Literature DB >> 27175044

In Vivo Precision of Digital Topological Skeletonization Based Individual Trabecula Segmentation (ITS) Analysis of Trabecular Microstructure at the Distal Radius and Tibia by HR-pQCT.

Bin Zhou1, Zhendong Zhang2, Ji Wang1, Y Eric Yu1, Xiaowei Sherry Liu3, Kyle K Nishiyama4, Mishaela R Rubin4, Elizabeth Shane4, John P Bilezikian4, X Edward Guo1.   

Abstract

Trabecular plate and rod microstructure plays a dominant role in the apparent mechanical properties of trabecular bone. With high-resolution computed tomography (CT) images, digital topological analysis (DTA) including skeletonization and topological classification was applied to transform the trabecular three-dimensional (3D) network into surface and curve skeletons. Using the DTA-based topological analysis and a new reconstruction/recovery scheme, individual trabecula segmentation (ITS) was developed to segment individual trabecular plates and rods and quantify the trabecular plate- and rod-related morphological parameters. High-resolution peripheral quantitative computed tomography (HR-pQCT) is an emerging in vivo imaging technique to visualize 3D bone microstructure. Based on HR-pQCT images, ITS was applied to various HR-pQCT datasets to examine trabecular plate- and rod-related microstructure and has demonstrated great potential in cross-sectional and longitudinal clinical applications. However, the reproducibility of ITS has not been fully determined. The aim of the current study is to quantify the precision errors of ITS plate-rod microstructural parameters. In addition, we utilized three different frequently used contour techniques to separate trabecular and cortical bone and to evaluate their effect on ITS measurements. Overall, good reproducibility was found for the standard HR-pQCT parameters with precision errors for volumetric BMD and bone size between 0.2%-2.0%, and trabecular bone microstructure between 4.9%-6.7% at the radius and tibia. High reproducibility was also achieved for ITS measurements using all three different contour techniques. For example, using automatic contour technology, low precision errors were found for plate and rod trabecular number (pTb.N, rTb.N, 0.9% and 3.6%), plate and rod trabecular thickness (pTb.Th, rTb.Th, 0.6% and 1.7%), plate trabecular surface (pTb.S, 3.4%), rod trabecular length (rTb.ℓ, 0.8%), and plate-plate junction density (P-P Junc.D, 2.3%) at the tibia. The precision errors at the radius were similar to those at the tibia. In addition, precision errors were affected by the contour technique. At the tibia, precision error by the manual contour method was significantly different from automatic and standard contour methods for pTb.N, rTb.N and rTb.Th. Precision error using the manual contour method was also significantly different from the standard contour method for rod trabecular number (rTb.N), rod trabecular thickness (rTb.Th), rod-rod and plate-rod junction densities (R-R Junc.D and P-R Junc.D) at the tibia. At the radius, the precision error was similar between the three different contour methods. Image quality was also found to significantly affect the ITS reproducibility. We concluded that ITS parameters are highly reproducible, giving assurance that future cross-sectional and longitudinal clinical HR-pQCT studies are feasible in the context of limited sample sizes.

Entities:  

Keywords:  HR-pQCT; Individual trabecular segmentation (ITS); osteoporosis; precision error; trabecular microstructure

Year:  2015        PMID: 27175044      PMCID: PMC4860735          DOI: 10.1016/j.patrec.2015.03.012

Source DB:  PubMed          Journal:  Pattern Recognit Lett        ISSN: 0167-8655            Impact factor:   3.756


  30 in total

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Journal:  J Clin Endocrinol Metab       Date:  2014-03-31       Impact factor: 5.958

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Journal:  J Clin Densitom       Date:  2007-07-05       Impact factor: 2.617

3.  Premenopausal and postmenopausal differences in bone microstructure and mechanical competence in Chinese-American and white women.

Authors:  Marcella D Walker; X Sherry Liu; Bin Zhou; Shivani Agarwal; George Liu; Donald J McMahon; John P Bilezikian; X Edward Guo
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4.  Topological analysis of trabecular bone MR images.

Authors:  B R Gomberg; P K Saha; H K Song; S N Hwang; F W Wehrli
Journal:  IEEE Trans Med Imaging       Date:  2000-03       Impact factor: 10.048

5.  Lower peak bone mass and abnormal trabecular and cortical microarchitecture in young men infected with HIV early in life.

Authors:  Michael T Yin; Emily Lund; Jayesh Shah; Chiyuan A Zhang; Marc Foca; Natalie Neu; Kyle K Nishiyama; Bin Zhou; Xiangdong E Guo; John Nelson; David L Bell; Elizabeth Shane; Stephen M Arpadi
Journal:  AIDS       Date:  2014-01-28       Impact factor: 4.177

6.  In vivo high resolution 3D-QCT of the human forearm.

Authors:  A Laib; H J Häuselmann; P Rüegsegger
Journal:  Technol Health Care       Date:  1998-12       Impact factor: 1.285

7.  Dependence of mechanical properties of trabecular bone on plate-rod microstructure determined by individual trabecula segmentation (ITS).

Authors:  Bin Zhou; X Sherry Liu; Ji Wang; X Lucas Lu; Aaron J Fields; X Edward Guo
Journal:  J Biomech       Date:  2013-12-01       Impact factor: 2.712

8.  Contribution of in vivo structural measurements and load/strength ratios to the determination of forearm fracture risk in postmenopausal women.

Authors:  L Joseph Melton; B Lawrence Riggs; G Harry van Lenthe; Sara J Achenbach; Ralph Müller; Mary L Bouxsein; Shreyasee Amin; Elizabeth J Atkinson; Sundeep Khosla
Journal:  J Bone Miner Res       Date:  2007-09       Impact factor: 6.741

9.  Individual trabeculae segmentation (ITS)-based morphological analysis of high-resolution peripheral quantitative computed tomography images detects abnormal trabecular plate and rod microarchitecture in premenopausal women with idiopathic osteoporosis.

Authors:  X Sherry Liu; Adi Cohen; Elizabeth Shane; Emily Stein; Halley Rogers; Shannon L Kokolus; Perry T Yin; Donald J McMahon; Joan M Lappe; Robert R Recker; X Edward Guo
Journal:  J Bone Miner Res       Date:  2010-07       Impact factor: 6.741

10.  Age- and gender-related differences in the geometric properties and biomechanical significance of intracortical porosity in the distal radius and tibia.

Authors:  Andrew J Burghardt; Galateia J Kazakia; Sweta Ramachandran; Thomas M Link; Sharmila Majumdar
Journal:  J Bone Miner Res       Date:  2010-05       Impact factor: 6.741

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  2 in total

Review 1.  Update on Imaging-Based Measurement of Bone Mineral Density and Quality.

Authors:  Thomas M Link; Galateia Kazakia
Journal:  Curr Rheumatol Rep       Date:  2020-04-09       Impact factor: 4.592

2.  Robust Trabecular Microstructure in Type 2 Diabetes Revealed by Individual Trabecula Segmentation Analysis of HR-pQCT Images.

Authors:  Jessica F Starr; Leonardo C Bandeira; Sanchita Agarwal; Ankit M Shah; Kyle K Nishiyama; Yizhong Hu; Donald J McMahon; X Edward Guo; Shonni J Silverberg; Mishaela R Rubin
Journal:  J Bone Miner Res       Date:  2018-06-15       Impact factor: 6.741

  2 in total

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