ArticleNature genetics2024
Enhancing the Polygenic Score Catalog with tools for score calculation and ancestry normalization.
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Article in Nature genetics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 92 papers, 3 of them syntheses that pooled it.
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92citing papers in PubMed, 3 pooled it
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What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
92 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Multi-ancestry polygenic risk scores for the prediction of type 2 diabetes and complications in diverse ancestries.The lancet. Diabetes & endocrinology · 2026Pooled it
- Development and validation of a multiancestry and multitrait polygenic risk score for lung cancer.Nature communications · 2026Pooled it
- Identification of conserved immune-related adverse event risk factors and clinical outcomes in a pan-immunotherapy data mart.Journal for immunotherapy of cancer · 2025Pooled it
- Platelet count polygenic scores may modify the effect of aspirin in primary prevention of dementia.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Trial
- Multi-omic modelling of body mass index response to a dietary weight loss intervention.Gut microbes · 2026Article
- OmicsPred as a centralized resource for genetic prediction of multi-omic traits.Nature genetics · 2026Article
- A Facial Foundation Model for Clinical Biomarker Prediction and Real-World Mobile Deployment.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Polygenic risk scores and plasma proteomics identify cancer-related proteins and trans-regulated protein networks.Cell genomics · 2026Article
- Subtyping metabolic dysfunction-associated steatotic liver disease using electronic health record-linked genomic cohorts reveals diverse etiologies and progression.Nature communications · 2026Article
- A pre-train and fine-tune framework for adaptive boosting of pre-trained polygenic risk scores.Nature communications · 2026Article
- Parental haplotype reconstruction in up to 440,209 UK and Estonian individuals reveals recent assortative mating dynamics.Nature human behaviour · 2026Article
- Triglyceride Polygenic Score Identifies Individuals Who May Respond Differently to Aspirin in Primary Prevention.Clinical pharmacology and therapeutics · 2026Article
- Development and application of type 1 diabetes polygenic scores across diverse populations.Diabetologia · 2026Review
- Association between saturated fat intake and low-density lipoprotein cholesterol across the genetic spectrum: Results from the Women's Health Initiative.medRxiv : the preprint server for health sciences · 2026Article
- Cross-ancestry polygenic risk scores enhance Alzheimer's disease risk prediction in multiethnic cohorts.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- The role of polygenic risk in Alzheimer's disease prediction for African Americans.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Observational
- Article
- Orthogonal Contributions of Genetic, Clinical, and Social Determinants of Health Risk Burdens on Alzheimer's Disease Pathophysiology.medRxiv : the preprint server for health sciences · 2026Article
- Evidence standards for multi-ancestry polygenic prediction.Genome biology · 2026Review
- Polygenic risk scores in clinical applications - opportunities and challenges.Medizinische Genetik : Mitteilungsblatt des Berufsverbandes Medizinische Genetik e.V · 2026Article
32 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
16 authors.
Samuel A Lambert *Cambridge Baker Systems Genomics Initiative, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK. sl925@cam.ac.uk.ORCID http://orcid.org/0000-0001-8222-008X
Benjamin Wingfield *European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK.ORCID http://orcid.org/0000-0002-2913-0779
Joel T GibsonCambridge Baker Systems Genomics Initiative, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0002-8967-4188
Laurent GilHealth Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0002-9475-4502
Santhi RamachandranEuropean Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK.
Florent YvonCambridge Baker Systems Genomics Initiative, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.
Shirin SaverimuttuEuropean Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK.
Emily TinsleyEuropean Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK.
Elizabeth LewisEuropean Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK.
Scott C RitchieCambridge Baker Systems Genomics Initiative, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0002-8454-9548
Jingqin WuCambridge Baker Systems Genomics Initiative, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia.ORCID http://orcid.org/0000-0002-2052-3875
Rodrigo CánovasCambridge Baker Systems Genomics Initiative, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia.
Aoife McMahonEuropean Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK.ORCID http://orcid.org/0000-0003-0978-0309
Laura W HarrisEuropean Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK.
Helen ParkinsonEuropean Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK.
Michael InouyeCambridge Baker Systems Genomics Initiative, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK. mi336@cam.ac.uk.ORCID http://orcid.org/0000-0001-9413-6520
Funding
Strengthening community knowledge bases for genetic association studies and polygenic scores, the GWAS and PGS CatalogsU24HG012542 · NHGRI · EUROPEAN MOLECULAR BIOLOGY LABORATORY · PI Michael Inouye, Helen Elizabeth Parkinson · 2022 to 2026
$5.2MMicrovesicles from Adipose-derived Stem Cells for Ischemic Heart RepairSC1HL134212 · NHLBI · MOREHOUSE SCHOOL OF MEDICINE · PI LIU, DONG · 2016 to 2019
$1.4MBritish Heart Foundation (BHF) CH/12/2/29428British Heart Foundation (BHF) RE/18/1/34212British Heart Foundation (BHF) RG/18/13/33946British Heart Foundation (BHF) RG/F/23/110103DH | National Institute for Health Research (NIHR) BRC-1215-20014DH | National Institute for Health Research (NIHR) NIHR203312EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) 101016775 INTERVENEEuropean Bioinformatics Institute (EMBL-EBI) Core FundsNHGRI NIH HHS U24 HG012542RCUK | Economic and Social Research Council (ESRC) ES/T013192/1RCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/T022159/1U.S. Department of Health & Human Services | NIH | National Human Genome Research Institute (NHGRI) 1U24HG012542-01Wellcome Trust
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