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Gersing AS, Holwein C, Suchowierski J, Feuerriegel G, Gassert FT, Baum T, Karampinos DC, Schwaiger BJ, Makowski MR, Burgkart R, Woertler K, Imhoff AB, Jungmann PM. Cartilage T 2 Relaxation Times and Subchondral Trabecular Bone Parameters Predict Morphological Outcome After Matrix-Associated Autologous Chondrocyte Implantation With Autologous Bone Grafting. Am J Sports Med 2020; 48:3573-3585. [PMID: 33200942 DOI: 10.1177/0363546520965987] [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] [Indexed: 01/31/2023]
Abstract
BACKGROUND Quantitative magnetic resonance (MR) imaging techniques are established for evaluation of cartilage composition and trabecular bone microstructure at the knee. It remains unclear whether quantitative MR parameters predict the midterm morphological outcome after matrix-associated chondrocyte implantation (MACI) with autologous bone grafting (ABG). PURPOSE To assess longitudinal changes and associations of the biochemical composition of cartilage repair tissue, the subchondral bone architecture, and morphological knee joint abnormalities on 3-T MR imaging after MACI with ABG at the knee. STUDY DESIGN Case series; Level of evidence, 4. METHODS Knees of 18 patients (28.7 ± 8.4 years [mean ± SD]; 5 women) were examined preoperatively and 3, 6, 12, and 24 months after MACI and ABG using 3-T MR imaging. Cartilage composition was assessed using T2 relaxation time measurements. Subchondral bone microstructure was quantified using a 3-dimensional phase-cycled balanced steady-state free precision sequence. Trabecular bone parameters were calculated using a dual threshold algorithm (apparent bone fraction, apparent trabecular number, and apparent trabecular separation). Morphological abnormalities were assessed using the MOCART (magnetic resonace observation of cartilage repair tissue) score, the WORMS (Whole-Organ Magnetic Resonance Imaging Score), and the CROAKS (Cartilage Repair Osteoarthritis Knee Score). Clinical symptoms were assessed using the Tegner activity and Lysholm knee scores. Statistical analyses were performed by using multiple linear regression analysis. RESULTS Total WORMS (P = .02) and MOCART (P = .001) scores significantly improved over 24 months after MACI. Clinical symptoms were significantly associated with the presence of bone marrow edema pattern abnormalities 24 months after surgery (P = .035). Overall there was a good to excellent radiological outcome found after 24 months (MOCART score, 88.8 ± 10.1). Cartilage repair T2 values significantly decreased between 12 and 24 months after MACI (P = .009). Lower global T2 values after 3 months were significantly associated with better MOCART scores after 24 months (P = .04). Moreover, trabecular bone parameters after 3 months were significantly associated with the total WORMS after 24 months (apparent bone fraction, P = .048; apparent trabecular number, P = .013; apparent trabecular separation, P = .013). CONCLUSION After MACI with ABG, early postoperative quantitative assessment of biochemical composition of cartilage and microstructure of subchondral bone may predict the outcome after 24 months. The perioperative global joint cartilage matrix quality is essential for proper proliferation of the repair tissue, reflected by MOCART scores. The subchondral bone quality of the ABG site is essential for proper maturation of the cartilage repair tissue, reflected by cartilage T2 values.
