scholarly journals Trabecular Bone Image Segmentation Using Wavelet and Marker-Controlled Watershed Transformation

2014 ◽  
Vol 2014 ◽  
pp. 1-10 ◽  
Author(s):  
Wafa Abid Fourati ◽  
Mohamed Salim Bouhlel

This paper presents a new strategy for the segmentation of trabecular bone image. This kind of image is acquired with microcomputed tomography (micro-CT) to assess bone microarchitecture based chiefly on bone mineral density (BMD) measurements to improve fracture risk prediction. Disease osteoporosis can be predicted from features of CT image where a bone region may consist of several disjoint pieces. It relies on a multiresolution representation of the image by the wavelet transform to compute the multiscale morphological gradient. The coefficients of detail found at the different scales are used to determine the markers and homogeneous regions that are extracted with the watershed algorithm. The method reduces the tendency of the watershed algorithm to oversegment and results in closed homogeneous regions. The performance of the proposed segmentation scheme is presented via experimental results obtained with a broad series of images.

Endocrine ◽  
2021 ◽  
Author(s):  
Enisa Shevroja ◽  
Francesco Pio Cafarelli ◽  
Giuseppe Guglielmi ◽  
Didier Hans

AbstractOsteoporosis, a disease characterized by low bone mass and alterations of bone microarchitecture, leading to an increased risk for fragility fractures and, eventually, to fracture; is associated with an excess of mortality, a decrease in quality of life, and co-morbidities. Bone mineral density (BMD), measured by dual X-ray absorptiometry (DXA), has been the gold standard for the diagnosis of osteoporosis. Trabecular bone score (TBS), a textural analysis of the lumbar spine DXA images, is an index of bone microarchitecture. TBS has been robustly shown to predict fractures independently of BMD. In this review, while reporting also results on BMD, we mainly focus on the TBS role in the assessment of bone health in endocrine disorders known to be reflected in bone.


2012 ◽  
Vol 2012 ◽  
pp. 1-9 ◽  
Author(s):  
Rosmaliza Ramli ◽  
Mohd Fadhli Khamis ◽  
Ahmad Nazrun Shuid

Recent studies suggested thatEurycoma longifolia, a herbal plant, may have the potential to treat osteoporosis in elderly male. This study aimed to determine the effects ofEurycoma longifoliasupplementation on the trabecular bone microarchitecture of orchidectomised rats (androgen-deficient osteoporosis model). Forty-eight-aged (10–12 months old)Sprague Dawleyrats were divided into six groups of sham-operated (SHAM), orchidectomised control (ORX), orchidectomised + 7 mg/rat testosterone enanthate (TEN) and orchidectomised +Eurycoma longifolia30 mg/kg (EL30), orchidectomised +Eurycoma longifolia60 mg/kg (EL60), orchidectomised +Eurycoma longifolia90 mg/kg (EL90). Rats were euthanized following six weeks of treatment. The left femora were used to measure the trabecular bone microarchitecture using micro-CT. Orchidectomy significantly decreased connectivity density, trabecular bone volume, and trabecular number compared to the SHAM group. Testosterone replacement reversed all the orchidectomy-induced changes in the micro-CT parameters. EL at 30 and 60 mg/kg rat worsened the trabecular bone connectivity density and trabecular separation parameters of orchidectomised rats. EL at 90 mg/kg rat preserved the bone volume. High dose of EL (90 mg/kg) may have potential in preserving the bone microarchitecture of orchidectomised rats, but lower doses may further worsen the osteoporotic changes.


PLoS ONE ◽  
2014 ◽  
Vol 9 (9) ◽  
pp. e107545 ◽  
Author(s):  
Jui-Ting Hsu ◽  
Ying-Ju Chen ◽  
Jung-Ting Ho ◽  
Heng-Li Huang ◽  
Shun-Ping Wang ◽  
...  

2020 ◽  
Author(s):  
Youn Jeong Kim ◽  
Kwi Young Kang ◽  
Juyoung Shin ◽  
Yoonhee Jun ◽  
Sang Il Kim ◽  
...  

Abstract Background Screening for osteoporosis with dual-energy X-ray absorptiometry (DXA) is recommended for male HIV-infected patients only above the age of 50. Recently, trabecular bone score (TBS) has been introduced as a novel tool to assess bone microarchitecture using DXA of the lumbar spine. Few studies have reported TBS values in HIV-infected individuals younger than 50 years of age. This study compared TBS values in young males infected with HIV and matched controls, and investigated the associations between TBS and demographic parameters, clinical parameters, and bone mineral density (BMD) scores. Methods A cross-sectional study of BMD and TBS in HIV-infected men (n = 80) aged between 18 and 50 years and age- and sex-matched controls (n = 80) was conducted. Results The proportion of patients with low BMD (Z-score ≤−2) was significantly greater among HIV-infected patients than among matched controls (21.3% [17/80] vs. 8.8% [7/80], p = 0.027). Mean TBS values were significantly lower in HIV-infected patients than in controls (1.41 ± 0.07 vs. 1.45 ± 0.07, p = 0.008). In both groups, TBS values were positively correlated with BMD at the lumbar spine, femoral neck, and total hip (p < 0.001); however, TBS was not correlated with body mass index. In the HIV group, TBS was negatively correlated with the duration of tenofovir disoproxil fumarate(TDF) exposure (p = 0.04). Conclusion Young men infected with HIV had abnormal bone trabecular microarchitecture, as assessed by both TBS and BMD. TBS values were correlated with both BMD and the duration of TDF exposure.


