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Orthopaedic Proceedings
Vol. 106-B, Issue SUPP_2 | Pages 19 - 19
2 Jan 2024
Castagno S Birch M van der Schaar M McCaskie A
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Precision health aims to develop personalised and proactive strategies for predicting, preventing, and treating complex diseases such as osteoarthritis (OA). Due to OA heterogeneity, which makes developing effective treatments challenging, identifying patients at risk for accelerated disease progression is essential for efficient clinical trial design and new treatment target discovery and development. To create a reliable and interpretable precision health tool that predicts rapid knee OA progression over a 2-year period from baseline patient characteristics using an advanced automated machine learning (autoML) framework, “Autoprognosis 2.0”. All available 2-year follow-up periods of 600 patients from the FNIH OA Biomarker Consortium were analysed using “Autoprognosis 2.0” in two separate approaches, with distinct definitions of clinical outcomes: multi-class predictions (categorising disease progression into pain and/or radiographic progression) and binary predictions. Models were developed using a training set of 1352 instances and all available variables (including clinical, X-ray, MRI, and biochemical features), and validated through both stratified 10-fold cross-validation and hold-out validation on a testing set of 339 instances. Model performance was assessed using multiple evaluation metrics. Interpretability analyses were carried out to identify important predictors of progression. Our final models yielded higher accuracy scores for multi-class predictions (AUC-ROC: 0.858, 95% CI: 0.856-0.860) compared to binary predictions (AUC-ROC: 0.717, 95% CI: 0.712-0.722). Important predictors of rapid disease progression included WOMAC scores and MRI features. Additionally, accurate ML models were developed for predicting OA progression in a subgroup of patients aged 65 or younger. This study presents a reliable and interpretable precision health tool for predicting rapid knee OA progression. Our models provide accurate predictions and, importantly, allow specific predictors of rapid disease progression to be identified. Furthermore, the transparency and explainability of our methods may facilitate their acceptance by clinicians and patients, enabling effective translation to clinical practice


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_16 | Pages 23 - 23
17 Nov 2023
Castagno S Birch M van der Schaar M McCaskie A
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Abstract. Introduction. Precision health aims to develop personalised and proactive strategies for predicting, preventing, and treating complex diseases such as osteoarthritis (OA), a degenerative joint disease affecting over 300 million people worldwide. Due to OA heterogeneity, which makes developing effective treatments challenging, identifying patients at risk for accelerated disease progression is essential for efficient clinical trial design and new treatment target discovery and development. Objectives. This study aims to create a trustworthy and interpretable precision health tool that predicts rapid knee OA progression based on baseline patient characteristics using an advanced automated machine learning (autoML) framework, “Autoprognosis 2.0”. Methods. All available 2-year follow-up periods of 600 patients from the FNIH OA Biomarker Consortium were analysed using “Autoprognosis 2.0” in two separate approaches, with distinct definitions of clinical outcomes: multi-class predictions (categorising patients into non-progressors, pain-only progressors, radiographic-only progressors, and both pain and radiographic progressors) and binary predictions (categorising patients into non-progressors and progressors). Models were developed using a training set of 1352 instances and all available variables (including clinical, X-ray, MRI, and biochemical features), and validated through both stratified 10-fold cross-validation and hold-out validation on a testing set of 339 instances. Model performance was assessed using multiple evaluation metrics, such as AUC-ROC, AUC-PRC, F1-score, precision, and recall. Additionally, interpretability analyses were carried out to identify important predictors of rapid disease progression. Results. Our final models yielded high accuracy scores for both multi-class predictions (AUC-ROC: 0.858, 95% CI: 0.856–0.860; AUC-PRC: 0.675, 95% CI: 0.671–0.679; F1-score: 0.560, 95% CI: 0.554–0.566) and binary predictions (AUC-ROC: 0.717, 95% CI: 0.712–0.722; AUC-PRC: 0.620, 95% CI: 0.616–0.624; F1-score: 0.676, 95% CI: 0.673–0679). Important predictors of rapid disease progression included the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) scores and MRI features. Our models were further successfully validated using a hold-out dataset, which was previously omitted from model development and training (AUC-ROC: 0.877 for multi-class predictions; AUC-ROC: 0.746 for binary predictions). Additionally, accurate ML models were developed for predicting OA progression in a subgroup of patients aged 65 or younger (AUC-ROC: 0.862, 95% CI: 0.861–0.863 for multi-class predictions; AUC-ROC: 0.736, 95% CI: 0.734–0.738 for binary predictions). Conclusions. This study presents a reliable and interpretable precision health tool for predicting rapid knee OA progression using “Autoprognosis 2.0”. Our models provide accurate predictions and offer insights into important predictors of rapid disease progression. Furthermore, the transparency and interpretability of our methods may facilitate their acceptance by clinicians and patients, enabling effective utilisation in clinical practice. Future work should focus on refining these models by increasing the sample size, integrating additional features, and using independent datasets for external validation. Declaration of Interest. (b) declare that there is no conflict of interest that could be perceived as prejudicing the impartiality of the research reported:I declare that there is no conflict of interest that could be perceived as prejudicing the impartiality of the research project


