0166
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018913 PGS003918
(INI23123)
PSS011178|
Multi-ancestry (excluding European)|
7,840 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Arm fat percentage (left) : 0.48038 [0.46461, 0.49615]
PGS R2 (no covariates): 0.0511 [0.04171, 0.0605]
Incremental R2 (full-covars): 0.04319
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018924 PGS003921
(INI23127)
PSS011128|
European Ancestry|
66,582 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Trunk fat percentage : 0.27379 [0.26807, 0.27952]
PGS R2 (no covariates): 0.08028 [0.07635, 0.0842]
Incremental R2 (full-covars): 0.08082
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018926 PGS003921
(INI23127)
PSS011119|
South Asian Ancestry|
1,456 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Trunk fat percentage : 0.31316 [0.27418, 0.35214]
PGS R2 (no covariates): 0.06997 [0.04502, 0.09491]
Incremental R2 (full-covars): 0.05643
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018927 PGS003921
(INI23127)
PSS011157|
African Ancestry|
1,168 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Trunk fat percentage : 0.32278 [0.2796, 0.36596]
PGS R2 (no covariates): 0.01113 [-0.00058, 0.02284]
Incremental R2 (full-covars): -0.03274
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018928 PGS003921
(INI23127)
PSS011163|
Multi-ancestry (excluding European)|
7,838 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Trunk fat percentage : 0.23709 [0.22083, 0.25336]
PGS R2 (no covariates): 0.0811 [0.06964, 0.09256]
Incremental R2 (full-covars): 0.06338
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM018925 PGS003921
(INI23127)
PSS011105|
European Ancestry|
2,837 individuals
PGP000502 |
Tanigawa Y et al. AJHG (2023)
Reported Trait: Trunk fat percentage : 0.25282 [0.22547, 0.28016]
PGS R2 (no covariates): 0.09086 [0.07091, 0.1108]
Incremental R2 (full-covars): 0.09109
age, sex, age^2, age*sex, Townsend deprivation index, genotype PCs (PC1-PC18)
PPM020489 PGS004374
(X23099.score)
PSS011364|
European Ancestry|
56,192 individuals
PGP000561 |
Jung H et al. Commun Biol (2024)
Reported Trait: Body fat percentage PGS R2 (no covariates): 0.21041
PPM020500 PGS004385
(X23111.score)
PSS011364|
European Ancestry|
56,192 individuals
PGP000561 |
Jung H et al. Commun Biol (2024)
Reported Trait: Leg fat percentage (right) PGS R2 (no covariates): 0.16671
PPM020504 PGS004389
(X23115.score)
PSS011364|
European Ancestry|
56,192 individuals
PGP000561 |
Jung H et al. Commun Biol (2024)
Reported Trait: Leg fat percentage (left) PGS R2 (no covariates): 0.16533
PPM020508 PGS004393
(X23119.score)
PSS011364|
European Ancestry|
56,192 individuals
PGP000561 |
Jung H et al. Commun Biol (2024)
Reported Trait: Arm fat percentage (right) PGS R2 (no covariates): 0.2087
PPM020512 PGS004397
(X23123.score)
PSS011364|
European Ancestry|
56,192 individuals
PGP000561 |
Jung H et al. Commun Biol (2024)
Reported Trait: Arm fat percentage (left) PGS R2 (no covariates): 0.20905
PPM020516 PGS004401
(X23127.score)
PSS011364|
European Ancestry|
56,192 individuals
PGP000561 |
Jung H et al. Commun Biol (2024)
Reported Trait: Trunk fat percentage PGS R2 (no covariates): 0.24805

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
PSS005180 66,204 individuals European white British ancestry UKB Testing cohort (heldout set)
PSS009179 4,073 individuals European Poland (NE Europe) UKB
PSS011441
[
  • 165 cases
  • , 339 controls
]
,
82.0 % Male samples
Mean = 27.5 years African unspecified PDAY
PSS011442
[
  • 181 cases
  • , 383 controls
]
,
77.0 % Male samples
Mean = 26.7 years European PDAY
PSS010703 3,771 individuals,
46.0 % Male samples
Mean = 51.9 years
