Evidence map›Paper›PMID 39853736›Full record

ArticleJournal of anatomy2026

Computational simulation of cranial soft tissue expansion on the cranium during early postnatal growth in humans.

Amy Manson, Nathan Jeffery

Abstract read
In one paragraph

Article in Journal of anatomy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
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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

2 authors.

Amy MansonDepartment of Musculoskeletal & Ageing Science, Institute of Life Course & Medical Sciences (ILCaMS) and Human Anatomy Resource Centre (HARC), Education Directorate, University of Liverpool, Liverpool, UK.ORCID https://orcid.org/0000-0001-6879-3551
Nathan JefferyDepartment of Musculoskeletal & Ageing Science, Institute of Life Course & Medical Sciences (ILCaMS) and Human Anatomy Resource Centre (HARC), Education Directorate, University of Liverpool, Liverpool, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The importance of interactions between neighbouring rapidly growing tissues of the head during development is recognised, yet this competition for space remains incompletely understood. The developing structures likely interact through a variety of mechanisms, including directly genetically programmed growth, and are mediated via physiological signalling that can be triggered by structural interactions. In this study, we aimed to investigate a different but related potential mechanism, that of simple mechanical plastic deformation of neighbouring structures of the head in response to soft tissue expansion during human postnatal ontogeny. We use computational modelling and normative real-world data to evaluate the potential for mechanical deformation to predict early postnatal cranial shape changes in humans. We test some aspects of the spatial packing hypothesis applied to the growing brain and masticatory muscles, and their effects on the cranium, with a particular focus on the basicranium and face. A simple finite element model of an early postnatal human cranium, brain and masticatory muscles was created from CT and MRI. Growth of the brain and muscles was simulated using a tissue expansion material. The effect of the expanding soft tissues on the cranium was assessed using geometric morphometrics, comparing the baseline model to simulation results, and also to normative cranial shape data collected from neonatal MRI (0-4 months of age). Findings revealed that cranial shape changes present in the normative sample were consistent with cranial base flexion and were largely allometric (size-linked). Simulation of brain expansion produced broadly similar shape changes of the basicranium with most growth occurring in the cranial vault, while masticatory muscle expansion produced smaller and more widespread changes throughout the cranium. When simulated together, expansion of the masticatory muscles exerted a constraining effect on the results of brain expansion. Our findings that the simple growth simulations were able to mimic biological growth suggest that the relationship between regions of the developing head may be partly structural within the first few months of postnatal ontogeny in humans.

Indexed as

Computer SimulationSkullBrainFinite Element AnalysisHumansInfantInfant, NewbornMagnetic Resonance ImagingMaleMasticatory MusclesModels, BiologicalTomography, X-Ray Computedbraincraniumgeometric morphometricsgrowthintegrationontogenyProcrustes

Identifiers

PMID39853736
PMCPMC12779400

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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.