Evidence map›Paper›PMID 42316107›Full record

ArticleBMC oral health2026

Novel quantitative parameters for pediatric dental arch morphology in children aged 4-12 years.

Jiaqing Luo, Xiaobing Li

Abstract read
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Article in BMC oral health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Jiaqing LuoSchool of Computer Science and Engineering, University of Electronic Science and Technology of China, No. 2006, Xiyuan Ave, West Hi-Tech Zone, Chengdu, Sichuan, 611731, China.
Xiaobing LiState Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, No. 14, People's South Road, Chengdu, Sichuan, 610041, China. 909984963@qq.com.

Funding

Natural Science Foundation of Sichuan Province 25NSFSC1695
6 · The paper itself

Abstract

objectivesThis study aimed to develop novel quantitative parameters for pediatric dental arch morphology, providing a reproducible and interpretable approach for characterizing growth-related morphological patterns in children aged 4-12 years. MATERIALS AND

methods3 parameters were derived from digital dental models: Arch Curve Irregularity (ACI) quantified fine-scale alignment deviations based on differences between a spline-fitted occlusal curve and a smooth polynomial reference curve. Arch Shape Deviation (ASD) assessed large-scale arch form by comparison with population-based reference templates. Inter-Arch Shape Discrepancy (IASD) evaluated maxillary-mandibular coordination according to typical inter-arch coupling pattern. These parameters were applied to 473 digital models from children aged 4-12 years, including 274 normal occlusion and 199 malocclusion cases.

resultsAll parameters captured typical patterns of dental arch morphology while revealing substantial inter-individual variability. ACI represented the most frequently observed variation and often appeared in isolation. In contrast, isolated IASD findings were uncommon and were usually accompanied by deviations in arch shape or curvature. Combined parameter analysis revealed distinct configurations of large-scale, fine-scale, and inter-arch morphological variation that are not represented by conventional alignment-based indices. Longitudinal observations further distinguished transient alignment-related irregularities from more persistent morphological differences.

conclusionsThese novel quantitative parameters provide a reproducible and interpretable approach for assessing pediatric dental arch morphology, capturing combined and persistent deviations from typical baselines. These parameters support longitudinal observation and comparative analyses of growth-related morphological patterns, offering a foundation for future research and potential clinical assessment.

Indexed as

Dental ArchChildChild, PreschoolFemaleHumansMaleMalocclusionModels, DentalArch curve irregularityDigital dental modelsInter-arch coordinationPediatric dental arch morphologyQuantitative parameters

Identifiers

PMID42316107
PMCPMC13520520

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