PGS Publication: PGP000128

Publication Information (EuropePMC)
Title Genetics of 35 blood and urine biomarkers in the UK Biobank.
PubMed ID 33462484(Europe PMC)
doi 10.1038/s41588-020-00757-z
Publication Date Jan. 18, 2021
Journal Nat Genet
Author(s) Sinnott-Armstrong N, Tanigawa Y, Amar D, Mars N, Benner C, Aguirre M, Venkataraman GR, Wainberg M, Ollila HM, Kiiskinen T, Havulinna AS, Pirruccello JP, Qian J, Shcherbina A, FinnGen, Rodriguez F, Assimes TL, Agarwala V, Tibshirani R, Hastie T, Ripatti S, Pritchard JK, Daly MJ, Rivas MA.
Released in PGS Catalog: Feb. 3, 2021

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

PGS Developed By This Publication

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)
PGS000671
(snpnet.Apolipoprotein_A)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Apolipoprotein A [g/L] apolipoprotein A 1 measurement 19,324
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000671/ScoringFiles/PGS000671.txt.gz - Check Terms/Licenses
PGS000697
(snpnet.Total_bilirubin)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Total bilirubin [umol/L] bilirubin measurement 1,159
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000697/ScoringFiles/PGS000697.txt.gz - Check Terms/Licenses
PGS000687
(snpnet.IGF_1)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 IGF-1 [nmol/L] IGF-1 measurement 23,443
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000687/ScoringFiles/PGS000687.txt.gz - Check Terms/Licenses
PGS000701
(snpnet.Urea)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Urea [mmol/L] serum urea measurement 12,351
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000701/ScoringFiles/PGS000701.txt.gz - Check Terms/Licenses
PGS000709
(HC299)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Heart failure heart failure 183,287
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000709/ScoringFiles/PGS000709.txt.gz - Check Terms/Licenses
PGS000675
(snpnet.C_reactive_protein)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 C-reactive protein [mg/L] C-reactive protein measurement 17,378
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000675/ScoringFiles/PGS000675.txt.gz - Check Terms/Licenses
PGS000681
(snpnet.Direct_bilirubin)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Direct bilirubin [umol/L] bilirubin measurement 3,104
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000681/ScoringFiles/PGS000681.txt.gz - Check Terms/Licenses
PGS000696
(snpnet.Testosterone)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Testosterone [nmol/L] testosterone measurement 8,223
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000696/ScoringFiles/PGS000696.txt.gz - Check Terms/Licenses
PGS000710
(HC326)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Myocardial infarction myocardial infarction 183,566
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000710/ScoringFiles/PGS000710.txt.gz - Check Terms/Licenses
PGS000678
(snpnet.Creatinine)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Creatinine [umol/L] creatinine measurement 21,027
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000678/ScoringFiles/PGS000678.txt.gz - Check Terms/Licenses
PGS000682
(snpnet.eGFR)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 eGFR [ml/min/1.73m2] glomerular filtration rate 17,467
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000682/ScoringFiles/PGS000682.txt.gz - Check Terms/Licenses
PGS000703
(HC132)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Angina angina pectoris 183,692
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000703/ScoringFiles/PGS000703.txt.gz - Check Terms/Licenses
PGS000705
(HC188)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Gallstones gallstones 183,458
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000705/ScoringFiles/PGS000705.txt.gz - Check Terms/Licenses
PGS000707
(HC225)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Cholecystitis Cholecystitis 183,329
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000707/ScoringFiles/PGS000707.txt.gz - Check Terms/Licenses
PGS000711
(HC328)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Gout gout 183,332
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000711/ScoringFiles/PGS000711.txt.gz - Check Terms/Licenses
PGS000679
(snpnet.Creatinine_in_urine)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Creatinine in urine [umol/L] creatinine clearance measurement 5,469
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000679/ScoringFiles/PGS000679.txt.gz - Check Terms/Licenses
PGS000706
(HC215)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Hypertension hypertension 186,726
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000706/ScoringFiles/PGS000706.txt.gz - Check Terms/Licenses
PGS000713
(T2D)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Type 2 diabetes (T2D) type 2 diabetes mellitus 183,830
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000713/ScoringFiles/PGS000713.txt.gz - Check Terms/Licenses
PGS000690
(snpnet.Microalbumin_in_urine)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Microalbumin in urine [mg/L] urinary microalbumin measurement 111
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000690/ScoringFiles/PGS000690.txt.gz - Check Terms/Licenses
PGS000693
(snpnet.Potassium_in_urine)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Potassium in urine [mmol/L] urinary potassium measurement 2,423
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000693/ScoringFiles/PGS000693.txt.gz - Check Terms/Licenses
PGS000694
(snpnet.SHBG)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 SHBG [nmol/L] sex hormone-binding globulin measurement 19,328
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000694/ScoringFiles/PGS000694.txt.gz - Check Terms/Licenses
PGS000692
(snpnet.Phosphate)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Phosphate [mmol/L] phosphate measurement 12,448
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000692/ScoringFiles/PGS000692.txt.gz - Check Terms/Licenses
PGS000670
(snpnet.Alkaline_phosphatase)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Alkaline phosphatase [U/L] alkaline phosphatase measurement 18,328
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000670/ScoringFiles/PGS000670.txt.gz - Check Terms/Licenses
PGS000669
(snpnet.Albumin)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Albumin [g/L] serum albumin measurement 11,912
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000669/ScoringFiles/PGS000669.txt.gz - Check Terms/Licenses
PGS000688
(snpnet.LDL_direct_adjstatins)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 LDL cholesterol [mmol/L] (statin adjusted) low density lipoprotein cholesterol measurement 16,184
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000688/ScoringFiles/PGS000688.txt.gz - Check Terms/Licenses
PGS000680
(snpnet.Cystatin_C)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Cystatin C [mg/L] cystatin C measurement 24,487
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000680/ScoringFiles/PGS000680.txt.gz - Check Terms/Licenses
PGS000668
(snpnet.Alanine_aminotransferase)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Alanine aminotransferase [U/L] serum alanine aminotransferase measurement 12,076
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000668/ScoringFiles/PGS000668.txt.gz - Check Terms/Licenses
PGS000700
(snpnet.Urate)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Urate [umol/L] urate measurement 20,171
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000700/ScoringFiles/PGS000700.txt.gz - Check Terms/Licenses
PGS000702
(snpnet.Vitamin_D)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Vitamin D [nmol/L] vitamin D measurement 8,012
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000702/ScoringFiles/PGS000702.txt.gz - Check Terms/Licenses
PGS000683
(snpnet.Gamma_glutamyltransferase)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Gamma-glutamyl transferase [U/L] serum gamma-glutamyl transferase measurement 17,323
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000683/ScoringFiles/PGS000683.txt.gz - Check Terms/Licenses
PGS000698
(snpnet.Total_protein)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Total protein [g/L] total blood protein measurement 16,420
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000698/ScoringFiles/PGS000698.txt.gz - Check Terms/Licenses
PGS000684
(snpnet.Glucose)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Glucose [mmol/L] glucose measurement 3,313
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000684/ScoringFiles/PGS000684.txt.gz - Check Terms/Licenses
PGS000708
(HC294)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Kidney failure kidney failure 183,272
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000708/ScoringFiles/PGS000708.txt.gz - Check Terms/Licenses
PGS000672
(snpnet.Apolipoprotein_B_adjstatins)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Apolipoprotein B [g/L] (statin adjusted) apolipoprotein B measurement 18,666
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000672/ScoringFiles/PGS000672.txt.gz - Check Terms/Licenses
PGS000673
(snpnet.Aspartate_aminotransferase)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Aspartate aminotransferase [U/L] aspartate aminotransferase measurement 12,829
