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)

PGS Developed By This Publication

Polygenic Score (PGS) ID PGS Name PGS Publication (PGP) ID Reported Trait Mapped Trait(s) (Ontology) Number of Variants PGS Scoring File (FTP Link)
PGS000687 snpnet.IGF_1 PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) IGF-1 [nmol/L] IGF-1 measurement 23,443 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000687/ScoringFiles/PGS000687.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000688/ScoringFiles/PGS000688.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000689/ScoringFiles/PGS000689.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000691/ScoringFiles/PGS000691.txt.gz - Check Terms/Licenses
PGS000699 snpnet.Triglycerides PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Triglycerides [mmol/L] triglyceride measurement 16,003 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000699/ScoringFiles/PGS000699.txt.gz - Check Terms/Licenses
PGS000692 snpnet.Phosphate PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Phosphate [mmol/L] phosphate measurement 12,448 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000692/ScoringFiles/PGS000692.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000690/ScoringFiles/PGS000690.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000668/ScoringFiles/PGS000668.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000669/ScoringFiles/PGS000669.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000675/ScoringFiles/PGS000675.txt.gz - Check Terms/Licenses
PGS000676 snpnet.Calcium PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Calcium [mmol/L] calcium measurement 12,334 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000676/ScoringFiles/PGS000676.txt.gz - Check Terms/Licenses
PGS000683 snpnet.Gamma_glutamyltransferase PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Gamma glutamyltransferase [U/L] serum gamma-glutamyl transferase measurement 17,323 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000683/ScoringFiles/PGS000683.txt.gz - Check Terms/Licenses
PGS000684 snpnet.Glucose PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Glucose [mmol/L] glucose measurement 3,313 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000684/ScoringFiles/PGS000684.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000670/ScoringFiles/PGS000670.txt.gz - Check Terms/Licenses
PGS000671 snpnet.Apolipoprotein_A PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Apolipoprotein A [g/L] apolipoprotein A 1 measurement 19,324 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000671/ScoringFiles/PGS000671.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000672/ScoringFiles/PGS000672.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000677/ScoringFiles/PGS000677.txt.gz - Check Terms/Licenses
PGS000678 snpnet.Creatinine PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Creatinine [umol/L] creatinine measurement 21,027 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000678/ScoringFiles/PGS000678.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000679/ScoringFiles/PGS000679.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000680/ScoringFiles/PGS000680.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000681/ScoringFiles/PGS000681.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 http://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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000674/ScoringFiles/PGS000674.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000682/ScoringFiles/PGS000682.txt.gz - Check Terms/Licenses
PGS000695 snpnet.Sodium_in_urine PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Sodium in urine [mmol/L] sodium measurement
urinary metabolite measurement
5,833 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000695/ScoringFiles/PGS000695.txt.gz - Check Terms/Licenses
PGS000696 snpnet.Testosterone PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Testosterone [nmol/L] testosterone measurement 8,223 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000696/ScoringFiles/PGS000696.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000697/ScoringFiles/PGS000697.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000698/ScoringFiles/PGS000698.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000693/ScoringFiles/PGS000693.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 http://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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000686/ScoringFiles/PGS000686.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000694/ScoringFiles/PGS000694.txt.gz - Check Terms/Licenses
PGS000703 HC132 PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Angina angina pectoris 183,692 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000703/ScoringFiles/PGS000703.txt.gz - Check Terms/Licenses
PGS000704 HC171 PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Alcoholic cirrhosis alcoholic liver cirrhosis 183,271 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000704/ScoringFiles/PGS000704.txt.gz - Check Terms/Licenses
PGS000706 HC215 PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Hypertension hypertension 186,726 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000706/ScoringFiles/PGS000706.txt.gz - Check Terms/Licenses
PGS000707 HC225 PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Cholecystitis Cholecystitis 183,329 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000707/ScoringFiles/PGS000707.txt.gz - Check Terms/Licenses
PGS000709 HC299 PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Heart failure heart failure 183,287 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000709/ScoringFiles/PGS000709.txt.gz - Check Terms/Licenses
