{"title":"Regenerative medicine for early osteoarthritis.","authors":"Gun-Il Im, Yves Henrotin","doi":"10.1177/1759720X231194813","DOIUrl":"10.1177/1759720X231194813","url":null,"abstract":"<p><p>The concept of early osteoarthritis (OA) is based on the expectation that if found and treated in the early stage, the progression of the disease might be arrested before affected joints are irreversibly destroyed. This notion of early OA detection can also bear meaning for regenerative medicine (RM) which is purposed to cure a disease by regenerating the damaged tissue. RM can be a category of disease-modifying osteoarthritis drugs (DMOADs) and provide an attractive treatment for OA, restoring structural damage incurred during the disease by repopulating cells and reconstituting. While cell therapy including the use of stem cells is conflated with RM, it may also comprise gene therapy, exosomes, and other cell or cell-free-derived products. Considering that not all early OA will become advanced OA and that RM has a characteristic of personalized medicine, it would be very important to foretell, even roughly, which patients will progress rapidly and who will favorably respond to regenerative treatment. Subclassification and comprehensive endotyping or phenotyping (E/P) can be very helpful in detecting the population who would benefit from RM as well as rapid progressors who need closer monitoring.</p>","PeriodicalId":23056,"journal":{"name":"Therapeutic Advances in Musculoskeletal Disease","volume":"15 ","pages":"1759720X231194813"},"PeriodicalIF":3.4,"publicationDate":"2023-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/4b/12/10.1177_1759720X231194813.PMC10486218.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10222216","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Atul Deodhar, Dafna Gladman, Rebecca Bolce, David Sandoval, So Young Park, Soyi Liu Leage, Peter Nash, Denis Poddubnyy
{"title":"The effect of ixekizumab on axial manifestations in patients with psoriatic arthritis from two phase III clinical trials: SPIRIT-P1 and SPIRIT-P2.","authors":"Atul Deodhar, Dafna Gladman, Rebecca Bolce, David Sandoval, So Young Park, Soyi Liu Leage, Peter Nash, Denis Poddubnyy","doi":"10.1177/1759720X231189005","DOIUrl":"10.1177/1759720X231189005","url":null,"abstract":"<p><strong>Background: </strong>Psoriatic arthritis (PsA) is a chronic inflammatory condition predominantly affecting the peripheral joints. However, some patients with PsA can experience axial involvement which is manifested with back pain and associated with increased burden of illness.</p><p><strong>Objectives: </strong>The aim of this post hoc analysis was to determine the efficacy of ixekizumab (IXE) up to 52 weeks in reducing axial symptoms in PsA patients, presenting with axial manifestations.</p><p><strong>Design: </strong>This was a post hoc analysis of two pooled phase III clinical trials.</p><p><strong>Methods: </strong>Patients with axial manifestations, from two placebo-controlled, randomized, double-blind, phase III trials (SPIRIT-P1 and SPIRIT-P2), were defined as Bath Ankylosing Spondylitis Disease Activity Index (BASDAI) Question 2 (Q2; back pain)] total score ⩾4 and average of BASDAI Q5 + Q6 (morning stiffness) ⩾4 at baseline. For this post hoc analysis, the efficacy of IXE was evaluated at weeks 16, 24, and 52 using separate BASDAI questions (including back pain and morning stiffness), total BASDAI and modified BASDAI (mBASDAI; without Q3), Ankylosing Spondylitis Disease Activity Score (ASDAS), and 50% improvement in BASDAI (BASDAI50) response. Treatment comparisons were performed using logistic regression and analysis of covariance model for categorical and continuous end points, respectively.</p><p><strong>Results: </strong>In the post hoc analysis among PsA patients with axial manifestations at baseline (<i>N</i> = 313), improvements in back pain and morning stiffness at weeks 16 and 24 were significantly greater in patients receiving IXE <i>versus</i> placebo (both <i>p</i> < 0.001). Improvements in BASDAI individual scores and total scores, mBASDAI, and ASDAS were significantly greater in patients receiving IXE compared with placebo. Similarly, significantly more IXE-treated patients achieved BASDAI50 at weeks 16 and 24 <i>versus</i> placebo. The effect of IXE was sustained at week 52. Similar effects were observed in sensitivity analyses subgroups.