1
|
Chalian M, Pooyan A, Alipour E, Roemer FW, Guermazi A. What is New in Osteoarthritis Imaging? Radiol Clin North Am 2024; 62:739-753. [PMID: 39059969 DOI: 10.1016/j.rcl.2024.02.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/28/2024]
Abstract
Osteoarthritis (OA) is the leading joint disorder globally, affecting a significant proportion of the population. Recent studies have changed our understanding of OA, viewing it as a complex pathology of the whole joint with a multifaceted etiology, encompassing genetic, biological, and biomechanical elements. This review highlights the role of imaging in diagnosing and monitoring OA. Today's role of radiography is discussed, while also elaborating on the advances in computed tomography and magnetic resonance imaging, discussing semiquantitative methods, quantitative morphologic and compositional techniques, and giving an outlook on the potential role of artificial intelligence in OA research.
Collapse
Affiliation(s)
- Majid Chalian
- Department of Radiology, University of Washington, Seattle, USA; Musculoskeletal Imaging and Intervention, University of Washington, UW Radiology, Roosevelt Clinic, 4245 Roosevelt Way, NE Box 354755, Seattle, WA 98105, USA
| | - Atefe Pooyan
- Department of Radiology, University of Washington, Seattle, USA; Musculoskeletal Imaging and Intervention, University of Washington, UW Radiology, Roosevelt Clinic, 4245 Roosevelt Way, NE Box 354755, Seattle, WA 98105, USA
| | - Ehsan Alipour
- Department of Radiology, University of Washington, Seattle, USA; Musculoskeletal Imaging and Intervention, University of Washington, UW Radiology, Roosevelt Clinic, 4245 Roosevelt Way, NE Box 354755, Seattle, WA 98105, USA
| | - Frank W Roemer
- Department of Radiology, Friedrich-Alexander University Erlangen-Nürnberg; Universitätsklinikum Erlangen, Erlangen, Germany; Department of Radiology, Quantitative Imaging Center, Boston University School of Medicine
| | - Ali Guermazi
- Department of Radiology, Quantitative Imaging Center, Boston University School of Medicine; Department of Radiology, VA Boston Healthcare System, Boston, MA, USA.
| |
Collapse
|
2
|
Guo ZH, Ni HY, Tang MY. Clinical efficacy and pharmacological mechanism analysis of Xubi Capsule in the treatment of patients with liver and kidney deficiency osteoarthritis. Medicine (Baltimore) 2024; 103:e39327. [PMID: 39213231 PMCID: PMC11365649 DOI: 10.1097/md.0000000000039327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Revised: 06/25/2024] [Accepted: 07/25/2024] [Indexed: 09/04/2024] Open
Abstract
To explore the clinical efficacy and pharmacological mechanism analysis of Xubi capsule in the treatment of patients with liver and kidney deficiency osteoarthritis (OA). In this single-center retrospective study, 120 patients with liver and kidney deficiency OA admitted to the Hangzhou Fuyang Hospital of Traditional Chinese Medicine from January 2020 to May 2022 were included, and patients were divided into the intervention group (n = 60) and the control group (n = 60) according to their treatment. The control group was treated with Ibuprofen, while the intervention group was treated with Xubi capsule combined with Ibuprofen. According to the network pharmacology method, the mechanism of the Xubi capsule in the treatment of patients with liver and kidney deficiency OA was analyzed. After the treatment, the total effective rate in the intervention group was 93.33%, which was significantly higher than that in the control group (P < .001). After treatment, compared with the control group, the degree of joint swelling and tenderness in the intervention group were lighter, the muscle strength was better, the level of erythrocyte sedimentation rate was lower, and the pain visual score was lower (P < .05), while the C-reactive protein level was significantly lower (P < .001). The effective chemical composition of Xubi capsules is 176, with quercetin and palmitoleic acid being the most associated with diseases. There are 209 intersection targets between drugs and diseases. A total of 119 gene ontology cellular components were significantly enriched. The combination of traditional Chinese medicine and Western medicine adopted in this study can effectively treat patients with liver and kidney deficiency OA and relieve the joint pain of patients. In a multicomponent and multitarget approach, the Xubi capsule breaks through the limitations of traditional nonsteroidal anti-inflammatory drugs and has good clinical application value.
Collapse
Affiliation(s)
- Zhi-Hui Guo
- Department of Spinal Minimally Invasive Center, Hangzhou Fuyang Hospital of Traditional Chinese Medicine, Hangzhou, Zhejiang, China
| | - Hui-Ying Ni
- Department of Orthopedics and Traumatology, Hangzhou Fuyang Hospital of Traditional Chinese Medicine, Hangzhou, Zhejiang, China
| | - Meng-Ya Tang
- Department of Orthopedics and Traumatology, Hangzhou Fuyang Hospital of Traditional Chinese Medicine, Hangzhou, Zhejiang, China
| |
Collapse
|
3
|
Lei C, Chen H, Zheng S, Pan Q, Xu J, Li Y, Liu Y. The efficacy and safety of hydrotherapy in patients with knee osteoarthritis: a meta-analysis of randomized controlled trials. Int J Surg 2024; 110:1711-1722. [PMID: 38051935 PMCID: PMC10942168 DOI: 10.1097/js9.0000000000000962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 11/20/2023] [Indexed: 12/07/2023]
Abstract
BACKGROUND Currently, there is poor evidence of the effect of hydrotherapy on patients with knee osteoarthritis (OA). The authors performed a meta-analysis from randomized controlled trials to determine the efficacy and safety of a hydrotherapy program on measures of pain and knee function in individuals living with knee OA. METHODS A literature review included PubMed, EMBASE, Cochrane Library, Science Citation Index, ScienceDirect, and Ovid. Studies evaluating the efficacy of hydrotherapy for knee OA up to August 2023 were included. The research was reported based on the preferred reporting items for systematic reviews and meta-analysis guidelines to ensure the reliability and verity of results. Statistical analysis was performed using Stata/SE version 15.0. RESULTS A total of six randomized controlled trials were included for data extraction and meta-analysis. The present study revealed that there were significant differences between the two groups regarding the pain intensity at 1 week (WMD=-0.429; 95% CI: -0.679 to -0.179; P =0.001), 4 week (WMD=-0.308; 95% CI: -0.587 to -0.030; P =0.030) and 8 week (WMD=-0.724; 95% CI: -1.099 to -0.348, P <0.001). Furthermore, hydrotherapy was associated with improved outcome of the Western Ontario and McMaster Universities Arthritis index at 1 week (WMD=-3.314; 95% CI: -6.484 to -0.145, P =0.040), 4 week (WMD= -3.630; 95% CI: -6.893 to -0.366, P =0.029) and 8 week (WMD=-3.775; 95% CI: -7.315 to -0.235; P =0.037). No serious adverse events were observed in all patients who received hydrotherapy. CONCLUSION Hydrotherapy is efficacious and safe for reducing pain and improving functional status in individuals with knee OA, without increasing the risk of adverse effects.
Collapse
Affiliation(s)
| | - Haiting Chen
- Department of Emergency Medical Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, People’s Republic of China
| | | | - Qingyun Pan
- Department of Endocrine, The Fifth Hospital of Wuhan, Wuhan
| | - Jing Xu
- Department of Neurorehabilitation Ward 2, Taihe Hospital (Affiliated Hospital of Hubei University of Medical), Shiyan, Hubei
| | - Yuan Li
- Department of General Surgery
| | | |
Collapse
|
4
|
Sandhu A, Espin-Garcia O, Rockel JS, Lively S, Perry K, Mohamed NN, Raja Rampersaud Y, Perruccio AV, Robin Poole A, Gandhi R, Kapoor M. Association of synovial fluid and urinary C2C-HUSA levels with surgical outcomes post-total knee arthroplasty. Osteoarthritis Cartilage 2024; 32:98-107. [PMID: 37805006 DOI: 10.1016/j.joca.2023.09.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 09/14/2023] [Accepted: 09/30/2023] [Indexed: 10/09/2023]
Abstract
OBJECTIVES After total knee arthroplasty (TKA), ∼30% of knee osteoarthritis (KOA) patients show little symptomatic improvement. Earlier studies have correlated urinary (u) type 2 collagen C terminal cleavage peptide assay (C2C-HUSA), which detects a fragment of cartilage collagen breakdown, with KOA progression. This study determines whether C2C levels in urine, synovial fluid, or their ratio, are associated with post-surgical outcomes. METHODS From a large sample of 489 subjects, diagnosed with primary KOA undergoing TKA, Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) pain and function scores were collected at baseline (time of surgery) and one-year post-TKA. Baseline urine (u) and synovial fluid (sf) were analysed using the IBEX-C2C-HUSA assay, with higher values indicating higher amounts of cartilage degradation. For urine, results were normalised to creatinine. Furthermore, subjects' changes in WOMAC scores were categorised based on percent reduction in pain or improvement in function, compared to baseline, such that >66.7%, >33.3 to ≤66.7%, and ≤33.3% denoted "strong", "moderate" and "mild/worse" responses, respectively. Associations of individual biofluid C2C-HUSA levels, or their ratio, with change in WOMAC pain and function scores up to one-year post-TKA, or category of change, were analysed by linear, logistic, or cumulative odds models. RESULTS Higher baseline uC2C-HUSA levels or a lower ratio of baseline sfC2C-HUSA to uC2C-HUSA were associated with improvements in WOMAC pain by linear multivariable modelling [odds ratio -0.40 (95% confidence interval -0.76, -0.05) p = 0.03; 0.36 (0.01, 0.71), p = 0.04, respectively], while sfC2C-HUSA alone was not. However, lower ratios of sfC2C-HUSA to uC2C-HUSA were associated with improvements in WOMAC function [1.37 (0.18, 2.55), p = 0.02], while sfC2C-HUSA and uC2C-HUSA alone were not. Lower ratios of sfC2C-HUSA to uC2C-HUSA were also associated with an increased likelihood of a subject being categorised in a group where TKA was beneficial in both univariable [pain, 0.81 (0.68, 0.96), p = 0.02; function, 0.92 (0.85, 0.99), p = 0.035] and multivariable [pain, 0.81 (0.68, 0.97) p = 0.02; function, 0.92 (0.85, 1.00), p = 0.043] ordinal modelling, while sfC2C-HUSA and uC2C-HUSA alone were not. CONCLUSIONS Overall, ratios of baseline sfC2C-HUSA to uC2C-HUSA, and baseline uC2C-HUSA, may play an important role in studying post-TKA surgical outcomes.
