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Li D, Lu X, Gong Z, Liu S, Xu G, Wang H, Lu F, Xia X, Jiang J, Zhang X, Zou F, Ma X. Evaluation of the modified MRI vertebral bone quality score for bone quality in lumbar degenerative disorders. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2024; 33:3230-3241. [PMID: 38602526 DOI: 10.1007/s00586-024-08228-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 12/12/2023] [Accepted: 03/11/2024] [Indexed: 04/12/2024]
Abstract
OBJECTIVE The traditional VBQ scoring method may lead to overestimation due to the concentration of intravertebral fat and vascular structures in the posterior half of vertebral bodies, potentially resulting in false-positive outcomes. This study aims to modify the measurement method of VBQ score (Modified-VBQ) and evaluate its effectiveness in evaluating bone quality of lumbar degenerative diseases. METHODS Retrospective analysis was conducted on clinical data from patients undergoing lumbar surgery for degenerative diseases between September 2022 and September 2023. Preoperative lumbar t1-weighted Magnetic resonance imaging was used for both modified and traditional VBQ scoring. Computed tomography (CT) images and dual-energy X-ray absorptiometry (DEXA) data were collected through the picture archiving and communication system. The effectiveness of the modified VBQ score was evaluated, considering P < 0.05 as statistically significant. RESULTS The study included 212 patients, revealing a significant difference between the modified VBQ and VBQ scores (P < 0.0001). Notably, patients with a history of hyperlipidemia exhibited a significant difference between the two scores (P = 0.0037). The area under the ROC curve (AUC) for the modified VBQ was 0.86, surpassing the VBQ score (AUC = 0.74). Linear regression analysis demonstrated a moderate to strong correlation between the modified VBQ and DEXA T-score (r = - 0.49, P < 0.0001) and a high correlation with CT Hounsfield units (HU) values (r = - 0.60, P < 0.0001). CONCLUSION The modified VBQ score provides a simple, effective, and relatively accurate means of assessing bone quality in lumbar degenerative diseases. Preoperative implementation of the modified VBQ score facilitates rapid screening for patients with abnormal bone quality.
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Affiliation(s)
- Dachuan Li
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China
| | - Xiao Lu
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China
| | - Zhaoyang Gong
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China
| | - Siyang Liu
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China
| | - Guangyu Xu
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China.
| | - Hongli Wang
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China
| | - Feizhou Lu
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China
| | - Xinlei Xia
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China
| | - Jianyuan Jiang
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China
| | - Xuesen Zhang
- Department of Orthopedics, Wuzhong People's Hospital, 143 Xinmin Road, Litong District, Wuzhong, 751100, Ningxia, China
| | - Fei Zou
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China.
| | - Xiaosheng Ma
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China.
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Li W, Wang W, Zhang M, Chen Q, Li S. Associations of marrow fat fraction with MR imaging based trabecular bone microarchitecture in first-time diagnosed type 1 diabetes mellitus. Front Endocrinol (Lausanne) 2024; 15:1287591. [PMID: 38774224 PMCID: PMC11106440 DOI: 10.3389/fendo.2024.1287591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Accepted: 04/24/2024] [Indexed: 05/24/2024] Open
Abstract
Purpose To determine whether there are alterations in marrow fat content in individuals first-time diagnosed with type 1 diabetes mellitus (T1DM) and to explore the associations between marrow fat fraction and MRI-based findings in trabecular bone microarchitecture. Method A case-control study was conducted, involving adults with first-time diagnosed T1DM (n=35) and age- and sex-matched healthy adults (n=46). Dual-energy X-ray absorptiometry and 3 Tesla-MRI of the proximal tibia were performed to assess trabecular microarchitecture and vertebral marrow fat fraction. Multiple linear regression analysis was used to test the associations of marrow fat fraction with trabecular microarchitecture and bone density while adjusting for potential confounding factors. Results In individuals first-time diagnosed with T1DM, the marrow fat fraction was significantly higher (p < 0.001) compared to healthy controls. T1DM patients also exhibited higher trabecular separation [median (IQR): 2.19 (1.70, 2.68) vs 1.81 (1.62, 2.10), p < 0.001], lower trabecular volume [0.45 (0.30, 0.56) vs 0.53 (0.38, 0.60), p = 0.013], and lower trabecular number [0.37 (0.26, 0.44) vs 0.41 (0.32, 0.47), p = 0.020] compared to controls. However, bone density was similar between the two groups (p = 0.815). In individuals with T1DM, there was an inverse association between marrow fat fraction and trabecular volume (r = -0.69, p < 0.001) as well as trabecular number (r = -0.55, p < 0.001), and a positive association with trabecular separation (r = 0.75, p < 0.001). Marrow fat fraction was independently associated with total trabecular volume (standardized β = -0.21), trabecular number (β = -0.12), and trabecular separation (β = 0.57) of the proximal tibia after adjusting for various factors including age, gender, body mass index, physical activity, smoking status, alcohol consumption, blood glucose, plasma glycated hemoglobin, lipid profile, and bone turnover biomarkers. Conclusions Individuals first-time diagnosed with T1DM experience expansion of marrow adiposity, and elevated marrow fat content is associated with MRI-based trabecular microstructure.
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Affiliation(s)
- Wei Li
- Department of Radiology, Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
| | - Wei Wang
- Department of Radiology, Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
| | - Minlan Zhang
- Department of Laboratory Medicine, Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
| | - Qi Chen
- Department of Radiology, Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
| | - Shaojun Li
- Department of Radiology, Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
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Luo S, Guan X, Zhang Y, Zhang X, Wan Y, Deng X, Fu F. Quantitative evaluation of bone marrow characteristics in occult and subtle rib fractures by spectral CT. Jpn J Radiol 2023; 41:1117-1126. [PMID: 37140822 DOI: 10.1007/s11604-023-01436-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 04/18/2023] [Indexed: 05/05/2023]
Abstract
PURPOSE The present study aimed to determine whether the water content change in the medullary cavity of occult rib fractures by spectral computed tomography (CT). METHODS The material decomposition (MD) images were reconstructed using the water-hydroxyapatite basis material pairs from spectral CT. The water contents of the medullary cavity in subtle or occult rib fractures and the symmetrical sites of the contralateral ribs were measured, and their difference was calculated. The absolute value of the water content difference was compared to patients without trauma. An independent samples t-test was adopted to compare the consistency of the water content in the medullary cavity of the normal ribs. Intergroup and pairwise comparisons were applied to the difference in water content among the subtle/occult fractures and normal ribs, followed by receiver operating characteristic curve calculations. p < 0.05 was considered to have a statistically significant difference. RESULTS A total of 100 subtle fractures, 47 occult fractures, and 96 pairs of normal ribs were included in this study. The water content of the medullary cavity in the subtle and occult fractures was both higher than that in their symmetrical sites with the difference value of 31.06 ± 15.03 mg/cm3 and 27.83 ± 11.40 mg/cm3, respectively. These difference values between the subtle and occult fractures were not statistically significant (p = 0.497). For the normal ribs, the bilateral water contents were not statistically different (p > 0.05) with a difference value of 8.05 ± 6.13 mg/cm3. The increased water content of fractured ribs was higher than that of normal ribs (p < 0.001). According to the classification based on whether the ribs were fractured, the area under the curve was 0.94. CONCLUSIONS The water content measured on MD images in spectral CT in the medullary cavity increased as a response to subtle/occult rib fractures.