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000673/ScoringFiles/PGS000673.txt.gz - Check Terms/Licenses
PGS000674
(snpnet.AST_ALT_ratio)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 AST to ALT ratio aspartate aminotransferase to alanine aminotransferase ratio 15,548
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000674/ScoringFiles/PGS000674.txt.gz - Check Terms/Licenses
PGS000677
(snpnet.Cholesterol_adjstatins)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Cholesterol [mmol/L] (statin adjusted) total cholesterol measurement 17,204
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000677/ScoringFiles/PGS000677.txt.gz - Check Terms/Licenses
PGS000689
(snpnet.Lipoprotein_A)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Lipoprotein A [nmol/L] lipoprotein A measurement 8,308
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000689/ScoringFiles/PGS000689.txt.gz - Check Terms/Licenses
PGS000695
(snpnet.Sodium_in_urine)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Sodium in urine [mmol/L] urinary metabolite measurement,
sodium measurement		 5,833
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000695/ScoringFiles/PGS000695.txt.gz - Check Terms/Licenses
PGS000699
(snpnet.Triglycerides)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Triglycerides [mmol/L] triglyceride measurement 16,003
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000699/ScoringFiles/PGS000699.txt.gz - Check Terms/Licenses
PGS000712
(T2D_HbA1c_39)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 T2D (cases vs HbA1c filtered controls) type 2 diabetes mellitus 183,695
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000712/ScoringFiles/PGS000712.txt.gz - Check Terms/Licenses
PGS000676
(snpnet.Calcium)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Calcium [mmol/L] calcium measurement 12,334
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000676/ScoringFiles/PGS000676.txt.gz - Check Terms/Licenses
PGS000685
(snpnet.Glycated_haemoglobin_HbA1c)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 HbA1c [mmol/mol] HbA1c measurement 14,658
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000685/ScoringFiles/PGS000685.txt.gz - Check Terms/Licenses
PGS000686
(snpnet.HDL_cholesterol)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 HDL cholesterol [mmol/L] high density lipoprotein cholesterol measurement 25,069
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000686/ScoringFiles/PGS000686.txt.gz - Check Terms/Licenses
PGS000691
(snpnet.Non_albumin_protein)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Non-albumin protein [g/L] serum non-albumin protein measurement 18,670
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000691/ScoringFiles/PGS000691.txt.gz - Check Terms/Licenses
PGS000704
(HC171)
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Alcoholic cirrhosis alcoholic liver cirrhosis 183,271
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000704/ScoringFiles/PGS000704.txt.gz - Check Terms/Licenses

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
PPM001608 PGS000708
(HC294)
 PSS000829|
European Ancestry|
135,300 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Renal failure HR: 1.12 [1.08, 1.16] C-index: 0.667 — Age as time scale, sex, batch, PCs(1-10) —
PPM001413 PGS000685
(snpnet.Glycated_haemoglobin_HbA1c)
 PSS000704|
African Ancestry|
4,847 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: HbA1c [mmol/mol] — — R²: 0.07974
Spearman's ρ: 0.132		 Age, sex, PCs(1-40) —
PPM001428 PGS000700
(snpnet.Urate)
 PSS000777|
African Ancestry|
6,011 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Urate [umol/L] — — R²: 0.29536
Spearman's ρ: 0.24		 Age, sex, PCs(1-40) —
PPM001415 PGS000687
(snpnet.IGF_1)
 PSS000709|
African Ancestry|
5,974 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: IGF-1 [nmol/L] — — R²: 0.11454
Spearman's ρ: 0.182		 Age, sex, PCs(1-40) —
PPM001416 PGS000688
(snpnet.LDL_direct_adjstatins)
 PSS000714|
African Ancestry|
6,003 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: LDL cholesterol [mmol/L] (statin adjusted) — — R²: 0.13357
Spearman's ρ: 0.289		 Age, sex, PCs(1-40) —
PPM001417 PGS000689
(snpnet.Lipoprotein_A)
 PSS000719|
African Ancestry|
5,018 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Lipoprotein A [nmol/L] — — R²: 0.00769
Spearman's ρ: 0.058		 Age, sex, PCs(1-40) —
PPM001418 PGS000690
(snpnet.Microalbumin_in_urine)
 PSS000724|
African Ancestry|
2,679 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Microalbumin in urine [mg/L] — — R²: 0.02307
Spearman's ρ: 0.013		 Age, sex, PCs(1-40) —
PPM001419 PGS000691
(snpnet.Non_albumin_protein)
 PSS000729|
African Ancestry|
5,573 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Non-albumin protein [g/L] — — R²: 0.07146
Spearman's ρ: 0.16		 Age, sex, PCs(1-40) —
PPM001420 PGS000692
(snpnet.Phosphate)
 PSS000734|
African Ancestry|
5,568 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Phosphate [mmol/L] — — R²: 0.12827
Spearman's ρ: 0.115		 Age, sex, PCs(1-40) —
PPM001421 PGS000693
(snpnet.Potassium_in_urine)
 PSS000739|
African Ancestry|
5,786 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Potassium in urine [mmol/L] — — R²: 0.03001
Spearman's ρ: 0.011		 Age, sex, PCs(1-40) —
PPM001422 PGS000694
(snpnet.SHBG)
 PSS000744|
African Ancestry|
5,523 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: SHBG [nmol/L] — — R²: 0.22708
Spearman's ρ: 0.235		 Age, sex, PCs(1-40) —
PPM001423 PGS000695
(snpnet.Sodium_in_urine)
 PSS000749|
African Ancestry|
5,781 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Sodium in urine [mmol/L] — — R²: 0.0456
Spearman's ρ: 0.029		 Age, sex, PCs(1-40) —
PPM001424 PGS000696
(snpnet.Testosterone)
 PSS000757|
African Ancestry|
5,453 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Testosterone [nmol/L] — — R²: 0.89659
Spearman's ρ: 0.091		 Age, sex, PCs(1-40) —
PPM001426 PGS000698
(snpnet.Total_protein)
 PSS000767|
African Ancestry|
5,573 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Total protein [g/L] — — R²: 0.04363
Spearman's ρ: 0.144		 Age, sex, PCs(1-40) —
PPM001427 PGS000699
(snpnet.Triglycerides)
 PSS000772|
African Ancestry|
6,014 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Triglycerides [mmol/L] — — R²: 0.10632
Spearman's ρ: 0.169		 Age, sex, PCs(1-40) —
PPM001429 PGS000701
(snpnet.Urea)
 PSS000782|
African Ancestry|
6,015 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Urea [mmol/L] — — R²: 0.13035
Spearman's ρ: 0.111		 Age, sex, PCs(1-40) —
PPM001430 PGS000702
(snpnet.Vitamin_D)
 PSS000787|
African Ancestry|
5,845 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Vitamin D [nmol/L] — — R²: 0.09201
Spearman's ρ: 0.055		 Age, sex, PCs(1-40) —
PPM001434 PGS000671
(snpnet.Apolipoprotein_A)
 PSS000638|
East Asian Ancestry|
974 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Apolipoprotein A [g/L] — — R²: 0.32046
Spearman's ρ: 0.329		 Age, sex, PCs(1-40) —
PPM001397 PGS000669
(snpnet.Albumin)
 PSS000627|
African Ancestry|
5,573 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Albumin [g/L] — — R²: 0.10081
Spearman's ρ: 0.121		 Age, sex, PCs(1-40) —
PPM001398 PGS000670
(snpnet.Alkaline_phosphatase)
 PSS000632|
African Ancestry|
6,019 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Alkaline phosphatase [U/L] — — R²: 0.11131
Spearman's ρ: 0.229		 Age, sex, PCs(1-40) —
PPM001399 PGS000671
(snpnet.Apolipoprotein_A)
 PSS000637|
African Ancestry|
5,550 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Apolipoprotein A [g/L] — — R²: 0.1486
Spearman's ρ: 0.213		 Age, sex, PCs(1-40) —
PPM001400 PGS000672
(snpnet.Apolipoprotein_B_adjstatins)
 PSS000642|
African Ancestry|
5,962 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Apolipoprotein B [g/L] (statin adjusted) — — R²: 0.15686
Spearman's ρ: 0.318		 Age, sex, PCs(1-40) —
PPM001401 PGS000673
(snpnet.Aspartate_aminotransferase)
 PSS000647|
African Ancestry|
5,982 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Aspartate aminotransferase [U/L] — — R²: 0.10334
Spearman's ρ: 0.103		 Age, sex, PCs(1-40) —
PPM001402 PGS000674
(snpnet.AST_ALT_ratio)
 PSS000617|
African Ancestry|
5,981 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: AST to ALT ratio — — R²: 0.10039
Spearman's ρ: 0.108		 Age, sex, PCs(1-40) —
PPM001404 PGS000676
(snpnet.Calcium)
 PSS000657|
African Ancestry|
5,576 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Calcium [mmol/L] — — R²: 0.07349
Spearman's ρ: 0.11		 Age, sex, PCs(1-40) —
PPM001405 PGS000677
(snpnet.Cholesterol_adjstatins)
 PSS000662|
African Ancestry|
6,014 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Cholesterol [mmol/L] (statin adjusted) — — R²: 0.1282
Spearman's ρ: 0.26		 Age, sex, PCs(1-40) —
PPM001406 PGS000678
(snpnet.Creatinine)
 PSS000667|
African Ancestry|
6,016 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Creatinine [umol/L] — — R²: 0.37051
Spearman's ρ: 0.146		 Age, sex, PCs(1-40) —
PPM001407 PGS000679
(snpnet.Creatinine_in_urine)
 PSS000669|
African Ancestry|
5,789 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Creatinine in urine [umol/L] — — R²: 0.11165
Spearman's ρ: 0.035		 Age, sex, PCs(1-40) —
PPM001408 PGS000680
(snpnet.Cystatin_C)
 PSS000677|
African Ancestry|