PGS000710 HC326 PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Myocardial infarction myocardial infarction 183,566 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000710/ScoringFiles/PGS000710.txt.gz - Check Terms/Licenses
PGS000711 HC328 PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Gout gout 183,332 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000711/ScoringFiles/PGS000711.txt.gz - Check Terms/Licenses
PGS000713 T2D PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) T2D pulmonary arterial hypertension 183,830 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000713/ScoringFiles/PGS000713.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000701/ScoringFiles/PGS000701.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 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000702/ScoringFiles/PGS000702.txt.gz - Check Terms/Licenses
PGS000705 HC188 PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Gallstones gallstones 183,458 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000705/ScoringFiles/PGS000705.txt.gz - Check Terms/Licenses
PGS000708 HC294 PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Kidney failure kidney failure 183,272 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000708/ScoringFiles/PGS000708.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 II diabetes mellitus 183,695 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000712/ScoringFiles/PGS000712.txt.gz - Check Terms/Licenses
PGS000700 snpnet.Urate PGP000128 Sinnott-Armstrong N et al. Nat Genet (2021) Urate [umol/L] urate measurement 20,171 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000700/ScoringFiles/PGS000700.txt.gz - Check Terms/Licenses

PGS 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 ID)
Evaluated Score PGS Sample Set ID
(PSS ID)
Performance Source Trait PGS Effect Sizes
(per SD change)
PGS Classification Metrics Other Metrics Covariates Included in the Model PGS Performance: Other Relevant Information
PPM001608 PGS000708
(HC294)
PSS000829 PGP000128 Sinnott-Armstrong N et al. (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 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: HbA1c [mmol/mol] : 0.07974
Spearman's ρ: 0.132
Age, sex, PCs(1-40)
PPM001415 PGS000687
(snpnet.IGF_1)
PSS000709 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: IGF-1 [nmol/L] : 0.11454
Spearman's ρ: 0.182
Age, sex, PCs(1-40)
PPM001416 PGS000688
(snpnet.LDL_direct_adjstatins)
PSS000714 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: LDL cholesterol [mmol/L] (statin adjusted) : 0.13357
Spearman's ρ: 0.289
Age, sex, PCs(1-40)
PPM001417 PGS000689
(snpnet.Lipoprotein_A)
PSS000719 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Lipoprotein A [nmol/L] : 0.00769
Spearman's ρ: 0.058
Age, sex, PCs(1-40)
PPM001418 PGS000690
(snpnet.Microalbumin_in_urine)
PSS000724 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Microalbumin in urine [mg/L] : 0.02307
Spearman's ρ: 0.013
Age, sex, PCs(1-40)
PPM001419 PGS000691
(snpnet.Non_albumin_protein)
PSS000729 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Non-albumin protein [g/L] : 0.07146
Spearman's ρ: 0.16
Age, sex, PCs(1-40)
PPM001420 PGS000692
(snpnet.Phosphate)
PSS000734 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Phosphate [mmol/L] : 0.12827
Spearman's ρ: 0.115
Age, sex, PCs(1-40)
PPM001421 PGS000693
(snpnet.Potassium_in_urine)
PSS000739 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Potassium in urine [mmol/L] : 0.03001
Spearman's ρ: 0.011
Age, sex, PCs(1-40)
PPM001422 PGS000694
(snpnet.SHBG)
PSS000744 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: SHBG [nmol/L] : 0.22708
Spearman's ρ: 0.235
Age, sex, PCs(1-40)
PPM001423 PGS000695
(snpnet.Sodium_in_urine)
PSS000749 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Sodium in urine [mmol/L] : 0.0456
Spearman's ρ: 0.029
Age, sex, PCs(1-40)
PPM001424 PGS000696
(snpnet.Testosterone)
PSS000757 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Testosterone [nmol/L] : 0.89659
Spearman's ρ: 0.091
Age, sex, PCs(1-40)
PPM001426 PGS000698
(snpnet.Total_protein)
PSS000767 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Total protein [g/L] : 0.04363
Spearman's ρ: 0.144
Age, sex, PCs(1-40)
PPM001427 PGS000699
(snpnet.Triglycerides)
PSS000772 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Triglycerides [mmol/L] : 0.10632
Spearman's ρ: 0.169
Age, sex, PCs(1-40)
PPM001428 PGS000700
(snpnet.Urate)
PSS000777 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Urate [umol/L] : 0.29536
Spearman's ρ: 0.24
Age, sex, PCs(1-40)
PPM001429 PGS000701
(snpnet.Urea)
PSS000782 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Urea [mmol/L] : 0.13035
Spearman's ρ: 0.111
Age, sex, PCs(1-40)
PPM001430 PGS000702
(snpnet.Vitamin_D)
PSS000787 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Vitamin D [nmol/L] : 0.09201
Spearman's ρ: 0.055
Age, sex, PCs(1-40)
PPM001397 PGS000669
(snpnet.Albumin)
PSS000627 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Albumin [g/L] : 0.10081
Spearman's ρ: 0.121
Age, sex, PCs(1-40)
PPM001398 PGS000670
(snpnet.Alkaline_phosphatase)
PSS000632 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Alkaline phosphatase [U/L] : 0.11131
Spearman's ρ: 0.229
Age, sex, PCs(1-40)
PPM001399 PGS000671
(snpnet.Apolipoprotein_A)
PSS000637 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Apolipoprotein A [g/L] : 0.1486
Spearman's ρ: 0.213
Age, sex, PCs(1-40)
PPM001400 PGS000672
(snpnet.Apolipoprotein_B_adjstatins)
PSS000642 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Apolipoprotein B [g/L] (statin adjusted) : 0.15686
Spearman's ρ: 0.318
Age, sex, PCs(1-40)
PPM001401 PGS000673
(snpnet.Aspartate_aminotransferase)
