Publications

PGS Publication/Study ID (PGP) PGS Developed PGS Evaluated First Author Title Journal Name Publication Date Digital object identifier (doi) PubMed ID (PMID)
PGP000057 0 3 Homburger JR Low coverage whole genome sequencing enables accurate assessment of common variants and calculation of genome-wide polygenic scores. Genome Med 26/11/2019 10.1186/s13073-019-0682-2 31771638
PGP000598 1 1 Wang X Low-level ambient sulfur dioxide exposure and genetic susceptibility associated with incidence of idiopathic pulmonary fibrosis: A national prospective cohort study. Chemosphere 04/07/2023 10.1016/j.chemosphere.2023.139362 37414299
PGP000273 1 1 Haas ME Machine learning enables new insights into genetic contributions to liver fat accumulation. Cell Genom 01/12/2021 10.1016/j.xgen.2021.100066 34957434
PGP000051 26 26 Xu Y Machine learning optimized polygenic scores for blood cell traits identify sex-specific trajectories and genetic correlations with disease Cell Genom 12/01/2022 10.1016/j.xgen.2021.100086 35072137
PGP000556 0 1 Shannon OM Mediterranean diet adherence is associated with lower dementia risk, independent of genetic predisposition: findings from the UK Biobank prospective cohort study. BMC Med 14/03/2023 10.1186/s12916-023-02772-3 36915130
PGP000437 1 1 Wong CK Melanoma risk prediction based on a polygenic risk score and clinical risk factors. Melanoma Res 24/04/2023 10.1097/cmr.0000000000000896 37096571
PGP000460 1 1 García-González P Mendelian Randomisation Confirms the Role of Y-Chromosome Loss in Alzheimer's Disease Aetiopathogenesis in Men. Int J Mol Sci 04/01/2023 10.3390/ijms24020898 36674414
PGP000712 1 1 Roselli C Meta-analysis of genome-wide associations and polygenic risk prediction for atrial fibrillation in more than 180,000 cases. Nat Genet 06/03/2025 10.1038/s41588-024-02072-3 40050429
PGP000188 0 1 Tangtanatakul P Meta-analysis of genome-wide association study identifies FBN2 as a novel locus associated with systemic lupus erythematosus in Thai population. Arthritis Res Ther 08/08/2020 10.1186/s13075-020-02276-y 32771030
PGP000124 1 1 Gorski M Meta-analysis uncovers genome-wide significant variants for rapid kidney function decline. Kidney Int 30/10/2020 10.1016/j.kint.2020.09.030 33137338
PGP000693 16 16 Kim MS Metabolic polygenic risk scores for prediction of obesity, type 2 diabetes, and related morbidities. Cell Metab 16/03/2026 10.1016/j.cmet.2026.02.009 41844147
PGP000699 0 1 Li S Metabolic syndrome, genetic susceptibility, and risk of chronic obstructive pulmonary disease: The UK Biobank Study. Diabetes Obes Metab 17/10/2023 10.1111/dom.15334 37846527
PGP000068 8 8 Cai N Minimal phenotyping yields genome-wide association signals of low specificity for major depression. Nat Genet 30/03/2020 10.1038/s41588-020-0594-5 32231276
PGP000799 3 3 Xu L MIXPRS enables multi-population and multi-method polygenic risk scores using summary statistics. Nat Genet 09/06/2026 10.1038/s41588-026-02637-4 42265311
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
PGP000705 1 1 Zhu K Modifiable Lifestyle Factors, Genetic Risk, and Incident Peripheral Artery Disease Among Individuals With Type 2 Diabetes: A Prospective Study. Diabetes Care 01/03/2024 10.2337/dc23-1503 38181303
PGP000304 1 1 Nauffal V Monogenic and Polygenic Contributions to QTc Prolongation in the Population. Circulation 07/04/2022 10.1161/circulationaha.121.057261 35389749
PGP000765 0 1 Gandhi SE Motor Complications in Parkinson's Disease: Results from 3343 Patients Followed for up to 12 Years. Mov Disord Clin Pract 08/04/2024 10.1002/mdc3.14044 38587023
PGP000335 1 1 Namjou B Multiancestral polygenic risk score for pediatric asthma. J Allergy Clin Immunol 18/05/2022 10.1016/j.jaci.2022.03.035 35595084
PGP000487 1 1 Scammell BH Multi-ancestry genome-wide analysis identifies shared genetic effects and common genetic variants for self-reported sleep duration. Hum Mol Genet 29/06/2023 10.1093/hmg/ddad101 37384397
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
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
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
PGP000236 2 2 Ntalla I Multi-ancestry GWAS of the electrocardiographic PR interval identifies 202 loci underlying cardiac conduction. Nat Commun 21/05/2020 10.1038/s41467-020-15706-x 32439900
PGP000569 1 1 Lake J Multi-ancestry meta-analysis and fine-mapping in Alzheimer's disease. Mol Psychiatry 18/05/2023 10.1038/s41380-023-02089-w 37198259
PGP000703 20 20 Tsuo K Multi-ancestry meta-analysis of asthma identifies novel associations and highlights the value of increased power and diversity. Cell Genom 08/11/2022 10.1016/j.xgen.2022.100212 36778051