</p><p><strong>Conclusion: </strong>IXE is effective in improving axial symptoms in patients with active PsA presenting with axial manifestations.</p>","PeriodicalId":23056,"journal":{"name":"Therapeutic Advances in Musculoskeletal Disease","volume":"15 ","pages":"1759720X231189005"},"PeriodicalIF":3.4,"publicationDate":"2023-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/51/0c/10.1177_1759720X231189005.PMC10462424.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10475890","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yuva Venkata Raghava Neelapala, Domenico Mercuri, Luciana Macedo, Steven Hanna, Dylan Kobsar, Lisa Carlesso
{"title":"Mechanisms hypothesized for pain-relieving effects of exercise in fibromyalgia: a scoping review.","authors":"Yuva Venkata Raghava Neelapala, Domenico Mercuri, Luciana Macedo, Steven Hanna, Dylan Kobsar, Lisa Carlesso","doi":"10.1177/1759720X231182894","DOIUrl":"10.1177/1759720X231182894","url":null,"abstract":"<p><strong>Background: </strong>Exercise is one of the most recommended management strategies by treatment guidelines for fibromyalgia (FM); however, the mechanism through which exercise improves pain in FM is still unknown.</p><p><strong>Objective: </strong>We aimed to summarize the hypothesized theoretical mechanisms for the pain-relieving effects of exercise in people with FM.</p><p><strong>Eligibility criteria: </strong>Randomized controlled trials (RCTs) in English reporting mechanisms for pain-relieving effects of exercise in the 'Introduction' and 'Discussion' sections and significant within- group or between-group effects of exercise interventions were included.</p><p><strong>Sources of evidence: </strong>We searched the databases Ovid MEDLINE(R), EMBASE, CINAHL, COCHRANE, Sports Discuss, and AMED with the keywords: exercise and fibromyalgia until December 2021.</p><p><strong>Charting methods: </strong>Two authors independently performed title/abstract, full-text review, and data abstraction using a data abstraction form. The hypothesized mechanisms from individual studies were grouped into three categories.</p><p><strong>Results: </strong>The literature search resulted in 2147 studies, out of which 220 studies were considered for full-text review. A total of 50 RCTs proposing 29 unique mechanisms for the pain-relieving effects of exercise were included. These mechanisms were divided into three categories: physical, neuro-physiological, and psychological. The neuro-physiological category was further subdivided into exercise-induced hypoalgesia (EIH), pain sensitization, the autonomic system, the immune system, the endocrine system, and miscellaneous categories. The most frequently hypothesized mechanisms were EIH (<i>n</i> = 15), autonomic modulation (<i>n</i> = 7), improved sleep (<i>n</i> = 6), muscle oxygenation (<i>n</i> = 6), self-efficacy (<i>n</i> = 5), mental health (<i>n</i> = 4), and benefits of the aquatic environment (<i>n</i> = 12). While all exercise interventions involved FM patients, most of the supporting evidence for these mechanisms was cited from previous studies conducted on healthy samples. No studies performed analyses to demonstrate causal associations between the mechanisms and outcomes.</p><p><strong>Conclusion: </strong>Multiple mechanisms were hypothesized for the positive influence of exercise in people with FM. Future studies using causal analyses, such as mediation analysis, are recommended to validate these mechanisms.</p>","PeriodicalId":23056,"journal":{"name":"Therapeutic Advances in Musculoskeletal Disease","volume":"15 ","pages":"1759720X231182894"},"PeriodicalIF":3.4,"publicationDate":"2023-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10356998/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10222619","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Iris Yan Ki Tang, Lucas Luk, Victor Wong, Steve Pang, Virginia Lao, Ho So
