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Jiang Y, Zhang W, Huang S, Huang Q, Ye H, Zeng Y, Hua X, Cai J, Liu Z, Liu Q. Preoperative Prediction of New Vertebral Fractures after Vertebral Augmentation with a Radiomics Nomogram. Diagnostics (Basel) 2023; 13:3459. [PMID: 37998595 PMCID: PMC10670105 DOI: 10.3390/diagnostics13223459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 11/11/2023] [Accepted: 11/14/2023] [Indexed: 11/25/2023] Open
Abstract
The occurrence of new vertebral fractures (NVFs) after vertebral augmentation (VA) procedures is common in patients with osteoporotic vertebral compression fractures (OVCFs), leading to painful experiences and financial burdens. We aim to develop a radiomics nomogram for the preoperative prediction of NVFs after VA. Data from center 1 (training set: n = 153; internal validation set: n = 66) and center 2 (external validation set: n = 44) were retrospectively collected. Radiomics features were extracted from MRI images and radiomics scores (radscores) were constructed for each level-specific vertebra based on least absolute shrinkage and selection operator (LASSO). The radiomics nomogram, integrating radiomics signature with presence of intravertebral cleft and number of previous vertebral fractures, was developed by multivariable logistic regression analysis. The predictive performance of the vertebrae was level-specific based on radscores and was generally superior to clinical variables. RadscoreL2 had the optimal discrimination (AUC ≥ 0.751). The nomogram provided good predictive performance (AUC ≥ 0.834), favorable calibration, and large clinical net benefits in each set. It was used successfully to categorize patients into high- or low-risk subgroups. As a noninvasive preoperative prediction tool, the MRI-based radiomics nomogram holds great promise for individualized prediction of NVFs following VA.
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Affiliation(s)
- Yang Jiang
- Department of Radiology, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen 518000, China; (Y.J.); (W.Z.); (J.C.)
| | - Wei Zhang
- Department of Radiology, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen 518000, China; (Y.J.); (W.Z.); (J.C.)
| | - Shihao Huang
- Department of Radiology, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai 519000, China;
| | - Qing Huang
- Department of Endocrinology, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen 518000, China;
| | - Haoyi Ye
- Department of Radiology, The Fourth Affiliated Hospital, Guangzhou Medical University, Guangzhou 511300, China;
| | - Yurong Zeng
- Department of Radiology, Huizhou Central People’s Hospital, Huizhou 516000, China;
| | - Xin Hua
- Department of Neurology, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou 325000, China;
| | - Jinhui Cai
- Department of Radiology, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen 518000, China; (Y.J.); (W.Z.); (J.C.)
| | - Zhifeng Liu
- Department of Radiology, The Fourth Affiliated Hospital, Guangzhou Medical University, Guangzhou 511300, China;
| | - Qingyu Liu
- Department of Radiology, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen 518000, China; (Y.J.); (W.Z.); (J.C.)
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Ripamonti C, Lisi L, Ciaffi J, Buffa A, Caudarella R, Ursini F. Spine Fragility Fracture Prediction Using TBS and BMD in Postmenopausal Women: A Bayesian Approach. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14315. [PMID: 36361195 PMCID: PMC9655521 DOI: 10.3390/ijerph192114315] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 10/29/2022] [Accepted: 10/31/2022] [Indexed: 06/16/2023]
Abstract
The trabecular bone score (TBS) estimates bone microarchitecture and can be used to evaluate the risk of osteoporotic fractures independently of bone mineral density (BMD). In this retrospective case-control study, we tested and compared the ability of TBS and lumbar spine BMD (LS-BMD) to predict vertebral fragility fractures. The inclusion criteria were female sex, age range 50-90 years, menopause, and clinical risk factors for osteoporosis. Patients with secondary osteoporosis were excluded. LS-BMD and TBS were measured at the L1-L4 vertebral level. The ability of the two diagnostic systems in predicting vertebral fragility fractures was assessed by combining LS-BMD and TBS according to the Bayesian "OR rule" (the diagnosis is negative only for those negative for both tests, and it is positive for those who were positive for at least one test) or to the "AND rule" (the diagnosis is positive only for those positive to both tests and is negative for those negative for at least one test). Of the 992 postmenopausal women included, 86 had a documented vertebral fragility fracture. At the cutoff value used in the present study, the TBS and LS-BMD showed a similar diagnostic ability to predict vertebral fragility fractures, having positive predictive values (PPV) of, respectively, 13.19% and 13.24%. Negative predictive values (NPV) were, respectively, 95.40% and 94.95%. Compared to that of each single diagnostic system, the "OR-rule" significantly increased the NPV to 97.89%, while no statistically significant differences were found by using the "AND-rule". In conclusion, the present study highlights the possibility that combining LS-BMD and TBS could improve their predictive ability in diagnosing vertebral fragility fractures, and that there is a significant probability of absence of fractures in women who test negative to both diagnostic systems.
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Affiliation(s)
- Claudio Ripamonti
- Center for Osteoporosis and Bone Metabolic Diseases, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy
| | - Lucia Lisi
- Medicine & Rheumatology Unit, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy
| | - Jacopo Ciaffi
- Medicine & Rheumatology Unit, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy
| | - Angela Buffa
- UOC Medicina Interna ad Indirizzo Reumatologico AUSL, 40133 Bologna, Italy
- Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Renata Caudarella
- Casa di Cura Privata Villalba, GVM Care & Research, 40136 Bologna, Italy
| | - Francesco Ursini
- Medicine & Rheumatology Unit, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy
- Department of Biomedical and Neuromotor Sciences (DIBINEM), Alma Mater Studiorum University of Bologna, 40127 Bologna, Italy
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Jeong C, Kim J, Lim Y, Ha J, Kang MI, Baek KH. Effect of Romosozumab on Trabecular Bone Score Compared to Anti-Resorptive Agents in Postmenopausal Women with Osteoporosis. J Bone Metab 2021; 28:317-323. [PMID: 34905678 PMCID: PMC8671022 DOI: 10.11005/jbm.2021.28.4.317] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 11/07/2021] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Romosozumab has shown significant improvement in bone mineral density (BMD) in previously reported trials. However, BMD reflects only bone strength and does not offer insight into the bone microarchitecture. The trabecular bone score (TBS) is a non-invasive tool used to assess bone microarchitecture. Several previous studies have evaluated the efficacy of anti-osteoporotic agents using the TBS. However, data regarding the potency of romosozumab based on the TBS is lacking. This retrospective observational cohort study demonstrated the impact of romosozumab use on the TBS. METHODS The primary outcome was the percentage change in the TBS from baseline to post-treatment. Postmenopausal osteoporosis patients were followed up for 6 and 12 months after romosozumab (210 mg monthly, N =10) and denosumab (60 mg every 6 months, N=21) or ibandronate (150 mg monthly, N=24) treatments, respectively. Patients who had previously used osteoporosis medications were included, if any the washout period was sufficient. RESULTS The percentage change in TBS from baseline to post-treatment was 2.53±2.98% (6 months, N=10; P=0.04), 0.59%±3.26% (12 months, N=21; P=0.48), and -0.45±3.66% (12 months, N=24; P=0.51) in the romosozumab, denosumab, and ibandronate groups, respectively. Romosozumab demonstrated a noticeable increase in TBS, although it did not reach the least significant change (5.8%) in TBS. CONCLUSIONS Romosozumab improved the TBS in postmenopausal women with osteoporosis. TBS may be potentially useful for monitoring romosozumab treatment.
