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Gao Y, Wang H, Shi L, Lu P, Dai G, Zhang M, Han B, Cao M, Li Y, Rui Y. Erroneous Differentiation of Tendon Stem/Progenitor Cells in the Pathogenesis of Tendinopathy: Current Evidence and Future Perspectives. Stem Cell Rev Rep 2024:10.1007/s12015-024-10826-z. [PMID: 39579294 DOI: 10.1007/s12015-024-10826-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/20/2024] [Indexed: 11/25/2024]
Abstract
Tendinopathy is a condition characterized by persistent tendon pain, structural damage, and compromised functionality. Presently, the treatment for tendinopathy remains a formidable challenge, partly because of its unclear pathogenesis. Tendon stem/progenitor cells (TSPCs) are essential for tendon homeostasis, regeneration, remodeling, and repair. An innovative theory has been previously proposed, with insufficient evidence, that the erroneous differentiation of TSPCs may constitute one of the fundamental mechanisms underpinning tendinopathy. Over the past few years, there has been accumulating evidence for plausibility of this theory. In this review, we delve into alterations in the differentiation potential of TSPCs and the underlying mechanisms in the context of injury-induced tendinopathy, diabetic tendinopathy, and age-related tendinopathy to provide updated evidence on the erroneous differentiation theory. Despite certain limitations inherent in the existing body of evidence, the erroneous differentiation theory emerges as a promising and highly pertinent avenue for understanding tendinopathy. In the future, advanced methodologies will be harnessed to further deepen comprehension of this theory, paving the way for prospective developments in clinical therapies targeting TSPCs for the management of tendinopathy.
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Affiliation(s)
- Yucheng Gao
- Department of Orthopaedics, School of Medicine, Zhongda Hospital, Southeast University, No. 87 Ding Jia Qiao, Nanjing, 210009, Jiangsu, China
- School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China
| | - Hao Wang
- Department of Orthopaedics, School of Medicine, Zhongda Hospital, Southeast University, No. 87 Ding Jia Qiao, Nanjing, 210009, Jiangsu, China
- School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China
| | - Liu Shi
- Department of Orthopaedics, School of Medicine, Zhongda Hospital, Southeast University, No. 87 Ding Jia Qiao, Nanjing, 210009, Jiangsu, China
- School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China
| | - Panpan Lu
- Department of Orthopaedics, School of Medicine, Zhongda Hospital, Southeast University, No. 87 Ding Jia Qiao, Nanjing, 210009, Jiangsu, China
- School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China
| | - Guangchun Dai
- Department of Orthopaedics, School of Medicine, Zhongda Hospital, Southeast University, No. 87 Ding Jia Qiao, Nanjing, 210009, Jiangsu, China
- School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China
| | - Ming Zhang
- Department of Orthopaedics, School of Medicine, Zhongda Hospital, Southeast University, No. 87 Ding Jia Qiao, Nanjing, 210009, Jiangsu, China
- School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China
| | - Bowen Han
- School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China
| | - Mumin Cao
- Department of Orthopaedics, School of Medicine, Zhongda Hospital, Southeast University, No. 87 Ding Jia Qiao, Nanjing, 210009, Jiangsu, China
- School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China
| | - Yingjuan Li
- Department of Geriatrics, School of Medicine, Zhongda Hospital, Southeast University, Nanjing, 210009, Jiangsu, China
| | - Yunfeng Rui
- Department of Orthopaedics, School of Medicine, Zhongda Hospital, Southeast University, No. 87 Ding Jia Qiao, Nanjing, 210009, Jiangsu, China.
- School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China.