{"title":"Reduced bone mineral density in patients with idiopathic inflammatory myopathies: a case-control study.","authors":"Iris Yan Ki Tang, Lucas Luk, Victor Wong, Steve Pang, Virginia Lao, Ho So","doi":"10.1177/1759720X231181968","DOIUrl":"10.1177/1759720X231181968","url":null,"abstract":"<p><strong>Background: </strong>Patients with idiopathic inflammatory myopathies (IIMs) are at risk of reduced bone mineral density (BMD).</p><p><strong>Objectives: </strong>To compare the prevalence of reduced BMD between patients with IIMs and controls and to determine its risk factors.</p><p><strong>Design: </strong>This was a single-center case-control study.</p><p><strong>Methods: </strong>BMD was assessed by dual-energy X-ray absorptiometry. The prevalence of reduced BMD in IIM patients and age-and sex-matched non-rheumatological controls was compared. The BMD results of female IIM were also compared to age-matched female rheumatoid arthritis (RA) and systemic lupus erythematosus (SLE) patients. Independent factors associated with reduced BMD in IIM patients were identified by multivariate analyses.</p><p><strong>Results: </strong>A total of 230 patients (IIM: 65, non-rheumatological controls: 65, RA: 50, SLE: 50) were recruited. The mean age of IIM patients was 58.6 ± 11.0 years and 76.9% were females. Significantly, more IIM patients had reduced BMD (73.8% <i>versus</i> 43.1%, <i>p</i> = 0.043) and osteoporosis (29.2% <i>versus</i> 13.8%, <i>p</i> = 0.033) than non-rheumatological controls. Multivariate analysis confirmed that IIM was independently associated with reduced BMD (OR: 2.12, <i>p</i> = 0.048, 95% CI: 1.01-4.46). The prevalence of reduced BMD was not significantly different between IIM, RA, and SLE patients but the mean hip BMD was the lowest in the IIM group (0.641 ± 0.152 g/cm<sup>2</sup><i>versus</i> 0.663 ± 0.102g/cm<sup>2</sup> in the RA group <i>versus</i> 0.708 ± 0.132 g/cm<sup>2</sup> in the SLE group, <i>p</i> = 0.035). Lower body mass index and more advanced age were independently associated with lower BMD in IIM patients.</p><p><strong>Conclusion: </strong>Reduced BMD was more prevalent in IIM patients than in non-rheumatological controls. Hip BMD was lower in patients with IIMs than RA or SLE. Close monitoring and early treatment are encouraged especially in patients with risk factors.</p>","PeriodicalId":23056,"journal":{"name":"Therapeutic Advances in Musculoskeletal Disease","volume":"15 ","pages":"1759720X231181968"},"PeriodicalIF":3.4,"publicationDate":"2023-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/59/d0/10.1177_1759720X231181968.PMC10356997.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9918947","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Amit Sandhu, Jason S Rockel, Starlee Lively, Mohit Kapoor
{"title":"Emerging molecular biomarkers in osteoarthritis pathology.","authors":"Amit Sandhu, Jason S Rockel, Starlee Lively, Mohit Kapoor","doi":"10.1177/1759720X231177116","DOIUrl":"10.1177/1759720X231177116","url":null,"abstract":"<p><p>Osteoarthritis (OA) is the most common form of arthritis resulting in joint discomfort and disability, culminating in decline in life quality. Attention has been drawn in recent years to disease-associated molecular biomarkers found in readily accessible biofluids due to low invasiveness of acquisition and their potential to detect early pathological molecular changes not observed with traditional imaging methodology. These biochemical markers of OA have been found in synovial fluid, blood, and urine. They include emerging molecular classes, such as metabolites and noncoding RNAs, as well as classical biomarkers, like inflammatory mediators and by-products of degradative processes involving articular cartilage. Although blood-based biomarkers tend to be most studied, the use of synovial fluid, a more isolated biofluid in the synovial joint, and urine as an excreted fluid containing OA biomarkers can offer valuable information on local and overall disease activity, respectively. Furthermore, larger clinical studies are required to determine relationships between biomarkers in different biofluids, and their impacts on patient measures of OA. This narrative review provides a concise overview of recent studies of OA using these four classes of biomarkers as potential biomarker for measuring disease incidence, staging, prognosis, and therapeutic intervention efficacy.</p>","PeriodicalId":23056,"journal":{"name":"Therapeutic Advances in Musculoskeletal Disease","volume":"15 ","pages":"1759720X231177116"},"PeriodicalIF":3.4,"publicationDate":"2023-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/fc/f8/10.1177_1759720X231177116.PMC10288416.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10301200","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Frank W Roemer, Marc C Hochberg, John A Carrino, Andrew J Kompel, Luis Diaz, Daichi Hayashi, Michel D Crema, Ali Guermazi
