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Ding Y, Ruan S, Liu L, Zhang X, Chen R, Chen Q, Xu S. A new four-area method for evaluating biochemical changes in lumbar facet joint degeneration on T2* mapping. BMC Musculoskelet Disord 2025; 26:480. [PMID: 40375248 PMCID: PMC12079887 DOI: 10.1186/s12891-025-08737-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Accepted: 05/09/2025] [Indexed: 05/18/2025] Open
Abstract
PURPOSE To investigate the diagnostic efficacy of a new four-area method for evaluating biochemical changes in lumbar facet joint (LFJ) degeneration on T2* mapping. METHODS LFJ degeneration was morphologically graded on T2-weighted imaging using the Weishaupt system. T2* value of LFJ was measured on T2* mapping using both all-inclusive and four-area methods. Inter-observer reliability for continuous and categorical variables was evaluated using intraclass correlation coefficient (ICC) and Kappa value, respectively. The correlation between continuous variables and ordered categorical variables was examined using one way ANOVA or Kruskal-Wallis test, as appropriate. RESULTS Fifty-eight patients with LBP underwent standard MRI protocols and axial T2* mapping. In all-inclusive method analysis, the median T2* value of grade 0 LFJ (21.32 [18.27, 26.05]) was higher than those of grade I (18.33 [15.47, 22.16], p < 0.001), grade II LFJ (17.99 [15.18, 20.97], p < 0.001), and grade III LFJ (18.29 [15.07, 25.47], p = 0.178). In four-area method analysis, the median T2* value of grade 0 LFJ (21.55 [18.2, 26.72]) was significantly higher than those of grade I (17.94 [15.45, 21.67], p < 0.001), grade II LFJ (17.28 [14.65, 20.38], p < 0.001) and grade III LFJ (18.25 [15.22, 22.41], p = 0.028). A downward trend in T2* value was observed as LFJ degeneration progressed, except for grade III. Additionally, the median T2* values obtained using all-inclusive method were generally higher than those from four-area method, except for grade 0. Four-area method demonstrated excellent inter-observer reliability with ICC of 0.992 ([0.99, 0.993], p < 0.001), higher than that of all-inclusive method (0.942 [0.931, 0.951], p < 0.001). CONCLUSIONS Compared to all-inclusive method, four-area method provides higher reproducibility and accuracy in measuring T2* values. Thus, it is a more reliable approach for assessing biochemical changes in LFJ degeneration on T2* mapping.
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Affiliation(s)
- Yi Ding
- Department of Spine Surgery, Ganzhou People's Hospital, Ganzhou, Jiangxi, 341000, China
- Department of Spine Surgery, Ganzhou Hospital-Nanfang Hospital, Southern Medical University, Ganzhou, Jiangxi, 341000, China
| | - Shidong Ruan
- Department of Radiology, Liaocheng People's Hospital, Liaocheng, Shandong, 252000, China
| | - Liping Liu
- Department of Spine Surgery, Ganzhou People's Hospital, Ganzhou, Jiangxi, 341000, China
| | - Xiaodong Zhang
- Department of Medical Imaging, Ganzhou People's Hospital, Ganzhou, Jiangxi, 341000, China
| | - Rongchun Chen
- Department of Spine Surgery, Ganzhou People's Hospital, Ganzhou, Jiangxi, 341000, China
| | - Qin Chen
- Department of Spine Surgery, Ganzhou People's Hospital, Ganzhou, Jiangxi, 341000, China
| | - Shuaishuai Xu
- Department of Nuclear Medicine, Shandong Provincial Hospital Affiliated to, Shandong First Medical University, No.324 Jingwu Road, Jinan, Shandong, 250021, China.
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Van Oosterwyck W, Vander Cruyssen P, Castille F, Van de Kelft E, Decaigny V. Lumbar Facet Joint Disease: What, Why, and When? Life (Basel) 2024; 14:1480. [PMID: 39598277 PMCID: PMC11595282 DOI: 10.3390/life14111480] [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: 10/11/2024] [Revised: 10/31/2024] [Accepted: 11/12/2024] [Indexed: 11/29/2024] Open
Abstract
Low back pain (LBP) affects over 60% of individuals in their lifetime and is a leading cause of disability and increased healthcare expenditure. Facet joint pain (FJP) occurs in 27% to 40% of LBP patients but is often overlooked or misdiagnosed. Additionally, there is no clear correlation between the clinical examination, radiological findings, and clinical presentation, complicating the diagnosis and treatment of FJP. This narrative review aims to provide an overview of the literature regarding facet joint pain and discusses the utility of medial branch blocks (MBBs) and intra-articular (IA) injections as diagnostic and therapeutic tools prior to radiofrequency ablation (RFA). RFA is considered the gold standard for managing FJP, employing techniques that include precise needle placement and stimulation parameters to disrupt pain signals. Promising alternatives such as cooled RFA and cryodenervation require further research on their long-term efficacy and safety. Endoscopic denervation and multifidus stimulation are emerging therapies that may benefit chronic LBP patients, but additional research is needed to establish their effectiveness. When conservative management fails, RFA provides significant and lasting relief in well-selected patients and has a favourable safety profile. The current literature does not support surgical interventions for FJP management.