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Affiliation(s)
- Sipin Luo
- Department of Radiology, The Second Hospital of Tianjin Medical University, Tianjin, 300211, China
- Department of Radiology, Tianjin Hospital of Tianjin University, Tianjin, 300211, China
| | - Xiangzhen Guan
- Department of Radiology, The Second Hospital of Tianjin Medical University, Tianjin, 300211, China
- Department of Radiology, Teng-Zhou Central People's Hospital, No 181, Xingtan Road, Tengzhou, 277500, Shandong, China
| | - Yue Zhang
- Department of Radiology, Tianjin Hospital of Tianjin University, Tianjin, 300211, China
| | - Xuening Zhang
- Department of Radiology, The Second Hospital of Tianjin Medical University, Tianjin, 300211, China.
| | - Yeda Wan
- Department of Radiology, Tianjin Hospital of Tianjin University, Tianjin, 300211, China
| | - Xin Deng
- Department of Radiology, Tianjin Hospital of Tianjin University, Tianjin, 300211, China
| | - Fei Fu
- Department of Radiology, Tianjin Hospital of Tianjin University, Tianjin, 300211, China
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Garzón A, Perea JM, Arias R, Angón E, Caballero-Villalobos J. Efficiency of Manchega Sheep Milk Intended for Cheesemaking and Determination of Factors Causing Inefficiency. Animals (Basel) 2023; 13:ani13020255. [PMID: 36670795 PMCID: PMC9854559 DOI: 10.3390/ani13020255] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 01/06/2023] [Accepted: 01/08/2023] [Indexed: 01/15/2023] Open
Abstract
Understanding the factors that determine and regulate cheese yield would allow, through deterministic parametric efficiency models, the determination of the most appropriate milk characteristics for the industry, and the estimation of a technological value for these characteristics. The present study aims to evaluate coagulation performance of Manchega sheep milk intended for cheesemaking and explores two models to determine milk technological efficiency. For this purpose, 1200 Manchega sheep milk samples were collected, and analyses were performed for composition, milk coagulation properties (MCP), somatic cell count (SCC), and milk color values. A first model was built based on curd yield (CE) and a second one based on dry curd yield (DCE). GLM and MANCOVA analyses were used to identify the factors that determine curd yield efficiency, which mainly depended on pH, casein, and lactose content and, to a lesser extent, on the speed of coagulation and curd firmness. When comparing both models, differences were linked to the water retention capacity of the curd. Based on this, the DCE model was considered much more accurate for prediction of coagulation efficiency in a wider variety of cheeses, as it does not seem to be affected by moisture loss.
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Affiliation(s)
- Ana Garzón
- Departamento de Producción Animal, Universidad de Córdoba, 14071 Córdoba, Spain
| | - José M. Perea
- Departamento de Producción Animal, Universidad de Córdoba, 14071 Córdoba, Spain
| | - Ramón Arias
- Centro Regional de Selección y Reproducción Animal de Castilla-La Mancha, Valdepeñas, 13300 Ciudad Real, Spain
| | - Elena Angón
- Departamento de Producción Animal, Universidad de Córdoba, 14071 Córdoba, Spain
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Xu L, Gong Y, Zhao Q, Blake GM, Li K, Zhang Y, Liu Q, Li C, Cheng X. Risk Factors Associated with Bone Marrow Adiposity Deposition in Postmenopausal Women in the CASH China Study. Diabetes Metab Syndr Obes 2023; 16:1167-1176. [PMID: 37139348 PMCID: PMC10149774 DOI: 10.2147/dmso.s401910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Accepted: 04/16/2023] [Indexed: 05/05/2023] Open
Abstract
Purpose To investigated the factors that influence BMAC. Patients and Methods Quantitative computed tomography (QCT) and magnetic resonance imaging (MRI) were applied to measure abdominal fat areas, liver fat content, erector muscle fat content, and BMAC of the L2-4 vertebrae. Sex hormone, adipokine, and inflammatory factor levels were measured on the same day. Results Although age, erector muscle fat content, estradiol, testosterone, and adiponectin/leptin levels showed correlations with BMAC in the correlation analysis, the equations obtained from the whole population by multivariate analysis were unclear. Patients were stratified according to BMAC quartiles, and differences were found in vBMD, age, estradiol, testosterone, and erector muscle fat content among the four quartiles. Logistic analyses confirmed that age, estradiol/testosterone ratio, and TNF-α had independent effects on BMAC in all quartiles. In addition, height was related to higher BMAC quartiles, and glucose was related to lower BMAC quartiles. Conclusion Compared to other body fats, BMAC is a unique fat depot. Age, estradiol/testosterone ratio, and TNF-α are all key influencing factors related to BMAC in postmenopausal women. Furthermore, height and glucose levels were related to BMAC in the higher and lower BMAC quartiles, respectively.
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Affiliation(s)
- Li Xu
- Department of Radiology, Beijing Jishuitan Hospital, Beijing, People’s Republic of China
| | - Yanping Gong
- Department of Endocrinology, the Second Medical Center, the Chinese People’s Liberation Army General Hospital, National Clinical Research Center for Geriatric Disease, Beijing, 100853, People’s Republic of China
| | - Qian Zhao
- International Medical Center, Sichuan University West China Hospital, Chengdu, People’s Republic of China
| | - Glen M Blake
- Biomedical Engineering Department, King’s College London, London, UK
| | - Kai Li
- Department of Radiology, Beijing Jishuitan Hospital, Beijing, People’s Republic of China
| | - Yong Zhang
- Department of Radiology, Beijing Jishuitan Hospital, Beijing, People’s Republic of China
| | - Qianqian Liu
- Department of Endocrinology, the Second Medical Center, the Chinese People’s Liberation Army General Hospital, National Clinical Research Center for Geriatric Disease, Beijing, 100853, People’s Republic of China
| | - Chunlin Li
- Department of Endocrinology, the Second Medical Center, the Chinese People’s Liberation Army General Hospital, National Clinical Research Center for Geriatric Disease, Beijing, 100853, People’s Republic of China
- Chunlin Li, Department of Endocrinology, the Second Medical Center, the Chinese People’s Liberation Army General Hospital, National Clinical Research Center for Geriatric Disease, Beijing, 100853, People’s Republic of China, Email
| | - Xiaoguang Cheng
- Department of Radiology, Beijing Jishuitan Hospital, Beijing, People’s Republic of China
- Correspondence: Xiaoguang Cheng, Department of Radiology, Beijing Jishuitan Hospital, Beijing, 100035, People’s Republic of China, Email
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Elsharkasi HM, Chen SC, Steell L, Joseph S, Abdalrahaman N, McComb C, Johnston B, Foster J, Wong SC, Faisal Ahmed S. 3T-MRI-based age, sex and site-specific markers of musculoskeletal health in healthy children and young adults. Endocr Connect 2022; 11:e220034. [PMID: 35700237 PMCID: PMC9346338 DOI: 10.1530/ec-22-0034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2022] [Accepted: 06/13/2022] [Indexed: 11/08/2022]
Abstract
Objective The aim of this study is to investigate the role of 3T-MRI in assessing musculoskeletal health in children and young people. Design Bone, muscle and bone marrow imaging was performed in 161 healthy participants with a median age of 15.0 years (range, 8.0, 30.0). Methods Detailed assessment of bone microarchitecture (constructive interference in the steady state (CISS) sequence, voxel size 0.2 × 0.2 × 0.4 mm3), bone geometry (T1-weighted turbo spin echo (TSE) sequence, voxel size 0.4 × 0.4 × 2 mm3) and bone marrow (1H-MRS, point resolved spectroscopy sequence (PRESS) (single voxel size 20 × 20 × 20 mm3) size and muscle adiposity (Dixon, voxel size 1.1 × 1.1 × 2 mm3). Results There was an inverse association of apparent bone volume/total volume (appBV/TV) with age (r = -0.5, P < 0.0005). Cortical area, endosteal and periosteal circumferences and muscle cross-sectional area showed a positive association to age (r > 0.49, P < 0.0001). In those over 17 years of age, these parameters were also higher in males than females (P < 0.05). This sex difference was also evident for appBV/TV and bone marrow adiposity (BMA) in the older participants (P < 0.05). AppBV/TV showed a negative correlation with BMA (r = -0.22, P = 0.01) which also showed an association with muscle adiposity (r = 0.24, P = 0.04). Cortical geometric parameters were highly correlated with muscle area (r > 0.57, P < 0.01). Conclusions In addition to providing deep insight into the normal relationships between bone, fat and muscle in young people, these novel data emphasize the role of MRI as a non-invasive method for performing a comprehensive and integrated assessment of musculoskeletal health in the growing skeleton.
