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Hu F, Li X, Zhao D, Chen C, Liu G, Yang Q. The diagnostic value of MRI-based vertebral bone quality score for osteoporosis or osteopenia in patients undergoing lumbar surgery: a meta-analysis. Osteoporos Int 2024; 35:1881-1895. [PMID: 39085499 DOI: 10.1007/s00198-024-07190-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 07/11/2024] [Indexed: 08/02/2024]
Abstract
The importance of osteoporosis assessment before lumbar surgery is well recognized. The MRI-based Vertebral Bone Quality (VBQ) score is introduced to evaluate bone quality; however, its diagnostic value has not been well documented. The purpose of this meta-analysis was to summarize the diagnostic value of the VBQ score for osteoporosis or osteopenia in patients undergoing lumbar surgery. We comprehensively searched electronic databases for studies exploring the diagnostic accuracy of the VBQ score for osteoporosis/osteopenia in patients with lumbar disease following the PRISMA guidelines. The quality of the included studies was assessed. The VBQ scores were compared between the groups, and the pooled sensitivity, specificity, and summary receiver operating characteristic (ROC) were calculated. Publication bias was assessed, and meta-regression was conducted. We included 17 studies with a total of 2815 patients, with a mean age of 66.4 years and a percentage of females of 72.5%. According to the QUADAS-2 tool, the quality of the included studies was relatively high. The results showed a significantly higher VBQ score in the osteoporosis/osteopenia group compared with the control group. According to the mean VBQ cutoff value of 3.02 ± 0.38 for the diagnosis of osteoporosis, the pooled sensitivity and specificity were 0.76 and 0.74, respectively, and the AUC was 0.81. According to the mean VBQ cutoff value of 2.31 ± 0.18 for the diagnosis of osteopenia, the pooled sensitivity and specificity were 0.78 and 0.58, respectively, and the AUC was 0.76. The MRI-based VBQ score could provide useful information for identifying patients with low bone mass who need further evaluation. Future prospective studies are still needed to evaluate the complementary role of the VBQ score.
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Affiliation(s)
- Fangke Hu
- Department of Spine Surgery, Tianjin Hospital, Tianjin University, Tianjin, China
| | - Xiaopeng Li
- Department of Spine Surgery, Weifang People's Hospital, Weifang, Shandong, China
- Clinical College of Orthopedics, Tianjin Medical University, Tianjin, China
| | - Dong Zhao
- Department of Spine Surgery, Tianjin Hospital, Tianjin University, Tianjin, China
| | - Chao Chen
- Department of Spine Surgery, Tianjin Hospital, Tianjin University, Tianjin, China
| | - Gang Liu
- Department of Spine Surgery, Tianjin Hospital, Tianjin University, Tianjin, China
| | - Qiang Yang
- Department of Spine Surgery, Tianjin Hospital, Tianjin University, Tianjin, China.
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Reid J, Tobin J, McCrosson M, Rivas G, Rothwell S, Ravinsky R, Lawrence J. Opportunistic Computed Tomography: A Novel Opportunity for Osteoporosis Screening. Clin Spine Surg 2024:01933606-990000000-00383. [PMID: 39470101 DOI: 10.1097/bsd.0000000000001710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 09/23/2024] [Indexed: 10/30/2024]
Abstract
STUDY DESIGN Retrospective review. OBJECTIVE To use opportunistic computed tomography (CT) screening to determine the prevalence of osteoporosis (OP) in patients presenting with spinal fractures and the rate of identification and treatment at our institution. BACKGROUND OP remains a highly underdiagnosed and undertreated disease. Opportunistic abdominopelvic CT scans offer a feasible, accessible, and cost-effective screening tool for OP. METHODS Retrospective review of 519 patients presenting as trauma activation to the emergency department of a Level 1 Trauma Center after a spinal fracture. Patients were excluded if under the age of 18 or lacking a CT scan upon arrival in the emergency department. Hounsfield Units (HU) were measured at the L1 vertebral level on CT scans to determine bone density levels. Values of ≤100 HU were considered osteoporotic, whereas 101-150 HU were osteopenic. RESULTS A total of 424 patients were included. The average HU was 204.8 ± 74.3 HU. Of the patients, 16.7% were diagnosed as osteopenic and 9.9% as osteoporotic. The mean age was 65 ± 14 years for osteopenic patients and 77 ± 11 years for osteoporotic. A statistically significant inverse relationship was found between age and bone density. Of the patients, 42.5% with low bone density HU measurements had a previously documented history of OP/osteopenia. There was a statistically significant association between females and low bone density. Patients injured in a fall were statistically significantly more likely to have lower bone densities than those in motor vehicle accidents. Of the osteoporotic patients, 9.5% were treated by our institution's fragility fracture team. CONCLUSIONS Our study shows that among a cohort of patients with spinal fractures, 58% of patients with radiographic signs of OP are currently undiagnosed, resulting in a low treatment rate of OP. Increasing and standardizing the use of opportunistic CT scans would allow an increase in the diagnosis and treatment of OP in patients with spinal fractures. Further, opportunistic CT scans could also be useful for a broader orthopedic population at high risk of fragility fractures. LEVEL OF EVIDENCE Level II-therapeutic.