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_7 | Pages 149 - 149
4 Apr 2023
Killen B Willems M Hoang H Verschueren S Jonkers I
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The aim of this research was to determine biomechanical markers which differentiate medial knee osteoarthritis (OA) patients who do and do not show structural progression over a 2-year period. A cohort of 36 subjects was selected from a longitudinal study (Meireles et al 2017) using Kellgren-Lawrence (KL) scores at baseline and 2-year follow-up. The cohort consisted of 10 healthy controls (HC) (KL=0 at both time points), 15 medial knee OA non-progressors (NPKOA) (KL≥1 at baseline and no change over 2 years), and 11 medial knee OA progressors (PKOA) (KL≥1 at baseline and increase of ≥1 over 2 years). 3D integrated motion capture data from three walking trials were processed through a musculoskeletal modelling framework (Smith et al 2016) to estimate knee joint loading parameters (i.e., magnitude of mean contact pressure, and centre of pressure (COP)). Parameters at first and second peak were extracted and compared between groups using Kruskal-Wallis and Mann-Whitney tests. Higher magnitudes were observed in PKOA vs NPKOA, and PKOA vs HC groups at both time points. Additionally, a posterior (1st and 2nd peak), and lateral (2nd peak) shift in medial compartment COP was shown between PKOA and NPKOA, and PKOA and HC subjects. Interestingly, in the studied parameters, no differences were observed between NPKOA and HC groups. Significantly higher magnitude, and a more posterior and lateral COP was observed between PKOA and NPKOA patients. These differences, combined with an absence of difference between NPKOA and HC suggest structural OA progression is driven by a combination of altered loading magnitude and location. These results may serve as guidelines for targeted gait retraining rehabilitation to slow or stop knee OA progression whereby shifting COP anterior and medial and reducing magnitude by ~22% may shift patients from a PKOA to a NPKOA trajectory


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_7 | Pages 147 - 147
4 Apr 2023
Tohidnezhad M Kubo Y Gonzalez J Weiler M Pahlavani H Szymanski K Mirazaali M Pufe T Jahr H
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Nuclear factor erythroid 2–related factor 2 (Nrf2) is a crucial transcription factor to maintain cellular redox homeostasis, but is also affecting bone metabolism. As the association between Nrf2 and osteoporosis in elderly females is not fully elucidated, our aim was to shed light on the potential contribution of Nrf2 to the development of age-dependent osteoporosis using a mouse model. Female wild-type (WT, n=18) and Nrf2-knockout (KO, n=12) mice were sacrificed at different ages (12 weeks=young mature adult, and 90 weeks=old), morphological cortical and trabecular properties of femoral bone analyzed by micro-computed tomography (µCT), and compared to histochemistry. Mechanical properties were derived from quasi-static compression tests and digital image correlation (DIC) used to analyze full-field strain distribution. Bone resorbing cells and aromatase expression by osteocytes were evaluated immunohistochemically and empty osteocyte lacunae counted in cortical bone. Wilcoxon rank sum test was used for data comparison and differences considered statistically significant at p<0.05. When compared to old WT mice, old Nrf2-KO mice revealed a significantly reduced trabecular bone mineral density (BMD), cortical thickness (Ct.Th), cortical area (Ct.Ar), and cortical bone fraction (Ct.Ar/Tt.Ar). Surprisingly, these parameters were not different in skeletally mature young adult mice. Metaphyseal trabeculae were thin but present in all old WT mice, while no trabecular bone was detectable in 60% of old KO mice. Occurrence of empty osteocyte lacunae did not differ between both groups, but a significantly higher number of osteoclast-like cells and fewer aromatase-positive osteocytes were found in old KO mice. Furthermore, female Nrf2-KO mice showed an age-dependently reduced fracture resilience when compared to age-matched WT mice. Our results confirmed lower bone quantity and quality as well as an increased number of bone resorbing cells in old female Nrf2-KO mice. Additionally, aromatase expression in osteocytes of old Nrf2-KO mice was compromised, which may indicate a chronic lack of estrogen in bones of old Nrf2-deficient mice. Thus, chronic Nrf2 loss seems to contribute to age-dependent progression of female osteoporosis


Orthopaedic Proceedings
Vol. 103-B, Issue SUPP_13 | Pages 149 - 149
1 Nov 2021
Smeriglio P Indelli PF Bhutani N
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Introduction and Objective. Osteoarthristis (OA) has been associated with many genes and yet the genetic basis for this disease has never formally been established. Recent realization that epigenetic changes could be the underlying pathological mechanisms has helped to explain many complex multifactorial diseases with no clear genetic cause. We therefore asked whether epigenetics could also play a role in OA. We have previously shown that the DNA epigenetic modification, specifically the hydroxymethylation on cytosine (5hmC), undergoes a fivefold increase on OA-associated genes which are activated at OA onset. In this study, we further uncovered a set of 5hmC-mediated gene targets and their mechanistic link to OA progression. Materials and Methods. We surgically induced OA on 4 to 6 months old Tet1−/− mice (Tet1tm1.1Jae, the Jackson laboratory) and wild-type littermates by performing destabilization of the medial meniscus (DMM) surgery. Joints were collected for histological assessment through blinded grading with the OARSI scoring system. Human articular chondrocytes were harvested from OA cartilage samples obtained during total knee arthroplasty or from grossly normal cartilage pieces obtained during notchplasty or debridement from patients undergoing anterior cruciate ligament (ACL) reconstruction with no history of OA symptoms, under approved Human subjects Institutional Review Board protocols. Bioinformatic analyses of RNA-sequencing and CCGG sequencing (reduced representation 5hmC profiling) were performed to identify TET1 target genes associated with OA progression. Several measurements were used to assess the effect of TET1 ablation on the phenotype of mouse cartilage tissue and human chondrocytes including, histological evaluation, and quantitative bone assessment by micro-CT imaging and multiplex cytokine analyses in the serum of mice in vivo (mouse 39-plex assay) and in the supernatant of human chondrocyte cultures (human 62-plex assay). Results. We used a mouse model with surgically induced OA and found that OA onset was accompanied by a gain of ∼40,000 differentially hydroxymethylated sites prior the notable histological onset of the disease. We additionally revealed that these changes are mediated by the ten-eleven-translocation enzyme 1 (TET1), since Tet1−/− mice lost 98% of 5hmC sites upon OA induction. Remarkably, Tet1−/− mice were protected from OA development including degeneration of the cartilage surface and osteophyte formation. Silencing of TET1 expression in human OA chondrocytes reduced the expression in a set of genes, which may represent the pathological gene targets that exacerbate OA including MMP3 and MMP13 and several inflammatory cytokines. Therefore, our study reveals the unexpected beneficial role of TET1 inhibition in blocking OA progression. In fact, intra-articular injections of a dioxygenases’ inhibitor, 2 hydroxyglutarate, on mice after surgical induction of OA stalled disease progression. Furthermore, treatment of human OA chondrocytes with the same inhibitor also phenocopied TET1 loss, implicating a therapeutic potential of TET inhibition in OA patients. Conclusions. Collectively, our study not only demonstrate the role of TET1 in OA; the 5hmC-mediated gene targets acting on multiple OA pathways were identified and can be modulated as therapeutic intervention to treat OA