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Xu J, Wang J, Ji Y, Liu Y, Jiang J, Wang Y, Cui X, Wan Y, Guo B, Yu H. The impact of diabetes mellitus on tendon pathology: a review. Front Pharmacol 2024; 15:1491633. [PMID: 39564114 PMCID: PMC11575704 DOI: 10.3389/fphar.2024.1491633] [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: 09/05/2024] [Accepted: 10/10/2024] [Indexed: 11/21/2024] Open
Abstract
Diabetes is one of the most common metabolic diseases worldwide, leading to complications, mortality, and significant healthcare expenditures, which impose a substantial social and financial burden globally. A diabetic environment can induce metabolic changes, negatively affecting tendon homeostasis, leading to alterations in biomechanical properties and histopathology. Numerous studies have investigated the mechanisms through which diabetes exerts pathological effects on tendons, including increased free radical production, oxidative stress, inflammatory responses, deposition of advanced glycation end products (AGEs), and microvascular changes. These metabolic changes damages tendon structure, biomechanics, and tendon repair processes. The proliferation of tendon stem cells decreases, apoptosis increases, and abnormal differentiation, along with abnormal expression of myofibroblasts, ultimately lead to insufficient tendon repair, fibrosis, and remodeling. Although researches unveiling the effects of diabetes on tendinopathy, fibrosis or contracture, and tendon injury healing are growing, systematic understanding is still lacking. Therefore, this review summarizes the current research status and provides a comprehensive overview, offering theoretical guidance for future in-depth exploration of the impact of diabetes on tendons and the development of treatments for diabetes-related tendon diseases.
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Affiliation(s)
- Jian Xu
- Department of Orthopedics, Sports Medicine and Arthroscopy, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, Anhui, China
| | - Jinbo Wang
- Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yuncong Ji
- Department of Orthopedics, Sports Medicine and Arthroscopy, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, Anhui, China
| | - Yanlong Liu
- Department of Orthopedics, Sports Medicine and Arthroscopy, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, Anhui, China
| | - Jishi Jiang
- Department of Orthopedics, Sports Medicine and Arthroscopy, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, Anhui, China
| | - Yanbo Wang
- Department of Orthopedics, Sports Medicine and Arthroscopy, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, Anhui, China
| | - Xilong Cui
- Department of Orthopedics, Sports Medicine and Arthroscopy, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, Anhui, China
| | - Yunpeng Wan
- Department of Orthopedics, Sports Medicine and Arthroscopy, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, Anhui, China
| | - Biao Guo
- Department of Orthopedics, Sports Medicine and Arthroscopy, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, Anhui, China
| | - Haiyang Yu
- Department of Orthopedics, Sports Medicine and Arthroscopy, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, Anhui, China
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Zhang M, Dai G, Zhang Y, Lu P, Wang H, Li Y, Rui Y. Enhancing osteogenic differentiation of diabetic tendon stem/progenitor cells through hyperoxia: Unveiling ROS/HIF-1α signalling axis. J Cell Mol Med 2024; 28:e70127. [PMID: 39467998 PMCID: PMC11518821 DOI: 10.1111/jcmm.70127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 08/10/2024] [Accepted: 09/20/2024] [Indexed: 10/30/2024] Open
Abstract
Diabetic calcific tendinopathy is the leading cause of chronic pain, mobility restriction, and tendon rupture in patients with diabetes. Tendon stem/progenitor cells (TSPCs) have been implicated in the development of diabetic calcified tendinopathy, but the molecular mechanisms remain unclear. This study found that diabetic tendons have a hyperoxic environment, characterized by increased oxygen delivery channels and carriers. In hyperoxic environment, TSPCs showed enhanced osteogenic differentiation and increased levels of reactive oxygen species (ROS). Additionally, hypoxia-inducible factor-1a (HIF-1a), a protein involved in regulating cellular responses to hyperoxia, was decreased in TSPCs by the ubiquitin-proteasome system. By intervening with antioxidant N-acetyl-L-cysteine (NAC) and overexpressing HIF-1a, we discovered that blocking the ROS/HIF-1a signalling axis significantly inhibited the osteogenic differentiation ability of TSPCs. Animal experiments further confirmed that hyperoxic environment could cause calcification in the Achilles tendon tissue of rats, while NAC intervention prevented calcification. These findings demonstrate that hyperoxia in diabetic tendons promotes osteogenic differentiation of TSPCs through the ROS/HIF-1a signalling axis. This study provides a new theoretical basis and research target for preventing and treating diabetic calcified tendinopathy.
