Exploring cranial growth patterns from birth to adulthood for forensic research and practice

dc.contributor.authorNew, Briana T.
dc.contributor.authorStull, Kyra Elizabeth
dc.contributor.authorCorron, Louise K.
dc.contributor.authorWolfe, Christopher A.
dc.date.accessioned2026-03-06T04:40:55Z
dc.date.available2026-03-06T04:40:55Z
dc.date.issued2025-09
dc.descriptionAVAILABILITY DATA STATEMENT : The data presented in this this study are available upon request from the corresponding author (SVAD) or with permission of Drs. Richard Jantz and Kate Spradley (FDB). The data collection protocols are openly available: Amira [doi:10.5281/zenodo.5348411] and Data collection Protocol: Cranial Landmarks and Craniometrics [doi:10.5281/zenodo.6625998].
dc.description.abstractBACKGROUND : Although cranial growth has been extensively explored, forensic and biological anthropology lack a formal incorporation of how cranial growth processes impact the adult phenotype and downstream biological profile estimations. OBJECTIVES : This research uses an ontogenetic framework to identify when interlandmark distances (ILDs) stabilize during growth to reach adult levels of variation and to evaluate patterns of cranial sexual size dimorphism. METHODS : Multivariate adaptive regression splines (MARS) were conducted on standardized cranial ILDs for 595 individuals from the Subadult Virtual Anthropology Database (SVAD) and the Forensic Data Bank (FDB) aged between birth and 25 years. Cross-Validated R-squared (CVRSq) values evaluated ILD variation explained by age while knot placements identified meaningful changes in ILD growth trajectories. RESULTS : Results reveal the ages at which males and females reach craniometric maturity across splanchnocranium, neurocranium, basicranium and cross-regional ILDs. Changes in growth patterns observed here largely align with growth milestones of integrated soft tissue and skeletal structures as well as developmental milestones like puberty. CONCLUSIONS : Our findings highlight the variability in growth by sex and cranial region and move forensic anthropologists towards recognizing cranial growth as a mosaic, continuous process with overlap between subadults and adults rather than consistently approaching subadult and adult research separately.
dc.description.departmentAnatomy
dc.description.librarianam2026
dc.description.sdgSDG-03: Good health and well-being
dc.description.sponsorshipFunded by National Institute of Justice.
dc.description.urihttps://www.mdpi.com/journal/forensicsci
dc.identifier.citationNew, B.T., Stull, K.E., Corron, L.K. & Wolfe, C.A. Exploring Cranial Growth Patterns from Birth to Adulthood for Forensic Research and Practice. Forensic Sciences 2025, 5, 32: 1-36. https://doi.org/10.3390/forensicsci5030032.
dc.identifier.issn2673-6756 (online)
dc.identifier.other10.3390/forensicsci5030032
dc.identifier.other10.5281/zenodo.6625998
dc.identifier.urihttp://hdl.handle.net/2263/108787
dc.language.isoen
dc.publisherMDPI
dc.rights© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
dc.subjectOntogeny
dc.subjectCraniometric interlandmark distances
dc.subjectMultivariate adaptive regression splines (MARS)
dc.subjectForensic anthropology
dc.subjectSubadult Virtual Anthropology Database (SVAD)
dc.subjectInterlandmark distances (ILDs)
dc.subjectCranial sexual size dimorphism
dc.titleExploring cranial growth patterns from birth to adulthood for forensic research and practice
dc.typeArticle

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