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Flores-Marinelarena RR, Rodríguez-Reyna TS, Cantú-Brito C, Lajous M, Flores-Torres MH, Valaguez-Moreno V, Herrera-Venegas CE, Catzin-Kuhlmann A. Hand Osteoarthritis and Subclinical Cardiovascular Disease in Middle-Aged Women. J Womens Health (Larchmt) 2024. [PMID: 39348360 DOI: 10.1089/jwh.2023.1088] [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: 10/02/2024] Open
Abstract
Objective: To determine subclinical cardiovascular disease (sCVD) in middle-aged women with clinically manifested hand osteoarthritis (HOA) and to improve the characterization of cardiovascular risk in this population. Design: We cross-sectionally evaluated the relationship between HOA and sCVD in 1,803 volunteers from the Mexican Teachers' Cohort. From 2012 to 2016, a subsample from Mexico City, the Northern state Nuevo León, and the Southern states Chiapas and Yucatán was invited for clinical evaluations, during which neurologists examined carotid arteries using ultrasound, and a standardized HOA questionnaire was also administered. HOA was defined as age ≥45 years, hand joint pain, and morning stiffness that lasted no longer than 30 minutes. sCVD was assessed using the intima-media thickness (IMT) and atherosclerotic plaques. Results: Among participants with a mean age of 51 years (±4), 18.4% met the criteria for HOA, and the prevalence of carotid atherosclerosis was 23.1%. After multivariable adjustment, women diagnosed with HOA had a 1.8% (95% confidence interval [CI] 0.3, 3.3) greater mean IMT than those without this joint disease. Similarly, women with HOA had 36% (95% CI 1.01, 1.84) higher odds of carotid atherosclerosis. Conclusions: HOA is associated with sCVD in middle-aged women. This relationship might be due to low-grade chronic inflammation; however, further research is required to clarify the underlying mechanisms.
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Affiliation(s)
- Rodrigo Rafael Flores-Marinelarena
- Escuela de Medicina y Ciencias de la Salud, Tecnologico de Monterrey, Mexico City, Mexico
- Department of Internal Medicine, Fundación Clínica Médica Sur, Mexico City, Mexico
| | | | - Carlos Cantú-Brito
- Escuela de Medicina y Ciencias de la Salud, Tecnologico de Monterrey, Mexico City, Mexico
- Division of Neurology and Psychiatry, National Institute of Medical Sciences and Nutrition, Mexico City, Mexico
| | - Martín Lajous
- Center for Research on Population Health, National Institute of Public Health, Mexico City, Mexico
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Mario H Flores-Torres
- Center for Research on Population Health, National Institute of Public Health, Mexico City, Mexico
| | | | | | - Andres Catzin-Kuhlmann
- Escuela de Medicina y Ciencias de la Salud, Tecnologico de Monterrey, Mexico City, Mexico
- Department of Medicine, National Institute of Medical Sciences and Nutrition, Mexico City, Mexico
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Mulrooney E, Neogi T, Dagfinrud H, Hammer HB, Pettersen PS, Kvien TK, Magnusson K, Haugen IK. Hand osteoarthritis phenotypes based on a biopsychosocial approach, and their associations with cross-sectional and longitudinal pain. Osteoarthritis Cartilage 2024; 32:963-971. [PMID: 38697510 PMCID: PMC11254542 DOI: 10.1016/j.joca.2024.04.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Revised: 04/23/2024] [Accepted: 04/24/2024] [Indexed: 05/05/2024]
Abstract
OBJECTIVE Hand osteoarthritis (OA) pain is characterized as heterogeneous and multifactorial. Differences in pain may be explained by underlying phenotypes, which have not been previously explored DESIGN: Latent class analysis determined classes of participants with hand OA from the Nor-Hand study baseline examination (2016-17) based on a biopsychosocial framework. Outcomes were hand and overall bodily pain intensity (Numeric Rating Scale, 0-10) at baseline and follow-up (2019-21), The relations of the classes to pain outcomes at baseline, follow-up, and change over time were analysed in separate models by linear regression, using the overall healthiest class as reference. RESULTS Five classes differing in radiographic hand OA burden and OA burden in the lower extremities by ultrasound, demographic factors, psychosocial burden and pain sensitization was identified. Persons with the least severe OA but higher burden of biopsychosocial factors reported the most hand pain (beta 3.65, 95% CI 2.53, 4.75). Pain was less pronounced in persons with the most severe hand OA but low burden of biopsychosocial factors (beta 1.03, 95% CI 0.41, 1.65). Results were similar for overall bodily pain and at follow-up. Changes in pain were small, but the association between a separate class defined by higher levels of biopsychosocial burden and pain changes was significant. CONCLUSION The five hand OA phenotypes were associated with pain at baseline and 3.5 years later. The phenotype with the least OA severity, but higher burden of biopsychosocial factors reported more pain than the phenotype with the most severe OA, reflecting the symptom-structure discordance of the hand OA pain experience.