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Affiliation(s)
- Chaiho Jeong
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Uijeongbu St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Jinyoung Kim
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Yejee Lim
- Division of General Internal Medicine, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul, Korea
| | - Jeonghoon Ha
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Moo Il Kang
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Ki-Hyun Baek
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
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Hsieh CI, Zheng K, Lin C, Mei L, Lu L, Li W, Chen FP, Wang Y, Zhou X, Wang F, Xie G, Xiao J, Miao S, Kuo CF. Automated bone mineral density prediction and fracture risk assessment using plain radiographs via deep learning. Nat Commun 2021; 12:5472. [PMID: 34531406 PMCID: PMC8446034 DOI: 10.1038/s41467-021-25779-x] [Citation(s) in RCA: 55] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Accepted: 09/01/2021] [Indexed: 01/08/2023] Open
Abstract
Dual-energy X-ray absorptiometry (DXA) is underutilized to measure bone mineral density (BMD) and evaluate fracture risk. We present an automated tool to identify fractures, predict BMD, and evaluate fracture risk using plain radiographs. The tool performance is evaluated on 5164 and 18175 patients with pelvis/lumbar spine radiographs and Hologic DXA. The model is well calibrated with minimal bias in the hip (slope = 0.982, calibration-in-the-large = -0.003) and the lumbar spine BMD (slope = 0.978, calibration-in-the-large = 0.003). The area under the precision-recall curve and accuracy are 0.89 and 91.7% for hip osteoporosis, 0.89 and 86.2% for spine osteoporosis, 0.83 and 95.0% for high 10-year major fracture risk, and 0.96 and 90.0% for high hip fracture risk. The tool classifies 5206 (84.8%) patients with 95% positive or negative predictive value for osteoporosis, compared to 3008 DXA conducted at the same study period. This automated tool may help identify high-risk patients for osteoporosis.
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Affiliation(s)
- Chen-I Hsieh
- Division of Rheumatology, Allergy and Immunology, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | | | - Chihung Lin
- Center for Artificial Intelligence in Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Ling Mei
- Wuhan Hospital of Traditional Chinese Medicine, Wuhan, China
| | - Le Lu
- PAII Inc., Bethesda, MD, USA
| | | | - Fang-Ping Chen
- Department of Medicine, College of Medicine, Chang Gung University, Kwei-Shan, Taoyuan, Taiwan
- Department of Obstetrics and Gynecology, Osteoporosis Prevention and Treatment Center, Keelung Chang Gung Memorial Hospital, Keelung, Taiwan
| | | | | | | | - Guotong Xie
- Ping An Insurance (Group) Company of China, Ltd., Shenzhen, Guangdong, China
| | - Jing Xiao
- Ping An Insurance (Group) Company of China, Ltd., Shenzhen, Guangdong, China
| | | | - Chang-Fu Kuo
- Division of Rheumatology, Allergy and Immunology, Chang Gung Memorial Hospital, Taoyuan, Taiwan.
- PAII Inc., Bethesda, MD, USA.
- Department of Medicine, College of Medicine, Chang Gung University, Kwei-Shan, Taoyuan, Taiwan.
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Lee KA, Kim J, Kim HJ, Kim HS. Discriminative ability of trabecular bone score over bone mineral density for vertebral and fragility fracture in patients treated with long-term and low-dose glucocorticoid. Int J Rheum Dis 2021; 24:1053-1060. [PMID: 34184827 DOI: 10.1111/1756-185x.14164] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 06/04/2021] [Accepted: 06/13/2021] [Indexed: 11/30/2022]
Abstract
AIM To evaluate the ability of the trabecular bone score (TBS) to discriminate vertebral fracture (VF) and fragility fracture (FF) in patients with chronic inflammatory rheumatic diseases on long-term and low-dose glucocorticoid (GC) treatment and those without exposure to GC. METHODS This study assessed TBS and bone mineral density (BMD) in chronic GC users, defined as ≥2.5 mg/d of prednisone for >3 months (n = 89, mean age: 62.5 ± 11 years), and in controls (n = 59, mean age: 60.3 ± 9.6 years). Osteoporosis risk factors, radiographs of the thoracolumbar spine, non-VF history, osteoporosis drugs, and current/cumulative GC doses were collected. Patients were classified as high (TBS <1.23), intermediate (1.23-1.31), or low risk (>1.31), according to the fracture risk based on a recent meta-analysis. RESULTS The mean current dose and duration of GC treatment were 3.9 ± 1.9 mg/d and 3.9 ± 4.2 years, respectively. The prevalence of VF was significantly higher in chronic GC users than in controls (20.2% vs 5.1%, P = .010), although the prevalence of non-VF was similar (11.2% vs 5.1%). The GC group had significantly lower L1-L4 TBS and femur total BMD than did the controls (all with P < .01) without significantly different lumbar BMD. TBS (<1.31) showed a higher sensitivity for patients with VF and FF (83.3% and 81.8%, respectively) than with densitometric osteoporosis in the GC group (61.1% and 59.1%, respectively). Using the receiver operating characteristic curve, TBS <1.31 showed better diagnostic accuracy than TBS <1.23 and BMD in chronic GC users. CONCLUSION TBS is more sensitive than BMD in detecting VF and FF in chronic GC users, even at a lower dose.