Sd = 8.1 years
African unspecified Nigerian UKB
PSS010199 2,315 individuals,
45.0 % Male samples
Mean = 58.0 years
Sd = 7.1 years
European Ashkenazi UKB
PSS009224 4,069 individuals European Poland (NE Europe) UKB
PSS008733 6,533 individuals European Italy (South Europe) UKB
PSS010787 4,063 individuals,
38.0 % Male samples
Mean = 54.3 years
Sd = 7.5 years
European Polish UKB
PSS008778 6,535 individuals European Italy (South Europe) UKB
PSS010283 2,406 individuals,
36.0 % Male samples
Mean = 52.5 years
Sd = 8.1 years
African American or Afro-Caribbean Caribbean UKB
PSS008285 6,180 individuals South Asian India (South Asia) UKB
PSS008330 6,178 individuals South Asian India (South Asia) UKB
PSS010871 19,650 individuals,
46.0 % Male samples
Mean = 56.9 years
Sd = 7.9 years
European white British UKB
PSS011105 2,837 individuals European
(non-white British ancestry)
UKB
PSS011106 2,836 individuals European
(non-white British ancestry)
UKB
PSS010367 1,767 individuals,
33.0 % Male samples
Mean = 52.4 years
Sd = 7.7 years
East Asian Chinese UKB
PSS007849 2,418 individuals African American or Afro-Caribbean Carribean UKB
PSS011116 1,455 individuals South Asian UKB
PSS011118 1,457 individuals South Asian UKB
PSS011119 1,456 individuals South Asian UKB
PSS011122 66,610 individuals European
(white British ancestry)
UKB
PSS011123 66,609 individuals European
(white British ancestry)
UKB
PSS011124 66,607 individuals European
(white British ancestry)
UKB
PSS011128 66,582 individuals European
(white British ancestry)
UKB
PSS011129 66,584 individuals European
(white British ancestry)
UKB
PSS009405 19,632 individuals European UK (+ Ireland) UKB
PSS011133 66,600 individuals European
(white British ancestry)
UKB
PSS011151 66,613 individuals European
(white British ancestry)
UKB
PSS011157 1,168 individuals African unspecified UKB
PSS007894 2,417 individuals African American or Afro-Caribbean Carribean 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
PSS011165 7,837 individuals East Asian, Other admixed ancestry East Asian, Other admixed ancestry UKB
PSS011177 7,841 individuals East Asian, Other admixed ancestry East Asian, Other admixed ancestry UKB
PSS009450 19,624 individuals European UK (+ Ireland) UKB
PSS011178 7,840 individuals East Asian, Other admixed ancestry East Asian, Other admixed ancestry UKB
PSS008953 3,799 individuals African unspecified Nigeria (West Africa) UKB
PSS010451 6,129 individuals,
54.0 % Male samples
Mean = 53.3 years
Sd = 8.4 years
South Asian Indian UKB
PSS011364 56,192 individuals European UKB
PSS008998 3,798 individuals African unspecified Nigeria (West Africa) UKB
PSS005036 6,300 individuals African unspecified UKB
PSS005037 1,677 individuals East Asian UKB
PSS005038 24,454 individuals European non-white British ancestry UKB
PSS005039 7,645 individuals South Asian UKB
PSS005040 66,227 individuals European white British ancestry UKB Testing cohort (heldout set)
PSS008507 1,151 individuals Greater Middle Eastern (Middle Eastern, North African or Persian) Iran (Middle East) UKB
PSS005061 6,310 individuals African unspecified UKB
PSS005062 1,681 individuals East Asian UKB
PSS005063 24,471 individuals European non-white British ancestry UKB
PSS005064 7,651 individuals South Asian UKB
PSS005065 66,304 individuals European white British ancestry UKB Testing cohort (heldout set)
PSS005066 6,310 individuals African unspecified UKB
PSS005067 1,681 individuals East Asian UKB
PSS005068 24,475 individuals European non-white British ancestry UKB
PSS005069 7,653 individuals South Asian UKB
PSS005070 66,310 individuals European white British ancestry UKB Testing cohort (heldout set)
PSS005071 6,310 individuals African unspecified UKB