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Affiliation(s)
- Elisabeth Mulrooney
- Center for Treatment of Rheumatic and Musculoskeletal Diseases (REMEDY), Diakonhjemmet Hospital, Oslo, Norway; Faculty of Medicine, University of Oslo, Oslo, Norway.
| | - Tuhina Neogi
- Section of Rheumatology, Boston University School of Medicine, Boston, United States
| | - Hanne Dagfinrud
- Center for Treatment of Rheumatic and Musculoskeletal Diseases (REMEDY), Diakonhjemmet Hospital, Oslo, Norway; Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Hilde B Hammer
- Center for Treatment of Rheumatic and Musculoskeletal Diseases (REMEDY), Diakonhjemmet Hospital, Oslo, Norway; Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Pernille S Pettersen
- Center for Treatment of Rheumatic and Musculoskeletal Diseases (REMEDY), Diakonhjemmet Hospital, Oslo, Norway; Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Tore K Kvien
- Center for Treatment of Rheumatic and Musculoskeletal Diseases (REMEDY), Diakonhjemmet Hospital, Oslo, Norway; Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Karin Magnusson
- Lund University, Faculty of Medicine, Department of Clinical Sciences Lund, Orthopaedics, Clinical Epidemiology Unit, Lund, Sweden
| | - Ida K Haugen
- Center for Treatment of Rheumatic and Musculoskeletal Diseases (REMEDY), Diakonhjemmet Hospital, Oslo, Norway
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Favero M, Cacciavillani M, Ometto F, Lorenzin M, Cozzi G, Scagnellato L, Vio S, Doria A, Briani C, Ramonda R. Assessment of Neuropathic Pain in Erosive Hand Osteoarthritis. J Clin Med 2024; 13:3244. [PMID: 38892955 PMCID: PMC11173097 DOI: 10.3390/jcm13113244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 05/26/2024] [Accepted: 05/26/2024] [Indexed: 06/21/2024] Open
Abstract
Background/Objectives: Erosive hand osteoarthritis (EHOA) is an aggressive form of hand osteoarthritis (OA) and a severely disabling condition. Patients affected by OA frequently lament symptoms suggestive of neuropathic pain (NP). The aim of our study was to ascertain the presence and severity of NP in patients with EHOA and correlate its presence with EHOA clinical characteristics. Methods: In this retrospective study, we included all consecutive EHOA patients with NP symptoms who underwent upper limb electroneurography (ENoG) and nerve ultrasound. The presence of NP was screened using the ID pain neuropathic pain-screening questionnaire (ID-Pain). In addition, the following NP questionnaires were also used: Douleur Neuropathique en 4 Questions (DN4), PainDETECT, and Neuropathic Pain Symptom Inventory (NPSI). Moreover, patients completed the Australian/Canadian Osteoarthritis Hand Index (AUSCAN) and Dreiser's algofunctional finger index questionnaires assessing EHOA disease activity. The following clinical and laboratory data were collected: age, sex, BMI, disease duration, intensity of pain (VAS 0-10), painful and swollen joints, and inflammatory indices, as well as C-reactive protein (CRP) and erythrocyte sedimentation rate (ESR). Results: Of the 34 patients studied, 24 (70.6%) presented NP to the ID-Pain questionnaire. According to DN4, 14 (41.2%) patients had NP, while using the PainDETECT questionnaire, 67.6% had NP. Patients with NP were statistically younger and had a higher VAS pain score compared to subjects without NP. The ENoG and median nerve ultrasound were normal in 81% of patients, while four patients had carpal tunnel syndrome. The ID-Pain questionnaire correlated with the number of painful joints (r = 0.48, p = 0.03) and with the AUSCAN questionnaire (r = 0.37, p = 0.05). The DN4 questionnaire correlated with PainDETECT (r = 0.58, p < 0.01). The PainDETECT questionnaire correlated with VAS pain (r = 0.49, p = 0.02), the DN4 questionnaire (r = 0.58, p < 0.01), and AUSCAN (r = 0.51, p = 0.02). The NPSI questionnaire correlated negatively with BMI (r = -0.53, p = 0.01) and positively with the PainDETECT questionnaire (r = 0.49, p = 0.02). Conclusions: Our study revealed that 32% to 70% of EHOA patients exhibited symptoms consistent with NP, with observed variability depending on the questionnaire utilized. Despite patients frequently exhibiting symptoms compatible with NP, only 19% of patients presented alterations on ENoG and ultrasound examinations confirming CTS. This suggests a probable nociplastic component for pain in patients with EHOA, which warrants tailored treatment. In the present study, NP correlated with clinical and functional indices of EHOA.
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Affiliation(s)
- Marta Favero
- Rheumatology Unit, Department of Medicine-DIMED, Padova University Hospital, 35128 Padova, Italy; (M.F.); (M.L.); (G.C.); (L.S.); (A.D.)
- Internal Medicine I, Cà Foncello Hospital, 31100 Treviso, Italy
| | - Mario Cacciavillani
- Specialistic Medical Center (CEMES), EMG Laboratory, Synlab Data Medica, 35128 Padova, Italy;
| | | | - Mariagrazia Lorenzin
- Rheumatology Unit, Department of Medicine-DIMED, Padova University Hospital, 35128 Padova, Italy; (M.F.); (M.L.); (G.C.); (L.S.); (A.D.)
| | - Giacomo Cozzi
- Rheumatology Unit, Department of Medicine-DIMED, Padova University Hospital, 35128 Padova, Italy; (M.F.); (M.L.); (G.C.); (L.S.); (A.D.)
| | - Laura Scagnellato
- Rheumatology Unit, Department of Medicine-DIMED, Padova University Hospital, 35128 Padova, Italy; (M.F.); (M.L.); (G.C.); (L.S.); (A.D.)
| | - Stefania Vio
- Radiology Unit, Padova University Hospital, 35128 Padova, Italy;
| | - Andrea Doria
- Rheumatology Unit, Department of Medicine-DIMED, Padova University Hospital, 35128 Padova, Italy; (M.F.); (M.L.); (G.C.); (L.S.); (A.D.)
| | - Chiara Briani
- Department of Neurosciences, Neurology Unit, University Hospital of Padova, 35128 Padova, Italy;
| | - Roberta Ramonda
- Rheumatology Unit, Department of Medicine-DIMED, Padova University Hospital, 35128 Padova, Italy; (M.F.); (M.L.); (G.C.); (L.S.); (A.D.)