{"title":"Role of imaging for eligibility and safety of a-NGF clinical trials.","authors":"Frank W Roemer, Marc C Hochberg, John A Carrino, Andrew J Kompel, Luis Diaz, Daichi Hayashi, Michel D Crema, Ali Guermazi","doi":"10.1177/1759720X231171768","DOIUrl":"10.1177/1759720X231171768","url":null,"abstract":"<p><p>Nerve growth factor (a-NGF) inhibitors have been developed for pain treatment including symptomatic osteoarthritis (OA) and have proven analgesic efficacy and improvement in functional outcomes in patients with OA. However, despite initial promising data, a-NGF clinical trials focusing on OA treatment had been suspended in 2010. Reasons were based on concerns regarding accelerated OA progression but were resumed in 2015 including detailed safety mitigation based on imaging. In 2021, an FDA advisory committee voted against approving tanezumab (one of the a-NGF compounds being evaluated) and declared that the risk evaluation and mitigation strategy was not sufficient to mitigate potential safety risks. Future clinical trials evaluating the efficacy of a-NGF or comparable molecules will need to define strict eligibility criteria and will have to include strategies to monitor safety closely. While disease-modifying effects are not the focus of a-NGF treatments, imaging plays an important role to evaluate eligibility of potential participants and to monitor safety during the course of these studies. Aim is to identify subjects with on-going safety findings at the time of inclusion, define those potential participants that are at increased risk for accelerated OA progression and to withdraw subjects from on-going studies in a timely fashion that exhibit imaging-confirmed structural safety events such as rapid progressive OA. OA efficacy- and a-NGF studies apply imaging for different purposes. In OA efficacy trials image acquisition and evaluation aims at maximizing sensitivity in order to capture structural effects between treated and non-treated participants in longitudinal fashion. In contrast, the aim of imaging in a-NGF trials is to enable detection of structural tissue alterations that either increase the risk of a negative outcome (eligibility) or may result in termination of treatment (safety).</p>","PeriodicalId":23056,"journal":{"name":"Therapeutic Advances in Musculoskeletal Disease","volume":"15 ","pages":"1759720X231171768"},"PeriodicalIF":3.4,"publicationDate":"2023-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10240557/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9595284","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Latest insights in disease-modifying osteoarthritis drugs development.","authors":"Shengfa Li, Peihua Cao, Tianyu Chen, Changhai Ding","doi":"10.1177/1759720X231169839","DOIUrl":"10.1177/1759720X231169839","url":null,"abstract":"<p><p>Osteoarthritis (OA) is a prevalent and severely debilitating disease with an unmet medical need. In order to alleviate OA symptoms or prevent structural progression of OA, new drugs, particularly disease-modifying osteoarthritis drugs (DMOADs), are required. Several drugs have been reported to attenuate cartilage loss or reduce subchondral bone lesions in OA and thus potentially be DMOADs. Most biologics (including interleukin-1 (IL-1) and tumor necrosis factor (TNF) inhibitors), sprifermin, and bisphosphonates failed to yield satisfactory results when treating OA. OA clinical heterogeneity is one of the primary reasons for the failure of these clinical trials, which can require different therapeutic approaches based on different phenotypes. This review describes the latest insights into the development of DMOADs. We summarize in this review the efficacy and safety profiles of various DMOADs targeting cartilage, synovitis, and subchondral bone endotypes in phase 2 and 3 clinical trials. To conclude, we summarize the reasons for clinical trial failures in OA and suggest possible solutions.</p>","PeriodicalId":23056,"journal":{"name":"Therapeutic Advances in Musculoskeletal Disease","volume":"15 ","pages":"1759720X231169839"},"PeriodicalIF":3.4,"publicationDate":"2023-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/b3/56/10.1177_1759720X231169839.PMC10184265.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9491263","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Amélie Nicolas, Sylvie Leroy, Luc Mouthon, Yurdagul Uzunhan, Vincent Cottin, Arsene Mekinian, Viviane Queyrel, Eric Hachulla, Benoit Gachet, David Launay, Nihal Martis