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Affiliation(s)
- Huda M Elsharkasi
- Developmental Endocrinology Research Group, University of Glasgow, Glasgow, UK
| | - Suet C Chen
- Developmental Endocrinology Research Group, University of Glasgow, Glasgow, UK
| | - Lewis Steell
- Developmental Endocrinology Research Group, University of Glasgow, Glasgow, UK
| | - Shuko Joseph
- Developmental Endocrinology Research Group, University of Glasgow, Glasgow, UK
- Paediatric Neurosciences Research Group, Royal Hospital for Children, NHS Greater Glasgow & Clyde, Glasgow, UK
| | - Naiemh Abdalrahaman
- Developmental Endocrinology Research Group, University of Glasgow, Glasgow, UK
| | - Christie McComb
- Department of Clinical Physics, NHS Greater Glasgow & Clyde, Glasgow, UK
| | - Blair Johnston
- Department of Clinical Physics, NHS Greater Glasgow & Clyde, Glasgow, UK
| | - John Foster
- Department of Clinical Physics, NHS Greater Glasgow & Clyde, Glasgow, UK
| | - Sze Choong Wong
- Developmental Endocrinology Research Group, University of Glasgow, Glasgow, UK
| | - S Faisal Ahmed
- Developmental Endocrinology Research Group, University of Glasgow, Glasgow, UK
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Belavy DL, Miller CT, Owen PJ, Rantalainen T, Connell D, Hahne AJ, Ford JJ, Trudel G. Exercise may impact on lumbar vertebrae marrow adipose tissue: Randomised controlled trial. Bone 2022; 157:116338. [PMID: 35085839 DOI: 10.1016/j.bone.2022.116338] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 12/21/2021] [Accepted: 01/12/2022] [Indexed: 01/27/2023]
Abstract
BACKGROUND Animal and human cross-sectional data suggest that bone marrow adipose tissue (MAT) may respond to mechanical loads and exercise. We conducted the first randomised controlled trial of exercise on MAT modulations in humans. METHODS Forty patients with chronic non-specific low back pain (NSCLBP) were enrolled in a six-month single-blinded randomised controlled trial (ACTRN12615001270505). Twenty patients loaded their spines via progressive upright aerobic and resistance exercises targeting major muscle groups (Exercise). Twenty patients performed non-weightbearing motor control training and manual therapy (Control). Testing occurred at baseline, 3-months (3mo) and 6-months (6mo). Lumbar vertebral fat fraction (VFF) was measured using magnetic resonance imaging axial mDixon sequences. RESULTS When compared to baseline (percent change), lumbar vertebral fat fraction (VFF; measured using magnetic resonance imaging axial mDixon sequences) was lower in Exercise at 3mo at L2 (-3.7[6.8]%, p = 0.033) and L4 (-2.6[4.1]%, p = 0.015), but not in Control. There were no between-group effects. The effects of Exercise on VFF were sex-specific, with VFF lower in men at L2, L3, L4 at 3mo and at L1, L2, L3 and L4 at 6mo (p all ≤ 0.05), but not in women. Leg and trunk lean mass were increased at 3mo in Exercise. Changes in VFF correlated significantly with changes in total fat (ρ = 0.40) and lean (ρ = -0.41) masses, but not with lumbar BMD (ρ = -0.10) or visceral adipose tissue volume (ρ = 0.23). CONCLUSIONS This trial provided first prospective evidence in humans that a moderate exercise intervention may modulate lumbar VFF as a surrogate measure of MAT at 3mo, yet not 6mo. The effect of exercise on MAT may be more prominent in males than females.
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Affiliation(s)
- Daniel L Belavy
- Hochschule für Gesundheit (University of Applied Sciences), Department of Applied Health Sciences, Division of Physiotherapy, Gesundheitscampus 6-8, 44801 Bochum, Germany; Deakin University, Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Geelong, Victoria, Australia.
| | - Clint T Miller
- Deakin University, Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Geelong, Victoria, Australia.
| | - Patrick J Owen
- Deakin University, Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Geelong, Victoria, Australia.
| | - Timo Rantalainen
- Deakin University, Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Geelong, Victoria, Australia; Gerontology Research Center and Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.
| | - David Connell
- Imaging@Olympic Park, Melbourne, Victoria, Australia.
| | - Andrew J Hahne
- Low Back Research Team, College of Science, Health & Engineering, La Trobe University, Bundoora, Victoria, Australia.
| | - Jon J Ford
- Low Back Research Team, College of Science, Health & Engineering, La Trobe University, Bundoora, Victoria, Australia; Advance HealthCare, Boronia, Victoria, Australia.
| | - Guy Trudel
- Division of Physical Medicine and Rehabilitation, Department of Medicine, Bone and Joint Research Laboratory, University of Ottawa, The Ottawa Hospital Research Institute, Canada.
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Sambri A, Fiore M, Giannini C, Pipola V, Zucchini R, Aparisi Gomez MP, Musa Aguiar P, Gasbarrini A, De Paolis M. Primary Tumors of the Sacrum: Imaging Findings. Curr Med Imaging 2021; 18:170-186. [PMID: 33982654 DOI: 10.2174/1573405617666210512011923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 01/25/2021] [Accepted: 01/28/2021] [Indexed: 11/22/2022]
Abstract
The diagnosis of sacral neoplasms is often delayed because they tend to remain clinically silent for a long time. Imaging is useful at all stages of managing sacral bone tumors: from the detection of the neoplasm to the long-term follow-up. Radiographs are recommended as the modality of choice to begin the imaging workup of a patient with known or suspected sacral pathology. More sensitive examinations such as computerized tomography (CT), magnetic resonance (MRI), or scintigraphy are often necessary. The morphological features of the lesions on CT and MRI help to orientate the diagnosis. Although some imaging characteristics are helpful to limit the differential diagnosis, an imaging-guided biopsy is often ultimately required to establish a specific diagnosis. Imaging is of paramount importance even in the long-term follow-up in order to assess any residual tumor when surgical resection is incomplete, to assess the efficacy of adjuvant chemotherapy and radiotherapy, and to detect recurrence.
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Affiliation(s)
- Andrea Sambri
- University of Bologna, Bologna, Italy.,IRCCS Azienda Ospedaliero Universitaria Policlinico di Sant’Orsola, Bologna, Italy
| | | | | | | | | | - Maria Pilar Aparisi Gomez
- Department of Radiology, Auckland City Hospital; 2 Park Road, Grafton, 1023 Auckland, New Zealand.,Department of Radiology, Hospital Vithas Nueve de Octubre; Calle Valle de la Ballestera, 59, 46015 Valencia, Spain
| | - Paula Musa Aguiar
- Serdil, Clinica de Radiologia e Diagnóstico por Imagem; R. São Luís, 96 - Santana, Porto Alegre - RS, 90620-170. Brazil
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Kim D, Kim SK, Lee SJ, Choo HJ, Park JW, Kim KY. Simultaneous Estimation of the Fat Fraction and R₂ * Via T₂ *-Corrected 6-Echo Dixon Volumetric Interpolated Breath-hold Examination Imaging for Osteopenia and Osteoporosis Detection: Correlations with Sex, Age, and Menopause. Korean J Radiol 2020; 20:916-930. [PMID: 31132817 PMCID: PMC6536792 DOI: 10.3348/kjr.2018.0032] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 01/14/2019] [Indexed: 01/18/2023] Open
Abstract
Objective To investigate the relationships of T2*-corrected 6-echo Dixon volumetric interpolated breath-hold examination (VIBE) imaging-based fat fraction (FF) and R2* values with bone mineral density (BMD); determine their associations with sex, age, and menopause; and evaluate the diagnostic performance of the FF and R2* for predicting osteopenia and osteoporosis. Materials and Methods This study included 153 subjects who had undergone magnetic resonance (MR) imaging, including MR spectroscopy (MRS) and T2*-corrected 6-echo Dixon VIBE imaging. The FF and R2* were measured at the L4 vertebra. The male and female groups were divided into two subgroups according to age or menopause. Lin's concordance and Pearson's correlation coefficients, Bland-Altman 95% limits of agreement, and the area under the curve (AUC) were calculated. Results The correlation between the spectroscopic and 6-echo Dixon VIBE imaging-based FF values was statistically significant for both readers (pc = 0.940 [reader 1], 0.908 [reader 2]; both p < 0.001). A small measurement bias was observed for the MRS-based FF for both readers (mean difference = −0.3% [reader 1], 0.1% [reader 2]). We found a moderate negative correlation between BMD and the FF (r = −0.411 [reader 1], −0.436 [reader 2]; both p <0.001) with younger men and premenopausal women showing higher correlations. R2* and BMD were more significantly correlated in women than in men, and the highest correlation was observed in postmenopausal women (r = 0.626 [reader 1], 0.644 [reader 2]; both p < 0.001). For predicting osteopenia and osteoporosis, the FF had a higher AUC in men and R2* had a higher AUC in women. The AUC for predicting osteoporosis was highest with a combination of the FF and R2* in postmenopausal women (AUC = 0.872 [reader 1], 0.867 [reader 2]; both p < 0.001). Conclusion The FF and R2* measured using T2*-corrected 6-echo Dixon VIBE imaging can serve as predictors of osteopenia and osteoporosis. R2* might be useful for predicting osteoporosis, especially in postmenopausal women.
