Evidence map›Paper›PMID 33288918›Full record

ArticleNature genetics2021

Insights into the genetic architecture of the human face.

Julie D White, Karlijne Indencleef, Sahin Naqvi, Ryan J Eller, Hanne Hoskens, Jasmien Roosenboom, Myoung Keun Lee, Jiarui Li, Jaaved Mohammed, Stephen Richmond and 13 more

Open access · greenAbstract read
In one paragraph

Article in Nature genetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 99 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
99citing papers in PubMed, 3 pooled it
16.7field-weighted citation impact, top 1% 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

99 citing papers in PubMed, 3 syntheses or guidelines pooled it, 161 citations in OpenAlex.

  1. Pooled it
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  16. Forensic genetics in the omics era.Nature reviews. Genetics · 2026
    Review
  17. Article
  18. Article
  19. Comment on "De Novo Reconstruction of 3D Human Facial Images from DNA Sequence".Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  20. Article

39 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

23 authors at 11 institutions in 4 countries.

Julie D White *Department of Anthropology, Pennsylvania State University, State College, PA, USA. jdw345@psu.edu.ORCID http://orcid.org/0000-0002-2235-4817
Karlijne Indencleef *Department of Electrical Engineering, ESAT/PSI, KU Leuven, Leuven, Belgium. karlijne.indencleef@kuleuven.be.ORCID http://orcid.org/0000-0003-2318-1636
Sahin NaqviDepartment of Chemical and Systems Biology, Stanford University School of Medicine, Stanford, CA, USA.ORCID http://orcid.org/0000-0003-2635-7967
Ryan J EllerDepartment of Biology, Indiana University Purdue University Indianapolis, Indianapolis, IN, USA.
Hanne HoskensMedical Imaging Research Center, UZ Leuven, Leuven, Belgium.
Jasmien RoosenboomDepartment of Oral Biology, Center for Craniofacial and Dental Genetics, University of Pittsburgh, Pittsburgh, PA, USA.
Myoung Keun LeeDepartment of Oral Biology, Center for Craniofacial and Dental Genetics, University of Pittsburgh, Pittsburgh, PA, USA.
Jiarui LiDepartment of Electrical Engineering, ESAT/PSI, KU Leuven, Leuven, Belgium.ORCID http://orcid.org/0000-0003-0581-5850
Jaaved MohammedDepartment of Chemical and Systems Biology, Stanford University School of Medicine, Stanford, CA, USA.
Stephen RichmondApplied Clinical Research and Public Health, School of Dentistry, Cardiff University, Cardiff, UK.ORCID http://orcid.org/0000-0001-5449-5318
Ellen E QuillenDepartment of Internal Medicine, Section of Molecular Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA.ORCID http://orcid.org/0000-0003-2033-8693
Heather L NortonDepartment of Anthropology, University of Cincinnati, Cincinnati, OH, USA.
Eleanor FeingoldDepartment of Human Genetics, University of Pittsburgh, Pittsburgh, PA, USA.
Tomek SwigutDepartment of Chemical and Systems Biology, Stanford University School of Medicine, Stanford, CA, USA.
Mary L MarazitaDepartment of Oral Biology, Center for Craniofacial and Dental Genetics, University of Pittsburgh, Pittsburgh, PA, USA.ORCID http://orcid.org/0000-0002-2648-2832
Hilde PeetersDepartment of Human Genetics, KU Leuven, Leuven, Belgium.
Greet HensDepartment of Neurosciences, Experimental Oto-Rhino-Laryngology, KU Leuven, Leuven, Belgium.
John R ShafferDepartment of Oral Biology, Center for Craniofacial and Dental Genetics, University of Pittsburgh, Pittsburgh, PA, USA.ORCID http://orcid.org/0000-0003-1897-1131
Joanna WysockaDepartment of Chemical and Systems Biology, Stanford University School of Medicine, Stanford, CA, USA.ORCID http://orcid.org/0000-0002-6909-6544
Susan WalshDepartment of Biology, Indiana University Purdue University Indianapolis, Indianapolis, IN, USA.
Seth M WeinbergDepartment of Oral Biology, Center for Craniofacial and Dental Genetics, University of Pittsburgh, Pittsburgh, PA, USA.ORCID http://orcid.org/0000-0001-9467-4556
Mark D ShriverDepartment of Anthropology, Pennsylvania State University, State College, PA, USA.
Peter ClaesDepartment of Electrical Engineering, ESAT/PSI, KU Leuven, Leuven, Belgium. peter.claes@kuleuven.be.ORCID http://orcid.org/0000-0001-9489-9819
University of Pittsburgh · USKU Leuven · BEStanford University · USPennsylvania State University · USUniversitair Ziekenhuis Leuven · BEUniversity of Indianapolis · USCardiff University · GBHoward Hughes Medical Institute · USMurdoch Children's Research Institute · AUUniversity of Cincinnati · USWake Forest University · US

Funding

Extending the Phenotype of Nonsyndromic Orofacial CleftsR01DE016148 · NIDCR · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI MARAZITA, MARY L., WEINBERG, SETH M · 2004 to 2018
$19.7M
The Genetic Architecture of Human Facial MorphologyR01DE027023 · NIDCR · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI CLAES, PETER, SHAFFER, JOHN R · 2017 to 2024
$5.2M
Epigenetic landscapes and regulatory divergence of human craniofacial traitsU01DE024430 · NIDCR · STANFORD UNIVERSITY · PI SELLERI, LICIA, WYSOCKA, JOANNA · 2014 to 2018
$3.1M
3D Analysis of Normal Facial Variation: Data Repository and Genetics (Research)U01DE020078 · NIDCR · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI MARAZITA, MARY L., WEINBERG, SETH M · 2009 to 2013
$2.0M
Howard Hughes Medical InstituteMedical Research Council G9815508Medical Research Council MC_PC_15018Medical Research Council MC_PC_19009NHLBI NIH HHS HHSN268201200008CNHLBI NIH HHS HHSN268201200008INIDCR NIH HHS R01 DE016148NIDCR NIH HHS R01 DE027023NIDCR NIH HHS U01 DE020078NIDCR NIH HHS U01 DE024430Wellcome TrustWellcome Trust 102215/2/13/2
6 · The paper itself

Abstract

The human face is complex and multipartite, and characterization of its genetic architecture remains challenging. Using a multivariate genome-wide association study meta-analysis of 8,246 European individuals, we identified 203 genome-wide-significant signals (120 also study-wide significant) associated with normal-range facial variation. Follow-up analyses indicate that the regions surrounding these signals are enriched for enhancer activity in cranial neural crest cells and craniofacial tissues, several regions harbor multiple signals with associations to different facial phenotypes, and there is evidence for potential coordinated actions of variants. In summary, our analyses provide insights into the understanding of how complex morphological traits are shaped by both individual and coordinated genetic actions.

Indexed as

Genome-Wide Association StudyAcetylationEnhancer Elements, GeneticEpistasis, GeneticExtremitiesFaceGenetic LociHistonesHumansLysineMeta-Analysis as TopicMultivariate AnalysisNeural CrestPhenotypePolymorphism, Single NucleotideSkullHistonesLysine

Identifiers

PMID33288918
PMCPMC7796995
OpenAlexW3113354915

What OpenQuestion holds

Textmetadata
LicenceTDM
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.