Bone & Joint Research
Vol. 7, Issue 3 | Pages 252 - 262
1 Mar 2018
Nishida K Matsushita T Takayama K Tanaka T Miyaji N Ibaraki K Araki D Kanzaki N Matsumoto T Kuroda R

Objectives. This study aimed to examine the effects of SRT1720, a potent SIRT1 activator, on osteoarthritis (OA) progression using an experimental OA model. Methods. Osteoarthritis was surgically induced by destabilization of the medial meniscus in eight-week-old C57BL/6 male mice. SRT1720 was administered intraperitoneally twice a week after surgery. Osteoarthritis progression was evaluated histologically using the Osteoarthritis Research Society International (OARSI) score at four, eight, 12 and 16 weeks. The expression of SIRT1, matrix metalloproteinase 13 (MMP-13), a disintegrin and metalloproteinase with thrombospondin motifs-5 (ADAMTS-5), cleaved caspase-3, PARP p85, and acetylated nuclear factor (NF)-κB p65 in cartilage was examined by immunohistochemistry. Synovitis was also evaluated histologically. Primary mouse epiphyseal chondrocytes were treated with SRT1720 in the presence or absence of interleukin 1 beta (IL-1β), and gene expression changes were examined by real-time polymerase chain reaction (PCR). Results. The OARSI score was significantly lower in mice treated with SRT1720 than in control mice at eight and 12 weeks associated with the decreased size of osteophytes at four and eight weeks. The delayed OA progression in the mice treated with SRT1720 was also associated with increased SIRT1-positive chondrocytes and decreased MMP-13-, ADAMTS-5-, cleaved caspase-3-, PARP p85-, and acetylated NF-κB p65-positive chondrocytes and decreased synovitis at four and eight weeks. SRT1720 treatment partially rescued the decreases in collagen type II alpha 1 (COL2A1) and aggrecan caused by IL-1β, while also reducing the induction of MMP-13 by IL-1β in vitro. Conclusion. The intraperitoneal injection of SRT1720 attenuated experimental OA progression in mice, indicating that SRT1720 could be a new therapeutic approach for OA. Cite this article: K. Nishida, T. Matsushita, K. Takayama, T. Tanaka, N. Miyaji, K. Ibaraki, D. Araki, N. Kanzaki, T. Matsumoto, R. Kuroda. Intraperitoneal injection of the SIRT1 activator SRT1720 attenuates the progression of experimental osteoarthritis in mice. Bone Joint Res 2018;7:252–262. DOI: 10.1302/2046-3758.73.BJR-2017-0227.R1


Bone & Joint Research
Vol. 7, Issue 3 | Pages 244 - 251
1 Mar 2018
Tawonsawatruk T Sriwatananukulkit O Himakhun W Hemstapat W

Objectives. In this study, we compared the pain behaviour and osteoarthritis (OA) progression between anterior cruciate ligament transection (ACLT) and osteochondral injury in surgically-induced OA rat models. Methods. OA was induced in the knee joints of male Wistar rats using transection of the ACL or induction of osteochondral injury. Changes in the percentage of high limb weight distribution (%HLWD) on the operated hind limb were used to determine the pain behaviour in these models. The development of OA was assessed and compared using a histological evaluation based on the Osteoarthritis Research Society International (OARSI) cartilage OA histopathology score. Results. Both models showed an increase in joint pain as indicated by a significant (p < 0.05) decrease in the values of %HLWD at one week post-surgery. In the osteochondral injury model, the %HLWD returned to normal within three weeks, while in the ACLT model, a significant decrease in the %HLWD was persistent over an eight-week period. In addition, OA progression was more advanced in the ACLT model than in the osteochondral injury model. Furthermore, the ACLT model exhibited a higher mean OA score than that of the osteochondral injury model at 12 weeks. Conclusion. The development of pain patterns in the ACLT and osteochondral injury models is different in that the OA progression was significant in the ACLT model. Although both can be used as models for a post-traumatic injury of the knee, the selection of appropriate models for OA in preclinical studies should be specified and relevant to the clinical scenario. Cite this article: T. Tawonsawatruk, O. Sriwatananukulkit, W. Himakhun, W. Hemstapat. Comparison of pain behaviour and osteoarthritis progression between anterior cruciate ligament transection and osteochondral injury in rat models. Bone Joint Res 2018;7:244–251. DOI: 10.1302/2046-3758.73.BJR-2017-0121.R2