PSS000647 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Aspartate aminotransferase [U/L] : 0.10334
Spearman's ρ: 0.103
Age, sex, PCs(1-40)
PPM001402 PGS000674
(snpnet.AST_ALT_ratio)
PSS000617 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: AST to ALT ratio : 0.10039
Spearman's ρ: 0.108
Age, sex, PCs(1-40)
PPM001404 PGS000676
(snpnet.Calcium)
PSS000657 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Calcium [mmol/L] : 0.07349
Spearman's ρ: 0.11
Age, sex, PCs(1-40)
PPM001405 PGS000677
(snpnet.Cholesterol_adjstatins)
PSS000662 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Cholesterol [mmol/L] (statin adjusted) : 0.1282
Spearman's ρ: 0.26
Age, sex, PCs(1-40)
PPM001406 PGS000678
(snpnet.Creatinine)
PSS000667 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Creatinine [umol/L] : 0.37051
Spearman's ρ: 0.146
Age, sex, PCs(1-40)
PPM001407 PGS000679
(snpnet.Creatinine_in_urine)
PSS000669 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Creatinine in urine [umol/L] : 0.11165
Spearman's ρ: 0.035
Age, sex, PCs(1-40)
PPM001408 PGS000680
(snpnet.Cystatin_C)
PSS000677 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Cystatin C [mg/L] : 0.17697
Spearman's ρ: 0.196
Age, sex, PCs(1-40)
PPM001409 PGS000681
(snpnet.Direct_bilirubin)
PSS000684 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Direct bilirubin [umol/L] : 0.27938
Spearman's ρ: 0.469
Age, sex, PCs(1-40)
PPM001410 PGS000682
(snpnet.eGFR)
PSS000805 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: eGFR [ml/min/1.73m2] : 0.17769
Spearman's ρ: 0.138
Age, sex, PCs(1-40)
PPM001411 PGS000683
(snpnet.Gamma_glutamyltransferase)
PSS000689 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Gamma glutamyltransferase [U/L] : 0.12099
Spearman's ρ: 0.187
Age, sex, PCs(1-40)
PPM001432 PGS000669
(snpnet.Albumin)
PSS000628 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Albumin [g/L] : 0.08916
Spearman's ρ: 0.198
Age, sex, PCs(1-40)
PPM001433 PGS000670
(snpnet.Alkaline_phosphatase)
PSS000633 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Alkaline phosphatase [U/L] : 0.25549
Spearman's ρ: 0.335
Age, sex, PCs(1-40)
PPM001434 PGS000671
(snpnet.Apolipoprotein_A)
PSS000638 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Apolipoprotein A [g/L] : 0.32046
Spearman's ρ: 0.329
Age, sex, PCs(1-40)
PPM001436 PGS000673
(snpnet.Aspartate_aminotransferase)
PSS000648 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Aspartate aminotransferase [U/L] : 0.08343
Spearman's ρ: 0.191
Age, sex, PCs(1-40)
PPM001437 PGS000674
(snpnet.AST_ALT_ratio)
PSS000618 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: AST to ALT ratio : 0.16003
Spearman's ρ: 0.14
Age, sex, PCs(1-40)
PPM001438 PGS000675
(snpnet.C_reactive_protein)
PSS000653 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: C-reactive protein [mg/L] : 0.10659
Spearman's ρ: 0.274
Age, sex, PCs(1-40)
PPM001439 PGS000676
(snpnet.Calcium)
PSS000658 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Calcium [mmol/L] : 0.10943
Spearman's ρ: 0.225
Age, sex, PCs(1-40)
PPM001440 PGS000677
(snpnet.Cholesterol_adjstatins)
PSS000663 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Cholesterol [mmol/L] (statin adjusted) : 0.17187
Spearman's ρ: 0.314
Age, sex, PCs(1-40)
PPM001441 PGS000678
(snpnet.Creatinine)
PSS000668 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Creatinine [umol/L] : 0.44314
Spearman's ρ: 0.229
Age, sex, PCs(1-40)
PPM001442 PGS000679
(snpnet.Creatinine_in_urine)
PSS000670 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Creatinine in urine [umol/L] : 0.16547
Spearman's ρ: 0.049
Age, sex, PCs(1-40)
PPM001443 PGS000680
(snpnet.Cystatin_C)
PSS000678 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Cystatin C [mg/L] : 0.28853
Spearman's ρ: 0.274
Age, sex, PCs(1-40)
PPM001444 PGS000681
(snpnet.Direct_bilirubin)
PSS000685 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Direct bilirubin [umol/L] : 0.15786
Spearman's ρ: 0.291
Age, sex, PCs(1-40)
PPM001445 PGS000682
(snpnet.eGFR)
PSS000806 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: eGFR [ml/min/1.73m2] : 0.21054
Spearman's ρ: 0.199
Age, sex, PCs(1-40)
PPM001446 PGS000683
(snpnet.Gamma_glutamyltransferase)
PSS000690 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Gamma glutamyltransferase [U/L] : 0.16131
Spearman's ρ: 0.33
Age, sex, PCs(1-40)
PPM001447 PGS000684
(snpnet.Glucose)
PSS000695 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Glucose [mmol/L] : 0.08219
Spearman's ρ: 0.178
Age, sex, PCs(1-40)
PPM001448 PGS000685
(snpnet.Glycated_haemoglobin_HbA1c)
PSS000705 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: HbA1c [mmol/mol] : 0.16979
Spearman's ρ: 0.285
Age, sex, PCs(1-40)
PPM001450 PGS000687
(snpnet.IGF_1)
PSS000710 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: IGF-1 [nmol/L] : 0.17702
Spearman's ρ: 0.258
Age, sex, PCs(1-40)
PPM001451 PGS000688
(snpnet.LDL_direct_adjstatins)
PSS000715 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: LDL cholesterol [mmol/L] (statin adjusted) : 0.13985
Spearman's ρ: 0.301
Age, sex, PCs(1-40)
PPM001452 PGS000689
(snpnet.Lipoprotein_A)
PSS000720 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Lipoprotein A [nmol/L] : 0.06202
Spearman's ρ: 0.164
Age, sex, PCs(1-40)
PPM001453 PGS000690
(snpnet.Microalbumin_in_urine)
PSS000725 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Microalbumin in urine [mg/L] : 0.00102
Spearman's ρ: 0.098
Age, sex, PCs(1-40)
PPM001454 PGS000691
(snpnet.Non_albumin_protein)
PSS000730 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Non-albumin protein [g/L] : 0.0886
Spearman's ρ: 0.216
Age, sex, PCs(1-40)
PPM001455 PGS000692
(snpnet.Phosphate)
PSS000735 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Phosphate [mmol/L] : 0.20287
Spearman's ρ: 0.222