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Affiliation(s)
- Donghyun Kim
- Department of Radiology, Inje University College of Medicine, Busan Paik Hospital, Busan, Korea
| | - Sung Kwan Kim
- Department of Radiology, Inje University College of Medicine, Busan Paik Hospital, Busan, Korea
| | - Sun Joo Lee
- Department of Radiology, Inje University College of Medicine, Busan Paik Hospital, Busan, Korea.
| | - Hye Jung Choo
- Department of Radiology, Inje University College of Medicine, Busan Paik Hospital, Busan, Korea
| | - Jung Won Park
- Department of Radiology, Inje University College of Medicine, Busan Paik Hospital, Busan, Korea
| | - Kun Yung Kim
- Department of Radiology, Chonbuk National University Hospital, Jeonju, Korea
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Multivariate analysis of covariance with potentially singular covariance matrices and non-normal responses. J MULTIVARIATE ANAL 2020. [DOI: 10.1016/j.jmva.2020.104594] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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11
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Sollmann N, Zoffl A, Franz D, Syväri J, Dieckmeyer M, Burian E, Klupp E, Hedderich DM, Holzapfel C, Drabsch T, Kirschke JS, Rummeny EJ, Zimmer C, Hauner H, Karampinos DC, Baum T. Regional variation in paraspinal muscle composition using chemical shift encoding-based water-fat MRI. Quant Imaging Med Surg 2020; 10:496-507. [PMID: 32190574 DOI: 10.21037/qims.2020.01.10] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Background Paraspinal musculature forms one of the largest muscle compartments of the human body, but evidence for regional variation of its composition and dependency on gender or body mass index (BMI) is scarce. Methods This study applied six-echo chemical shift encoding-based water-fat magnetic resonance imaging (MRI) at 3 Tesla in 76 subjects (24 males and 52 females, age: 40.0±13.7 years, BMI: 25.4±5.6 kg/m2) to evaluate the proton density fat fraction (PDFF) of psoas muscles and erector spinae muscles, with the latter being divided into three segments in relation to levels of spine anatomy (L3-L5, T12-L2, and T9-T11). Results For the psoas muscles and the erector spinae muscles (L3-L5), gender differences in PDFF values were observed (PDFF psoas muscles: males: 5.1%±3.4% vs. females: 6.0%±2.2%, P=0.006; PDFF erector spinae muscles L3-L5: males: 10.7%±7.6% vs. females: 18.2%±6.8%, P<0.001). Furthermore, the PDFF of the erector spinae muscles (L3-L5) showed higher PDFF values when compared to the other segments (PDFF erector spinae muscles L3-L5 vs. T12-L2: P<0.001; PDFF erector spinae muscles L3-L5 vs. T9-T11: P<0.001) and showed to be independent of BMI, which was not the case for the other segments (T12-L2 or T9-T11) or the psoas muscles. When considering age and BMI as control variables, correlations of PDFF between segments of the erector spinae muscles remained significant for both genders. Conclusions This study explored regional variation of paraspinal muscle composition and dependency on gender and BMI, thus offering new insights into muscle physiology. The PDFF of the erector spinae muscles (L3-L5) was independent of BMI, suggesting that this level may be suited for representative paraspinal muscle segmentation and PDFF extraction as a biomarker for muscle alterations in the future.
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Affiliation(s)
- Nico Sollmann
- Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Agnes Zoffl
- Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Daniela Franz
- Department of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Jan Syväri
- Department of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Michael Dieckmeyer
- Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Egon Burian
- Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Elisabeth Klupp
- Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Dennis M Hedderich
- Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Christina Holzapfel
- Institute for Nutritional Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Theresa Drabsch
- Institute for Nutritional Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Jan S Kirschke
- Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Ernst J Rummeny
- Department of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Claus Zimmer
- Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Hans Hauner
- Institute for Nutritional Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Dimitrios C Karampinos
- Department of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Thomas Baum
- Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
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Zhang X, Pang H, Dong Y, Shi D, Liu F, Luo Y, Yu T, Wang X. A study of dynamic contrast-enhanced MR imaging features and influence factors of pelvic bone marrow in adult females. Osteoporos Int 2019; 30:2469-2476. [PMID: 31451839 DOI: 10.1007/s00198-019-05145-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Accepted: 08/21/2019] [Indexed: 11/26/2022]
Abstract
UNLABELLED Perfusion of the pelvic bone marrow is reduced in the postmenopausal group and with age. Quantitative dynamic contrast-enhanced MRI could reflect the blood supply characteristics and hemodynamic changes of the pelvic bone marrow. These results contribute to the description of osteoporosis in the postmenopausal females and the elderly. INTRODUCTION To investigate the effect of menstrual status and age on the perfusion of pelvic bone marrow in adult females using quantitative dynamic contrast-enhanced MRI (DCE-MRI). METHODS In total, 96 adult females who underwent DCE-MRI between September 2017 and December 2017 were included. All the subjects' quantitative DCE-MRI parameters of pelvic bone marrow were measured and retrospectively analyzed, including Ktrans (volume transfer constant), Kep (efflux rate constant), and Ve (interstitial volume). According to their menstrual status, the subjects were divided into a premenopausal group (n = 39) and a postmenopausal group (n = 57), and the two groups were then divided into four subgroups according to age. The intraobserver reliability was assessed by the intraclass correlation coefficient (ICC). The parameters were compared between different menstrual status groups and age subgroups by Mann-Whitney test, and Spearman correlation analysis was used to evaluate the correlation between the age and the quantitative parameters. RESULTS The ICCs of the Ktrans, Kep, and Ve values were 0.989, 0.974, and 0.920, respectively. Ktrans, Kep, and Ve of the premenopausal group were significantly higher than those of the postmenopausal group (P < 0.05). The overall age was negatively correlated with Ktrans, Kep, and Ve (r = - 0.590, - 0.357, and - 0.381, respectively, P < 0.05). In the premenopausal group, Ktrans and Ve were significantly higher in subgroup 1 (≤ 40 years) compared with subgroup 2 (> 40 years) (P < 0.05), and age showed a negative correlation with Ktrans and Ve (r = - 0.344 and - 0.334, respectively, P < 0.05). In the postmenopausal group, Ktrans and Kep were significantly higher in subgroup 3 (≤ 60 years) compared with subgroup 4 (> 60 years) (P < 0.05), and age showed a negative correlation with Ktrans and Kep (r = - 0.460 and - 0.303, respectively, P < 0.05). CONCLUSION Menstrual status and age have significant effects on the perfusion of the pelvic bone marrow microenvironment in adult females and that the microenvironment of the pelvic bone marrow displays different changes at different age stages. Quantitative DCE-MRI has contributed to the interpretation of the pelvic bone marrow perfusion status.
