Evidence map›Paper›PMID 42458460›Full record

ArticleBiomedical engineering online2026

Computational mechanobiological model combining epiphyseal, apophyseal, and appositional growth and inner bone remodeling of the juvenile femur.

Andreas Lipphaus, Ralf-Bodo Tröbs, Matthias Klimek, Sascha Selkmann, Ulrich Witzel

Abstract read
In one paragraph

Article in Biomedical engineering online, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Andreas LipphausBiomedical Engineering Lab, Ruhr University Bochum, Bochum, Germany. andreas.lipphaus@rub.de.ORCID https://orcid.org/0000-0002-4428-4848
Ralf-Bodo TröbsDepartment of General-, Visceral- and Pediatric Surgery, St. Vinzenz Krankenhaus Paderborn, Paderborn, Germany.
Matthias KlimekBiomedical Engineering Lab, Ruhr University Bochum, Bochum, Germany.
Sascha SelkmannBiomedical Engineering Lab, Ruhr University Bochum, Bochum, Germany.
Ulrich WitzelBiomedical Engineering Lab, Ruhr University Bochum, Bochum, Germany.

Funding

Deutsche Forschungsgemeinschaft 445465815
6 · The paper itself

Abstract

In silico models for simulating bone growth based on mechanical or non-mechanical epigenetic factors are widely used. In this study, a well-known mechanobiological model, which states that octahedral shear stress accelerates longitudinal bone growth and hydrostatic stress retards it, is applied to a finite element model of the femur of an 8-year-old boy. Proximal and distal epiphyseal plates as well as the growth plate of the greater trochanter, cartilaginous growth at the femoral isthmus, and appositional bone growth are included in the model. Furthermore, changes in the density of the cancellous bone in the metaphyses are modeled based on Wolff's law using compressive stresses as the mechanical stimulus. Muscle forces during a dynamic gait cycle were determined for nine discrete loading cases by optimizing to minimize bending stress. The highest stresses in the femoral shaft were determined as medial compressive stresses with a maximum of -33.2 MPa. Highest internal axial load in the shaft was 985 N during loading response. The simulated bone growth resulted in an increase in femur length of 23.7 mm and a decrease in femoral neck angle by -1.4°, anteversion angle by -2.4°, and lateral distal femur angle by -1.6° per year. Growth of the apophysis of the greater trochanter resulted in an unchanged articulo-trochanteric distance. The bone remodeling led to an increase in bone density, particularly in the medial proximal metaphysis. The consideration of different growth mechanisms allowed a comprehensive simulation of femoral growth with high agreement with anthropometric data. Possible applications are the simulation of the correction of deformities.

Indexed as

Bone RemodelingComputer SimulationEpiphysesFemurGrowth PlateMechanical PhenomenaModels, BiologicalBiomechanical PhenomenaChildFinite Element AnalysisHumansMaleStress, MechanicalBiomechanicsBone growthEndochondral ossificationFemoral neck isthmusFinite elementGrowth plateIn silico modelingPediatric orthopedics

Identifiers

PMID42458460
PMCPMC13374303

What Socratic holds

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LicenceCC BY
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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 Socratic graph.