Collapse
Affiliation(s)
- Amit Sandhu
- Division of Orthopaedics, Osteoarthritis Research Program, Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada; Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Osvaldo Espin-Garcia
- Division of Orthopaedics, Osteoarthritis Research Program, Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada; Krembil Research Institute, University Health Network, Toronto, Ontario, Canada; Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada; Dalla Lana School of Public Health and Department of Statistical Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Jason S Rockel
- Division of Orthopaedics, Osteoarthritis Research Program, Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada; Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Starlee Lively
- Division of Orthopaedics, Osteoarthritis Research Program, Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada; Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Kimberly Perry
- Division of Orthopaedics, Osteoarthritis Research Program, Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada; Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Nizar N Mohamed
- Division of Orthopaedics, Osteoarthritis Research Program, Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada; Krembil Research Institute, University Health Network, Toronto, Ontario, Canada; Department of Surgery and Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Y Raja Rampersaud
- Division of Orthopaedics, Osteoarthritis Research Program, Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada; Krembil Research Institute, University Health Network, Toronto, Ontario, Canada; Department of Surgery and Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Anthony V Perruccio
- Division of Orthopaedics, Osteoarthritis Research Program, Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada; Krembil Research Institute, University Health Network, Toronto, Ontario, Canada; Department of Surgery and Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada; Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - A Robin Poole
- Department of Surgery, Faculty of Medicine and Health Sciences, McGill University, Montréal, Quebec, Canada
| | - Rajiv Gandhi
- Division of Orthopaedics, Osteoarthritis Research Program, Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada; Krembil Research Institute, University Health Network, Toronto, Ontario, Canada; Department of Surgery and Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Mohit Kapoor
- Division of Orthopaedics, Osteoarthritis Research Program, Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada; Krembil Research Institute, University Health Network, Toronto, Ontario, Canada; Department of Surgery and Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada.
| |
Collapse
|
5
|
Liu B, Xu HY, Zhang R, Han L, Li Y, Sun XF. An Update on Clinical Utility of Musculoskeletal Ultrasonography in Knee Osteoarthritis. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2023; 42:1413-1422. [PMID: 36715025 DOI: 10.1002/jum.16176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 10/27/2022] [Accepted: 12/27/2022] [Indexed: 06/17/2023]
Abstract
In knee osteoarthritis (KOA), timely and accurate assessment of the severity is essential to help orthopedic surgeons determine the most appropriate therapeutic strategies and evaluate disease outcomes and responses for corresponding treatments. In KOA, musculoskeletal ultrasonography (MSUS) could effectively help detect various abnormalities, including synovitis, osteophytes, and cartilage damage. Further, MSUS could be used to monitor the response to different therapies in KOA, to guide local diagnostic and therapeutic procedures. In the future, applications based on continuously evolving US tools could enhance the clinical utility of MSUS in KOA.
Collapse
Affiliation(s)
- Bo Liu
- Department of Cadre's Wards Ultrasound Diagnostics,Ultrasound Diagnostic Center, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Hui-Ying Xu
- Department of Cadre's Wards Ultrasound Diagnostics,Ultrasound Diagnostic Center, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Rui Zhang
- Department of Cadre's Wards Ultrasound Diagnostics,Ultrasound Diagnostic Center, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Lu Han
- Department of Cadre's Wards Ultrasound Diagnostics,Ultrasound Diagnostic Center, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Yang Li
- Department of Thoracic Surgery, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Xiao-Feng Sun
- Department of Cadre's Wards Ultrasound Diagnostics,Ultrasound Diagnostic Center, The First Hospital of Jilin University, Changchun, Jilin, China
| |
Collapse
|
6
|
Sandhu A, Rockel JS, Lively S, Kapoor M. Emerging molecular biomarkers in osteoarthritis pathology. Ther Adv Musculoskelet Dis 2023; 15:1759720X231177116. [PMID: 37359177 PMCID: PMC10288416 DOI: 10.1177/1759720x231177116] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 04/24/2023] [Indexed: 06/28/2023] Open
Abstract
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.
Collapse
Affiliation(s)
- Amit Sandhu
- Division of Orthopaedics, Osteoarthritis Research Program, Schroeder Arthritis Institute, University Health Network, Toronto, ON, Canada
- Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | - Jason S. Rockel
- Division of Orthopaedics, Osteoarthritis Research Program, Schroeder Arthritis Institute, University Health Network, Toronto, ON, Canada
- Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | - Starlee Lively
- Division of Orthopaedics, Osteoarthritis Research Program, Schroeder Arthritis Institute, University Health Network, Toronto, ON, Canada
- Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | - Mohit Kapoor
- Division of Orthopaedics, Osteoarthritis Research Program, Schroeder Arthritis Institute, University Health Network, 60 Leonard Avenue, 5th Floor Krembil Discovery Tower, Toronto, ON M5G 2C4, Canada
- Krembil Research Institute, University Health Network, Toronto, ON, Canada
- Department of Surgery and Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| |
Collapse
|
7
|
Jiang Q, Zhang S. Stimulus-Responsive Drug Delivery Nanoplatforms for Osteoarthritis Therapy. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2023; 19:e2206929. [PMID: 36905239 DOI: 10.1002/smll.202206929] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 02/16/2023] [Indexed: 06/08/2023]
Abstract
Osteoarthritis (OA) is one of the most prevalent age-related degenerative diseases. With an increasingly aging global population, greater numbers of OA patients are providing clear economic and societal burdens. Surgical and pharmacological treatments are the most common and conventional therapeutic strategies for OA, but often fall considerably short of desired or optimal outcomes. With the development of stimulus-responsive nanoplatforms has come the potential for improved therapeutic strategies for OA. Enhanced control, longer retention time, higher loading rates, and increased sensitivity are among the potential benefits. This review summarizes the advanced application of stimulus-responsive drug delivery nanoplatforms for OA, categorized by either those that depend on endogenous stimulus (reactive oxygen species, pH, enzyme, and temperature), or those that depend on exogenous stimulus (near-infrared ray, ultrasound, magnetic fields). The opportunities, restrictions, and limitations related to these various drug delivery systems, or their combinations, are discussed in areas such as multi-functionality, image guidance, and multi-stimulus response. The remaining constraints and potential solutions that are represented by the clinical application of stimulus-responsive drug delivery nanoplatforms are finally summarized.
Collapse
Affiliation(s)
- Qi Jiang
- Dr. Li Dak Sum & Yip Yio Chin Center for Stem Cells and Regenerative Medicine, Department of Orthopedic Surgery of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310058, China
- Zhejiang University-University of Edinburgh Institute, Zhejiang University School of Medicine, Key Laboratory of Tissue Engineering and Regenerative Medicine of Zhejiang Province, Zhejiang University School of Medicine, Hangzhou, 310058, China
- China Orthopedic Regenerative Medicine Group (CORMed), Hangzhou, 310058, China
| | - Shufang Zhang
- Dr. Li Dak Sum & Yip Yio Chin Center for Stem Cells and Regenerative Medicine, Department of Orthopedic Surgery of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310058, China
- Zhejiang University-University of Edinburgh Institute, Zhejiang University School of Medicine, Key Laboratory of Tissue Engineering and Regenerative Medicine of Zhejiang Province, Zhejiang University School of Medicine, Hangzhou, 310058, China
- China Orthopedic Regenerative Medicine Group (CORMed), Hangzhou, 310058, China
| |
Collapse
|
8
|
Park EH, Fritz J. The role of imaging in osteoarthritis. Best Pract Res Clin Rheumatol 2023; 37:101866. [PMID: 37659890 DOI: 10.1016/j.berh.2023.101866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 08/08/2023] [Accepted: 08/13/2023] [Indexed: 09/04/2023]
Abstract
Osteoarthritis is a complex whole-organ disorder that involves molecular, anatomic, and physiologic derangement. Advances in imaging techniques have expanded the role of imaging in evaluating osteoarthritis and functional changes. Radiography, magnetic resonance imaging, computed tomography (CT), and ultrasonography are commonly used imaging modalities, each with advantages and limitations in evaluating osteoarthritis. Radiography comprehensively analyses alignment and osseous features, while MRI provides detailed information about cartilage damage, bone marrow edema, synovitis, and soft tissue abnormalities. Compositional imaging derives quantitative data for detecting cartilage and tendon degeneration before structural damage occurs. Ultrasonography permits real-time scanning and dynamic joint evaluation, whereas CT is useful for assessing final osseous detail. Imaging plays an essential role in the diagnosis, management, and research of osteoarthritis. The use of imaging can help differentiate osteoarthritis from other diseases with similar symptoms, and recent advances in deep learning have made the acquisition, management, and interpretation of imaging data more efficient and accurate. Imaging is useful in monitoring and predicting the prognosis of osteoarthritis, expanding our understanding of its pathophysiology. Ultimately, this enables early detection and personalized medicine for patients with osteoarthritis. This article reviews the current state of imaging in osteoarthritis, focusing on the strengths and limitations of various imaging modalities, and introduces advanced techniques, including deep learning, applied in clinical practice.
