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A mechanical model for predicting the probability of osteoporotic hip fractures based in DXA measurements and finite element simulation

BACKGROUND: Osteoporotic hip fractures represent major cause of disability, loss of quality of life and even mortality among the elderly population. Decisions on drug therapy are based on the assessment of risk factors for fracture, from BMD measurements. The combination of biomechanical models with...

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Autores principales: López, Enrique, Ibarz, Elena, Herrera, Antonio, Mateo, Jesús, Lobo-Escolar, Antonio, Puértolas, Sergio, Gracia, Luis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3549900/
https://www.ncbi.nlm.nih.gov/pubmed/23151049
http://dx.doi.org/10.1186/1475-925X-11-84
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author López, Enrique
Ibarz, Elena
Herrera, Antonio
Mateo, Jesús
Lobo-Escolar, Antonio
Puértolas, Sergio
Gracia, Luis
author_facet López, Enrique
Ibarz, Elena
Herrera, Antonio
Mateo, Jesús
Lobo-Escolar, Antonio
Puértolas, Sergio
Gracia, Luis
author_sort López, Enrique
collection PubMed
description BACKGROUND: Osteoporotic hip fractures represent major cause of disability, loss of quality of life and even mortality among the elderly population. Decisions on drug therapy are based on the assessment of risk factors for fracture, from BMD measurements. The combination of biomechanical models with clinical studies could better estimate bone strength and supporting the specialists in their decision. METHODS: A model to assess the probability of fracture, based on the Damage and Fracture Mechanics has been developed, evaluating the mechanical magnitudes involved in the fracture process from clinical BMD measurements. The model is intended for simulating the degenerative process in the skeleton, with the consequent lost of bone mass and hence the decrease of its mechanical resistance which enables the fracture due to different traumatisms. Clinical studies were chosen, both in non-treatment conditions and receiving drug therapy, and fitted to specific patients according their actual BMD measures. The predictive model is applied in a FE simulation of the proximal femur. The fracture zone would be determined according loading scenario (sideway fall, impact, accidental loads, etc.), using the mechanical properties of bone obtained from the evolutionary model corresponding to the considered time. RESULTS: BMD evolution in untreated patients and in those under different treatments was analyzed. Evolutionary curves of fracture probability were obtained from the evolution of mechanical damage. The evolutionary curve of the untreated group of patients presented a marked increase of the fracture probability, while the curves of patients under drug treatment showed variable decreased risks, depending on the therapy type. CONCLUSION: The FE model allowed to obtain detailed maps of damage and fracture probability, identifying high-risk local zones at femoral neck and intertrochanteric and subtrochanteric areas, which are the typical locations of osteoporotic hip fractures. The developed model is suitable for being used in individualized cases. The model might better identify at-risk individuals in early stages of osteoporosis and might be helpful for treatment decisions.
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spelling pubmed-35499002013-01-24 A mechanical model for predicting the probability of osteoporotic hip fractures based in DXA measurements and finite element simulation López, Enrique Ibarz, Elena Herrera, Antonio Mateo, Jesús Lobo-Escolar, Antonio Puértolas, Sergio Gracia, Luis Biomed Eng Online Research BACKGROUND: Osteoporotic hip fractures represent major cause of disability, loss of quality of life and even mortality among the elderly population. Decisions on drug therapy are based on the assessment of risk factors for fracture, from BMD measurements. The combination of biomechanical models with clinical studies could better estimate bone strength and supporting the specialists in their decision. METHODS: A model to assess the probability of fracture, based on the Damage and Fracture Mechanics has been developed, evaluating the mechanical magnitudes involved in the fracture process from clinical BMD measurements. The model is intended for simulating the degenerative process in the skeleton, with the consequent lost of bone mass and hence the decrease of its mechanical resistance which enables the fracture due to different traumatisms. Clinical studies were chosen, both in non-treatment conditions and receiving drug therapy, and fitted to specific patients according their actual BMD measures. The predictive model is applied in a FE simulation of the proximal femur. The fracture zone would be determined according loading scenario (sideway fall, impact, accidental loads, etc.), using the mechanical properties of bone obtained from the evolutionary model corresponding to the considered time. RESULTS: BMD evolution in untreated patients and in those under different treatments was analyzed. Evolutionary curves of fracture probability were obtained from the evolution of mechanical damage. The evolutionary curve of the untreated group of patients presented a marked increase of the fracture probability, while the curves of patients under drug treatment showed variable decreased risks, depending on the therapy type. CONCLUSION: The FE model allowed to obtain detailed maps of damage and fracture probability, identifying high-risk local zones at femoral neck and intertrochanteric and subtrochanteric areas, which are the typical locations of osteoporotic hip fractures. The developed model is suitable for being used in individualized cases. The model might better identify at-risk individuals in early stages of osteoporosis and might be helpful for treatment decisions. BioMed Central 2012-11-14 /pmc/articles/PMC3549900/ /pubmed/23151049 http://dx.doi.org/10.1186/1475-925X-11-84 Text en Copyright ©2012 López et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
López, Enrique
Ibarz, Elena
Herrera, Antonio
Mateo, Jesús
Lobo-Escolar, Antonio
Puértolas, Sergio
Gracia, Luis
A mechanical model for predicting the probability of osteoporotic hip fractures based in DXA measurements and finite element simulation
title A mechanical model for predicting the probability of osteoporotic hip fractures based in DXA measurements and finite element simulation
title_full A mechanical model for predicting the probability of osteoporotic hip fractures based in DXA measurements and finite element simulation
title_fullStr A mechanical model for predicting the probability of osteoporotic hip fractures based in DXA measurements and finite element simulation
title_full_unstemmed A mechanical model for predicting the probability of osteoporotic hip fractures based in DXA measurements and finite element simulation
title_short A mechanical model for predicting the probability of osteoporotic hip fractures based in DXA measurements and finite element simulation
title_sort mechanical model for predicting the probability of osteoporotic hip fractures based in dxa measurements and finite element simulation
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3549900/
https://www.ncbi.nlm.nih.gov/pubmed/23151049
http://dx.doi.org/10.1186/1475-925X-11-84
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