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Affiliation(s)
- Jared Reid
- Department of Orthopaedics and Physical Medicine, Medical University of South Carolina, Charleston, SC
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Moser M, Adl Amini D, Albertini Sanchez L, Oezel L, Zhu J, Nevzati E, Carrino JA, Shue J, Sama AA, Cammisa FP, Girardi FP, Hughes AP. The Reciprocal Relationship Between Lumbar Intervertebral Disk Degeneration and the MRI-based Vertebral Bone Quality Score. Spine (Phila Pa 1976) 2024; 49:1227-1234. [PMID: 38270377 DOI: 10.1097/brs.0000000000004937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 01/18/2024] [Indexed: 01/26/2024]
Abstract
STUDY DESIGN Retrospective longitudinal study. OBJECTIVE To investigate the association between lumbar intervertebral disk degeneration (DD) and the vertebral bone quality (VBQ) score. BACKGROUND The VBQ score that is based on magnetic resonance imaging has been proposed as a measure of lumbar spine bone quality and is a significant predictor of healthy versus osteoporotic bone. However, the role of segmental contributing factors on VBQ is unknown. METHODS Nonsurgical patients who underwent repeated lumbar magnetic resonance imaging scans, at least three years apart primarily for low back pain were retrospectively included. VBQ was assessed as previously described. DD was assessed using the Pfirrmann grading (PFG) scale. PFG grades were summarized as PFG L1-4 for the upper three lumbar disk levels, as PFG L4-S1 for the lower two lumbar disc levels, and as PFG L1-S1 for all lumbar disc levels. Multivariable linear mixed models were used with adjustments for age, sex, race, body mass index, and the clustering of repeated measurements. RESULTS A total of 350 patients (54.6% female, 85.4% White) were included in the final analysis, with a median age at baseline of 60.1 years and a body mass index of 25.8 kg/m 2 . VBQ significantly increased from 2.28 at baseline to 2.36 at follow-up ( P = 0.001). In the unadjusted analysis, a significant positive correlation was found between PFG L1-4 , PFG L1-S1 , and VBQ at baseline ( P < 0.05) that increased over time ( P < 0.005). In the adjusted multivariable analysis, PFG L1-4 ( β = -0.0195; P = 0.021), PFG L4-S1 ( β = -0.0310; P = 0.007), and PFG L1-S1 ( β = -0.0160; P = 0.012) were independently and negatively associated with VBQ. CONCLUSIONS More advanced and long-lasting DD is associated with lower VBQ indicating less bone marrow fat content and potentially stronger bone. VBQ score as a marker of bone quality seems affected by DD.
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Affiliation(s)
- Manuel Moser
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, New York, NY
- Department of Neurosurgery, Cantonal Hospital Graubünden, Loëstrasse, Chur, Switzerland
| | - Dominik Adl Amini
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, New York, NY
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Leonardo Albertini Sanchez
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Lisa Oezel
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, New York, NY
- Department of Orthopedic Surgery and Traumatology, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Jiaqi Zhu
- Biostatistics Core, Hospital for Special Surgery, Weill Cornell Medicine, New York, NY
| | - Edin Nevzati
- Department of Neurosurgery, Lucerne Cantonal Hospital, Spitalstrasse, Lucerne, Switzerland
- Faculty of Medicine, University of Basel, Klingelbergstrasse, Basel, Switzerland
| | - John A Carrino
- Department of Radiology and Imaging, Hospital for Special Surgery, Weill Cornell Medicine, New York, NY
| | - Jennifer Shue
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, New York, NY
| | - Andrew A Sama
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, New York, NY
| | - Frank P Cammisa
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, New York, NY
| | - Federico P Girardi
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, New York, NY
| | - Alexander P Hughes
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, New York, NY
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Cai J, Han W, Yang T, Ye H, Jiang Y, Liu Z, Liu Q. MRI-Based Vertebral Bone Quality Score Can Predict the Imminent New Vertebral Fracture After Vertebral Augmentation. Neurosurgery 2024; 95:566-575. [PMID: 38483168 PMCID: PMC11302943 DOI: 10.1227/neu.0000000000002901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 01/09/2024] [Indexed: 08/09/2024] Open
Abstract
