A Nonlinear Biomechanical Model for Prognostic Analysis of Clavicle Fractures
Abstract
Clavicle fractures often exhibit markedly different clinical outcomes: some patients recover acceptable function despite shortening or displacement, whereas others with apparently similar deformity develop persistent pain, functional loss, or poor healing. To explain this distinction, we propose a minimal nonlinear mechanical model for prognostic analysis of clavicle fractures. The model describes the interaction between fracture-related shortening and compensatory shoulder-girdle posture through a reduced equilibrium equation incorporating stiffness, geometric nonlinearity, and shortening-posture coupling. Within this framework, we analyze equilibrium branches, local stability, and the emergence of critical thresholds. We show that post-fracture destabilization can be interpreted as a fold bifurcation, while more complex parameter dependence gives rise to cusp-type structures and multistability. These bifurcation mechanisms provide a mathematical explanation for sudden deterioration after injury or treatment, as well as for strong inter-individual variability. We further introduce an optimization principle based on a utility functional to guide treatment planning. The analysis predicts that the optimal safe correction should lie strictly below the bifurcation threshold, thereby generating a natural safety margin. Although the model is simplified and has not yet been calibrated against patient data, it nevertheless provides a theoretical framework for understanding why fracture prognosis may deteriorate abruptly near critical mechanical conditions and offers a dynamical-systems interpretation of empirical treatment thresholds used in clinical practice.
02 /Specification & Classification
Click any tag to browse matching papersReproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Blood clot fracture properties are dependent on red blood cell and fibrin content
B. Fereidoonnezhad, A. Dwivedi, … P. McGarry·bioRxiv·Oct 5, 2020
- Fracture Mechanics of Human Blood Clots: Measurements of Toughness and Critical Length scales
- Ablation of Proliferating Osteoblast Lineage Cells After Fracture Leads to Atrophic Nonunion in a Mouse Model
K. R. Hixon, J. A. McKenzie, … M. J. Silva·Journal of Bone and Mineral ResearchPeer-reviewed·Nov 1, 2021
- Finite Element Modeling of the Scaphoid Shift Maneuver: Implications for Scapholunate Ligament injuries
Thor E. Andreassen, Taylor P. Trentadue, … Kristin Daigle Zhao·bioRxiv·Feb 18, 2026
- Biomechanical comparison of plate materials and designs for subcondylar fracture fixation: An in silico assessment
A. Gupta, R. Ghosh, … K. Mukherjee·bioRxiv·Aug 7, 2023
- Cement lines are stiffer and harder than bone but exhibit different mineral-mechanics relationships due to thicker and shorter mineral particles
Astrid Cantamessa, Victoria Schemenz, … Davide Ruffoni·Small StructuresPeer-reviewed·Dec 18, 2025