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Affiliation(s)
- Kyung-Ann Lee
- Division of Rheumatology, Department of Internal Medicine, Soonchunhyang University, Seoul Hospital, Soonchunhyang University School of Medicine, Seoul, South Korea
| | - JongSun Kim
- Division of Rheumatology, Department of Internal Medicine, Soonchunhyang University, Seoul Hospital, Soonchunhyang University School of Medicine, Seoul, South Korea
| | - Hyun-Joo Kim
- Department of Radiology, Soonchunhyang University Seoul Hospital, Soonchunhyang University School of Medicine, Seoul, South Korea
| | - Hyun-Sook Kim
- Division of Rheumatology, Department of Internal Medicine, Soonchunhyang University, Seoul Hospital, Soonchunhyang University School of Medicine, Seoul, South Korea
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Chappard D, Kün-Darbois JD, Pascaretti-Grizon F, Camprasse G, Camprasse S. Giant cells and osteoclasts present in bone grafted with nacre differ by nuclear cytometry evaluated by texture analysis. JOURNAL OF MATERIALS SCIENCE. MATERIALS IN MEDICINE 2019; 30:100. [PMID: 31468139 DOI: 10.1007/s10856-019-6293-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Accepted: 07/26/2019] [Indexed: 06/10/2023]
Abstract
Nacre (mother of pearl) is a natural biomaterial used to prepare orthopedic devices. We have implanted screws and plates made with nacre in five sheeps. Bone were harvested after two months and embedded in poly(methyl methacrylate). Blocks were saws and the thick slabs were grinded, polished and surface stained. Sections were photographed at an ×1000 magnification. Giant cells were found in contact with nacre in eroded areas and true osteoclasts were found at distance in the neighboring bone in Howship lacunae. A texture analysis of the nuclei of giant cells and osteoclasts was done using the run-length method of the MaZda freeware. The size of the nuclei was reduced in osteoclast and their mean gray level appeared reduced. Texture analysis revealed that chromatin had a completely different pattern in giant cells when compared to osteoclasts. Giant cells had a fine repartition of the chromatin with large clear areas around prominent nucleoli. On the contrary, osteoclast nuclei had chromatin blocks evenly dispersed in the nuclei. This reflects the different origin of these cells expressing different functions.
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Affiliation(s)
- Daniel Chappard
- Groupe Etudes Remodelage Osseux et bioMatériaux, GEROM, EA-4658, SFR-4208, Univ-Angers, IRIS-IBS Institut de Biologie en Santé, CHU-Angers, 49933, Angers, France.
| | - Jean-Daniel Kün-Darbois
- Groupe Etudes Remodelage Osseux et bioMatériaux, GEROM, EA-4658, SFR-4208, Univ-Angers, IRIS-IBS Institut de Biologie en Santé, CHU-Angers, 49933, Angers, France
| | - Florence Pascaretti-Grizon
- Groupe Etudes Remodelage Osseux et bioMatériaux, GEROM, EA-4658, SFR-4208, Univ-Angers, IRIS-IBS Institut de Biologie en Santé, CHU-Angers, 49933, Angers, France
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Areeckal AS, Kamath J, Zawadynski S, Kocher M, S. SD. Combined radiogrammetry and texture analysis for early diagnosis of osteoporosis using Indian and Swiss data. Comput Med Imaging Graph 2018; 68:25-39. [DOI: 10.1016/j.compmedimag.2018.05.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Accepted: 05/18/2018] [Indexed: 01/01/2023]
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Areeckal AS, Kocher M, S SD. Current and Emerging Diagnostic Imaging-Based Techniques for Assessment of Osteoporosis and Fracture Risk. IEEE Rev Biomed Eng 2018; 12:254-268. [PMID: 29994405 DOI: 10.1109/rbme.2018.2852620] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Osteoporosis is a metabolic bone disorder characterized by low bone mass, degradation of bone microarchitecture, and susceptibility to fracture. It is a growing major health concern across the world, especially in the elderly population. Osteoporosis can cause hip or spinal fractures that may lead to high morbidity and socio-economic burden. Therefore, there is a need for early diagnosis of osteoporosis and prediction of fragility fracture risk. In this review, state of the art and recent advances in imaging techniques for diagnosis of osteoporosis and fracture risk assessment have been explored. Segmentation methods used to segment the regions of interest and texture analysis methods used for classification of healthy and osteoporotic subjects are also presented. Furthermore, challenges posed by the current diagnostic tools have been studied and feasible solutions to circumvent the limitations are discussed. Early diagnosis of osteoporosis and prediction of fracture risk require the development of highly precise and accurate low-cost diagnostic techniques that would help the elderly population in low economies.
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Chapurlat R, Pialat JB, Merle B, Confavreux E, Duvert F, Fontanges E, Khacef F, Peres SL, Schott AM, Lespessailles E. The QUALYOR (QUalité Osseuse LYon Orléans) study: a new cohort for non invasive evaluation of bone quality in postmenopausal osteoporosis. Rationale and study design. Arch Osteoporos 2017; 13:2. [PMID: 29282548 DOI: 10.1007/s11657-017-0412-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Accepted: 12/13/2017] [Indexed: 02/03/2023]
Abstract
UNLABELLED The diagnostic performance of densitometry is inadequate. New techniques of non-invasive evaluation of bone quality may improve fracture risk prediction. Testing the value of these techniques is the goal of the QUALYOR cohort. INTRODUCTION The bone mineral density (BMD) of postmenopausal women who sustain osteoporotic fracture is generally above the World Health Organization definition for osteoporosis. Therefore, new approaches to improve the detection of women at high risk for fracture are warranted. METHODS We have designed and recruited a new cohort to assess the predictive value of several techniques to assess bone quality, including high-resolution peripheral quantitative computerized tomography (HRpQCT), hip QCT, calcaneus texture analysis, and biochemical markers. We have enrolled 1575 postmenopausal women, aged at least 50, with an areal BMD femoral neck or lumbar spine T-score between - 1.0 and - 3.0. Clinical risk factors for fracture have been collected along with serum and blood samples. RESULTS We describe the design of the QUALYOR study. Among these 1575 women, 80% were aged at least 60. The mean femoral neck T-score was - 1.6 and the mean lumbar spine T-score was -1.2. This cohort is currently being followed up. CONCLUSIONS QUALYOR will provide important information on the relationship between bone quality variables and fracture risk in women with moderately decreased BMD.