Collapse
Affiliation(s)
- Eun Hae Park
- Division of Musculoskeletal Radiology, Department of Radiology, NYU Grossman School of Medicine, New York, USA; Department of Radiology, Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Republic of Korea
| | - Jan Fritz
- Division of Musculoskeletal Radiology, Department of Radiology, NYU Grossman School of Medicine, New York, USA.
| |
Collapse
|
9
|
Ying P, Xu Y, Jiang X, Wang K, Xue Y, Wang Q, Ding W, Dai X. Analysis of the regulatory role of miR-34a-5p/PLCD3 in the progression of osteoarthritis. Funct Integr Genomics 2023; 23:131. [PMID: 37079115 DOI: 10.1007/s10142-023-01058-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 04/10/2023] [Accepted: 04/12/2023] [Indexed: 04/21/2023]
Abstract
Osteoarthritis is a heterogeneous disease with a complex etiology. However, there is no effective treatment strategy at present. The purpose of this study was to explore the miRNA‒mRNA regulatory network and molecular mechanism that regulate the progression of osteoarthritis. In this article, we downloaded datasets (GSE55457, GSE82107, GSE143514 and GSE55235) from Gene Expression Omnibus (GEO) to screen differentially expressed mRNAs in osteoarthritis. Then, through weighted gene coexpression network (WGCNA), functional enrichment, protein‒protein interaction (PPI) network, miRNA‒mRNA coexpression network, ROC curve, and immune infiltration analyses and qPCR, the mRNA PLCD3, which was highly expressed in osteoarthritis and had clinical predictive value, was screened. We found that PLCD3 directly targets miR-34a-5p through DIANA and dual-luciferase experiments. The expression levels of PLCD3 and miR-34a-5p were negatively correlated. In addition, CCK-8 and wound healing assays showed that the miR-34a-5p mimic inhibited hFLS-OA cell proliferation and promoted hFLS-OA cell migration. PLCD3 overexpression showed the opposite trend. Western blotting further found that overexpression of miR-34a-5p reduced the protein expression levels of p-PI3K and p-AKT, while overexpression of PLCD3 showed the opposite trend. In addition, combined with the effect of the PI3K/AKT pathway inhibitor BIO (IC50 = 5.95 μM), the results showed that overexpression of miR-34a-5p increased the inhibitory effects of BIO on p-PI3K and p-AKT protein expression, while overexpression of PLCD3 significantly reversed these inhibitory effects. Overall, the miR-34a-5p/PLCD3 axis may mediate the PI3K/AKT pathway in regulating cartilage homeostasis in synovial osteoarthritis. These data indicate that miR-34a-5p/PLCD3 may be a new prognostic factor in the pathology of synovial osteoarthritis.
Collapse
Affiliation(s)
- Pu Ying
- Department of Orthopaedics, Changshu Hospital Affiliated to Nanjing University of Chinese Medicine, Changshu, China
| | - Yue Xu
- Department of Orthopaedics, Changshu Hospital Affiliated to Nanjing University of Chinese Medicine, Changshu, China
| | - Xiaowei Jiang
- Department of Orthopaedics, Changshu Hospital Affiliated to Nanjing University of Chinese Medicine, Changshu, China
| | - Kejie Wang
- Department of Orthopedics, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Yi Xue
- Department of Orthopaedics, Changshu Hospital Affiliated to Nanjing University of Chinese Medicine, Changshu, China
| | - Qiang Wang
- Department of Orthopaedics, Changshu Hospital Affiliated to Nanjing University of Chinese Medicine, Changshu, China
| | - Wenge Ding
- Department of Orthopedics, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Xiaoyu Dai
- Department of Orthopedics, The Third Affiliated Hospital of Soochow University, Changzhou, China.
| |
Collapse
|
10
|
de Ruijter M. How can recombinant adeno-associated virus (rAAV) vector technology be empowered with biofabrication strategies in its translation towards the clinic? Osteoarthritis Cartilage 2023; 31:421-422. [PMID: 36528307 DOI: 10.1016/j.joca.2022.12.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 12/08/2022] [Indexed: 12/23/2022]
Affiliation(s)
- M de Ruijter
- Department of Orthopedics, University Medical Center Utrecht, Utrecht, the Netherlands.
| |
Collapse
|
11
|
Effects of Immobilization and Swimming on the Progression of Osteoarthritis in Mice. Int J Mol Sci 2022; 24:ijms24010535. [PMID: 36613978 PMCID: PMC9820595 DOI: 10.3390/ijms24010535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 12/16/2022] [Accepted: 12/19/2022] [Indexed: 12/30/2022] Open
Abstract
Osteoarthritis (OA) is a chronic joint disease characterized by the degeneration of articular cartilage and thickening and sclerosis of the subchondral bone. Mechanical factors play significant roles in the development and progression of OA, but it is still controversial whether exercise or rest is a more effective treatment for OA patients. In this study, we compared the effects of swimming and immobilization at different stages of OA in mice. Four weeks (the middle stage of OA) or eight weeks (the late stage of OA) after DMM (destabilization of the medial meniscus) surgery, the mice were subjected to four-week immobilization or swimming. Ink blot analysis and a beam walking test were performed to measure the gait and balance ability. Histological analysis was performed to determine the trabecular bone area, the thickness of subchondral bone, the thickness of the cartilage, the OARSI score, and the expression of MMP13 (matrix metalloproteinases) and IL-6 (interleukin). The results showed that at the middle stage of OA, both immobilization and swimming slowed down the progression of OA. Immobilization relieved OA to a certain extent by decreasing the production of regulatory factors to attenuate the degeneration of cartilage, which partly relieved the effects of DMM on gait, mainly in the hindlimb. Swimming mainly attenuated the thickening and rescued the area of subchondral bone.
Collapse
|
12
|
Thivat E, Chanchou M, Mathieu S, Levesque S, Billoux T, Auzeloux P, Sas N, Molnar I, Jouberton E, Rouanet J, Fois G, Maigne L, Galmier MJ, Penault-Llorca F, Miot-Noirault E, Durando X, Cachin F. Assessment of 99mTc-NTP 15-5 uptake on cartilage, a new proteoglycan tracer: Study protocol for a phase I trial (CARSPECT). Front Med (Lausanne) 2022; 9:993151. [PMID: 36314021 PMCID: PMC9596979 DOI: 10.3389/fmed.2022.993151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 08/11/2022] [Indexed: 11/21/2022] Open
Abstract
Background 99mTc-NTP 15-5 is a SPECT radiotracer targeting proteoglycans (PG), components of the cartilaginous extracellular matrix. Imaging of PGs would be useful for the early detection of cartilage disorders (osteoarthritis, arthritis and chondrosarcoma, Aromatase Inhibitor associated arthralgia (AIA) in breast cancer), and the follow-up of patients under treatment. According to preclinical study results, 99mTc-NTP 15-5, is a good candidate for a specific functional molecular imaging of joints. We intend to initiate a first in-human study to confirm and quantify 99mTc-NTP 15-5 uptake in healthy joints. Methods As the clinical development of this radiotracer would be oriented toward the functional imaging of joint pathologies, we have chosen to include patients with healthy joints (unilateral osteoarthritis of the knee or breast cancer with indication of AI treatment). This phase I study will be an open-label, multicenter, dose-escalation trial of a radiopharmaceutical orientation to determine the recommended level of activity of 99mTc-NTP 15-5 to obtain the best joint tracer contrasts on images, without dose limiting toxicity (DLT). The secondary objectives will include the study of the pharmacology, biodistribution (using planar whole body and SPECT-CT acquisitions), toxicity, and dosimetry of this radiotracer. The dose escalation with 3 activity levels (5, 10, and 15 MBq/kg), will be conditioned by the absence at the previous level of DLT and of a visualized tracer accumulation on more than 80% of healthy joints as observed on scintigraphy performed at ≤ 2 h post-injection. Discussion This first in-human phase I trial will be proof-of-concept of the relevance of 99mTc-NTP 15-5 as a cartilage tracer, with the determination of the optimal methodology (dose and acquisition time) to obtain the best contrast to provide a functional image of joints with SPECT-CT. Trial registration number Clinicaltrials.gov: NCT04481230. Identifier in French National Agency for the Safety of Medicines and Health Products (ANSM): N°EudraCT 2020-000495-37.