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Affiliation(s)
- Alexandra S Gersing
- Department of Radiology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany.,Department of Neuroradiology, University Hospital of Munich (LMU), Munich, Germany
| | - Christian Holwein
- Department of Orthopaedic Sports Medicine, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany.,Department of Trauma and Orthopaedic Surgery, BG Unfallklinik Murnau, Murnau, Germany
| | - Joachim Suchowierski
- Department of Orthopaedic Sports Medicine, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Georg Feuerriegel
- Department of Radiology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Florian T Gassert
- Department of Radiology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Thomas Baum
- Department of Neuroradiology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Dimitrios C Karampinos
- Department of Radiology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Benedikt J Schwaiger
- Department of Radiology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Marcus R Makowski
- Department of Radiology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | | | - Klaus Woertler
- Department of Radiology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Andreas B Imhoff
- Department of Orthopaedic Sports Medicine, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Pia M Jungmann
- Department of Radiology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany.,Department of Diagnostic and Interventional Radiology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
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Omoumi P, Babel H, Jolles BM, Favre J. Relationships between cartilage thickness and subchondral bone mineral density in non-osteoarthritic and severely osteoarthritic knees: In vivo concomitant 3D analysis using CT arthrography. Osteoarthritis Cartilage 2019; 27:621-629. [PMID: 30611905 DOI: 10.1016/j.joca.2018.12.014] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Revised: 12/18/2018] [Accepted: 12/23/2018] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To test whether subchondral bone mineral density (sBMD) and cartilage thickness (CTh) of femoral condyles are correlated in knees without and with severe medial femorotibial osteoarthritis (OA), using a subregional analysis with computerized tomography (CT) arthrography. METHODS CT arthrograms of 50 non-OA (18 males, 58.7 (interquartile range (IQR) = 6.6 years)) and 50 severe medial OA (24 males, 60.5 (IQR = 10.7) years) knees, were retrospectively analyzed. Bone and cartilage were segmented using custom-designed software, leading to 3D models on which each point of the subchondral surface is given a CTh and sBMD value. The average sBMD and CTh were then calculated for the entire weight-bearing regions as well as specific subregions of interest. Linear bivariate and multivariable analyses were performed to test for relationships between sBMD and CTh (regional and subregional measures, or medial-to-lateral ratios), with confounders of age, gender, femoral bone size and femorotibial angle. RESULTS In non-OA knees, the sBMD and CTh medial-to-lateral ratios were positively correlated for the total region and the external and internal subregions (r ≥ 0.341, P ≤ 0.015). In OA knees, sBMD and CTh medial-to-lateral ratios were negatively correlated for the total region and the external and central subregions (r ≤ -0.538, P < 0.001). Additional positive/negative relationships in the non-OA/OA knees were observed between sBMD and CTh measures in the medial compartment. CONCLUSIONS The positive correlation between sBMD and CTh in non-OA knees, and the negative one in OA knees, bring support to the theory of a subchondral bone/cartilage functional unit, which could help to better understand the pathophysiology of OA.
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Affiliation(s)
- P Omoumi
- Department of Diagnostic and Interventional Radiology, Centre Hospitalier Universitaire and University of Lausanne, Lausanne, Switzerland; Department of Radiology, Cliniques Universitaires St Luc - UC Louvain, Brussels, Belgium; Swiss BioMotion Lab, Department of Musculoskeletal Medicine, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland.
| | - H Babel
- Swiss BioMotion Lab, Department of Musculoskeletal Medicine, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - B M Jolles
- Swiss BioMotion Lab, Department of Musculoskeletal Medicine, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland; Institute of Micro Engineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - J Favre
- Swiss BioMotion Lab, Department of Musculoskeletal Medicine, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
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Gersing AS, Feuerriegel G, Holwein C, Suchowierski J, Karampinos DC, Haller B, Baum T, Schwaiger BJ, Kirschke JS, Rummeny EJ, Imhoff AB, Woertler K, Jungmann PM. T2-relaxation time of cartilage repair tissue is associated with bone remodeling after spongiosa-augmented matrix-associated autologous chondrocyte implantation. Osteoarthritis Cartilage 2019; 27:90-98. [PMID: 30248504 DOI: 10.1016/j.joca.2018.08.023] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2017] [Revised: 08/02/2018] [Accepted: 08/30/2018] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To investigate whether T2 relaxation time measurements of cartilage repair tissue and structural changes of the knee joint are associated with subchondral bone architecture after spongiosa-augmented matrix-associated autologous chondrocyte implantation (MACI). DESIGN Both knees of 25 patients (25.5 ± 7.8y; 10 women) were examined preoperatively and 2.7 years after unilateral spongiosa-augmented MACI with 3T magnetic resonance (MR) imaging. Cartilage composition was assessed using T2 relaxation time measurements, subchondral trabecular bone microstructure was quantified using a 3D phase-cycled balanced steady state free-precision sequence. Structural knee joint changes were assessed using the modified Whole-Organ Magnetic Resonance Imaging Score (WORMS). The Magnetic Resonance Observation of Cartilage Repair Tissue (MOCART) score was used for the postoperative description of the area that underwent MACI. Correlations were assessed using Spearman's rank correlation coefficients. RESULTS Hypertrophy of the cartilage repair tissue was found in 2 of 25 patients, both after a MACI procedure at the patella, 21 patients showed congruent filling. In subchondral bone of the cartilage repair compartment, apparent trabecular thickness was significantly higher in compartments with elevated cartilage T2 (n = 17; 0.37 ± 0.05 mm) compared to those showing no difference in cartilage T2 compared to the same compartment in the contralateral knee (n = 8; 0.27 ± 0.05 mm; P = 0.042). Significant correlations were found between the overall progression of WORMS and the ipsilateral vs contralateral ratio of average trabecular thickness (r = 0.48, P = 0.031) and bone fraction (r = 0.57, P = 0.007). CONCLUSIONS After spongiosa-augmented MACI, T2 values of cartilage repair tissue and structural knee joint changes correlated with the quality of the underlying trabecular bone.