BACKGROUND AND OBJECTIVES The incidence of imminent new vertebral fracture (NVF) is notably high after vertebral augmentation (VA), but accurately assessing the imminent risk of NVF remains a great challenge. The aim of this study was to investigate whether the MRI-based vertebral bone quality (VBQ) score can predict the risk of imminent NVF after VA within a 2-year period. METHODS A total of 135 patients age 50 years and older who suffered from painful osteoporotic vertebral compression fracture and treated with VA were enrolled in this retrospective study. Each patient's VBQ scores were calculated from T1-weighted, T2-weighted, and short tau inversion recovery sequences of preoperative lumbar MRI. The clinical factors and VBQ score were integrated to create a predictive model by using the logistic regression algorithm and visualize by nomogram. Receiver operating characteristic curve, calibration curve, and decision curve analyses were used to evaluate the predictive performance of the nomogram. RESULTS The mean VBQ-T1WI and VBQ-T2WI scores of the NVF group were 4.61 ± 0.55 and 0.89 ± 0.14, respectively, which were significantly higher than those of the without NVF group (3.99 ± 0.54 and 0.79 ± 0.12, respectively, P < .001), as well as the VBQ-combined score (0.75 ± 1.30 vs -0.80 ± 1.26, P < .001), which is the combination of VBQ-T1WI and VBQ-T2WI scores. On multivariate analysis, the predictors of imminent NVF included age (odds ratio [OR] = 1.064, 95% CI = 1.009-1.122, P = .022), previous vertebral fracture (OR = 2.089, 95% CI = 0.888-4.915, P = .091), and VBQ-combined score (OR = 2.239, 95% CI = 1.529-3.279, P < .001). The nomogram achieved superior performance with an area under the receiver operating characteristic curve of 0.838 (95% CI: 0.773-0.904) in predicting the imminent NVF compared to the clinical factors or VBQ-combined score alone. CONCLUSION The VBQ score obtained from lumbar MRI can be used to assess the VBQ and predict the imminent NVF after VA in patients with osteoporotic vertebral compression fracture.
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Affiliation(s)
- Jinhui Cai
- Department of Radiology, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
- Department of Radiology, The Fourth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Wen Han
- Department of Radiology, The Fourth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Tingqian Yang
- Department of Radiology, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
| | - Haoyi Ye
- Department of Radiology, The Fourth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Yang Jiang
- Department of Radiology, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
| | - Zhifeng Liu
- Department of Radiology, The Fourth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Qingyu Liu
- Department of Radiology, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
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Wang Y, Song N, Zhang J, Li J, Li R, Wang L. Systematic evaluation of vertebral bone quality score as an opportunistic screening method for BMD in spine surgery patients. 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; 33:3261-3267. [PMID: 38671248 DOI: 10.1007/s00586-024-08284-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 04/09/2024] [Accepted: 04/18/2024] [Indexed: 04/28/2024]
Abstract
PURPOSE This study aimed to evaluate and compare the predictive value of vertebral bone quality (VBQ) score for low BMD and osteoporosis. Furthermore, we sought to enhance diagnostic effectiveness by integrating VBQ with easily accessible patient-specific factors. METHODS We retrospectively analyzed data from 180 patients. VBQ was obtained by preoperative MRI. Low BMD was classified as meeting the standards for either osteopenia or osteoporosis. The receiver operating characteristic curve analysis and multivariate logistic regression were used to detect the ability of variables to assess BMD. The z-test was used to compare the area under the curves of different variables. RESULTS VBQ was more effective in identifying low BMD than osteoporosis (AUC, 0.768 vs. 0.613, p = 0.02). Elevated VBQ (OR 6.912, 95% CI 2.72-17.6) and low BMI (0.858, 0.76-0.97) were risk factors for low BMD, while the risk factor for osteoporosis was age (1.067, 1.02-1.12), not VBQ. ROC analysis showed that AUCs were 0.613 for VBQ and 0.665 for age when screening for osteoporosis. The combined variable of VBQ, sex, age, and BMI obtained by logistic regression significantly improved the efficacy of BMD screening, with an AUC of 0.824 for low BMD and 0.733 for osteoporosis. CONCLUSION VBQ is better at detecting low BMD than identifying osteoporosis. The ability of VBQ to predict osteoporosis is limited, and a similar diagnostic efficacy can be achieved with age. Incorporating VBQ alongside demographic data enhances the efficiency of BMD assessment. With the development of artificial intelligence in medicine, this simple method is promising.