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4
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Bean MB, Favero M, Ramonda R, Scanzello CR. Erosive Hand Osteoarthritis: Recent Advances and Future Treatments. Curr Rheumatol Rep 2024; 26:103-111. [PMID: 38214806 PMCID: PMC10965372 DOI: 10.1007/s11926-023-01130-9] [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] [Accepted: 12/28/2023] [Indexed: 01/13/2024]
Abstract
PURPOSE OF THE REVIEW Erosive hand osteoarthritis (EHOA) is an aggressive form of hand osteoarthritis that leads to significant disability, and recent data suggests that it is increasing in prevalence. This review provides an update of our current understanding of epidemiology, genetic associations, biomarkers, pathogenesis, and treatment of EHOA, with particular focus on studies published within the last 5 years. RECENT FINDINGS New studies of EHOA have identified new genetic loci associated with disease, including variants in genes involved in inflammation and bone remodeling. Preclinical studies implicate pathways of innate immunity, including some that may be causal in the condition. Recent novel studies showed that inflammatory features identified by ultrasound and MRI are associated with development of erosive lesions over time on conventional radiography. In the future, these imaging modalities may be useful in identifying patients at risk of adverse outcomes. Promising new findings in genetics, biomarkers, and treatment targets will hopefully allow for future therapeutic options for this debilitating condition.
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Affiliation(s)
- Marta B Bean
- Division of Rheumatology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA.
| | - Marta Favero
- Rheumatology Unit, Department of Medicine-DIMED, Padova University Hospital, Padova, Italy
- Medicine Unit 1, Ca' Foncello Hospital, Treviso, Italy
| | - Roberta Ramonda
- Rheumatology Unit, Department of Medicine-DIMED, Padova University Hospital, Padova, Italy
| | - Carla R Scanzello
- Division of Rheumatology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA
- Department of Medicine & Translational Musculoskeletal Research Center, Corp. Crescenz VA Medical Center, Philadelphia, PA, 19104, USA
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5
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Silva-Díaz M, Pértega-Díaz S, Balboa-Barreiro V, Tilve-Álvarez CM, Raga-Sivira A, Rego-Pérez I, Blanco FJ, Oreiro N. Metabolic syndrome is not associated with erosive hand osteoarthritis: a cross-sectional study using data from the PROCOAC cohort. Sci Rep 2024; 14:5968. [PMID: 38472231 DOI: 10.1038/s41598-024-55374-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Accepted: 02/22/2024] [Indexed: 03/14/2024] Open
Abstract
To delineate the phenotype of erosive hand osteoarthritis (EHOA) in a Spanish population and assess its correlation with metabolic syndrome. We conducted a cross-sectional study using baseline data from the Prospective Cohort of Osteoarthritis from A Coruña (PROCOAC). Demographic and clinical variables, obtained through questionnaires, clinical examinations, and patient analytics, were compared among individuals with hand OA, with and without EHOA. We performed appropriate univariate and multivariate stepwise regression analyses using SPSS v28. Among 1039 subjects diagnosed with hand OA, 303 exhibited EHOA. Multivariate logistic regression analysis revealed associations with inflamed joints, nodular hand OA, and total AUSCAN. Furthermore, the association with a lower prevalence of knee OA remained significant. The influence of metabolic syndrome (MetS) on EHOA patients was analyzed by including MetS as a covariate in the model. It was observed that MetS does not significantly impact the presence of EHOA, maintaining the effect size of other factors. In conclusion, in the PROCOAC cohort, EHOA is associated with nodular hand OA, inflammatory hand OA, and a higher total AUSCAN. However, EHOA is linked to a lower prevalence of knee OA. Importantly, in our cohort, no relationship was found between EHOA and MetS.
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Affiliation(s)
- Maite Silva-Díaz
- Grupo de Investigación Clinica en Reumatología (GIR), INIBIC-Complejo Hospitalario Universitario A Coruña (CHUAC), SERGAS, As Xubias, 15006, A Coruña, Spain
| | - Sonia Pértega-Díaz
- Grupo de Investigación en Reumatología y Salud (GIR-S), Centro de Investigaciones Científicas Avanzadas (CICA), Universidade da Coruña, A Coruña, Spain
| | - Vanesa Balboa-Barreiro
- Unidad de Epidemiología Clínica y Bioestadística, INIBIC-Complejo Hospitalario Universitario A Coruña (CHUAC), SERGAS, A Coruña, Spain
| | - Carlos M Tilve-Álvarez
- Avances en Telemedicina e Informática Sanitaria (ATIS), INIBIC-Complejo Hospitalario Universitario A Coruña (CHUAC), SERGAS, A Coruña, Spain
| | - Ana Raga-Sivira
- Grupo de Investigación Clinica en Reumatología (GIR), INIBIC-Complejo Hospitalario Universitario A Coruña (CHUAC), SERGAS, As Xubias, 15006, A Coruña, Spain
| | - Ignacio Rego-Pérez
- Grupo de Investigación Clinica en Reumatología (GIR), INIBIC-Complejo Hospitalario Universitario A Coruña (CHUAC), SERGAS, As Xubias, 15006, A Coruña, Spain.
| | - Francisco J Blanco
- Grupo de Investigación Clinica en Reumatología (GIR), INIBIC-Complejo Hospitalario Universitario A Coruña (CHUAC), SERGAS, As Xubias, 15006, A Coruña, Spain.
