In Pursuit of Quantifying Patient Knee Contact Mechanics: Finite Element Model Validation of Cadaveric Knees in Axially Loaded MRI Scans

Our long-term objective is to quantify patient-specific changes in contact mechanics after partial meniscectomy (PM) using knee-specific finite element (FE) models created from clinical MR scans under axial load. Before creating patient-specific models, a validation of our workflow and processes is required. The objective of this study was to validate knee-specific FE models of tibiofemoral joint contact mechanics by comparison to direct measurements of contact by electronic pressure sensors. We hypothesized that knee-specific FE model data would fall within direct measurements of the contact area and pressure values from sensors, but that detected differences in outcomes would be smaller than differences reported after PM. The workflow consisted of performing MRIs on five cadaveric knees using a patient-based loading system adapted to cadaveric knees where loaded and unloaded scans were acquired with and without a sensor in place, segmenting images to develop FE models, running those models with statistical approaches to model material property variation and comparing the model outputs to the outputs quantified physically by sensors. Overall, 53% of outcomes (32/60) from the FE models fell within the ranges of those directly measured. Of the values that fell outside, differences were lower than those identified from a literature review of the mechanical effects of partial meniscectomies, especially when meniscectomies were 30% or 60% of the meniscus volume. FE models developed using this workflow may be helpful in assessing or anticipating changes in joint force redistribution following partial meniscectomies in patients.

Authors

Institutions

Publication Details

Journal
Journal of Orthopaedic Research®
Published
2025-03-24
DOI
https://doi.org/10.1002/jor.26077
Citations
1
Primary Topic
Knee injuries and reconstruction techniques
Type
article
Field-Weighted Citation Impact
2.01

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

In Pursuit of Quantifying Patient Knee Contact Mechanics: Finite Element Model Validation of Cadaveric Knees in Axially Loaded MRI Scans

Maaike de Vries, Kathryn Colone, Brett D. Steineman, Amanda Wach et al.
1 citations
Journal of Orthopaedic Research®
Knee injuries and reconstruction techniques
2.01
article

In Pursuit of Quantifying Patient Knee Contact Mechanics: Finite Element Model Validation of Cadaveric Knees in Axially Loaded MRI Scans

Maaike de Vries, Kathryn Colone, Brett D. Steineman, Amanda Wach, Erin C. Argentieri, Erin R. Leatherman, Scott Alan Rodeo, Matthew F. Koff, L. F. Pender, Amy L. Lerner, Kalle Chastain, M. Lang, Suzanne A. Maher, Sean C. Letendre, Joshua Leadem
article en
1 citations

Abstract

Our long-term objective is to quantify patient-specific changes in contact mechanics after partial meniscectomy (PM) using knee-specific finite element (FE) models created from clinical MR scans under axial load. Before creating patient-specific models, a validation of our workflow and processes is required. The objective of this study was to validate knee-specific FE models of tibiofemoral joint contact mechanics by comparison to direct measurements of contact by electronic pressure sensors. We hypothesized that knee-specific FE model data would fall within direct measurements of the contact area and pressure values from sensors, but that detected differences in outcomes would be smaller than differences reported after PM. The workflow consisted of performing MRIs on five cadaveric knees using a patient-based loading system adapted to cadaveric knees where loaded and unloaded scans were acquired with and without a sensor in place, segmenting images to develop FE models, running those models with statistical approaches to model material property variation and comparing the model outputs to the outputs quantified physically by sensors. Overall, 53% of outcomes (32/60) from the FE models fell within the ranges of those directly measured. Of the values that fell outside, differences were lower than those identified from a literature review of the mechanical effects of partial meniscectomies, especially when meniscectomies were 30% or 60% of the meniscus volume. FE models developed using this workflow may be helpful in assessing or anticipating changes in joint force redistribution following partial meniscectomies in patients.

Journal of Orthopaedic Research®Vol. 43(6)
Hospital for Special Surgery (US), Kenyon College (US), University of Rochester (US)
National Institute of Arthritis and Musculoskeletal and Skin Diseases
Openalex Percentile: Top 18%
Knee injuries and reconstruction techniques
2.01
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.