Evidence map›Paper›PMID 39868299›Full record

ArticlebioRxiv : the preprint server for biology2025

Gene expression patterns of the developing human face at single cell resolution reveal cell type contributions to normal facial variation and disease risk.

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

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. 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

8 authors.

Nagham Khouri-FarahGraduate Program in Genetics and Developmental Biology, UConn Health.ORCID 0000-0002-9849-8905
Emma Wentworth WinchesterGraduate Program in Genetics and Developmental Biology, UConn Health.ORCID 0000-0003-2695-7938
Brian M SchilderDepartment of Brain Sciences, Faculty of Medicine, Imperial College London, London, W12 0BZ, UK.ORCID 0000-0001-5949-2191
Kelsey RobinsonDepartment of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322, USA.
Sarah W CurtisDepartment of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322, USA.
Nathan G SkeneDepartment of Brain Sciences, Faculty of Medicine, Imperial College London, London, W12 0BZ, UK.ORCID 0000-0002-6807-3180
Elizabeth J Leslie-ClarksonDepartment of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322, USA.ORCID 0000-0002-5735-1712
Justin CotneyDepartment of Surgery, Children's Hospital of Philadelphia, Philadelphia, PA.ORCID 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
Sequence-based discovery of risk and modifier variants for orofacial cleftsR03DE027103 · NIDCR · EMORY UNIVERSITY · PI LESLIE-CLARKSON, ELIZABETH JANE · 2018 to 2019
$312k
Uncovering Caries Risk in the Noncoding Genome of the Developing ToothF30DE031149 · NIDCR · UNIVERSITY OF CONNECTICUT SCH OF MED/DNT · PI WINCHESTER, EMMA WENTWORTH · 2021 to 2023
$139k
NIDCR NIH HHS F30 DE031149NIDCR NIH HHS R01 DE028945NIDCR NIH HHS R01 DE030342NIDCR NIH HHS R03 DE027103NIDCR NIH HHS R03 DE028588NIGMS NIH HHS R35 GM119465
6 · The paper itself

Abstract

Craniofacial development gives rise to the complex structures of the face and involves the interplay of diverse cell types. Despite its importance, our understanding of human-specific craniofacial developmental mechanisms and their genetic underpinnings remains limited. Here, we present a comprehensive single-nucleus RNA sequencing (snRNA-seq) atlas of human craniofacial development from craniofacial tissues of 24 embryos that span six key time points during the embryonic period (4-8 post-conception weeks). This resource resolves the transcriptional dynamics of seven major cell types and uncovers distinct major cell types, including muscle progenitors and cranial neural crest cells (CNCCs), as well as dozens of subtypes of ectoderm and mesenchyme. Comparative analyses reveal substantial conservation of major cell types, alongside human biased differences in gene expression programs. CNCCs, which play a crucial role in craniofacial morphogenesis, exhibit the lowest marker gene conservation, underscoring their evolutionary plasticity. Spatial transcriptomics further localizes cell populations, providing a detailed view of their developmental roles and anatomical context. We also link these developmental processes to genetic variation, identifying cell type-specific enrichments for common variants associated with facial morphology and rare variants linked to orofacial clefts. Intriguingly, Neanderthal-introgressed sequences are enriched near genes with biased expression in cartilage and specialized ectodermal subtypes, suggesting their contribution to modern human craniofacial features. This atlas offers unprecedented insights into the cellular and genetic mechanisms shaping the human face, highlighting conserved and distinctly human aspects of craniofacial biology. Our findings illuminate the developmental origins of craniofacial disorders, the genetic basis of facial variation, and the evolutionary legacy of ancient hominins. This work provides a foundational resource for exploring craniofacial biology, with implications for developmental genetics, evolutionary biology, and clinical research into congenital anomalies.

Identifiers

PMID39868299
PMCPMC11761091

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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.