- Grupo de Investigación en Reumatología (GIR), INIBIC-Complejo Hospitalario Universitario A Coruña (CHUAC), SERGAS, A Coruña, Spain.
| | - Natividad Oreiro
- Grupo de Investigación Clinica en Reumatología (GIR), INIBIC-Complejo Hospitalario Universitario A Coruña (CHUAC), SERGAS, As Xubias, 15006, A Coruña, Spain
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6
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Li S, Ma L, Cui R. Identification of Novel Diagnostic Biomarkers and Classification Patterns for Osteoarthritis by Analyzing a Specific Set of Genes Related to Inflammation. Inflammation 2023; 46:2193-2208. [PMID: 37462886 DOI: 10.1007/s10753-023-01871-w] [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: 05/14/2023] [Revised: 06/14/2023] [Accepted: 07/03/2023] [Indexed: 11/25/2023]
Abstract
Osteoarthritis (OA) is a prevalent joint disease globally. TNFA is recognized as a crucial inflammatory cytokine that plays a significant role in the pathophysiological mechanisms that occur during the progression of OA. However, the TNFA_SIGNALING_VIA_NFKB (TSVN)-related genes (TRGs) during the progression of OA remain unclear. By conducting a combinatory analysis of OA transcriptome data from three datasets, various differentially expressed TRGs were identified. The logistic regression model was used to mine hub TRGs for OA, and a nomogram prediction model was subsequently constructed using these TRGs. To identify new molecular subgroups, we performed consensus clustering. We then conducted functional analyses, including GO, KEGG, GSVA, and GSEA, to elucidate the underlying mechanisms. To determine the immune microenvironment, we applied xCell. The logistic regression analysis identified three hub TRGs (BHLHE40, BTG2, and CCNL1) as potential biomarkers for OA. Based on these TRGs, we constructed an OA predictive model. This model has demonstrated promising results in enhancing the accuracy of OA diagnosis, as evident from the ROC analysis (AUC merged dataset = 0.937, AUC validating dataset = 0.924). We identified two molecular subtypes, C1 and C2, and found that the C1 subtype showed activation of immune- and inflammation-related pathways. The involvement of TSVN in the development and progression of OA has been established. We identified several hub genes, such as BHLHE40, BTG2, and CCNL1, that may have a significant association with the progression of OA. Furthermore, our logistic regression model based on these genes has shown promising results in accurately diagnosing OA patients.
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Affiliation(s)
- Songsheng Li
- Orthopaedics Department III (Joint), The Fifth Clinical Medical College of Henan University of Chinese Medicine, Zhengzhou, China.
| | - Lige Ma
- Orthopaedics Department III (Joint), The Fifth Clinical Medical College of Henan University of Chinese Medicine, Zhengzhou, China
| | - Ruikai Cui
- Orthopaedics Department III (Joint), The Fifth Clinical Medical College of Henan University of Chinese Medicine, Zhengzhou, China
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7
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A Novel Hypoxia Related Marker in Blood Link to Aid Diagnosis and Therapy in Osteoarthritis. Genes (Basel) 2022; 13:genes13091501. [PMID: 36140669 PMCID: PMC9498462 DOI: 10.3390/genes13091501] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 08/17/2022] [Accepted: 08/19/2022] [Indexed: 01/06/2023] Open
Abstract
Osteoarthritis (OA) is a common chronic degenerative arthritis. Its treatment options are very limited. At present, hypoxia is a prominent factor in OA. This study aimed to re-explore the mechanism between hypoxia and OA, which provides new insights into the diagnosis and therapy of OA. We acquired the OA-related expression profiles of GSE48556, GSE55235, and GSE55457 for our analysis. Using gene set variation analysis (GSVA), we found significant differences in hypoxia. These differences result from multiple pathways, such as the p53 signaling pathway, cell senescence, the NF-kappa B signaling pathway, Ubiquitin-mediated proteolysis, and apoptosis. Meanwhile, the single-sample gene set enrichment analysis (ssGSEA) showed that hypoxia was significantly associated with the level of immune cell infiltration in the immune microenvironment. Thus, we believe that hypoxia is useful for the diagnosis and treatment of OA. We successfully constructed a novel hypoxia-related index (HRI) based on seven hypoxia-related genes (ADM, CDKN3, ENO1, NDRG1, PGAM1, SLC2A1, VEGFA) by least absolute shrinkage and binary logistic regression of the generalized linear regression. HRI showed potential for improving OA diagnosis through receiver operation characteristic (ROC) analysis (AUC training cohort = 0.919, AUC testing cohort = 0.985). Moreover, we found that celastrol, droxinostat, torin-2, and narciclasine may be potential therapeutic compounds for OA based on the Connectivity Map (CMap). In conclusion, hypoxia is involved in the development and progression of OA. HRI can improve diagnosis and show great potential in clinical application. Celastrol, droxinostat, torin-2, and narciclasine may be potential compounds for the treatment of OA patients.
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Abstract
Osteoarthritis (OA) most commonly affects knee joints, and the next most commonly affected sites are the hands and hips. Three distinct hand OA phenotypes have been described: erosive hand OA (EHOA), nodal hand OA - also known as non-erosive hand OA (non-EHOA) - and first carpometacarpal joint OA. EHOA predominantly affects women and is the most aggressive form of hand OA, characterized by a severe clinical onset and progression, leading to joint damage, disability and reduction of quality of life. Clinical signs of inflammation associated with EHOA include the acute onset of pain, swelling and redness. Moreover, EHOA is characterized by radiographic features such as central erosion, saw-tooth and gull-wing lesions and, rarely, ankylosis. The aim of this Review is to report the latest findings on epidemiology, clinical features, pathology and aetiopathogenesis, biomarkers, imaging modalities and treatments for EHOA. The ongoing development of new hand OA classification criteria should facilitate standardization between studies.