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_11 | Pages 94 - 94
1 Dec 2020
Ambrosio L Vadalà G Cattani C Bernardini R Giacalone A Papalia R Denaro V
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Cartilage neoangiogenesis holds a key role in the development of osteoarthritis (OA) by promoting cartilage degradation with proteoglycan loss, subchondral bone sclerosis, osteophyte formation and synovial hyperplasia. This study aimed to assess the in vivo efficacy of bevacizumab, an antibody against vascular endothelial growth factor (VEGF) in an OA animal model. 24 New Zealand white rabbits underwent anterior cruciate ligament transection in order to spontaneously develop knee OA. Animals were divided into four groups: one receiving a sham intraarticular knee injection (saline) and three groups treated with 5, 10, and 20 mg intraarticular bevacizumab injections. The biological effect of the antibody on cartilage and synovium was evaluated through histology and quantified with the Osteoarthritis Research Society International (OARSI) scores. Immunohistochemical analysis was conducted to investigate type 2 collagen, aggrecan, and matrix metalloproteinase 13 (MMP-13) expression in both cartilage and synovium. Intraarticular bevacizumab led to a significant reduction of cartilage degeneration and synovial OA alterations. Immunohistochemistry showed a significantly reduced MMP-13 expression in all experimental groups, with the one receiving 20 mg bevacizumab showing the lowest. Furthermore, the antibody showed to increment the production of aggrecan and type 2 collagen after administration of 5, 10, and 20 mg. The group treated with 20 mg showed the highest levels of type 2 collagen expression, while aggrecan content was even higher than in the healthy cartilage. Intraarticular bevacizumab has demonstrated to effectively arrest OA progression in our model, with 20 mg being the most efficacious dose. By inhibiting cartilage and synovial neoangiogenesis, bevacizumab may serve as a possible disease-modifying osteoarthritis drug (DMOAD) in the next future


Orthopaedic Proceedings
Vol. 100-B, Issue SUPP_4 | Pages 21 - 21
1 Apr 2018
Keppler A Neuerburg C Westphal I Aszodi A Böcker W Schieker M
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Introduction. Osteoarthritis (OA) is a slow progressive disease and a huge economic burden. A new target for therapy could be a growth factor treatment to prevent the loss of cartilage following injuries to the joint. BMP-7 is a promising candidate for such a novel therapy based on growth factors. In this study we combined the chondroprotective effects of BMP-7 with a novel thermosensitive hydrogel to prevent cartilage degeneration in a murine OA model. M&M. A BDI based thermosensitive hydrogel (Pluronic 123 with Butandiisyocyanate (BDI); LivImplant GmbH, Germany) was augmented with BMP-7 (rh-BMP-7, Olympus Biotech, France; 0.2 µg BMP-7/10µg Hydroge). To investigate the effects on OA progression we used the murine DMM (Destabilization of the medial meniscus) model for OA induction. Animal testing was approved by the Government Commitee of Upper Bavaria (file reference: 55.2-1-54-2532-150-13). A total of 38 C57BL/6 mice were included in this study. Immediately after the DMM surgery and wound closure BMP-7 mixed with BDI Hydrogel or only the BDI Hydrogel was administered via intraarticular injection. The following groups were examined: A) BMP-7 augmented BDI hydrogel B) only BDI hydrogel C) no injection following surgery D) control, healthy contralateral knee joint. After 4 (n=4 per group) and 8 (n=8) weeks mice were euthanized and knees were compared histologically. Results/Discussion. After 4 weeks the BMP-7 treated group showed a significant lower cartilage erosion compared to the group which only received DMM surgery. In the BMP-7 treated knee, osteoarthritis progression was also milder after 8 weeks than in knees of the DMM group. In all knees, except the control group, cartilage degeneration further progressed throughout the observation period. The contralateral joints showed no severe OA. We did not observe any inflammation or systemic reaction to the hydrogel. Taken together, we can conclude that BMP-7 showed a positive effect on the cartilage structure. Yet, the effect of a single administration is not strong enough to see a significant effect after 8 weeks. Furthermore, we can conclude, that the intraarticular administration of a thermosensitive hydrogel is an easy and feasible way to administer active agents precise to the joint


Orthopaedic Proceedings
Vol. 96-B, Issue SUPP_11 | Pages 98 - 98
1 Jul 2014
Palmer A Fernquest S Hamish L Pollard T McNally E Wilson D Wilson D Madler B Carr A Glyn-Jones S
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Summary. The dGEMRIC index correlates more strongly with the pattern of radiographic joint space narrowing in hip osteoarthritis at five year follow-up than morphological measurements of the proximal femur. It therefore offers potential to refine predictive models of hip osteoarthritis progression. Introduction. Longitudinal general population studies have shown that femoroacetabular impingement increases the risk of developing hip osteoarthritis, however, morphological parameters have a low positive predictive value. Arthroscopic debridement of impingement lesions has been proposed as a potential strategy for the prevention of osteoarthritis, however, the development of such strategies requires the identification of individuals at high risk of disease progression. We investigated whether delayed Gadolinium-Enhanced MRI of Cartilage (dGEMRIC) predicts disease progression. This imaging modality is an indirect measure of cartilage glycosaminoglycan content. Patients and Methods. 34 asymptomatic individuals from a longitudinal cohort study (sibkids) were assessed at baseline with the collection of Patient Reported Outcome Measures (PROMs), anteroposterior and cross-table lateral radiographs, 3D morphological MRI, and dGEMRIC at 3T of their index hip. A dGEMRIC index was calculated as a ratio of the anterosuperior acetabular cartilage T1 relaxation time and the total femoral and acetabular cartilage T1 relaxation time. 29 individuals were followed up at 5 years for repeat assessment (average age 51 years and range 36 to 67). Radiological measurements were made by a single observer using in house Hipmorf software. Radiographic disease progression was assessed using minimum joint space width (JSW), lateral sourcil JSW, and medial sourcil JSW. These were measured on baseline and five year follow-up anteroposterior radiographs with an intra-observer ICC of 0.916. Alpha angle measurements were made by the same observer on radiographs and MRI radial slices with an intra-observer ICC of 0.926. Results. Mean minimum JSW for the cohort fell by 0.16mm over five years (p=0.024). Baseline dGEMRIC index did not correlate with change in minimum JSW (r=0.031 p=0.873). There was a moderate correlation between baseline dGEMRIC and the direction of JSW loss (change in JSW at the lateral sourcil minus change in JSW at the medial sourcil) (r=0.561 p=0.002). There was a weak correlation between the change in Non-Arthritic Hip Score and baseline dGEMRIC (r=0.256 P=0.180). Maximum alpha angle measured on baseline MRI radial slices did not correlate with change in minimum JSW and weakly correlated with the direction of JSW narrowing (r=0.273 p=0.160). Conclusion. A low dGEMRIC index indicates reduced glycosaminoglycan concentration in the anterosuperior acetabular cartilage compared with the total femoral and acetabular cartilage. This correlates with lateral JSW narrowing relative to medial JSW narrowing as osteoarthritis progresses. The dGEMRIC index correlates better with osteoarthritis progression than alpha angle measurements and offers the potential to refine a predictive model for osteoarthritis progression to aid patient selection for clinical trials