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Affiliation(s)
- Ming Zhang
- Department of Orthopedics, Zhongda Hospital, School of MedicineSoutheast UniversityNanjingPeople's Republic of China
- School of MedicineSoutheast UniversityNanjingPeople's Republic of China
- Orthopaedic Trauma Institute (OTI)Southeast UniversityNanjingChina
- Trauma Center, Zhongda Hospital, School of MedicineSoutheast UniversityNanjingPeople's Republic of China
| | - Guan‐Chun Dai
- Department of Orthopedics, Zhongda Hospital, School of MedicineSoutheast UniversityNanjingPeople's Republic of China
- School of MedicineSoutheast UniversityNanjingPeople's Republic of China
- Orthopaedic Trauma Institute (OTI)Southeast UniversityNanjingChina
- Trauma Center, Zhongda Hospital, School of MedicineSoutheast UniversityNanjingPeople's Republic of China
| | - Yuan‐Wei Zhang
- Department of Orthopedics, Zhongda Hospital, School of MedicineSoutheast UniversityNanjingPeople's Republic of China
- School of MedicineSoutheast UniversityNanjingPeople's Republic of China
- Orthopaedic Trauma Institute (OTI)Southeast UniversityNanjingChina
- Trauma Center, Zhongda Hospital, School of MedicineSoutheast UniversityNanjingPeople's Republic of China
| | - Pan‐Pan Lu
- Department of Orthopedics, Zhongda Hospital, School of MedicineSoutheast UniversityNanjingPeople's Republic of China
- School of MedicineSoutheast UniversityNanjingPeople's Republic of China
- Orthopaedic Trauma Institute (OTI)Southeast UniversityNanjingChina
- Trauma Center, Zhongda Hospital, School of MedicineSoutheast UniversityNanjingPeople's Republic of China
| | - Hao Wang
- Department of Orthopedics, Zhongda Hospital, School of MedicineSoutheast UniversityNanjingPeople's Republic of China
- School of MedicineSoutheast UniversityNanjingPeople's Republic of China
- Orthopaedic Trauma Institute (OTI)Southeast UniversityNanjingChina
- Trauma Center, Zhongda Hospital, School of MedicineSoutheast UniversityNanjingPeople's Republic of China
| | - Ying‐Juan Li
- Department of Geriatrics, Zhongda Hospital, School of MedicineSoutheast UniversityNanjingPeople's Republic of China
| | - Yun‐Feng Rui
- Department of Orthopedics, Zhongda Hospital, School of MedicineSoutheast UniversityNanjingPeople's Republic of China
- School of MedicineSoutheast UniversityNanjingPeople's Republic of China
- Orthopaedic Trauma Institute (OTI)Southeast UniversityNanjingChina
- Trauma Center, Zhongda Hospital, School of MedicineSoutheast UniversityNanjingPeople's Republic of China
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Jomaa Y, Aitisha-Tabesh O, Dgheim D, Faddoul R, Haddad-Zebouni S, Fayad F. Association of calcific rotator cuff tendinopathy with nephrolithiasis and/or cholelithiasis: A case-control study. Medicine (Baltimore) 2024; 103:e38482. [PMID: 38847678 PMCID: PMC11155589 DOI: 10.1097/md.0000000000038482] [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: 04/01/2024] [Accepted: 05/16/2024] [Indexed: 06/10/2024] Open
Abstract
This study aimed to examine the association between calcific rotator cuff tendinopathy (RCT) and nephrolithiasis and/or cholelithiasis. A case-control study was conducted on patients diagnosed with RCT between June 2016 and June 2022. RCT was confirmed by ultrasound, and patients were divided into 2 groups: calcific RCT (case) and non-calcific RCT (control). Data were collected retrospectively from electronic medical records and completed by phone calls, looking for a history of nephrolithiasis and/or cholelithiasis; based on clinical features or incidental findings on abdominal and pelvic imaging. A total of 210 patients with RCT were included. Among the 95 cases of calcific RCT, 43 had a history of lithiasis (45.3%) against 23 (20%) from the non-calcific RCT group (P < .001); 21 patients suffered from nephrolithiasis (22.1%) and 26 had cholelithiasis (27.4%) versus 10 (8.7%) (P = .006) and 16 (13.9%) (P = .015) in the non-calcific RCT group, respectively. Logistic regression showed that the independent predictors of calcific RCT included a history of nephrolithiasis (OR, 4.38; 95% CI: 1.61-11.92, P = .004) and a history of cholelithiasis (OR, 3.83; 95% CI: 1.64-8.94, P = .002). In patients with calcific RCT, the occurrence of lithiasis was significantly associated in the bivariate analysis with higher age, body mass index, fasting blood sugar, and HbA1c (all with P < .05), but only with the presence of another site of calcific tendinopathy than the shoulder (OR, 3.11; 95% CI: 1.12-8.65, P = .03) in the multivariate analysis. Nephrolithiasis and/or cholelithiasis are associated with calcific RCT, and their presence predicts calcific RCT at least 3 times. Further research is required to determine the common risk factors and preventive measures against lithogenesis in patients with calcific RCT, nephrolithiasis, and cholelithiasis.