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Affiliation(s)
- Roland Chapurlat
- INSERM UMR 1033, Université de Lyon, Hôpital E Herriot, 69437, Lyon cedex 03, France.
| | - Jean-Baptiste Pialat
- INSERM UMR 1033, Université de Lyon, Hôpital E Herriot, 69437, Lyon cedex 03, France
| | - Blandine Merle
- INSERM UMR 1033, Université de Lyon, Hôpital E Herriot, 69437, Lyon cedex 03, France
| | - Elisabeth Confavreux
- INSERM UMR 1033, Université de Lyon, Hôpital E Herriot, 69437, Lyon cedex 03, France
| | - Florence Duvert
- INSERM UMR 1033, Université de Lyon, Hôpital E Herriot, 69437, Lyon cedex 03, France
| | - Elisabeth Fontanges
- INSERM UMR 1033, Université de Lyon, Hôpital E Herriot, 69437, Lyon cedex 03, France
| | - Farida Khacef
- Hopital d'Orleans, 14 avenue de l'hôpital, 45067, Orléans Cedex 2, France
| | | | - Anne-Marie Schott
- EA 4708-I3MTO, Université d'Orléans, 45067, Orléans, France.,EA 7425 HESPER, Université de Lyon, Lyon, France
| | - Eric Lespessailles
- Hopital d'Orleans, 14 avenue de l'hôpital, 45067, Orléans Cedex 2, France.,EA 4708-I3MTO, Université d'Orléans, 45067, Orléans, France
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Lee JE, Kim KM, Kim LK, Kim KY, Oh TJ, Moon JH, Choi SH, Lim S, Kim SW, Shin CS, Jang HC. Comparisons of TBS and lumbar spine BMD in the associations with vertebral fractures according to the T-scores: A cross-sectional observation. Bone 2017; 105:269-275. [PMID: 28963079 DOI: 10.1016/j.bone.2017.09.017] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Revised: 08/29/2017] [Accepted: 09/26/2017] [Indexed: 01/09/2023]
Abstract
Trabecular bone score (TBS) is a parameter of bone quality that has been shown to be related to vertebral fractures. This study aimed to analyze the difference in discriminatory power of TBS for vertebral fractures according to the bone mineral density (BMD) T-score. Areal BMD at the lumbar spine (LS, L1-L4), femur neck (FN) and total hip were assessed using dual x-ray absorptiometry (Discovery W, Hologic, Bedford, MA) in 929 women aged 50years or older. TBS was analyzed using iNsight software (Med-Imaps, Pessac, France). Vertebral fractures were identified on lateral X-ray films of the thoracic and lumbar spine using a semi-quantitative method. The study subjects consisted of 158 subjects (17.0%) with normal BMD, 461 (49.6%) with osteopenia and 310 (33.4%) with osteoporosis. The incident vertebral fractures were observed in 92 (9.9%) subjects, including 59 fractures in osteoporosis, 29 fractures in osteopenia, and only 4 fractures in normal BMD. We stratified study subjects into two groups according to their BMD T-scores, osteoporosis or osteopenia/normal BMD. The logistic regression model showed that LS BMD values per each 1 standard deviation (SD) decrease were significantly associated with increased risk of vertebral fracture in both osteoporosis and osteopenia/normal BMD group with stronger association in osteoporosis group. However, a TBS value that was lower by 1SD was significantly associated with vertebral fracture risk only in the osteopenia/normal BMD group. The TBS use in addition to FN BMD and age also showed significantly better discriminatory power for vertebral fracture only in the osteopenia/normal BMD group, but not osteoporosis group. In conclusion, TBS is significantly associated with vertebral fractures in subjects with osteopenia/normal BMD levels. Additional assessment of bone microarchitecture using TBS is better able to identify women at risk of fracture, in particular, those with relatively higher BMD.
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Affiliation(s)
- Jie-Eun Lee
- Department of Internal Medicine, Seoul National University Bundang Hospital and Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Kyoung Min Kim
- Department of Internal Medicine, Seoul National University Bundang Hospital and Seoul National University College of Medicine, Seongnam, Republic of Korea.
| | - Lee-Kyung Kim
- Department of Internal Medicine, Halla General Hospital, Jeju, Republic of Korea
| | - Kyong Young Kim
- Department of Internal medicine, Gyeongsang National University Changwon Hospital, Republic of Korea
| | - Tae Jung Oh
- Department of Internal Medicine, Seoul National University Bundang Hospital and Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Jae Hoon Moon
- Department of Internal Medicine, Seoul National University Bundang Hospital and Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Sung Hee Choi
- Department of Internal Medicine, Seoul National University Bundang Hospital and Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Soo Lim
- Department of Internal Medicine, Seoul National University Bundang Hospital and Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Sang Wan Kim
- Department of Internal Medicine, Borame Hospital and Seoul National University College of Medicine, Republic of Korea
| | - Chan Soo Shin
- Department of Internal Medicine, Seoul National University Hospital and Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Hak Chul Jang
- Department of Internal Medicine, Seoul National University Bundang Hospital and Seoul National University College of Medicine, Seongnam, Republic of Korea
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Martineau P, Silva BC, Leslie WD. Utility of trabecular bone score in the evaluation of osteoporosis. Curr Opin Endocrinol Diabetes Obes 2017; 24:402-410. [PMID: 28857846 DOI: 10.1097/med.0000000000000365] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
PURPOSE OF REVIEW Trabecular bone score (TBS) is a lumbar spine dual-energy absorptiometry texture index which provides information on skeletal quality partially independent of bone mineral density (BMD). A body of work has emerged demonstrating the relationship between TBS and fracture risk, with lower TBS values associated with increased risk for osteoporotic fracture in postmenopausal women and older men. TBS is derived from standard DXA images; however, the information provided by TBS is complementary to that provided by BMD. In this article, we review the current state of TBS and its evolving role in the assessment and management of osteoporosis, with particular emphasis on the literature of the previous year. RECENT FINDINGS TBS-adjusted The Fracture Risk Assessment tool (FRAX) probabilities enhance fracture risk prediction compared with conventional FRAX predictions. TBS has been found to better categorize fracture risk and assists in FRAX-based treatment decisions, particularly for patients close to an intervention threshold. However, change in lumbar spine TBS while undergoing antiresorptive treatment is not a useful indicator of antifracture effect. SUMMARY Lumbar spine TBS is a recently developed image-based software technique for skeletal assessment, complementary to conventional BMD, which has been shown to be clinically useful as a fracture risk prediction tool.
