Evidence map›Paper›PMID 42113269›Full record

ArticleEuropean journal of orthopaedic surgery & traumatology : orthopedie traumatologie2026

Mechanical validation of 3D-printed orthopaedic surrogate models for screw insertion training.

Austin Thomassen, Benjamin Lee, Mason Granger, Patrick Massey, Brad Chauvin, Francesco Addevico, Giovanni Solitro

Abstract readValidation Study
In one paragraph

Article in European journal of orthopaedic surgery & traumatology : orthopedie traumatologie, 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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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Austin ThomassenDepartment of Orthopaedic Surgery, Louisiana State University Health Shreveport, Shreveport, USA.
Benjamin LeeDepartment of Orthopaedic Surgery, Louisiana State University Health Shreveport, Shreveport, USA.
Mason GrangerDepartment of Orthopaedic Surgery, Louisiana State University Health Shreveport, Shreveport, USA.
Patrick MasseyDepartment of Orthopaedic Surgery, Louisiana State University Health Shreveport, Shreveport, USA.
Brad ChauvinDepartment of Orthopaedic Surgery, Louisiana State University Health Shreveport, Shreveport, USA.
Francesco AddevicoOspedale Niguarda Ca' Granda, Milan, Italy.
Giovanni SolitroDepartment of Orthopaedic Surgery, Louisiana State University Health Shreveport, Shreveport, USA. giovanni.solitro@lsuhs.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundScrew stripping is a common complication in orthopaedic surgery that can compromise fixation stability. This study evaluates the relationship between stripping torque (ST) and infill density in 3D-printed bone surrogates, establishes a conversion factor between surrogates and ASTM F-1839-08 foam, and tests the hypothesis that screw insertion angle up to 45 °C does not affect ST.

methodsPLA surrogates with 3D Honeycomb or Gyroid infill patterns were printed at densities ranging from 5 to 27%. These samples were used for screw insertion at angles of 0°, 15°, 30°, and 45°. Partially threaded compression screws were manually inserted while continuously recording torque, performing three repetitions for each configuration (N = 3). The maximum torque value was defined as the peak value (ST). Mean values were analyzed using linear regression to evaluate the correlation between density and ST, while multivariable linear regression was used to assess the influence of screw insertion angle.

results3D Honeycomb ST ranged from 0.23 Nm ± 0.02 (5%) to 3.89 Nm ± 0.14 (27%), and from 0.32 Nm ± 0.06 to 3.68 Nm ± 0.46 for Gyroid. Both patterns showed strong linear correlations between density and ST (R

conclusion3D-printed surrogates with 3D Honeycomb or Gyroid infills at up to 27% density, for insertion inclinations up to 45 degrees exhibit predictable, density-dependent mechanical behavior comparable to ASTM polyurethane foams supporting their use for screw insertion training. Screw insertion angles up to 45° have minimal effect on ST, potentially simplifying surrogate manufacturing. CLINICAL RELEVANCE: These findings support the use of 3D printed surrogates across diverse training scenarios, including those with uncertain screw insertion angles, and highlight their potential to simulate diverse bone densities and pathologies, offering a more realistic and versatile solution than traditional foams. Their predictable mechanical behavior offers a safe, standardized, and accessible training method for orthopaedic residents, with potential to reduce screw stripping and fixation failure in patients.

Indexed as

Bone ScrewsOrthopedic ProceduresOrthopedicsPrinting, Three-DimensionalHumansTorquescrewsstrippingsurrogatestorquetraining

Identifiers

PMID42113269
PMCPMC13161287

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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.