Age, sex, PCs(1-40)
PPM001456 PGS000693
(snpnet.Potassium_in_urine)
PSS000740 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Potassium in urine [mmol/L] : 0.01859
Spearman's ρ: 0.038
Age, sex, PCs(1-40)
PPM001457 PGS000694
(snpnet.SHBG)
PSS000745 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: SHBG [nmol/L] : 0.31846
Spearman's ρ: 0.311
Age, sex, PCs(1-40)
PPM001458 PGS000695
(snpnet.Sodium_in_urine)
PSS000750 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Sodium in urine [mmol/L] : 0.09743
Spearman's ρ: 0.068
Age, sex, PCs(1-40)
PPM001459 PGS000696
(snpnet.Testosterone)
PSS000758 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Testosterone [nmol/L] : 0.91376
Spearman's ρ: 0.115
Age, sex, PCs(1-40)
PPM001460 PGS000697
(snpnet.Total_bilirubin)
PSS000763 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Total bilirubin [umol/L] : 0.2156
Spearman's ρ: 0.347
Age, sex, PCs(1-40)
PPM001462 PGS000699
(snpnet.Triglycerides)
PSS000773 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Triglycerides [mmol/L] : 0.1757
Spearman's ρ: 0.256
Age, sex, PCs(1-40)
PPM001463 PGS000700
(snpnet.Urate)
PSS000778 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Urate [umol/L] : 0.33805
Spearman's ρ: 0.269
Age, sex, PCs(1-40)
PPM001464 PGS000701
(snpnet.Urea)
PSS000783 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Urea [mmol/L] : 0.12883
Spearman's ρ: 0.147
Age, sex, PCs(1-40)
PPM001465 PGS000702
(snpnet.Vitamin_D)
PSS000788 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Vitamin D [nmol/L] : 0.11925
Spearman's ρ: 0.095
Age, sex, PCs(1-40)
PPM001466 PGS000668
(snpnet.Alanine_aminotransferase)
PSS000624 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Alanine aminotransferase [U/L] : 0.2041
Spearman's ρ: 0.22
Age, sex, PCs(1-40)
PPM001467 PGS000669
(snpnet.Albumin)
PSS000629 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Albumin [g/L] : 0.13257
Spearman's ρ: 0.25
Age, sex, PCs(1-40)
PPM001468 PGS000670
(snpnet.Alkaline_phosphatase)
PSS000634 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Alkaline phosphatase [U/L] : 0.29073
Spearman's ρ: 0.449
Age, sex, PCs(1-40)
PPM001469 PGS000671
(snpnet.Apolipoprotein_A)
PSS000639 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Apolipoprotein A [g/L] : 0.31504
Spearman's ρ: 0.385
Age, sex, PCs(1-40)
PPM001470 PGS000672
(snpnet.Apolipoprotein_B_adjstatins)
PSS000644 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Apolipoprotein B [g/L] (statin adjusted) : 0.29807
Spearman's ρ: 0.467
Age, sex, PCs(1-40)
PPM001472 PGS000674
(snpnet.AST_ALT_ratio)
PSS000619 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: AST to ALT ratio : 0.17913
Spearman's ρ: 0.256
Age, sex, PCs(1-40)
PPM001473 PGS000675
(snpnet.C_reactive_protein)
PSS000654 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: C-reactive protein [mg/L] : 0.15954
Spearman's ρ: 0.346
Age, sex, PCs(1-40)
PPM001474 PGS000676
(snpnet.Calcium)
PSS000659 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Calcium [mmol/L] : 0.11196
Spearman's ρ: 0.25
Age, sex, PCs(1-40)
PPM001475 PGS000677
(snpnet.Cholesterol_adjstatins)
PSS000664 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Cholesterol [mmol/L] (statin adjusted) : 0.26423
Spearman's ρ: 0.421
Age, sex, PCs(1-40)
PPM001476 PGS000678
(snpnet.Creatinine)
PSS000674 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Creatinine [umol/L] : 0.3939
Spearman's ρ: 0.325
Age, sex, PCs(1-40)
PPM001477 PGS000679
(snpnet.Creatinine_in_urine)
PSS000671 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Creatinine in urine [umol/L] : 0.16134
Spearman's ρ: 0.068
Age, sex, PCs(1-40)
PPM001478 PGS000680
(snpnet.Cystatin_C)
PSS000679 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Cystatin C [mg/L] : 0.30498
Spearman's ρ: 0.391
Age, sex, PCs(1-40)
PPM001479 PGS000681
(snpnet.Direct_bilirubin)
PSS000686 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Direct bilirubin [umol/L] : 0.33072
Spearman's ρ: 0.453
Age, sex, PCs(1-40)
PPM001480 PGS000682
(snpnet.eGFR)
PSS000807 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: eGFR [ml/min/1.73m2] : 0.25538
Spearman's ρ: 0.299
Age, sex, PCs(1-40)
PPM001481 PGS000683
(snpnet.Gamma_glutamyltransferase)
PSS000691 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Gamma glutamyltransferase [U/L] : 0.26555
Spearman's ρ: 0.36
Age, sex, PCs(1-40)
PPM001482 PGS000684
(snpnet.Glucose)
PSS000696 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Glucose [mmol/L] : 0.06962
Spearman's ρ: 0.242
Age, sex, PCs(1-40)
PPM001483 PGS000685
(snpnet.Glycated_haemoglobin_HbA1c)
PSS000706 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: HbA1c [mmol/mol] : 0.17335
Spearman's ρ: 0.367
Age, sex, PCs(1-40)
PPM001485 PGS000687
(snpnet.IGF_1)
PSS000711 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: IGF-1 [nmol/L] : 0.22328
Spearman's ρ: 0.362
Age, sex, PCs(1-40)
PPM001486 PGS000688
(snpnet.LDL_direct_adjstatins)
PSS000716 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: LDL cholesterol [mmol/L] (statin adjusted) : 0.26408
Spearman's ρ: 0.436
Age, sex, PCs(1-40)
PPM001487 PGS000689
(snpnet.Lipoprotein_A)
PSS000721 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Lipoprotein A [nmol/L] : 0.48522
Spearman's ρ: 0.663
Age, sex, PCs(1-40)
PPM001488 PGS000690
(snpnet.Microalbumin_in_urine)
PSS000726 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Microalbumin in urine [mg/L] : 0.02086
Spearman's ρ: 0.023
Age, sex, PCs(1-40)
PPM001489 PGS000691
(snpnet.Non_albumin_protein)
PSS000731 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Non-albumin protein [g/L] : 0.12839
Spearman's ρ: 0.31
Age, sex, PCs(1-40)
PPM001490 PGS000692
(snpnet.Phosphate)
PSS000736 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Phosphate [mmol/L] : 0.22656