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Affiliation(s)
- A S Gersing
- Department of Radiology, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany.
| | - G Feuerriegel
- Department of Radiology, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany.
| | - C Holwein
- Department of Orthopaedic Sports Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany; Department of Trauma and Orthopaedic Surgery, BG Unfallklinik Murnau, Murnau, Germany.
| | - J Suchowierski
- Department of Orthopaedic Sports Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany.
| | - D C Karampinos
- Department of Radiology, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany.
| | - B Haller
- Institute of Medical Informatics, Statistics and Epidemiology, Technical University of Munich, Munich, Germany.
| | - T Baum
- Department of Neuroradiology, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany.
| | - B J Schwaiger
- Department of Radiology, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany.
| | - J S Kirschke
- Department of Neuroradiology, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany.
| | - E J Rummeny
- Department of Radiology, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany.
| | - A B Imhoff
- Department of Orthopaedic Sports Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany.
| | - K Woertler
- Department of Radiology, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany.
| | - P M Jungmann
- Department of Radiology, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany; Department of Neuroradiology, University Hospital Zurich, University of Zurich, Switzerland.
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Gersing AS, Jungmann PM, Schwaiger BJ, Zarnowski J, Kopp FK, Landwehr S, Sauerschnig M, Joseph GB, Imhoff AB, Rummeny EJ, Kirschke JS, Baum T. Longitudinal changes in subchondral bone structure as assessed with MRI are associated with functional outcome after high tibial osteotomy. J ISAKOS 2018; 3:205-212. [PMID: 30705762 DOI: 10.1136/jisakos-2017-000194] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
OBJECTIVES The primary objective of this study was to evaluate the effects of high tibial osteotomy (HTO) on subchondral bone structure assessed with magnetic resonance (MR)-based trabecular bone imaging and the correlations of these effects with functional outcome and clinical symptoms. METHODS Patients with varus malalignment (6.2±2.2°) and without a history of knee surgery (n=22; 3 women; 48.7±10.3 years) were included into this prospective study. 1.5T MR imaging was performed before and on average 1.5 years after HTO (amount of correction 4.7±2.5°) and histomorphometric parameters of the trabecular bone were calculated for the medial/ lateral tibia and femur. Functional outcome was assessed with validated scores focusing on sports activity including the Lysholm Score, Tegner Activity Scale and the adapted Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) Score. RESULTS Apparent trabecular number significantly decreased in all compartments of the tibiofemoral joint when comparing values before and on average 1.5 years after HTO (P<0.05 for all). Decrease in apparent trabecular number was significantly higher within the medial tibia compared to the lateral compartment (mean difference -0.24 mm-1 (95% confidence interval (CI): -0.33, -0.14 mm-1); P<0.001). Apparent trabecular bone thickness significantly increased within 1.5 years after HTO in the lateral femur (P=0.002) and tibia (P <0.001). The Lysholm Score and Tegner Scale demonstrated an improvement of functional outcome, and the adapted WOMAC demonstrated an improvement of pain, stiffness and physical function within 1.5 years after HTO (P<0.01), with the improvement of WOMAC correlating significantly with changes in trabecular bone thickness within the medial tibia (r= -0.48; P=0.01). CONCLUSION These findings indicate a reversal of the previous subchondral bone alterations in patients with varus malalignment after undergoing HTO, while pronounced subchondral changes were associated with a better functional outcome. LEVEL OF EVIDENCE 3.