Collapse
Affiliation(s)
- Emilie Thivat
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1240 Imagerie Moléculaire et Stratégies Theranostiques (IMoST), Université Clermont Auvergne, Clermont-Ferrand, France,Département de Recherche Clinique, Centre Jean PERRIN, Clermont-Ferrand, France,Centre d'Investigation Clinique UMR501, Clermont-Ferrand, France,*Correspondence: Emilie Thivat
| | - Marion Chanchou
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1240 Imagerie Moléculaire et Stratégies Theranostiques (IMoST), Université Clermont Auvergne, Clermont-Ferrand, France,Service de Médecine Nucléaire, Centre Jean PERRIN, Clermont-Ferrand, France
| | - Sylvain Mathieu
- Service de Rhumatologie, Centre Hospitalier Universitaire (CHU) Gabriel Montpied, Université Clermont-Auvergne, Clermont-Ferrand, France
| | - Sophie Levesque
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1240 Imagerie Moléculaire et Stratégies Theranostiques (IMoST), Université Clermont Auvergne, Clermont-Ferrand, France,Département de Recherche Clinique, Centre Jean PERRIN, Clermont-Ferrand, France,Unité de Radiopharmacie, Centre Jean PERRIN, Clermont-Ferrand, France
| | - Tommy Billoux
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1240 Imagerie Moléculaire et Stratégies Theranostiques (IMoST), Université Clermont Auvergne, Clermont-Ferrand, France,Service de Physique Médicale, Centre Jean PERRIN, Clermont-Ferrand, France
| | - Philippe Auzeloux
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1240 Imagerie Moléculaire et Stratégies Theranostiques (IMoST), Université Clermont Auvergne, Clermont-Ferrand, France
| | - Nicolas Sas
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1240 Imagerie Moléculaire et Stratégies Theranostiques (IMoST), Université Clermont Auvergne, Clermont-Ferrand, France,Service de Physique Médicale, Centre Jean PERRIN, Clermont-Ferrand, France
| | - Ioana Molnar
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1240 Imagerie Moléculaire et Stratégies Theranostiques (IMoST), Université Clermont Auvergne, Clermont-Ferrand, France,Département de Recherche Clinique, Centre Jean PERRIN, Clermont-Ferrand, France,Centre d'Investigation Clinique UMR501, Clermont-Ferrand, France
| | - Elodie Jouberton
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1240 Imagerie Moléculaire et Stratégies Theranostiques (IMoST), Université Clermont Auvergne, Clermont-Ferrand, France,Service de Médecine Nucléaire, Centre Jean PERRIN, Clermont-Ferrand, France
| | - Jacques Rouanet
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1240 Imagerie Moléculaire et Stratégies Theranostiques (IMoST), Université Clermont Auvergne, Clermont-Ferrand, France,Service de Dermatologie et d'Oncologie Cutanée, Centre Hospitalier Universitaire (CHU) Clermont-Ferrand, Clermont-Ferrand, France
| | - Giovanna Fois
- Laboratoire de Physique de Clermont, UMR6533, Centre National de la Recherche Scientifique (CNRS)/Institut National de Physique Nucléaire et de Physique des Particules (IN2P3), Université Clermont Auvergne, Clermont-Ferrand, France
| | - Lydia Maigne
- Laboratoire de Physique de Clermont, UMR6533, Centre National de la Recherche Scientifique (CNRS)/Institut National de Physique Nucléaire et de Physique des Particules (IN2P3), Université Clermont Auvergne, Clermont-Ferrand, France
| | - Marie-Josephe Galmier
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1240 Imagerie Moléculaire et Stratégies Theranostiques (IMoST), Université Clermont Auvergne, Clermont-Ferrand, France
| | - Frédérique Penault-Llorca
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1240 Imagerie Moléculaire et Stratégies Theranostiques (IMoST), Université Clermont Auvergne, Clermont-Ferrand, France,Centre d'Investigation Clinique UMR501, Clermont-Ferrand, France,Département de Biopathologie, Centre Jean PERRIN, Clermont-Ferrand, France
| | - Elisabeth Miot-Noirault
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1240 Imagerie Moléculaire et Stratégies Theranostiques (IMoST), Université Clermont Auvergne, Clermont-Ferrand, France
| | - Xavier Durando
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1240 Imagerie Moléculaire et Stratégies Theranostiques (IMoST), Université Clermont Auvergne, Clermont-Ferrand, France,Département de Recherche Clinique, Centre Jean PERRIN, Clermont-Ferrand, France,Centre d'Investigation Clinique UMR501, Clermont-Ferrand, France,Département d'oncologie Médicale, Centre Jean PERRIN, Clermont-Ferrand, France
| | - Florent Cachin
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1240 Imagerie Moléculaire et Stratégies Theranostiques (IMoST), Université Clermont Auvergne, Clermont-Ferrand, France,Centre d'Investigation Clinique UMR501, Clermont-Ferrand, France,Service de Médecine Nucléaire, Centre Jean PERRIN, Clermont-Ferrand, France
| |
Collapse
|
13
|
Gao M, Wang J, Jiang L, Pan X, Canavese F, Li Y, Wang W, Zhou Z, Zhu W. Magnetic resonance imaging R2* sequences can better detect microstructural cartilage changes than T2 mapping in cynomolgus monkeys with limited knee kinematics: preliminary imaging findings. BMC Musculoskelet Disord 2022; 23:870. [PMID: 36115988 PMCID: PMC9482308 DOI: 10.1186/s12891-022-05817-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 09/06/2022] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND The difference between MRI (Magnetic resonance imaging)-R2* and T2 mapping sequences regarding their superiority in the detection of microstructural cartilage changes in knees with limited ROM (range of motion) was unknown. METHODS Twenty male cynomolgus monkeys (mean age: 10.65 ± 0.97 years) underwent knee ROM evaluations and were divided into three groups: Group A (n = 10), with similar left and right knee ROM; Group B (n = 5), with left knee ROM superior to right; and Group C (n = 5), with left knee ROM inferior to right. Twenty-eight ROIs (regions of interest) in the cartilage of the lateral (L) and medial (M) femoral trochlea (FT), anterior (A)/central (C)/posterior (P) femoral condyle (FC) and tibial plateau (TP) of both knees were identified in each monkey. The corresponding ROI values in R2* and T2 mapping sequences were recorded for analysis. One-way ANOVA, Chi-square tests and Pearson's correlation analysis were used for statistical analyses. RESULTS Among the total 1120 ROIs, significant differences in R2* values among the three groups existed in two ROIs: cartilage of the right MPTP (F = 5.216, P = 0.017) and left MAFC (F = 4.919, P = 0.021). However, the T2 mapping values of all ROIs were similar among the three groups. Microstructural cartilage changes occurred more frequently in the medial (40 ROIs) than in the lateral (0 ROIs) knee compartment (χ2 = 43.077, P < 0.001). The Group B cartilage R2* value of the right MPTP increased with the difference in bilateral knee ROM (r = 0.913, P = 0.030). CONCLUSIONS In knees with limited ROM, MRI-R2* sequence is superior to T2 mapping in the detection of microstructural cartilage changes, which the medial knee compartment was more susceptible to. Cartilage R2* values tend to increase with the amount of knee ROM loss.
Collapse
Affiliation(s)
- ManMan Gao
- grid.452847.80000 0004 6068 028XDepartment of Sport Medicine, Inst Translat Med, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital, 3002nd SunGangXi Road of FuTian District, Shenzhen, 518025 China ,grid.511083.e0000 0004 7671 2506Innovation Platform of Regeneration and Repair of Spinal Cord and Nerve Injury, Department of Orthopaedic Surgery, The Seventh Affiliated Hospital, Sun Yat-Sen University, 628th ZhenYuan Road of GuangMing District, Shenzhen, 518107 China ,grid.412615.50000 0004 1803 6239Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510080 China ,grid.263488.30000 0001 0472 9649Shenzhen Key Laboratory of Anti-Aging and Regenerative Medicine, Department of Medical Cell Biology and Genetics, Health Sciences Center, Shenzhen University, Shenzhen, 518061 China
| | - JianMin Wang
- grid.511083.e0000 0004 7671 2506Innovation Platform of Regeneration and Repair of Spinal Cord and Nerve Injury, Department of Orthopaedic Surgery, The Seventh Affiliated Hospital, Sun Yat-Sen University, 628th ZhenYuan Road of GuangMing District, Shenzhen, 518107 China
| | - LuoYong Jiang
- grid.452847.80000 0004 6068 028XDepartment of Orthopedics, Inst Translat Med, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital, Shenzhen, 518025 China
| | - XiMin Pan
- grid.12981.330000 0001 2360 039XDepartment of Radiology, The Sixth Affiliated Hospital (Gastrointestinal Hospital), Sun Yat-Sen University, Guangzhou, 510655 China
| | - Federico Canavese
- grid.414184.c0000 0004 0593 6676Department of Pediatric Orthopaedics, Lille University Center, Jeanne de Flandre Hospital, Avenue Eugène Avinée, 59037 Lille cedex, France
| | - YiQiang Li
- grid.410737.60000 0000 8653 1072Department of Pediatric Orthopaedics, GuangZhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou, 510623 China
| | - WenTao Wang
- grid.511083.e0000 0004 7671 2506Innovation Platform of Regeneration and Repair of Spinal Cord and Nerve Injury, Department of Orthopaedic Surgery, The Seventh Affiliated Hospital, Sun Yat-Sen University, 628th ZhenYuan Road of GuangMing District, Shenzhen, 518107 China
| | - ZhiYu Zhou
- grid.511083.e0000 0004 7671 2506Innovation Platform of Regeneration and Repair of Spinal Cord and Nerve Injury, Department of Orthopaedic Surgery, The Seventh Affiliated Hospital, Sun Yat-Sen University, 628th ZhenYuan Road of GuangMing District, Shenzhen, 518107 China ,grid.412615.50000 0004 1803 6239Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510080 China
| | - WeiMin Zhu
- grid.452847.80000 0004 6068 028XDepartment of Sport Medicine, Inst Translat Med, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital, 3002nd SunGangXi Road of FuTian District, Shenzhen, 518025 China
| |
Collapse
|
14
|
Wu Y, Li J, Zeng Y, Pu W, Mu X, Sun K, Peng Y, Shen B. Exosomes rewire the cartilage microenvironment in osteoarthritis: from intercellular communication to therapeutic strategies. Int J Oral Sci 2022; 14:40. [PMID: 35927232 PMCID: PMC9352673 DOI: 10.1038/s41368-022-00187-z] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 06/02/2022] [Accepted: 06/14/2022] [Indexed: 02/08/2023] Open
Abstract
Osteoarthritis (OA) is a prevalent degenerative joint disease characterized by cartilage loss and accounts for a major source of pain and disability worldwide. However, effective strategies for cartilage repair are lacking, and patients with advanced OA usually need joint replacement. Better comprehending OA pathogenesis may lead to transformative therapeutics. Recently studies have reported that exosomes act as a new means of cell-to-cell communication by delivering multiple bioactive molecules to create a particular microenvironment that tunes cartilage behavior. Specifically, exosome cargos, such as noncoding RNAs (ncRNAs) and proteins, play a crucial role in OA progression by regulating the proliferation, apoptosis, autophagy, and inflammatory response of joint cells, rendering them promising candidates for OA monitoring and treatment. This review systematically summarizes the current insight regarding the biogenesis and function of exosomes and their potential as therapeutic tools targeting cell-to-cell communication in OA, suggesting new realms to improve OA management.
Collapse
Affiliation(s)
- Yuangang Wu
- Orthopedic Research Institute, Department of Orthopedics, West China Hospital, Sichuan University, Chengdu, China
| | - Jiao Li
- Laboratory of Molecular Oncology, Frontiers Science Center for Disease-related Molecular Network, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yi Zeng
- Orthopedic Research Institute, Department of Orthopedics, West China Hospital, Sichuan University, Chengdu, China
| | - Wenchen Pu
- Laboratory of Molecular Oncology, Frontiers Science Center for Disease-related Molecular Network, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Xiaoyu Mu
- Laboratory of Molecular Oncology, Frontiers Science Center for Disease-related Molecular Network, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Kaibo Sun
- Orthopedic Research Institute, Department of Orthopedics, West China Hospital, Sichuan University, Chengdu, China
| | - Yong Peng
- Laboratory of Molecular Oncology, Frontiers Science Center for Disease-related Molecular Network, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China.
| | - Bin Shen
- Orthopedic Research Institute, Department of Orthopedics, West China Hospital, Sichuan University, Chengdu, China.
| |
Collapse
|
15
|
Oláh T, Cai X, Gao L, Walter F, Pape D, Cucchiarini M, Madry H. Quantifying the Human Subchondral Trabecular Bone Microstructure in Osteoarthritis with Clinical CT. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022; 9:e2201692. [PMID: 35670136 PMCID: PMC9376842 DOI: 10.1002/advs.202201692] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 04/26/2022] [Indexed: 06/12/2023]
Abstract
Osteoarthritis (OA) is characterized by critical alterations of the subchondral bone microstructure, besides the well-known cartilaginous changes. Clinical computed tomography (CT) detection of quantitative 3D microstructural subchondral bone parameters is applied to monitor changes of subchondral bone structure in different stages of human OA and is compared with micro-CT, the gold standard. Determination by clinical CT (287 µm resolution) of key microstructural parameters in tibial plateaus with mild-to-moderate and severe OA reveals strong correlations to micro-CT (35 µm), high inter- and intraobserver reliability, and small relative differences. In vivo, normal, mild-to-moderate, and severe OA are compared with clinical CT (331 µm). All approaches detect characteristic expanded trabecular structure in severe OA and fundamental microstructural correlations with clinical OA stage. Multivariate analyses at various in vivo and ex vivo imaging resolutions always reliably separate mild-to-moderate from severe OA (except mild-to-moderate OA from normal), revealing a striking similarity between 287 µm clinical and 35 µm micro-CT. Thus, accurate structural measurements using clinical CT with a resolution near the trabecular dimensions are possible. Clinical CT offers an opportunity to quantitatively monitor subchondral bone microstructure in clinical and experimental settings as an advanced tool of investigating OA and other diseases affecting bone architecture.