{"title":"Systemic sclerosis associated interstitial lung disease: a survey of current practices in France.","authors":"Amélie Nicolas, Sylvie Leroy, Luc Mouthon, Yurdagul Uzunhan, Vincent Cottin, Arsene Mekinian, Viviane Queyrel, Eric Hachulla, Benoit Gachet, David Launay, Nihal Martis","doi":"10.1177/1759720X231159712","DOIUrl":"10.1177/1759720X231159712","url":null,"abstract":"<p><strong>Background: </strong>Interstitial lung disease (ILD) is the leading cause of mortality in systemic sclerosis (SSc).</p><p><strong>Objective: </strong>We performed an overview of the diagnostic approaches, follow-up and treatment strategies used in France for the management of SSc-associated ILD (SSc-ILD).</p><p><strong>Design structured nationwide online surveymethods: </strong>A structured nationwide online survey was submitted to participants <i>via</i> the French Medical Societies for Internal Medicine and Pneumology, and research groups on SSc-ILD from May 2018 to June 2020. The 79 multiple-choice and 9 open-ended questions covered the screening of ILD at baseline, monitoring of patients with established SSc-ILD and its management. Fourteen optional vignettes exploring different clinical phenotypes of SSc-ILD were submitted to evaluate therapeutic decisions.</p><p><strong>Results: </strong>All of the 93 participants screened SSc patients for ILD at baseline with 83 (89%) participants relying on a systematic chest computed tomography (CT) scan. Pulmonary function tests (PFT) were prescribed by 87 (94%) participants at baseline and during follow-up. Treatment was started based on abnormal PFT (95%), chest CT scan characteristics (89%), worsening dyspnoea (72%) and drop in SpO<sub>2</sub> during 6-min walk tests (66%). First-line therapy was cyclophosphamide (CYC) (89%), mycophenolate mofetil (MMF) (83%) and prednisone (73%). Rituximab as second-line immunosuppressive therapy (41%) was preferred to antifibrotic agents (18%), and a median daily prednisone dose of 10 mg (interquartile range, 10-15) was prescribed by 73% participants. Extensive SSc-ILD with worsening PFT (95%), regardless of diffusing capacity for carbon monoxide values and skin extension, were more likely to be treated, and CYC was favoured over MMF (<i>p</i> < 0.01). Extensive SSc-ILD with disease duration of less than 5 years was also a criterium for treatment initiation.</p><p><strong>Conclusion: </strong>This overview of practices in diagnosis, follow-up and treatment of SSc-ILD in France describes real-life management of patients. It highlights heterogeneity in this management and gaps in current strategies that should be addressed to improve and harmonize clinical practices in SSc-ILD.</p>","PeriodicalId":23056,"journal":{"name":"Therapeutic Advances in Musculoskeletal Disease","volume":"15 ","pages":"1759720X231159712"},"PeriodicalIF":3.4,"publicationDate":"2023-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/43/d2/10.1177_1759720X231159712.PMC10176589.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9475867","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Magnetic resonance imaging assessments for knee segmentation and their use in combination with machine/deep learning as predictors of early osteoarthritis diagnosis and prognosis.","authors":"Johanne Martel-Pelletier, Patrice Paiement, Jean-Pierre Pelletier","doi":"10.1177/1759720X231165560","DOIUrl":"10.1177/1759720X231165560","url":null,"abstract":"<p><p>Knee osteoarthritis (OA) is a prevalent and disabling disease that can develop over decades. This disease is heterogeneous and involves structural changes in the whole joint, encompassing multiple tissue types. Detecting OA before the onset of irreversible changes is crucial for early management, and this could be achieved by allowing knee tissue visualization and