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PGS Catalog
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Publications
Publications
PGS Publication/Study ID
(PGP)
PGS Developed
PGS Evaluated
First Author
Title
Journal Name
Publication Date
Digital object identifier
(doi)
PubMed ID
(PMID)
PGP000426
1
1
Gao XR
Whole-exome sequencing study identifies rare variants and genes associated with intraocular pressure and glaucoma.
Nat Commun
30/11/2022
10.1038/s41467-022-35188-3
36450729
PGP000429
2
2
Seviiri M
A multi-phenotype analysis reveals 19 susceptibility loci for basal cell carcinoma and 15 for squamous cell carcinoma.
Nat Commun
10/12/2022
10.1038/s41467-022-35345-8
36496446
PGP000434
1
1
Khurshid S
Clinical and genetic associations of deep learning-derived cardiac magnetic resonance-based left ventricular mass.
Nat Commun
21/03/2023
10.1038/s41467-023-37173-w
36944631
PGP000510
8
2
Kurniansyah N
Evaluating the use of blood pressure polygenic risk scores across race/ethnic background groups.
Nat Commun
02/06/2023
10.1038/s41467-023-38990-9
37268629
PGP000511
1
1
Rasooly D
Genome-wide association analysis and Mendelian randomization proteomics identify drug targets for heart failure.
Nat Commun
10/07/2023
10.1038/s41467-023-39253-3
37429843
PGP000531
4
4
Kurniansyah N
A multi-ethnic polygenic risk score is associated with hypertension prevalence and progression throughout adulthood.
Nat Commun
21/06/2022
10.1038/s41467-022-31080-2
35729114
PGP000564
1
1
Xin J
Integration of pathologic characteristics, genetic risk and lifestyle exposure for colorectal cancer survival assessment.
Nat Commun
08/04/2024
10.1038/s41467-024-47204-9
38589358
PGP000603
2
2
Loginovic P
Applying a genetic risk score model to enhance prediction of future multiple sclerosis diagnosis at first presentation with optic neuritis.
Nat Commun
28/02/2024
10.1038/s41467-024-44917-9
38418465
PGP000545
2
2
Middha P
Polygenic risk score for ulcerative colitis predicts immune checkpoint inhibitor-mediated colitis.
Nat Commun
26/03/2024
10.1038/s41467-023-44512-4
38531883
PGP000595
65
65
Zhang J
An ensemble penalized regression method for multi-ancestry polygenic risk prediction.
Nat Commun
15/04/2024
10.1038/s41467-024-47357-7
38622117
PGP000629
1
1
Saw J
Chromosome 1q21.2 and additional loci influence risk of spontaneous coronary artery dissection and myocardial infarction.
Nat Commun
04/09/2020
10.1038/s41467-020-17558-x
32887874
PGP000546
60
60
Ohta R
A polygenic score method boosted by non-additive models.
Nat Commun
29/05/2024
10.1038/s41467-024-48654-x
38811555
PGP000618
18
18
Jermy B
A unified framework for estimating country-specific cumulative incidence for 18 diseases stratified by polygenic risk.
Nat Commun
12/06/2024
10.1038/s41467-024-48938-2
38866767
PGP000436
1
1
Kelemen M
Evaluating the cost-effectiveness of polygenic risk score-stratified screening for abdominal aortic aneurysm.
Nat Commun
14/09/2024
10.1038/s41467-024-52452-w
39277617
PGP000058
0
1
Huynh-Le MP
Polygenic hazard score is associated with prostate cancer in multi-ethnic populations.
Nat Commun
23/02/2021
10.1038/s41467-021-21287-0
33623038
PGP000492
1
3
Thomas M
Combining Asian and European genome-wide association studies of colorectal cancer improves risk prediction across racial and ethnic populations.
Nat Commun
02/10/2023
10.1038/s41467-023-41819-0
37783704
PGP000701
10
11
Loesch DP
Identification of plasma proteomic markers underlying polygenic risk of type 2 diabetes and related comorbidities.
Nat Commun
03/03/2025
10.1038/s41467-025-56695-z
40032831
PGP000708
0
1
Ding C
Binge-pattern alcohol consumption and genetic risk as determinants of alcohol-related liver disease.
Nat Commun
14/12/2023
10.1038/s41467-023-43064-x
38097541
PGP000721
0
6
Sadler MC
Leveraging large-scale biobank EHRs to enhance pharmacogenetics of cardiometabolic disease medications.
Nat Commun
25/03/2025
10.1038/s41467-025-58152-3
40133288
PGP000723
26
26
Xiang R
Genome-wide analyses of variance in blood cell phenotypes provide new insights into complex trait biology and prediction.
Nat Commun
07/05/2025
10.1038/s41467-025-59525-4
40335489
PGP000739
4
4
Arehart CH
Modeling the genomic architecture of adiposity and anthropometrics across the lifespan.
Nat Commun
13/08/2025
10.1038/s41467-025-62730-w
40796553
PGP000761
1
1
Yuan S
Cross-population GWAS and proteomics improve risk prediction and reveal mechanisms in atrial fibrillation.
Nat Commun
11/07/2025
10.1038/s41467-025-61720-2
40645996
PGP000757
1
1
Enzan N
Genome-wide analysis of heart failure yields insights into disease heterogeneity and enables prognostic prediction in the Japanese population.
Nat Commun
03/11/2025
10.1038/s41467-025-64659-6
41184235
PGP000742
6
6
Guo B G
Polygenic risk score for type 2 diabetes shows context-dependent effects across populations.
Nat Commun
25/06/2025
10.1038/s41467-025-63546-4
41034193
PGP000341
1
1
Vujkovic M
A multiancestry genome-wide association study of unexplained chronic ALT elevation as a proxy for nonalcoholic fatty liver disease with histological and radiological validation.