2016 ◽  
Vol 44 (4) ◽  
pp. 462-476
Author(s):  
T. T. Tsoriev ◽  
Zh. E. Belaya ◽  
G. A. Mel'nichenko

Two-dimensional dual-energy X-ray absorptiometry (DXA, osteodensitometry) is currently considered as the gold standard for diagnosis of osteoporosis. However, despite good operational characteristics, this type of investigation cannot help to assess bone microarchitecture and the degree of its derangement in osteoporosis. Therefore, trabecular bone score (TBS) has been developed as a  non-invasive method of indirect description of bone microarchitecture based on data derived from a  standard DXA of the lumbar spine. Not being a direct mapping of the physical measurements of trabecular microarchitecture, TBS nevertheless shows a positive correlation with quantitative values obtained from micro-computed tomography and high resolution peripheral quantitative computed tomography, i.e. with the bone volume fraction, junction density, trabecular numbers and their disintegration. There is also an association between the ability of the bone tissue to resist stress in experimental studies ex vivo and TBS measurement. Due to TBS, there is a possibility to detect bone microarchitecture impairment even in individuals with normal bone mineral density (BMD), i.e. higher TBS values correlate with improved bone microstructure, whereas a  reduced TBS shows its deterioration. Limitation of TBS use are primarily related to the DXA image quality: image faults caused either by technical reasons or by too low or too high body mass index can lead to an overestimation/underestimation of the index. Assessment of the lumbar TBS has been repeatedly performed in cross-sectional and prospective studies in representative patient samples (mainly postmenopausal women) and significant numbers of healthy subjects, and proved to be a predictor (independent of BMD) of fracture risk. An evaluation of the possibility to use TBS for early diagnosis of secondary osteoporosis (related to various endocrine disorders)  would be of great interest, as BMD, as known from clinical practice, is not always a  reliable measurement of the bone endurance, especially in diabetes, steroid osteoporosis and acromegaly.  The use of TBS along with BMD as a  marker of efficacy of current treatment for secondary osteoporosis is also possible, but it is not yet evidence-based; therefore, research has to be continued.


2020 ◽  
Vol 8 (7_suppl6) ◽  
pp. 2325967120S0035
Author(s):  
Christian Lattermann ◽  
Julia Charles ◽  
Shuichi Mizuno ◽  
Gergo Merkely

Objectives: Osteochondral allografts (OCA) are currently stored at 4˚C for an average of 24 days after procurement. However, chondrocyte viability, the major determinant of graft performance in-vivo, decreases and matrix integrity deteriorates with time under such conditions; for instance, chondrocyte viability falls below the acceptable level of 70% by 28 days. Hydrostatic pressure (HP) is a significant component in the mechanical loading environment and its application in vitro (0.5 - 15 MPa) elicited favorable effects on cartilage and bone. The purpose of this study was to investigate the effects of HP during osteochondral storage. Methods: Osteochondral (OC) explants (6x8 mm) were harvested from bovine humeral heads purchased from a local slaughterhouse (Fig. 1). OCs were randomly assigned to one of 4 groups: freshly harvested; stored at 4°C and atmospheric pressure (4˚C AP); stored at 37°C and AP (37˚C AP); and stored at 37°C with cyclic HP at 0-0.5 MPa, 0.5 Hz (37˚C HP). The explants were stored for 7, 14, 21, or 28 days in Dulbecco’s modified eagle medium/Ham’s nutrient mixture F12 (1:1), with antibiotics and with or without fetal bovine serum (FBS). Chondrocyte viability and density were assessed using LIVE/DEAD® staining in the entire tissue section and in the superficial, middle, and deep zones using the Image J program. In addition, we stained OC explants with safranin-O fast green; hematoxylin and eosin, sudan IV and antibodies against proliferating cell nuclear antigen (PCNA), keratan sulfate (KS). Furthermore, the microstructure and material composition of subchondral bone in the explants was quantified using micro-computed tomography (micro-CT, Scanco uCT 35) at a 12 micron nominal resolution. Results: Cartilage thickness was maintained at 37°C HP, significantly increased at 37°C AP and significantly decreased at 4°C AP (P < 0.05) with/without FBS at 28 days. Full-thickness chondrocyte viability was significantly higher at 21 and 28 days in the 37˚C HP group compared to 4°C or 37°C AP regardless of FBS (P<0.05). Specifically, chondrocyte viability in the superficial zone was maintained with 37˚C HP (Fig. 3) versus not in the other culture conditions. Cartilage matrices were similar between the conditions by 14 days (Fig. 4). However, surface fibrillation and degeneration were demonstrated in the 37 °C AP. KS seemed to be maintained in the superficial zone with HP by 28 days but decreased under other conditions (Fig. 5). More proliferating cells with 37°C HP were observed in the superficial zone compared to other conditions at 28 days. Utilization of FBS further increased the number of proliferating cells in each condition. The fatty granules were observed and distributed evenly throughout the subchondral bone and trabecular bone under all conditions at 28 days (Fig. 6). However, in the 4°C and 37°C AP groups, fewer fatty granules were observed in the subchondral bone and more fat in the trabecular bone (Fig. 6). Micro-CT evaluation revealed that the conditions produced similar tissue mineral density (Fig. 7). However, the trabecular number was significantly lower with 37°C AP compared to the other conditions (P<0.05). Conclusion: Osteochondral explants stored with 37°C HP maintained chondrocyte viability, histologically determined cartilage integrity, and subchondral bone quality. [Figure: see text]