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Affiliation(s)
- Wout Van Oosterwyck
- Department of Anaesthesia, Intensive Care and Pain Medicine, General Hospital Maria Middelares, 9000 Ghent, Belgium
| | - Pieter Vander Cruyssen
- Department of Anaesthesia, Intensive Care and Pain Medicine, General Hospital Maria Middelares, 9000 Ghent, Belgium
| | - Frédéric Castille
- Department of Anaesthesia, Intensive Care and Pain Medicine, General Hospital Maria Middelares, 9000 Ghent, Belgium
| | - Erik Van de Kelft
- Department of Neurosurgery, Vitaz Hospital, 9100 St-Niklaas, Belgium
- Faculty of Medicine and Health Sciences, University of Antwerp, 2000 Antwerpen, Belgium
| | - Veronique Decaigny
- Department of Anaesthesia, Intensive Care and Pain Medicine, General Hospital Maria Middelares, 9000 Ghent, Belgium
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Ding Y, Liu L, Shi J, Zhang X, Chen R, Xu S. Biochemical changes in lumbar facet joint and disc degeneration by T2* mapping. BMC Musculoskelet Disord 2024; 25:224. [PMID: 38504210 PMCID: PMC10953206 DOI: 10.1186/s12891-024-07265-9] [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: 12/03/2023] [Accepted: 02/07/2024] [Indexed: 03/21/2024] Open
Abstract
BACKGROUND To investigate the biochemical changes in lumbar facet joint (LFJ) and intervertebral disc (IVD) with different degenerative grade by T2* mapping. METHODS Sixty-eight patients with low back pain (study group) and 20 volunteers (control group) underwent standard MRI protocols and axial T2* mapping. Morphological evaluation of LFJ and IVD were performed on T2-weighted imaging according to Weishaupt and Pfirrmann grading system, respectively. T2* values of LFJ and of AF (anterior annulus fibrosus), NP (nucleus pulposus), and PF (posterior annulus fibrosus) in IVD were measured. Kruskal-Wallis test and Wilcoxon rank-sum test were used to compare T2* values of subjects with different degenerative grade. RESULTS The mean T2* value of grade 0 LFJ (21.68[17.77,26.13]) was higher than those of grade I (18.42[15.68,21.8], p < 0.001), grade II (18.98[15.56,22.76], p = 0.011) and grade III (18.38[16.05,25.07], p = 0.575) LFJ in study group, and a moderate correlation was observed between T2* value and LFJ grade (rho=-0.304, p < 0.001) in control group. In the analysis of IVD, a moderate correlation was observed between AF T2* value and IVD grade (rho=-0.323, p < 0.001), and between NP T2* value and IVD grade (rho=-0.328, p < 0.001), while no significant difference was observed between the T2* values of PF in IVD of different grade in study group. CONCLUSIONS Downward trend of T2* values can be found in LFJ, AF and NP as the degenerative grade rised. But in elderly patients with low back pain, no change trend was found in LFJ due to increased fluid accumulation in the joint space.
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Affiliation(s)
- Yi Ding
- Department of Spine Surgery, Ganzhou People's Hospital, Ganzhou, Jiangxi, 341000, China
- Department of Spine Surgery, Ganzhou Hospital, Jiangxi Medical College, Nanchang University, Ganzhou, Jiangxi, 341000, China
| | - Liping Liu
- Department of Spine Surgery, Ganzhou People's Hospital, Ganzhou, Jiangxi, 341000, China
- Department of Spine Surgery, Ganzhou Hospital, Jiangxi Medical College, Nanchang University, Ganzhou, Jiangxi, 341000, China
| | - Jiangyou Shi
- Department of Spine Surgery, Ganzhou People's Hospital, Ganzhou, Jiangxi, 341000, China
| | - Xiaodong Zhang
- Department of Medical Imaging, Ganzhou People's Hospital, Ganzhou, Jiangxi, 341000, China
| | - Rongchun Chen
- Department of Spine Surgery, Ganzhou People's Hospital, Ganzhou, Jiangxi, 341000, China.