Spearman's ρ: 0.253
Age, sex, PCs(1-40)
PPM001491 PGS000693
(snpnet.Potassium_in_urine)
PSS000741 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Potassium in urine [mmol/L] : 0.04847
Spearman's ρ: 0.036
Age, sex, PCs(1-40)
PPM001492 PGS000694
(snpnet.SHBG)
PSS000746 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: SHBG [nmol/L] : 0.35511
Spearman's ρ: 0.384
Age, sex, PCs(1-40)
PPM001493 PGS000695
(snpnet.Sodium_in_urine)
PSS000751 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Sodium in urine [mmol/L] : 0.11027
Spearman's ρ: 0.077
Age, sex, PCs(1-40)
PPM001494 PGS000696
(snpnet.Testosterone)
PSS000759 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Testosterone [nmol/L] : 0.90433
Spearman's ρ: 0.169
Age, sex, PCs(1-40)
PPM001495 PGS000697
(snpnet.Total_bilirubin)
PSS000764 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Total bilirubin [umol/L] : 0.42641
Spearman's ρ: 0.523
Age, sex, PCs(1-40)
PPM001497 PGS000699
(snpnet.Triglycerides)
PSS000774 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Triglycerides [mmol/L] : 0.23168
Spearman's ρ: 0.339
Age, sex, PCs(1-40)
PPM001498 PGS000700
(snpnet.Urate)
PSS000779 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Urate [umol/L] : 0.42054
Spearman's ρ: 0.361
Age, sex, PCs(1-40)
PPM001499 PGS000701
(snpnet.Urea)
PSS000784 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Urea [mmol/L] : 0.15772
Spearman's ρ: 0.205
Age, sex, PCs(1-40)
PPM001500 PGS000702
(snpnet.Vitamin_D)
PSS000789 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Vitamin D [nmol/L] : 0.21171
Spearman's ρ: 0.211
Age, sex, PCs(1-40)
PPM001501 PGS000668
(snpnet.Alanine_aminotransferase)
PSS000625 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Alanine aminotransferase [U/L] : 0.18304
Spearman's ρ: 0.198
Age, sex, PCs(1-40)
PPM001502 PGS000669
(snpnet.Albumin)
PSS000630 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Albumin [g/L] : 0.15158
Spearman's ρ: 0.216
Age, sex, PCs(1-40)
PPM001503 PGS000670
(snpnet.Alkaline_phosphatase)
PSS000635 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Alkaline phosphatase [U/L] : 0.23672
Spearman's ρ: 0.426
Age, sex, PCs(1-40)
PPM001504 PGS000671
(snpnet.Apolipoprotein_A)
PSS000640 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Apolipoprotein A [g/L] : 0.29281
Spearman's ρ: 0.358
Age, sex, PCs(1-40)
PPM001506 PGS000673
(snpnet.Aspartate_aminotransferase)
PSS000650 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Aspartate aminotransferase [U/L] : 0.11262
Spearman's ρ: 0.243
Age, sex, PCs(1-40)
PPM001507 PGS000674
(snpnet.AST_ALT_ratio)
PSS000620 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: AST to ALT ratio : 0.16338
Spearman's ρ: 0.204
Age, sex, PCs(1-40)
PPM001508 PGS000675
(snpnet.C_reactive_protein)
PSS000655 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: C-reactive protein [mg/L] : 0.13562
Spearman's ρ: 0.315
Age, sex, PCs(1-40)
PPM001509 PGS000676
(snpnet.Calcium)
PSS000660 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Calcium [mmol/L] : 0.0961
Spearman's ρ: 0.226
Age, sex, PCs(1-40)
PPM001510 PGS000677
(snpnet.Cholesterol_adjstatins)
PSS000665 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Cholesterol [mmol/L] (statin adjusted) : 0.1266
Spearman's ρ: 0.3
Age, sex, PCs(1-40)
PPM001511 PGS000678
(snpnet.Creatinine)
PSS000675 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Creatinine [umol/L] : 0.40587
Spearman's ρ: 0.283
Age, sex, PCs(1-40)
PPM001513 PGS000680
(snpnet.Cystatin_C)
PSS000680 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Cystatin C [mg/L] : 0.26742
Spearman's ρ: 0.323
Age, sex, PCs(1-40)
PPM001514 PGS000681
(snpnet.Direct_bilirubin)
PSS000687 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Direct bilirubin [umol/L] : 0.3015
Spearman's ρ: 0.452
Age, sex, PCs(1-40)
PPM001515 PGS000682
(snpnet.eGFR)
PSS000808 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: eGFR [ml/min/1.73m2] : 0.23182
Spearman's ρ: 0.252
Age, sex, PCs(1-40)
PPM001516 PGS000683
(snpnet.Gamma_glutamyltransferase)
PSS000692 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Gamma glutamyltransferase [U/L] : 0.20072
Spearman's ρ: 0.338
Age, sex, PCs(1-40)
PPM001517 PGS000684
(snpnet.Glucose)
PSS000697 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Glucose [mmol/L] : 0.05599
Spearman's ρ: 0.227
Age, sex, PCs(1-40)
PPM001518 PGS000685
(snpnet.Glycated_haemoglobin_HbA1c)
PSS000707 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: HbA1c [mmol/mol] : 0.12743
Spearman's ρ: 0.268
Age, sex, PCs(1-40)
PPM001519 PGS000686
(snpnet.HDL_cholesterol)
PSS000702 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: HDL cholesterol [mmol/L] : 0.30375
Spearman's ρ: 0.39
Age, sex, PCs(1-40)
PPM001520 PGS000687
(snpnet.IGF_1)
PSS000712 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: IGF-1 [nmol/L] : 0.20212
Spearman's ρ: 0.313
Age, sex, PCs(1-40)
PPM001521 PGS000688
(snpnet.LDL_direct_adjstatins)
PSS000717 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: LDL cholesterol [mmol/L] (statin adjusted) : 0.11217
Spearman's ρ: 0.289
Age, sex, PCs(1-40)
PPM001522 PGS000689
(snpnet.Lipoprotein_A)
PSS000722 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Lipoprotein A [nmol/L] : 0.16668
Spearman's ρ: 0.375
Age, sex, PCs(1-40)
PPM001523 PGS000690
(snpnet.Microalbumin_in_urine)
PSS000727 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Microalbumin in urine [mg/L] : 0.02677
Spearman's ρ: 0.053
Age, sex, PCs(1-40)
PPM001524 PGS000691
(snpnet.Non_albumin_protein)
PSS000732 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Non-albumin protein [g/L] : 0.15158
Spearman's ρ: 0.292
Age, sex, PCs(1-40)
PPM001525 PGS000692
(snpnet.Phosphate)
PSS000737 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Phosphate [mmol/L] : 0.20962