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Affiliation(s)
- Patrick Martineau
- aUniversity of Ottawa, Ottawa, Ontario, Canada bUNI-BH, Santa Casa Hospital, Belo Horizonte, Brazil cUniversity of Manitoba, Winnipeg, Manitoba, Canada
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Tsai JN, Jiang LA, Lee H, Hans D, Leder BZ. Effects of Teriparatide, Denosumab, or Both on Spine Trabecular Microarchitecture in DATA-Switch: a Randomized Controlled Trial. J Clin Densitom 2017. [PMID: 28624340 PMCID: PMC5673584 DOI: 10.1016/j.jocd.2017.05.007] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
In postmenopausal women, 2 yr of combined teriparatide and denosumab increases bone mineral density more than either drug alone, and switching from either combination or teriparatide to denosumab for an additional 2 yr further increases bone mineral density. Conversely, switching from denosumab to teriparatide results in transient bone loss. The effects of these interventions on spine microarchitecture are unknown. In the DATA and DATA-Switch studies, 94 postmenopausal osteoporotic women were randomized to receive 24 mo of teriparatide (20 µg daily), denosumab (60 mg every 6 mo), or both. Then, women originally assigned to 24 mo of teriparatide received 24 mo of denosumab, whereas subjects originally randomized to 24 mo of denosumab received 24 mo of teriparatide. Subjects who received both drugs received an additional 24 mo of denosumab alone. Spine trabecular bone score (TBS, a gray-level textural assessment of bone microarchitecture) was measured blinded from treatment groups using images from 2-dimensional dual-energy X-ray absorptiometry spine scans at 0, 12, 24, 30, 36, and 48 mo in 65 women who had posterior-anterior spine dual-energy X-ray absorptiometry images suitable for TBS analysis. After 24 mo, TBS increased by 2.7 ± 4.7% in the teriparatide group (p = 0.009 vs baseline), by 1.8 ± 5.0% in the denosumab group (p = 0.118 vs baseline), and by 4.5 ± 6.7% in the combination group (p = 0.017 vs baseline), with no significant between-group differences. In the 6 mo after the treatments were switched (months 24-30), TBS continued to increase in the combination-to-denosumab and teriparatide-to-denosumab groups but decreased by -1.1 ± 4.0% in the denosumab-to-teriparatide group (p < 0.05 vs other groups). After 48 mo, compared to month 0, TBS increased by 5.1 ± 5.8% in the teriparatide-to-denosumab group, by 3.6 ± 4.2% in the denosumab-to-teriparatide group, and by 6.1 ± 4.7% in the combination-to-denosumab group (p < 0.001 vs baseline for all groups, p = not significant for between-group differences). Switching from teriparatide to denosumab also increased spine TBS. Conversely, switching from denosumab to teriparatide transiently degraded spine trabecular microarchitecture, the clinical consequences of which require further study.
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Affiliation(s)
- Joy N Tsai
- Endocrine Unit, Massachusetts General Hospital, Boston, MA, USA.
| | - Linda A Jiang
- Endocrine Unit, Massachusetts General Hospital, Boston, MA, USA
| | - Hang Lee
- Biostatistics Center, Massachusetts General Hospital, Boston, MA, USA
| | - Didier Hans
- Center of Bone Disease, Bone and Joint Department, Lausanne University Hospital, Lausanne, Switzerland
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McClung MR, Lippuner K, Brandi ML, Zanchetta JR, Bone HG, Chapurlat R, Hans D, Wang A, Zapalowski C, Libanati C. Effect of denosumab on trabecular bone score in postmenopausal women with osteoporosis. Osteoporos Int 2017; 28:2967-2973. [PMID: 28748386 DOI: 10.1007/s00198-017-4140-y] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2017] [Accepted: 06/28/2017] [Indexed: 01/13/2023]
Abstract
UNLABELLED Trabecular bone score (TBS) assesses bone quality in the lumbar spine using dual-energy X-ray absorptiometry (DXA) scans. In postmenopausal women with osteoporosis, denosumab significantly improved TBS independently of bone mineral density (BMD). This practical technique may have a role in managing patients with osteoporosis. INTRODUCTION TBS, a gray-level texture index determined from lumbar spine DXA scans, correlates with bone microarchitecture and enhances assessment of vertebral fracture risk independently of BMD. In the FREEDOM study, denosumab increased BMD and reduced new vertebral fractures in postmenopausal women with osteoporosis. This retrospective analysis explored the effect of denosumab on TBS and the association between TBS and BMD in FREEDOM. METHODS Postmenopausal women with lumbar spine or total hip BMD T-score <-2.5 and -4.0 or higher at both sites received placebo or denosumab 60 mg subcutaneously every 6 months. TBS indices were determined from DXA scans at baseline and months 12, 24, and 36 in a subset of 285 women (128 placebo, 157 denosumab) who had TBS values at baseline and ≥1 postbaseline visit. RESULTS Baseline characteristics were comparable between treatment groups; mean (SD) lumbar spine BMD T-score was -2.79 (0.64), and mean (standard deviation [SD]) TBS was 1.200 (0.101) overall. In the placebo group, BMD and TBS increased by ≤0.2% or decreased from baseline at each visit. In the denosumab group, progressive increases from baseline at 12, 24, and 36 months were observed for BMD (5.7, 7.8, and 9.8%) and TBS (1.4, 1.9, and 2.4%). Percentage changes in TBS were statistically significant compared with baseline (p < 0.001) and placebo (p ≤ 0.014). TBS was largely unrelated to BMD, regardless of treatment, either at baseline or for annual changes from baseline (all r 2 ≤ 0.06). CONCLUSIONS In postmenopausal women with osteoporosis, denosumab significantly improved TBS independently of BMD.
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Affiliation(s)
- M R McClung
- Oregon Osteoporosis Center, Portland, OR, USA.