Collapse
Affiliation(s)
- Tamás Oláh
- Center of Experimental OrthopaedicsSaarland UniversityKirrberger Straße 100, Building 37Homburg SaarD‐66421Germany
- Cartilage Net of the Greater RegionKirrberger Straße 100, Building 37Homburg SaarD‐66421Germany
| | - Xiaoyu Cai
- Center of Experimental OrthopaedicsSaarland UniversityKirrberger Straße 100, Building 37Homburg SaarD‐66421Germany
| | - Liang Gao
- Center of Experimental OrthopaedicsSaarland UniversityKirrberger Straße 100, Building 37Homburg SaarD‐66421Germany
- Cartilage Net of the Greater RegionKirrberger Straße 100, Building 37Homburg SaarD‐66421Germany
| | - Frédéric Walter
- Clinique d'EichCentre Hospitalier de Luxembourg78 Rue d'EichLuxembourg1460Luxembourg
| | - Dietrich Pape
- Cartilage Net of the Greater RegionKirrberger Straße 100, Building 37Homburg SaarD‐66421Germany
- Clinique d'EichCentre Hospitalier de Luxembourg78 Rue d'EichLuxembourg1460Luxembourg
| | - Magali Cucchiarini
- Center of Experimental OrthopaedicsSaarland UniversityKirrberger Straße 100, Building 37Homburg SaarD‐66421Germany
- Cartilage Net of the Greater RegionKirrberger Straße 100, Building 37Homburg SaarD‐66421Germany
| | - Henning Madry
- Center of Experimental OrthopaedicsSaarland UniversityKirrberger Straße 100, Building 37Homburg SaarD‐66421Germany
- Cartilage Net of the Greater RegionKirrberger Straße 100, Building 37Homburg SaarD‐66421Germany
| |
Collapse
|
16
|
Huang C, Xu Z, Shen Z, Luo T, Li T, Nissman D, Nelson A, Golightly Y, Niethammer M, Zhu H. DADP: Dynamic abnormality detection and progression for longitudinal knee magnetic resonance images from the Osteoarthritis Initiative. Med Image Anal 2022; 77:102343. [PMID: 35026528 PMCID: PMC8901568 DOI: 10.1016/j.media.2021.102343] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 11/27/2021] [Accepted: 12/27/2021] [Indexed: 10/19/2022]
Abstract
Osteoarthritis (OA) is the most common disabling joint disease. Magnetic resonance (MR) imaging has been commonly used to assess knee joint degeneration due to its distinct advantage in detecting morphologic cartilage changes. Although several statistical methods over conventional radiography have been developed to perform quantitative cartilage analyses, little work has been done capturing the development and progression of cartilage lesions (or abnormal regions) and how they naturally progress. There are two major challenges, including (i) the lack of building spatial-temporal correspondences and correlations in cartilage thickness and (ii) the spatio-temporal heterogeneity in abnormal regions. The goal of this work is to propose a dynamic abnormality detection and progression (DADP) framework for quantitative cartilage analysis, while addressing the two challenges. First, spatial correspondences are established on flattened 2D cartilage thickness maps extracted from 3D knee MR images both across time within each subject and across all subjects. Second, a dynamic functional mixed effects model (DFMEM) is proposed to quantify abnormality progression across time points and subjects, while accounting for the spatio-temporal heterogeneity. We systematically evaluate our DADP using simulations and real data from the Osteoarthritis Initiative (OAI). Our results show that DADP not only effectively detects subject-specific dynamic abnormal regions, but also provides population-level statistical disease mapping and subgroup analysis.
Collapse
Affiliation(s)
- Chao Huang
- Department of Statistics, Florida State University, Tallahassee, 32304, USA
| | - Zhenlin Xu
- Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, 27599, USA
| | - Zhengyang Shen
- Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, 27599, USA
| | - Tianyou Luo
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, 27599, USA
| | - Tengfei Li
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, 27599, USA; Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, 27599, USA
| | - Daniel Nissman
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, 27599, USA
| | - Amanda Nelson
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, 27599, USA
| | - Yvonne Golightly
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, 27599, USA; Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, 27599, USA
| | - Marc Niethammer
- Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, 27599, USA; Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, 27599, USA.
| | - Hongtu Zhu
- Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, 27599, USA; Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, 27599, USA; Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, 27599, USA.
| |
Collapse
|
17
|
Drevet S, Favier B, Lardy B, Gavazzi G, Brun E. New imaging tools for mouse models of osteoarthritis. GeroScience 2022; 44:639-650. [PMID: 35129777 PMCID: PMC9135906 DOI: 10.1007/s11357-022-00525-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 01/27/2022] [Indexed: 12/25/2022] Open
Abstract
Osteoarthritis (OA) is a chronic degenerative disease characterized by a disruption of articular joint cartilage homeostasis. Mice are the most commonly used models to study OA. Despite recent reviews, there is still a lack of knowledge about the new development in imaging techniques. Two types of modalities are complementary: those that assess structural changes in joint tissues and those that assess metabolism and disease activity. Micro MRI is the most important imaging tool for OA research. Automated methodologies for assessing periarticular bone morphology with micro-CT have been developed allowing quantitative assessment of tibial surface that may be representative of the whole OA joint changes. Phase-contrast X-ray imaging provides in a single examination a high image precision with good differentiation between all anatomical elements of the knee joint (soft tissue and bone). Positron emission tomography, photoacoustic imaging, and fluorescence reflectance imaging provide molecular and functional data. To conclude, innovative imaging technologies could be an alternative to conventional histology with greater resolution and more efficiency in both morphological analysis and metabolism follow-up. There is a logic of permanent adjustment between innovations, 3R rule, and scientific perspectives. New imaging associated with artificial intelligence may add to human clinical practice allowing not only diagnosis but also prediction of disease progression to personalized medicine.
Collapse
Affiliation(s)
- S. Drevet
- Univ. Grenoble Alpes, CNRS, UMR 5525, VetAgro Sup, Grenoble INP, TIMC, 38000 Grenoble, France
- University Hospital Grenoble Alpes, Orthogeriatric Unit, Clinic of Geriatric Medicine, 38 000 Grenoble, France
| | - B. Favier
- Univ. Grenoble Alpes, CNRS, UMR 5525, VetAgro Sup, Grenoble INP, TIMC, 38000 Grenoble, France
| | - B. Lardy
- Univ. Grenoble Alpes, CNRS, UMR 5525, VetAgro Sup, Grenoble INP, TIMC, 38000 Grenoble, France
- Laboratoire de Biochimie des Enzymes et des Protéines, Centre Hospitalier Universitaire Grenoble Alpes, 38 000 Grenoble, France
| | - G. Gavazzi
- Univ. Grenoble Alpes, CNRS, UMR 5525, VetAgro Sup, Grenoble INP, TIMC, 38000 Grenoble, France
- University Hospital Grenoble Alpes, Clinic of Geriatric Medicine, 38 000 Grenoble, France
| | - E. Brun
- Univ. Grenoble Alpes, Inserm, UA7, STROBE Laboratory, 38 000 Grenoble, France
| |
Collapse
|
18
|
Tu P, Pan Y, Wu C, Yang G, Zhou X, Sun J, Wang L, Liu M, Wang Z, Liang Z, Guo Y, Ma Y. Cartilage Repair Using Clematis Triterpenoid Saponin Delivery Microcarrier, Cultured in a Microgravity Bioreactor Prior to Application in Rabbit Model. ACS Biomater Sci Eng 2022; 8:753-764. [PMID: 35084832 DOI: 10.1021/acsbiomaterials.1c01101] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Cartilage tissue engineering provides a promising method for the repair of articular cartilage defects, requiring appropriate biological scaffolds and necessary growth factors to enhance the efficiency of cartilage regeneration. Here, a silk fibroin (SF) microcarrier and a clematis triterpenoid saponin delivery SF (CTS-SF) microcarrier were prepared by the high-voltage electrostatic differentiation and lyophilization method, and chondrocytes were carried under the simulated microgravity condition by a rotating cell culture system. SF and CTS-SF microspheres were relatively uniform in size and had a porous structure with good swelling and cytocompatibility. Further, CTS-SF microcarriers could sustainably release CTSs in the monitored 10 days. Compared with the monolayer culture, chondrocytes under the microgravity condition maintained a better chondrogenic phenotype and showed better proliferation ability after culture on microcarriers. Moreover, the sustained release of CTS from CTS-SF microcarriers upregulated transforming growth factor-β, Smad2, and Smad3 signals, contributing to promote chondrogenesis. Hence, the biophysical effects of microgravity and bioactivities of CTS-ST were used for chondrocyte expansion and phenotype maintenance in vitro. With prolonged expansion, SF- and CTS-SF-based microcarrier-cell composites were directly implanted in vivo to repair rabbit articular defects. Gross evaluations, histopathological examinations, and biochemical analysis indicated that SF- and CTS-SF-based composites exhibited cartilage-like tissue repair compared with the nontreated group. Further, CTS-SF-based composites displayed superior hyaline cartilage-like repair that integrated with the surrounding cartilage better and higher cartilage extracellular matrix content. In conclusion, these results provide an alternative preparation method for drug-delivered SF microcarrier and a culture method for maintaining the chondrogenic phenotype of seed cells based on the microgravity environment. CTS showed its bioactive function, and the application of CTS-SF microcarriers can help repair and regenerate cartilage defects.