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Affiliation(s)
- Yunsheng Wang
- Department of Orthopaedic Surgery, Third Hospital of Hebei Medical University, Qiaoxi District, 139 Ziqiang Road, Shijiazhuang, 050051, China
- Key Laboratory of Orthopedic Biomechanics of Hebei Province, Shijiazhuang, Hebei, China
| | - Ning Song
- Key Laboratory of Orthopedic Biomechanics of Hebei Province, Shijiazhuang, Hebei, China
- Department of Operating Room, Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Jiali Zhang
- Department of Pharmacology, Hebei Medical University, Shijiazhuang, Hebei, China
| | - Jia Li
- Department of Orthopaedic Surgery, Third Hospital of Hebei Medical University, Qiaoxi District, 139 Ziqiang Road, Shijiazhuang, 050051, China
- Key Laboratory of Orthopedic Biomechanics of Hebei Province, Shijiazhuang, Hebei, China
| | - Ruoyu Li
- Department of Orthopaedic Surgery, Third Hospital of Hebei Medical University, Qiaoxi District, 139 Ziqiang Road, Shijiazhuang, 050051, China
- Key Laboratory of Orthopedic Biomechanics of Hebei Province, Shijiazhuang, Hebei, China
| | - Linfeng Wang
- Department of Orthopaedic Surgery, Third Hospital of Hebei Medical University, Qiaoxi District, 139 Ziqiang Road, Shijiazhuang, 050051, China.
- Key Laboratory of Orthopedic Biomechanics of Hebei Province, Shijiazhuang, Hebei, China.
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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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Din RU, Nishtar T, Cheng X, Yang H. Assessing osteoporosis in postmenopausal women: preliminary results using a novel lumbar spine phantom-based MRI scoring method. LA RADIOLOGIA MEDICA 2024; 129:912-924. [PMID: 38625420 DOI: 10.1007/s11547-024-01814-x] [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: 08/29/2023] [Accepted: 04/02/2024] [Indexed: 04/17/2024]
Abstract
OBJECTIVE To develop a novel magnetic resonance imaging (MRI) phantom for producing F-score (for fat) and W-score (for water) and to evaluate the performance of these scores in assessing osteoporosis and related vertebral fractures. MATERIALS AND METHODS First, a real-time phantom consisting of oil and water tubes was manufactured. Then, 30 female volunteers (age: 62.3 ± 6.3 years) underwent lumbar spine examination with MRI (using a novel phantom) and dual-energy X-ray absorptiometry (DXA), following ethical approval. MRI phantom-based F-score and W-score were defined by normalizing the vertebral signal intensities (SIs) by the oil and water SIs of the phantom on T1- and T2-weighted images, respectively. The diagnostic performances of the new scores for assessing osteoporosis and vertebral fractures were examined using receiver operating characteristic analysis and compared with DXA-measured areal bone mineral density (DXA-aBMD). RESULTS The F-score and W-score were greater in the osteoporotic patients (3.93 and 2.29) than the non-osteoporotic subjects (3.05 and 1.79) and achieved AUC values of 0.85 and 0.74 (p < 0.05), respectively, when detecting osteoporosis. Similarly, F-score and W-score had greater values for the fracture patients (3.94 and 2.53) than the non-fracture subjects (3.14 and 1.69) and produced better AUC values (0.90 for W-score and 0.79 for F-score) compared to DXA-aBMD (AUC: 0.27, p < 0.05). In addition, the F-score and W-score had a strong correlation (r = 0.77; p < 0.001). CONCLUSION A novel real-time lumber spine MRI phantom was developed, based upon which newly defined F-score and W-score were able to detect osteoporosis and demonstrated an improved ability over DXA-aBMD in differentiating patients with vertebral fractures.
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Affiliation(s)
- Rahman Ud Din
- Department of Biomedical Engineering, College of Chemistry and Life Science, Beijing University of Technology, 100 Pingleyuan, Chaoyang District, Beijing, 100124, China
| | - Tahira Nishtar
- Department of Imaging and Interventional Radiology, Lady Reading Hospital (LRH-MTI), Peshawar, Pakistan
| | - Xiaoguang Cheng
- Department of Radiology, Beijing Jishuitan Hospital, National Centre for Orthopaedics, Capital Medical University, Beijing, China
| | - Haisheng Yang
- Department of Biomedical Engineering, College of Chemistry and Life Science, Beijing University of Technology, 100 Pingleyuan, Chaoyang District, Beijing, 100124, China.