2019 ◽  
Author(s):  
Youn Jeong Kim ◽  
Kwi Young Kang ◽  
Yoonhee Jun ◽  
Sang Il Kim ◽  
Kim Yang Ree

Abstract Background Screening for osteoporosis with dual-energy X-ray absorptiometry (DXA) is recommended for male HIV-infected patients only above the age of 50. Recently, trabecular bone score (TBS) has been introduced as a novel tool to assess bone microarchitecture using DXA of the lumbar spine. Few studies have reported TBS values in HIV-infected individuals younger than 50 years of age. This study compared TBS values in young males infected with HIV and matched controls, and investigated the associations between TBS and demographic parameters, clinical parameters, and bone mineral density (BMD) scores. Methods A cross-sectional study of BMD and TBS in HIV-infected men (n = 80) aged between 18 and 50 years and age- and sex-matched controls (n = 80) was conducted. Results The proportion of patients with low BMD (Z-score ≤−2) was significantly greater among HIV-infected patients than among matched controls (21.3% [17/80] vs. 8.8% [7/80], p = 0.027). Mean TBS values were significantly lower in HIV-infected patients than in controls (1.41 ± 0.07 vs. 1.45 ± 0.07, p = 0.008). In both groups, TBS values were positively correlated with BMD at the lumbar spine, femoral neck, and total hip (p < 0.001); however, TBS was not correlated with body mass index. In the HIV group, TBS was negatively correlated with the duration of tenofovir disoproxil fumarate(TDF) exposure (p = 0.04). Conclusion Young men infected with HIV had abnormal bone trabecular microarchitecture, as assessed by both TBS and BMD. TBS values were correlated with both BMD and the duration of TDF exposure.


2006 ◽  
Vol 321-323 ◽  
pp. 278-281
Author(s):  
Wen Quan Cui ◽  
Ye Yeon Won ◽  
Myong Hyun Baek ◽  
Kwang Kyun Kim

The purpose of this study was to investigate the contribution of the microstructural properties of trabecular bone in predicting its elastic modulus in the intertrochanteric region. A total of 15 trabecular bone core specimens were obtained from the proximal femurs of patients undergoing total hip arthroplasty. The micro-computed tomography (micro-CT) was used to scan each specimen to obtain micro-morphology. Microstructural parameters were directly calculated using software. Micro-CT images were converted to micro-finite element model using meshing technique, and then micro-finite element analysis (FEA) was performed to assess the mechanical property (Young’s modulus) of trabecular bone. The results showed that the ability to explain this variance of Young’s modulus is improved by combining the structural indices with each other. It suggested that assessment of bone microarchitecture should be added as regards detection of osteoporosis and evaluation of the efficacy of drug treatments for osteoporosis.


2017 ◽  
Vol 2017 ◽  
pp. 1-7 ◽  
Author(s):  
Mei-Hua Chuang ◽  
Tzyy-Ling Chuang ◽  
Malcolm Koo ◽  
Yuh-Feng Wang

A recently developed diagnostic tool, trabecular bone score (TBS), can provide quality of trabecular microarchitecture based on images obtained from dual-energy X-ray absorptiometry (DXA). Since patients receiving glucocorticoid are at a higher risk of developing secondary osteoporosis, assessment of bone microarchitecture may be used to evaluate risk of fragility fractures of osteoporosis. In this pre-post study of female patients, TBS and fracture risk assessment tool (FRAX) adjusted with TBS (T-FRAX) were evaluated along with bone mineral density (BMD) and FRAX. Medical records of patients with (n=30) and without (n=16) glucocorticoid treatment were retrospectively reviewed. All patients had undergone DXA twice within a 12- to 24-month interval. Analysis of covariance was conducted to compare the outcomes between the two groups of patients, adjusting for age and baseline values. Results showed that a significant lower adjusted mean of TBS (p=0.035) and a significant higher adjusted mean of T-FRAX for major osteoporotic fracture (p=0.006) were observed in the glucocorticoid group. Conversely, no significant differences were observed in the adjusted means for BMD and FRAX. These findings suggested that TBS and T-FRAX could be used as an adjunct in the evaluation of risk of fragility fractures in patients receiving glucocorticoid therapy.


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