Orthopaedic Proceedings
Vol. 103-B, Issue SUPP_4 | Pages 7 - 7
1 Mar 2021
Barcik J Ernst M Freitag L Dlaska CE Drenchev L Todorov S Gueorguiev B Skulev H Zeiter S Epari D Windlof M
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In the course of uneventful secondary bone healing, a fracture gap is progressively overgrown by callus which subsequently calcifies and remodels into new bone. It is widely accepted that callus formation is promoted by mechanical stimulation of the tissue in the fracture gap. However, the optimal levels of the interfragmentary motion's amplitude, frequency and timing remain unknown. The aim of this study was to develop an active fixation system capable of installing a well-controlled mechanical environment in the fracture gap with continuous monitoring of the bone healing progression. The experimental model was adapted from Tufekci et al. 2018 and required creation of a critical size defect and an osteotomy in a sheep tibia. They were separated by a mobile bone fragment. The distal and proximal parts of the tibia were fixed with an external fixator, whereas the mobile fragment was connected to the proximal part with an active fixator equipped with a linear actuator to move it axially for mechanical stimulation of the tissue in the fracture gap. This configuration installed well-controlled mechanical conditions in the osteotomy, dependent only on the motion of the active fixator and shielded from the influence of the sheep's functional weightbearing. A load sensor was integrated to measure the force acting in the fracture gap during mechanical stimulation. The motion of the bone fragment was controlled by means of a custom-made controller allowing to program stimulation protocols of various profiles, amplitudes and frequencies of loading events. Following in vitro testing, the system was tested in two Swiss White Alpine Sheep. It was configured to simulate immediate weightbearing for one of the animals and delayed weightbearing for the other. The applied loading protocol consisted of 1000 loading events evenly distributed over 12 hours resulting in in a single loading event every 44 seconds. Bench testing confirmed the ability of the system to operate effectively with frequencies up to 1Hz over a range of stimulation amplitudes from 0.1 to 1.5 mm. Continuous measurements of in vivo callus stiffness revealed progressive fracture consolidation in the course of each experiment. A delayed onset of fracture healing was observed in the sheep with simulated delayed weightbearing. The conducted preclinical experiments demonstrated its robustness and reliability. The system can be applied for further preclinical research and comprehensive in-depth investigation of fracture healing


Orthopaedic Proceedings
Vol. 96-B, Issue SUPP_11 | Pages 99 - 99
1 Jul 2014
Morsi E Eid T Hadhoud M Elseedy A
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Summary Statement. This work proved by prospective clinical and radiological controlled study that the best regimen for treatment of early KOA is combination of NSAIDS, physiotherapy, vasoprotective and vasodilator drugs, and alendronate. Introduction. There is controversy in the literatures regarding the best treatment for early knee osteoarthritis because there is a more controversy regarding the initiating factor of KOA The Objectives of this work were to evaluate the efficacy of various treatment regimens for the prevention of progression of early knee osteoarthritis (KOA). Also, to elucidate the factors for initiation and progression of KOA. Patients and Methods. Four groups of 50 patients with early KOA were treated with four treatment regimens. The first group (control) received analgesics as needed for one year. The second group received non steroidal anti-inflammatory drugs (NSAIDS) plus physiotherapy for one month; with analgesics as needed for the rest of the year. The third group received NSAIDS plus physiotherapy, plus vasoprotective and vasodilator drugs for one month; vasoprotective and vasodilator drugs for the next six months, and analgesics as needed for the rest of the year. The fourth group received NSAIDS plus physiotherapy, plus vasoprotective and vasodilator drugs plus alendronate for one month; vasoprotective and vasodilator drugs plus alendronate for the next six months; and analgesics as needed for the rest of the year. The age of the patients was from 40 to45years. There were 25 males and 25 females in each group. Patients with causes of secondary KOA (e.g. rheumatoid, gouty, traumatic, etc.) were excluded. All patients were subjected to Pre- and post treatment regimens clinical and radiological evaluation Clinical evaluation included history of progressive knee pain for 3–6weeks, limping, Visual analog pain score, tenderness, and knee range of motion. Radiological evaluation included 1.0 T MRI which was performed using proton density-weighted, fat-suppressed sequences. BML size and cartilage status were scored in the same sub regions according to the WORMS system. Results. Progression of KOA in the first, second, third, and fourth group were 66%, 55%, 25%, and 19% of patients respectively No sex difference was detected. Conclusion. The best treatment regimen for early KOA is combination of NSAIDS, physiotherapy, vasoprotective and vasodilator drugs, and alendronate. Vascular and local osteoporotic factors may play a major role in progression of KOA