Collapse
Affiliation(s)
- Pengcheng Tu
- Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing 210029, P.R. China.,Laboratory of New Techniques of Restoration and Reconstruction of Orthopedics and Traumatology, Nanjing University of Chinese Medicine, Nanjing 210023, P.R. China
| | - Yalan Pan
- Laboratory of New Techniques of Restoration and Reconstruction of Orthopedics and Traumatology, Nanjing University of Chinese Medicine, Nanjing 210023, P.R. China.,Nursing Institute of Integrated Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing 210029, P.R. China
| | - Chengjie Wu
- Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing 210029, P.R. China.,Laboratory of New Techniques of Restoration and Reconstruction of Orthopedics and Traumatology, Nanjing University of Chinese Medicine, Nanjing 210023, P.R. China
| | - Guanglu Yang
- Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing 210029, P.R. China.,Laboratory of New Techniques of Restoration and Reconstruction of Orthopedics and Traumatology, Nanjing University of Chinese Medicine, Nanjing 210023, P.R. China
| | - Xin Zhou
- Laboratory of New Techniques of Restoration and Reconstruction of Orthopedics and Traumatology, Nanjing University of Chinese Medicine, Nanjing 210023, P.R. China
| | - Jie Sun
- Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing 210029, P.R. China.,Laboratory of New Techniques of Restoration and Reconstruction of Orthopedics and Traumatology, Nanjing University of Chinese Medicine, Nanjing 210023, P.R. China
| | - Lining Wang
- Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing 210029, P.R. China.,Laboratory of New Techniques of Restoration and Reconstruction of Orthopedics and Traumatology, Nanjing University of Chinese Medicine, Nanjing 210023, P.R. China
| | - Mengmin Liu
- Laboratory of New Techniques of Restoration and Reconstruction of Orthopedics and Traumatology, Nanjing University of Chinese Medicine, Nanjing 210023, P.R. China.,School of Chinese Medicine, School of Integrated Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, P.R. China
| | - Zhifang Wang
- Zhangjiagang Affiliated Hospital of Nanjing University of Chinese Medicine, Suzhou 215600, P.R. China
| | - Zhongqing Liang
- School of Chinese Medicine, School of Integrated Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, P.R. China
| | - Yang Guo
- Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing 210029, P.R. China.,Laboratory of New Techniques of Restoration and Reconstruction of Orthopedics and Traumatology, Nanjing University of Chinese Medicine, Nanjing 210023, P.R. China
| | - Yong Ma
- Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing 210029, P.R. China.,Laboratory of New Techniques of Restoration and Reconstruction of Orthopedics and Traumatology, Nanjing University of Chinese Medicine, Nanjing 210023, P.R. China.,School of Chinese Medicine, School of Integrated Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, P.R. China
| |
Collapse
|
19
|
Aksoy A, Gulcu A, Tuna MM, Aslan A. Radiologically Guided Versus Blinded Intra-articular Injection in Patients With Hip Osteoarthritis: A Retrospective Comparative Study. CLINICAL MEDICINE INSIGHTS: ARTHRITIS AND MUSCULOSKELETAL DISORDERS 2022; 15:11795441221118920. [PMID: 36032389 PMCID: PMC9411738 DOI: 10.1177/11795441221118920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Accepted: 07/21/2022] [Indexed: 11/18/2022]
Abstract
Objectives: The aim of this study was to present the clinical results of patients with Kellgren-Lawrence (KL) stage 2-4 hip osteoarthritis who were administered intra-articular corticosteroid (CS) or hyaluronic acid (HA), with or without fluoroscopy. Methods: This retrospective comparative study was conducted in the clinics where the authors worked between 2010 and 2018. Patients with stage 2-4 hip osteoarthritis according to KL criteria were included in the study. Age, body mass index, American Society of Anesthesiologists stages, and Western Ontario and McMaster Universities Arthritis Index (WOMAC) scores (3rd, 6th, and 12th months) were recorded. Two groups were created as patients who underwent injection with or without fluoroscopy guidance. In group 1, CS (triamnisolone) was administered, and in group 2, sodium hyaluronate 88 mg/4 mL was administered. Obtained parameters were compared. Results: The WOMAC scores at 3 months of both the CS and HA groups were statistically significantly better than before the application, with the improvement in the CS group found to be significantly better than in the HA group (P = .047). At 6 months, the mean WOMAC scores of the CS and HA groups were better than prior to the application, and there was a statistically significant difference (P < .001). No significant difference was found in either the CS or HA group in the comparison of 12-month WOMAC scores with the baseline scores (P = .744 and P = .054). Conclusion: In symptomatic hip OA patients, intra-articular administration of CS and HA was seen to be effective at 3 and 6 months after administration. However, the effectiveness was determined to have disappeared within 1 year. Furthermore, in hip OA intra-articular drug applications, it was determined that the blinded technique without radiological guidance performed in the outpatient clinic is as effective and safe as the radiologically guided technique administered in the operating room.
Collapse
Affiliation(s)
- Ahmet Aksoy
- Department of Orthopedics and Traumatology, Alanya Education and Research Hospital, Alanya, Turkey
| | - Anil Gulcu
- Department of Orthopedics and Traumatology, Medical School of Alaaddin Keykubat University, Alanya, Turkey
| | - Mehmet Mert Tuna
- Department of Anesthesia and Reanimation, Alanya Education and Research Hospital, Alanya, Turkey
| | - Ahmet Aslan
- Department of Orthopedics and Traumatology, Medical School of Alaaddin Keykubat University, Alanya, Turkey
| |
Collapse
|
20
|
Perry TA, O'Neill TW, Tolstykh I, Lynch J, Felson DT, Arden NK, Nevitt MC. Magnetic Resonance Imaging-Assessed Subchondral Cysts and Incident Knee Pain and Knee Osteoarthritis: Data From the Multicenter Osteoarthritis Study. Arthritis Rheumatol 2022; 74:60-69. [PMID: 34224660 PMCID: PMC9491692 DOI: 10.1002/art.41917] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 06/09/2021] [Accepted: 07/01/2021] [Indexed: 01/03/2023]
Abstract
OBJECTIVE To examine whether knee subchondral cysts, measured on magnetic resonance imaging (MRI), are associated with incident knee osteoarthritis (OA) outcomes. METHODS We used longitudinal data from the Multicenter Osteoarthritis Study, a community-based cohort of subjects with risk factors for knee OA. Participants without a history of knee surgery and/or inflammatory arthritis (i.e., rheumatoid arthritis and gout) were followed up for 84 months for the following incident outcomes: 1) radiographic knee OA (Kellgren/Lawrence grade ≥2), 2) symptomatic radiographic knee OA (radiographic knee OA and frequent knee pain), and 3) frequent knee pain (with or without radiographic knee OA). In a subset of participants, subchondral cysts were scored on baseline MRIs of 1 knee. Multiple logistic regression, with adjustment for participant characteristics and other baseline knee MRI findings, was used to assess whether subchondral cysts were predictive of incident outcomes. RESULTS Among the participants with knees eligible for analyses of outcomes over 84 months, incident radiographic knee OA occurred in 22.8% of knees with no baseline radiographic knee OA, symptomatic radiographic knee OA occurred in 17.0% of knees with no baseline symptomatic radiographic knee OA, and frequent knee pain (with or without radiographic knee OA) occurred in 28.8% of knees with no baseline radiographic knee OA and 43.7% of knees with baseline radiographic knee OA. With adjustment for age, sex, and body mass index, the presence of subchondral cysts was not associated with incident radiographic knee OA but was associated with increased odds of incident symptomatic radiographic knee OA (odds ratio 1.92 [95% confidence interval 1.16-3.19]) and increased odds of incident frequent knee pain in those who had radiographic knee OA at baseline (odds ratio 2.11 [95% confidence interval 0.87-5.12]). Stronger and significant associations were observed for outcomes based on consistent reports of frequent knee pain within ~1 month of the study visit. CONCLUSION Subchondral cysts are likely to be a secondary phenomenon, rather than a primary trigger, of radiographic knee OA, and may predict symptoms in knees with existing disease.
Collapse
Affiliation(s)
- Thomas A Perry
- University of Oxford and Centre for Sport, Exercise, and Osteoarthritis Research Versus Arthritis, Oxford, UK
| | - Terence W O'Neill
- NIHR Manchester Biomedical Research Centre, The University of Manchester and Manchester University NHS Foundation Trust, Manchester, UK, and Salford Royal NHS Foundation Trust, Salford, UK
| | | | | | - David T Felson
- Centre for Epidemiology Versus Arthritis, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK, NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK, and Department of Rheumatology, Boston University School of Medicine, Boston, Massachusetts
| | - Nigel K Arden
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences (NDORMS), Botnar Research Centre, University of Oxford, UK, and MRC Lifecourse Epidemiology Unit, Southampton University, Southampton, UK
| | | |
Collapse
|
21
|
The Use of Scoring Hip Osteoarthritis with MRI as an Assessment Tool for Physiotherapeutic Treatment in Patients with Osteoarthritis of the Hip. J Clin Med 2021; 11:jcm11010017. [PMID: 35011758 PMCID: PMC8745579 DOI: 10.3390/jcm11010017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2021] [Revised: 12/12/2021] [Accepted: 12/17/2021] [Indexed: 11/16/2022] Open
Abstract
Rehabilitation programs are considered effective at reducing the impact of osteoarthritis (OA) of the hip; however, studies using reliable measures related to OA biomarkers to assess the effects of rehabilitation are lacking. The objective of this study was to investigate whether an MRI-based (Magnetic Resonance Imaging-based), semi-quantitative system for an OA severity assessment is feasible for the evaluation of the structural changes in the joint observed during a long-term physiotherapy program in patients with hip OA. The study group consisted of 37 adult OA patients who participated in a 12-month physiotherapy program. The Scoring hip osteoarthritis with MRI (SHOMRI) system was used to evaluate the severity of structural changes related to hip OA. Hip disability and the osteoarthritis outcome score (HOOS) and the core set of performance-based tests recommended by Osteoarthritis Research Society International were used for functional assessment. SHOMRI showed excellent inter- and intra-rater agreement, proving to be a reliable method for the evaluation of hip abnormalities. At the 12-month follow-up no statistically significant changes were observed within the hip joint; however, a trend of structural progression was detected. There was a negative correlation between most of the SHOMRI and HOOS subscales at baseline and the 12-month follow-up. Although SHOMRI provides a reliable assessment of the hip joint in patients with OA it showed a limited value in detecting significant changes over time in the patients receiving physiotherapy over a 12-month period.