Nat Genet
02/06/2022
10.1038/s41588-022-01078-z
35654975
PGP000489
82
82
Zhang H
A new method for multiancestry polygenic prediction improves performance across diverse populations.
Nat Genet
25/09/2023
10.1038/s41588-023-01501-z
37749244
PGP000672
6
6
Jurgens SJ
Genome-wide association study reveals mechanisms underlying dilated cardiomyopathy and myocardial resilience.
Nat Genet
21/11/2024
10.1038/s41588-024-01975-5
39572784
PGP000170
1
0
Huyghe JR
Discovery of common and rare genetic risk variants for colorectal cancer.
Nat Genet
03/12/2018
10.1038/s41588-018-0286-6
30510241
PGP000692
4
4
Hoffmann TJ
Genome-wide association study of prostate-specific antigen levels in 392,522 men identifies new loci and improves prediction across ancestry groups.
Nat Genet
10/02/2025
10.1038/s41588-024-02068-z
39930085
PGP000694
3
6
Jia G
Genome-wide association analyses of breast cancer in women of African ancestry identify new susceptibility loci and improve risk prediction.
Nat Genet
13/05/2024
10.1038/s41588-024-01736-4
38741014
PGP000195
1
0
Ferreira MA
Shared genetic origin of asthma, hay fever and eczema elucidates allergic disease biology.
Nat Genet
30/10/2017
10.1038/ng.3985
29083406
PGP000640
1
1
Purdue MP
Multi-ancestry genome-wide association study of kidney cancer identifies 63 susceptibility regions.
Nat Genet
26/04/2024
10.1038/s41588-024-01725-7
38671320
PGP000181
1
1
Liu G
Genome-wide survival study identifies a novel synaptic locus and polygenic score for cognitive progression in Parkinson's disease.
Nat Genet
06/05/2021
10.1038/s41588-021-00847-6
33958783
PGP000182
1
2
Tadros R
Shared genetic pathways contribute to risk of hypertrophic and dilated cardiomyopathies with opposite directions of effect.
Nat Genet
25/01/2021
10.1038/s41588-020-00762-2
33495596
PGP000283
2
2
Evangelou E
Genetic analysis of over 1 million people identifies 535 new loci associated with blood pressure traits.
Nat Genet
17/09/2018
10.1038/s41588-018-0205-x
30224653
PGP000664
1
1
Park S
Multivariate genomic analysis of 5 million people elucidates the genetic architecture of shared components of the metabolic syndrome.
Nat Genet
30/09/2024
10.1038/s41588-024-01933-1
39349817
PGP000223
1
1
Lotta LA
Integrative genomic analysis implicates limited peripheral adipose storage capacity in the pathogenesis of human insulin resistance.
Nat Genet
14/11/2016
10.1038/ng.3714
27841877
PGP000268
1
1
Tcheandjieu C
High heritability of ascending aortic diameter and trans-ancestry prediction of thoracic aortic disease.
Nat Genet
30/05/2022
10.1038/s41588-022-01070-7
35637384
PGP000581
3
3
Keaton JM
Genome-wide analysis in over 1 million individuals of European ancestry yields improved polygenic risk scores for blood pressure traits.
Nat Genet
30/04/2024
10.1038/s41588-024-01714-w
38689001
PGP000332
415
415
Weissbrod O
Leveraging fine-mapping and multipopulation training data to improve cross-population polygenic risk scores.
Nat Genet
07/04/2022
10.1038/s41588-022-01036-9
35393596
PGP000246
3
3
Chen J
The trans-ancestral genomic architecture of glycemic traits.
Nat Genet
31/05/2021
10.1038/s41588-021-00852-9
34059833
PGP000211
33
34
Aly DM
Genome-wide association analyses highlight etiological differences underlying newly defined subtypes of diabetes
Nat Genet
04/11/2021
10.1038/s41588-021-00948-2
34737425
PGP000296
1
1
Pirruccello JP
Deep learning enables genetic analysis of the human thoracic aorta.
Nat Genet
26/11/2021
10.1038/s41588-021-00962-4
34837083
PGP000302
2
2
Horowitz JE
Genome-wide analysis provides genetic evidence that ACE2 influences COVID-19 risk and yields risk scores associated with severe disease.
Nat Genet
03/03/2022
10.1038/s41588-021-01006-7
35241825
PGP000260
1
1
Barc J
Genome-wide association analyses identify new Brugada syndrome risk loci and highlight a new mechanism of sodium channel regulation in disease susceptibility.
Nat Genet
24/02/2022
10.1038/s41588-021-01007-6
35210625
PGP000309
1
1
Bellenguez C
New insights into the genetic etiology of Alzheimer's disease and related dementias.
Nat Genet
04/04/2022
10.1038/s41588-022-01024-z
35379992
PGP000594
1
1
Ghouse J
Integrative common and rare variant analyses provide insights into the genetic architecture of liver cirrhosis.
Nat Genet
17/04/2024
10.1038/s41588-024-01720-y
38632349
PGP000491
1
0
Fernandez-Rozadilla C
Deciphering colorectal cancer genetics through multi-omic analysis of 100,204 cases and 154,587 controls of European and east Asian ancestries.
Nat Genet
20/12/2022
10.1038/s41588-022-01222-9
36539618
PGP000513
2
2
Roychowdhury T
Genome-wide association meta-analysis identifies risk loci for abdominal aortic aneurysm and highlights PCSK9 as a therapeutic target.
Nat Genet
16/10/2023
10.1038/s41588-023-01510-y
37845353
PGP000019
1
1
Schumacher FR
Association analyses of more than 140,000 men identify 63 new prostate cancer susceptibility loci.
Nat Genet
11/06/2018
10.1038/s41588-018-0142-8
29892016
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