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Yang DD, Li Y, Tian JY, Li Y, Liu J, Liu YS, Cao XW, Liu C. MRI-based vertebral bone quality score as a novel bone status marker of patients with adolescent idiopathic scoliosis. Sci Rep 2024; 14:12518. [PMID: 38822099 PMCID: PMC11143181 DOI: 10.1038/s41598-024-63426-9] [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: 01/09/2024] [Accepted: 05/29/2024] [Indexed: 06/02/2024] Open
Abstract
To investigate the application of MRI-based vertebral bone quality (VBQ) score in assessing bone mineral density (BMD) for patients with adolescent idiopathic scoliosis (AIS). We reviewed the data of AIS patients between January 2021 and October 2023 with MRI, whole-spine plain radiographs, quantitative computed tomography (QCT) and general information. VBQ score was calculated using T1-weighted MRI. Univariate analysis was applied to present the differences between variables of patients with normal BMD group (QCT Z-score > - 2.0) and low BMD group (QCT Z-score ≤ - 2.0). The correlation between VBQ score and QCT Z-score was analyzed with Pearson correlation test. A multivariate logistic regression model was used to determine the independent factors related to low BMD. Receiver operating characteristic curve (ROC) was drawn to analyze the diagnostic performance of VBQ score in distinguishing low BMD. A total of 136 AIS patients (mean age was 14.84 ± 2.10 years) were included, of which 41 had low BMD. The low BMD group had a significantly higher VBQ score than that in normal group (3.48 ± 0.85 vs. 2.62 ± 0.62, P < 0.001). The VBQ score was significantly negative correlated with QCT Z score (r = - 0.454, P < 0.001). On multivariate analysis, VBQ score was independently associated with low BMD (OR: 4.134, 95% CI 2.136-8.000, P < 0.001). The area under the ROC curve indicated that the diagnostic accuracy of the VBQ score for predicting low BMD was 81%. A sensitivity of 65.9% with a specificity of 88.4% could be achieved for distinguishing low BMD by setting the VBQ score cutoff as 3.18. The novel VBQ score was a promising tool in distinguishing low BMD in patients with AIS and could be useful as opportunistic assessment for screening and complementary evaluation to QCT before surgery.
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Affiliation(s)
- Dan-Dan Yang
- Radiology Department, The Third People's Hospital of Chengdu, No. 82 Qinglong Road, Qingyang District, Chengdu, 610031, Sichuan, China
| | - Yi Li
- Radiology Department, The Third People's Hospital of Chengdu, No. 82 Qinglong Road, Qingyang District, Chengdu, 610031, Sichuan, China
| | - Jiang-Yu Tian
- Radiology Department, The Third People's Hospital of Chengdu, No. 82 Qinglong Road, Qingyang District, Chengdu, 610031, Sichuan, China
| | - Ya Li
- Radiology Department, The Third People's Hospital of Chengdu, No. 82 Qinglong Road, Qingyang District, Chengdu, 610031, Sichuan, China
| | - Jian Liu
- Radiology Department, The Third People's Hospital of Chengdu, No. 82 Qinglong Road, Qingyang District, Chengdu, 610031, Sichuan, China
| | - Yun-Song Liu
- Radiology Department, The Third People's Hospital of Chengdu, No. 82 Qinglong Road, Qingyang District, Chengdu, 610031, Sichuan, China
| | - Xin-Wen Cao
- Radiology Department, The Third People's Hospital of Chengdu, No. 82 Qinglong Road, Qingyang District, Chengdu, 610031, Sichuan, China
| | - Chuan Liu
- Department of Radiology, Key Laboratory of Birth Defects and Related Diseases of Women and Children of Ministry of Education, West China Second University Hospital, Sichuan University, No. 20 Renmin South Road, Wuhou District, Chengdu, 610044, Sichuan, China.
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Watanabe N, Ogawa T, Miyatake K, Takada R, Jinno T, Koga H, Yoshii T. Increased bone resorption that outpaces increased bone formation: An important pathology of rapidly destructive coxarthrosis. J Orthop Res 2024; 42:1066-1073. [PMID: 38044471 DOI: 10.1002/jor.25760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 11/24/2023] [Accepted: 11/28/2023] [Indexed: 12/05/2023]
Abstract
Rapid joint destruction caused by rapidly destructive coxarthrosis (RDC) can increase surgical complexity and intraoperative blood loss. This single-center retrospective study investigates osteoporosis-related biomarkers for early RDC diagnosis and explores new treatment targets. We included 398 hip joints from patients who underwent total hip arthroplasty, examining medical records for preoperative patient demographics, bone mineral density of the hip and lumbar spine from dual-energy X-ray absorptiometry scans, and osteoporosis-related biomarkers including TRACP-5b, total P1NP, intact parathyroid hormone, and homocysteine. We compared RDC and osteoarthritis (OA) patients, and univariate analysis showed that RDC patients were older (p < 0.001) and had lower serum levels of albumin (p < 0.001) and higher serum levels of TRACP-5b, total P1NP (p < 0.001), and homocysteine (p = 0.006). Multivariable analysis showed that the ratio of serum TRACP-5b to total P1NP had a more significant difference in RDC patients than in OA patients (p = 0.04). Serum TRACP-5b levels were negatively correlated with the time between RDC onset and blood collection, and Japanese Orthopedic Association pain score. Receiver operating characteristic curve analysis revealed that the ratio of serum TRACP-5b to total P1NP had the highest area under the curve value. This study is the first to demonstrate that the ratio of serum TRACP-5b to total P1NP-increased bone resorption that outpaces increased bone formation-is significantly elevated in patients with RDC and that TRACP-5b is higher in the early stages of RDC. Inhibiting serum levels of TRACP-5b, activated osteoclasts, during early RDC may suppress disease progression.