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Affiliation(s)
- X Zhang
- Department of Radiology, Liaoning Cancer Hospital & Institute, China Medical University, Shenyang, 110042, Liaoning, China
| | - H Pang
- Department of Radiology, Liaoning Cancer Hospital & Institute, China Medical University, Shenyang, 110042, Liaoning, China
| | - Y Dong
- Department of Radiology, Liaoning Cancer Hospital & Institute, China Medical University, Shenyang, 110042, Liaoning, China.
| | - D Shi
- Department of Radiology, Liaoning Cancer Hospital & Institute, China Medical University, Shenyang, 110042, Liaoning, China
| | - F Liu
- Department of Radiology, Liaoning Cancer Hospital & Institute, China Medical University, Shenyang, 110042, Liaoning, China
| | - Y Luo
- Department of Radiology, Liaoning Cancer Hospital & Institute, China Medical University, Shenyang, 110042, Liaoning, China
| | - T Yu
- Department of Radiology, Liaoning Cancer Hospital & Institute, China Medical University, Shenyang, 110042, Liaoning, China
| | - X Wang
- Department of Radiology, Liaoning Cancer Hospital & Institute, China Medical University, Shenyang, 110042, Liaoning, China
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Swamy A, Burström G, Spliethoff JW, Babic D, Ruschke S, Racadio JM, Edström E, Terander AE, Dankelman J, Hendriks BHW. Validation of diffuse reflectance spectroscopy with magnetic resonance imaging for accurate vertebral bone fat fraction quantification. BIOMEDICAL OPTICS EXPRESS 2019; 10:4316-4328. [PMID: 31453013 PMCID: PMC6701522 DOI: 10.1364/boe.10.004316] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 06/09/2019] [Accepted: 06/11/2019] [Indexed: 05/12/2023]
Abstract
Safe and accurate placement of pedicle screws remains a critical step in open and minimally invasive spine surgery. The diffuse reflectance spectroscopy (DRS) technique may offer the possibility of intra-operative guidance for pedicle screw placement. Currently, Magnetic Resonance Imaging (MRI) is one of the most accurate techniques used to measure fat concentration in tissues. Therefore, the purpose of this study is to compare the accuracy of fat content measured invasively in vertebrae using DRS and validate it against the Proton density fat fraction (PDFF) derived via MRI. Chemical shift-encoding-based water-fat imaging of the spine was first performed on six cadavers. PDFF images were computed and manually segmented. 23 insertions using a custom-made screw probe with integrated optical fibers were then performed under cone beam computer tomography (CBCT). DR spectra were recorded at several positions along the trajectory as the optical screw probe was inserted turn by turn into the vertebral body. Fat fractions determined via DRS and MRI techniques were compared by spatially correlating the optical screw probe position within the vertebrae on CBCT images with respect to the PDFF images. The fat fraction determined by DRS was found to have a high correlation with those determined by MRI, with a Pearson coefficient of 0.950 (P< 0.001) as compared with PDFF measurements calculated from the MRI technique. Additionally, the two techniques were found to be comparable for fat fraction quantification within vertebral bodies (R2 = 0.905).
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Affiliation(s)
- Akash Swamy
- Department of Biomechanical Engineering, Delft University of Technology, Mekelweg 2, 2628 CD, Delft, the Netherlands
- Department of In-body Systems, Philips Research, Royal Philips NV, High Tech Campus 34, 5656 AE, Eindhoven, the Netherlands
| | - Gustav Burström
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden and Department of Neurosurgery, Karolinska University Hospital, 17176, Stockholm, Sweden
| | - Jarich W. Spliethoff
- Department of In-body Systems, Philips Research, Royal Philips NV, High Tech Campus 34, 5656 AE, Eindhoven, the Netherlands
| | - Drazenko Babic
- Department of In-body Systems, Philips Research, Royal Philips NV, High Tech Campus 34, 5656 AE, Eindhoven, the Netherlands
| | - Stefan Ruschke
- Department of Radiology, Klinikum rechts der Isar, Technical University of Munich, Ismaninger Straße 22, 81675 München, Germany
| | - John M. Racadio
- Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, Ohio, USA
| | - Erik Edström
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden and Department of Neurosurgery, Karolinska University Hospital, 17176, Stockholm, Sweden
| | - Adrian Elmi Terander
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden and Department of Neurosurgery, Karolinska University Hospital, 17176, Stockholm, Sweden
| | - Jenny Dankelman
- Department of Biomechanical Engineering, Delft University of Technology, Mekelweg 2, 2628 CD, Delft, the Netherlands
| | - Benno H. W. Hendriks
- Department of Biomechanical Engineering, Delft University of Technology, Mekelweg 2, 2628 CD, Delft, the Netherlands
- Department of In-body Systems, Philips Research, Royal Philips NV, High Tech Campus 34, 5656 AE, Eindhoven, the Netherlands
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Abstract
Bone strength is affected not only by bone mineral density (BMD) and bone microarchitecture but also its microenvironment. Recent studies have focused on the role of marrow adipose tissue (MAT) in the pathogenesis of bone loss. Osteoblasts and adipocytes arise from a common mesenchymal stem cell within bone marrow and many osteoporotic states, including aging, medication use, immobility, over - and undernutrition are associated with increased marrow adiposity. Advancements in imaging technology allow the non-invasive quantification of MAT. This article will review magnetic resonance imaging (MRI)- and computed tomography (CT)-based imaging technologies to assess the amount and composition of MAT. The techniques that will be discussed are anatomic T1-weighted MRI, water-fat imaging, proton MR spectroscopy, single energy CT and dual energy CT. Clinical applications of MRI and CT techniques to determine the role of MAT in patients with obesity, anorexia nervosa, and type 2 diabetes will be reviewed.
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Affiliation(s)
- Vibha Singhal
- Pediatric Endocrine Unit, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, United States
| | - Miriam A Bredella
- Department of Radiology, Musculoskeletal Imaging and Interventions, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, United States.
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15
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Bukowska J, Frazier T, Smith S, Brown T, Bender R, McCarthy M, Wu X, Bunnell BA, Gimble JM. Bone Marrow Adipocyte Developmental Origin and Biology. Curr Osteoporos Rep 2018; 16:312-319. [PMID: 29667012 PMCID: PMC5948173 DOI: 10.1007/s11914-018-0442-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
PURPOSE OF REVIEW This review explores how the relationships between bone marrow adipose tissue (BMAT) adipogenesis with advancing age, obesity, and/or bone diseases (osteopenia or osteoporosis) contribute to mechanisms underlying musculoskeletal pathophysiology. RECENT FINDINGS Recent studies have re-defined adipose tissue as a dynamic, vital organ with functions extending beyond its historic identity restricted solely to that of an energy reservoir or sink. "State of the art" methodologies provide novel insights into the developmental origin, physiology, and function of different adipose tissue depots. These include genetic tracking of adipose progenitors, viral vectors application, and sophisticated non-invasive imaging modalities. While constricted within the rigid bone cavity, BMAT vigorously contributes to local and systemic metabolic processes including hematopoiesis, osteogenesis, and energy metabolism and undergoes dynamic changes as a function of age, diet, bone topography, or sex. These insights will impact future research and therapies relating to osteoporosis.
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Affiliation(s)
- Joanna Bukowska
- Institute of Animal Reproduction and Food Research, Polish Academy of Sciences, Olsztyn, Poland
| | - Trivia Frazier
- LaCell LLC, New Orleans, LA, USA
- Obatala Sciences, Inc., New Orleans, LA, USA
| | | | - Theodore Brown
- Center for Stem Cell Research and Regenerative Medicine, Tulane University School of Medicine, New Orleans, LA, USA
| | | | - Michelle McCarthy
- Center for Stem Cell Research and Regenerative Medicine, Tulane University School of Medicine, New Orleans, LA, USA
| | - Xiying Wu
- LaCell LLC, New Orleans, LA, USA
- Obatala Sciences, Inc., New Orleans, LA, USA
| | - Bruce A Bunnell
- Center for Stem Cell Research and Regenerative Medicine, Tulane University School of Medicine, New Orleans, LA, USA
| | - Jeffrey M Gimble
- LaCell LLC, New Orleans, LA, USA.
- Obatala Sciences, Inc., New Orleans, LA, USA.
- Center for Stem Cell Research and Regenerative Medicine, Tulane University School of Medicine, New Orleans, LA, USA.