- Institute for Health and Ageing, Australian Catholic University, Melbourne, Australia.
| | | | | | - J R Zanchetta
- Instituto de Investigaciones Metabólicas, Buenos Aires, Argentina
| | - H G Bone
- Michigan Bone and Mineral Clinic, Detroit, MI, USA
| | - R Chapurlat
- INSERM UMR 1033, Université de Lyon, Hôpital Edouard Herriot, Lyon, France
| | - D Hans
- Lausanne University Hospital, Center of Bone Diseases, Lausanne, Switzerland
| | - A Wang
- Amgen Inc., Thousand Oaks, CA, USA
| | - C Zapalowski
- Amgen Inc., Thousand Oaks, CA, USA
- Radius Health, Waltham, MA, USA
| | - C Libanati
- Amgen Inc., Thousand Oaks, CA, USA
- UCB Pharma, Brussels, Belgium
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de Oliveira GJPL, Basso TLD, Fontanari LA, Faloni APDS, Marcantonio É, Orrico SRP. Glycemic control protects against trabecular bone microarchitectural damage in a juvenile male rat model of streptozotocin-induced diabetes. Endocr Res 2017; 42:171-179. [PMID: 28281839 DOI: 10.1080/07435800.2017.1292521] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
PURPOSE To determine which features of the bone microarchitecture are affected by established diabetes mellitus (DM) and the effectiveness of glycemic control in the protection of bone tissue. MATERIAL AND METHODS Sixty juvenile Wistar male rats were divided into three groups of 20 animals: a control group (C) that included healthy animals, a diabetic group (D) that included animals with induced diabetes, and a controlled diabetic group (CD) that included animals with induced diabetes that were treated with insulin. The animals were euthanized at the periods of 6 and 8 weeks after the induction of diabetes (10 animals per group/period). Vertebral L4 specimens were submitted to μCT analysis to assess the following parameters of the bone microarchitecture: bone volume fraction (BV/TV), trabecular thickness (Tb.Th), trabecular number (Tb.N), and trabecular spacing (Tb.Sp). RESULTS The D group exhibited lower values of BV/TV (%) and numbers of trabeculae compared with the C group at 6 and 8 weeks and compared with the CD group at 8 weeks. The CD group exhibited higher trabecular thickness values compared with the D group at 8 weeks. There were no differences between the groups regarding the spaces between the trabeculae. CONCLUSION Induced diabetes affected the microarchitecture of the trabecular bone of the vertebrae by reducing the values of the majority of the parameters in relation to those of the control group. Glycemic control with insulin appears to protect bones from the effects of the hyperglycemia.
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Affiliation(s)
| | - Túlio Luiz Durigan Basso
- a Department of Diagnosis and Surgery , Univ. Estadual Paulista - UNESP, Araraquara School of Dentistry , Araraquara , Brazil
| | - Lucas Amaral Fontanari
- a Department of Diagnosis and Surgery , Univ. Estadual Paulista - UNESP, Araraquara School of Dentistry , Araraquara , Brazil
| | - Ana Paula de Souza Faloni
- b Department of Histology, School of Dentistry , Araraquara University (UNIARA) , Araraquara , Brazil
| | - Élcio Marcantonio
- a Department of Diagnosis and Surgery , Univ. Estadual Paulista - UNESP, Araraquara School of Dentistry , Araraquara , Brazil
| | - Silvana Regina Perez Orrico
- a Department of Diagnosis and Surgery , Univ. Estadual Paulista - UNESP, Araraquara School of Dentistry , Araraquara , Brazil
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15
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Martineau P, Leslie WD, Johansson H, Oden A, McCloskey EV, Hans D, Kanis JA. Clinical Utility of Using Lumbar Spine Trabecular Bone Score to Adjust Fracture Probability: The Manitoba BMD Cohort. J Bone Miner Res 2017; 32:1568-1574. [PMID: 28276598 DOI: 10.1002/jbmr.3124] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2016] [Revised: 02/10/2017] [Accepted: 03/03/2017] [Indexed: 12/20/2022]
Abstract
Decreased lumbar spine trabecular bone score (TBS), a dual-energy X-ray absorptiometry (DXA)-derived image texture measurement, is a risk factor for major osteoporotic fracture (MOF) and hip fracture (HF) independent of 10-year fracture probability estimated using FRAX. We determined how often applying the TBS adjustment to fracture probability altered treatment qualification. Using a population-based registry containing all clinical DXA results for Manitoba, Canada, we identified 34,316 women with baseline spine and hip DXA, FRAX-based fracture probability measurements (computed with femoral neck bone mineral density), lumbar spine TBS, and minimum 5 years of observation (mean 8.7 years). Population-based health services data were used to identify incident non-traumatic MOF and HF in 3503 and 945 women, respectively. Baseline MOF and HF probabilities were estimated using FRAX before and after applying the TBS adjustment. Risk recategorization was assessed using net reclassification improvement (NRI) for individual FRAX-based intervention criteria and three national clinical practice guidelines (CPGs) (US National Osteoporosis Foundation, Osteoporosis Canada, and UK National Osteoporosis Guideline Group). Overall, proportions of women reclassified with the TBS adjustment to FRAX were small (less than 5%) with more than 90% of the reclassification occurring close to the intervention threshold. For women close to an intervention cut-off reclassification, rates ranged from 9.0% to 17.9% and were <1% otherwise. There was a small but significant improvement in overall NRI for all individual FRAX-based intervention criteria (range 0.007 to 0.018) and all three national CPGs (range 0.008 to 0.011). NRI was larger in women below age 65 years (up to 0.056 for hip fracture). In summary, a small but significant improvement in MOF and HF risk assessment was found by using lumbar spine TBS to adjust FRAX probability. An improvement in risk reclassification was observed for CPGs from three different countries, with almost all of the benefit found in individuals close to an intervention threshold. © 2017 American Society for Bone and Mineral Research. © 2017 American Society for Bone and Mineral Research.