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Affiliation(s)
- Yara Jomaa
- Department of Anesthesiology, Hotel Dieu de France Hospital, Saint Joseph University of Beirut, Beirut, Lebanon
| | - Ouidade Aitisha-Tabesh
- Department of Rheumatology, Lebanese Hospital Geitaoui-UMC, Faculty of Medical Sciences, Lebanese University, Hadat, Lebanon
| | - Dima Dgheim
- Department of Rheumatology, Hotel Dieu de France Hospital, Saint Joseph University of Beirut, Beirut, Lebanon
| | - Rafic Faddoul
- ESIB Department, Saint Joseph University of Beirut, Beirut, Lebanon
| | - Soha Haddad-Zebouni
- Department of Radiology, Hotel Dieu de France Hospital, Saint Joseph University of Beirut, Beirut, Lebanon
| | - Fouad Fayad
- Department of Rheumatology, Lebanese Hospital Geitaoui-UMC, Faculty of Medical Sciences, Lebanese University, Hadat, Lebanon
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Saran S, Babhulkar JA, Gupta H, Chari B. Imaging of calcific tendinopathy: natural history, migration patterns, pitfalls, and management: a review. Br J Radiol 2024; 97:1099-1111. [PMID: 38346707 PMCID: PMC11135804 DOI: 10.1093/bjr/tqae039] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 01/12/2024] [Accepted: 02/08/2024] [Indexed: 05/31/2024] Open
Abstract
Calcific tendinopathy is characterized by the deposition of calcium hydroxyapatite crystals in various tendons of the body. Terms like calcium tendinitis, tendinosis, and tendinopathy are used interchangeably. Calcific tendinopathy is a common and well-documented ailment in the literature. Although common, the natural history, aetiology, and progression of calcific tendinitis are poorly understood. The treatment options include conservative and interventional measures. However, these measures cannot be applied as a blanket and are often tailored depending on the stage/phase of the disease. Out of the recognized stages of the disease, the resorptive stage causes the utmost symptoms when the calcium is rather soft and unstable. During this stage, the calcium may migrate beyond expected resorption and get deposited in the adjacent tissues contiguous with the calcium focus. The common destinations include bursal migration, intraosseous migration, muscular migration, and other less common migration sites. Such atypical presentations can lead to dilemmas in the diagnosis, prolongation of the diagnostic pathway, unwarranted apprehension, and treatment delay. Radiologists' role in this situation is to correctly recognize the imaging findings of atypical presentations of calcific tendinopathy and prevent unnecessary diagnostic and interventional studies. In this review article, we describe the pathogenic pathway and natural history of calcific tendinopathy from a radiologist's perspective and discuss different migratory patterns of calcium in calcific tendinopathy not only around the shoulder but also in other areas of the body on different imaging modalities. We also show a few examples of mimics and pitfalls on imaging. Finally, we discuss the appropriate management option of this condition.