6,015 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Cystatin C [mg/L] — — R²: 0.17697
Spearman's ρ: 0.196		 Age, sex, PCs(1-40) —
PPM001409 PGS000681
(snpnet.Direct_bilirubin)
 PSS000684|
African Ancestry|
5,007 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Direct bilirubin [umol/L] — — R²: 0.27938
Spearman's ρ: 0.469		 Age, sex, PCs(1-40) —
PPM001410 PGS000682
(snpnet.eGFR)
 PSS000805|
African Ancestry|
6,016 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: eGFR [ml/min/1.73m2] — — R²: 0.17769
Spearman's ρ: 0.138		 Age, sex, PCs(1-40) —
PPM001411 PGS000683
(snpnet.Gamma_glutamyltransferase)
 PSS000689|
African Ancestry|
6,015 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Gamma glutamyltransferase [U/L] — — R²: 0.12099
Spearman's ρ: 0.187		 Age, sex, PCs(1-40) —
PPM001432 PGS000669
(snpnet.Albumin)
 PSS000628|
East Asian Ancestry|
984 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Albumin [g/L] — — R²: 0.08916
Spearman's ρ: 0.198		 Age, sex, PCs(1-40) —
PPM001433 PGS000670
(snpnet.Alkaline_phosphatase)
 PSS000633|
East Asian Ancestry|
1,082 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Alkaline phosphatase [U/L] — — R²: 0.25549
Spearman's ρ: 0.335		 Age, sex, PCs(1-40) —
PPM001436 PGS000673
(snpnet.Aspartate_aminotransferase)
 PSS000648|
East Asian Ancestry|
1,070 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Aspartate aminotransferase [U/L] — — R²: 0.08343
Spearman's ρ: 0.191		 Age, sex, PCs(1-40) —
PPM001437 PGS000674
(snpnet.AST_ALT_ratio)
 PSS000618|
East Asian Ancestry|
1,069 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: AST to ALT ratio — — Spearman's ρ: 0.14
R²: 0.16003		 Age, sex, PCs(1-40) —
PPM001438 PGS000675
(snpnet.C_reactive_protein)
 PSS000653|
East Asian Ancestry|
1,077 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: C-reactive protein [mg/L] — — R²: 0.10659
Spearman's ρ: 0.274		 Age, sex, PCs(1-40) —
PPM001439 PGS000676
(snpnet.Calcium)
 PSS000658|
East Asian Ancestry|
987 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Calcium [mmol/L] — — R²: 0.10943
Spearman's ρ: 0.225		 Age, sex, PCs(1-40) —
PPM001440 PGS000677
(snpnet.Cholesterol_adjstatins)
 PSS000663|
East Asian Ancestry|
1,082 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Cholesterol [mmol/L] (statin adjusted) — — R²: 0.17187
Spearman's ρ: 0.314		 Age, sex, PCs(1-40) —
PPM001441 PGS000678
(snpnet.Creatinine)
 PSS000668|
East Asian Ancestry|
1,081 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Creatinine [umol/L] — — R²: 0.44314
Spearman's ρ: 0.229		 Age, sex, PCs(1-40) —
PPM001442 PGS000679
(snpnet.Creatinine_in_urine)
 PSS000670|
East Asian Ancestry|
1,045 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Creatinine in urine [umol/L] — — R²: 0.16547
Spearman's ρ: 0.049		 Age, sex, PCs(1-40) —
PPM001443 PGS000680
(snpnet.Cystatin_C)
 PSS000678|
East Asian Ancestry|
1,082 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Cystatin C [mg/L] — — R²: 0.28853
Spearman's ρ: 0.274		 Age, sex, PCs(1-40) —
PPM001444 PGS000681
(snpnet.Direct_bilirubin)
 PSS000685|
East Asian Ancestry|
915 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Direct bilirubin [umol/L] — — R²: 0.15786
Spearman's ρ: 0.291		 Age, sex, PCs(1-40) —
PPM001445 PGS000682
(snpnet.eGFR)
 PSS000806|
East Asian Ancestry|
1,081 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: eGFR [ml/min/1.73m2] — — R²: 0.21054
Spearman's ρ: 0.199		 Age, sex, PCs(1-40) —
PPM001446 PGS000683
(snpnet.Gamma_glutamyltransferase)
 PSS000690|
East Asian Ancestry|
1,081 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Gamma glutamyltransferase [U/L] — — R²: 0.16131
Spearman's ρ: 0.33		 Age, sex, PCs(1-40) —
PPM001447 PGS000684
(snpnet.Glucose)
 PSS000695|
East Asian Ancestry|
60 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Glucose [mmol/L] — — R²: 0.08219
Spearman's ρ: 0.178		 Age, sex, PCs(1-40) —
PPM001448 PGS000685
(snpnet.Glycated_haemoglobin_HbA1c)
 PSS000705|
East Asian Ancestry|
1,032 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: HbA1c [mmol/mol] — — R²: 0.16979
Spearman's ρ: 0.285		 Age, sex, PCs(1-40) —
PPM001450 PGS000687
(snpnet.IGF_1)
 PSS000710|
East Asian Ancestry|
1,074 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: IGF-1 [nmol/L] — — R²: 0.17702
Spearman's ρ: 0.258		 Age, sex, PCs(1-40) —
PPM001451 PGS000688
(snpnet.LDL_direct_adjstatins)
 PSS000715|
East Asian Ancestry|
1,082 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: LDL cholesterol [mmol/L] (statin adjusted) — — R²: 0.13985
Spearman's ρ: 0.301		 Age, sex, PCs(1-40) —
PPM001452 PGS000689
(snpnet.Lipoprotein_A)
 PSS000720|
East Asian Ancestry|
980 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Lipoprotein A [nmol/L] — — R²: 0.06202
Spearman's ρ: 0.164		 Age, sex, PCs(1-40) —
PPM001453 PGS000690
(snpnet.Microalbumin_in_urine)
 PSS000725|
East Asian Ancestry|
323 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Microalbumin in urine [mg/L] — — R²: 0.00102
Spearman's ρ: 0.098		 Age, sex, PCs(1-40) —
PPM001454 PGS000691
(snpnet.Non_albumin_protein)
 PSS000730|
East Asian Ancestry|
984 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Non-albumin protein [g/L] — — R²: 0.0886
Spearman's ρ: 0.216		 Age, sex, PCs(1-40) —
PPM001455 PGS000692
(snpnet.Phosphate)
 PSS000735|
East Asian Ancestry|
986 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Phosphate [mmol/L] — — R²: 0.20287
Spearman's ρ: 0.222		 Age, sex, PCs(1-40) —
PPM001456 PGS000693
(snpnet.Potassium_in_urine)
 PSS000740|
East Asian Ancestry|
1,045 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Potassium in urine [mmol/L] — — R²: 0.01859
Spearman's ρ: 0.038		 Age, sex, PCs(1-40) —
PPM001457 PGS000694
(snpnet.SHBG)
 PSS000745|
East Asian Ancestry|
979 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: SHBG [nmol/L] — — R²: 0.31846
Spearman's ρ: 0.311		 Age, sex, PCs(1-40) —
PPM001458 PGS000695
(snpnet.Sodium_in_urine)
 PSS000750|
East Asian Ancestry|
1,044 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Sodium in urine [mmol/L] — — R²: 0.09743
Spearman's ρ: 0.068		 Age, sex, PCs(1-40) —
PPM001459 PGS000696
(snpnet.Testosterone)
 PSS000758|
East Asian Ancestry|
1,008 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Testosterone [nmol/L] — — R²: 0.91376
Spearman's ρ: 0.115		 Age, sex, PCs(1-40) —
PPM001460 PGS000697
(snpnet.Total_bilirubin)
 PSS000763|
East Asian Ancestry|
1,069 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Total bilirubin [umol/L] — — R²: 0.2156
Spearman's ρ: 0.347		 Age, sex, PCs(1-40) —
PPM001462 PGS000699
(snpnet.Triglycerides)
 PSS000773|
East Asian Ancestry|
1,081 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Triglycerides [mmol/L] — — R²: 0.1757
Spearman's ρ: 0.256		 Age, sex, PCs(1-40) —
PPM001463 PGS000700
(snpnet.Urate)
 PSS000778|
East Asian Ancestry|
1,080 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Urate [umol/L] — — R²: 0.33805
Spearman's ρ: 0.269		 Age, sex, PCs(1-40) —
PPM001464 PGS000701
(snpnet.Urea)
 PSS000783|
East Asian Ancestry|
1,080 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Urea [mmol/L] — — R²: 0.12883
Spearman's ρ: 0.147		 Age, sex, PCs(1-40) —
PPM001465 PGS000702
(snpnet.Vitamin_D)
 PSS000788|
East Asian Ancestry|
1,055 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Vitamin D [nmol/L] — — R²: 0.11925
Spearman's ρ: 0.095		 Age, sex, PCs(1-40) —
PPM001466 PGS000668
(snpnet.Alanine_aminotransferase)
 PSS000624|
European Ancestry|
23,569 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Alanine aminotransferase [U/L] — — R²: 0.2041
Spearman's ρ: 0.22		 Age, sex, PCs(1-40) —
PPM001467 PGS000669
(snpnet.Albumin)
 PSS000629|
European Ancestry|
21,516 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Albumin [g/L] — — R²: 0.13257
Spearman's ρ: 0.25		 Age, sex, PCs(1-40) —
PPM001468 PGS000670
(snpnet.Alkaline_phosphatase)
 PSS000634|
European Ancestry|
23,582 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Alkaline phosphatase [U/L] — — R²: 0.29073
Spearman's ρ: 0.449		 Age, sex, PCs(1-40) —
PPM001469 PGS000671
(snpnet.Apolipoprotein_A)
 PSS000639|
European Ancestry|
21,403 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Apolipoprotein A [g/L] — — R²: 0.31504
Spearman's ρ: 0.385		 Age, sex, PCs(1-40) —
PPM001470 PGS000672
(snpnet.Apolipoprotein_B_adjstatins)
 PSS000644|
European Ancestry|
23,448 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Apolipoprotein B [g/L] (statin adjusted) — — R²: 0.29807
Spearman's ρ: 0.467		 Age, sex, PCs(1-40) —
PPM001472 PGS000674
(snpnet.AST_ALT_ratio)
 PSS000619|
European Ancestry|
23,478 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: AST to ALT ratio — — R²: 0.17913
Spearman's ρ: 0.256		 Age, sex, PCs(1-40) —
PPM001473 PGS000675
(snpnet.C_reactive_protein)
 PSS000654|
European Ancestry|
23,534 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: C-reactive protein [mg/L] — — R²: 0.15954
Spearman's ρ: 0.346		 Age, sex, PCs(1-40) —
PPM001474 PGS000676
(snpnet.Calcium)
 PSS000659|
European Ancestry|
21,544 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Calcium [mmol/L] — — R²: 0.11196
Spearman's ρ: 0.25		 Age, sex, PCs(1-40) —
PPM001475 PGS000677
(snpnet.Cholesterol_adjstatins)
 PSS000664|
European Ancestry|
23,581 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Cholesterol [mmol/L] (statin adjusted) — — R²: 0.26423
