Evidence map›Paper›PMID 41964772›Full record

ArticleMedical & biological engineering & computing2026

Methodological exploration of stress-based finite element growth modeling for long-term brace treatment evaluation in adolescent idiopathic scoliosis.

Yaolong Deng, Liang Cheng, Lianggui Dai, Jian Chen, Yaqing Zhang, Junlin Yang, Wenqing Wei

Abstract read
PubMed Publisher
In one paragraph

Article in Medical & biological engineering & computing, 2026. 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

7 authors.

Yaolong Deng *Spine Surgery Center, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Liang Cheng *School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China.
Lianggui DaiSchool of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China.
Jian ChenSpine Surgery Center, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Yaqing ZhangSpine Surgery Center, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Junlin YangSpine Surgery Center, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Wenqing WeiSchool of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China. weiwenqing526@gmail.com.ORCID http://orcid.org/0000-0002-0358-5548

Funding

Key Technologies Research and Development Program 2023YFC2507702Natural Science Foundation of China 82072519
6 · The paper itself

Abstract

To propose a stress-driven finite element growth prediction method for evaluating the long-term corrective potential of brace treatment in adolescent idiopathic scoliosis. CT data from an adolescent idiopathic scoliosis patient with Risser stage 4 were used to construct a patient-specific finite element model that included the vertebrae, intervertebral discs, posterior elements, ligaments, and ribs. Three-point corrective forces were applied under gravity and non-gravity conditions, and stress distributions were used to simulate differential vertebral growth. Model validity was confirmed by comparing simulated displacements with bending radiographs. Finite element simulations demonstrated effective in-brace correction under both gravity and non-gravity conditions, with main thoracic curve correction rates of 40.7% and 61.1%, respectively. The maximum displacement occurred at the rib corresponding to the apical vertebra, while peak normal stresses were concentrated at the T9–T10 and T10–T11 intervertebral discs, reaching 808.7 kPa under gravity and 3493.3 kPa under non-gravity conditions. Stress redistribution induced a reversal of convex–concave normal stress patterns within key thoracic and lumbar discs. Stress-driven growth simulations showed reduced vertebral wedging in most segments, with decreases in the three-dimensional height wedging index observed in the majority of vertebrae. The apical vertebra T8 showed the most pronounced improvement in coronal endplate tilt, whereas a mild increase in the global three-dimensional height wedging index was observed in several lumbar vertebrae, likely due to distal compensation and mechanical load redistribution. This study introduces a novel finite element method that emphasizes the prediction of long-term structural improvement under brace treatment. Beyond immediate correction, this approach provides a predictive biomechanical tool for individualized brace design and outcome evaluation.

Indexed as

BracesFinite Element AnalysisModels, BiologicalScoliosisStress, MechanicalAdolescentHumansSpineTomography, X-Ray ComputedAdolescent idiopathic scoliosisBraceFinite element methodSpine

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.