Bone mineral density and donor age are not predictive of femoral ring allograft bone mechanical strength. Issue 10 (8th July 2014)
- Record Type:
- Journal Article
- Title:
- Bone mineral density and donor age are not predictive of femoral ring allograft bone mechanical strength. Issue 10 (8th July 2014)
- Main Title:
- Bone mineral density and donor age are not predictive of femoral ring allograft bone mechanical strength
- Authors:
- Krishnamoorthy, Bala
Bay, Brian K.
Hart, Robert A. - Abstract:
- <abstract abstract-type="main" xml:lang="en"> <title>ABSTRACT</title> <sec id="jor22679-sec-0001" sec-type="section"> <p>While metal or plastic interbody spinal fusion devices are manufactured to appropriate mechanical standards, mechanical properties of commercially prepared structural allograft bone remain relatively unassessed. Robust models predicting compressive load to failure of structural allograft bone based on easily measured variables would be useful. Three hundred twenty seven femoral rings from 34 cadaver femora were tested to failure in axial compression. Predictive variables included age, gender, bone mineral density (BMD), position along femoral shaft, maximum/minimum wall thickness, outer/inner diameter, and area. We used support vector regression and 10‐fold cross‐validation to develop robust nonlinear predictive models for load to failure. Model performance was measured by the root‐mean‐squared‐deviation (RMSD) and correlation coefficients (<italic>r</italic>). A polynomial model using all variables had RMSD = 7.92, <italic>r</italic> = 0.84, indicating excellent performance. A model using all variables except BMD was essentially unchanged (RMSD = 8.12, <italic>r</italic> = 0.83). Eliminating both age and BMD produced a model with RMSD = 8.41, <italic>r</italic> = 0.82, again essentially unchanged. Compressive strength of structural allograft bone can be estimated using easily measured geometric parameters, without including BMD or age. As DEXA is costly<abstract abstract-type="main" xml:lang="en"> <title>ABSTRACT</title> <sec id="jor22679-sec-0001" sec-type="section"> <p>While metal or plastic interbody spinal fusion devices are manufactured to appropriate mechanical standards, mechanical properties of commercially prepared structural allograft bone remain relatively unassessed. Robust models predicting compressive load to failure of structural allograft bone based on easily measured variables would be useful. Three hundred twenty seven femoral rings from 34 cadaver femora were tested to failure in axial compression. Predictive variables included age, gender, bone mineral density (BMD), position along femoral shaft, maximum/minimum wall thickness, outer/inner diameter, and area. We used support vector regression and 10‐fold cross‐validation to develop robust nonlinear predictive models for load to failure. Model performance was measured by the root‐mean‐squared‐deviation (RMSD) and correlation coefficients (<italic>r</italic>). A polynomial model using all variables had RMSD = 7.92, <italic>r</italic> = 0.84, indicating excellent performance. A model using all variables except BMD was essentially unchanged (RMSD = 8.12, <italic>r</italic> = 0.83). Eliminating both age and BMD produced a model with RMSD = 8.41, <italic>r</italic> = 0.82, again essentially unchanged. Compressive strength of structural allograft bone can be estimated using easily measured geometric parameters, without including BMD or age. As DEXA is costly and cumbersome, and setting upper age‐limits for potential donors reduces the supply, our results may prove helpful to increase the quality and availability of structural allograft. © 2014 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 32:1271–1276, 2014.</p> </sec> </abstract> … (more)
- Is Part Of:
- Journal of orthopaedic research. Volume 32:Issue 10(2014:Oct.)
- Journal:
- Journal of orthopaedic research
- Issue:
- Volume 32:Issue 10(2014:Oct.)
- Issue Display:
- Volume 32, Issue 10 (2014)
- Year:
- 2014
- Volume:
- 32
- Issue:
- 10
- Issue Sort Value:
- 2014-0032-0010-0000
- Page Start:
- 1271
- Page End:
- 1276
- Publication Date:
- 2014-07-08
- Subjects:
- Orthopedics -- Periodicals
Musculoskeletal system -- Periodicals
616.7 - Journal URLs:
- http://onlinelibrary.wiley.com/ ↗
- DOI:
- 10.1002/jor.22679 ↗
- Languages:
- English
- ISSNs:
- 0736-0266
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5027.665000
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