Long range node-strut analysis of trabecular bone microarchitecture

被引:6
作者
Schmah, Tanya [1 ]
Marwan, Norbert [2 ,3 ]
Thomsen, Jesper Skovhus [4 ]
Saparin, Peter [5 ]
机构
[1] Univ Toronto, Dept Comp Sci, Toronto, ON M5S 3G4, Canada
[2] Potsdam Inst Climate Impact Res PIK, D-14412 Potsdam, Germany
[3] Univ Potsdam, Interdisciplinary Ctr Dynam Complex Syst, D-14415 Potsdam, Germany
[4] Univ Aarhus, Inst Anat, Dept Connect Tissue Biol, DK-8000 Aarhus C, Denmark
[5] Percept Informat, D-14059 Berlin, Germany
关键词
trabecular bone; osteoporosis; structure analysis; histomorphometry; pQCT; QUANTITATIVE COMPUTED-TOMOGRAPHY; TIBIAL CANCELLOUS BONE; X-RAY RADIOGRAPHS; TEXTURE ANALYSIS; ILIAC CREST; STATIC HISTOMORPHOMETRY; IMAGE-ANALYSIS; BIOMECHANICAL PROPERTIES; MECHANICAL-PROPERTIES; COMPRESSIVE STRENGTH;
D O I
10.1118/1.3622600
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: We present a new morphometric measure of trabecular bone microarchitecture, called mean node strength (NdStr), which is part of a newly developed approach called long range nodestrut analysis. Our general aim is to describe and quantify the apparent "latticelike" microarchitecture of the trabecular bone network. Methods: Similar in some ways to the topological node-strut analysis introduced by Garrahan et al. [J. Microsc. 142, 341-349 (1986)], our method is distinguished by an emphasis on long-range trabecular connectivity. Thus, while the topological classification of a pixel (after skeletonization) as a node, strut, or terminus, can be determined from the 3 x 3 neighborhood of that pixel, our method, which does not involve skeletonization, takes into account a much larger neighborhood. In addition, rather than giving a discrete classification of each pixel as a node, strut, or terminus, our method produces a continuous variable, node strength. The node strength is averaged over a region of interest to produce the mean node strength of the region. Results: We have applied our long range node-strut analysis to a set of 26 high-resolution peripheral quantitative computed tomography (pQCT) axial images of human proximal tibiae acquired 17 mm below the tibial plateau. We found that NdStr has a strong positive correlation with trabecular volumetric bone mineral density (BMD). After an exponential transformation, we obtain a Pearson's correlation coefficient of r - 0.97. Qualitative comparison of images with similar BMD but with very different NdStr values suggests that the latter measure has successfully quantified the prevalence of the "latticelike" microarchitecture apparent in the image. Moreover, we found a strong correlation (r - 0.62) between NdStr and the conventional node-terminus ratio (Nd/Tm) of Garrahan et al. The Nd/Tm ratios were computed using traditional histomorphometry performed on bone biopsies obtained at the same location as the pQCT scans. Conclusions: The newly introduced morphometric measure allows a quantitative assessment of the long-range connectivity of trabecular bone. One advantage of this method is that it is based on pQCT images that can be obtained noninvasively from patients, i.e., without having to obtain a bone biopsy from the patient. (C) 2011 American Association of Physicists in Medicine. [DOI: 10.1118/1.3622600]
引用
收藏
页码:5003 / 5011
页数:9
相关论文
共 52 条
[1]   Relevance of 2D radiographic texture analysis for the assessment of 3D bone micro-architecture [J].
Apostol, Lian ;
Boudousq, Vincent ;
Basset, Oliver ;
Odet, Christophe ;
Yot, Sophie ;
Tabary, Joachim ;
Dinten, Jean-Marc ;
Boller, Elodie ;
Kotzki, Pierre-Olivier ;
Peyrin, Francoise .
MEDICAL PHYSICS, 2006, 33 (09) :3546-3556
[2]   Automated 3D trabecular bone structure analysis of the proximal femur-prediction of biomechanical strength by CT and DXA [J].
Baum, T. ;
Carballido-Gamio, J. ;
Huber, M. B. ;
Mueller, D. ;
Monetti, R. ;
Raeth, C. ;
Eckstein, F. ;
Lochmueller, E. M. ;
Majumdar, S. ;
Rummeny, E. J. ;
Link, T. M. ;
Bauer, J. S. .
OSTEOPOROSIS INTERNATIONAL, 2010, 21 (09) :1553-1564
[3]   COMPRESSIVE BEHAVIOR OF BONE AS A 2-PHASE POROUS STRUCTURE [J].
CARTER, DR ;
HAYES, WC .
JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME, 1977, 59 (07) :954-962
[4]   Texture analysis of X-ray radiographs is correlated with bone histomorphometry [J].
Chappard, D ;
Guggenbuhl, P ;
Legrand, E ;
Baslé, MF ;
Audran, M .
JOURNAL OF BONE AND MINERAL METABOLISM, 2005, 23 (01) :24-29
[5]   Medullar fat influences texture analysis of trabecular microarchitecture on X-ray radiographs [J].
Chappard, Daniel ;
Pascaretti-Grizon, Florence ;
Gallois, Yves ;
Mercier, Philippe ;
Basle, Michel F. ;
Audran, Maurice .
EUROPEAN JOURNAL OF RADIOLOGY, 2006, 58 (03) :404-410
[6]   USE OF GRAY VALUE DISTRIBUTION OF RUN LENGTHS FOR TEXTURE ANALYSIS [J].
CHU, A ;
SEHGAL, CM ;
GREENLEAF, JF .
PATTERN RECOGNITION LETTERS, 1990, 11 (06) :415-419
[7]   THE EFFECTS OF GONADOTROPIN-RELEASING-HORMONE AGONISTS ON ILIAC CREST CANCELLOUS BONE-STRUCTURE IN WOMEN WITH ENDOMETRIOSIS [J].
COMPSTON, JE ;
YAMAGUCHI, K ;
CROUCHER, PI ;
GARRAHAN, NJ ;
LINDSAY, PC ;
SHAW, RW .
BONE, 1995, 16 (02) :261-267
[8]   Image analysis of the distal radius trabecular network using computed tomography [J].
Cortet, B ;
Dubois, P ;
Boutry, N ;
Bourel, P ;
Cotten, A ;
Marchandise, X .
OSTEOPOROSIS INTERNATIONAL, 1999, 9 (05) :410-419
[9]   In vivo comparison between computed tomography and magnetic resonance image analysis of the distal radius in the assessment of osteoporosis [J].
Cortet, B ;
Boutry, N ;
Dubois, P ;
Bourel, P ;
Cotten, A ;
Marchandise, X .
JOURNAL OF CLINICAL DENSITOMETRY, 2000, 3 (01) :15-26
[10]  
DELLING G, 1995, NEPHROL DIAL TRANSPL, V10, P601