Spearman's ρ: 0.226
Age, sex, PCs(1-40)
PPM001527 PGS000694
(snpnet.SHBG)
PSS000747 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: SHBG [nmol/L] : 0.28079
Spearman's ρ: 0.326
Age, sex, PCs(1-40)
PPM001528 PGS000695
(snpnet.Sodium_in_urine)
PSS000752 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Sodium in urine [mmol/L] : 0.06605
Spearman's ρ: 0.059
Age, sex, PCs(1-40)
PPM001529 PGS000696
(snpnet.Testosterone)
PSS000760 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Testosterone [nmol/L] : 0.89983
Spearman's ρ: 0.149
Age, sex, PCs(1-40)
PPM001530 PGS000697
(snpnet.Total_bilirubin)
PSS000765 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Total bilirubin [umol/L] : 0.43693
Spearman's ρ: 0.548
Age, sex, PCs(1-40)
PPM001531 PGS000698
(snpnet.Total_protein)
PSS000770 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Total protein [g/L] : 0.10522
Spearman's ρ: 0.258
Age, sex, PCs(1-40)
PPM001532 PGS000699
(snpnet.Triglycerides)
PSS000775 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Triglycerides [mmol/L] : 0.16187
Spearman's ρ: 0.317
Age, sex, PCs(1-40)
PPM001533 PGS000700
(snpnet.Urate)
PSS000780 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Urate [umol/L] : 0.32468
Spearman's ρ: 0.308
Age, sex, PCs(1-40)
PPM001534 PGS000701
(snpnet.Urea)
PSS000785 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Urea [mmol/L] : 0.15556
Spearman's ρ: 0.174
Age, sex, PCs(1-40)
PPM001535 PGS000702
(snpnet.Vitamin_D)
PSS000790 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Vitamin D [nmol/L] : 0.07695
Spearman's ρ: 0.08
Age, sex, PCs(1-40)
PPM001536 PGS000668
(snpnet.Alanine_aminotransferase)
PSS000626 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Alanine aminotransferase [U/L] : 0.19165
Spearman's ρ: 0.244
Age, sex, PCs(1-40)
PPM001537 PGS000669
(snpnet.Albumin)
PSS000631 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Albumin [g/L] : 0.13054
Spearman's ρ: 0.262
Age, sex, PCs(1-40)
PPM001539 PGS000671
(snpnet.Apolipoprotein_A)
PSS000641 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Apolipoprotein A [g/L] : 0.30509
Spearman's ρ: 0.398
Age, sex, PCs(1-40)
PPM001540 PGS000672
(snpnet.Apolipoprotein_B_adjstatins)
PSS000646 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Apolipoprotein B [g/L] (statin adjusted) : 0.30182
Spearman's ρ: 0.483
Age, sex, PCs(1-40)
PPM001541 PGS000673
(snpnet.Aspartate_aminotransferase)
PSS000651 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Aspartate aminotransferase [U/L] : 0.1493
Spearman's ρ: 0.285
Age, sex, PCs(1-40)
PPM001542 PGS000674
(snpnet.AST_ALT_ratio)
PSS000621 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: AST to ALT ratio : 0.16733
Spearman's ρ: 0.272
Age, sex, PCs(1-40)
PPM001543 PGS000675
(snpnet.C_reactive_protein)
PSS000656 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: C-reactive protein [mg/L] : 0.14786
Spearman's ρ: 0.353
Age, sex, PCs(1-40)
PPM001544 PGS000676
(snpnet.Calcium)
PSS000661 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Calcium [mmol/L] : 0.11497
Spearman's ρ: 0.26
Age, sex, PCs(1-40)
PPM001545 PGS000677
(snpnet.Cholesterol_adjstatins)
PSS000666 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Cholesterol [mmol/L] (statin adjusted) : 0.26395
Spearman's ρ: 0.429
Age, sex, PCs(1-40)
PPM001546 PGS000678
(snpnet.Creatinine)
PSS000676 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Creatinine [umol/L] : 0.41565
Spearman's ρ: 0.337
Age, sex, PCs(1-40)
PPM001547 PGS000679
(snpnet.Creatinine_in_urine)
PSS000673 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Creatinine in urine [umol/L] : 0.14919
Spearman's ρ: 0.077
Age, sex, PCs(1-40)
PPM001548 PGS000680
(snpnet.Cystatin_C)
PSS000681 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Cystatin C [mg/L] : 0.29509
Spearman's ρ: 0.405
Age, sex, PCs(1-40)
PPM001550 PGS000682
(snpnet.eGFR)
PSS000809 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: eGFR [ml/min/1.73m2] : 0.24611
Spearman's ρ: 0.313
Age, sex, PCs(1-40)
PPM001551 PGS000683
(snpnet.Gamma_glutamyltransferase)
PSS000693 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Gamma glutamyltransferase [U/L] : 0.24765
Spearman's ρ: 0.375
Age, sex, PCs(1-40)
PPM001552 PGS000684
(snpnet.Glucose)
PSS000698 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Glucose [mmol/L] : 0.06966
Spearman's ρ: 0.214
Age, sex, PCs(1-40)
PPM001553 PGS000685
(snpnet.Glycated_haemoglobin_HbA1c)
PSS000708 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: HbA1c [mmol/mol] : 0.16381
Spearman's ρ: 0.375
Age, sex, PCs(1-40)
PPM001554 PGS000686
(snpnet.HDL_cholesterol)
PSS000703 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: HDL cholesterol [mmol/L] : 0.35648
Spearman's ρ: 0.438
Age, sex, PCs(1-40)
PPM001555 PGS000687
(snpnet.IGF_1)
PSS000713 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: IGF-1 [nmol/L] : 0.20434
Spearman's ρ: 0.369
Age, sex, PCs(1-40)
PPM001556 PGS000688
(snpnet.LDL_direct_adjstatins)
PSS000718 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: LDL cholesterol [mmol/L] (statin adjusted) : 0.26409
Spearman's ρ: 0.446
Age, sex, PCs(1-40)
PPM001557 PGS000689
(snpnet.Lipoprotein_A)
PSS000723 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Lipoprotein A [nmol/L] : 0.51648
Spearman's ρ: 0.692
Age, sex, PCs(1-40)
PPM001558 PGS000690
(snpnet.Microalbumin_in_urine)
PSS000728 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Microalbumin in urine [mg/L] : 0.02007
Spearman's ρ: 0.021
Age, sex, PCs(1-40)
PPM001559 PGS000691
(snpnet.Non_albumin_protein)
PSS000733 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Non-albumin protein [g/L] : 0.12321
Spearman's ρ: 0.311
Age, sex, PCs(1-40)
PPM001560 PGS000692
(snpnet.Phosphate)