- Department of Spine Surgery, Ganzhou Hospital, Jiangxi Medical College, Nanchang University, Ganzhou, Jiangxi, 341000, China.
| | - Shuaishuai Xu
- Department of Nuclear Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No.324 Jingwu Road, Jinan, Shandong, 250021, China.
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Du R, Xu G, Bai X, Li Z. Facet Joint Syndrome: Pathophysiology, Diagnosis, and Treatment. J Pain Res 2022; 15:3689-3710. [PMID: 36474960 PMCID: PMC9719706 DOI: 10.2147/jpr.s389602] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 11/17/2022] [Indexed: 11/16/2023] Open
Abstract
Facet joint osteoarthritis (OA) is the most frequent form of facet joint syndrome. Medical history, referred pain patterns, physical examination, and diagnostic imaging studies (standard radiographs, magnetic resonance imaging, computed tomography and single-photon emission computed tomography) may suggest but not confirm lumbar facet joint (LFJ) syndrome as a source of low back pain (LBP). However, the diagnosis and treatment of facet joint syndrome is still controversial and needs further study. It is widely acknowledged that block with local anesthetic is perhaps the most effective method to establish a diagnosis of pain from LFJ. Particularly, there are different rates of success among different populations selected for diagnostic block with various positive criteria. Currently, in addition to conservative treatments for pain such as painkillers, functional exercises, and massage, there are many other methods, including block, denervation of the nerves that innervate the joints by radiofrequency, freezing or endoscopy, and injections. Due to the limited duration of pain relief from neurolysis of medial branch, many scholars have recently turned their targets to dorsal roots and LFJ capsules. Therefore, we reviewed the latest research progress of facet joint syndrome from diagnosis to treatment.
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Affiliation(s)
- Ruihuan Du
- Department of Orthopedics, First Affiliated Hospital of Dalian Medical University, Dalian, People’s Republic of China
| | - Gang Xu
- Department of Orthopedics, First Affiliated Hospital of Dalian Medical University, Dalian, People’s Republic of China
- Key Laboratory of Molecular Mechanism for Repair and Remodeling of Orthopedic Diseases, Dalian, People’s Republic of China
| | - Xujue Bai
- Department of Orthopedics, First Affiliated Hospital of Dalian Medical University, Dalian, People’s Republic of China
| | - Zhonghai Li
- Department of Orthopedics, First Affiliated Hospital of Dalian Medical University, Dalian, People’s Republic of China
- Key Laboratory of Molecular Mechanism for Repair and Remodeling of Orthopedic Diseases, Dalian, People’s Republic of China
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Iwata S, Eguchi Y, Takaoka H, Koroki J, Orita S, Inage K, Shiga Y, Furuya T, Maki S, Nakamura J, Hagiwara S, Watanabe A, Aoki Y, Inoue M, Koda M, Takahashi H, Akazawa T, Ohtori S. MRI T2-mapping of lumbar facet joints is effective for quantitative evaluation of lumbar instability in patients with degenerative lumbar 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 2022; 31:1479-1486. [PMID: 35089419 DOI: 10.1007/s00586-022-07119-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Revised: 12/31/2021] [Accepted: 01/12/2022] [Indexed: 10/19/2022]
Abstract
PURPOSES To analyze T2 relaxation times of the facet joint by MRI T2-mapping in patients with degenerative lumbar disorders (DLD), and to determine the correlation with lumbar instability in radiographs. METHODS We conducted a T2-mapping of the lumbar facet joint using a 1.5 T MRI system. We classified patients with degenerative lumbar disorders scheduled to undergo decompression surgery into groups with stability and instability using radiographs, and compared the T2 relaxation times of the lumbar facet. Lumbar instability was defined as the presence of anterior translation ratio > 5% or disk range of motion (ROM) > 5° in the sagittal plane of SLFE radiographs. RESULTS Inclusion criteria were met by 22 patients (45 levels, mean age 64.3 years). Facet effusions had high sensitivity (90%) but had low specificity (28%) for diagnosis of lumbar instability. Mean T2 relaxation times of right and left facet joints are significantly longer (98.4 ms) in the instability group than they are (87.6 ms) in the stability group (p < 0.001). Anterior translation ratio was positively correlated with mean T2 relaxation times of facet joint (R2 = 0.493, p < 0.05). From a ROC analysis, the cutoff value of T2 relaxation times for lumbar instability was 98.65 ms (sensitivity 60.0%, specificity 95.7%, AUC 0.763). CONCLUSIONS The T2 relaxation times were positively correlated with lumbar instability. This new quantitative evaluation of lumbar facet joint using MRI T2-mapping might be useful to determine lumbar instability.