Orthopaedic Proceedings
Vol. 99-B, Issue SUPP_1 | Pages 92 - 92
1 Jan 2017
Favre J Bennour S Ulrich B Legrand T Jolles B
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Knee osteoarthritis (OA) is a serious health concern, requiring novel therapeutic options. Walking mechanics has long been identified as an important factor in the OA process. Specially, a larger peak knee adduction moment during the first half of stance (KAM) has been associated with the progression of medial knee OA. Consequently, various gait interventions have been designed to reduce the KAM, including walking with a decreased foot progression angle (FPA). Other gait variables have recently been associated with medial knee OA progression, particularly a larger peak knee flexion moment during stance (KFM) and a larger knee flexion angle at heel-strike (KFA). Currently, there is a paucity of data regarding the effect of reducing the FPA on the KFM and KFA. This study aimed to test for correlations between the FPA and the KAM, KFM and KFA. It was hypothesized that reducing the FPA is beneficial with respect to these three OA-related gait variables. Seven healthy subjects participated in this study after providing informed consent (4 male; 24 ± 5 years old; 21.9 ± 1.5 kg/m^2). Their walking mechanics was determined using a validated procedure based on a camera-based system (Vicon) and floor-mounted forceplates (Kistler). Participants were first asked to walk without instructions and these initial trials were used to determine their normal footstep characteristics. Then, footsteps with the same characteristics as during the normal trials, except for the FPA, were displayed on the floor and participants were requested to walk following these footsteps. Nine trials with visual instructions were collected for each participant, corresponding to FPA modifications in the range ± 20° compared to the normal FPA, with 5° increment. For each participant, the associations between FPA and knee biomechanics (KAM, KFM and KFA) were assessed using Pearson correlations based on the data from the 9 trials with FPA variations. Significant level was set a priori to 5%. Significant correlations were noted between FPA and KAM for 5 out of the 7 participants, with R comprised between 0.75 and 0.96. Four participants also reported significant correlations between FPA and KFA (−0.88<R<−0.69). Significant correlations between FPA and KFM were observed in 2 participants, with inconsistent R (−0.68 and 0.78). There was no significant correlation between FPA and walking speed for none of the participants. While the results confirmed that decreasing the FPA (toeing in) is often associated with a KAM reduction, they also showed relationships between decreased FPA and increased KFA. Therefore, this study suggests that reducing the FPA should be done in consideration of the possible negative changes in KFA. Similarly, although only one participant increased the KFM when decreasing the FPA, it seems important monitoring the effects FPA modifications could have on the KFM. The large variations observed among participants further suggest individualized gait modifications. This study should be extended to medial knee OA patients and longitudinal research is necessary to better understand the effects of decreasing the FPA


The Journal of Bone & Joint Surgery British Volume
Vol. 92-B, Issue 12 | Pages 1703 - 1709
1 Dec 2010
Aoki H Nagao Y Ishii S Masuda T Beppu M

In order to evaluate the relationship between acetabular and proximal femoral alignment in the initiation and evolution of osteoarthritis of the dysplastic hip, the acetabular and femoral angles were calculated geometrically from radiographs of 62 patients with pre-arthrosis and early osteoarthritis. The sum of the lateral opening angle of the acetabulum and the neck-shaft angle was defined as the lateral instability index (LII), and the sum of the anterior opening angle of the acetabulum and the anteversion angle of the femoral neck as the anterior instability index (AII). These two indices were compared in dysplastic and unaffected hips. A total of 22 unilateral hips with pre-arthrosis were followed for at least 15 years to determine whether the two indices were associated with the progression of osteoarthritis. The LII of the affected hips (197.4 (. sd. 6.0)) was significantly greater than that of the unaffected hips (1830 (. sd. 6.9)). A follow-up study of 22 hips with pre-arthrosis showed that only the LII was associated with progression of the disease, and an LII of 196 was the threshold value for this progression


Orthopaedic Proceedings
Vol. 96-B, Issue SUPP_11 | Pages 93 - 93
1 Jul 2014
Egloff C Serrattan R Hart D Sawatsky A Leonard T Valderrabano V Herzog W
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Summary Statement. We observed that severe muscle weakness leads to OA, whereas a transient inflammatory stimulus did not have a significant effect on cartilage degradation. This arises the thought that a severe but transient inflammation may not be an independent risk factor for OA. Introduction. Biomechanical disturbances and joint inflammation are known risk factors, which may provoke or advance osteoarthritis (OA). However, the effect of interactions of such risk factors on the onset and progression of OA are still poorly understood. Therefore, the goal of this study was to investigate the in vivo effects of muscle weakness, joint inflammation, and the combination of these two risk factors, on the onset and progression of OA in the rabbit knee. Patients & Methods. Thirty 1-year-old skeletally mature female New Zealand White rabbits (weight: average 5.7kg, range 4.8–6.6kg) were used in this study. The animals were divided into four experimental groups: (i) surgical transection of the nerve branch of the common femoral nerve leading to the vastus lateralis muscle; (ii) muscle weakness of the quadriceps muscle induced by a chronic intramuscular injection of Botulinum toxin A (BTX-A) (3); (iii) intraarticular injection in the experimental knee joint with commercially available sterile Carrageenan solution to induce a transient severe inflammatory reaction (4); (iv) administration of both intraarticular injection of Carrageenan and intramuscular injection of BTX-A. In each animal, one hind limb was randomly assigned to the experimental intervention, while the contralateral side acted as its own control. Ninety days following intervention, muscle mass, joint diameter and cartilage histology of the femur, femoral groove, tibia and patella were assessed and microscopically analyzed using the OARSI histology score. Results. Transection of the femoral branch leading to the vastus lateralis as well as the administration of BTX-A led to a significant muscle mass loss for the vastus lateralis and the total quadriceps group, respectively. Similar results were seen in the combined Carrageenan/BTX-A group. There were no changes in total quadriceps muscle mass in the Carrageenan group. Knee joint diameters of the experimental limb were significantly increased in the Carrageenan and Carrageenan/BTX groups. VL transection and BTX-A injection did not cause significant increases in joint diameter. Histologic assessment of the cartilage showed that weakness of the vastus lateralis resulted in significantly higher OARSI scores in the patella and femoral groove, but not the tibiofemoral articulation. The administration of BTX-A caused significant cartilage damage in all 4 compartments (patella, femur, tibia, femoral groove). Intraarticular injection of Carrageenan did not cause significant cartilage damage in any compartment compared to the contralateral side. The combination of BTX-A and Carrageenan resulted in severe cartilage damage in the patella in all four compartments of the knee. The most severe damage was found on the medial side of the tibiofemoral joint and the lateral side of the patellofemoral joint. Conclusion. Severe muscle weakness over a three months period leads to the onset and progression of OA in the rabbit knee. A transient local inflammatory stimulus did not promote cartilage degradation, nor did it enhance cartilage degradation when it was combined with muscle weakness. This result is surprising and adds to the literature the idea that a severe but transient inflammation may not be an independent risk factor for OA


