Literature DB >> 26328990

Characterization of trabecular bone plate-rod microarchitecture using multirow detector CT and the tensor scale: Algorithms, validation, and applications to pilot human studies.

Punam K Saha1, Yinxiao Liu2, Cheng Chen2, Dakai Jin2, Elena M Letuchy3, Ziyue Xu2, Ryan E Amelon2, Trudy L Burns3, James C Torner3, Steven M Levy4, Chadi A Calarge5.   

Abstract

PURPOSE: Osteoporosis is a common bone disease associated with increased risk of low-trauma fractures leading to substantial morbidity, mortality, and financial costs. Clinically, osteoporosis is defined by low bone mineral density (BMD); however, increasing evidence suggests that trabecular bone (TB) microarchitectural quality is an important determinant of bone strength and fracture risk. A tensor scale based algorithm for in vivo characterization of TB plate-rod microarchitecture at the distal tibia using multirow detector CT (MD-CT) imaging is presented and its performance and applications are examined.
METHODS: The tensor scale characterizes individual TB on the continuum between a perfect plate and a perfect rod and computes their orientation using optimal ellipsoidal representation of local structures. The accuracy of the method was evaluated using computer-generated phantom images at a resolution and signal-to-noise ratio achievable in vivo. The robustness of the method was examined in terms of stability across a wide range of voxel sizes, repeat scan reproducibility, and correlation between TB measures derived by imaging human ankle specimens under ex vivo and in vivo conditions. Finally, the application of the method was evaluated in pilot human studies involving healthy young-adult volunteers (age: 19 to 21 yr; 51 females and 46 males) and patients treated with selective serotonin reuptake inhibitors (SSRIs) (age: 19 to 21 yr; six males and six females).
RESULTS: An error of (3.2% ± 2.0%) (mean ± SD), computed as deviation from known measures of TB plate-width, was observed for computer-generated phantoms. An intraclass correlation coefficient of 0.95 was observed for tensor scale TB measures in repeat MD-CT scans where the measures were averaged over a small volume of interest of 1.05 mm diameter with limited smoothing effects. The method was found to be highly stable at different voxel sizes with an error of (2.29% ± 1.56%) at an in vivo voxel size as compared to the original ex vivo voxel size. Tensor scale measures derived from imaging under in vivo and ex vivo conditions with significantly different modulation transfer function, i.e., difference in "true resolution," showed strong linear correlation (r = 0.92). The study of healthy volunteers shows that, after adjustment for height and weight, males have a 14% higher mean TB plate-width as compared to females (p < 0.05). SSRI-treated patients have 12.5% lower mean TB plate-width (p = 0.052) as compared to age-similar and sex-, height-, and weight-matched healthy controls. In contrast, the observed group difference in dual-energy x-ray absorptiometry (DXA)-derived hip BMD was 10.5% between males and females and only 5.04% between healthy controls and patients on SSRIs.
CONCLUSIONS: Tensor scale analysis of MD-CT images yields accurate and reproducible characterization of TB plate-rod microarchitecture that may be more sensitive than DXA-derived BMD to sex differences and to the skeletal changes associated with medical conditions or their treatments.

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Year:  2015        PMID: 26328990      PMCID: PMC4545095          DOI: 10.1118/1.4928481

Source DB:  PubMed          Journal:  Med Phys        ISSN: 0094-2405            Impact factor:   4.071


  41 in total

1.  Trabecular bone pattern factor--a new parameter for simple quantification of bone microarchitecture.

Authors:  M Hahn; M Vogel; M Pompesius-Kempa; G Delling
Journal:  Bone       Date:  1992       Impact factor: 4.398

2.  Star volume of marrow space and trabeculae of the first lumbar vertebra: sampling efficiency and biological variation.

Authors:  A Vesterby; H J Gundersen; F Melsen
Journal:  Bone       Date:  1989       Impact factor: 4.398

3.  A robust algorithm for thickness computation at low resolution and its application to in vivo trabecular bone CT imaging.

Authors:  Yinxiao Liu; Dakai Jin; Cheng Li; Kathleen F Janz; Trudy L Burns; James C Torner; Steven M Levy; Punam K Saha
Journal:  IEEE Trans Biomed Eng       Date:  2014-07       Impact factor: 4.538

Review 4.  Performance evaluation of a 64-slice CT system with z-flying focal spot.

Authors:  T Flohr; K Stierstorfer; R Raupach; S Ulzheimer; H Bruder
Journal:  Rofo       Date:  2004-12

5.  Complete volumetric decomposition of individual trabecular plates and rods and its morphological correlations with anisotropic elastic moduli in human trabecular bone.