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Affiliation(s)
- Sonal Saran
- Department of Radiodiagnosis, AIIMS, Rishikesh, 249203, India
| | - Joban Ashish Babhulkar
- Department of Radiology, Deenanath Mangeshkar Hospital, Star Imaging and Research Centre, Bharati Vidyapeeth, Pune, 411001, India
| | - Harun Gupta
- Leeds Teaching Hospitals NHS Trust, Leeds, LS9 7TF, United Kingdom
| | - Basavaraj Chari
- Oxford University Hospitals NHS Foundation Trust, OX3 7LD, United Kingdom
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Xu K, Zhang L, Wang T, Ren Z, Yu T, Zhang Y, Zhao X. Untargeted metabolomics reveals dynamic changes in metabolic profiles of rat supraspinatus tendon at three different time points after diabetes induction. Front Endocrinol (Lausanne) 2023; 14:1292103. [PMID: 38053726 PMCID: PMC10694349 DOI: 10.3389/fendo.2023.1292103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 11/01/2023] [Indexed: 12/07/2023] Open
Abstract
Objective To investigate the dynamic changes of metabolite composition in rat supraspinatus tendons at different stages of diabetes by untargeted metabolomics analysis. Methods A total of 80 Sprague-Dawley rats were randomly divided into normal (NG, n = 20) and type 2 diabetes mellitus groups (T2DM, n = 60) and subdivided into three groups according to the duration of diabetes: T2DM-4w, T2DM-12w, and T2DM-24w groups; the duration was calculated from the time point of T2DM rat model establishment. The three comparison groups were set up in this study, T2DM-4w group vs. NG, T2DM-12w group vs. T2DM-4w group, and T2DM-24w group vs. T2DM-12w group. The metabolite profiles of supraspinatus tendon were obtained using tandem mass spectrometry. Metabolomics multivariate statistics were used for metabolic data analysis and differential metabolite (DEM) determination. The intersection of the three comparison groups' DEMs was defined as key metabolites that changed consistently in the supraspinatus tendon after diabetes induction; then, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis was performed. Results T2DM-4w group vs. NG, T2DM-12w group vs. T2DM-4w group, and T2DM-24w group vs. T2DM-12w group detected 94 (86 up-regulated and 8 down-regulated), 36 (13 up-regulated and 23 down-regulated) and 86 (24 up-regulated and 62 down-regulated) DEMs, respectively. Seven key metabolites of sustained changes in the supraspinatus tendon following induction of diabetes include D-Lactic acid, xanthine, O-acetyl-L-carnitine, isoleucylproline, propoxycarbazone, uric acid, and cytidine, which are the first identified biomarkers of the supraspinatus tendon as it progresses through the course of diabetes. The results of KEGG pathway enrichment analysis showed that the main pathway of supraspinatus metabolism affected by diabetes (p < 0.05) was purine metabolism. The results of the KEGG metabolic pathway vs. DEMs correlation network graph revealed that uric acid and xanthine play a role in more metabolic pathways. Conclusion Untargeted metabolomics revealed the dynamic changes of metabolite composition in rat supraspinatus tendons at different stages of diabetes, and the newly discovered seven metabolites, especially uric acid and xanthine, may provide novel research to elucidate the mechanism of diabetes-induced tendinopathy.
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Affiliation(s)
- Kuishuai Xu
- Department of Sports Medicine, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Liang Zhang
- Department of Sports Medicine, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Tianrui Wang
- Department of Sports Medicine, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Zhongkai Ren
- Department of Sports Medicine, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Tengbo Yu
- Department of Sports Medicine, Qingdao Municipal Hospital, Qingdao, Shandong, China
| | - Yingze Zhang
- Department of Sports Medicine, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Xia Zhao
- Department of Sports Medicine, Affiliated Hospital of Qingdao University, Qingdao, China
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Giha HA, Sater MS, Alamin OAO. Diabetes mellitus tendino-myopathy: epidemiology, clinical features, diagnosis and management of an overlooked diabetic complication. Acta Diabetol 2022; 59:871-883. [PMID: 35291027 DOI: 10.1007/s00592-022-01860-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 01/22/2022] [Indexed: 12/13/2022]
Abstract
Tendino-myopathy, an unexplored niche, is a non-vascular unstated T2DM complication, which is largely disregarded in clinical practice, thus, we aim to explore it in this review. Literature search using published data from different online resources. Epidemiologically, reported prevalence varies around 10-90%, which is marked variable and unreliable. Clinically, diabetic tendino-myopathy is typified by restriction of movement, pain/tenderness, cramps and decreased functions. Moreover, myopathy is characterized by muscle atrophy, weakness and ischemia, and tendinopathy by deformities and reduced functions/precision. In tendonapthy, the three most affected regions are: the hand (cheiroarthropathy, Dupuytren's contracture, flexor tenosynovitis and carpel tunnel syndrome), shoulder (adhesive capsulitis, rotator cuff tendinopathy and tenosynovitis) and foot (Achilles tendinopathy with the risk of tear/rupture), in addition to diffuse idiopathic skeletal hyperostosis. Pathologically, it is characterized by decreased muscle fiber mass and increased fibrosis, with marked extracellular matrix remodeling and deposition of collagens. The tendon changes include decreased collagen fibril diameter, changed morphology, increased packing and disorganization, with overall thickening, and calcification. Diagnosis is basically clinical and radiological, while diagnostic biomarkers are awaited. Management is done by diabetes control, special nutrition and physiotherapy, while analgesics, steroids and surgery are used in tendinopathy. Several antisarcopenic drugs are in the pipeline. This review aims to bridge clinical practice with research and update routine diabetic checkup by inclusion of tendino-myopathies in the list with an emphasis on management.
