Evidence map›Paper›PMID 35393595›Full record

ArticleNature genetics2022

Genetic variants underlying differences in facial morphology in East Asian and European populations.

Manfei Zhang, Sijie Wu, Siyuan Du, Wei Qian, Jieyi Chen, Lu Qiao, Yajun Yang, Jingze Tan, Ziyu Yuan, Qianqian Peng and 9 more

Open access · greenAbstract read
PubMed Publisher
In one paragraph

Article in Nature genetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed, 2 pooled it
9.5field-weighted citation impact, top 2% 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

34 citing papers in PubMed, 2 syntheses or guidelines pooled it, 54 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. A Facial Foundation Model for Clinical Biomarker Prediction and Real-World Mobile Deployment.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
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  8. Ancestry estimation: Methodological evolution and forensic implications.Forensic science, medicine, and pathology · 2026
    Review
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  11. Review
  12. Reply to "Comment on 'De Novo Reconstruction of 3D Human Facial Images From DNA Sequence'".Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  13. Comment on "De Novo Reconstruction of 3D Human Facial Images from DNA Sequence".Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  14. Article
  15. Article
  16. Association ofInternational journal of molecular sciences · 2025
    Article
  17. De Novo Reconstruction of 3D Human Facial Images from DNA Sequence.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
  18. Article
  19. Article
  20. 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

19 authors at 5 institutions in 5 countries.

Manfei Zhang *State Key Laboratory of Genetic Engineering, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China.ORCID http://orcid.org/0000-0003-2611-9440
Sijie Wu *State Key Laboratory of Genetic Engineering, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China.
Siyuan Du *CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China.ORCID http://orcid.org/0000-0003-1602-1669
Wei Qian *State Key Laboratory of Genetic Engineering, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China.ORCID http://orcid.org/0000-0002-6853-7926
Jieyi ChenCAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China.ORCID http://orcid.org/0000-0003-3932-1082
Lu QiaoCAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China.
Yajun YangMinistry of Education Key Laboratory of Contemporary Anthropology, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, Shanghai, China.
Jingze TanMinistry of Education Key Laboratory of Contemporary Anthropology, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, Shanghai, China.
Ziyu YuanFudan-Taizhou Institute of Health Sciences, Taizhou, China.
Qianqian PengCAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China.ORCID http://orcid.org/0000-0002-2018-5706
Yu LiuCAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China.
Nicolas NavarroBiogéosciences, UMR 6282 CNRS-EPHE, Université Bourgogne Franche-Comté, Dijon, France.ORCID http://orcid.org/0000-0001-5694-4201
Kun TangCAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China.
Andrés Ruiz-LinaresState Key Laboratory of Genetic Engineering, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China.ORCID http://orcid.org/0000-0001-8372-1011
Jiucun WangState Key Laboratory of Genetic Engineering, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China.ORCID http://orcid.org/0000-0003-2765-0620
Peter ClaesDepartment of Electrical Engineering, ESAT/PSI, KU Leuven, Leuven, Belgium.ORCID http://orcid.org/0000-0001-9489-9819
Li JinState Key Laboratory of Genetic Engineering, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China. lijin@fudan.edu.cn.ORCID http://orcid.org/0000-0001-9201-2321
Jiarui LiCAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China. lijiarui@picb.ac.cn.ORCID http://orcid.org/0000-0003-0581-5850
Sijia WangState Key Laboratory of Genetic Engineering, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China. wangsijia@picb.ac.cn.ORCID http://orcid.org/0000-0001-6961-7867
Fudan University · CNShanghai Institute of Nutrition and Health · CNCentre National de la Recherche Scientifique · FRKunming Institute of Zoology · CNUniversitair Ziekenhuis Leuven · BE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Facial morphology-a conspicuous feature of human appearance-is highly heritable. Previous studies on the genetic basis of facial morphology were performed mainly in European-ancestry cohorts (EUR). Applying a data-driven phenotyping and multivariate genome-wide scanning protocol to a large collection of three-dimensional facial images of individuals with East Asian ancestry (EAS), we identified 244 variants in 166 loci (62 new) associated with typical-range facial variation. A newly proposed polygenic shape analysis indicates that the effects of the variants on facial shape in EAS can be generalized to EUR. Based on this, we further identified 13 variants related to differences between facial shape in EUR and EAS populations. Evolutionary analyses suggest that the difference in nose shape between EUR and EAS populations is caused by a directional selection, due mainly to a local adaptation in Europeans. Our results illustrate the underlying genetic basis for facial differences across populations.

Indexed as

Genome-Wide Association StudyPolymorphism, Single NucleotideAsian PeopleFaceHumansMultifactorial Inheritance

Identifiers

PMID35393595
OpenAlexW4223540770

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.