PSS005072 1,681 individuals East Asian UKB
PSS005073 24,474 individuals European non-white British ancestry UKB
PSS005074 7,653 individuals South Asian UKB
PSS005075 66,310 individuals European white British ancestry UKB Testing cohort (heldout set)
PSS005076 6,310 individuals African unspecified UKB
PSS005077 1,681 individuals East Asian UKB
PSS005078 24,473 individuals European non-white British ancestry UKB
PSS005079 7,653 individuals South Asian UKB
PSS005080 66,307 individuals European white British ancestry UKB Testing cohort (heldout set)
PSS005081 6,310 individuals African unspecified UKB
PSS005082 1,681 individuals East Asian UKB
PSS005083 24,474 individuals European non-white British ancestry UKB
PSS005084 7,653 individuals South Asian UKB
PSS005085 66,310 individuals European white British ancestry UKB Testing cohort (heldout set)
PSS005086 6,305 individuals African unspecified UKB
PSS005087 1,680 individuals East Asian UKB
PSS005088 24,463 individuals European non-white British ancestry UKB
PSS005089 7,649 individuals South Asian UKB
PSS005090 66,260 individuals European white British ancestry UKB Testing cohort (heldout set)
PSS008552 1,151 individuals Greater Middle Eastern (Middle Eastern, North African or Persian) Iran (Middle East) UKB
PSS005101 6,305 individuals African unspecified UKB
PSS005102 1,680 individuals East Asian UKB
PSS005103 24,461 individuals European non-white British ancestry UKB
PSS005104 7,649 individuals South Asian UKB
PSS005105 66,257 individuals European white British ancestry UKB Testing cohort (heldout set)
PSS005106 6,304 individuals African unspecified UKB
PSS005107 1,679 individuals East Asian UKB
PSS005108 24,461 individuals European non-white British ancestry UKB
PSS005109 7,649 individuals South Asian UKB
PSS005110 66,256 individuals European white British ancestry UKB Testing cohort (heldout set)
PSS008062 1,779 individuals East Asian China (East Asia) UKB
PSS010535 1,123 individuals,
60.0 % Male samples
Mean = 52.0 years
Sd = 8.0 years
Greater Middle Eastern (Middle Eastern, North African or Persian) Iranian UKB
PSS005116 6,303 individuals African unspecified UKB
PSS005117 1,679 individuals East Asian UKB
PSS005118 24,460 individuals European non-white British ancestry UKB
PSS005119 7,649 individuals South Asian UKB
PSS005120 66,253 individuals European white British ancestry UKB Testing cohort (heldout set)
PSS005121 6,302 individuals African unspecified UKB
PSS005122 1,678 individuals East Asian UKB
PSS005123 24,458 individuals European non-white British ancestry UKB
PSS005124 7,649 individuals South Asian UKB
PSS005125 66,253 individuals European white British ancestry UKB Testing cohort (heldout set)
PSS005141 6,301 individuals African unspecified UKB
PSS005142 1,678 individuals East Asian UKB
PSS005143 24,458 individuals European non-white British ancestry UKB
PSS005144 7,648 individuals South Asian UKB
PSS005145 66,244 individuals European white British ancestry UKB Testing cohort (heldout set)
PSS010619 6,371 individuals,
45.0 % Male samples
Mean = 54.5 years
Sd = 8.4 years
European Italian UKB
PSS008107 1,782 individuals East Asian China (East Asia) UKB
PSS005161 6,299 individuals African unspecified UKB
PSS005162 1,678 individuals East Asian UKB
PSS005163 24,452 individuals European non-white British ancestry UKB
PSS005164 7,646 individuals South Asian UKB
PSS005165 66,224 individuals European white British ancestry UKB Testing cohort (heldout set)
PSS005176 6,298 individuals African unspecified UKB
PSS005177 1,677 individuals East Asian UKB
PSS005178 24,444 individuals European non-white British ancestry UKB
PSS005179 7,642 individuals South Asian UKB