Evidence map›Paper›PMID 42786296›Full record

ArticleNature genetics2026

Atlas of cell types and regulatory elements underlying human facial diversity.

Alek G Erickson, Yaakov Gershtein, Rozalina Galimullina, Felix Waern, Tonyak Riba, Markéta Kaiser, Daniela Schnyder, Lei Li, Nikita Vaulin, Saga Samuelsson and 24 more

Abstract read
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Article in Nature genetics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

34 authors.

Alek G Erickson *Department of Molecular Biosciences, Wenner-Gren Institute, Stockholm University, Stockholm, Sweden. alek.erickson@su.se.ORCID http://orcid.org/0000-0001-7110-9386
Yaakov Gershtein *Department of Neuroimmunology, Center for Brain Research, Medical University of Vienna, Vienna, Austria.
Rozalina Galimullina *Department of Neuroimmunology, Center for Brain Research, Medical University of Vienna, Vienna, Austria.ORCID http://orcid.org/0009-0007-9937-3622
Felix WaernDepartment of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden.ORCID http://orcid.org/0009-0004-9628-4868
Tonyak RibaDepartment of Molecular Biosciences, Wenner-Gren Institute, Stockholm University, Stockholm, Sweden.
Markéta KaiserCentral European Institute of Technology, Brno University of Technology, Brno, Czech Republic.ORCID http://orcid.org/0000-0002-5200-7365
Daniela SchnyderDepartment of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden.ORCID http://orcid.org/0000-0002-9594-3823
Lei LiDepartment of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden.
Nikita VaulinDepartment of Neuroimmunology, Center for Brain Research, Medical University of Vienna, Vienna, Austria.ORCID http://orcid.org/0009-0002-3570-4385
Saga SamuelssonDepartment of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden.
Aliia MurtazinaDepartment of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden.
Sergey IsaevDepartment of Neuroimmunology, Center for Brain Research, Medical University of Vienna, Vienna, Austria.ORCID http://orcid.org/0000-0002-0404-9261
Thibault BouderliqueDepartment of Neuroimmunology, Center for Brain Research, Medical University of Vienna, Vienna, Austria.ORCID http://orcid.org/0000-0002-3926-990X
Viktoria ParobkovaCentral European Institute of Technology, Brno University of Technology, Brno, Czech Republic.ORCID http://orcid.org/0009-0004-7996-8328
Hugo ZebergDepartment of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden.ORCID http://orcid.org/0000-0001-7118-1249
Tomáš ZikmundCentral European Institute of Technology, Brno University of Technology, Brno, Czech Republic.ORCID http://orcid.org/0000-0003-2948-5198
Jozef KaiserCentral European Institute of Technology, Brno University of Technology, Brno, Czech Republic.ORCID http://orcid.org/0000-0002-7397-125X
Kaj FriedDepartment of Neuroscience, Karolinska Institutet, Stockholm, Sweden.ORCID http://orcid.org/0000-0002-9997-7078
Elena I ShagimardanovaInstitute of Fundamental Medicine and Biology, Kazan Federal University, Kazan, Russia.
Leyla ShigapovaInstitute of Fundamental Medicine and Biology, Kazan Federal University, Kazan, Russia.ORCID http://orcid.org/0000-0001-6292-6560
Guzel R GazizovaInstitute of Fundamental Medicine and Biology, Kazan Federal University, Kazan, Russia.
Ivan V RevaInstitute of Fundamental Medicine and Biology, Kazan Federal University, Kazan, Russia.
Ruslan DeviatiiarovInstitute of Fundamental Medicine and Biology, Kazan Federal University, Kazan, Russia.ORCID http://orcid.org/0000-0003-0019-2076
Kateřina VymazalováResearch Group of Medical Anthropology and Clinical Anatomy, Department of Anatomy, Faculty of Medicine, Masaryk University, Brno, Czech Republic.ORCID http://orcid.org/0000-0001-5613-0777
Seppe GoovaertsDepartment of Human Genetics, KU Leuven, Leuven, Belgium.ORCID http://orcid.org/0000-0001-5176-8552
Yuk Kit LorDivision of Molecular Neurobiology, Department of Molecular Biology and Biochemistry, Karolinska Institute, Stockholm, Sweden.
Gonçalo Castelo-BrancoDivision of Molecular Neurobiology, Department of Molecular Biology and Biochemistry, Karolinska Institute, Stockholm, Sweden.ORCID http://orcid.org/0000-0003-2247-9393
Peter ClaesDepartment of Human Genetics, KU Leuven, Leuven, Belgium.ORCID http://orcid.org/0000-0001-9489-9819
Xiaofei LiDepartment of Neurobiology, Care Sciences and Society, Karolinska Institutet, Solna, Sweden.ORCID http://orcid.org/0000-0002-9991-7534
Oleg GusevInstitute of Fundamental Medicine and Biology, Kazan Federal University, Kazan, Russia.ORCID http://orcid.org/0000-0002-6203-9758
Andrei S ChaginDepartment of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden.ORCID http://orcid.org/0000-0002-2696-5850
Erik SundströmDepartment of Neurobiology, Care Sciences and Society, Karolinska Institutet, Solna, Sweden.ORCID http://orcid.org/0000-0003-2931-8015
Peter V KharchenkoAltos Labs, San Diego Institute of Science, San Diego, CA, USA.ORCID http://orcid.org/0000-0002-6036-5875
Igor AdameykoDepartment of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden. igor.adameyko@meduniwien.ac.at.ORCID http://orcid.org/0000-0001-5471-0356

Funding

U.S. Department of Health & Human Services | NIH | National Institute of Dental and Craniofacial Research (NIDCR) 1F32DE029662Vetenskapsrådet (Swedish Research Council) 2023-02394Vetenskapsrådet (Swedish Research Council) 2024-03554
6 · The paper itself

Abstract

Human genetic diversity generates an astonishing variety of facial shapes, and craniofacial anomalies rank among the most common birth defects. Identifying the cellular mechanisms that mediate the genome's influence on facial variation remains a challenge. Here we created a multimodal facial atlas across embryonic weeks 6-11, providing single-cell transcriptomics, chromatin accessibility and spatial transcriptomics, all at single-cell resolution. We characterized 56 cell states, mapping mesenchymal subtypes and their gene-enhancer cis-regulatory landscapes in space and time. Gene expression associations with facial traits were strongest in early mesenchymal progenitor cells, gradually becoming more region restricted. Autocorrelation analysis revealed patterning genes that define spatial neighborhoods of mesenchyme, potentially explaining trait specificity of their nearby variants. Enhancers of key pathology-related genes were found to be likely vehicles for generating facial variation in modern human populations. One such enhancer, linked to PAX1 expression, appears to be important for normal skeletal development in mice. Finally, facial effects inferred from the genome-wide association study, cell signaling interaction analysis and validation in mice revealed that peripheral nerves fine-tune maxilla shape during embryonic development. Together, these data offer new insights into the mechanisms underlying human phenotypic individuality and yield a multimodal atlas useful for studying craniofacial development and abnormalities.

Indexed as

FaceRegulatory Sequences, Nucleic AcidAnimalsEnhancer Elements, GeneticFemaleGene Expression Regulation, DevelopmentalGenome-Wide Association StudyHumansMesenchymal Stem CellsMiceSingle-Cell AnalysisSingle-Cell Gene Expression Analysis

Identifiers

What Socratic 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 Socratic graph.