PSS000738 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Phosphate [mmol/L] : 0.23753
Spearman's ρ: 0.255
Age, sex, PCs(1-40)
PPM001562 PGS000694
(snpnet.SHBG)
PSS000748 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: SHBG [nmol/L] : 0.34576
Spearman's ρ: 0.414
Age, sex, PCs(1-40)
PPM001563 PGS000695
(snpnet.Sodium_in_urine)
PSS000753 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Sodium in urine [mmol/L] : 0.09883
Spearman's ρ: 0.09
Age, sex, PCs(1-40)
PPM001564 PGS000696
(snpnet.Testosterone)
PSS000761 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Testosterone [nmol/L] : 0.9055
Spearman's ρ: 0.175
Age, sex, PCs(1-40)
PPM001565 PGS000697
(snpnet.Total_bilirubin)
PSS000766 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Total bilirubin [umol/L] : 0.44377
Spearman's ρ: 0.533
Age, sex, PCs(1-40)
PPM001566 PGS000698
(snpnet.Total_protein)
PSS000771 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Total protein [g/L] : 0.11218
Spearman's ρ: 0.284
Age, sex, PCs(1-40)
PPM001567 PGS000699
(snpnet.Triglycerides)
PSS000776 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Triglycerides [mmol/L] : 0.22344
Spearman's ρ: 0.352
Age, sex, PCs(1-40)
PPM001568 PGS000700
(snpnet.Urate)
PSS000781 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Urate [umol/L] : 0.3966
Spearman's ρ: 0.378
Age, sex, PCs(1-40)
PPM001569 PGS000701
(snpnet.Urea)
PSS000786 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Urea [mmol/L] : 0.15214
Spearman's ρ: 0.223
Age, sex, PCs(1-40)
PPM001570 PGS000702
(snpnet.Vitamin_D)
PSS000791 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Vitamin D [nmol/L] : 0.22856
Spearman's ρ: 0.226
Age, sex, PCs(1-40)
PPM001571 PGS000694
(snpnet.SHBG)
PSS000830 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: SHBG [nmol/L] Spearman's ρ: 0.19 Age, sex
PPM001572 PGS000696
(snpnet.Testosterone)
PSS000831 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Testosterone [nmol/L] Spearman's ρ: 0.104 Age, sex
PPM001574 PGS000677
(snpnet.Cholesterol_adjstatins)
PSS000798 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Cholesterol [mmol/L] (statin adjusted) Spearman's ρ: 0.173 Age, sex
PPM001575 PGS000688
(snpnet.LDL_direct_adjstatins)
PSS000824 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: LDL cholesterol [mmol/L] (statin adjusted) Spearman's ρ: 0.159 Age, sex
PPM001576 PGS000688
(snpnet.LDL_direct_adjstatins)
PSS000825 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: LDL cholesterol [mmol/L] (statin adjusted) Spearman's ρ: 0.138 Age, sex
PPM001577 PGS000686
(snpnet.HDL_cholesterol)
PSS000818 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: HDL cholesterol [mmol/L] Spearman's ρ: 0.301 Age, sex
PPM001578 PGS000686
(snpnet.HDL_cholesterol)
PSS000819 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: HDL cholesterol [mmol/L] Spearman's ρ: 0.305 Age, sex
PPM001589 PGS000693
(snpnet.Potassium_in_urine)
PSS000835 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Potassium in urine [mmol/L] Spearman's ρ: 0.065 Age, sex
PPM001590 PGS000676
(snpnet.Calcium)
PSS000796 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Calcium [mmol/L] Spearman's ρ: 0.202 Age, sex
PPM001591 PGS000680
(snpnet.Cystatin_C)
PSS000802 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Cystatin C [mg/L] Spearman's ρ: 0.255 Age, sex
PPM001592 PGS000682
(snpnet.eGFR)
PSS000810 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: eGFR [ml/min/1.73m2] Spearman's ρ: 0.219 Age, sex
PPM001593 PGS000675
(snpnet.C_reactive_protein)
PSS000801 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: C-reactive protein [mg/L] Spearman's ρ: 0.254 Age, sex
PPM001594 PGS000690
(snpnet.Microalbumin_in_urine)
PSS000834 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Microalbumin in urine [mg/L] Spearman's ρ: 0.017 Age, sex
PPM001595 PGS000703
(HC132)
PSS000794 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Angina AUROC: 0.59262 Age, sex, PCs(1-10)
PPM001596 PGS000704
(HC171)
PSS000792 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Alcoholic cirrhosis AUROC: 0.55471 Age, sex, PCs(1-10)
PPM001597 PGS000705
(HC188)
PSS000811 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Gallstones AUROC: 0.62164 Age, sex, PCs(1-10)
PPM001598 PGS000706
(HC215)
PSS000822 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Hypertension AUROC: 0.623 Age, sex, PCs(1-10)
PPM001599 PGS000707
(HC225)
PSS000799 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Cholecystitis AUROC: 0.6038 Age, sex, PCs(1-10)
PPM001582 PGS000699
(snpnet.Triglycerides)
PSS000833 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Triglycerides [mmol/L] Spearman's ρ: 0.29 Age, sex
PPM001583 PGS000684
(snpnet.Glucose)
PSS000813 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Glucose [mmol/L] Spearman's ρ: 0.132 Age, sex
PPM001584 PGS000684
(snpnet.Glucose)
PSS000814 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Glucose [mmol/L] Spearman's ρ: 0.135 Age, sex
PPM001585 PGS000685
(snpnet.Glycated_haemoglobin_HbA1c)
PSS000817 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: HbA1c [mmol/mol] Spearman's ρ: 0.217 Age, sex
PPM001586 PGS000702
(snpnet.Vitamin_D)
PSS000803 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Vitamin D [nmol/L] Spearman's ρ: 0.137 Age, sex
PPM001587 PGS000692
(snpnet.Phosphate)
PSS000828 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Phosphate [mmol/L] Spearman's ρ: 0.248 Age, sex
PPM001588 PGS000695
(snpnet.Sodium_in_urine)
PSS000836 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Sodium in urine [mmol/L] Spearman's ρ: 0.059 Age, sex
PPM001600 PGS000708
(HC294)
PSS000823 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Kidney failure AUROC: 0.56142 Age, sex, PCs(1-10)
PPM001601 PGS000709
(HC299)