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Affiliation(s)
- Naoto Watanabe
- Department of Orthopaedic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Takahisa Ogawa
- Department of Orthopaedic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Kazumasa Miyatake
- Department of Joint Surgery and Sports Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Ryohei Takada
- Department of Orthopaedic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Tetsuya Jinno
- Department of Orthopaedic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Hideyuki Koga
- Department of Joint Surgery and Sports Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Toshitaka Yoshii
- Department of Orthopaedic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
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Wang L, Deng Q, Wang B, Li XB, Sha ZJ, Wang ZR, Huang AB. Comparison of the predictive values of MRI-based vertebral bone quality scores for the determination of osteoporosis in different diseases. 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; 33:1504-1510. [PMID: 38355769 DOI: 10.1007/s00586-024-08151-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 12/26/2023] [Accepted: 01/20/2024] [Indexed: 02/16/2024]
Abstract
PURPOSE The study aimed to examine the consistency of vertebral bone quality (VBQ) scores for assessing osteoporosis across different etiologies and explore the predictive value of various VBQ scores for fragility vertebral fractures. METHODS Patients with fragility fractures were matched by age and sex to patients with lumbar degeneration. VBQ scores were calculated in T1- and T2-weighted magnetic resonance imaging. Differential analysis of bone quality was performed based on etiology. RESULTS A total of 96 inpatients were retrospectively enrolled. VBQT1 scores were only sensitive to osteoporotic bone in degenerative group (p < 0.01), failing to identify osteoporosis in fractured group (p > 0.05). For the degenerative group, the area under the curve (AUC) using the VBQT1 scores to differentiate osteoporosis was 0.72. After controlling the confounding variables, only VBQT2 scores were significantly higher in fractured group than degenerative group, with a greater AUC of 0.82 predicting fragility fractures. VBQT1 scores moderately correlated with femoral neck T-scores in degenerative group (r = -0.45, p < 0.01) but not in fractured group (r = -0.24, p > 0.05). VBQT2 scores were not associated with femoral neck T-scores (p > 0.05). CONCLUSION This study is the first to evaluate the effectiveness of VBQs scores in assessing osteoporosis post-fracture. Only non-fractured patients' bone quality is fully susceptible to VBQT1 scores. While VBQT1 scores may not correlate with fragility fractures, VBQT2 scores present a viable alternative.
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Affiliation(s)
- Lu Wang
- Postgraduate School, Dalian Medical University, Dalian, 116000, Liaoning, China
- Department of Rehabilitation, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, 225300, Jiangsu, China
| | - Qian Deng
- Department of Orthopedics, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, 225300, Jiangsu, China
- Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China
| | - Bang Wang
- Postgraduate School, Dalian Medical University, Dalian, 116000, Liaoning, China
- Department of Orthopedics, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, 225300, Jiangsu, China
| | - Xing-Bin Li
- Postgraduate School, Dalian Medical University, Dalian, 116000, Liaoning, China
- Department of Orthopedics, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, 225300, Jiangsu, China
| | - Zhi-Jun Sha
- Department of Orthopedics, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, 225300, Jiangsu, China
| | - Zhao-Rui Wang
- Postgraduate School, Dalian Medical University, Dalian, 116000, Liaoning, China
- Department of Orthopedics, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, 225300, Jiangsu, China
| | - Ai-Bing Huang
- Department of Orthopedics, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, 225300, Jiangsu, China.
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11
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Liu D, Kadri A, Hernando D, Binkley N, Anderson PA. MRI-based vertebral bone quality score: relationship with age and reproducibility. Osteoporos Int 2023; 34:2077-2086. [PMID: 37640844 DOI: 10.1007/s00198-023-06893-6] [Citation(s) in RCA: 1] [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: 04/24/2023] [Accepted: 08/17/2023] [Indexed: 08/31/2023]
Abstract
Vertebral bone quality (VBQ) score is an opportunistic measure of bone mineral density using routine preoperative MRI in spine surgery. VBQ score positively correlates with age and is reproducible across serial scans. However, extrinsic factors, including MRI machine and protocol, affect the VBQ score and must be standardized. PURPOSE The purposes of this study were to determine whether VBQ score increased with age and whether VBQ remained consistent across serial MRI studies obtained within 3 months. METHODS This retrospective study evaluated 136 patients, age 20-69, who received two T1-weighted lumbar MRI within 3 months of each other between January 2011 and December 2021. VBQ(L1-4) score was calculated as the quotient of L1-L4 signal intensity (SI) and L3 cerebral spinal fluid (CSF) SI. VBQ(L1) score was calculated as the quotient of L1 SI and L1 CSF SI. Regression analysis was performed to determine correlation of VBQ(L1-4) score with age. Coefficient of variation (CV) was used to determine reproducibility between VBQ(L1-4) scores from serial MRI scans. RESULTS One hundred thirty-six patients (mean ± SD age 44.9 ± 12.5 years; 53.7% female) were included in this study. Extrinsic factors affecting the VBQ score included patient age, MRI relaxation time, and specific MRI machine. When controlling for MRI relaxation/echo time, the VBQ(L1-4) score was positively correlated with age and had excellent reproducibility in serial MRI with CV of 0.169. There was excellent agreement (ICC > 0.9) of VBQ scores derived from the two formulas, VBQ(L1) and VBQ(L1-4). CONCLUSION Extrinsic factors, including MRI technical factors and age, can impact the VBQ(L1-4) score and must be considered when using this tool to estimate bone mineral density (BMD). VBQ(L1-4) score was positively correlated with age. Reproducibility of the VBQ(L1-4) score across serial MRI is excellent especially when controlling for technical factors, supporting use of the VBQ score in estimating BMD. The VBQ(L1) score was a reliable alternative to the VBQ(L1-4) score.
