Evidence map›Paper›PMID 34698770›Full record

ArticleInvestigative ophthalmology & visual science2021

Genetic Variants Associated With Human Eye Size Are Distinct From Those Conferring Susceptibility to Myopia.

Denis Plotnikov, Jiangtian Cui, Rosie Clark, Juho Wedenoja, Olavi Pärssinen, J Willem L Tideman, Jost B Jonas, Yaxing Wang, Igor Rudan, Terri L Young and 5 more

Open access · goldAbstract read
In one paragraph

Article in Investigative ophthalmology & visual science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
0.9field-weighted citation impact, top 25% of its field
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

9 citing papers in PubMed, 12 citations in OpenAlex.

  1. Article
  2. Review
  3. Review
  4. Article
  5. IMI-Myopia Genetics Report.Investigative ophthalmology & visual science · 2025
    Review
  6. Article
  7. Article
  8. Article
  9. Article
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

15 authors at 10 institutions in 9 countries.

Denis PlotnikovSchool of Optometry and Vision Sciences, Cardiff University, Cardiff, United Kingdom.
Jiangtian CuiSchool of Optometry and Vision Sciences, Cardiff University, Cardiff, United Kingdom.
Rosie ClarkSchool of Optometry and Vision Sciences, Cardiff University, Cardiff, United Kingdom.
Juho WedenojaDepartment of Ophthalmology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
Olavi PärssinenGerontology Research Center and Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.
J Willem L TidemanDepartment of Ophthalmology, Erasmus Medical Centre, Rotterdam, The Netherlands.
Jost B JonasDepartment of Ophthalmology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Yaxing WangBeijing Institute of Ophthalmology, Beijing Ophthalmology and Visual Science Key Lab, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
Igor RudanCentre for Global Health and WHO Collaborating Centre, University of Edinburgh, United Kingdom.
Terri L YoungDepartment of Ophthalmology and Visual Sciences, University of Wisconsin-Madison, Madison, Wisconsin, United States.
David A MackeyCentre for Ophthalmology and Visual Science, University of Western Australia, Lions Eye Institute, Perth, Australia.
Louise TerrySchool of Optometry and Vision Sciences, Cardiff University, Cardiff, United Kingdom.
Cathy WilliamsCentre for Academic Child Health, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom.
Jeremy A GuggenheimSchool of Optometry and Vision Sciences, Cardiff University, Cardiff, United Kingdom.
UK Biobank Eye and Vision Consortium and the CREAM Consortium
Cardiff University · GBBeijing Tongren Hospital · CNErasmus University Rotterdam · NLHelsinki University Hospital · FIUniversity Medical Centre Mannheim · DEUniversity of Bristol · GBUniversity of Edinburgh · GBUniversity of Jyväskylä · FIUniversity of Western Australia · AUUniversity of Wisconsin–Madison · US

Funding

Medical Research Council G9815508Medical Research Council MC_PC_15018Medical Research Council MC_PC_17228Medical Research Council MC_PC_19009Medical Research Council MC_QA137853Wellcome Trust
6 · The paper itself

Abstract

Purpose: Emmetropization requires coordinated scaling of the major ocular components, corneal curvature and axial length. This coordination is achieved in part through a shared set of genetic variants that regulate eye size. Poorly coordinated scaling of corneal curvature and axial length results in refractive error. We tested the hypothesis that genetic variants regulating eye size in emmetropic eyes are distinct from those conferring susceptibility to refractive error. Methods: A genome-wide association study (GWAS) for corneal curvature in 22,180 adult emmetropic individuals was performed as a proxy for a GWAS for eye size. A polygenic score created using lead GWAS variants was tested for association with corneal curvature and axial length in an independent sample: 437 classified as emmetropic and 637 as ametropic. The genetic correlation between eye size and refractive error was calculated using linkage disequilibrium score regression for approximately 1 million genetic variants. Results: The GWAS for corneal curvature in emmetropes identified 32 independent genetic variants (P < 5.0e-08). A polygenic score created using these 32 genetic markers explained 3.5% (P < 0.001) and 2.0% (P = 0.001) of the variance in corneal curvature and axial length, respectively, in the independent sample of emmetropic individuals but was not predictive of these traits in ametropic individuals. The genetic correlation between eye size and refractive error was close to zero (rg = 0.00; SE = 0.06; P = 0.95). Conclusions: These results support the hypothesis that genetic variants regulating eye size in emmetropic eyes do not overlap with those conferring susceptibility to myopia. This suggests that distinct biological pathways regulate normal eye growth and myopia development.

Indexed as

Genetic Predisposition to DiseasePolymorphism, Single NucleotideAdolescentAdultAgedAxial Length, EyeChildFemaleGenome-Wide Association StudyHumansLinkage DisequilibriumMaleMiddle AgedMyopiaRefraction, OcularYoung Adult

Identifiers

PMID34698770
PMCPMC8556552
OpenAlexW3208169558

What OpenQuestion holds

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Registered trials

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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.