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_XXXVI | Pages 29 - 29
1 Aug 2012
de Souza R Poulet B Pitsillides A
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INTRODUCTION. Loss of joint function is only exploited in osteoarthritis (OA) once severe impairment is apparent. Animal models allow for lesion induction and serial OA progression measures. We recently described an adjustable non-surgical loading model for generating focal cartilage lesions in only the lateral femur joint compartment, in which regimes can be adjusted so that these either do or do not progress spontaneously. Herein, we use ventral plane videographic treadmill gait analysis to determine whether gait changes can be used to discriminate between stable and spontaneously progressing lesions, induced by these two loading regimes. METHODS. Animals encountered normal conditions, except during loading (9N, 40 cycles, 0.1 Hz, 10 sec/ cycle) which was applied to right knees in two groups (n=8) of 8-week-old male CBA mice: i) loaded once; ii) loaded 3 times/week for 2 weeks. Gait (including: brake, propel, stance, stride, stride length, stride frequency, steps and paw area) was assessed 3 times/week for 2 weeks in each mouse using a DigigaitTM treadmill. Thereafter, mice received 5mg/kg carprofen for analgesia and gait analysis repeated on 3 further alternate days. RESULTS. The two loading regimes produced virtually identical gait modifications with delayed onset (apparent on day 3) which remained unchanged for 2 weeks; mice loaded once only showed modified contralateral limb use, but those loaded multiply exhibited additional ipsilateral front limb modifications; no changes in gait were observed in loaded limbs. Intriguingly, the two regimes produced distinct responses to analgesia. Load-induced gait changes were completely rescued by carprofen in mice loaded only once, whilst those in mice loaded repetitively persisted. CONCLUSION. Our findings reveal specific and reproducible, compensatory changes in contralateral, non-loaded limb gait induced by any joint loading which produces focal articular lesions, and modified ipsilateral front limb use only when progressing lesions are induced by repetitive loading. We find that pain relief completely alleviates all gait modifications associated with stable lesions induced by single loading, but not those induced by repetitive loading. Differing responses in mice with stable and progressive articular cartilage load-induced lesions suggests that gait behaviour in a mechanical loading model of OA may predict joint degeneration


Osteoarthritis (OA) is a debilitating joint disease that severely affects elderly populations. At present there are no effective treatments for OA and mechanisms of disease progression are poorly understood. Previous work has identified that neuronal-Interleukin-16 (nIL-16) was significantly up-regulated in cartilage during the later stages of OA. Preliminary investigations identified co-localisation of nIL-16 with the Transient Receptor Potential cation ion-channel sub-Family-V-member-4 (TRPV4) in the primary cilium and the pericellular matrix of human OA chondrocytes. Perturbation of both TRPV4 and cilia are strongly associated with OA. We hypothesised that nIL-16 and TRPV4 work in tandem in a pathway that leads to chondrocyte hypertrophy and calcification that is seen in late OA and contributes to the loss of joint integrity. This makes it a promising target for development of a gene therapy to combat the disease. With the aim of elucidating the mechanism involved, nIl-16 knock-out cell lines generated using the Clustered Regularly Interspaced Short Palindromic Repeat (CRISPR)/Cas9 system will be used to knock out nIl-16 PDZ domains to investigate whether this is the mechanism in which nIL-16 functions to anchor TRPV4 to the membrane of chondrocytes at the primary cilium. This work will be carried out using an immortalized hTERT mesenchymal stromal cell (MSC) cell line and effects on terminal MSC chondrogenesis, where hypertrophy mimics the process of calcification seen in OA, will be used to define functional effects of the knockout. Cell lines will be made using the RALA peptide (Phion Therapeutics), a bioinspired nanoparticle, for delivery the CRISPR/Cas9 system


Orthopaedic Proceedings
Vol. 98-B, Issue SUPP_16 | Pages 45 - 45
1 Oct 2016
Niu J Henckel J Hart A Liu* C
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Osteoarthritis (OA) affects bone cartilage and underlying bone. Mechanically, the underlying bone provides support to the healthy growth of the overlying cartilage. However, with the progress of OA, bone losses and cysts occur in the bone and these would alter the biomechanical behaviour of the joint, and further leading to bone remodelling adversely affect the overlying cartilage.

Human femoral head and femoral condyle were collected during hip or knee replacement operation due to the end stage of osteoarthritis (age 50–70), and the cartilage patches were graded and marked. A volunteer patient, with minor cartilage injury in his left knee while the right knee is intact, was used as control. Peripheral quantitative computed tomography (pQCT) was used to scan the bone and to determine the volumetric bone mineral density (vBMD) distribution.

The examination of retrieved tissue explants from osteoarthritic patients revealed that patches of cartilage were worn away from the articular surface, and patches of intact cartilage were left. The cysts, ranging from 1 to 10mm were existed in all osteoarthritic bones, and were located close to cartilage defects in the weight-bearing regions, and closely associated with the grade of cartilage defect as measured by pQCT. The bone mineral density (vBMD) distribution demonstrated that the bones around cysts had much higher vBMD than the trabecular bone away from the cysts. Compared to the subchondral bone under thicker cartilage, subchondral bone within cartilage defect has higher vBMD. This may result from the mechanical stimulation as a result of bone-bone direct contact with less protection of cartilage in cartilage defect regions.

