ReviewJournal of medical genetics2020
Understanding polygenic models, their development and the potential application of polygenic scores in healthcare.
Review in Journal of medical genetics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
25 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Can polygenic risk scores contribute to cost-effective cancer screening? A systematic review.Genetics in medicine : official journal of the American College of Medical Genetics · 2022Pooled it
- Polygenic Prediction of Type 2 Diabetes in Africa.Diabetes care · 2022Pooled it
- Large-scale proteomic analyses before depression diagnosis reveal novel pathophysiological insights.Molecular psychiatry · 2026Article
- Preparing healthcare providers to use polygenic risk scores: a qualitative study of learning needs and educational preferences.BMJ open · 2026Article
- Effects of polygenic risk score communication on short term health outcomes: systematic review and meta-analysis.BMJ medicine · 2026Article
- Foretelling the Future: Preimplantation Genetic Testing and the Coming of Polygenic Embryo Screening.Journal of clinical medicine · 2025Review
- Advancements in deep learning for early diagnosis of Alzheimer's disease using multimodal neuroimaging: challenges and future directions.Frontiers in neuroinformatics · 2025Review
- Genome wide association study and genomic risk prediction of age related macular degeneration in Israel.Scientific reports · 2024Article
- Article
- Comprehensive analysis of a tryptophan metabolism-related model in the prognostic prediction and immune status for clear cell renal carcinoma.European journal of medical research · 2024Article
- Polygenic risk-stratified screening for nasopharyngeal carcinoma in high-risk endemic areas of China: a cost-effectiveness study.Frontiers in public health · 2024Article
- Navigating the uncertainty of precision cancer screening: The role of shared decision-making.PEC innovation · 2023Article
- The genetics of non-monogenic IBD.Human genetics · 2023Review
- Article
- Association of Combined Exposure to Ambient Air Pollutants, Genetic Risk, and Incident Rheumatoid Arthritis: A Prospective Cohort Study in the UK Biobank.Environmental health perspectives · 2023Article
- Ethical layering in AI-driven polygenic risk scores-New complexities, new challenges.Frontiers in genetics · 2023Article
- Testing the Utility of Polygenic Risk Scores for Type 2 Diabetes and Obesity in Predicting Metabolic Changes in a Prediabetic Population: An Observational Study.International journal of molecular sciences · 2022Observational
- A Systematic Review of Polygenic Models for Predicting Drug Outcomes.Journal of personalized medicine · 2022Review
- Interactions between Vitamin D Genetic Risk and Dietary Factors on Metabolic Disease-Related Outcomes in Ghanaian Adults.Nutrients · 2022Article
- Interaction between Dietary Fat Intake and Metabolic Genetic Risk Score on 25-Hydroxyvitamin D Concentrations in a Turkish Adult Population.Nutrients · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
The use of genomic information to better understand and prevent common complex diseases has been an ongoing goal of genetic research. Over the past few years, research in this area has proliferated with several proposed methods of generating polygenic scores. This has been driven by the availability of larger data sets, primarily from genome-wide association studies and concomitant developments in statistical methodologies. Here we provide an overview of the methodological aspects of polygenic model construction. In addition, we consider the state of the field and implications for potential applications of polygenic scores for risk estimation within healthcare.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.