Spearman's ρ: 0.421		 Age, sex, PCs(1-40) —
PPM001476 PGS000678
(snpnet.Creatinine)
 PSS000674|
European Ancestry|
23,576 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Creatinine [umol/L] — — R²: 0.3939
Spearman's ρ: 0.325		 Age, sex, PCs(1-40) —
PPM001477 PGS000679
(snpnet.Creatinine_in_urine)
 PSS000671|
European Ancestry|
22,875 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Creatinine in urine [umol/L] — — R²: 0.16134
Spearman's ρ: 0.068		 Age, sex, PCs(1-40) —
PPM001478 PGS000680
(snpnet.Cystatin_C)
 PSS000679|
European Ancestry|
23,580 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Cystatin C [mg/L] — — Spearman's ρ: 0.391
R²: 0.30498		 Age, sex, PCs(1-40) —
PPM001479 PGS000681
(snpnet.Direct_bilirubin)
 PSS000686|
European Ancestry|
20,094 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Direct bilirubin [umol/L] — — R²: 0.33072
Spearman's ρ: 0.453		 Age, sex, PCs(1-40) —
PPM001480 PGS000682
(snpnet.eGFR)
 PSS000807|
European Ancestry|
23,576 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: eGFR [ml/min/1.73m2] — — R²: 0.25538
Spearman's ρ: 0.299		 Age, sex, PCs(1-40) —
PPM001481 PGS000683
(snpnet.Gamma_glutamyltransferase)
 PSS000691|
European Ancestry|
23,560 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Gamma glutamyltransferase [U/L] — — R²: 0.26555
Spearman's ρ: 0.36		 Age, sex, PCs(1-40) —
PPM001482 PGS000684
(snpnet.Glucose)
 PSS000696|
European Ancestry|
986 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Glucose [mmol/L] — — R²: 0.06962
Spearman's ρ: 0.242		 Age, sex, PCs(1-40) —
PPM001483 PGS000685
(snpnet.Glycated_haemoglobin_HbA1c)
 PSS000706|
European Ancestry|
22,518 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: HbA1c [mmol/mol] — — R²: 0.17335
Spearman's ρ: 0.367		 Age, sex, PCs(1-40) —
PPM001485 PGS000687
(snpnet.IGF_1)
 PSS000711|
European Ancestry|
23,453 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: IGF-1 [nmol/L] — — R²: 0.22328
Spearman's ρ: 0.362		 Age, sex, PCs(1-40) —
PPM001486 PGS000688
(snpnet.LDL_direct_adjstatins)
 PSS000716|
European Ancestry|
23,535 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: LDL cholesterol [mmol/L] (statin adjusted) — — R²: 0.26408
Spearman's ρ: 0.436		 Age, sex, PCs(1-40) —
PPM001487 PGS000689
(snpnet.Lipoprotein_A)
 PSS000721|
European Ancestry|
19,003 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Lipoprotein A [nmol/L] — — R²: 0.48522
Spearman's ρ: 0.663		 Age, sex, PCs(1-40) —
PPM001488 PGS000690
(snpnet.Microalbumin_in_urine)
 PSS000726|
European Ancestry|
7,133 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Microalbumin in urine [mg/L] — — R²: 0.02086
Spearman's ρ: 0.023		 Age, sex, PCs(1-40) —
PPM001489 PGS000691
(snpnet.Non_albumin_protein)
 PSS000731|
European Ancestry|
21,516 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Non-albumin protein [g/L] — — R²: 0.12839
Spearman's ρ: 0.31		 Age, sex, PCs(1-40) —
PPM001490 PGS000692
(snpnet.Phosphate)
 PSS000736|
European Ancestry|
21,497 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Phosphate [mmol/L] — — R²: 0.22656
Spearman's ρ: 0.253		 Age, sex, PCs(1-40) —
PPM001491 PGS000693
(snpnet.Potassium_in_urine)
 PSS000741|
European Ancestry|
22,839 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Potassium in urine [mmol/L] — — R²: 0.04847
Spearman's ρ: 0.036		 Age, sex, PCs(1-40) —
PPM001492 PGS000694
(snpnet.SHBG)
 PSS000746|
European Ancestry|
21,313 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: SHBG [nmol/L] — — R²: 0.35511
Spearman's ρ: 0.384		 Age, sex, PCs(1-40) —
PPM001493 PGS000695
(snpnet.Sodium_in_urine)
 PSS000751|
European Ancestry|
22,812 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Sodium in urine [mmol/L] — — R²: 0.11027
Spearman's ρ: 0.077		 Age, sex, PCs(1-40) —
PPM001494 PGS000696
(snpnet.Testosterone)
 PSS000759|
European Ancestry|
21,344 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Testosterone [nmol/L] — — R²: 0.90433
Spearman's ρ: 0.169		 Age, sex, PCs(1-40) —
PPM001495 PGS000697
(snpnet.Total_bilirubin)
 PSS000764|
European Ancestry|
23,472 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Total bilirubin [umol/L] — — R²: 0.42641
Spearman's ρ: 0.523		 Age, sex, PCs(1-40) —
PPM001497 PGS000699
(snpnet.Triglycerides)
 PSS000774|
European Ancestry|
23,559 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Triglycerides [mmol/L] — — R²: 0.23168
Spearman's ρ: 0.339		 Age, sex, PCs(1-40) —
PPM001498 PGS000700
(snpnet.Urate)
 PSS000779|
European Ancestry|
23,561 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Urate [umol/L] — — R²: 0.42054
Spearman's ρ: 0.361		 Age, sex, PCs(1-40) —
PPM001499 PGS000701
(snpnet.Urea)
 PSS000784|
European Ancestry|
23,562 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Urea [mmol/L] — — R²: 0.15772
Spearman's ρ: 0.205		 Age, sex, PCs(1-40) —
PPM001500 PGS000702
(snpnet.Vitamin_D)
 PSS000789|
European Ancestry|
22,617 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Vitamin D [nmol/L] — — R²: 0.21171
Spearman's ρ: 0.211		 Age, sex, PCs(1-40) —
PPM001501 PGS000668
(snpnet.Alanine_aminotransferase)
 PSS000625|
South Asian Ancestry|
7,325 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Alanine aminotransferase [U/L] — — R²: 0.18304
Spearman's ρ: 0.198		 Age, sex, PCs(1-40) —
PPM001502 PGS000669
(snpnet.Albumin)
 PSS000630|
South Asian Ancestry|
6,687 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Albumin [g/L] — — R²: 0.15158
Spearman's ρ: 0.216		 Age, sex, PCs(1-40) —
PPM001503 PGS000670
(snpnet.Alkaline_phosphatase)
 PSS000635|
South Asian Ancestry|
7,337 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Alkaline phosphatase [U/L] — — R²: 0.23672
Spearman's ρ: 0.426		 Age, sex, PCs(1-40) —
PPM001504 PGS000671
(snpnet.Apolipoprotein_A)
 PSS000640|
South Asian Ancestry|
6,682 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Apolipoprotein A [g/L] — — R²: 0.29281
Spearman's ρ: 0.358		 Age, sex, PCs(1-40) —
PPM001506 PGS000673
(snpnet.Aspartate_aminotransferase)
 PSS000650|
South Asian Ancestry|
7,313 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Aspartate aminotransferase [U/L] — — R²: 0.11262
Spearman's ρ: 0.243		 Age, sex, PCs(1-40) —
PPM001507 PGS000674
(snpnet.AST_ALT_ratio)
 PSS000620|
South Asian Ancestry|
7,309 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: AST to ALT ratio — — R²: 0.16338
Spearman's ρ: 0.204		 Age, sex, PCs(1-40) —
PPM001508 PGS000675
(snpnet.C_reactive_protein)
 PSS000655|
South Asian Ancestry|
7,316 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: C-reactive protein [mg/L] — — R²: 0.13562
Spearman's ρ: 0.315		 Age, sex, PCs(1-40) —
PPM001509 PGS000676
(snpnet.Calcium)
 PSS000660|
South Asian Ancestry|
6,696 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Calcium [mmol/L] — — R²: 0.0961
Spearman's ρ: 0.226		 Age, sex, PCs(1-40) —
PPM001510 PGS000677
(snpnet.Cholesterol_adjstatins)
 PSS000665|
South Asian Ancestry|
7,336 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Cholesterol [mmol/L] (statin adjusted) — — R²: 0.1266
Spearman's ρ: 0.3		 Age, sex, PCs(1-40) —
PPM001511 PGS000678
(snpnet.Creatinine)
 PSS000675|
South Asian Ancestry|
7,339 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Creatinine [umol/L] — — R²: 0.40587
Spearman's ρ: 0.283		 Age, sex, PCs(1-40) —
PPM001513 PGS000680
(snpnet.Cystatin_C)
 PSS000680|
South Asian Ancestry|
7,338 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Cystatin C [mg/L] — — R²: 0.26742
Spearman's ρ: 0.323		 Age, sex, PCs(1-40) —
PPM001514 PGS000681
(snpnet.Direct_bilirubin)
 PSS000687|
South Asian Ancestry|
6,088 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Direct bilirubin [umol/L] — — R²: 0.3015
Spearman's ρ: 0.452		 Age, sex, PCs(1-40) —
PPM001515 PGS000682
(snpnet.eGFR)
 PSS000808|
South Asian Ancestry|
7,339 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: eGFR [ml/min/1.73m2] — — R²: 0.23182
Spearman's ρ: 0.252		 Age, sex, PCs(1-40) —
PPM001516 PGS000683
(snpnet.Gamma_glutamyltransferase)
 PSS000692|
South Asian Ancestry|
7,336 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Gamma glutamyltransferase [U/L] — — R²: 0.20072
Spearman's ρ: 0.338		 Age, sex, PCs(1-40) —
PPM001517 PGS000684
(snpnet.Glucose)
 PSS000697|
South Asian Ancestry|
337 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Glucose [mmol/L] — — R²: 0.05599
Spearman's ρ: 0.227		 Age, sex, PCs(1-40) —
PPM001518 PGS000685
(snpnet.Glycated_haemoglobin_HbA1c)
 PSS000707|
South Asian Ancestry|
6,895 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: HbA1c [mmol/mol] — — R²: 0.12743
Spearman's ρ: 0.268		 Age, sex, PCs(1-40) —
PPM001519 PGS000686
(snpnet.HDL_cholesterol)
 PSS000702|
South Asian Ancestry|
6,689 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: HDL cholesterol [mmol/L] — — Spearman's ρ: 0.39
R²: 0.30375		 Age, sex, PCs(1-40) —
PPM001520 PGS000687
(snpnet.IGF_1)
 PSS000712|
South Asian Ancestry|
7,283 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: IGF-1 [nmol/L] — — R²: 0.20212
Spearman's ρ: 0.313		 Age, sex, PCs(1-40) —
PPM001521 PGS000688
(snpnet.LDL_direct_adjstatins)
 PSS000717|
South Asian Ancestry|
7,319 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: LDL cholesterol [mmol/L] (statin adjusted) — — R²: 0.11217
