Evidence map›Paper›PMID 41803119›Full record

ArticleNature communications2026

Gene expression dynamics of human and mouse craniofacial development at the single-cell level.

Nagham Khouri-Farah, Alexandra Manchel, Emma Wentworth Winchester, Brian M Schilder, Kelsey Robinson, Sarah W Curtis, Nathan G Skene, Elizabeth J Leslie-Clarkson, Justin Cotney

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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

9 authors.

Nagham Khouri-Farah *Graduate Program in Genetics and Developmental Biology, UConn Health, Farmington, CT, USA.ORCID http://orcid.org/0000-0002-9849-8905
Alexandra Manchel *Department of Surgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA.ORCID http://orcid.org/0000-0001-6946-3829
Emma Wentworth WinchesterGraduate Program in Genetics and Developmental Biology, UConn Health, Farmington, CT, USA.
Brian M SchilderDepartment of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK.ORCID http://orcid.org/0000-0001-5949-2191
Kelsey RobinsonDepartment of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA.
Sarah W CurtisDepartment of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA.
Nathan G SkeneDepartment of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK.ORCID http://orcid.org/0000-0002-6807-3180
Elizabeth J Leslie-ClarksonDepartment of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA.ORCID http://orcid.org/0000-0002-5735-1712
Justin CotneyDepartment of Surgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA. cotneyj@chop.edu.ORCID http://orcid.org/0000-0001-8230-2157

Funding

Unraveling mechanisms of genome regulation to understand and improvehuman healthR35GM119465 · NIGMS · UNIVERSITY OF CONNECTICUT SCH OF MED/DNT · PI COTNEY, JUSTIN LEE · 2016 to 2025
$3.9M
Genomics of Cleft PalateR01DE030342 · NIDCR · EMORY UNIVERSITY · PI ELIZABETH JANE LESLIE-CLARKSON · 2021 to 2026
$3.5M
Functional characterization of craniofacial enhancers at single cell and single base pair resolutionR01DE028945 · NIDCR · UNIVERSITY OF CONNECTICUT SCH OF MED/DNT · PI COTNEY, JUSTIN LEE · 2019 to 2023
$1.9M
Integrated multi-omics analyses of early mammalian craniofacial developmentR03DE028588 · NIDCR · UNIVERSITY OF CONNECTICUT SCH OF MED/DNT · PI COTNEY, JUSTIN LEE · 2020 to 2021
$328k
NIDCR NIH HHS R01 DE028945NIDCR NIH HHS R01 DE030342NIDCR NIH HHS R03 DE028588NIGMS NIH HHS R35 GM119465U.S. Department of Health & Human Services | NIH | National Institute of Dental and Craniofacial Research (NIDCR) 1R01DE028945U.S. Department of Health & Human Services | NIH | National Institute of Dental and Craniofacial Research (NIDCR) 1R03DE028588U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS) 5R35GM119465
6 · The paper itself

Abstract

Craniofacial development is a complex process that involves the specification of diverse and transient cell types. However, our understanding of these processes and the cell-types present during human craniofacial developmental remains limited. We address this gap in knowledge through single-nucleus RNA sequencing of human craniofacial development spanning 4 to 8 post-conception weeks. This resource identifies multiple subtypes of mesenchyme, epithelium, and cranial neural crest, among other functionally distinct cell types. Extensive comparisons to single-nucleus gene expression and spatial transcriptomics of comparable mouse developmental stages reveal functional conservation of most cell types and identification of anatomically distinct cell subtypes. We find distinct contributions of cellular subtypes to normal facial morphology and common risk factors for orofacial clefts. Additionally, we find specific ectodermal and epithelial subtypes whose gene expression networks are most significantly affected by rare de novo protein-altering variants from orofacial cleft patients. Together our data provide an extensive resource for understanding human craniofacial development at the cellular level.

Indexed as

Gene Expression Regulation, DevelopmentalSkullAnimalsCleft LipCleft PalateEctodermHumansMesodermMiceNeural CrestSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisSpatial Transcriptomics

Identifiers

PMID41803119
PMCPMC13102946

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.