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9
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Üreten K, Maraş HH. Automated Classification of Rheumatoid Arthritis, Osteoarthritis, and Normal Hand Radiographs with Deep Learning Methods. J Digit Imaging 2022; 35:193-199. [PMID: 35018539 PMCID: PMC8921395 DOI: 10.1007/s10278-021-00564-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 12/03/2021] [Accepted: 12/04/2021] [Indexed: 11/30/2022] Open
Abstract
Rheumatoid arthritis and hand osteoarthritis are two different arthritis that causes pain, function limitation, and permanent joint damage in the hands. Plain hand radiographs are the most commonly used imaging methods for the diagnosis, differential diagnosis, and monitoring of rheumatoid arthritis and osteoarthritis. In this retrospective study, the You Only Look Once (YOLO) algorithm was used to obtain hand images from original radiographs without data loss, and classification was made by applying transfer learning with a pre-trained VGG-16 network. The data augmentation method was applied during training. The results of the study were evaluated with performance metrics such as accuracy, sensitivity, specificity, and precision calculated from the confusion matrix, and AUC (area under the ROC curve) calculated from ROC (receiver operating characteristic) curve. In the classification of rheumatoid arthritis and normal hand radiographs, 90.7%, 92.6%, 88.7%, 89.3%, and 0.97 accuracy, sensitivity, specificity, precision, and AUC results, respectively, and in the classification of osteoarthritis and normal hand radiographs, 90.8%, 91.4%, 90.2%, 91.4%, and 0.96 accuracy, sensitivity, specificity, precision, and AUC results were obtained, respectively. In the classification of rheumatoid arthritis, osteoarthritis, and normal hand radiographs, an 80.6% accuracy result was obtained. In this study, to develop an end-to-end computerized method, the YOLOv4 algorithm was used for object detection, and a pre-trained VGG-16 network was used for the classification of hand radiographs. This computer-aided diagnosis method can assist clinicians in interpreting hand radiographs, especially in rheumatoid arthritis and osteoarthritis.
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Affiliation(s)
- Kemal Üreten
- Department of Rheumatology, Faculty of Medicine, Kırıkkale University, 71450, Kırıkkale, Turkey.
| | - Hadi Hakan Maraş
- Department of Computer Engineering, Faculty of Engineering, Çankaya University, 06790, Ankara, Turkey
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10
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Hand Erosive Osteoarthritis and Distal Interphalangeal Involvement in Psoriatic Arthritis: The Place of Conservative Therapy. J Clin Med 2021; 10:jcm10122630. [PMID: 34203754 PMCID: PMC8232729 DOI: 10.3390/jcm10122630] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 06/10/2021] [Accepted: 06/11/2021] [Indexed: 12/15/2022] Open
Abstract
Hand erosive osteoarthritis (HEOA) and Psoriatic Arthritis (PsA) with DIP involvement are common diseases affecting the hand. Both of them evolve with a progressive limitation in grip due to limited range of motion of the affected joints and stenosing tenosynovitis. Pharmacological options currently available (corticosteroids and clodronate or Idrossicloroquine) for the treatment of EHOA are mostly symptomatic and currently there are no effective drugs able to modify the course of the disease. In addition, data on drug effectiveness of PsA with DIP involvement are lacking. Conservative therapy should be considered in order to reduce pain and improve hand functionality. There are many studies debating a wide range of non-pharmacological intervention in the management of HEOA: joint protection program, range of motion and strengthening exercise, hand exercise with electromagnetic therapy, application of heat with paraffin wax or balneotherapy, occupational therapy and education. Concerning conservative treatment strategies to treat PsA, on the contrary, current evidence is still weak. Further research is needed to find the correct place of physical therapy to prevent stiffness and ankylosis due to the vicious circle of inflammation-pain-immobility-rigidity.
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Integrating transcriptome-wide association study and mRNA expression profile identified candidate genes related to hand osteoarthritis. Arthritis Res Ther 2021; 23:81. [PMID: 33691763 PMCID: PMC7948369 DOI: 10.1186/s13075-021-02458-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Accepted: 02/18/2021] [Indexed: 02/08/2023] Open
Abstract
Background Osteoarthritis (OA) is a common skeletal system disease that has been partially attributed to genetic factors. The hand is frequently affected, which seriously affects the patient’s quality of life. However, the pathogenetic mechanism of hand osteoarthritis (hand OA) is still elusive. Methods A genome-wide association study (GWAS) summary of hand OA was obtained from the UK Biobank dataset, which contains data from a total of 452,264 White British individuals, including 37,782 OA patients. The transcriptome-wide association study (TWAS) of hand OA was performed using FUnctional Summary-based ImputatiON (FUSION) with the skeletal muscle and blood as gene expression references. The significant genes identified by TWAS were further subjected to gene set enrichment analysis (GSEA) with the Database for Annotation, Visualization and Integrated Discovery (DAVID) tool. Furthermore, we compared the genes and gene sets identified by our TWAS with that of a knee OA mRNA expression profile to detect the genes and gene sets shared by TWAS and mRNA expression profiles in OA. The mRNA expression profiles of 18 normal knee cartilages and 20 OA knee cartilages were acquired from the Gene Expression Omnibus database (accession number: GSE114007). Results TWAS identified 177 genes with P < 0.05 for the skeletal muscle, including ANKRD44 (P = 0.0001), RIC3 (P = 0.0003), and AC005154.6 (P = 0.0004). TWAS identified 423 genes with P < 0.05 for the blood, including CRIM1 (P = 0.0002), ZNF880 (P = 0.0002), and NCKIPSD (P = 0.0003). After comparing the results of the TWAS to those of the mRNA expression profiling of OA, we identified 5 common genes, including DHRS3 (log2fold = − 1.85, P = 3.31 × 10− 9) and SKP2 (log2fold = 1.36, P = 1.62 × 10− 8). GSEA of TWAS identified 51 gene ontology (GO) terms for hand OA, for example, protein binding (P = 0.0003) and cytosol (P = 0.0020). We also detected 6 common GO terms shared by TWAS and mRNA expression profiling, including protein binding (PTWAS = 2.54 × 10− 4, PmRNA = 3.42 × 10− 8), extracellular exosome (PTWAS = 0.02, PmRNA = 1.18 × 10− 4), and cytoplasm (PTWAS = 0.0183, PmRNA = 0.0048). Conclusion In this study, we identified 5 candidate genes and 6 GO terms related to hand OA, which may help to uncover the pathogenesis of hand OA. It should be noted that the possible difference in the gene expression profiles between hand OA and knee OA may affect our study results, which should be interpreted with caution. Supplementary Information The online version contains supplementary material available at 10.1186/s13075-021-02458-2.