Authors:  X Sherry Liu; Paul Sajda; Punam K Saha; Felix W Wehrli; Grant Bevill; Tony M Keaveny; X Edward Guo
Journal:  J Bone Miner Res       Date:  2008-02       Impact factor: 6.741

6.  Trabecular bone microarchitecture, bone mineral density, and vertebral fractures in male osteoporosis.

Authors:  E Legrand; D Chappard; C Pascaretti; M Duquenne; S Krebs; V Rohmer; M F Basle; M Audran
Journal:  J Bone Miner Res       Date:  2000-01       Impact factor: 6.741

Review 7.  How many women have osteoporosis now?

Authors:  L J Melton
Journal:  J Bone Miner Res       Date:  1995-02       Impact factor: 6.741

8.  Tracking of activity and sedentary behaviors in childhood: the Iowa Bone Development Study.

Authors:  Kathleen F Janz; Trudy L Burns; Steven M Levy
Journal:  Am J Prev Med       Date:  2005-10       Impact factor: 5.043

Review 9.  The emerging role of serotonin (5-hydroxytryptamine) in the skeleton and its mediation of the skeletal effects of low-density lipoprotein receptor-related protein 5 (LRP5).

Authors:  Stuart J Warden; Alexander G Robling; Elizabeth M Haney; Charles H Turner; Michael M Bliziotes
Journal:  Bone       Date:  2009-07-08       Impact factor: 4.398

10.  Better tools for assessing osteoporosis.

Authors:  B Lawrence Riggs; Sundeep Khosla; L Joseph Melton
Journal:  J Clin Invest       Date:  2012-12-03       Impact factor: 14.808

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  8 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.  Statistical Parametric Mapping of HR-pQCT Images: A Tool for Population-Based Local Comparisons of Micro-Scale Bone Features.

Authors:  Julio Carballido-Gamio; Serena Bonaretti; Galateia J Kazakia; Sundeep Khosla; Sharmila Majumdar; Thomas F Lang; Andrew J Burghardt
Journal:  Ann Biomed Eng       Date:  2016-11-09       Impact factor: 3.934

3.  CT-Based Characterization of Transverse and Longitudinal Trabeculae and Its Applications.

Authors:  Xiaoliu Zhang; Elena M Letuchy; Steven M Levy; James C Torner; Punam K Saha
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2020-02-28

4.  Deep Learning Based High-Resolution Reconstruction of Trabecular Bone Microstructures from Low-Resolution CT Scans using GAN-CIRCLE.

Authors:  Indranil Guha; Syed Ahmed Nadeem; Chenyu You; Xiaoliu Zhang; Steven M Levy; Ge Wang; James C Torner; Punam K Saha
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2020-02-28

5.  Effects of fluoride intake on cortical and trabecular bone microstructure at early adulthood using multi-row detector computed tomography (MDCT).

Authors:  Punam K Saha; Reem Reda Oweis; Xiaoliu Zhang; Elena Letuchy; Julie M Eichenberger-Gilmore; Trudy L Burns; John J Warren; Kathleen F Janz; James C Torner; Linda G Snetselaar; Steven M Levy
Journal:  Bone       Date:  2021-02-10       Impact factor: 4.398

6.  The reproducibility of measuring trabecular bone parameters using a commercially available high-resolution magnetic resonance imaging approach: A pilot study.

Authors:  Sarah L West; Chamith S Rajapakse; Tammy Rayner; Rhiannon Miller; Michelle A Slinger; Greg D Wells
Journal:  Bone Rep       Date:  2018-04-26

7.  Quantitative CT-Based Methods for Bone Microstructural Measures and Their Relationships With Vertebral Fractures in a Pilot Study on Smokers.

Authors:  Xiaoliu Zhang; Alejandro P Comellas; Elizabeth A Regan; Indranil Guha; Amal Shibli-Rahhal; Mishaela R Rubin; Paul A DiCamillo; Elena M Letuchy; R Graham Barr; Eric A Hoffman; Punam K Saha
Journal:  JBMR Plus       Date:  2021-03-19

8.  Finite element analysis of trabecular bone microstructure using CT imaging and continuum mechanical modeling.

Authors:  Indranil Guha; Xiaoliu Zhang; Chamith S Rajapakse; Gregory Chang; Punam K Saha
Journal:  Med Phys       Date:  2022-04-05       Impact factor: 4.506

  8 in total

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