Evidence map›Paper›PMID 29301965›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2018

Genetics of the human face: Identification of large-effect single gene variants.

Daniel J M Crouch, Bruce Winney, Willem P Koppen, William J Christmas, Katarzyna Hutnik, Tammy Day, Devendra Meena, Abdelhamid Boumertit, Pirro Hysi, Ayrun Nessa and 3 more

Abstract readTwin Study
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
41citing papers in PubMed, 2 pooled it
4.8field-weighted citation impact, top 4% 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

41 citing papers in PubMed, 2 syntheses or guidelines pooled it, 78 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Review
  5. De Novo Reconstruction of 3D Human Facial Images from DNA Sequence.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
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  15. Review
  16. Effect of genetic variants inForensic sciences research · 2023
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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

13 authors at 4 institutions in 1 country.

Daniel J M CrouchCancer and Immunogenetics Laboratory, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom.
Bruce WinneyCancer and Immunogenetics Laboratory, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom.
Willem P KoppenCentre for Vision, Speech and Signal Processing, Department of Electronic Engineering, University of Surrey, Guildford GU2 7XH, United Kingdom.
William J ChristmasCentre for Vision, Speech and Signal Processing, Department of Electronic Engineering, University of Surrey, Guildford GU2 7XH, United Kingdom.
Katarzyna HutnikCancer and Immunogenetics Laboratory, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom.
Tammy DayCancer and Immunogenetics Laboratory, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom.
Devendra MeenaCancer and Immunogenetics Laboratory, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom.
Abdelhamid BoumertitCancer and Immunogenetics Laboratory, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom.
Pirro HysiTwinsUK, St. Thomas' Hospital, King's College London, London SE1 7EH, United Kingdom.
Ayrun NessaTwinsUK, St. Thomas' Hospital, King's College London, London SE1 7EH, United Kingdom.
Tim D SpectorTwinsUK, St. Thomas' Hospital, King's College London, London SE1 7EH, United Kingdom.
Josef KittlerCentre for Vision, Speech and Signal Processing, Department of Electronic Engineering, University of Surrey, Guildford GU2 7XH, United Kingdom.
Walter F BodmerCancer and Immunogenetics Laboratory, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom; walter.bodmer@hertford.ox.ac.uk.
University of Oxford · GBKing's College London · GBUniversity of Surrey · GBMRC Weatherall Institute of Molecular Medicine · GB

Funding

Department of HealthWellcome TrustWellcome Trust 088262/Z/09/Z
6 · The paper itself

Abstract

To discover specific variants with relatively large effects on the human face, we have devised an approach to identifying facial features with high heritability. This is based on using twin data to estimate the additive genetic value of each point on a face, as provided by a 3D camera system. In addition, we have used the ethnic difference between East Asian and European faces as a further source of face genetic variation. We use principal components (PCs) analysis to provide a fine definition of the surface features of human faces around the eyes and of the profile, and chose upper and lower 10% extremes of the most heritable PCs for looking for genetic associations. Using this strategy for the analysis of 3D images of 1,832 unique volunteers from the well-characterized People of the British Isles study and 1,567 unique twin images from the TwinsUK cohort, together with genetic data for 500,000 SNPs, we have identified three specific genetic variants with notable effects on facial profiles and eyes.

Indexed as

FaceCadherin Related ProteinsCadherinsFemaleHumansMaleMembrane ProteinsPolymorphism, Single NucleotidePrincipal Component AnalysisProprotein ConvertasesQuantitative Trait, HeritableSerine EndopeptidasesCadherin Related ProteinsCadherinsCDHR15, humanmembrane-bound transcription factor peptidase, site 1Membrane ProteinsProprotein ConvertasesSerine EndopeptidasesTMEM163 protein, human3D imagingadditive genetic valuefacial featureshuman geneticsSNPs

Identifiers

PMID29301965
PMCPMC5789906
OpenAlexW2738051399

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.