quantifying their changes over time. Although some imaging modalities are available for knee structure assessment, magnetic resonance imaging (MRI) is preferred. This narrative review looks at existing literature, first on MRI-developed approaches for evaluating knee articular tissues, and second on prediction using machine/deep-learning-based methodologies and MRI as input or outcome for early OA diagnosis and prognosis. A substantial number of MRI methodologies have been developed to assess several knee tissues in a semi-quantitative and quantitative fashion using manual, semi-automated and fully automated systems. This dynamic field has grown substantially since the advent of machine/deep learning. Another active area is predictive modelling using machine/deep-learning methodologies enabling robust early OA diagnosis/prognosis. Moreover, incorporating MRI markers as input/outcome in such predictive models is important for a more accurate OA structural diagnosis/prognosis. The main limitation of their usage is the ability to move them in rheumatology practice. In conclusion, MRI knee tissue determination and quantification provide early indicators for individuals at high risk of developing this disease or for patient prognosis. Such assessment of knee tissues, combined with the development of models/tools from machine/deep learning using, in addition to other parameters, MRI markers for early diagnosis/prognosis, will maximize opportunities for individualized risk assessment for use in clinical practice permitting precision medicine. Future efforts should be made to integrate such prediction models into open access, allowing early disease management to prevent or delay the OA outcome.</p>","PeriodicalId":23056,"journal":{"name":"Therapeutic Advances in Musculoskeletal Disease","volume":"15 ","pages":"1759720X231165560"},"PeriodicalIF":3.4,"publicationDate":"2023-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/7c/4f/10.1177_1759720X231165560.PMC10155034.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10297840","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ali Guermazi, Frank W Roemer, Michel D Crema, Mohamed Jarraya, Ali Mobasheri, Daichi Hayashi
{"title":"Strategic application of imaging in DMOAD clinical trials: focus on eligibility, drug delivery, and semiquantitative assessment of structural progression.","authors":"Ali Guermazi, Frank W Roemer, Michel D Crema, Mohamed Jarraya, Ali Mobasheri, Daichi Hayashi","doi":"10.1177/1759720X231165558","DOIUrl":"10.1177/1759720X231165558","url":null,"abstract":"<p><p>Despite decades of research efforts and multiple clinical trials aimed at discovering efficacious disease-modifying osteoarthritis (OA) drugs (DMOAD), we still do not have a drug that shows convincing scientific evidence to be approved as an effective DMOAD. It has been suggested these DMOAD clinical trials were in part unsuccessful since eligibility criteria and imaging-based outcome evaluation were solely based on conventional radiography. The OA research community has been aware of the limitations of conventional radiography being used as a primary imaging modality for eligibility and efficacy assessment in DMOAD trials. An imaging modality for DMOAD trials should be able to depict soft tissue and osseous pathologies that are relevant to OA disease progression and clinical manifestations of OA. Magnetic resonance imaging (MRI) fulfills these criteria and advances in technology and increasing knowledge regarding imaging outcomes likely should play a more prominent role in DMOAD clinical trials. In this perspective article, we will describe MRI-based tools and analytic methods that can be applied to DMOAD clinical trials with a particular emphasis on knee OA. MRI should be the modality of choice for eligibility screening and outcome assessment. Optimal MRI pulse sequences must be chosen to visualize specific features of OA.</p>","PeriodicalId":23056,"journal":{"name":"Therapeutic Advances in Musculoskeletal Disease","volume":"15 ","pages":"1759720X231165558"},"PeriodicalIF":3.4,"publicationDate":"2023-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/4c/91/10.1177_1759720X231165558.PMC10103249.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9309002","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}