Evidence map›Paper›PMID 34554790›Full record

ReviewScience (New York, N.Y.)2021

Discovery and implications of polygenicity of common diseases.

Peter M Visscher, Loic Yengo, Nancy J Cox, Naomi R Wray

Abstract readReview
In one paragraph

Review in Science (New York, N.Y.), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 104 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
104citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

104 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. A Systematic Review on the Genetic Contribution to Tinnitus.Journal of the Association for Research in Otolaryngology : JARO · 2024
    Pooled it
  3. Trial
  4. Childhood Correlates of Genetic Propensity to Personality Traits.medRxiv : the preprint server for health sciences · 2026
    Article
  5. Article
  6. Polygenic risk scores in neurological disorders: restless legs syndrome as a translational model.Medizinische Genetik : Mitteilungsblatt des Berufsverbandes Medizinische Genetik e.V · 2026
    Article
  7. Patient Perspectives on Psychiatric Polygenic Risk Scores in Reproductive Decision-Making and Polygenic Embryo Screening.American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics · 2026
    Article
  8. Article
  9. Principled measures and estimates of trait polygenicity.American journal of human genetics · 2026
    Article
  10. Review
  11. Review
  12. Article
  13. Article
  14. Article
  15. Review
  16. Article
  17. Review
  18. Review
  19. Genetic Burden andJournal of personalized medicine · 2026
    Article
  20. Article

44 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Peter M VisscherInstitute for Molecular Bioscience, University of Queensland, Brisbane, Queensland 4072, Australia.ORCID 0000-0002-2143-8760
Loic YengoInstitute for Molecular Bioscience, University of Queensland, Brisbane, Queensland 4072, Australia.
Nancy J CoxVanderbilt Genetics Institute and Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA.
Naomi R WrayInstitute for Molecular Bioscience, University of Queensland, Brisbane, Queensland 4072, Australia.ORCID 0000-0001-7421-3357

Funding

Training and Mentoring CoreU54MD010722 · NIMHD · VANDERBILT UNIVERSITY MEDICAL CENTER · PI GRIFFITH, DEREK M · 2016 to 2020
$11.9M
Analysis, Validation and Resource Creation for Genome Sequencing of Complex DiseasesU01HG009086 · NHGRI · VANDERBILT UNIVERSITY · PI COX, NANCY J, LI, BINGSHAN · 2016 to 2020
$4.3M
Discovering Biology for Neuropsychiatric Diseases Through Omics Studies on ComorbiditiesR01MH113362 · NIMH · VANDERBILT UNIVERSITY MEDICAL CENTER · PI COX, NANCY J, KNAPIK, ELA W · 2017 to 2021
$3.9M
NHGRI NIH HHS U01 HG009086NIMHD NIH HHS U54 MD010722NIMH NIH HHS R01 MH113362
6 · The paper itself

Abstract

The sequencing of the human genome has allowed the study of the genetic architecture of common diseases: the number of genomic variants that contribute to risk of disease and their joint frequency and effect size distribution. Common diseases are polygenic, with many loci contributing to phenotype, and the cumulative burden of risk alleles determines individual risk in conjunction with environmental factors. Most risk loci occur in noncoding regions of the genome regulating cell- and context-specific gene expression. Although the effect sizes of most risk alleles are small, their cumulative effects in individuals, quantified as a polygenic (risk) score, can identify people at increased risk of disease, thereby facilitating prevention or early intervention.

Indexed as

Genetic Predisposition to DiseaseMultifactorial InheritanceDiseaseGenetic VariationGenome-Wide Association StudyHumansModels, GeneticPolymorphism, Single NucleotideRare DiseasesSelection, GeneticWhole Genome Sequencing

Identifiers

PMID34554790
PMCPMC9945947

What OpenQuestion holds

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Registered trials

None linked

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.