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Affiliation(s)
- Alexandra S Gersing
- Department of Radiology, Klinikum rechts der Isar, Technical University of Munich, Munich, 81675, Germany.,Department of Radiology and Biomedical Imaging, University of California San Francisco, 185 Berry Street, Suite 350, San Francisco, CA 94107, U.S.A
| | - Pia M Jungmann
- Department of Radiology, Klinikum rechts der Isar, Technical University of Munich, Munich, 81675, Germany
| | - Benedikt J Schwaiger
- Department of Radiology, Klinikum rechts der Isar, Technical University of Munich, Munich, 81675, Germany
| | - Julia Zarnowski
- Department of Radiology, Klinikum rechts der Isar, Technical University of Munich, Munich, 81675, Germany
| | - Felix K Kopp
- Department of Radiology, Klinikum rechts der Isar, Technical University of Munich, Munich, 81675, Germany
| | - Saskia Landwehr
- Department of Orthopaedic Sports Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, 81675, Germany
| | - Martin Sauerschnig
- Department of Orthopaedic Sports Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, 81675, Germany.,Trauma Hospital Graz, Unfallkrankenhaus der Allgemeinen Unfallversicherungsanstalt (AUVA) Göstinger Straße 24, 8020 Graz, Austria
| | - Gabby B Joseph
- Department of Radiology and Biomedical Imaging, University of California San Francisco, 185 Berry Street, Suite 350, San Francisco, CA 94107, U.S.A
| | - Andreas B Imhoff
- Department of Orthopaedic Sports Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, 81675, Germany
| | - Ernst J Rummeny
- Department of Radiology, Klinikum rechts der Isar, Technical University of Munich, Munich, 81675, Germany
| | - Jan S Kirschke
- Department of Radiology, Klinikum rechts der Isar, Technical University of Munich, Munich, 81675, Germany.,Department of Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, Munich, 81675, Germany
| | - Thomas Baum
- Department of Radiology, Klinikum rechts der Isar, Technical University of Munich, Munich, 81675, Germany.,Department of Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, Munich, 81675, Germany
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MacKay JW, Murray PJ, Low SBL, Kasmai B, Johnson G, Donell ST, Toms AP. Quantitative analysis of tibial subchondral bone: Texture analysis outperforms conventional trabecular microarchitecture analysis. J Magn Reson Imaging 2015; 43:1159-70. [PMID: 26606692 DOI: 10.1002/jmri.25088] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2015] [Accepted: 10/26/2015] [Indexed: 11/07/2022] Open
Abstract
BACKGROUND The aim of this study was to compare two different methods of quantitative assessment of tibial subchondral bone in osteoarthritis (OA): statistical texture analysis (sTA) and trabecular microarchitecture analysis (tMA). METHODS Asymptomatic controls aged 20-30 (n = 10), patients aged 40-50 with chronic knee pain but without established OA (n = 10) and patients aged 55-85 with advanced OA scheduled for knee replacement (n = 10) underwent knee MR imaging at 3 Tesla with a three-dimensional gradient echo sequence to allow sTA and tMA. tMA and sTA features were calculated using region of interest creation in the medial (MT) and lateral (LT) tibial subchondral bone. Features were compared between groups using one-way analysis of variance. The two most discriminating tMA and sTA features were used to construct exploratory discriminant functions to assess the ability of the two methods to classify participants. RESULTS No tMA features were significantly different between groups at either MT or LT. 17/20 and 11/20 sTA features were significantly different between groups at the MT/LT, respectively (P < 0.001). Discriminant functions created using tMA features classified 12/30 participants correctly (40% accuracy; 95% confidence interval [CI], 22-58%) based on MT data and 9/30 correctly (30%,; 95% CI, 14-46) based on LT data. Discriminant functions using sTA features classified 16/30 participants correctly (53%; 95% CI, 35-71) based on MT data and 14/30 correctly (47%; 95% CI, 29-65) based on LT data. CONCLUSION sTA features showed more significant differences between the three study groups and improved classification accuracy compared with tMA features.
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Affiliation(s)
- James W MacKay
- Department of Radiology, Norfolk & Norwich University Hospital, Norwich, United Kingdom
| | - Philip J Murray
- Department of Radiology, Norfolk & Norwich University Hospital, Norwich, United Kingdom
| | - Samantha B L Low
- Department of Radiology, Norfolk & Norwich University Hospital, Norwich, United Kingdom
| | - Bahman Kasmai
- Department of Radiology, Norfolk & Norwich University Hospital, Norwich, United Kingdom
| | - Glyn Johnson
- Department of Radiology, Norfolk & Norwich University Hospital, Norwich, United Kingdom
- Norwich Medical School, University of East Anglia, Norwich, United Kingdom
| | - Simon T Donell
- Norwich Medical School, University of East Anglia, Norwich, United Kingdom
- Department of Trauma & Orthopaedics, Norfolk & Norwich University Hospital, Norwich, United Kingdom
| | - Andoni P Toms
- Department of Radiology, Norfolk & Norwich University Hospital, Norwich, United Kingdom
- Norwich Medical School, University of East Anglia, Norwich, United Kingdom
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