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Affiliation(s)
| | - William D Leslie
- Department of Internal Medicine, University of Manitoba, Winnipeg, Canada
| | - Helena Johansson
- Center for Metabolic Bone Diseases, University of Sheffield Medical School, Sheffield, UK.,Institute for Health and Aging, Catholic University of Australia, Melbourne, Australia
| | - Anders Oden
- Center for Metabolic Bone Diseases, University of Sheffield Medical School, Sheffield, UK
| | - Eugene V McCloskey
- Center for Metabolic Bone Diseases, University of Sheffield Medical School, Sheffield, UK
| | - Didier Hans
- Bone and Joint Department, Lausanne University Hospital, Lausanne, Switzerland
| | - John A Kanis
- Center for Metabolic Bone Diseases, University of Sheffield Medical School, Sheffield, UK.,Institute for Health and Aging, Catholic University of Australia, Melbourne, Australia
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16
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Silva BC, Leslie WD. Trabecular Bone Score: A New DXA-Derived Measurement for Fracture Risk Assessment. Endocrinol Metab Clin North Am 2017; 46:153-180. [PMID: 28131130 DOI: 10.1016/j.ecl.2016.09.005] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Trabecular bone score (TBS) is a novel method that assesses skeletal texture from spine dual-energy X-ray absorptiometry (DXA) images. TBS improves fracture-risk prediction beyond that provided by DXA bone mineral density (BMD) and clinical risk factors, and can be incorporated to the Word Health Organization Fracture Risk Assessment tool (FRAX®) to enhance fracture prediction. There is insufficient evidence that TBS can be used to monitor treatment with bisphosphonates. TBS may be particularly helpful to assess fracture risk in diabetes. This article reviews technical and clinical aspects of TBS and its potential utility as a clinical tool to predict fracture risk.
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Affiliation(s)
- Barbara C Silva
- Department of Medicine, UNI-BH, Santa Casa Hospital, Uberaba, 370/705, Belo Horizonte, MG 30180-010, Brazil.
| | - William D Leslie
- Department of Medicine, University of Manitoba, (C5121) 409 Tache Avenue, Winnipeg, MB R2H 2A6, Canada
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17
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Romagnoli E, Lubrano C, Carnevale V, Costantini D, Nieddu L, Morano S, Migliaccio S, Gnessi L, Lenzi A. Assessment of trabecular bone score (TBS) in overweight/obese men: effect of metabolic and anthropometric factors. Endocrine 2016; 54:342-347. [PMID: 26815904 DOI: 10.1007/s12020-016-0857-1] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2015] [Accepted: 01/02/2016] [Indexed: 12/19/2022]
Abstract
The "trabecular bone score" (TBS) indirectly explores bone quality, independently of bone mineral density (BMD). We investigated the effects of anthropometric and metabolic parameters on TBS in 87 overweight/obese men. We assessed BMD and TBS by DXA, and some parameters of glucose metabolism, sex-and calciotropic hormone levels. Regression models were adjusted for either age and BMI, or age and waist circumference, or age and waist/hip ratio, also considering BMI >35 (y/n) and metabolic syndrome (MS) (y/n). Correlations between TBS and parameters studied were higher when correcting for waist circumference, although not significant in subjects with BMI >35. The analysis of covariance showed that the same model always had a higher adjusted r-square index. BMD at lumbar spine and total hip, fasting glucose, bioavailable testosterone, and sex hormone-binding globulin are the only covariates having a significant effect (p < 0.05) on the variations of TBS. The presence of MS negatively affected only the association between TBS and BMD at total hip. We did not find any significant effect of BMI >35 on TBS values or significant interaction terms between each covariate and either BMI >35 or the presence of MS. Obesity negatively affected TBS, despite unchanged BMD. Alterations of glucose homeostasis and sex hormone levels seem to influence this relationship, while calciotropic hormones have no role. The effect of waist circumference on TBS is more pronounced than that of BMI.
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Affiliation(s)
- Elisabetta Romagnoli
- Department of Experimental Medicine, Medical Pathophysiology, Food and Science and Endocrinology Section, "Sapienza" University of Rome, Rome, Italy.
| | - Carla Lubrano
- Department of Experimental Medicine, Medical Pathophysiology, Food and Science and Endocrinology Section, "Sapienza" University of Rome, Rome, Italy
| | - Vincenzo Carnevale
- Unit of Internal Medicine, ''Casa Sollievo della Sofferenza'' Hospital I.R.C.C.S., San Giovanni Rotondo, FG, Italy
| | - Daniela Costantini
- Department of Experimental Medicine, Medical Pathophysiology, Food and Science and Endocrinology Section, "Sapienza" University of Rome, Rome, Italy
| | | | - Susanna Morano
- Department of Experimental Medicine, Medical Pathophysiology, Food and Science and Endocrinology Section, "Sapienza" University of Rome, Rome, Italy
| | - Silvia Migliaccio
- Endocrinology Unit, Department of Movement, Human and Health Sciences, University of "Foro Italico", Rome, Italy
| | - Lucio Gnessi
- Department of Experimental Medicine, Medical Pathophysiology, Food and Science and Endocrinology Section, "Sapienza" University of Rome, Rome, Italy
| | - Andrea Lenzi
- Department of Experimental Medicine, Medical Pathophysiology, Food and Science and Endocrinology Section, "Sapienza" University of Rome, Rome, Italy
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18
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Hassouni ME, Tafraouti A, Toumi H, Lespessailles E, Jennane R. Fractional Brownian Motion and Rao Geodesic Distance for Bone X-Ray Image Characterization. IEEE J Biomed Health Inform 2016; 21:1347-1359. [PMID: 27775545 DOI: 10.1109/jbhi.2016.2619420] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Osteoporosis diagnosis has attracted particular attention in recent decades. Textured images from the microarchitecture of osteoporotic and healthy subjects show a high degree of similarity, increasing the difficulty of classifying such textures. Thus, the evaluation of osteoporosis from the bone X-ray images presents a major challenge for pattern recognition and medical applications. The purpose of this paper is to use the fractional Brownian motion (fBm) model and the probability density function of its increments to compute a similarity measure with the Rao geodesic distance to classify trabecular bone X-ray images. When evaluated on synthetic fBm images (test vectors) with the well-known Hurst parameter H, the proposed method met our expectations in which a good classification of the synthetic images was achieved. A clinical study was conducted on textured bone X-ray images from two different female populations of osteoporotic patients (fracture cases) and control subjects. Using the proposed method, an area under curve rate of 97% was achieved.