Spearman's ρ: 0.289		 Age, sex, PCs(1-40) —
PPM001522 PGS000689
(snpnet.Lipoprotein_A)
 PSS000722|
South Asian Ancestry|
6,453 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Lipoprotein A [nmol/L] — — R²: 0.16668
Spearman's ρ: 0.375		 Age, sex, PCs(1-40) —
PPM001523 PGS000690
(snpnet.Microalbumin_in_urine)
 PSS000727|
South Asian Ancestry|
2,560 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Microalbumin in urine [mg/L] — — R²: 0.02677
Spearman's ρ: 0.053		 Age, sex, PCs(1-40) —
PPM001524 PGS000691
(snpnet.Non_albumin_protein)
 PSS000732|
South Asian Ancestry|
6,687 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Non-albumin protein [g/L] — — R²: 0.15158
Spearman's ρ: 0.292		 Age, sex, PCs(1-40) —
PPM001525 PGS000692
(snpnet.Phosphate)
 PSS000737|
South Asian Ancestry|
6,685 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Phosphate [mmol/L] — — R²: 0.20962
Spearman's ρ: 0.226		 Age, sex, PCs(1-40) —
PPM001527 PGS000694
(snpnet.SHBG)
 PSS000747|
South Asian Ancestry|
6,638 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: SHBG [nmol/L] — — R²: 0.28079
Spearman's ρ: 0.326		 Age, sex, PCs(1-40) —
PPM001528 PGS000695
(snpnet.Sodium_in_urine)
 PSS000752|
South Asian Ancestry|
6,993 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Sodium in urine [mmol/L] — — R²: 0.06605
Spearman's ρ: 0.059		 Age, sex, PCs(1-40) —
PPM001529 PGS000696
(snpnet.Testosterone)
 PSS000760|
South Asian Ancestry|
6,680 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Testosterone [nmol/L] — — R²: 0.89983
Spearman's ρ: 0.149		 Age, sex, PCs(1-40) —
PPM001530 PGS000697
(snpnet.Total_bilirubin)
 PSS000765|
South Asian Ancestry|
7,313 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Total bilirubin [umol/L] — — R²: 0.43693
Spearman's ρ: 0.548		 Age, sex, PCs(1-40) —
PPM001531 PGS000698
(snpnet.Total_protein)
 PSS000770|
South Asian Ancestry|
6,687 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Total protein [g/L] — — R²: 0.10522
Spearman's ρ: 0.258		 Age, sex, PCs(1-40) —
PPM001532 PGS000699
(snpnet.Triglycerides)
 PSS000775|
South Asian Ancestry|
7,330 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Triglycerides [mmol/L] — — R²: 0.16187
Spearman's ρ: 0.317		 Age, sex, PCs(1-40) —
PPM001533 PGS000700
(snpnet.Urate)
 PSS000780|
South Asian Ancestry|
7,328 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Urate [umol/L] — — R²: 0.32468
Spearman's ρ: 0.308		 Age, sex, PCs(1-40) —
PPM001534 PGS000701
(snpnet.Urea)
 PSS000785|
South Asian Ancestry|
7,336 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Urea [mmol/L] — — R²: 0.15556
Spearman's ρ: 0.174		 Age, sex, PCs(1-40) —
PPM001535 PGS000702
(snpnet.Vitamin_D)
 PSS000790|
South Asian Ancestry|
6,425 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Vitamin D [nmol/L] — — R²: 0.07695
Spearman's ρ: 0.08		 Age, sex, PCs(1-40) —
PPM001536 PGS000668
(snpnet.Alanine_aminotransferase)
 PSS000626|
European Ancestry|
63,766 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Alanine aminotransferase [U/L] — — R²: 0.19165
Spearman's ρ: 0.244		 Age, sex, PCs(1-40) —
PPM001537 PGS000669
(snpnet.Albumin)
 PSS000631|
European Ancestry|
58,196 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Albumin [g/L] — — R²: 0.13054
Spearman's ρ: 0.262		 Age, sex, PCs(1-40) —
PPM001539 PGS000671
(snpnet.Apolipoprotein_A)
 PSS000641|
European Ancestry|
57,932 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Apolipoprotein A [g/L] — — R²: 0.30509
Spearman's ρ: 0.398		 Age, sex, PCs(1-40) —
PPM001540 PGS000672
(snpnet.Apolipoprotein_B_adjstatins)
 PSS000646|
European Ancestry|
63,491 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Apolipoprotein B [g/L] (statin adjusted) — — R²: 0.30182
Spearman's ρ: 0.483		 Age, sex, PCs(1-40) —
PPM001541 PGS000673
(snpnet.Aspartate_aminotransferase)
 PSS000651|
European Ancestry|
63,562 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Aspartate aminotransferase [U/L] — — R²: 0.1493
Spearman's ρ: 0.285		 Age, sex, PCs(1-40) —
PPM001542 PGS000674
(snpnet.AST_ALT_ratio)
 PSS000621|
European Ancestry|
63,545 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: AST to ALT ratio — — R²: 0.16733
Spearman's ρ: 0.272		 Age, sex, PCs(1-40) —
PPM001543 PGS000675
(snpnet.C_reactive_protein)
 PSS000656|
European Ancestry|
63,656 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: C-reactive protein [mg/L] — — R²: 0.14786
Spearman's ρ: 0.353		 Age, sex, PCs(1-40) —
PPM001544 PGS000676
(snpnet.Calcium)
 PSS000661|
European Ancestry|
58,264 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Calcium [mmol/L] — — R²: 0.11497
Spearman's ρ: 0.26		 Age, sex, PCs(1-40) —
PPM001545 PGS000677
(snpnet.Cholesterol_adjstatins)
 PSS000666|
European Ancestry|
63,794 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Cholesterol [mmol/L] (statin adjusted) — — R²: 0.26395
Spearman's ρ: 0.429		 Age, sex, PCs(1-40) —
PPM001546 PGS000678
(snpnet.Creatinine)
 PSS000676|
European Ancestry|
63,758 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Creatinine [umol/L] — — R²: 0.41565
Spearman's ρ: 0.337		 Age, sex, PCs(1-40) —
PPM001547 PGS000679
(snpnet.Creatinine_in_urine)
 PSS000673|
European Ancestry|
62,142 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Creatinine in urine [umol/L] — — R²: 0.14919
Spearman's ρ: 0.077		 Age, sex, PCs(1-40) —
PPM001548 PGS000680
(snpnet.Cystatin_C)
 PSS000681|
European Ancestry|
63,762 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Cystatin C [mg/L] — — R²: 0.29509
Spearman's ρ: 0.405		 Age, sex, PCs(1-40) —
PPM001550 PGS000682
(snpnet.eGFR)
 PSS000809|
European Ancestry|
63,758 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: eGFR [ml/min/1.73m2] — — R²: 0.24611
Spearman's ρ: 0.313		 Age, sex, PCs(1-40) —
PPM001551 PGS000683
(snpnet.Gamma_glutamyltransferase)
 PSS000693|
European Ancestry|
63,756 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Gamma glutamyltransferase [U/L] — — R²: 0.24765
Spearman's ρ: 0.375		 Age, sex, PCs(1-40) —
PPM001552 PGS000684
(snpnet.Glucose)
 PSS000698|
European Ancestry|
2,208 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Glucose [mmol/L] — — R²: 0.06966
Spearman's ρ: 0.214		 Age, sex, PCs(1-40) —
PPM001553 PGS000685
(snpnet.Glycated_haemoglobin_HbA1c)
 PSS000708|
European Ancestry|
60,920 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: HbA1c [mmol/mol] — — R²: 0.16381
Spearman's ρ: 0.375		 Age, sex, PCs(1-40) —
PPM001554 PGS000686
(snpnet.HDL_cholesterol)
 PSS000703|
European Ancestry|
58,251 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: HDL cholesterol [mmol/L] — — R²: 0.35648
Spearman's ρ: 0.438		 Age, sex, PCs(1-40) —
PPM001555 PGS000687
(snpnet.IGF_1)
 PSS000713|
European Ancestry|
63,393 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: IGF-1 [nmol/L] — — R²: 0.20434
Spearman's ρ: 0.369		 Age, sex, PCs(1-40) —
PPM001556 PGS000688
(snpnet.LDL_direct_adjstatins)
 PSS000718|
European Ancestry|
63,675 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: LDL cholesterol [mmol/L] (statin adjusted) — — R²: 0.26409
Spearman's ρ: 0.446		 Age, sex, PCs(1-40) —
PPM001557 PGS000689
(snpnet.Lipoprotein_A)
 PSS000723|
European Ancestry|
50,709 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Lipoprotein A [nmol/L] — — R²: 0.51648
Spearman's ρ: 0.692		 Age, sex, PCs(1-40) —
PPM001558 PGS000690
(snpnet.Microalbumin_in_urine)
 PSS000728|
European Ancestry|
19,352 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Microalbumin in urine [mg/L] — — R²: 0.02007
Spearman's ρ: 0.021		 Age, sex, PCs(1-40) —
PPM001559 PGS000691
(snpnet.Non_albumin_protein)
 PSS000733|
European Ancestry|
58,196 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Non-albumin protein [g/L] — — R²: 0.12321
Spearman's ρ: 0.311		 Age, sex, PCs(1-40) —
PPM001560 PGS000692
(snpnet.Phosphate)
 PSS000738|
European Ancestry|
58,167 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Phosphate [mmol/L] — — Spearman's ρ: 0.255
R²: 0.23753		 Age, sex, PCs(1-40) —
PPM001562 PGS000694
(snpnet.SHBG)
 PSS000748|
European Ancestry|
57,677 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: SHBG [nmol/L] — — R²: 0.34576
Spearman's ρ: 0.414		 Age, sex, PCs(1-40) —
PPM001563 PGS000695
(snpnet.Sodium_in_urine)
 PSS000753|
European Ancestry|
62,011 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Sodium in urine [mmol/L] — — R²: 0.09883
Spearman's ρ: 0.09		 Age, sex, PCs(1-40) —
PPM001564 PGS000696
(snpnet.Testosterone)
 PSS000761|
European Ancestry|
57,774 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Testosterone [nmol/L] — — R²: 0.9055
Spearman's ρ: 0.175		 Age, sex, PCs(1-40) —
PPM001565 PGS000697
(snpnet.Total_bilirubin)
 PSS000766|
European Ancestry|
63,531 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Total bilirubin [umol/L] — — R²: 0.44377
Spearman's ρ: 0.533		 Age, sex, PCs(1-40) —
PPM001566 PGS000698
(snpnet.Total_protein)
 PSS000771|
European Ancestry|
58,196 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Total protein [g/L] — — R²: 0.11218
Spearman's ρ: 0.284		 Age, sex, PCs(1-40) —
PPM001567 PGS000699
(snpnet.Triglycerides)
 PSS000776|
European Ancestry|
63,731 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Triglycerides [mmol/L] — — R²: 0.22344
Spearman's ρ: 0.352		 Age, sex, PCs(1-40) —
PPM001568 PGS000700
