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
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
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
PGP000500 4 4 Shrine N Multi-ancestry genome-wide association analyses improve resolution of genes and pathways influencing lung function and chronic obstructive pulmonary disease risk. Nat Genet 13/03/2023 10.1038/s41588-023-01314-0 36914875
PGP000383 1 1 Solé-Navais P Genetic effects on the timing of parturition and links to fetal birth weight. Nat Genet 03/04/2023 10.1038/s41588-023-01343-9 37012456
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
PGP000464 132 132 Liu N Cross-ancestry genome-wide association meta-analyses of hippocampal and subfield volumes. Nat Genet 19/06/2023 10.1038/s41588-023-01425-8 37337106
PGP000392 1 1 Miyazawa K Cross-ancestry genome-wide analysis of atrial fibrillation unveils disease biology and enables cardioembolic risk prediction. Nat Genet 19/01/2023 10.1038/s41588-022-01284-9 36653681
PGP000409 2 2 Aragam KG Discovery and systematic characterization of risk variants and genes for coronary artery disease in over a million participants. Nat Genet 06/12/2022 10.1038/s41588-022-01233-6 36474045
PGP000398 1 1 Ghouse J Genome-wide meta-analysis identifies 93 risk loci and enables risk prediction equivalent to monogenic forms of venous thromboembolism. Nat Genet 19/01/2023 10.1038/s41588-022-01286-7 36658437
PGP000357 1 1 Ishigaki K Multi-ancestry genome-wide association analyses identify novel genetic mechanisms in rheumatoid arthritis. Nat Genet 04/11/2022 10.1038/s41588-022-01213-w 36333501
PGP000390 1 1 Wuttke M A catalog of genetic loci associated with kidney function from analyses of a million individuals. Nat Genet 31/05/2019 10.1038/s41588-019-0407-x 31152163
PGP000593 6 6 Ojima T Body mass index stratification optimizes polygenic prediction of type 2 diabetes in cross-biobank analyses. Nat Genet 11/06/2024 10.1038/s41588-024-01782-y 38862855
PGP000104 1 1 Koyama S Population-specific and trans-ancestry genome-wide analyses identify distinct and shared genetic risk loci for coronary artery disease. Nat Genet 05/10/2020 10.1038/s41588-020-0705-3 33020668
PGP000098 1 1 Grove J Identification of common genetic risk variants for autism spectrum disorder. Nat Genet 25/02/2019 10.1038/s41588-019-0344-8 30804558
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
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
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
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
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
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
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
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