This study showed an association between cartilage defect and subchondral bone mineral density distribution. Cysts were observed in all osteoarthritic samples and they are located close to cartilage defects in the weight-bearing regions. Cartilage defect altered the loading pattern of the joints, this leading to the bone remodelling and resultant bone structural changes as compared to the normal bone tissues.

This work was financially supported by The ARUK Proof of Concept Award (grant no: 21160).


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_16 | Pages 52 - 52
17 Nov 2023
Jones R Bowd J Gilbert S Wilson C Whatling G Jonkers I Holt C Mason D
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Abstract. OBJECTIVE. Knee varus malalignment increases medial knee compartment loading and is associated with knee osteoarthritis (OA) progression and severity. 1. Altered biomechanical loading and dysregulation of joint tissue biology drive OA progression, but mechanistic links between these factors are lacking. Subchondral bone structural changes are biomechanically driven, involve bone resorption, immune cell influx, angiogenesis, and sensory nerve invasion, and contribute to joint destruction and pain. 2. We have investigated mechanisms underlying this involving RANKL and alkaline phosphatase (ALP), which reflect bone resorption and mineralisation respectively. 3. and the axonal guidance factor Sema3A. Sema3A is osteotropic, expressed by mechanically sensitive osteocytes, and an inhibitor of sensory nerve, blood vessel and immune cell invasion. 4. Sema3A is also differentially expressed in human OA bone. 5. HYPOTHESIS: Medial knee compartment overloading in varus knee malalignment patients causes dysregulation of bone derived Sema3A signalling directly linking joint biomechanics to pathology and pain. METHODS. Synovial fluid obtained from 30 subjects with medial knee OA (KL grade II-IV) undergoing high tibial osteotomy surgery (HTO) was analysed by mesoscale discovery and ELISA analysis for inflammatory, neural and bone turnover markers. 11 of these patients had been previously analysed in a published patient-specific musculoskeletal model. 6. of gait estimating joint contact location, pressure, forces, and medial-lateral condyle load distribution in a published data set included in analyses. Data analysis was performed using Pearson's correlation matrices and principal component analyses. Principal Components (PCs) with eigenvalues greater than 1 were analysed. RESULTS. PC1 (32.94% of variation) and PC2 (25.79% of variation) from PCA analysis and correlation matrices separated patients according to correlated clusters of established inflammatory markers of OA pain and progression (IL6/IL8, r=0.754, p<0.001) and anti-inflammatory mediators (IL4/IL10, r=0.469, p=0.005). Bone turnover marker ALP was positively associated with KL grade (r=0.815, p=0.002) and negatively associated with IL10 (r=−0.402, p=0.018) and first peak knee loading pressures (r=−0.688, p=0.019). RANKL was positively associated with IL4 (r=0.489, p=0.003). Synovial fluid Sema3A concentrations showed separate clustering from all OA progression markers and was inversely correlated with TNF-α (r=−0.423, p=0.022) in HTO patients. Sema3A was significantly inversely correlated with total predicted force in the medial joint compartment (r=−0.621, p=0.041), mean (r=−0.63, p=0.038) and maximum (r=−0.613, p=0.045) calculated medial compartment joint pressures during the first phase and mean (r=−0.618, p=0.043) and maximum (r=−0.641, p=0.034) medial compartment joint pressures during midstance outputs of patient-specific musculoskeletal model. CONCLUSIONS. This study shows joint inflammatory status and mechanical overloading influence subchondral bone-remodelling. Synovial Sema3A concentrations are inversely correlated to patient-specific musculoskeletal model estimations of pathological medial overloading. This study reveals Sema3A as a biological mediator with capacity to induce OA pain and disease progression that is directly regulated by gait mechanical loading. Declaration of Interest. (b) declare that there is no conflict of interest that could be perceived as prejudicing the impartiality of the research reported:I declare that there is no conflict of interest that could be perceived as prejudicing the impartiality of the research project


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_8 | Pages 134 - 134
11 Apr 2023
Wong K Koh S Tay X Toh R Mohan P Png M Howe T
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A painful “dreaded black line” (DBL) has been associated with progression to complete fractures in atypical femur fractures (AFF). Adjacent sclerosis, an unrecognized radiological finding, has been observed in relation to the DBL. We document its incidence, associated features, demographics and clinical progression. We reviewed plain radiographs of 109 incomplete AFFs between November 2006 and June 2021 for the presence of sclerosis adjacent to a DBL. Radiographs were reviewed for location of lesions, and presence of focal endosteal or periosteal thickening. We collected demographical data, type and duration of bisphosphonate therapy, and progression to fracture or need for prophylactic stabilization, with a 100% follow up of 72 months (8 – 184 months). 109 femurs in 86 patients were reviewed. Seventeen sclerotic DBLs were observed in 14 patients (3 bilateral), involving 15.6% of all femora and 29.8% of femora with DBLs. Location was mainly subtrochanteric (41.2%), proximal diaphyseal (35.3%) and mid-diaphyseal (23.5%), and were associated with endosteal or periosteal thickening. All patients were female, mostly Chinese (92.9%), with a mean age of 69 years. 12 patients (85.7%) had a history of alendronate therapy, and the remaining 2 patients had zoledronate and denosumab therapy respectively. Mean duration of bisphosphonate therapy was 62 months. 4 femora (23.5%) progressed to complete fractures that were surgically managed, whilst 6 femora (35.3%) required prophylactic fixation. Peri-lesional sclerosis in DBL is a new radiological finding in AFFs, predominantly found in the proximal half of the femur, at times bilateral, and are always associated with endosteal or periosteal thickening. As a high proportion of patients required surgical intervention, these lesions could suggest non-union of AFFs, similar to the sclerotic margins commonly seen in fractures with non-union. The recognition of and further research into this new feature could shed more light on the pathophysiological progression of AFFs