Evidence map›Paper›PMID 40348944›Full record

ArticleBiomechanics and modeling in mechanobiology2025

Mechanobiochemical finite element model to analyze impact-loading-induced cell damage, subsequent proteoglycan loss, and anti-oxidative treatment effects in articular cartilage.

Joonas P Kosonen, Atte S A Eskelinen, Gustavo A Orozco, Mitchell C Coleman, Jessica E Goetz, Donald D Anderson, Alan J Grodzinsky, Petri Tanska, Rami K Korhonen

Abstract read
In one paragraph

Article in Biomechanics and modeling in mechanobiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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

9 authors.

Joonas P KosonenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland. joonas.kosonen@uef.fi.ORCID http://orcid.org/0000-0001-6063-6914
Atte S A EskelinenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID https://orcid.org/0000-0003-1516-3083
Gustavo A OrozcoDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID https://orcid.org/0000-0002-1054-7937
Mitchell C ColemanDepartments of Orthopedics and Rehabilitation and Biomedical Engineering, University of Iowa, Iowa, USA.ORCID https://orcid.org/0000-0002-5116-801X
Jessica E GoetzDepartments of Orthopedics and Rehabilitation and Biomedical Engineering, University of Iowa, Iowa, USA.ORCID https://orcid.org/0000-0002-7197-5978
Donald D AndersonDepartments of Orthopedics and Rehabilitation and Biomedical Engineering, University of Iowa, Iowa, USA.ORCID https://orcid.org/0000-0002-1640-6107
Alan J GrodzinskyDepartments of Biological Engineering, Electrical Engineering and Computer Science, and Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, USA.
Petri TanskaDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID https://orcid.org/0000-0002-9684-6902
Rami K KorhonenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID https://orcid.org/0000-0002-3486-7855

Funding

Novo Nordisk Foundation (the Center for Mathematical Modeling of Knee Osteoarthritis (MathKOA)) NNF21OC0065373Päivikki and Sakari Sohlberg Foundation 240074Sigrid Juselius Foundation 240098Strategic funding of the University of Eastern Finland, Academy of Finland 354916Strategic funding of the University of Eastern Finland, Academy of Finland 363459
6 · The paper itself

Abstract

Joint trauma often leads to articular cartilage degeneration and post-traumatic osteoarthritis (PTOA). Pivotal determinants include trauma-induced excessive tissue strains that damage cartilage cells. As a downstream effect, these damaged cells can trigger cartilage degeneration via oxidative stress, cell death, and proteolytic tissue degeneration. N-acetylcysteine (NAC) has emerged as an antioxidant capable of inhibiting oxidative stress, cell death, and cartilage degeneration post-impact. However, the temporal effects of NAC are not fully understood and remain difficult to assess solely by physical experiments. Thus, we developed a computational finite element analysis framework to simulate a drop-tower impact of cartilage in Abaqus, and subsequent oxidative stress-related cell damage, and NAC treatment upon cartilage proteoglycan content in Comsol Multiphysics, based on prior ex vivo experiments. Model results provide evidence that immediate NAC treatment can reduce proteoglycan loss by mitigating oxidative stress, cell death (improved proteoglycan biosynthesis), and enzymatic proteoglycan depletion. Our simulations also indicate that delayed NAC treatment may not inhibit cartilage proteoglycan loss despite reduced cell death after impact. These results enhance understanding of the temporal effects of impact-related cell damage and treatment that are critical for the development of effective treatments for PTOA. In the future, our modeling framework could increase understanding of time-dependent mechanisms of oxidative stress and downstream effects in injured cartilage and aid in developing better treatments to mitigate PTOA progression.

Indexed as

AntioxidantsCartilage, ArticularFinite Element AnalysisModels, BiologicalProteoglycansAcetylcysteineAnimalsBiomechanical PhenomenaCell DeathChondrocytesComputer SimulationOxidative StressStress, MechanicalWeight-BearingAcetylcysteineAntioxidantsProteoglycansAnti-oxidative treatmentCell deathFinite element modelOxidative stressPost-traumatic osteoarthritisProteoglycan

Identifiers

PMID40348944
PMCPMC12246027

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.