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20
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Densitometric evaluation of bone remodelling around Trabecular Metal Primary stem: a 24-month follow-up. Aging Clin Exp Res 2015; 27 Suppl 1:S69-75. [PMID: 26271819 DOI: 10.1007/s40520-015-0424-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Accepted: 07/09/2015] [Indexed: 10/23/2022]
Abstract
BACKGROUND Today, an increasing number of total hip arthroplasty (THA) procedures are being performed. Osseointegration is a physiological phenomenon that leads to the direct anchorage of an implant by the formation of bony tissue around the implant without the growth of fibrous tissue at the bone-implant interface. Several factors may affect this phenomenon: some of these depend on the patient and others may depend on implant design and materials. Variations in periprosthetic bone mineral density (BMD) can be studied through several scans by dual energy X-ray absorptiometry (DEXA) around the femoral stem. AIMS The purpose of this study is to investigate correlations between periprosthetic BMD and the factors affecting osseointegration. METHODS We retrospectively analysed patients who underwent primary THA. In all the patients, Trabecular Metal Primary (TMP), a standard uncemented tapered stem with a proximal porous tantalum coating, was implanted. Preoperatively, postoperatively, 3 and 6 months, 1 year and 2 years after implantation, DEXA scans were performed around the femoral stem. The patients were matched for diagnosis, sex, BMD of the lumbar spine and contralateral femur, Body Mass Index and age. RESULTS One hundred and eight patients (51 males and 57 females) with a mean age of 73 years were studied. Different BMD changing patterns were observed and a greater bone resorption was noted in all the conditions associated with poor bone quality. DISCUSSION The proximal coating of Trabecular Metal Primary (TMP) seemed to be effective in promoting new bone formation in the proximal femur also in the conditions associated with poor bone quality. CONCLUSIONS At the present time, DEXA is considered the most reliable tool for evaluating bone remodelling after THA.
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Harvey NC, Glüer CC, Binkley N, McCloskey EV, Brandi ML, Cooper C, Kendler D, Lamy O, Laslop A, Camargos BM, Reginster JY, Rizzoli R, Kanis JA. Trabecular bone score (TBS) as a new complementary approach for osteoporosis evaluation in clinical practice. Bone 2015; 78:216-24. [PMID: 25988660 PMCID: PMC4538791 DOI: 10.1016/j.bone.2015.05.016] [Citation(s) in RCA: 298] [Impact Index Per Article: 33.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Accepted: 05/12/2015] [Indexed: 12/21/2022]
Abstract
Trabecular bone score (TBS) is a recently-developed analytical tool that performs novel grey-level texture measurements on lumbar spine dual X-ray absorptiometry (DXA) images, and thereby captures information relating to trabecular microarchitecture. In order for TBS to usefully add to bone mineral density (BMD) and clinical risk factors in osteoporosis risk stratification, it must be independently associated with fracture risk, readily obtainable, and ideally, present a risk which is amenable to osteoporosis treatment. This paper summarizes a review of the scientific literature performed by a Working Group of the European Society for Clinical and Economic Aspects of Osteoporosis and Osteoarthritis. Low TBS is consistently associated with an increase in both prevalent and incident fractures that is partly independent of both clinical risk factors and areal BMD (aBMD) at the lumbar spine and proximal femur. More recently, TBS has been shown to have predictive value for fracture independent of fracture probabilities using the FRAX® algorithm. Although TBS changes with osteoporosis treatment, the magnitude is less than that of aBMD of the spine, and it is not clear how change in TBS relates to fracture risk reduction. TBS may also have a role in the assessment of fracture risk in some causes of secondary osteoporosis (e.g., diabetes, hyperparathyroidism and glucocorticoid-induced osteoporosis). In conclusion, there is a role for TBS in fracture risk assessment in combination with both aBMD and FRAX.
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Affiliation(s)
- N C Harvey
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK; NIHR Southampton Nutrition Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK.
| | - C C Glüer
- Sektion Biomedizinische Bildgebung, Klinik für Radiologie und Neuroradiologie, Universitätsklinikum Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - N Binkley
- Osteoporosis Clinical Research Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - E V McCloskey
- Centre for Metabolic Bone Diseases, University of Sheffield, Sheffield, UK
| | - M-L Brandi
- Department of Surgery and Translational Medicine, University of Florence, Florence, Italy
| | - C Cooper
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK; NIHR Southampton Nutrition Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK; NIHR Musculoskeletal Biomedical Research Unit, University of Oxford, Oxford, UK
| | - D Kendler
- Department of Medicine, University of British Columbia, Vancouver, Canada
| | - O Lamy
- Bone Unit, University Hospital, Lausanne, Switzerland
| | - A Laslop
- Scientific Office, Austrian Agency for Health and Food Safety, Vienna, Austria
| | - B M Camargos
- Unidade de Densitometria Óssea, Densimater Rede Materdei de Saúde, Belo Horizonte, MG, Brazil
| | - J-Y Reginster
- Department of Public Health, Epidemiology and Health Economics, University of Liege, Liege, Belgium
| | - R Rizzoli
- Service of Bone Diseases, Geneva University Hospitals and Faculty of Medicine, Geneva, Switzerland
| | - J A Kanis
- Centre for Metabolic Bone Diseases, University of Sheffield, Sheffield, UK.
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Fratoni V, Brandi ML. B vitamins, homocysteine and bone health. Nutrients 2015; 7:2176-92. [PMID: 25830943 PMCID: PMC4425139 DOI: 10.3390/nu7042176] [Citation(s) in RCA: 76] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Revised: 02/16/2015] [Accepted: 03/12/2015] [Indexed: 12/31/2022] Open
Abstract
Nutrition is one of the most important modifiable factors involved in the development and maintenance of good bone health. Calcium and Vitamin D have confirmed and established roles in the maintenance of proper bone health. However, other nutritional factors could also be implicated. This review will explore the emerging evidence of the supporting role of certain B Vitamins as modifiable factors associated with bone health. Individuals with high levels of homocysteine (hcy) exhibit reduced bone mineral density (BMD), alteration in microarchitecture and increased bone fragility. The pathophysiology caused by high serum homocysteine is not completely clear regarding fractures, but it may involve factors, such as bone mineral density, bone turnover, bone blood flow and collagen cross-linking. It is uncertain whether supplementation with B Vitamins, such as folate, Vitamin B1, and Vitamin B6, could decrease hip fracture incidence, but the results of further clinical trials should be awaited before a conclusion is drawn.
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Affiliation(s)
- Valentina Fratoni
- Department of Surgery and Traslational Medicine, University of Florence, Viale Pieraccini, 6-50139 Florence, Italy.
| | - Maria Luisa Brandi
- Department of Surgery and Traslational Medicine, University of Florence, Viale Pieraccini, 6-50139 Florence, Italy.
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