PGP000602 3 3 Smith JL Multi-Ancestry Polygenic Risk Score for Coronary Heart Disease Based on an Ancestrally Diverse Genome-Wide Association Study and Population-Specific Optimization. Circ Genom Precis Med 21/02/2024 10.1161/circgen.123.004272 38380516
PGP000773 25 25 Huerta-Chagoya A Multi-ancestry polygenic risk scores for the prediction of type 2 diabetes and complications in diverse ancestries medRxivPre 23/07/2025 10.1101/2025.07.21.25331778 40778152
PGP000106 1 1 Law MH Multiplex melanoma families are enriched for polygenic risk. Hum Mol Genet 01/10/2020 10.1093/hmg/ddaa156 32716505
PGP000789 1 1 Barry A Multi-population genome-wide association study implicates immune and non-immune factors in pediatric steroid-sensitive nephrotic syndrome. Nat Commun 29/04/2023 10.1038/s41467-023-37985-w 37120605
PGP000747 4 4 Kany S Multitrait analyses identify genetic variants associated with aortic valve function and aortic stenosis risk. Nat Genet 19/12/2025 10.1038/s41588-025-02397-7 41419685
PGP000066 1 1 Craig JE Multitrait analysis of glaucoma identifies new risk loci and enables polygenic prediction of disease susceptibility and progression. Nat Genet 20/01/2020 10.1038/s41588-019-0556-y 31959993
PGP000785 1 1 Trimarchi MP Multi-trait Analysis of GWAS Expands Eosinophilic Esophagitis Genetic Susceptibility and Polygenic Risk Scores. J Allergy Clin Immunol 20/03/2026 10.1016/j.jaci.2026.03.008 41865802
PGP000788 8 8 Haydarlou P Multi-trait polygenic risk scores improve genomic prediction of atrial fibrillation across diverse ancestries. Nat Commun 05/05/2026 10.1038/s41467-026-72708-x 42086565
PGP000490 1 1 Hatoum AS Multivariate genome-wide association meta-analysis of over 1 million subjects identifies loci underlying multiple substance use disorders. Nat Ment Health 22/03/2023 10.1038/s44220-023-00034-y 37250466
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
PGP000086 1 1 Shrine N New genetic signals for lung function highlight pathways and chronic obstructive pulmonary disease associations across multiple ancestries. Nat Genet 25/02/2019 10.1038/s41588-018-0321-7 30804560
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
PGP000215 1 2 Bianco C Non-invasive stratification of hepatocellular carcinoma risk in non-alcoholic fatty liver using polygenic risk scores. J Hepatol 25/11/2020 10.1016/j.jhep.2020.11.024 33248170
PGP000243 1 1 Borisevich D Non-linear interaction between physical activity and polygenic risk score of body mass index in Danish and Russian populations. PLoS One 18/10/2021 10.1371/journal.pone.0258748 34662357
PGP000589 0 1 Mur P Non-Lynch Familial and Early-Onset Colorectal Cancer Explained by Accumulation of Low-Risk Genetic Variants. Cancers (Basel) 31/07/2021 10.3390/cancers13153857 34359758
PGP000040 1 1 Schmit SL Novel Common Genetic Susceptibility Loci for Colorectal Cancer. J Natl Cancer Inst 01/02/2019 10.1093/jnci/djy099 29917119
PGP000755 1 1 Ramírez-Luzuriaga MJ Novel signals and polygenic score for height are associated with pubertal growth traits in Southwestern American Indians. Hum Mol Genet 01/05/2024 10.1093/hmg/ddae030 38483351
PGP000770 7 2 Hrytsenko Y Obstructive sleep apnea mediates genetic risk of Diabetes Mellitus in Hispanic and Latino communities. Commun Med (Lond) 25/09/2025 10.1038/s43856-025-01107-y 40999017
PGP000783 1 1 Chen H Optimizing colorectal cancer screening through polygenic risk score-based risk stratification: evidence from a population-based cohort and screening trial. Genome Med 19/03/2026 10.1186/s13073-026-01623-z 41851747
PGP000444 3 3 Petrican R Overlapping brain correlates of superior cognition among children at genetic risk for Alzheimer's disease and/or major depressive disorder. Sci Rep 18/01/2023 10.1038/s41598-023-28057-6 36653486
PGP000186 16 32 Kachuri L Pan-cancer analysis demonstrates that integrating polygenic risk scores with modifiable risk factors improves risk prediction. Nat Commun 27/11/2020 10.1038/s41467-020-19600-4 33247094
PGP000810 3 3 Ytterberg K Parity modifies the effect of genetic variants associated with gestational duration and birth weight medRxivPre 17/06/2025 10.1101/2025.06.17.25329777 —
PGP000059 1 1 Ibanez L Parkinson disease polygenic risk score is associated with Parkinson disease status and age at onset but not with alpha-synuclein cerebrospinal fluid levels. BMC Neurol 15/11/2017 10.1186/s12883-017-0978-z 29141588
PGP000065 4 4 Zheutlin AB Penetrance and Pleiotropy of Polygenic Risk Scores for Schizophrenia in 106,160 Patients Across Four Health Care Systems. Am J Psychiatry 16/08/2019 10.1176/appi.ajp.2019.18091085 31416338
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