(snpnet.Urate)
 PSS000781|
European Ancestry|
63,704 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Urate [umol/L] — — R²: 0.3966
Spearman's ρ: 0.378		 Age, sex, PCs(1-40) —
PPM001569 PGS000701
(snpnet.Urea)
 PSS000786|
European Ancestry|
63,745 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Urea [mmol/L] — — R²: 0.15214
Spearman's ρ: 0.223		 Age, sex, PCs(1-40) —
PPM001570 PGS000702
(snpnet.Vitamin_D)
 PSS000791|
European Ancestry|
60,998 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Vitamin D [nmol/L] — — R²: 0.22856
Spearman's ρ: 0.226		 Age, sex, PCs(1-40) —
PPM001571 PGS000694
(snpnet.SHBG)
 PSS000830|
European Ancestry|
2,129 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: SHBG [nmol/L] — — Spearman's ρ: 0.19 Age, sex —
PPM001572 PGS000696
(snpnet.Testosterone)
 PSS000831|
European Ancestry|
2,129 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Testosterone [nmol/L] — — Spearman's ρ: 0.104 Age, sex —
PPM001574 PGS000677
(snpnet.Cholesterol_adjstatins)
 PSS000798|
European Ancestry|
2,004 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Cholesterol [mmol/L] (statin adjusted) — — Spearman's ρ: 0.173 Age, sex —
PPM001575 PGS000688
(snpnet.LDL_direct_adjstatins)
 PSS000824|
European Ancestry|
2,097 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: LDL cholesterol [mmol/L] (statin adjusted) — — Spearman's ρ: 0.159 Age, sex —
PPM001576 PGS000688
(snpnet.LDL_direct_adjstatins)
 PSS000825|
European Ancestry|
1,987 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: LDL cholesterol [mmol/L] (statin adjusted) — — Spearman's ρ: 0.138 Age, sex —
PPM001577 PGS000686
(snpnet.HDL_cholesterol)
 PSS000818|
European Ancestry|
2,127 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: HDL cholesterol [mmol/L] — — Spearman's ρ: 0.301 Age, sex —
PPM001578 PGS000686
(snpnet.HDL_cholesterol)
 PSS000819|
European Ancestry|
2,002 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: HDL cholesterol [mmol/L] — — Spearman's ρ: 0.305 Age, sex —
PPM001589 PGS000693
(snpnet.Potassium_in_urine)
 PSS000835|
European Ancestry|
2,117 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Potassium in urine [mmol/L] — — Spearman's ρ: 0.065 Age, sex —
PPM001590 PGS000676
(snpnet.Calcium)
 PSS000796|
European Ancestry|
2,072 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Calcium [mmol/L] — — Spearman's ρ: 0.202 Age, sex —
PPM001591 PGS000680
(snpnet.Cystatin_C)
 PSS000802|
European Ancestry|
2,116 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Cystatin C [mg/L] — — Spearman's ρ: 0.255 Age, sex —
PPM001592 PGS000682
(snpnet.eGFR)
 PSS000810|
European Ancestry|
2,129 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: eGFR [ml/min/1.73m2] — — Spearman's ρ: 0.219 Age, sex —
PPM001593 PGS000675
(snpnet.C_reactive_protein)
 PSS000801|
European Ancestry|
2,128 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: C-reactive protein [mg/L] — — Spearman's ρ: 0.254 Age, sex —
PPM001594 PGS000690
(snpnet.Microalbumin_in_urine)
 PSS000834|
European Ancestry|
1,998 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Microalbumin in urine [mg/L] — — Spearman's ρ: 0.017 Age, sex —
PPM001595 PGS000703
(HC132)
 PSS000794|
European Ancestry|
87,413 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Angina — AUROC: 0.59262 — Age, sex, PCs(1-10) —
PPM001596 PGS000704
(HC171)
 PSS000792|
European Ancestry|
87,413 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Alcoholic cirrhosis — AUROC: 0.55471 — Age, sex, PCs(1-10) —
PPM001597 PGS000705
(HC188)
 PSS000811|
European Ancestry|
87,413 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Gallstones — AUROC: 0.62164 — Age, sex, PCs(1-10) —
PPM001598 PGS000706
(HC215)
 PSS000822|
European Ancestry|
87,413 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Hypertension — AUROC: 0.623 — Age, sex, PCs(1-10) —
PPM001599 PGS000707
(HC225)
 PSS000799|
European Ancestry|
87,413 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Cholecystitis — AUROC: 0.6038 — Age, sex, PCs(1-10) —
PPM001582 PGS000699
(snpnet.Triglycerides)
 PSS000833|
European Ancestry|
2,004 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Triglycerides [mmol/L] — — Spearman's ρ: 0.29 Age, sex —
PPM001583 PGS000684
(snpnet.Glucose)
 PSS000813|
European Ancestry|
2,129 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Glucose [mmol/L] — — Spearman's ρ: 0.132 Age, sex —
PPM001584 PGS000684
(snpnet.Glucose)
 PSS000814|
European Ancestry|
2,002 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Glucose [mmol/L] — — Spearman's ρ: 0.135 Age, sex —
PPM001585 PGS000685
(snpnet.Glycated_haemoglobin_HbA1c)
 PSS000817|
European Ancestry|
1,995 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: HbA1c [mmol/mol] — — Spearman's ρ: 0.217 Age, sex —
PPM001586 PGS000702
(snpnet.Vitamin_D)
 PSS000803|
European Ancestry|
2,058 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Vitamin D [nmol/L] — — Spearman's ρ: 0.137 Age, sex —
PPM001587 PGS000692
(snpnet.Phosphate)
 PSS000828|
European Ancestry|
2,081 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Phosphate [mmol/L] — — Spearman's ρ: 0.248 Age, sex —
PPM001588 PGS000695
(snpnet.Sodium_in_urine)
 PSS000836|
European Ancestry|
2,117 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Sodium in urine [mmol/L] — — Spearman's ρ: 0.059 Age, sex —
PPM001600 PGS000708
(HC294)
 PSS000823|
European Ancestry|
87,413 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Kidney failure — AUROC: 0.56142 — Age, sex, PCs(1-10) —
PPM001601 PGS000709
(HC299)
 PSS000820|
European Ancestry|
87,413 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Heart failure — AUROC: 0.53217 — Age, sex, PCs(1-10) —
PPM001602 PGS000710
(HC326)
 PSS000826|
European Ancestry|
87,413 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Myocardial infarction — AUROC: 0.59348 — Age, sex, PCs(1-10) —
PPM001603 PGS000711
(HC328)
 PSS000815|
European Ancestry|
87,413 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Gout — AUROC: 0.7107 — Age, sex, PCs(1-10) —
PPM001604 PGS000712
(T2D_HbA1c_39)
 PSS000755|
European Ancestry|
87,413 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Type 2 diabetes — AUROC: 0.68713 — Age, sex, PCs(1-10) —
PPM001605 PGS000713
(T2D)
 PSS000754|
European Ancestry|
87,413 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Type 2 diabetes — AUROC: 0.688 — Age, sex, PCs(1-10) —
PPM001606 PGS000710
(HC326)
 PSS000827|
European Ancestry|
135,300 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Myocardial infarction HR: 1.19 [1.17, 1.22] C-index: 0.707 — Age as time scale, sex, batch, PCs(1-10) —
PPM001607 PGS000704
(HC171)
 PSS000793|
European Ancestry|
135,300 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Alcoholic cirrhosis HR: 1.18 [1.11, 1.27] C-index: 0.711 — Age as time scale, sex, batch, PCs(1-10) —
PPM001609 PGS000708
(HC294)
 PSS000804|
European Ancestry|
135,300 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Dialysis HR: 1.13 [1.04, 1.23] C-index: 0.745 — Age as time scale, sex, batch, PCs(1-10) —
PPM001610 PGS000708
(HC294)
 PSS000682|
European Ancestry|
135,300 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Diabetic kidney failure in all HR: 1.19 [1.13, 1.26] C-index: 0.779 — Age as time scale, sex, batch, PCs(1-10) —
PPM001611 PGS000708
(HC294)
 PSS000682|
European Ancestry|
135,300 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Diabetic kidney failure in diabetics HR: 1.08 [1.02, 1.14] C-index: 0.706 — Age as time scale, sex, batch, PCs(1-10) —
PPM001612 PGS000708
(HC294)
 PSS000683|
European Ancestry|
135,300 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Diabetic kidney failure in type 2 diabetics HR: 1.13 [1.04, 1.24] C-index: 0.634 — Age as time scale, sex, batch, PCs(1-10) —
PPM001613 PGS000705
(HC188)
 PSS000812|
European Ancestry|
135,300 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Gallstones HR: 1.34 [1.32, 1.37] C-index: 0.605 — Age as time scale, sex, batch, PCs(1-10) —
PPM001614 PGS000709
(HC299)
 PSS000821|
European Ancestry|
135,300 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Heart failure HR: 1.08 [1.06, 1.1] C-index: 0.635 — Age as time scale, sex, batch, PCs(1-10) —
PPM001615 PGS000713
(T2D)
 PSS000756|
European Ancestry|
135,300 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Type 2 diabetes HR: 1.49 [1.47, 1.51] C-index: 0.669 — Age as time scale, sex, batch, PCs(1-10) —
PPM001616 PGS000711
(HC328)
 PSS000816|
European Ancestry|
135,300 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Gout HR: 1.58 [1.51, 1.65] C-index: 0.673 — Age as time scale, sex, batch, PCs(1-10) —
PPM001579 PGS000678
(snpnet.Creatinine)
 PSS000800|
European Ancestry|
2,129 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Creatinine [umol/L] — — Spearman's ρ: 0.24 Age, sex —
PPM001580 PGS000671
(snpnet.Apolipoprotein_A)
 PSS000795|
European Ancestry|
1,378 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Apolipoprotein A [g/L] — — Spearman's ρ: 0.241 Age, sex —
PPM001581 PGS000699
(snpnet.Triglycerides)
 PSS000832|
European Ancestry|
2,129 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Triglycerides [mmol/L] — — Spearman's ρ: 0.258 Age, sex —
PPM001412 PGS000684
(snpnet.Glucose)
 PSS000694|
African Ancestry|