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Affiliation(s)
- Shuhei Iwata
- Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan.
| | - Yawara Eguchi
- Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan.,Department of Orthopaedic Surgery, Shimoshizu National Hospital, Shikawatashi, Yotsukaido, Chiba, 934-5284-0003, Japan
| | - Hiromitsu Takaoka
- Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Junya Koroki
- Department of Orthopaedic Surgery, Shimoshizu National Hospital, Shikawatashi, Yotsukaido, Chiba, 934-5284-0003, Japan
| | - Sumihisa Orita
- Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan.,Chiba University Center for Frontier Medical, Engineering 1-33 Yayoi-cho, CFME room#B201, Inage-ku, Chiba, 263-8522, Japan
| | - Kazuhide Inage
- Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Yasuhiro Shiga
- Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Takeo Furuya
- Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Satoshi Maki
- Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Junichi Nakamura
- Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Shigeo Hagiwara
- Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Atsuya Watanabe
- Department of Orthopaedic Surgery, Eastern Chiba Medical Center, 3-6-2, Okayamadai, Togane, Chiba, 283-8686, Japan
| | - Yasuchika Aoki
- Department of Orthopaedic Surgery, Eastern Chiba Medical Center, 3-6-2, Okayamadai, Togane, Chiba, 283-8686, Japan
| | - Masahiro Inoue
- Department of Orthopaedic Surgery, Eastern Chiba Medical Center, 3-6-2, Okayamadai, Togane, Chiba, 283-8686, Japan
| | - Masao Koda
- Department of Orthopedic Surgery, University of Tsukuba, 1-1-1 Tennodai, Tsukuba-City, Ibaraki, 305-8575, Japan
| | - Hiroshi Takahashi
- Department of Orthopedic Surgery, University of Tsukuba, 1-1-1 Tennodai, Tsukuba-City, Ibaraki, 305-8575, Japan
| | - Tsutomu Akazawa
- Department of Orthopaedic Surgery, St. Marianna University School of Medicine, 2-16-1Miyamae-ku, SugaoKawasaki, Kanagawa, 216-8511, Japan
| | - Seiji Ohtori
- Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
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Baohong W, Jing Z, Zanxia Z, kun F, Liang L, eryuan G, Yong Z, Fei H, Jingliang C, Jinxia Z. T2 mapping and readout segmentation of long variable echo-train diffusion-weighted imaging for the differentiation of parotid gland tumors. Eur J Radiol 2022; 151:110265. [DOI: 10.1016/j.ejrad.2022.110265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 02/27/2022] [Accepted: 03/16/2022] [Indexed: 11/03/2022]
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Oldweiler AB, Martin JT. In vivo relationships between lumbar facet joint and intervertebral disc composition and diurnal deformation. Clin Biomech (Bristol, Avon) 2021; 88:105425. [PMID: 34289433 PMCID: PMC8490326 DOI: 10.1016/j.clinbiomech.2021.105425] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 06/29/2021] [Accepted: 07/07/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Spinal motion is facilitated by a "three joint complex", two facet joints and one intervertebral disc at each spinal level. Both the intervertebral discs and facet joints are subject to natural age-related degeneration, and while these processes may be linked it is not clear how. As instability in the disc could underlie facet arthritis, we evaluated the hypothesis that the discs and facet joints are mechanically coupled. METHODS We recruited young, asymptomatic volunteers (n = 10; age: mean 25, range 21-30 years; BMI: mean 23.1, range 19.1-29.0 kg/m2) and applied magnetic resonance imaging (MRI) and three-dimensional (3D) modeling to measure facet and disc composition (MRI T1rho relaxation time) and facet and disc function (diurnal changes in facet space width, disc height) in the lumbar spine. FINDINGS We found that facet space width was positively associated with facet T1rho relaxation time (fluid content) and negatively associated with disc T1rho, and that facets adjacent to degenerated discs were significantly thicker and had significantly higher T1rho. Furthermore, the diurnal change in wedge angle was positively associated the diurnal change in facet space width, while disc degeneration, the diurnal change in disc height, and facet T1rho were not. INTERPRETATION These data demonstrate an interdependence between disc and facet health, but not between disc and facet mechanical function. Furthermore, the weak relationship between facet cartilage composition and in vivo function suggests that other factors, like spinal curvature, determine in vivo spine mechanics. Future work in symptomatic or aged populations are warranted to confirm these findings.
