Literature DB >> 26790999

Voxel size dependency, reproducibility and sensitivity of an in vivo bone loading estimation algorithm.

Patrik Christen1, Friederike A Schulte1, Alexander Zwahlen1, Bert van Rietbergen2, Stephanie Boutroy3, L Joseph Melton4, Shreyasee Amin5, Sundeep Khosla6, Jörg Goldhahn7, Ralph Müller8.   

Abstract

A bone loading estimation algorithm was previously developed that provides in vivo loading conditions required for in vivo bone remodelling simulations. The algorithm derives a bone's loading history from its microstructure as assessed by high-resolution (HR) computed tomography (CT). This reverse engineering approach showed accurate and realistic results based on micro-CT and HR-peripheral quantitative CT images. However, its voxel size dependency, reproducibility and sensitivity still need to be investigated, which is the purpose of this study. Voxel size dependency was tested on cadaveric distal radii with micro-CT images scanned at 25 µm and downscaled to 50, 61, 75, 82, 100, 125 and 150 µm. Reproducibility was calculated with repeated in vitro as well as in vivo HR-pQCT measurements at 82 µm. Sensitivity was defined using HR-pQCT images from women with fracture versus non-fracture, and low versus high bone volume fraction, expecting similar and different loading histories, respectively. Our results indicate that the algorithm is voxel size independent within an average (maximum) error of 8.2% (32.9%) at 61 µm, but that the dependency increases considerably at voxel sizes bigger than 82 µm. In vitro and in vivo reproducibility are up to 4.5% and 10.2%, respectively, which is comparable to other in vitro studies and slightly higher than in other in vivo studies. Subjects with different bone volume fraction were clearly distinguished but not subjects with and without fracture. This is in agreement with bone adapting to customary loading but not to fall loads. We conclude that the in vivo bone loading estimation algorithm provides reproducible, sensitive and fairly voxel size independent results at up to 82 µm, but that smaller voxel sizes would be advantageous.
© 2016 The Author(s).

Entities:  

Keywords:  HR-pQCT; bone loading estimation; human distal radius; reproducibility; sensitivity; voxel size dependency

Mesh:

Year:  2016        PMID: 26790999      PMCID: PMC4759804          DOI: 10.1098/rsif.2015.0991

Source DB:  PubMed          Journal:  J R Soc Interface        ISSN: 1742-5662            Impact factor:   4.118


  37 in total

1.  Effects of mechanical forces on maintenance and adaptation of form in trabecular bone.

Authors:  R Huiskes; R Ruimerman; G H van Lenthe; J D Janssen
Journal:  Nature       Date:  2000-06-08       Impact factor: 49.962

2.  Trabecular surface remodeling simulation for cancellous bone using microstructural voxel finite element models.

Authors:  T Adachi; K Tsubota; Y Tomita; S J Hollister
Journal:  J Biomech Eng       Date:  2001-10       Impact factor: 2.097

3.  Estimation of distal radius failure load with micro-finite element analysis models based on three-dimensional peripheral quantitative computed tomography images.

Authors:  W Pistoia; B van Rietbergen; E-M Lochmüller; C A Lill; F Eckstein; P Rüegsegger
Journal:  Bone       Date:  2002-06       Impact factor: 4.398

4.  Long-term predictions of the therapeutic equivalence of daily and less than daily alendronate dosing.

Authors:  C J Hernandez; G S Beaupré; R Marcus; D R Carter
Journal:  J Bone Miner Res       Date:  2002-09       Impact factor: 6.741

5.  A theoretical framework for strain-related trabecular bone maintenance and adaptation.

Authors:  R Ruimerman; P Hilbers; B van Rietbergen; R Huiskes
Journal:  J Biomech       Date:  2005-04       Impact factor: 2.712

6.  An approach for time-dependent bone modeling and remodeling-application: a preliminary remodeling simulation.

Authors:  G S Beaupré; T E Orr; D R Carter
Journal:  J Orthop Res       Date:  1990-09       Impact factor: 3.494

7.  Resolution dependency of microstructural properties of cancellous bone based on three-dimensional mu-tomography.

Authors:  R Müller; B Koller; T Hildebrand; A Laib; S Gianolini; P Rüegsegger
Journal:  Technol Health Care       Date:  1996-04       Impact factor: 1.285

8.  Compartmental bone morphometry in the mouse femur: reproducibility and resolution dependence of microtomographic measurements.

Authors:  T Kohler; M Beyeler; D Webster; R Müller
Journal:  Calcif Tissue Int       Date:  2005-11-04       Impact factor: 4.333

9.  A simulation model at trabecular level to predict effects of antiresorptive treatment after menopause.

Authors:  J C van der Linden; J A N Verhaar; H A P Pols; H Weinans
Journal:  Calcif Tissue Int       Date:  2003-09-29       Impact factor: 4.333

10.  Long-term prediction of three-dimensional bone architecture in simulations of pre-, peri- and post-menopausal microstructural bone remodeling.

Authors:  Ralph Müller
Journal:  Osteoporos Int       Date:  2004-08-31       Impact factor: 4.507

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  6 in total

Review 1.  In vivo Visualisation and Quantification of Bone Resorption and Bone Formation from Time-Lapse Imaging.

Authors:  Patrik Christen; Ralph Müller
Journal:  Curr Osteoporos Rep       Date:  2017-08       Impact factor: 5.096

2.  Micro-computed tomography characterization of tissue engineering scaffolds: effects of pixel size and rotation step.

Authors:  Ibrahim Fatih Cengiz; Joaquim Miguel Oliveira; Rui L Reis
Journal:  J Mater Sci Mater Med       Date:  2017-07-18       Impact factor: 3.896

3.  Cortical and trabecular bone structure of the hominoid capitate.

Authors:  Emma E Bird; Tracy L Kivell; Matthew M Skinner
Journal:  J Anat       Date:  2021-05-04       Impact factor: 2.610

4.  Plausibility and parameter sensitivity of micro-finite element-based joint load prediction at the proximal femur.

Authors:  Alexander Synek; Dieter H Pahr
Journal:  Biomech Model Mechanobiol       Date:  2017-12-30

5.  Inverse remodelling algorithm identifies habitual manual activities of primates based on metacarpal bone architecture.

Authors:  Alexander Synek; Christopher J Dunmore; Tracy L Kivell; Matthew M Skinner; Dieter H Pahr
Journal:  Biomech Model Mechanobiol       Date:  2018-11-09

6.  Bone Mechanoregulation Allows Subject-Specific Load Estimation Based on Time-Lapsed Micro-CT and HR-pQCT in Vivo.

Authors:  Matthias Walle; Francisco C Marques; Nicholas Ohs; Michael Blauth; Ralph Müller; Caitlyn J Collins
Journal:  Front Bioeng Biotechnol       Date:  2021-06-25
  6 in total

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