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Affiliation(s)
- Daniel Liu
- Department of Orthopedics and Rehabilitation, School of Medicine and Public Health, University of Wisconsin, 600 Highland Ave, Madison, WI, 53792-3252, USA.
| | - Aamir Kadri
- Department of Orthopaedic Surgery and Sports Medicine, University of Kentucky College of Medicine, Lexington, KY, USA
| | - Diego Hernando
- Department of Radiology and Medical Physics, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Neil Binkley
- Osteoporosis Clinical Research Program, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Paul A Anderson
- Department of Orthopedics and Rehabilitation, School of Medicine and Public Health, University of Wisconsin, 600 Highland Ave, Madison, WI, 53792-3252, USA
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12
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Yin H, Lin W, Xie F, He C, Chen T, Zheng G, Wang Z. MRI-based Vertebral Bone Quality Score for Osteoporosis Screening Based on Different Osteoporotic Diagnostic Criteria Using DXA and QCT. Calcif Tissue Int 2023; 113:383-392. [PMID: 37493798 DOI: 10.1007/s00223-023-01115-x] [Citation(s) in RCA: 1] [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: 03/30/2023] [Accepted: 07/07/2023] [Indexed: 07/27/2023]
Abstract
In this study, we aim to evaluate the correlation between T score measured by dual X-ray absorptiometry (DXA), volumetric bone mineral density (vBMD) derived from quantitative computed tomography (QCT) and MRI-based vertebral bone quality (VBQ), explore the diagnostic performance of VBQ in osteoporosis and determine the recognition value of VBQ in osteoporotic fracture in a relatively large cohort of elderly patients scheduled to undergo spinal surgery. A total of 260 patients were enrolled in the study. DXA and QCT were used to evaluate osteoporotic status. We calculated the lumbar VBQ score, analyzed the correlation between T score, vBMD and VBQ, and explored whether VBQ was an influential factor of bone quality and fracture by binary logistic regression as well as the diagnostic performance of VBQ in osteoporosis and fracture by ROC curve. VBQ was negatively correlated with vBMD and T score. (r = - 0.487 vs. r = - 0.220). The VBQ score was a risk factor for osteoporosis under the QCT diagnostic criteria (OR = 2.245, 95% CI 1.456-3.460) and osteoporotic fractures (OR = 1.496, 95% CI 1.097-2.040). It exhibited superior discriminant performance for osteoporosis diagnosed by QCT, with a cutoff value of 3.70 and an AUC of 0.7354. Its cutoff value for osteoporotic fractures was 3.72, and its AUC was 0.6717. In a cohort of elderly patients scheduled to undergo spinal surgery, the VBQ score was more strongly associated with vBMD than the T score and could identify patients with osteoporosis and corresponding vertebral compression fracture (VCF).
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Affiliation(s)
- Houjie Yin
- Department of Spine Surgery, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde Foshan), Foshan, Guangdong, China
- The Second Clinical Medical College of Southern Medical University, Guangzhou, Guangdong, China
| | - Wentao Lin
- Department of Spine Surgery, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde Foshan), Foshan, Guangdong, China
| | - Faqin Xie
- Department of Spine Surgery, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde Foshan), Foshan, Guangdong, China
| | - Chaoqin He
- Department of Spine Surgery, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde Foshan), Foshan, Guangdong, China
- The Second Clinical Medical College of Southern Medical University, Guangzhou, Guangdong, China
| | - Tao Chen
- Department of Spine Surgery, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde Foshan), Foshan, Guangdong, China
- The Second Clinical Medical College of Southern Medical University, Guangzhou, Guangdong, China
| | - Guanghao Zheng
- Department of Spine Surgery, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde Foshan), Foshan, Guangdong, China
- The Second Clinical Medical College of Southern Medical University, Guangzhou, Guangdong, China
| | - Zhiyun Wang
- Department of Spine Surgery, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde Foshan), Foshan, Guangdong, China.