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Deneuville JP, Yushchenko M, Vendeuvre T, Germaneau A, Billot M, Roulaud M, Sarracanie M, Salameh N, Rigoard P. Quantitative MRI to Characterize the Nucleus Pulposus Morphological and Biomechanical Variation According to Sagittal Bending Load and Radial Fissure, an ex vivo Ovine Specimen Proof-of-Concept Study. Front Bioeng Biotechnol 2021; 9:676003. [PMID: 34178965 PMCID: PMC8220087 DOI: 10.3389/fbioe.2021.676003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 05/18/2021] [Indexed: 11/13/2022] Open
Abstract
Background and context: Low back pain is a dramatic burden worldwide. Discography studies have shown that 39% of chronic low back pain patients suffer from discogenic pain due to a radial fissure of intervertebral disc. This can have major implications in clinical therapeutic choices. The use of discography is restricted because of its invasiveness and interest in it remains low as it represents a static condition of the disc morphology. Magnetic Resonance Imaging (MRI) appears to be less invasive but does not describe the biomechanical dynamic behavior of the fissure. Purpose: We aimed to seek a quantitative MRI protocol combined with ex vivo sagittal loading to analyze the morphological and biomechanical changes of the intervertebral disc structure and stress distribution. Study design: Proof of concept. Methods: We designed a proof-of-concept ovine study including 3 different 3.0 T-MRI sequences (T2-weighted, T1 and T2 mapping). We analyzed 3 different mechanical states (neutral, flexion and extension) on a fresh ovine spine specimen to characterize an intervertebral disc before and after puncturing the anterior part of the annulus fibrosus. We used a mark tracking method to calculate the bending angles and the axial displacements of the discal structures. In parallel, we created a finite element model to calculate the variation of the axial stress and the maximal intensity shear stress, extrapolated from our experimental boundary conditions. Results: Thanks to an original combination of specific nuclear relaxation time quantifications (T1, T2) of the discal tissue, we characterized the nucleus movement/deformation into the fissure according to the synchronous mechanical load. This revealed a link between disc abnormality and spine segment range of motion capability. Our finite element model highlighted significant variations within the stress distribution between intact and damaged disc. Conclusion: Quantitative MRI appears to provide a new opportunity to characterize intra-discal structural morphology, lesions and stress changes under the influence of mechanical load. This preliminary work could have substantial implications for non-invasive disc exploration and could help to validate novel therapies for disc treatment.
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Affiliation(s)
- Jean-Philippe Deneuville
- PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, Poitiers, France.,Institut Pprime UPR 3346, CNRS - Université de Poitiers - ISAE-ENSMA, Poitiers, France
| | - Maksym Yushchenko
- Department of Biomedical Engineering, Center for Adaptable MRI Technology (AMT Center), University of Basel, Allschwil, Switzerland
| | - Tanguy Vendeuvre
- PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, Poitiers, France.,Institut Pprime UPR 3346, CNRS - Université de Poitiers - ISAE-ENSMA, Poitiers, France.,Department of Spine, Neuromodulation and Rehabilitation, Poitiers University Hospital, Poitiers, France
| | - Arnaud Germaneau
- Institut Pprime UPR 3346, CNRS - Université de Poitiers - ISAE-ENSMA, Poitiers, France
| | - Maxime Billot
- PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, Poitiers, France
| | - Manuel Roulaud
- PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, Poitiers, France
| | - Mathieu Sarracanie
- Department of Biomedical Engineering, Center for Adaptable MRI Technology (AMT Center), University of Basel, Allschwil, Switzerland
| | - Najat Salameh
- Department of Biomedical Engineering, Center for Adaptable MRI Technology (AMT Center), University of Basel, Allschwil, Switzerland
| | - Philippe Rigoard
- PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, Poitiers, France.,Institut Pprime UPR 3346, CNRS - Université de Poitiers - ISAE-ENSMA, Poitiers, France.,Department of Spine, Neuromodulation and Rehabilitation, Poitiers University Hospital, Poitiers, France
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