Publications

PGS Publication/Study ID (PGP) PGS Developed PGS Evaluated First Author Title Journal Name Publication Date Digital object identifier (doi) PubMed ID (PMID)
PGP000252 3 3 Ye Y Interactions Between Enhanced Polygenic Risk Scores and Lifestyle for Cardiovascular Disease, Diabetes, and Lipid Levels. Circ Genom Precis Med 12/01/2021 10.1161/circgen.120.003128 33433237
PGP000278 1 1 Dashti HS Interaction of obesity polygenic score with lifestyle risk factors in an electronic health record biobank. BMC Med 12/01/2022 10.1186/s12916-021-02198-9 35016652
PGP000709 1 1 Frederiksen TC Interaction of genetic risk and lifestyle on the incidence of atrial fibrillation. Heart 15/04/2024 10.1136/heartjnl-2023-323333 38016806
PGP000404 1 1 Teleka S Interaction between blood pressure and genetic risk score for bladder cancer, and risk of urothelial carcinoma in men. Sci Rep 31/10/2022 10.1038/s41598-022-23225-6 36316463
PGP000604 158 158 Truong B Integrative polygenic risk score improves the prediction accuracy of complex traits and diseases. Cell Genom 12/03/2024 10.1016/j.xgen.2024.100523 38508198
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
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
PGP000137 3 4 Ritchie SC Integrative analysis of the plasma proteome and polygenic risk of cardiometabolic diseases Nat Metab 08/11/2021 10.1038/s42255-021-00478-5 34750571
PGP000561 252 252 Jung H Integration of risk factor polygenic risk score with disease polygenic risk score for disease prediction. Commun Biol 13/02/2024 10.1038/s42003-024-05874-7 38351177
PGP000261 2 2 Tamlander M Integration of questionnaire-based risk factors improves polygenic risk scores for human coronary heart disease and type 2 diabetes. Commun Biol 23/02/2022 10.1038/s42003-021-02996-0 35197564
PGP000754 0 4 Liu Y Integration of polygenic and gut metagenomic risk prediction for common diseases. Nat Aging 25/03/2024 10.1038/s43587-024-00590-7 38528230
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
PGP000275 1 1 Kothalawala DM Integration of Genomic Risk Scores to Improve the Prediction of Childhood Asthma Diagnosis J Pers Med 08/01/2022 10.3390/jpm12010075 35055391
PGP000483 0 1 Cui Q Integrating polygenic and clinical risks to improve stroke risk stratification in prospective Chinese cohorts. Sci China Life Sci 03/03/2023 10.1007/s11427-022-2280-3 36881318
PGP000438 6 6 Briggs SEW Integrating genome-wide polygenic risk scores and non-genetic risk to predict colorectal cancer diagnosis using UK Biobank data: population based cohort study. BMJ 09/11/2022 10.1136/bmj-2022-071707 36351667
PGP000633 1 1 Al-Janabi A Integrated proteomics and genomics analysis of paradoxical eczema in psoriasis patients treated with biologics. J Allergy Clin Immunol 01/08/2023 10.1016/j.jaci.2023.07.011 37536512
PGP000656 1 22 Ritchie SC Integrated clinical risk prediction of type 2 diabetes with a multifactorial polygenic risk score medRxivPre 22/08/2024 10.1101/2024.08.22.24312440 —
PGP000533 0 1 Skals R Insulin resistance genetic risk score and burden of coronary artery disease in patients referred for coronary angiography. PLoS One 18/06/2021 10.1371/journal.pone.0252855 34143812
PGP000391 3 3 Agrawal S Inherited basis of visceral, abdominal subcutaneous and gluteofemoral fat depots. Nat Commun 30/06/2022 10.1038/s41467-022-30931-2 35773277
PGP000697 1 1 Takase M Influence of Diabetes Family History on the Associations of Combined Genetic and Lifestyle Risks with Diabetes in the Tohoku Medical Megabank Community-Based Cohort Study. J Atheroscler Thromb 06/10/2023 10.5551/jat.64425 37813642
PGP000274 3 3 Steinberg J Independent evaluation of melanoma polygenic risk scores in UK and Australian prospective cohorts. Br J Dermatol 18/12/2021 10.1111/bjd.20956 34921685
PGP000324 1 1 Yang Y Incorporating Polygenic Risk Scores and Nongenetic Risk Factors for Breast Cancer Risk Prediction Among Asian Women. JAMA Netw Open 01/03/2022 10.1001/jamanetworkopen.2021.49030 35311964
PGP000787 1 1 Wang H Improving Genetic Risk Prediction of CAD in Chinese by Multi-ancestry and Multi-trait GWAS Integration. Genomics Proteomics Bioinformatics 18/05/2026 10.1093/gpbjnl/qzag038 42152175
PGP000154 0 1 Lu T Improved prediction of fracture risk leveraging a genome-wide polygenic risk score. Genome Med 03/02/2021 10.1186/s13073-021-00838-6 33536041
PGP000774 10 10 Li JL Improved polygenic risk prediction models for breast cancer subtypes in women of African ancestry. Nat Genet 02/02/2026 10.1038/s41588-026-02501-5 41629673
PGP000032 0 1 Pashayan N Implications of polygenic risk-stratified screening for prostate cancer on overdiagnosis. Genet Med 08/01/2015 10.1038/gim.2014.192 25569441