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Salas-Ramirez M, Tran-Gia J, Kesenheimer C, Weng AM, Kosmala A, Heidemeier A, Köstler H, Lassmann M. Quantification of fat fraction in lumbar vertebrae: correlation with age and implications for bone marrow dosimetry in molecular radiotherapy. ACTA ACUST UNITED AC 2018; 63:025029. [DOI: 10.1088/1361-6560/aa9a28] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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17
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Neumayer B, Widek T, Stollberger R, Scheurer E. Reproducibility of relaxometry of human lumbar vertebrae at 3 Tesla using 1
H MR spectroscopy. J Magn Reson Imaging 2017; 48:153-159. [DOI: 10.1002/jmri.25912] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Accepted: 11/14/2017] [Indexed: 02/04/2023] Open
Affiliation(s)
- Bernhard Neumayer
- Ludwig Boltzmann Institute for Clinical Forensic Imaging; Graz Austria
- BioTechMed-Graz; Austria
| | - Thomas Widek
- Ludwig Boltzmann Institute for Clinical Forensic Imaging; Graz Austria
- BioTechMed-Graz; Austria
| | - Rudolf Stollberger
- BioTechMed-Graz; Austria
- Institute of Medical Engineering; Graz University of Technology; Graz Austria
| | - Eva Scheurer
- Institute of Forensic Medicine; University of Basel; Basel Switzerland
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18
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Karampinos DC, Ruschke S, Dieckmeyer M, Diefenbach M, Franz D, Gersing AS, Krug R, Baum T. Quantitative MRI and spectroscopy of bone marrow. J Magn Reson Imaging 2017; 47:332-353. [PMID: 28570033 PMCID: PMC5811907 DOI: 10.1002/jmri.25769] [Citation(s) in RCA: 167] [Impact Index Per Article: 23.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Accepted: 05/05/2017] [Indexed: 12/13/2022] Open
Abstract
Bone marrow is one of the largest organs in the human body, enclosing adipocytes, hematopoietic stem cells, which are responsible for blood cell production, and mesenchymal stem cells, which are responsible for the production of adipocytes and bone cells. Magnetic resonance imaging (MRI) is the ideal imaging modality to monitor bone marrow changes in healthy and pathological states, thanks to its inherent rich soft‐tissue contrast. Quantitative bone marrow MRI and magnetic resonance spectroscopy (MRS) techniques have been also developed in order to quantify changes in bone marrow water–fat composition, cellularity and perfusion in different pathologies, and to assist in understanding the role of bone marrow in the pathophysiology of systemic diseases (e.g. osteoporosis). The present review summarizes a large selection of studies published until March 2017 in proton‐based quantitative MRI and MRS of bone marrow. Some basic knowledge about bone marrow anatomy and physiology is first reviewed. The most important technical aspects of quantitative MR methods measuring bone marrow water–fat composition, fatty acid composition, perfusion, and diffusion are then described. Finally, previous MR studies are reviewed on the application of quantitative MR techniques in both healthy aging and diseased bone marrow affected by osteoporosis, fractures, metabolic diseases, multiple myeloma, and bone metastases. Level of Evidence: 3 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2018;47:332–353.
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Affiliation(s)
- Dimitrios C Karampinos
- Department of Diagnostic and Interventional Radiology, Technical University of Munich, Munich, Germany
| | - Stefan Ruschke
- Department of Diagnostic and Interventional Radiology, Technical University of Munich, Munich, Germany
| | - Michael Dieckmeyer
- Department of Diagnostic and Interventional Radiology, Technical University of Munich, Munich, Germany
| | - Maximilian Diefenbach
- Department of Diagnostic and Interventional Radiology, Technical University of Munich, Munich, Germany
| | - Daniela Franz
- Department of Diagnostic and Interventional Radiology, Technical University of Munich, Munich, Germany
| | - Alexandra S Gersing
- Department of Diagnostic and Interventional Radiology, Technical University of Munich, Munich, Germany
| | - Roland Krug
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California, USA
| | - Thomas Baum
- Section for Diagnostic and Interventional Neuroradiology, Technical University of Munich, Munich, Germany
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Measurement of vertebral bone marrow proton density fat fraction in children using quantitative water-fat MRI. MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE 2017; 30:449-460. [PMID: 28382554 DOI: 10.1007/s10334-017-0617-0] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Revised: 03/23/2017] [Accepted: 03/24/2017] [Indexed: 12/21/2022]
Abstract
OBJECTIVES To investigate the feasibility of employing a 3D time-interleaved multi-echo gradient-echo (TIMGRE) sequence to measure the proton density fat fraction (PDFF) in the vertebral bone marrow (VBM) of children and to examine cross-sectional changes with age and intra-individual variations from the lumbar to the cervical region in the first two decades of life. MATERIALS AND METHODS Quantitative water-fat imaging of the spine was performed in 93 patients (49 girls; 44 boys; age median 4.5 years; range 0.1-17.6 years). For data acquisition, a six-echo 3D TIMGRE sequence was used with phase correction and complex-based water-fat separation. Additionally, single-voxel MR spectroscopy (MRS) was performed in the L4 vertebrae of 37 patients. VBM was manually segmented in the midsagittal slice of each vertebra. Univariable and multivariable linear regression models were calculated between averaged lumbar, thoracic and cervical bone marrow PDFF and age with adjustments for sex, height, weight, and body mass index percentile. RESULTS Measured VBM PDFF correlated strongly between imaging and MRS (R 2 = 0.92, slope = 0.94, intercept = -0.72%). Lumbar, thoracic and cervical VBM PDFF correlated significantly (all p < 0.001) with the natural logarithm of age. Differences between female and male patients were not significant (p > 0.05). CONCLUSION VBM development in children showed a sex-independent cross-sectional increase of PDFF correlating with the natural logarithm of age and an intra-individual decrease of PDFF from the lumbar to the cervical region in all age groups. The present results demonstrate the feasibility of using a 3D TIMGRE sequence for PDFF assessment in VBM of children.
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20
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Huovinen V, Bucci M, Lipponen H, Kiviranta R, Sandboge S, Raiko J, Koskinen S, Koskensalo K, Eriksson JG, Parkkola R, Iozzo P, Nuutila P. Femoral Bone Marrow Insulin Sensitivity Is Increased by Resistance Training in Elderly Female Offspring of Overweight and Obese Mothers. PLoS One 2016; 11:e0163723. [PMID: 27669153 PMCID: PMC5036877 DOI: 10.1371/journal.pone.0163723] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Accepted: 09/09/2016] [Indexed: 12/25/2022] Open
Abstract
Bone marrow insulin sensitivity may be an important factor for bone health in addition to bone mineral density especially in insulin resistant conditions. First we aimed to study if prenatal maternal obesity plays a role in determining bone marrow insulin sensitivity in elderly female offspring. Secondly we studied if a four-month individualized resistance training intervention increases bone marrow insulin sensitivity in elderly female offspring and whether this possible positive outcome is regulated by the offspring’s mother’s obesity status. 37 frail elderly females (mean age 71.9 ± 3.1 years) of which 20 were offspring of lean/normal-weight mothers (OLM, maternal BMI ≤ 26.3 kg/m2) and 17 were offspring of obese/overweight mothers (OOM, maternal BMI ≥ 28.1 kg/m2) were studied before and after a four-month individualized resistance training intervention. Nine age- and sex-matched non-frail controls (maternal BMI ≤ 26.3 kg/m2) were studied at baseline. Femoral bone marrow (FBM) and vertebral bone marrow (VBM) insulin sensitivity were measured using [18F]fluoro-2-deoxy-D-glucose positron emission tomography with computer tomography under hyperinsulinemic euglycemic clamp. We found that bone marrow insulin sensitivity was not related to maternal obesity status but FBM insulin sensitivity correlated with whole body insulin sensitivity (R = 0.487, p = 0.001). A four-month resistance training intervention increased FBM insulin sensitivity by 47% (p = 0.006) only in OOM, while VBM insulin sensitivity remained unchanged regardless of the maternal obesity status. In conclusion, FBM and VBM glucose metabolism reacts differently to a four-month resistance training intervention in elderly women according to their maternal obesity status. TRIAL REGISTRATION ClinicalTrials.gov NCT01931540.