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13
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Courtois EC, Ohnmeiss DD, Guyer RD. Assessing lumbar vertebral bone quality: a methodological evaluation of CT and MRI as alternatives to traditional DEXA. 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 2023; 32:3176-3182. [PMID: 37439864 DOI: 10.1007/s00586-023-07855-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 04/20/2023] [Accepted: 07/02/2023] [Indexed: 07/14/2023]
Abstract
PURPOSE The purpose of this study was to investigate the impact of various methods on the assessment of vertebral bone quality. METHODS A consecutive series of 427 candidates for lumbar disc replacement with lumbar DEXA and MRI and/or CT scans were included. Two measurement techniques were used on CTs-a sagittal and axial. From axial images, the upper, mid, and lower portions of each vertebral body were measured. Four MRI vertebral bone quality (VBQ) calculations were generated using separate equations. RESULTS All CT measures were highly correlated with each other, regardless of measurement or calculation method (range 0.925-0.995). Sagittal measurements were highly correlated with axial (r = 0.928, p < 0.001). CT values were correlated with DEXA (range 0.446-0.534). There was no benefit to measuring multiple axial images of each vertebral body vs. just midbody (r = 0.441 and 0.455, respectively). No MRI VBQ values were highly correlated with DEXA (r = - 0.103, p = 0.045). In receiver operating curve analysis, the area under the curve ranged from 0.539 to 0.558, indicating poor ability of VBQ to identify osteoporosis/osteopenia. CONCLUSION CT produced values more closely related to DEXA, while MRI was less reliable for osteoporosis/osteopenia screening. On CT, there was no benefit to making multiple measurements for each vertebral body to calculate a composite. Measuring sagittal CT images produced values similar to axial and required less time. While assessing bone quality from existing images rather than getting an additional DEXA scan is appealing, the methods of measuring these images needs standardization to maximize their utility.
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Affiliation(s)
| | - Donna D Ohnmeiss
- Texas Back Institute Research Foundation, 6020 W Parker Rd #200, Plano, TX, 75093, USA.
| | - Richard D Guyer
- Center for Disc Replacement at Texas Back Institute, Plano, TX, USA
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14
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Huang Y, Chen Q, Liu L, Feng G. Vertebral bone quality score to predict cage subsidence following oblique lumbar interbody fusion. J Orthop Surg Res 2023; 18:258. [PMID: 36991489 DOI: 10.1186/s13018-023-03729-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 03/17/2023] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND Current evidence suggests that the magnetic resonance imaging (MRI)-based vertebral bone quality (VBQ) score is a good parameter for evaluating bone quality. We aimed to assess whether the VBQ score can predict the occurrence of postoperative cage subsidence after oblique lumbar interbody fusion (OLIF) surgery. METHODS Patients (n = 102) who had undergone single-level OLIF with a minimal follow-up for 1 year were reviewed in this study. Demographic and radiographic data of these patients were collected. Cage subsidence was defined as ≥ 2 mm of cage migration into the inferior endplate, superior endplate, or both. Further, the MRI-based VBQ score was measured on T1-weighted images. Moreover, univariable and multivariable binary logistic regression analyses were performed. Meanwhile, Pearson analysis was used to evaluate the correlation among the VBQ score, average lumbar dual-energy X-ray absorptiometry (DEXA) T-score, and degree of cage subsidence. Furthermore, ad-hoc analysis was used along with receiver operating characteristic curve analysis to assess the predictive ability of the VBQ score and average lumbar DEXA T-score. RESULTS Of 102 participants, cage subsidence was observed in 39 (38.24%) patients. According to the univariable analysis, patients with subsidence had older age, higher antiosteoporotic drug use, larger disk height change, a more concave morphology of inferior and superior endplates, higher VBQ score, and lower average lumbar DEXA T-score compared to patients without subsidence. In the multivariable logistic regression analysis, a higher VBQ score was significantly associated with an increased risk of subsidence (OR = 23.158 ± 0.849, 95% CI 4.381-122.399, p < 0.001), and it was the only significant and independent predictor of subsidence after OLIF. Moreover, the VBQ score was moderately correlated with the average lumbar DEXA T-score (r = - 0.576, p < 0.001) and the amount of cage subsidence (r = 0.649, p < 0.001). Furthermore, this score significantly predicted cage subsidence with an accuracy of 83.9%. CONCLUSIONS The VBQ score can independently predict postoperative cage subsidence in patients undergoing OLIF surgery.
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Affiliation(s)
- Yong Huang
- Department of Orthopedic Surgery and Orthopedic Research Institute, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Qian Chen
- Department of Orthopedic Surgery and Orthopedic Research Institute, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
- Department of Orthopaedics, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Limin Liu
- Department of Orthopedic Surgery and Orthopedic Research Institute, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
| | - Ganjun Feng
- Department of Orthopedic Surgery and Orthopedic Research Institute, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
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