Evidence map›Paper›PMID 42682716›Full record

ArticleFoot & ankle orthopaedics2026

Longitudinal 3D Shape and Alignment Analysis of Post-traumatic Osteoarthritis After Tibial Plafond Fractures.

Andrew C Peterson, Jordan S Langford, Jacob C Benna, Curran P Reddy, Maryam Soltanolkotabi, Donald D Anderson, Julie Agel, Conor P Kleweno, Justin M Haller, Amy L Lenz

Abstract read
In one paragraph

Article in Foot & ankle orthopaedics, 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

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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

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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

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5 · Who and what money

Authors and funding

10 authors.

Andrew C PetersonDepartment of Mechanical Engineering, University of Utah, Salt Lake City, UT, USA.
Jordan S LangfordDepartment of Mechanical Engineering, University of Utah, Salt Lake City, UT, USA.
Jacob C BennaDepartment of Orthopaedics, University of Utah, Salt Lake City, UT, USA.
Curran P ReddyDepartment of Radiology and Imaging Sciences, University of Utah, Salt Lake City, UT, USA.
Maryam SoltanolkotabiDepartment of Radiology and Imaging Sciences, University of Utah, Salt Lake City, UT, USA.
Donald D AndersonDepartment of Orthopedics and Rehabilitation, University of Iowa, Iowa City, IA, USA.ORCID https://orcid.org/0000-0002-1640-6107
Julie AgelDepartment of Orthopaedic Surgery and Sports Medicine, Harborview Medical Center, University of Washington, Seattle, WA, USA.
Conor P KlewenoDepartment of Orthopaedic Surgery and Sports Medicine, Harborview Medical Center, University of Washington, Seattle, WA, USA.
Justin M HallerDepartment of Orthopaedics, University of Utah, Salt Lake City, UT, USA.ORCID https://orcid.org/0000-0002-8269-3925
Amy L LenzDepartment of Mechanical Engineering, University of Utah, Salt Lake City, UT, USA.ORCID https://orcid.org/0000-0003-2998-0906

Funding

Classification of Ankle Osteoarthritis Severity from Weightbearing Computed Tomography Using Statistical Shape Modeling and Machine LearningK01AR080221 · NIAMS · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI Amy L. Lenz · 2022 to 2026
$707k
NIAMS NIH HHS K01 AR080221
6 · The paper itself

Abstract

Background: This study aimed to characterize longitudinal 3-dimensional morphologic, alignment, and radiographic changes of the ankle and hindfoot following surgical fixation of tibial plafond fractures and to identify structural features associated with post-traumatic osteoarthritis (PTOA) severity. Methods: Thirty-two patients with surgically treated pilon fractures from 3 institutions underwent weightbearing computed tomography (WBCT) at 6, 12, and 18 months post-operatively. At 18 months, patients were grouped into low-grade and high-grade PTOA groups. Statistical shape modeling was used to quantify morphologic and alignment variation across the tibia, fibula, talus, and calcaneus. Joint distances at the talocrural and subtalar joints were calculated using correspondence-based metrics. Radiographic parameters were automatically derived from 3-dimensional bone models using a MATLAB toolbox. Cross-sectional and longitudinal statistical differences were assessed. Results: Patients who developed high-grade PTOA demonstrated progressive flattening of the calcaneal pitch, posterior and inferior translation of the tibia and fibula, and narrowing of the central tibiotalar joint. In contrast, the low-grade group exhibited greater valgus hindfoot alignment, mild widening of the medial and posterior tibiotalar joint, and greater alignment variation over time. Radiographically, the high-grade group displayed a significant increase in tibiocalcaneal angle over time ( Conclusion: Distinct longitudinal alignment and morphologic trajectories differentiate low-grade and high-grade PTOA development following pilon fracture fixation. Preservation of coronal alignment and subtalar adaptability may provide a protective mechanism against rapid PTOA progression. These findings highlight the clinical potential of WBCT and shape-based 3-dimensional analysis for early detection of malalignment patterns associated with post-traumatic degeneration. Level of Evidence: Level III, prognostic study.

Indexed as

joint distancemorphologypilon fracturepost-traumatic osteoarthritisradiographic measurementsstatistical shape modeling

Identifiers

PMID42682716
PMCPMC13530662

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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.