Collapse
|
22
|
Nigoro K, Ito H, Kawata T, Ishie S, Morita Y, Nishitani K, Aoyama T, Tabara Y, Matsuda F, Narumiya S, Matsuda S. Differential Contribution of the Medial and the Lateral Side of the Joint to Symptoms in Knee Osteoarthritis: A Radiographic and Laboratory Analysis in the Nagahama Study. Cartilage 2021; 13:1648S-1657S. [PMID: 34261349 PMCID: PMC8808897 DOI: 10.1177/19476035211025817] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE This cross-sectional study aimed to explore the differences of the medial and lateral sides of the knee joint and precise radiographic abnormalities in contribution to the knee pain and clinical outcomes. DESIGN Participants 60 years or older who underwent radiographic evaluation were included. Knee radiography was assessed using grading systems of the Osteoarthritis Research Society International (OARSI) atlas. The Japanese Knee Osteoarthritis Measure (JKOM) was evaluated as clinical outcomes. Serum high-sensitivity C-reactive protein (hsCRP) was used to evaluate systemic inflammation. We divided the participants into normal, medial-, lateral-, and medial & lateral-OA types and compared their JKOM using an analysis of covariance. Furthermore, we analyzed the relationship between the knee pain and stiffness of JKOM and the grading of each radiographic feature using a multiple regression model. RESULTS Lateral- and medial & lateral-OA groups had a significantly worse symptoms in the total and the pain score, especially in movement subscales, in JKOM score. Lateral-OA groups had higher hsCRP than medial-OA group. Multivariate analysis showed that medial joint space narrowing (JSN), and lateral femoral and tibial osteophytes significantly affected knee pain (adjusted odds ratios: 1.73, 1.28, and 1.55, respectively). The radiographic changes are associated with pain more in JSN in the medial side and osteophytes in the lateral side. CONCLUSION Lateral- and medial & lateral-OA groups showed worth symptom. In addition, medial JSN and lateral osteophytes have potent effects on the knee pain.
Collapse
Affiliation(s)
- Kazuya Nigoro
- Department of Drug Discovery Medicine,
Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Hiromu Ito
- Department of Orthopaedic Surgery,
Kyoto University Graduate School of Medicine, Kyoto, Japan
- Department of Advanced Medicine for
Rheumatic Diseases, Kyoto University Graduate School of Medicine, Kyoto, Japan
- Hiromu Ito, Department of Advanced Medicine
for Rheumatic Diseases, Kyoto University Graduate School of Medicine, 54
Kawahara-cho, Shogoin, Sakyo, Kyoto 606-8507, Japan.
| | - Tomotoshi Kawata
- Department of Orthopaedic Surgery,
Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Shinichiro Ishie
- Department of Orthopaedic Surgery,
Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Yugo Morita
- Department of Orthopaedic Surgery,
Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Kohei Nishitani
- Department of Orthopaedic Surgery,
Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Tomoki Aoyama
- Department of Human Health Sciences,
Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Yasuharu Tabara
- Center for Genomic Medicine, Kyoto
University Graduate School of Medicine, Kyoto, Japan
| | - Fumihiko Matsuda
- Center for Genomic Medicine, Kyoto
University Graduate School of Medicine, Kyoto, Japan
| | - Shu Narumiya
- Department of Drug Discovery Medicine,
Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Shuichi Matsuda
- Department of Orthopaedic Surgery,
Kyoto University Graduate School of Medicine, Kyoto, Japan
| |
Collapse
|
23
|
Emergence of Deep Learning in Knee Osteoarthritis Diagnosis. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2021; 2021:4931437. [PMID: 34804143 PMCID: PMC8598325 DOI: 10.1155/2021/4931437] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 10/23/2021] [Accepted: 10/25/2021] [Indexed: 12/13/2022]
Abstract
Osteoarthritis (OA), especially knee OA, is the most common form of arthritis, causing significant disability in patients worldwide. Manual diagnosis, segmentation, and annotations of knee joints remain as the popular method to diagnose OA in clinical practices, although they are tedious and greatly subject to user variation. Therefore, to overcome the limitations of the commonly used method as above, numerous deep learning approaches, especially the convolutional neural network (CNN), have been developed to improve the clinical workflow efficiency. Medical imaging processes, especially those that produce 3-dimensional (3D) images such as MRI, possess ability to reveal hidden structures in a volumetric view. Acknowledging that changes in a knee joint is a 3D complexity, 3D CNN has been employed to analyse the joint problem for a more accurate diagnosis in the recent years. In this review, we provide a broad overview on the current 2D and 3D CNN approaches in the OA research field. We reviewed 74 studies related to classification and segmentation of knee osteoarthritis from the Web of Science database and discussed the various state-of-the-art deep learning approaches proposed. We highlighted the potential and possibility of 3D CNN in the knee osteoarthritis field. We concluded by discussing the possible challenges faced as well as the potential advancements in adopting 3D CNNs in this field.
Collapse
|
24
|
Alessio-Mazzola M, Lovisolo S, Sonzogni B, Capello AG, Repetto I, Formica M, Felli L. Clinical outcome and risk factor predictive for failure of autologous PRP injections for low-to-moderate knee osteoarthritis. J Orthop Surg (Hong Kong) 2021; 29:23094990211021922. [PMID: 34180298 DOI: 10.1177/23094990211021922] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
PURPOSE To report the 5-year clinical efficacy of PRP intra articular injections in knee osteoarthritis (OA) and to investigate the risk factors predictive for treatment failure and poor clinical outcome. METHODS We retrospectively evaluated 118 patients treated for low to moderate knee OA demonstrated by X-Ray and magnetic resonance imaging (MRI) with autologous PRP injection from 2014 to 2018 with a mean 51.1 ± 14.8 (range 29 to 89) months follow-up. All the patients were evaluated with Lysholm and WOMAC score. The role of Kellgren Lawrence (KL) grade, patello-femoral (PF) degeneration, age, body mass index (BMI), relevant comorbilities, smoking status, gender, previous surgery or conservative measures were analyzed with univariate and multivariate analysis. RESULTS There was a significant improvement of all outcome measures at final follow-up and high satisfaction rate (79.7%). The overall failure rate was of 15.3% after a mean of 57.7 ± 15.1 (range 33 to 85) months. The BMI and the KL grade were identified as significant independent risk factor related to failure of autologous PRP injection. Patients under 60 reported significantly higher Tegner activity scale (p = 0.032) at final follow-up. Patients with KL grade 3 and patients with PF MRI-KL grade 3 had significantly lower Lysholm scores (p = 0.026 and p = 0.042 respectively) at final assessment. Younger patients with lower BMI and lower grade of radiographic OA had significantly longer therapeutic benefit (p < 0.05). CONCLUSION Intra articular PRP injections led to a significant clinical improvement in middle-aged adults with a low to moderate knee OA. BMI and high KL grade have been identified as significant risk factors predictive for failure at mid-term follow-up.
Collapse
Affiliation(s)
- Mattia Alessio-Mazzola
- Department of Surgical Sciences (DISC), University of Genoa, Genova, Italy.,Clinica Ortopedica e Traumatologica, 9246Ospedale Policlinico San Martino, Genova, Italy
| | - Stefano Lovisolo
- Clinica Ortopedica e Traumatologica, 9246Ospedale Policlinico San Martino, Genova, Italy
| | - Beatrice Sonzogni
- Clinica Ortopedica e Traumatologica, 9246Ospedale Policlinico San Martino, Genova, Italy
| | - Andrea Giorgio Capello
- Clinica Ortopedica e Traumatologica, 9246Ospedale Policlinico San Martino, Genova, Italy
| | - Ilaria Repetto
- Clinica Ortopedica e Traumatologica, 9246Ospedale Policlinico San Martino, Genova, Italy
| | - Matteo Formica
- Department of Surgical Sciences (DISC), University of Genoa, Genova, Italy.,Clinica Ortopedica e Traumatologica, 9246Ospedale Policlinico San Martino, Genova, Italy
| | - Lamberto Felli
- Istituto Ortopedico Galeazzi IRCCS Chirurgia articolare sostitutiva e chirurgia ortopedica, Milano, Italy
| |
Collapse
|
25
|
Lyu J, Zhang Y, Zhu W, Li D, Lin W, Chen K, Xia J. Correlation between the subchondral bone marrow lesions and cartilage repair tissue after matrix-associated autologous chondrocyte implantation in the knee: a cross-sectional study. Acta Radiol 2021; 62:1072-1079. [PMID: 33183061 DOI: 10.1177/0284185120969955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND The contribution of the subchondral bone in the development and progression of osteoarthritis (OA) has long been recognized, but its role in cartilage repair procedures has only recently attracted more attention. PURPOSE To explore the correlation between the cartilage repair tissue (RT) and the subchondral bone marrow lesions (BMLs) after matrix-associated autologous chondrocyte implantation (MACI) in the knee joint. MATERIAL AND METHODS A total of 30 patients who underwent MACI in the knee from January 2015 to June 2018 and follow-up magnetic resonance imaging (MRI) scan were recruited in this study. The MRI results of cartilage RT were evaluated using T2* relaxation time. Subchondral BMLs were also qualitatively evaluated by use of the two-dimensional proton density-weighted fat-suppressed (2D-PD-FS) and three-dimensional dual-echo steady-state (3D-DESS) sequences. RESULTS The univariate analysis displayed a significant negative correlation between subchondral BMLs and cartilage RT (P < 0.01). In the minimally adjusted model (only age, sex, and body mass index [BMI] adjusted), the results did not show obvious changes (β = -6.54, 95% confidence interval [CI] = -10.99 to -2.09; P = 0.008). After adjustment for the full models (age, sex, BMI, defect size, combined injury, and preoperative duration of symptoms adjusted), the connection was also detected (β = -6.66, 95% CI -11.82 to -1.50; P = 0.019). CONCLUSION After MACI, the subchondral BMLs are significantly correlated with cartilage RT-T2* relaxation time. The role of subchondral bone in cartilage repair procedures should not be underestimated.