PSS000820 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Heart failure AUROC: 0.53217 Age, sex, PCs(1-10)
PPM001602 PGS000710
(HC326)
PSS000826 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Myocardial infarction AUROC: 0.59348 Age, sex, PCs(1-10)
PPM001603 PGS000711
(HC328)
PSS000815 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Gout AUROC: 0.7107 Age, sex, PCs(1-10)
PPM001604 PGS000712
(T2D_HbA1c_39)
PSS000755 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Type 2 diabetes AUROC: 0.68713 Age, sex, PCs(1-10)
PPM001605 PGS000713
(T2D)
PSS000754 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Type 2 diabetes AUROC: 0.688 Age, sex, PCs(1-10)
PPM001606 PGS000710
(HC326)
PSS000827 PGP000128 Sinnott-Armstrong N et al. (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 PGP000128 Sinnott-Armstrong N et al. (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 PGP000128 Sinnott-Armstrong N et al. (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 PGP000128 Sinnott-Armstrong N et al. (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 PGP000128 Sinnott-Armstrong N et al. (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 PGP000128 Sinnott-Armstrong N et al. (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 PGP000128 Sinnott-Armstrong N et al. (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 PGP000128 Sinnott-Armstrong N et al. (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 PGP000128 Sinnott-Armstrong N et al. (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 PGP000128 Sinnott-Armstrong N et al. (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 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Creatinine [umol/L] Spearman's ρ: 0.24 Age, sex
PPM001580 PGS000671
(snpnet.Apolipoprotein_A)
PSS000795 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Apolipoprotein A [g/L] Spearman's ρ: 0.241 Age, sex
PPM001581 PGS000699
(snpnet.Triglycerides)
PSS000832 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Triglycerides [mmol/L] Spearman's ρ: 0.258 Age, sex
PPM001412 PGS000684
(snpnet.Glucose)
PSS000694 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Glucose [mmol/L] : 0.05168
Spearman's ρ: 0.059
Age, sex, PCs(1-40)
PPM001414 PGS000686
(snpnet.HDL_cholesterol)
PSS000699 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: HDL cholesterol [mmol/L] : 0.17487
Spearman's ρ: 0.241
Age, sex, PCs(1-40)
PPM001425 PGS000697
(snpnet.Total_bilirubin)
PSS000762 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Total bilirubin [umol/L] : 0.38749
Spearman's ρ: 0.551
Age, sex, PCs(1-40)
PPM001396 PGS000668
(snpnet.Alanine_aminotransferase)
PSS000622 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Alanine aminotransferase [U/L] : 0.17646
Spearman's ρ: 0.092
Age, sex, PCs(1-40)
PPM001403 PGS000675
(snpnet.C_reactive_protein)
PSS000652 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: C-reactive protein [mg/L] : 0.07691
Spearman's ρ: 0.196
Age, sex, PCs(1-40)
PPM001431 PGS000668
(snpnet.Alanine_aminotransferase)
PSS000623 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Alanine aminotransferase [U/L] : 0.1561
Spearman's ρ: 0.145
Age, sex, PCs(1-40)
PPM001435 PGS000672
(snpnet.Apolipoprotein_B_adjstatins)
PSS000643 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Apolipoprotein B [g/L] (statin adjusted) : 0.17749
Spearman's ρ: 0.346
Age, sex, PCs(1-40)
PPM001449 PGS000686
(snpnet.HDL_cholesterol)
PSS000700 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: HDL cholesterol [mmol/L] : 0.31466
Spearman's ρ: 0.326
Age, sex, PCs(1-40)
PPM001461 PGS000698
(snpnet.Total_protein)
PSS000768 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Total protein [g/L] : 0.09275
Spearman's ρ: 0.247
Age, sex, PCs(1-40)
PPM001471 PGS000673
(snpnet.Aspartate_aminotransferase)
PSS000649 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Aspartate aminotransferase [U/L] : 0.1564
Spearman's ρ: 0.278
Age, sex, PCs(1-40)
PPM001484 PGS000686
(snpnet.HDL_cholesterol)
PSS000701 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: HDL cholesterol [mmol/L] : 0.36109
Spearman's ρ: 0.422
Age, sex, PCs(1-40)
PPM001496 PGS000698
(snpnet.Total_protein)
PSS000769 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Total protein [g/L] : 0.11654
Spearman's ρ: 0.282
Age, sex, PCs(1-40)
PPM001505 PGS000672
(snpnet.Apolipoprotein_B_adjstatins)
PSS000645 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Apolipoprotein B [g/L] (statin adjusted) : 0.15714
Spearman's ρ: 0.335
Age, sex, PCs(1-40)
PPM001512 PGS000679
(snpnet.Creatinine_in_urine)
PSS000672 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Creatinine in urine [umol/L] : 0.16585
Spearman's ρ: 0.056
Age, sex, PCs(1-40)
PPM001526 PGS000693
(snpnet.Potassium_in_urine)
PSS000742 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Potassium in urine [mmol/L] : 0.06035
Spearman's ρ: 0.027
Age, sex, PCs(1-40)
PPM001538 PGS000670
(snpnet.Alkaline_phosphatase)
PSS000636 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Alkaline phosphatase [U/L] : 0.27296
Spearman's ρ: 0.47
Age, sex, PCs(1-40)
PPM001549 PGS000681
(snpnet.Direct_bilirubin)
PSS000688 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Direct bilirubin [umol/L] : 0.34294
Spearman's ρ: 0.46
Age, sex, PCs(1-40)
PPM001561 PGS000693
(snpnet.Potassium_in_urine)
PSS000743 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Potassium in urine [mmol/L] : 0.04727
Spearman's ρ: 0.042
Age, sex, PCs(1-40)
PPM001573 PGS000677
(snpnet.Cholesterol_adjstatins)
PSS000797 PGP000128 Sinnott-Armstrong N et al. (2021) Reported Trait: Cholesterol [mmol/L] (statin adjusted) Spearman's ρ: 0.184 Age, sex

Evaluated Samples

PGS Sample Set ID
(PSS ID)
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