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Favero M, Perino G, Valente ML, Tiengo C, Ramonda R. Radiological and histological analysis of two replaced interphalangeal joints with active subchondral bone resorption in erosive hand osteoarthritis: a novel mechanism? Skeletal Radiol 2017; 46:385-391. [PMID: 28054155 DOI: 10.1007/s00256-016-2560-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Revised: 12/08/2016] [Accepted: 12/19/2016] [Indexed: 02/02/2023]
Abstract
The aim of this study was to describe the histological features of erosive hand osteoarthritis (EHOA), which is considered an aggressive subset of hand osteoarthritis (OA) characterized by severe local inflammation and degeneration of the distal and proximal interphalangeal joints. Two patients with EHOA underwent replacement with a cement-free press fit ceramic prosthesis of a proximal interphalangeal joint (PIPJ). Clinical and radiological data were collected and histological examination was performed. Radiological examination with histological correlation showed complete erosion of the articular cartilage with focal presence of peripheral fibrocartilaginous resurfacing, sclerosis, and remodeling of the exposed bone, osteoclastic activity with resorptive lacunae in the subchondral bone and around degenerative fibromyxoid pseudocysts, coarse trabeculation of the cancellous bone, and marginal osteophytes. The synovial membrane showed non-specific mild hypertrophy and mildly cellular fibromyxoid stroma. The histological findings in patients with EHOA suggest a pathogenesis of cartilage resorption from the subchondral bone, via osteoclastic-mediated activity and formation of periarticular reactive fibrocartilaginous proliferation with partial resurfacing of the articular surface.
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Affiliation(s)
- Marta Favero
- Rheumatology Unit, Department of Medicine-DIMED, University Hospital of Padova, Via Giustiniani, 2, 35128, Padova, Italy.,Laboratory of Immunorheumatology and Tissue Regeneration, Rizzoli Orthopedic Research Institute, Bologna, 40136, Bologna, Italy
| | - Giorgio Perino
- Department of Pathology and Laboratory Medicine, Hospital for Special Surgery, New York, NY, USA
| | - Maria Luisa Valente
- Department of Diagnostic Medical Sciences, Section of Special Pathology, University of Padova, Via Giustiniani, 2, 35128, Padova, Italy
| | - Cesare Tiengo
- Department of Medical and Surgical Specialties, Hand Unit, Institute of Plastic Surgery, University of Padova, Via Giustiniani, 2, 35128, Padova, Italy
| | - Roberta Ramonda
- Rheumatology Unit, Department of Medicine-DIMED, University Hospital of Padova, Via Giustiniani, 2, 35128, Padova, Italy.
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Favero M, Ramonda R, Rossato M. Efficacy of intra-articular corticosteroid injection in erosive hand osteoarthritis: infrared thermal imaging. Rheumatology (Oxford) 2016; 56:86. [DOI: 10.1093/rheumatology/kew333] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Ramonda R, Favero M, Vio S, Lacognata C, Frallonardo P, Belluzzi E, Campana C, Lorenzin M, Ortolan A, Angelini F, Piccoli A, Oliviero F, Punzi L. A recently developed MRI scoring system for hand osteoarthritis: its application in a clinical setting. Clin Rheumatol 2016; 35:2079-2086. [PMID: 27236512 DOI: 10.1007/s10067-016-3303-0] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2015] [Revised: 05/04/2016] [Accepted: 05/07/2016] [Indexed: 11/26/2022]
Abstract
This study aimed to apply the recently proposed Oslo hand osteoarthritis magnetic resonance imaging (MRI) scoring system to evaluate MRI findings in a cohort of patients affected by long-standing erosive hand osteoarthritis (EHOA). Eleven female EHOA patients (median 59 [interquartile range 62-52] years, disease duration 9.5 [interquartile range 13-3.75] years) underwent MRI (1.5 T) of the dominant hand, and synovitis, bone marrow lesions (BMLs), joint space narrowing, osteophytes, cysts, malalignment, and erosions were scored using the Oslo scoring system. Intra- and inter-reader reliability were assessed. The patients also underwent X-ray examination, and bone features were evaluated using the same scoring system. Pain and tenderness were assessed during a physical examination. Spearman's non-parametric test was used to analyze the correlations between variables. MRI intra- and inter-reader reliability were found between good and moderate for many features. No statistical differences were found between the radiographs and MRI with regard to detection of JSN, malalignment, and bone erosions. Synovitis was detected in 39.8 % of the 80 joints examined (in a mild form in 80 %), erosions were found in 51.1 %, and BMLs were identified in 20.5 and 23.9 % at the distal and the proximal side, respectively. BMLs at both the proximal and distal ends were correlated with tender joints (BML distal p = 0.0013, BML proximal p = 0.012). The presence of synovitis was correlated with tenderness (p = 0.004) and erosions at both the distal and proximal joints (p = 0.004). The presence of erosions correlated with tender joints (p < 0.01) and the mean visual analog scale (VAS) score (distal p = 0.03, proximal p = 0.01). Synovitis and BMLs were correlated with clinical symptoms in our patients affected with long-standing EHOA.