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Affiliation(s)
- Ville Huovinen
- Turku PET Centre, University of Turku, Turku, Finland
- Department of Radiology, University of Turku and Turku University Hospital, Turku, Finland
| | - Marco Bucci
- Turku PET Centre, University of Turku, Turku, Finland
| | - Heta Lipponen
- Turku PET Centre, University of Turku, Turku, Finland
| | - Riku Kiviranta
- Department of Endocrinology, Turku University Hospital, Turku, Finland
- Departments of Medicine and Medical Biochemistry and Genetics, University of Turku, Turku, Finland
| | - Samuel Sandboge
- Folkhälsan Research Centre, Helsinki, Finland
- National Institute for Health and Welfare, Department of Chronic Disease Prevention, Helsinki, Finland
| | - Juho Raiko
- Turku PET Centre, University of Turku, Turku, Finland
| | - Suvi Koskinen
- Turku PET Centre, University of Turku, Turku, Finland
| | | | - Johan G. Eriksson
- National Institute for Health and Welfare, Department of Chronic Disease Prevention, Helsinki, Finland
- Department of General Practice and Primary Health Care, University of Helsinki, and Helsinki University Hospital Finland, Helsinki, Finland
| | - Riitta Parkkola
- Turku PET Centre, University of Turku, Turku, Finland
- Department of Radiology, University of Turku and Turku University Hospital, Turku, Finland
| | - Patricia Iozzo
- Turku PET Centre, University of Turku, Turku, Finland
- Institute of Clinical Physiology, National Research Council (CNR), Pisa, Italy
| | - Pirjo Nuutila
- Turku PET Centre, University of Turku, Turku, Finland
- Department of Endocrinology, Turku University Hospital, Turku, Finland
- * E-mail:
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Plummer J, Park M, Perodin F, Horowitz MC, Hens JR. Methionine-Restricted Diet Increases miRNAs That Can Target RUNX2 Expression and Alters Bone Structure in Young Mice. J Cell Biochem 2016; 118:31-42. [PMID: 27191548 DOI: 10.1002/jcb.25604] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2016] [Accepted: 05/17/2016] [Indexed: 12/21/2022]
Abstract
Dietary methionine restriction (MR) increases longevity and improves healthspan in rodent models. Young male C57BL/6J mice were placed on MR to assess effects on bone structure and formation. Mice were fed diets containing 0.86% or 0.12% methionine for 5 weeks. Fasting blood plasma was analyzed for metabolic and bone-related biomarkers. Tibiae were analyzed by histomorphometry, while femurs were analyzed by micro-CT and biomechanically using 4-point bending. MR mice had reduced plasma glucose and insulin, while FGF21 and FGF23 increased. Plasma levels of osteocalcin and osteoprotegrin were unaffected, but sclerostin and procollagen I decreased. MR induced bone marrow fat accretion, antithetical to the reduced fat depots seen throughout the body. Cortical bone showed significant decreases in Bone Tissue Density (BTD). In trabecular bone, mice had decreased BTD, bone surface, trabecula and bone volume, and trabecular thickness.. Biomechanical testing showed that on MR, bones were significantly less stiff and had reduced maximum load and total work, suggesting greater fragility. Reduced expression of RUNX2 occurred in bone marrow of MR mice. These results suggest that MR alters bone remodeling and apposition. In MR mice, miR-31 in plasma and liver, and miR-133a, miR-335-5p, and miR-204 in the bone marrow was elevated. These miRNAs were shown previously to target and regulate Osterix and RUNX2 in bone, which could inhibit osteoblast differentiation and function. Therefore, dietary MR in young animals alters bone structure by increasing miRNAs in bone and liver that can target RUNX2. J. Cell. Biochem. 118: 31-42, 2017. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Jason Plummer
- Orentreich Foundation for the Advancement of Science, Inc., Cold Spring, New York
| | - Miri Park
- Orentreich Foundation for the Advancement of Science, Inc., Cold Spring, New York
| | - Frantz Perodin
- Orentreich Foundation for the Advancement of Science, Inc., Cold Spring, New York
| | - Mark C Horowitz
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, Connecticut
| | - Julie R Hens
- Orentreich Foundation for the Advancement of Science, Inc., Cold Spring, New York
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22
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Yang Y, Luo X, Yan F, Jiang Z, Li Y, Fang C, Shen J. Effect of zoledronic acid on vertebral marrow adiposity in postmenopausal osteoporosis assessed by MR spectroscopy. Skeletal Radiol 2015; 44:1499-505. [PMID: 26130070 DOI: 10.1007/s00256-015-2200-y] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2015] [Revised: 06/02/2015] [Accepted: 06/11/2015] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Zoledronic acid (ZOL) has a suppressive effect on marrow adiposity in ovariectomized rats. Currently, however, data on the effect of ZOL on marrow fat in humans are unavailable. The purpose of this work was to determine the in vivo effect of ZOL on bone remodeling and marrow adipogenesis in postmenopausal osteoporosis. MATERIALS AND METHODS In a 12-month, randomized, double-blind, placebo-controlled trial, we studied 100 postmenopausal women with osteoporosis who were randomly given either a single dose of intravenous infusion of ZOL (5 mg) or placebo. All subjects received adequate dietary calcium and vitamin D3. Main outcome measures included bone mineral density by dual-energy X-ray absorptiometry, vertebral marrow fat content by proton MR spectroscopy, serum markers of bone turnover by biochemical analysis. RESULTS Ninety percent of the participants completed the 12-month follow-up. With respect to baselines, marrow fat content reduced by 8.1% in the ZOL-treated women and increased by 3.0% in the controls (all p < 0.05). In addition, there were significant increases of bone mineral density by 2.8, 2.0, and 1.7% in the lumbar spine, femoral neck, and total hip, respectively, in the ZOL group compared with the placebo group. Serum levels of bone resorption marker CTX and bone formation marker BALP decreased by 33 and 18% in postmenopausal women receiving ZOL. CONCLUSIONS In postmenopausal women with osteoporosis, a single dose of ZOL therapy significantly reduced marrow adiposity. MR spectroscopy of vertebral marrow fat may therefore serve as a novel tool for BMD-independent efficacy assessment.
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Affiliation(s)
- Yi Yang
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197, Ruijin Er Road, Shanghai, 200025, China
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23
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Gray A, Maguire T, Schloss R, Yarmush ML. Identification of IL-1β and LPS as optimal activators of monolayer and alginate-encapsulated mesenchymal stromal cell immunomodulation using design of experiments and statistical methods. Biotechnol Prog 2015; 31:1058-70. [PMID: 25958832 DOI: 10.1002/btpr.2103] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2015] [Revised: 04/23/2015] [Indexed: 12/13/2022]
Abstract
Induction of therapeutic mesenchymal stromal cell (MSC) function is dependent upon activating factors present in diseased or injured tissue microenvironments. These functions include modulation of macrophage phenotype via secreted molecules including prostaglandin E2 (PGE2). Many approaches aim to optimize MSC-based therapies, including preconditioning using soluble factors and cell immobilization in biomaterials. However, optimization of MSC function is usually inefficient as only a few factors are manipulated in parallel. We utilized fractional factorial design of experiments to screen a panel of 6 molecules (lipopolysaccharide [LPS], polyinosinic-polycytidylic acid [poly(I:C)], interleukin [IL]-6, IL-1β, interferon [IFN]-β, and IFN-γ), individually and in combinations, for the upregulation of MSC PGE2 secretion and attenuation of macrophage secretion of tumor necrosis factor (TNF)-α, a pro-inflammatory molecule, by activated-MSC conditioned medium (CM). We used multivariable linear regression (MLR) and analysis of covariance to determine differences in functions of optimal factors on monolayer MSCs and alginate-encapsulated MSCs (eMSCs). The screen revealed that LPS and IL-1β potently activated monolayer MSCs to enhance PGE2 production and attenuate macrophage TNF-α. Activation by LPS and IL-1β together synergistically increased MSC PGE2, but did not synergistically reduce macrophage TNF-α. MLR and covariate analysis revealed that macrophage TNF-α was strongly dependent on the MSC activation factor, PGE2 level, and macrophage donor but not MSC culture format (monolayer versus encapsulated). The results demonstrate the feasibility and utility of using statistical approaches for higher throughput cell analysis. This approach can be extended to develop activation schemes to maximize MSC and MSC-biomaterial functions prior to transplantation to improve MSC therapies.
