Evidence map›Paper›PMID 42488760›Full record

ArticleJOR spine2026

Semi-Automated μCT-Based Modeling of Vertebral Bony Endplate Microporosity and Mechanical Properties: Linking Microstructure to Inferred Mechanical Performance.

Ahmad Alminnawi, Gabriele Nasello, Katherine B Crump, Benjamin Gantenbein, Jerome Noailly, Liesbet Geris

Abstract read
In one paragraph

Article in JOR spine, 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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0citing papers in PubMed
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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

6 authors.

Ahmad AlminnawiPrometheus, Division of Skeletal Tissue Engineering KU Leuven Leuven Belgium.ORCID https://orcid.org/0000-0002-9998-3275
Gabriele NaselloPrometheus, Division of Skeletal Tissue Engineering KU Leuven Leuven Belgium.ORCID 0000-0002-0255-6200
Katherine B CrumpTissue Engineering for Orthopaedics & Mechanobiology, Bone & Joint Program, Department for BioMedical Research (DBMR), Medical Faculty University of Bern Bern Switzerland.ORCID https://orcid.org/0000-0001-5328-667X
Benjamin GantenbeinTissue Engineering for Orthopaedics & Mechanobiology, Bone & Joint Program, Department for BioMedical Research (DBMR), Medical Faculty University of Bern Bern Switzerland.ORCID https://orcid.org/0000-0002-9005-0655
Jerome NoaillyBCN MedTech, Department of Engineering Universitat Pompeu Fabra Barcelona Spain.ORCID https://orcid.org/0000-0003-3446-7621
Liesbet GerisPrometheus, Division of Skeletal Tissue Engineering KU Leuven Leuven Belgium.ORCID 0000-0002-8180-1445

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The vertebral bony endplate (BEP) plays a role in regulating both mechanical load transfer and nutrient transport to the intervertebral disc, functions strongly influenced by its microstructural porosity. Variations in porosity impact bone strength, elasticity, and solute diffusion, affecting its overall mechanical competence. Methods: A semi-automated modeling workflow was established to quantify pore geometry and connectivity of the BEP and relate them to zone-specific mechanical and transport properties using relationships previously established in the literature. Six to eight BEPs from four bovine subjects were imaged using micro-computed tomography. The central zone and two peripheral zones of each BEP were segmented, and their microstructural properties, including tortuosity, porosity, and pore radii, were quantified using the pipeline to assess BEP heterogeneity. These metrics were then used to infer the BEP's zone-dependent density, Young's modulus, compressive strength, and shear modulus. Results: The BEPs showed spatial, intra-subject, and inter-subject morphological variability, which affected their predicted mechanical and transport properties. These findings highlight the limitations of purely idealized BEP representations in silico simulations and support the incorporation of uncertainty modeling strategies that account for physiologically relevant variations in the BEP. Conclusion: This semi-automated modeling approach represents a tangible step toward more realistic in silico simulations of vertebral endplate function.

Indexed as

3D modelingCT scanintervertebral discmicrostructurepermeabilitypore diametervertebral bony endplate

Identifiers

PMID42488760
PMCPMC13389441

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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.