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Affiliation(s)
- Roberta Ramonda
- Rheumatology Unit, Department of Medicine DIMED, University of Padova, Padova, Italy.
| | - Marta Favero
- Rheumatology Unit, Department of Medicine DIMED, University of Padova, Padova, Italy
- Laboratory of Immunorheumatology and Tissue Regeneration/RAMSES, Rizzoli Orthopedic Research Institute, Bologna, Italy
| | - Stefania Vio
- Radiology I Department, Azienda Ospedaliera, Padova, Italy
| | | | - Paola Frallonardo
- Rheumatology Unit, Department of Medicine DIMED, University of Padova, Padova, Italy
| | - Elisa Belluzzi
- Rheumatology Unit, Department of Medicine DIMED, University of Padova, Padova, Italy
| | - Carla Campana
- Rheumatology Unit, Department of Medicine DIMED, University of Padova, Padova, Italy
| | - Mariagrazia Lorenzin
- Rheumatology Unit, Department of Medicine DIMED, University of Padova, Padova, Italy
| | - Augusta Ortolan
- Rheumatology Unit, Department of Medicine DIMED, University of Padova, Padova, Italy
| | | | - Antonio Piccoli
- Nephrology Unit, Department of Medicine DIMED, University of Padova, Padova, Italy
| | - Francesca Oliviero
- Rheumatology Unit, Department of Medicine DIMED, University of Padova, Padova, Italy
| | - Leonardo Punzi
- Rheumatology Unit, Department of Medicine DIMED, University of Padova, Padova, Italy
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Mancarella L, Addimanda O, Pelotti P, Pignotti E, Pulsatelli L, Meliconi R. Ultrasound detected inflammation is associated with the development of new bone erosions in hand osteoarthritis: a longitudinal study over 3.9 years. Osteoarthritis Cartilage 2015; 23:1925-32. [PMID: 26521738 DOI: 10.1016/j.joca.2015.06.004] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2014] [Revised: 05/15/2015] [Accepted: 06/02/2015] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To evaluate the association between ultrasound (US) detected inflammation at baseline and the subsequent development of new bone erosions at follow-up in patients with hand osteoarthritis (HOA). METHOD 32 of the 35 (10 controls, 12 patients with non erosive HOA (non-EHOA), 13 with EHOA subjects originally studied were re-evaluated 3.9 years after the initial study, by means of standard radiography and US examination. Kellgren-Lawrence (K-L) and Kallman scores were utilized to evaluate 576 interphalangeal (IP) joints. US detected synovial inflammation features were scored as present/absent. US detected bone erosions were also investigated. The association between synovial inflammation features at baseline and the development of new bone erosions was evaluated using the generalized linear mixed model (GLMM) after adjustment for patient effect, age, gender, body mass index. RESULTS In HOA patients, radiographic scores worsened and bone erosions progressed. In HOA patients similar percentages of joints with Power Doppler Signal (PDS) and gray scale (GS) synovitis were found comparing baseline and follow-up examinations, whilst a significant increase was found in the joints with effusions. Only a minority of joints were positive on both occasions (between 2 and 6 %), the majority fluctuated between positive and negative and vice versa. PDS positivity was associated with new radiographic central erosions and US-detected bone erosions, whereas GS synovitis and effusion were not. CONCLUSIONS Radiographic scores and bone erosions increased over a period of about 4 years. Synovial inflammation as detected by PDS was associated with the appearance of new bone erosions.
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Affiliation(s)
- L Mancarella
- Medicine & Rheumatology Unit, Rizzoli Orthopaedic Institute, Bologna, Italy.
| | - O Addimanda
- Medicine & Rheumatology Unit, Rizzoli Orthopaedic Institute, Bologna, Italy.
| | - P Pelotti
- Ultrasound Unit, Rizzoli Orthopaedic Institute, Bologna, Italy.
| | - E Pignotti
- Laboratory of Immunorheumatology and Tissue Regeneration, Rizzoli Orthopaedic Institute, Bologna, Italy.
| | - L Pulsatelli
- Laboratory of Immunorheumatology and Tissue Regeneration, Rizzoli Orthopaedic Institute, Bologna, Italy.
| | - R Meliconi
- Medicine & Rheumatology Unit, Rizzoli Orthopaedic Institute, Bologna, Italy; Dept of Biomedical & Neuromotor Sciences, University of Bologna, Italy.