760 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Glucose [mmol/L] — — R²: 0.05168
Spearman's ρ: 0.059		 Age, sex, PCs(1-40) —
PPM001414 PGS000686
(snpnet.HDL_cholesterol)
 PSS000699|
African Ancestry|
5,573 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: HDL cholesterol [mmol/L] — — R²: 0.17487
Spearman's ρ: 0.241		 Age, sex, PCs(1-40) —
PPM001425 PGS000697
(snpnet.Total_bilirubin)
 PSS000762|
African Ancestry|
5,978 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Total bilirubin [umol/L] — — R²: 0.38749
Spearman's ρ: 0.551		 Age, sex, PCs(1-40) —
PPM001396 PGS000668
(snpnet.Alanine_aminotransferase)
 PSS000622|
African Ancestry|
6,017 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Alanine aminotransferase [U/L] — — R²: 0.17646
Spearman's ρ: 0.092		 Age, sex, PCs(1-40) —
PPM001403 PGS000675
(snpnet.C_reactive_protein)
 PSS000652|
African Ancestry|
6,006 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: C-reactive protein [mg/L] — — R²: 0.07691
Spearman's ρ: 0.196		 Age, sex, PCs(1-40) —
PPM001431 PGS000668
(snpnet.Alanine_aminotransferase)
 PSS000623|
East Asian Ancestry|
1,081 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Alanine aminotransferase [U/L] — — R²: 0.1561
Spearman's ρ: 0.145		 Age, sex, PCs(1-40) —
PPM001435 PGS000672
(snpnet.Apolipoprotein_B_adjstatins)
 PSS000643|
East Asian Ancestry|
1,074 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Apolipoprotein B [g/L] (statin adjusted) — — R²: 0.17749
Spearman's ρ: 0.346		 Age, sex, PCs(1-40) —
PPM001449 PGS000686
(snpnet.HDL_cholesterol)
 PSS000700|
East Asian Ancestry|
986 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: HDL cholesterol [mmol/L] — — R²: 0.31466
Spearman's ρ: 0.326		 Age, sex, PCs(1-40) —
PPM001461 PGS000698
(snpnet.Total_protein)
 PSS000768|
East Asian Ancestry|
984 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Total protein [g/L] — — R²: 0.09275
Spearman's ρ: 0.247		 Age, sex, PCs(1-40) —
PPM001471 PGS000673
(snpnet.Aspartate_aminotransferase)
 PSS000649|
European Ancestry|
23,483 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Aspartate aminotransferase [U/L] — — R²: 0.1564
Spearman's ρ: 0.278		 Age, sex, PCs(1-40) —
PPM001484 PGS000686
(snpnet.HDL_cholesterol)
 PSS000701|
European Ancestry|
21,542 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: HDL cholesterol [mmol/L] — — R²: 0.36109
Spearman's ρ: 0.422		 Age, sex, PCs(1-40) —
PPM001496 PGS000698
(snpnet.Total_protein)
 PSS000769|
European Ancestry|
21,516 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Total protein [g/L] — — R²: 0.11654
Spearman's ρ: 0.282		 Age, sex, PCs(1-40) —
PPM001505 PGS000672
(snpnet.Apolipoprotein_B_adjstatins)
 PSS000645|
South Asian Ancestry|
7,275 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Apolipoprotein B [g/L] (statin adjusted) — — R²: 0.15714
Spearman's ρ: 0.335		 Age, sex, PCs(1-40) —
PPM001512 PGS000679
(snpnet.Creatinine_in_urine)
 PSS000672|
South Asian Ancestry|
7,009 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Creatinine in urine [umol/L] — — R²: 0.16585
Spearman's ρ: 0.056		 Age, sex, PCs(1-40) —
PPM001526 PGS000693
(snpnet.Potassium_in_urine)
 PSS000742|
South Asian Ancestry|
6,998 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Potassium in urine [mmol/L] — — R²: 0.06035
Spearman's ρ: 0.027		 Age, sex, PCs(1-40) —
PPM001538 PGS000670
(snpnet.Alkaline_phosphatase)
 PSS000636|
European Ancestry|
63,795 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Alkaline phosphatase [U/L] — — R²: 0.27296
Spearman's ρ: 0.47		 Age, sex, PCs(1-40) —
PPM001549 PGS000681
(snpnet.Direct_bilirubin)
 PSS000688|
European Ancestry|
54,161 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Direct bilirubin [umol/L] — — R²: 0.34294
Spearman's ρ: 0.46		 Age, sex, PCs(1-40) —
PPM001561 PGS000693
(snpnet.Potassium_in_urine)
 PSS000743|
European Ancestry|
62,013 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Potassium in urine [mmol/L] — — R²: 0.04727
Spearman's ρ: 0.042		 Age, sex, PCs(1-40) —
PPM001573 PGS000677
(snpnet.Cholesterol_adjstatins)
 PSS000797|
European Ancestry|
2,129 individuals
 PGP000128 |
Sinnott-Armstrong N et al. Nat Genet (2021)
 Reported Trait: Cholesterol [mmol/L] (statin adjusted) — — Spearman's ρ: 0.184 Age, sex —

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
PSS000679 — — 23,580 individuals — European Non-British White UKB —
PSS000680 — — 7,338 individuals — South Asian — UKB —
PSS000681 — — 63,762 individuals — European
(British)		 — UKB —
PSS000682 ICD-10 E1[0-4]2 —
[
  • 1,299 cases
  • , 134,001 controls
]
 — European
(Finnish)		 — FinnGen —
PSS000683 ICD-10 E1[0-4]2 —
[
  • 511 cases
  • , 134,789 controls
]
 — European
(Finnish)		 — FinnGen —
PSS000684 — — 5,007 individuals — African unspecified — UKB —
PSS000685 — — 915 individuals — East Asian — UKB —
PSS000686 — — 20,094 individuals — European Non-British White UKB —
PSS000687 — — 6,088 individuals — South Asian — UKB —
PSS000688 — — 54,161 individuals — European
(British)		 — UKB —
PSS000689 — — 6,015 individuals — African unspecified — UKB —
PSS000690 — — 1,081 individuals — East Asian — UKB —
PSS000691 — — 23,560 individuals — European Non-British White UKB —
PSS000692 — — 7,336 individuals — South Asian — UKB —
PSS000693 — — 63,756 individuals — European
(British)		 — UKB —
PSS000694 — — 760 individuals — African unspecified — UKB —
PSS000695 — — 60 individuals — East Asian — UKB —
PSS000696 — — 986 individuals — European Non-British White UKB —
PSS000697 — — 337 individuals — South Asian — UKB —
PSS000698 — — 2,208 individuals — European
(British)		 — UKB —
PSS000699 — — 5,573 individuals — African unspecified — UKB —
PSS000700 — — 986 individuals — East Asian — UKB —
PSS000701 — — 21,542 individuals — European Non-British White UKB —
PSS000702 — — 6,689 individuals — South Asian — UKB —
PSS000703 — — 58,251 individuals — European
(British)		 — UKB —
PSS000704 — — 4,847 individuals — African unspecified — UKB —
PSS000705 — — 1,032 individuals — East Asian — UKB —
PSS000706 — — 22,518 individuals — European Non-British White UKB —
PSS000707 — — 6,895 individuals — South Asian — UKB —
PSS000708 — — 60,920 individuals — European
(British)		 — UKB —
PSS000709 — — 5,974 individuals — African unspecified — UKB —
PSS000710 — — 1,074 individuals — East Asian — UKB —
PSS000711 — — 23,453 individuals — European Non-British White UKB —
PSS000712 — — 7,283 individuals — South Asian — UKB —
PSS000713 — — 63,393 individuals — European
(British)		 — UKB —
PSS000714 — — 6,003 individuals — African unspecified — UKB —
PSS000715 — — 1,082 individuals — East Asian — UKB —
PSS000716 — — 23,535 individuals — European Non-British White UKB —
PSS000717 — — 7,319 individuals — South Asian — UKB —
PSS000718 — — 63,675 individuals — European
(British)		 — UKB —
PSS000719 — — 5,018 individuals — African unspecified — UKB —
PSS000720 — — 980 individuals — East Asian — UKB —
PSS000721 — — 19,003 individuals — European Non-British White UKB —
PSS000722 — — 6,453 individuals — South Asian — UKB —
PSS000723 — — 50,709 individuals — European
(British)		 — UKB —
PSS000724 — — 2,679 individuals — African unspecified — UKB —
PSS000725 — — 323 individuals — East Asian — UKB —
PSS000726 — — 7,133 individuals — European Non-British White UKB —
PSS000727 — — 2,560 individuals — South Asian — UKB —
PSS000728 — — 19,352 individuals — European
(British)		 — UKB —
PSS000729 — — 5,573 individuals — African unspecified — UKB —
PSS000730 — — 984 individuals — East Asian — UKB —
PSS000731 — — 21,516 individuals — European Non-British White UKB —
PSS000732 — — 6,687 individuals — South Asian — UKB —
PSS000733 — — 58,196 individuals — European
(British)		 — UKB —
PSS000734 — — 5,568 individuals — African unspecified — UKB —
PSS000735 — — 986 individuals — East Asian — UKB —
PSS000736 — — 21,497 individuals — European Non-British White UKB —
PSS000737 — — 6,685 individuals — South Asian — UKB —
PSS000738 — — 58,167 individuals — European
(British)		 — UKB —
PSS000739 — — 5,786 individuals — African unspecified — UKB —
PSS000740 — — 1,045 individuals — East Asian — UKB —
PSS000741 — — 22,839 individuals — European Non-British White UKB —
PSS000742 — — 6,998 individuals — South Asian — UKB —
PSS000743 — — 62,013 individuals — European
(British)		 — UKB —
PSS000744 — — 5,523 individuals — African unspecified — UKB —
PSS000745 — — 979 individuals — East Asian — UKB —
PSS000746 — — 21,313 individuals — European Non-British White UKB —
PSS000747 — — 6,638 individuals — South Asian — UKB —
PSS000748 — — 57,677 individuals — European
(British)		 — UKB —
PSS000749 — — 5,781 individuals — African unspecified — UKB —
PSS000750 — — 1,044 individuals — East Asian — UKB —
PSS000751 — — 22,812 individuals — European Non-British White UKB —
PSS000752 — — 6,993 individuals — South Asian — UKB —
PSS000753 — — 62,011 individuals — European
(British)		 — UKB —
PSS000754 — — 87,413 individuals — European — UKB —
PSS000755 — — 87,413 individuals — European — UKB —
PSS000756 ICD-10 E11.0 - E11.9 —
[
  • 17,519 cases
  • , 117,781 controls
]
 — European
(Finnish)		 — FinnGen —
PSS000757 — — 5,453 individuals — African unspecified — UKB —
PSS000758 — — 1,008 individuals — East Asian — UKB —
PSS000759 — — 21,344 individuals — European Non-British White UKB —