PGP000366 4 4 Kanoni S Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis. Genome Biol 27/12/2022 10.1186/s13059-022-02837-1 36575460
PGP000746 1 1 Sun D Impact of genetic risk and lifestyles on cardiovascular disease-free and total life expectancy: a cohort study. Genome Med 22/07/2025 10.1186/s13073-025-01487-9 40696436
PGP000064 6 6 Wheeler E Impact of common genetic determinants of Hemoglobin A1c on type 2 diabetes risk and diagnosis in ancestrally diverse populations: A transethnic genome-wide meta-analysis. PLoS Med 12/09/2017 10.1371/journal.pmed.1002383 28898252
PGP000272 0 1 McCormick N Impact of adiposity on risk of female gout among those genetically predisposed: sex-specific prospective cohort study findings over >32 years. Ann Rheum Dis 02/12/2021 10.1136/annrheumdis-2021-221635 34857519
PGP000204 2 2 Luo J Immunotherapy-mediated thyroid dysfunction: genetic risk and impact on outcomes with PD-1 blockade in non-small cell lung cancer. Clin Cancer Res 08/07/2021 10.1158/1078-0432.ccr-21-0921 34244291
PGP000497 1 1 Gibson MJ Identifying the potential causal role of insomnia symptoms on 11,409 health-related outcomes: a phenome-wide Mendelian randomisation analysis in UK Biobank. BMC Med 03/04/2023 10.1186/s12916-023-02832-8 37013595
PGP000480 1 1 Wang H Identification of specific susceptibility loci for the early-onset colorectal cancer. Genome Med 03/03/2023 10.1186/s13073-023-01163-w 36869385
PGP000049 1 1 Dai J Identification of risk loci and a polygenic risk score for lung cancer: a large-scale prospective cohort study in Chinese populations. Lancet Respir Med 17/07/2019 10.1016/S2213-2600(19)30144-4 31326317
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
PGP000235 2 2 Nalls MA Identification of novel risk loci, causal insights, and heritable risk for Parkinson's disease: a meta-analysis of genome-wide association studies. Lancet Neurol 01/12/2019 10.1016/s1474-4422(19)30320-5 31701892
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
PGP000160 1 1 Wang YF Identification of 38 novel loci for systemic lupus erythematosus and genetic heterogeneity between ancestral groups. Nat Commun 03/02/2021 10.1038/s41467-021-21049-y 33536424
PGP000826 56 7 Ometto S Hundreds of cardiac MRI traits derived using 3D diffusion autoencoders share a common genetic architecture. Nat Commun 29/06/2026 10.1038/s41467-026-74575-y 42373625
PGP000562 3 3 Youssef O High-Resolution Genotyping of Formalin-Fixed Tissue Accurately Estimates Polygenic Risk Scores in Human Diseases. Lab Invest 15/01/2024 10.1016/j.labinv.2024.100325 38220043
PGP000804 0 1 Yang M High polygenic risk score is a risk factor associated with colorectal cancer based on data from the UK Biobank. PLoS One 30/11/2023 10.1371/journal.pone.0295155 38032963
PGP000588 0 1 Marshall HN High Polygenic Risk Is Associated with Earlier Trabeculectomy in Patients with Primary Open-Angle Glaucoma. Ophthalmol Glaucoma 13/07/2022 10.1016/j.ogla.2022.06.009 35842105
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
PGP000099 1 1 Reid S High genetic risk score is associated with early disease onset, damage accrual and decreased survival in systemic lupus erythematosus. Ann Rheum Dis 11/12/2019 10.1136/annrheumdis-2019-216227 31826855
PGP000475 3 3 Kwon YC Higher Genetic Risk Loads Confer More Diverse Manifestations and Higher Risk of Lupus Nephritis in Systemic Lupus Erythematosus. Arthritis Rheumatol 03/04/2023 10.1002/art.42516 37011055
PGP000232 1 1 Feitosa MF Heterogeneity of the Predictive Polygenic Risk Scores for Coronary Heart Disease Age-at-Onset in Three Different Coronary Heart Disease Family-Based Ascertainments. Circ Genom Precis Med 12/04/2021 10.1161/circgen.120.003201 33844929
PGP000751 1 1 Sutoh Y Healthy lifestyle practice correlates with decreased obesity prevalence in individuals with high polygenic risk: TMM CommCohort study. J Hum Genet 22/08/2024 10.1038/s10038-024-01280-3 39174808
PGP000329 1 1 Zhang Y Healthy lifestyle counteracts the risk effect of genetic factors on incident gout: a large population-based longitudinal study. BMC Med 29/04/2022 10.1186/s12916-022-02341-0 35484537
PGP000551 1 1 Liu W Healthy Diet, Polygenic Risk Score, and Upper Gastrointestinal Cancer Risk: A Prospective Study from UK Biobank. Nutrients 10/03/2023 10.3390/nu15061344 36986074
PGP000265 1 1 Bonfiglio F GWAS of stool frequency provides insights into gastrointestinal motility and irritable bowel syndrome. Cell Genom 08/12/2021 10.1016/j.xgen.2021.100069 34957435
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