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Punzi L, Favero M, Frallonardo P, Ramonda R. Time to redefine erosive osteoarthritis. RMD Open 2015; 1:e000105. [PMID: 26535141 PMCID: PMC4623374 DOI: 10.1136/rmdopen-2015-000105] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2015] [Revised: 08/24/2015] [Accepted: 08/31/2015] [Indexed: 01/18/2023] Open
Affiliation(s)
- Leonardo Punzi
- Rheumatology Unit, Department of Medicine DIMED , University of Padova , Padova , Italy
| | - Marta Favero
- Rheumatology Unit, Department of Medicine DIMED , University of Padova , Padova , Italy ; Laboratory of Immunorheumatology and Tissue Regeneration/RAMSES, Rizzoli Orthopedic Research Institute , Bologna , Italy
| | - Paola Frallonardo
- Rheumatology Unit, Department of Medicine DIMED , University of Padova , Padova , Italy
| | - Roberta Ramonda
- Rheumatology Unit, Department of Medicine DIMED , University of Padova , Padova , Italy
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Ramonda R, Sartori L, Ortolan A, Frallonardo P, Lorenzin M, Punzi L, Musacchio E. The controversial relationship between osteoarthritis and osteoporosis: an update on hand subtypes. Int J Rheum Dis 2015; 19:954-960. [DOI: 10.1111/1756-185x.12709] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Roberta Ramonda
- Rheumatology Unit; Department of Medicine DIMED; University of Padova; Padova Italy
| | - Leonardo Sartori
- Clinica Medica I; Department of Medicine DIMED; University of Padova; Padova Italy
| | - Augusta Ortolan
- Rheumatology Unit; Department of Medicine DIMED; University of Padova; Padova Italy
| | - Paola Frallonardo
- Rheumatology Unit; Department of Medicine DIMED; University of Padova; Padova Italy
| | - Mariagrazia Lorenzin
- Rheumatology Unit; Department of Medicine DIMED; University of Padova; Padova Italy
| | - Leonardo Punzi
- Rheumatology Unit; Department of Medicine DIMED; University of Padova; Padova Italy
| | - Estella Musacchio
- Clinica Medica I; Department of Medicine DIMED; University of Padova; Padova Italy
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Erosive osteoarthritis, psoriatic arthritis and pseudogout; a casual association? Clin Rheumatol 2015; 35:1885-9. [PMID: 25833145 DOI: 10.1007/s10067-015-2927-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2015] [Accepted: 03/22/2015] [Indexed: 10/23/2022]
Abstract
According to recent hypothesis, the inflammation has a pivotal role in the onset and progression of erosive hand osteoarthritis (EHOA), psoriatic arthritis (PsA) and chondrocalcinosis (CC)/pseudogout. Albeit, it has been recognised for years as an association between EHOA and radiographic evidence of CC, but there are few reports of coexistence of microcrystalline arthritis and PsA. This is the first report that described a clinical experience concerning two consecutive cases of patients presented with EHOA, PsA and pseudogout. Two Caucasian women of 71 and 85 years old with a history of OA and mild psoriasis are presented with tenderness and swelling of first interphalangeal (IP) and wrist joint, respectively. Arthrocentesis performed at the first IP and wrist joint, respectively, showed an inflammatory synovial fluid with presence of calcium pyrophosphate dehydrate crystals. X-rays of hands, feet and knees showed characteristic features of EHOA, PsA and CC. Furthermore, HLA typing evinces the presence of HLA C*06; DRB*01 07 and HLA C*07; DRB*01 *11 alleles, respectively, predisposing factors of these inflammatory diseases. The relationship between these aggressive rheumatic diseases along with their clinical, radiographic, laboratory and genetic features is discussed.
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Sánchez J, Bonet ML, Keijer J, van Schothorst EM, Mölller I, Chetrit C, Martinez-Puig D, Palou A. Blood cells transcriptomics as source of potential biomarkers of articular health improvement: effects of oral intake of a rooster combs extract rich in hyaluronic acid. GENES AND NUTRITION 2014; 9:417. [PMID: 25024048 DOI: 10.1007/s12263-014-0417-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2014] [Accepted: 07/02/2014] [Indexed: 12/19/2022]
Abstract
The aim of the study was to explore peripheral blood gene expression as a source of biomarkers of joint health improvement related to glycosaminoglycan (GAG) intake in humans. Healthy individuals with joint discomfort were enrolled in a randomized, double-blind, placebo-controlled intervention study in humans. Subjects ate control yoghurt or yoghurt supplemented with a recently authorized novel food in Europe containing hyaluronic acid (65 %) from rooster comb (Mobilee™ as commercial name) for 90 days. Effects on functional quality-of-life parameters related to joint health were assessed. Whole-genome microarray analysis of peripheral blood samples from a subset of 20 subjects (10 placebo and 10 supplemented) collected pre- and post-intervention was performed. Mobilee™ supplementation reduced articular pain intensity and synovial effusion and improved knee muscular strength indicators as compared to placebo. About 157 coding genes were differentially expressed in blood cells between supplemented and placebo groups post-intervention, but not pre-intervention (p < 0.05; fold change ≥1.2). Among them, a reduced gene expression of glucuronidase-beta (GUSB), matrix metallopeptidase 23B (MMP23B), xylosyltransferase II (XYLT2), and heparan sulfate 6-O-sulfotransferase 1 (HS6ST1) was found in the supplemented group. Correlation analysis indicated a direct relationship between blood cell gene expression of MMP23B, involved in the breakdown of the extracellular matrix, and pain intensity, and an inverse relationship between blood cell gene expression of HS6ST1, responsible for 6-O-sulfation of heparan sulfate, and indicators of knee muscular strength. Expression levels of specific genes in blood cells, in particular genes related to GAG metabolism and extracellular matrix dynamics, are potential biomarkers of beneficial effects on articular health.
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Affiliation(s)
- Juana Sánchez
- Laboratory of Molecular Biology, Nutrition and Biotechnology (Nutrigenomics), University of the Balearic Islands and CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Edifici Mateu Orfila. Carretera de Valldemossa Km 7.5, 07122, Palma de Mallorca, Spain
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