Publications

PGS Publication/Study ID (PGP) PGS Developed PGS Evaluated First Author Title Journal Name Publication Date Digital object identifier (doi) PubMed ID (PMID)
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
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
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
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
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
PGP000046 3 3 Kuchenbaecker K The transferability of lipid loci across African, Asian and European cohorts. Nat Commun 24/09/2019 10.1038/s41467-019-12026-7 31551420
PGP000171 0 2 Fahed AC Polygenic background modifies penetrance of monogenic variants for tier 1 genomic conditions. Nat Commun 20/08/2020 10.1038/s41467-020-17374-3 32820175
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
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
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
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
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
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
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
PGP000149 1 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
PGP000147 0 11 Thareja G Whole genome sequencing in the Middle Eastern Qatari population identifies genetic associations with 45 clinically relevant traits. Nat Commun 23/02/2021 10.1038/s41467-021-21381-3 33623009
PGP000027 1 2 Abraham G Genomic risk score offers predictive performance comparable to clinical risk factors for ischaemic stroke. Nat Commun 20/12/2019 10.1038/s41467-019-13848-1 31862893
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
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
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
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
PGP000228 1 1 Revez JA Genome-wide association study identifies 143 loci associated with 25 hydroxyvitamin D concentration. Nat Commun 02/04/2020 10.1038/s41467-020-15421-7 32242144
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
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
PGP000320 1 1 He YQ A polygenic risk score for nasopharyngeal carcinoma shows potential for risk stratification and personalized screening. Nat Commun 12/04/2022 10.1038/s41467-022-29570-4 35414057
PGP000164 3 3 Khan Z Genetic variation associated with thyroid autoimmunity shapes the systemic immune response to PD-1 checkpoint blockade. Nat Commun 07/06/2021 10.1038/s41467-021-23661-4 34099659
PGP000138 3 3 Fontanillas P Disease risk scores for skin cancers. Nat Commun 08/01/2021 10.1038/s41467-020-20246-5 33420020
PGP000112 4 4 Ho WK European polygenic risk score for prediction of breast cancer shows similar performance in Asian women. Nat Commun 31/07/2020 10.1038/s41467-020-17680-w 32737321
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
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
PGP000314 1 1 Pujol-Gualdo N Advancing our understanding of genetic risk factors and potential personalized strategies for pelvic organ prolapse. Nat Commun 23/06/2022 10.1038/s41467-022-31188-5 35739095
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
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
PGP000479 0 1 Blauwendraat C Polygenic Parkinson's Disease Genetic Risk Score as Risk Modifier of Parkinsonism in Gaucher Disease. Mov Disord 03/03/2023 10.1002/mds.29342 36869417
PGP000087 1 1 Pihlstrøm L A cumulative genetic risk score predicts progression in Parkinson's disease. Mov Disord 08/02/2016 10.1002/mds.26505 26853697
PGP000250 1 1 Sia MW Polygenic Risk Scores in a Prospective Parkinson's Disease Cohort. Mov Disord 17/08/2021 10.1002/mds.28761 34402545
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
PGP000521 1 1 Merino J Genetic predisposition to macronutrient preference and workplace food choices. Mol Psychiatry 23/05/2023 10.1038/s41380-023-02107-x 37217678
PGP000080 1 1 Coleman JRI Genome-wide gene-environment analyses of major depressive disorder and reported lifetime traumatic experiences in UK Biobank. Mol Psychiatry 23/01/2020 10.1038/s41380-019-0546-6 31969693
PGP000221 1 2 Leal LG A polygenic biomarker to identify patients with severe hypercholesterolemia of polygenic origin. Mol Genet Genomic Med 19/04/2020 10.1002/mgg3.1248 32307928
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
PGP000280 2 2 Kujala UM Polygenic Risk Scores and Physical Activity. Med Sci Sports Exerc 01/07/2020 10.1249/mss.0000000000002290 32049886
PGP000658 0 1 Hu C Genetic Predisposition, Sedentary Behavior, and Incident Coronary Artery Disease: A Prospective Chinese Cohort Study. Med Sci Sports Exerc 30/08/2023 10.1249/mss.0000000000003277 37703277
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 —
PGP000748 17 17 White SL Global multi-ancestry genetic study elucidates genes and biological pathways associated with thyroid cancer and benign thyroid diseases medRxivPre 16/05/2025 10.1101/2025.05.15.25327513 —
PGP000606 0 1 Szczerbinski L Algorithms for the identification of prevalent diabetes in the All of Us Research Program validated using polygenic scores - a new resource for diabetes precision medicine medRxivPre 05/09/2023 10.1101/2023.09.05.23295061 —
PGP000192 1 1 Kawai VK Pleiotropy of systemic lupus erythematosus risk alleles and cardiometabolic disorders: A phenome-wide association study and inverse-variance weighted meta-analysis. Lupus 12/05/2021 10.1177/09612033211014952 33977795
PGP000505 0 1 Liu Z Associations of serum uric acid levels with liver disease-related morbidity and mortality: A prospective cohort study of the UK Biobank. Liver Int 29/03/2023 10.1111/liv.15564 36938749
PGP000622 0 1 Åberg F Combined use of the ELF test and CLivD score improves prediction of liver-related outcomes in the general population. Liver Int 23/07/2023 10.1111/liv.15681 37485795
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