Collapse
Affiliation(s)
- Jialing Lyu
- Department of Radiology, the First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People’s Hospital, Shenzhen, Guangdong Province, PR China
| | - Yindi Zhang
- Department of Radiology, the First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People’s Hospital, Shenzhen, Guangdong Province, PR China
| | - Weimin Zhu
- Department of Sports Medicine, the First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People’s Hospital, Shenzhen, Guangdong Province, PR China
| | - Dingfu Li
- Department of Radiology, the First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People’s Hospital, Shenzhen, Guangdong Province, PR China
| | - Weiqiang Lin
- Department of Radiology, the First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People’s Hospital, Shenzhen, Guangdong Province, PR China
| | - Kang Chen
- Department of Sports Medicine, the First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People’s Hospital, Shenzhen, Guangdong Province, PR China
| | - Jun Xia
- Department of Radiology, the First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People’s Hospital, Shenzhen, Guangdong Province, PR China
| |
Collapse
|
26
|
Chen L, Tiwari SR, Zhang Y, Zhang J, Sun Y. Facile Synthesis of Hollow MnO 2 Nanoparticles for Reactive Oxygen Species Scavenging in Osteoarthritis. ACS Biomater Sci Eng 2021; 7:1686-1692. [PMID: 33787210 DOI: 10.1021/acsbiomaterials.1c00005] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Osteoarthritis (OA) is a progressive degenerative joint disease whose molecular mechanism has not been revealed clearly, and there is still no effective approach to cure OA completely. Recently, reactive oxygen species (ROS) are exposed as an important mediator of OA's inflammatory response, and it has been regarded as a therapeutic target for OA treatment. MnO2 nanoparticles possess good biocompatibility and can act as an artificial nanoenzyme to scavenge ROS in various diseases effectively. In this study, the modified Stöber method was applied to synthesize hollow MnO2 (H-MnO2) and H-MnO2 was modified with NH2-PEG-NH2, which possesses excellent biological stability and biocompatibility. It induced a change in the articular cartilage structure changes in vivo, with the knee tissue staining and micro-CT scanning of the whole knee suggesting that H-MnO2 nanoparticles could effectively remove ROS and significantly relieve the inflammatory response of OA without obvious side effects. This study reveals the therapeutic effects of MnO2-based nanomedicine toward OA, which provides potential alternative therapeutic options for patients with inflammation tissue.
Collapse
Affiliation(s)
- Lei Chen
- Department of Orthopedics, Tongji Hospital, School of Medicine, Tongji University, 389 Xincun Road, Shanghai 200065, P. R. China
| | - Shashi Ranjan Tiwari
- Department of Orthopedics, Tongji Hospital, School of Medicine, Tongji University, 389 Xincun Road, Shanghai 200065, P. R. China
| | - Yingqi Zhang
- Department of Orthopedics, Tongji Hospital, School of Medicine, Tongji University, 389 Xincun Road, Shanghai 200065, P. R. China
| | - Jincheng Zhang
- Department of Orthopedics, Tongji Hospital, School of Medicine, Tongji University, 389 Xincun Road, Shanghai 200065, P. R. China
| | - Yeqing Sun
- Department of Orthopedics, Tongji Hospital, School of Medicine, Tongji University, 389 Xincun Road, Shanghai 200065, P. R. China
| |
Collapse
|
27
|
Saini D, Chand T, Chouhan DK, Prakash M. A comparative analysis of automatic classification and grading methods for knee osteoarthritis focussing on X-ray images. Biocybern Biomed Eng 2021. [DOI: 10.1016/j.bbe.2021.03.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
|
28
|
Jiang L, Zhou Y, Shen J, Chen Y, Ma Z, Yu Y, Chu M, Qian Q, Zhuang X, Xia S. RNA Sequencing Reveals LINC00167 as a Potential Diagnosis Biomarker for Primary Osteoarthritis: A Multi-Stage Study. Front Genet 2021; 11:539489. [PMID: 33519887 PMCID: PMC7841430 DOI: 10.3389/fgene.2020.539489] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2020] [Accepted: 11/27/2020] [Indexed: 12/28/2022] Open
Abstract
Objectives Given the roles played by lncRNA in human diseases and the high incidence of OA, this study investigated the pivotal pathways involved in the disease and identified potential biomarkers for OA diagnosis. Methods We first performed an exploration of RNA-sequencing in peripheral blood leukocytes from six subjects (3 OA and 3 healthy controls). Promising candidate lncRNAs were evaluated in first stage validation using a GEO dataset (GSE114007) of 38 subjects (20 OA and 18 healthy controls), followed by a second stage validation using quantitative PCR analysis with 101 subjects (67 OA and 34 controls). The third stage investigated the potential value of validated lncRNA in the early diagnosis of OA in peripheral blood leukocytes from a total of 120 participants (60 cases and 60 controls). Results The dataset identified a total of 1,380 up-regulated and 719 down-regulated mRNAs and 5,743 up-regulated and 7,384 down-regulated lncRNAs. The up-regulated DEGs were mainly enriched in the extracellular matrix, while the down-regulated DEGs were mainly enriched in the IL-17 and wnt signaling pathways. 18 overlapping candidate lncRNAs survived after first-stage validation. 3 hub lncRNAs were selected for the second validation stage and qualified in an external sample, and lncRNA LINC00167 was further confirmed with a similar result (down-expressed in both stages). Receiver operating characteristic analysis showed that LINC00167 can distinguish OA cases from healthy controls with a high area under the curve of 0.879 (95%CI: 0.819, 0.938; P < 0.001), with a sensitivity of 80.7% and specificity of 83.5%. Conclusion The expression profile of OA was identified and critical pathways were elucidated by an integrated approach to RNA-seq from easily accessible blood. LINC00167 may serve as a potential early diagnosis marker for OA in clinical practice. The detailed mechanism of action of this lncRNA requires further elucidation in future studies.
Collapse
Affiliation(s)
- Liying Jiang
- Shanghai Key Laboratory for Molecular Imaging, Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Yiqin Zhou
- Department of Joint Surgery and Sports Medicine, Shanghai Changzheng Hospital, Second Military Medical University, Huangpu, China
| | - Junjie Shen
- Department of Epidemiology, School of Public Health, Nantong University, Nantong, China
| | - Yi Chen
- Department of Joint Surgery and Sports Medicine, Shanghai Changzheng Hospital, Second Military Medical University, Huangpu, China
| | - Ziyuan Ma
- Department of Orthopedics, School of Medical, Strategically Strategic Medical University, Guiyang, China
| | - Yuhui Yu
- Department of Epidemiology, School of Public Health, Nantong University, Nantong, China
| | - Minjie Chu
- Department of Epidemiology, School of Public Health, Nantong University, Nantong, China
| | - Qirong Qian
- Shanghai Key Laboratory for Molecular Imaging, Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Xun Zhuang
- Department of Epidemiology, School of Public Health, Nantong University, Nantong, China
| | - Shengli Xia
- Department of Orthopedics, Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
| |
Collapse
|
29
|
Hayes KN, Giannakeas V, Wong AKO. Bisphosphonate Use Is Protective of Radiographic Knee Osteoarthritis Progression Among those With Low Disease Severity and Being Non-Overweight: Data From the Osteoarthritis Initiative. J Bone Miner Res 2020; 35:2318-2326. [PMID: 32662919 DOI: 10.1002/jbmr.4133] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 07/02/2020] [Accepted: 07/08/2020] [Indexed: 01/23/2023]
Abstract
Antiresorptive medications have been explored for treating knee osteoarthritis (OA); however, little data exist on the effects of today's more potent nitrogen-containing oral bisphosphonates on radiographic disease-progression in patients with varying disease-severity, especially those who are not overweight. The primary objective of this cohort study was to determine if the use of bisphosphonates is protective against 2-year radiographic-progression of knee OA in Osteoarthritis Initiative (OAI) participants, stratified by baseline radiographic disease status. Secondary objectives were to examine effects in non-overweight participants (body mass index [BMI] < 25 kg/m2 ) and cumulative bisphosphonate exposure effects. We identified female OAI participants aged ≥50 years and excluded those missing baseline radiograph readings, bisphosphonate use information, or all clinical questionnaire information at baseline. Participants reporting bisphosphonate use (69% alendronate) were propensity-matched 1:1 to non-bisphosphonate users and followed until first radiographic knee OA progression (1-unit increase in Kellgren and Lawrence [KL] grade) or data were censored (first missed visit or end of 2-year follow-up). Discrete-time logistic regression models estimated hazard ratios (HRs) between bisphosphonate users versus nonusers, with an interaction term for baseline KL grade (KL <2 or KL ≥2). We identified 1977 eligible women (n = 346 bisphosphonate users). Propensity-matched results indicated that bisphosphonate users with KL grade <2 were protected against progression (HRKL<2 0.53; 95% CI, 0.35 to 0.79), while bisphosphonate use was not associated with radiographic progression in those with KL grade ≥2 (HRKL≥2 1.06; 95% CI, 0.83 to 1.35). When restricting analyses to those with BMI <25 kg/m2 , effects were strengthened (HRKL<2 0.49 [95% CI, 0.26 to 0.92]; HRKL≥2 0.69 [95% CI, 0.33 to 1.26]). Duration of bisphosphonate use had no effect on progression, though sample size was limited. Bisphosphonate therapy may be protective against radiographic knee OA progression in early-stage patients, particularly those who are non-overweight, but less so for those with more advanced disease or more weight-bearing joint stress. © 2020 American Society for Bone and Mineral Research (ASBMR).
Collapse
Affiliation(s)
- Kaleen N Hayes
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Vasily Giannakeas
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.,Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada
| | - Andy Kin On Wong
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.,Joint Department of Medical Imaging, University Health Network, Toronto, ON, Canada
| |
Collapse
|