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Affiliation(s)
- Hayder A Giha
- Medical Biochemistry and Molecular Biology, Khartoum, Sudan.
| | - Mai S Sater
- Department of Biochemistry, College of Medicine and Medical Sciences (CMMS), Arabian Gulf University (AGU), Manama, Kingdom of Bahrain
| | - Osman A O Alamin
- Department of Internal Medicine, Faculty of Medicine and Health Sciences, Alneelain University, Khartoum, Sudan
- Interventional Cardiology, Ahmad Gasim Cardiac Centre, Ahmad Gasim Hospital, Khartoum North, Sudan
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Dong S, Li J, Zhao H, Zheng Y, Chen Y, Shen J, Yang H, Zhu J. Risk Factor Analysis for Predicting the Onset of Rotator Cuff Calcific Tendinitis Based on Artificial Intelligence. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022; 2022:8978878. [PMID: 35449743 PMCID: PMC9017518 DOI: 10.1155/2022/8978878] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Accepted: 03/31/2022] [Indexed: 12/19/2022]
Abstract
Background Symptomatic rotator cuff calcific tendinitis (RCCT) is a common shoulder disorder, and approaches combined with artificial intelligence greatly facilitate the development of clinical practice. Current scarce knowledge of the onset suggests that clinicians may need to explore this disease thoroughly. Methods Clinical data were retrospectively collected from subjects diagnosed with RCCT at our institution within the period 2008 to 2020. A standardized questionnaire related to shoulder symptoms was completed in all cases, and standardized radiographs of both shoulders were extracted using a human-computer interactive electronic medical system (EMS) to clarify the clinical diagnosis of symptomatic RCCT. Based on the exclusion of asymptomatic subjects, risk factors in the baseline characteristics significantly associated with the onset of symptomatic RCCT were assessed via stepwise logistic regression analysis. Results Of the 1,967 consecutive subjects referred to our academic institution for shoulder discomfort, 237 were diagnosed with symptomatic RCCT (12.05%). The proportion of women and the prevalence of clinical comorbidities were significantly higher in the RCCT cohort than those in the non-RCCT cohort. Stepwise logistic regression analysis confirmed that female gender, hyperlipidemia, diabetes mellitus, and hypothyroidism were independent risk factors for the entire cohort. Stratified by gender, the study found a partial overlap of risk factors contributing to morbidity in men and women. Diagnosis of hyperlipidemia, diabetes mellitus, and hypothyroidism in male cases and diabetes mellitus in female cases were significantly associated with symptomatic RCCT. Conclusion Independent predictors of symptomatic RCCT are female, hyperlipidemia, diabetes mellitus, and hypothyroidism. Men diagnosed with hyperlipidemia, diabetes mellitus, and hypothyroidism are at high risk for symptomatic RCCT, while more medical attention is required for women with diabetes mellitus. Artificial intelligence offers pioneering innovations in the diagnosis and treatment of musculoskeletal disorders, and careful assessment through individualized risk stratification can help predict onset and targeted early stage treatment.
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Affiliation(s)
- Shengtao Dong
- Department of Spine Surgery, The Second Affiliated Hospital of Dalian Medical University, Dalian 116023, China
| | - Jie Li
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Dalian Medical University, Dalian 116023, China
| | - Haozong Zhao
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Dalian Medical University, Dalian 116023, China
| | - Yuanyuan Zheng
- Department of Oncology, The Second Affiliated Hospital of Dalian Medical University, Dalian 116023, China
| | - Yaoning Chen
- Department of Spine Surgery, The Second Affiliated Hospital of Dalian Medical University, Dalian 116023, China
| | - Junxi Shen
- Department of Spine Surgery, The Second Affiliated Hospital of Dalian Medical University, Dalian 116023, China
| | - Hua Yang
- Department of Otolaryngology, Head and Neck Surgery, Second Affiliated Hospital of Dalian Medical University, Dalian 116000, China
| | - Jieyang Zhu
- Department of Spine Surgery, The Second Affiliated Hospital of Dalian Medical University, Dalian 116023, China
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