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Affiliation(s)
- Andrea Gray
- Dept. of Biomedical Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ, 08854
| | - Timothy Maguire
- Dept. of Biomedical Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ, 08854
| | - Rene Schloss
- Dept. of Biomedical Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ, 08854
| | - Martin L Yarmush
- Dept. of Biomedical Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ, 08854
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24
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Dieckmeyer M, Ruschke S, Cordes C, Yap SP, Kooijman H, Hauner H, Rummeny EJ, Bauer JS, Baum T, Karampinos DC. The need for T₂ correction on MRS-based vertebral bone marrow fat quantification: implications for bone marrow fat fraction age dependence. NMR IN BIOMEDICINE 2015; 28:432-9. [PMID: 25683154 DOI: 10.1002/nbm.3267] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2014] [Revised: 01/09/2015] [Accepted: 01/12/2015] [Indexed: 05/26/2023]
Abstract
Vertebral bone marrow fat quantification using single-voxel MRS is confounded by overlapping water-fat peaks and the difference in T2 relaxation time between water and fat components. The purposes of the present study were: (i) to determine the proton density fat fraction (PDFF) of vertebral bone marrow using single-voxel multi-TE MRS, addressing these confounding effects; and (ii) to investigate the implications of these corrections with respect to the age dependence of the PDFF. Single-voxel MRS was performed in the L5 vertebral body of 86 subjects (54 women and 32 men). To reliably extract the water peak from the overlying fat peaks, the mean bone marrow fat spectrum was characterized based on the area of measurable fat peaks and an a priori knowledge of the chemical triglyceride structure. MRS measurements were performed at multiple TEs. The T2 -weighted fat fraction was calculated at each TE. In addition, a T2 correction was performed to obtain the PDFF and the T2 value of water (T2w ) was calculated. The implications of the T2 correction were investigated by studying the age dependence of the T2 -weighted fat fractions and the PDFF. Compared with the PDFF, all T2 -weighted fat fractions significantly overestimated the fat fraction. Compared with the age dependence of the PDFF, the age dependence of the T2 -weighted fat fraction showed an increased slope and intercept as TE increased for women and a strongly increased intercept as TE increased for men. For women, a negative association between the T2 value of bone marrow water and PDFF was found. Single-voxel MRS-based vertebral bone marrow fat quantification should be based on a multi-TE MRS measurement to minimize confounding effects on PDFF determination, and also to allow the simultaneous calculation of T2w , which might be considered as an additional parameter sensitive to the composition of the water compartment.
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Affiliation(s)
- Michael Dieckmeyer
- Department of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
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25
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Schraml C, Schmid M, Gatidis S, Schmidt H, la Fougère C, Nikolaou K, Schwenzer NF. Multiparametric analysis of bone marrow in cancer patients using simultaneous PET/MR imaging: Correlation of fat fraction, diffusivity, metabolic activity, and anthropometric data. J Magn Reson Imaging 2015; 42:1048-56. [DOI: 10.1002/jmri.24865] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Accepted: 01/22/2015] [Indexed: 11/09/2022] Open
Affiliation(s)
- Christina Schraml
- Diagnostic and Interventional Radiology, University Department of Radiology, University Hospital Tuebingen; Tuebingen Germany
| | - Marinus Schmid
- Diagnostic and Interventional Radiology, University Department of Radiology, University Hospital Tuebingen; Tuebingen Germany
| | - Sergios Gatidis
- Diagnostic and Interventional Radiology, University Department of Radiology, University Hospital Tuebingen; Tuebingen Germany
| | - Holger Schmidt
- Diagnostic and Interventional Radiology, University Department of Radiology, University Hospital Tuebingen; Tuebingen Germany
| | - Christian la Fougère
- Nuclear Medicine; University Department of Radiology; University Hospital Tuebingen; Tuebingen Germany
| | - Konstantin Nikolaou
- Diagnostic and Interventional Radiology, University Department of Radiology, University Hospital Tuebingen; Tuebingen Germany
| | - Nina F. Schwenzer
- Diagnostic and Interventional Radiology, University Department of Radiology, University Hospital Tuebingen; Tuebingen Germany
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26
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Wáng YXJ, Griffith JF, Deng M, Yeung DKW, Yuan J. Rapid increase in marrow fat content and decrease in marrow perfusion in lumbar vertebra following bilateral oophorectomy: an MR imaging-based prospective longitudinal study. Korean J Radiol 2015; 16:154-9. [PMID: 25598684 PMCID: PMC4296264 DOI: 10.3348/kjr.2015.16.1.154] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2014] [Accepted: 11/04/2014] [Indexed: 11/15/2022] Open
Abstract
Objective Bilateral oophorectomy leads to reduced bone mineral density (BMD), and reduced BMD is associated with increased marrow fat and reduced marrow perfusion. Purpose of this study was to investigate how soon these changes occur following surgical oophorectomy. Materials and Methods Six patients who underwent hysterectomy and bilateral salpingo-oophorectomy were studied. At baseline, mean patient age was 49.5 years (range: 45-54 years). Third lumbar vertebral body BMD measurement using quantitative CT, marrow fat fraction (FF) using MR spectroscopy and marrow perfusion using dynamic contrast enhanced MRI were conducted immediately prior to surgery and at 3, 9, and 21 months after surgery. Results Reduced BMD, increased marrow FF, and reduced marrow perfusion occurred synchronously post-oophorectomy. There was a sharp decrease of 12.5 ± 7.2% in BMD (n = 6), a sharp increase of 92.2 ± 46.3% (n = 6) in FF, a sharp decrease of 23.6 ± 3.9% in maximum contrast enhancement (n = 5), and of 45.4 ± 7.7% for enhancement slope (n = 5) during the initial 3 months post surgery. BMD and marrow perfusion continued to decrease, and marrow FF continued to increase at a slower rate during the following 18 months. Friedman test showed a significant trend for these changes (p < 0.05). Conclusion Bilateral oophorectomy leads to a rapid decrease in lumbar BMD, an increase in marrow fat content, and a decrease in marrow blood perfusion.
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Affiliation(s)
- Yi-Xiáng J Wáng
- Department of Imaging & Interventional Radiology, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong SAR, China
| | - James F Griffith
- Department of Imaging & Interventional Radiology, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong SAR, China
| | - Min Deng
- Department of Imaging & Interventional Radiology, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong SAR, China
| | - David K W Yeung
- Department of Imaging & Interventional Radiology, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong SAR, China
| | - Jing Yuan
- Department of Imaging & Interventional Radiology, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong SAR, China
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27
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Abstract
With growing interest in the connection between fat and bone, there has been increased investigation of the relationship with marrow fat in particular. Clinical research has been facilitated by the development of non-invasive methods to measure bone marrow fat content and composition. Studies in different populations using different measurement techniques have established that higher marrow fat is associated with lower bone density and prevalent vertebral fracture. The degree of unsaturation in marrow fat may also affect bone health. Although other fat depots tend to be strongly correlated, marrow fat has a distinct pattern, suggesting separate mechanisms of control. Longitudinal studies are limited, but are crucial to understand the direct and indirect roles of marrow fat as an influence on skeletal health. With greater appreciation of the links between bone and energy metabolism, there has been growing interest in understanding the relationship between marrow fat and bone. It is well established that levels of marrow fat are higher in older adults with osteoporosis, defined by either low bone density or vertebral fracture. However, the reasons for and implications of this association are not clear. This review focuses on clinical studies of marrow fat and its relationship to bone.
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Affiliation(s)
- Ann V. Schwartz
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
- *Correspondence: Ann V. Schwartz, Department of Epidemiology and Biostatistics, University of California San Francisco, 550 16th Street, Box 0560, San Francisco, CA 94143, USA e-mail:
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