PSS000760 — — 6,680 individuals — South Asian — UKB —
PSS000761 — — 57,774 individuals — European
(British)		 — UKB —
PSS000762 — — 5,978 individuals — African unspecified — UKB —
PSS000763 — — 1,069 individuals — East Asian — UKB —
PSS000764 — — 23,472 individuals — European Non-British White UKB —
PSS000765 — — 7,313 individuals — South Asian — UKB —
PSS000766 — — 63,531 individuals — European
(British)		 — UKB —
PSS000767 — — 5,573 individuals — African unspecified — UKB —
PSS000768 — — 984 individuals — East Asian — UKB —
PSS000769 — — 21,516 individuals — European Non-British White UKB —
PSS000770 — — 6,687 individuals — South Asian — UKB —
PSS000771 — — 58,196 individuals — European
(British)		 — UKB —
PSS000772 — — 6,014 individuals — African unspecified — UKB —
PSS000773 — — 1,081 individuals — East Asian — UKB —
PSS000774 — — 23,559 individuals — European Non-British White UKB —
PSS000775 — — 7,330 individuals — South Asian — UKB —
PSS000776 — — 63,731 individuals — European
(British)		 — UKB —
PSS000777 — — 6,011 individuals — African unspecified — UKB —
PSS000778 — — 1,080 individuals — East Asian — UKB —
PSS000779 — — 23,561 individuals — European Non-British White UKB —
PSS000780 — — 7,328 individuals — South Asian — UKB —
PSS000781 — — 63,704 individuals — European
(British)		 — UKB —
PSS000782 — — 6,015 individuals — African unspecified — UKB —
PSS000783 — — 1,080 individuals — East Asian — UKB —
PSS000784 — — 23,562 individuals — European Non-British White UKB —
PSS000785 — — 7,336 individuals — South Asian — UKB —
PSS000786 — — 63,745 individuals — European
(British)		 — UKB —
PSS000787 — — 5,845 individuals — African unspecified — UKB —
PSS000788 — — 1,055 individuals — East Asian — UKB —
PSS000789 — — 22,617 individuals — European Non-British White UKB —
PSS000790 — — 6,425 individuals — South Asian — UKB —
PSS000791 — — 60,998 individuals — European
(British)		 — UKB —
PSS000792 — — 87,413 individuals — European — UKB —
PSS000793 ICD-10 K70 —
[
  • 845 cases
  • , 134,455 controls
]
 — European
(Finnish)		 — FinnGen —
PSS000794 — — 87,413 individuals — European — UKB —
PSS000795 — — 1,378 individuals — European Participants self-identifying as white MESA —
PSS000796 — — 2,072 individuals — European Participants self-identifying as white MESA —
PSS000797 — — 2,129 individuals — European Participants self-identifying as white MESA —
PSS000798 — — 2,004 individuals — European Participants self-identifying as white MESA —
PSS000799 — — 87,413 individuals — European — UKB —
PSS000800 — — 2,129 individuals — European Participants self-identifying as white MESA —
PSS000801 — — 2,128 individuals — European Participants self-identifying as white MESA —
PSS000802 — — 2,116 individuals — European Participants self-identifying as white MESA —
PSS000803 — — 2,058 individuals — European Participants self-identifying as white MESA —
PSS000804 ICD-10 Z992|Y841 —
[
  • 595 cases
  • , 134,705 controls
]
 — European
(Finnish)		 — FinnGen —
PSS000805 — — 6,016 individuals — African unspecified — UKB —
PSS000806 — — 1,081 individuals — East Asian — UKB —
PSS000807 — — 23,576 individuals — European Non-British White UKB —
PSS000808 — — 7,339 individuals — South Asian — UKB —
PSS000809 — — 63,758 individuals — European
(British)		 — UKB —
PSS000810 — — 2,129 individuals — European Participants self-identifying as white MESA —
PSS000811 — — 87,413 individuals — European — UKB —
PSS000812 — —
[
  • 11,629 cases
  • , 123,671 controls
]
 — European
(Finnish)		 — FinnGen —
PSS000813 — — 2,129 individuals — European Participants self-identifying as white MESA —
PSS000814 — — 2,002 individuals — European Participants self-identifying as white MESA —
PSS000815 — — 87,413 individuals — European — UKB —
PSS000816 ICD-10 M10 —
[
  • 1,936 cases
  • , 133,364 controls
]
 — European
(Finnish)		 — FinnGen —
PSS000817 — — 1,995 individuals — European Participants self-identifying as white MESA —
PSS000818 — — 2,127 individuals — European Participants self-identifying as white MESA —
PSS000819 — — 2,002 individuals — European Participants self-identifying as white MESA —
PSS000820 — — 87,413 individuals — European — UKB —
PSS000821 ICD-10 I50, I11.0, I13.0 —
[
  • 13,965 cases
  • , 121,335 controls
]
 — European
(Finnish)		 — FinnGen —
PSS000822 — — 87,413 individuals — European — UKB —
PSS000823 — — 87,413 individuals — European — UKB —
PSS000824 — — 2,097 individuals — European Participants self-identifying as white MESA —
PSS000825 — — 1,987 individuals — European Participants self-identifying as white MESA —
PSS000826 — — 87,413 individuals — European — UKB —
PSS000827 ICD-10 I21|I22 —
[
  • 7,913 cases
  • , 127,387 controls
]
 — European
(Finnish)		 — FinnGen —
PSS000828 — — 2,081 individuals — European Participants self-identifying as white MESA —
PSS000829 ICD-10 N17 —
[
  • 3,058 cases
  • , 132,242 controls
]
 — European
(Finnish)		 — FinnGen —
PSS000830 — — 2,129 individuals — European Participants self-identifying as white MESA —
PSS000831 — — 2,129 individuals — European Participants self-identifying as white MESA —
PSS000832 — — 2,129 individuals — European Participants self-identifying as white MESA —
PSS000833 — — 2,004 individuals — European Participants self-identifying as white MESA —
PSS000834 — — 1,998 individuals — European Participants self-identifying as white MESA —
PSS000835 — — 2,117 individuals — European Participants self-identifying as white MESA —
PSS000836 — — 2,117 individuals — European Participants self-identifying as white MESA —
PSS000617 — — 5,981 individuals — African unspecified — UKB —
PSS000618 — — 1,069 individuals — East Asian — UKB —
PSS000619 — — 23,478 individuals — European Non-British White UKB —
PSS000620 — — 7,309 individuals — South Asian — UKB —
PSS000621 — — 63,545 individuals — European
(British)		 — UKB —
PSS000622 — — 6,017 individuals — African unspecified — UKB —
PSS000623 — — 1,081 individuals — East Asian — UKB —
PSS000624 — — 23,569 individuals — European Non-British White UKB —
PSS000625 — — 7,325 individuals — South Asian — UKB —
PSS000626 — — 63,766 individuals — European
(British)		 — UKB —
PSS000627 — — 5,573 individuals — African unspecified — UKB —
PSS000628 — — 984 individuals — East Asian — UKB —
PSS000629 — — 21,516 individuals — European Non-British White UKB —
PSS000630 — — 6,687 individuals — South Asian — UKB —
PSS000631 — — 58,196 individuals — European
(British)		 — UKB —
PSS000632 — — 6,019 individuals — African unspecified — UKB —
PSS000633 — — 1,082 individuals — East Asian — UKB —
PSS000634 — — 23,582 individuals — European Non-British White UKB —
PSS000635 — — 7,337 individuals — South Asian — UKB —
PSS000636 — — 63,795 individuals — European
(British)		 — UKB —
PSS000637 — — 5,550 individuals — African unspecified — UKB —
PSS000638 — — 974 individuals — East Asian — UKB —
PSS000639 — — 21,403 individuals — European Non-British White UKB —
PSS000640 — — 6,682 individuals — South Asian — UKB —
PSS000641 — — 57,932 individuals — European
(British)		 — UKB —
PSS000642 — — 5,962 individuals — African unspecified — UKB —
PSS000643 — — 1,074 individuals — East Asian — UKB —
PSS000644 — — 23,448 individuals — European Non-British White UKB —
PSS000645 — — 7,275 individuals — South Asian — UKB —
PSS000646 — — 63,491 individuals — European
(British)		 — UKB —
PSS000647 — — 5,982 individuals — African unspecified — UKB —
PSS000648 — — 1,070 individuals — East Asian — UKB —
PSS000649 — — 23,483 individuals — European Non-British White UKB —
PSS000650 — — 7,313 individuals — South Asian — UKB —
PSS000651 — — 63,562 individuals — European
(British)		 — UKB —
PSS000652 — — 6,006 individuals — African unspecified — UKB —
PSS000653 — — 1,077 individuals — East Asian — UKB —
PSS000654 — — 23,534 individuals — European Non-British White UKB —
PSS000655 — — 7,316 individuals — South Asian — UKB —
PSS000656 — — 63,656 individuals — European
(British)		 — UKB —
PSS000657 — — 5,576 individuals — African unspecified — UKB —
PSS000658 — — 987 individuals — East Asian — UKB —
PSS000659 — — 21,544 individuals — European Non-British White UKB —
PSS000660 — — 6,696 individuals — South Asian — UKB —
PSS000661 — — 58,264 individuals — European
(British)		 — UKB —
PSS000662 — — 6,014 individuals — African unspecified — UKB —
PSS000663 — — 1,082 individuals — East Asian — UKB —
PSS000664 — — 23,581 individuals — European Non-British White UKB —
PSS000665 — — 7,336 individuals — South Asian — UKB —
PSS000666 — — 63,794 individuals — European
(British)		 — UKB —
PSS000667 — — 6,016 individuals — African unspecified — UKB —
PSS000668 — — 1,081 individuals — East Asian — UKB —
PSS000669 — — 5,789 individuals — African unspecified — UKB —
PSS000670 — — 1,045 individuals — East Asian — UKB —
PSS000671 — — 22,875 individuals — European Non-British White UKB —
PSS000672 — — 7,009 individuals — South Asian — UKB —
PSS000673 — — 62,142 individuals — European
(British)		 — UKB —
PSS000674 — — 23,576 individuals — European Non-British White UKB —
PSS000675 — — 7,339 individuals — South Asian — UKB —
PSS000676 — — 63,758 individuals — European
(British)		 — UKB —
PSS000677 — — 6,015 individuals — African unspecified — UKB —
PSS000678 — — 1,082 individuals — East Asian — UKB —