{"title":"A mechanically regulated computational framework for simulating infant cranial growth and craniosynostosis-associated dysmorphologies","authors":"Mahtab Vafaeefar, Conall Quinn, Ted J. Vaughan","doi":"10.1007/s10237-026-02118-x","DOIUrl":null,"url":null,"abstract":"<div><p>In early years of life, the cranium rapidly changes in size and shape to accommodate brain growth, primarily driven by mechanical stress from brain expansion. Developmental disorders such as premature fusion of sutures in craniosynostosis disrupt normal growth process, leading to abnormal cranial shapes. Thus, understanding the interplay between biomechanical forces, soft tissues, and individual bone plates is crucial for understanding their role in shaping infant cranial development. This study develops a mechanically driven growth model to simulate healthy cranial growth in the first year. The algorithm considers simultaneous and coupled growth of brain, cranial bones, sutures, with volumetric brain expansion as the primary driver, with strain-based feedback governing growth in bone and suture tissues. A bulk bone formation approach accounts for evolving mechanical properties, with elastic moduli of bone and sutures increasing monthly. The growth algorithm was applied on an idealised geometry model of a healthy cranium, then on individual fused sutures cases, and dysmorphologies due to craniosynostosis were developed. The results showed good agreement with the typical features of clinical observations. Stress at bone–suture interfaces and elevated contact pressure under fused sutures highlighted biomechanical impacts due to the disorders. Sensitivity analysis explored how material properties and growth rates affect cranial morphology in the absence of longitudinal clinical data. This framework enhances understanding of cranial growth and is potential to be further modified and validated to support treatment planning for craniosynostosis.</p></div>","PeriodicalId":489,"journal":{"name":"Biomechanics and Modeling in Mechanobiology","volume":"25 5","pages":""},"PeriodicalIF":3.0000,"publicationDate":"2026-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biomechanics and Modeling in Mechanobiology","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s10237-026-02118-x","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOPHYSICS","Score":null,"Total":0}
引用次数: 0
Abstract
In early years of life, the cranium rapidly changes in size and shape to accommodate brain growth, primarily driven by mechanical stress from brain expansion. Developmental disorders such as premature fusion of sutures in craniosynostosis disrupt normal growth process, leading to abnormal cranial shapes. Thus, understanding the interplay between biomechanical forces, soft tissues, and individual bone plates is crucial for understanding their role in shaping infant cranial development. This study develops a mechanically driven growth model to simulate healthy cranial growth in the first year. The algorithm considers simultaneous and coupled growth of brain, cranial bones, sutures, with volumetric brain expansion as the primary driver, with strain-based feedback governing growth in bone and suture tissues. A bulk bone formation approach accounts for evolving mechanical properties, with elastic moduli of bone and sutures increasing monthly. The growth algorithm was applied on an idealised geometry model of a healthy cranium, then on individual fused sutures cases, and dysmorphologies due to craniosynostosis were developed. The results showed good agreement with the typical features of clinical observations. Stress at bone–suture interfaces and elevated contact pressure under fused sutures highlighted biomechanical impacts due to the disorders. Sensitivity analysis explored how material properties and growth rates affect cranial morphology in the absence of longitudinal clinical data. This framework enhances understanding of cranial growth and is potential to be further modified and validated to support treatment planning for craniosynostosis.
期刊介绍:
Mechanics regulates biological processes at the molecular, cellular, tissue, organ, and organism levels. A goal of this journal is to promote basic and applied research that integrates the expanding knowledge-bases in the allied fields of biomechanics and mechanobiology. Approaches may be experimental, theoretical, or computational; they may address phenomena at the nano, micro, or macrolevels. Of particular interest are investigations that
(1) quantify the mechanical environment in which cells and matrix function in health, disease, or injury,
(2) identify and quantify mechanosensitive responses and their mechanisms,
(3) detail inter-relations between mechanics and biological processes such as growth, remodeling, adaptation, and repair, and
(4) report discoveries that advance therapeutic and diagnostic procedures.
Especially encouraged are analytical and computational models based on solid mechanics, fluid mechanics, or thermomechanics, and their interactions; also encouraged are reports of new experimental methods that expand measurement capabilities and new mathematical methods that facilitate analysis.