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Tsai PH, Fang YF, Chen YF, Chen CC, Chiang WY, Chang CT, Huang YJ, Liou LB. Predictors of Remission or Combined Remission and Low Disease Activity in Rheumatoid Arthritis Patients in Taiwan: A Prospective Cohort Study. J Clin Med 2024; 13:2521. [PMID: 38731049 PMCID: PMC11084563 DOI: 10.3390/jcm13092521] [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] [Received: 02/24/2024] [Revised: 04/15/2024] [Accepted: 04/23/2024] [Indexed: 05/13/2024] Open
Abstract
Objectives: This study aimed to identify predictors of remission or low disease activity (LDA) in patients with rheumatoid arthritis (RA) and low-ultrasound inflammation. Methods: A total of 80 patients with RA who fulfilled the 1987 ACR criteria for RA with a disease activity score of 28 joints (DAS28) > 3.2 were recruited. Over 1 year of therapy, we conducted blood tests every 6 months to examine erythrocyte sedimentation rate (ESR), C-reactive protein (CRP), monocyte chemotactic protein-1 (MCP-1), neuraminidase 3 (Neu3), and α-2,3-sialyltrasnferse I (ST3Gal-1) levels in B cells and monocytes. Additionally, we evaluated physical function by using the Health Assessment Questionnaire-Disability Index (HAQ-DI). Data on demographic and clinical parameters were collected, and musculoskeletal ultrasonography was performed twice a year on 12 specific joints to assess synovial changes. One year later, we compared all collected data and laboratory or ultrasound results between patients achieving remission or LDA and those who did not in order to determine the predictors. Results: Age, the presence or absence of rheumatoid factor, and the number of conventional disease-modifying anti-rheumatic drugs used were not correlated with remission or LDA for DAS28 or Simplified Disease Activity Index formulas. However, male sex, low CRP levels, low ESR levels, and low HAQ-DI scores were associated with a higher likelihood of achieving remission or LDA for DAS28-ESR. Negative anticyclic citrullinated peptide (CCP) and low HAQ-DI scores were predictors of remission or LDA for DAS28-MCP-1. Interestingly, having less than two comorbidities is a good predictor of a combined remission/low disease activity state for SDAI and DAS28-MCP-1. Furthermore, Neu3 and ST3Gal-1 levels and ST3Gal-1/Neu3 ratios in B cells and monocytes had no significant correlation with total ultrasound scores. Nevertheless, monocyte ST3Gal-1 and Neu3 correlated significantly with DAS28-ESR >5.1 and DAS-MCP-1 >4.8 (both categories belong to high disease activity), respectively (rho = 0.609 with p = 0.012, and rho = 0.727 with p = 0.011, respectively). Monocyte ST3Gal-1/Neu3 ratios connected with DAS28-ESR >5.1 and 3.3 < SDAI ≦ 11 (low disease activity), respectively (rho = 0.662 with p = 0.005, and rho = 0.342 with p = 0.048, respectively). Conclusions: In patients with RA in Taiwan, male sex, low CRP levels, low ESR levels, and low HAQ-DI scores are predictors of remission or LDA for DAS28-ESR, which differ from the predictors for DAS28-MCP-1. Moreover, monocyte ST3Gal-1, Neu3, and their ratios correlated with different disease activity categories of DAS28-ESR, DAS28-MCP-1, and SDAI scores.
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Affiliation(s)
- Ping-Han Tsai
- Division of Rheumatology, Allergy, and Immunology, Department of Internal Medicine, New Taipei Municipal Tucheng Hospital, New Taipei City 236, Taiwan; (P.-H.T.); (C.-C.C.); (W.-Y.C.)
- Division of Rheumatology, Allergy, and Immunology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City 333, Taiwan; (Y.-F.F.); (Y.-F.C.); (C.-T.C.); (Y.-J.H.)
| | - Yao-Fan Fang
- Division of Rheumatology, Allergy, and Immunology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City 333, Taiwan; (Y.-F.F.); (Y.-F.C.); (C.-T.C.); (Y.-J.H.)
| | - Yen-Fu Chen
- Division of Rheumatology, Allergy, and Immunology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City 333, Taiwan; (Y.-F.F.); (Y.-F.C.); (C.-T.C.); (Y.-J.H.)
| | - Chih-Chieh Chen
- Division of Rheumatology, Allergy, and Immunology, Department of Internal Medicine, New Taipei Municipal Tucheng Hospital, New Taipei City 236, Taiwan; (P.-H.T.); (C.-C.C.); (W.-Y.C.)
| | - Wen-Yu Chiang
- Division of Rheumatology, Allergy, and Immunology, Department of Internal Medicine, New Taipei Municipal Tucheng Hospital, New Taipei City 236, Taiwan; (P.-H.T.); (C.-C.C.); (W.-Y.C.)
| | - Che-Tzu Chang
- Division of Rheumatology, Allergy, and Immunology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City 333, Taiwan; (Y.-F.F.); (Y.-F.C.); (C.-T.C.); (Y.-J.H.)
| | - Yun-Ju Huang
- Division of Rheumatology, Allergy, and Immunology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City 333, Taiwan; (Y.-F.F.); (Y.-F.C.); (C.-T.C.); (Y.-J.H.)
| | - Lieh-Bang Liou
- Division of Rheumatology, Allergy, and Immunology, Department of Internal Medicine, New Taipei Municipal Tucheng Hospital, New Taipei City 236, Taiwan; (P.-H.T.); (C.-C.C.); (W.-Y.C.)
- Division of Rheumatology, Allergy, and Immunology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City 333, Taiwan; (Y.-F.F.); (Y.-F.C.); (C.-T.C.); (Y.-J.H.)
- School of Medicine, College of Medicine, Chang Gung University, Taoyuan City 333, Taiwan
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2
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Mochizuki T, Hoshi K, Yano K, Koyama J, Kukidome H, Ikari K, Okazaki K. Smoking, Serum Albumin and 25-hydroxy Vitamin D Levels, and Bone Mineral Density Are Associated with Tooth Loss in Patients with Rheumatoid Arthritis. Intern Med 2023; 62:2821-2825. [PMID: 36823087 PMCID: PMC10602833 DOI: 10.2169/internalmedicine.1219-22] [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: 10/30/2022] [Accepted: 01/06/2023] [Indexed: 02/23/2023] Open
Abstract
Objectives This study investigated factors associated with tooth loss in patients with rheumatoid arthritis (RA). Methods A total of 429 patients with RA were enrolled in the study. We examined tooth loss and clinical data. Patients were classified into two groups: a group with tooth loss (tooth loss-positive group), and a group without tooth loss (tooth loss-negative group). Patients were included in the tooth loss-positive group if they had fewer remaining teeth than the number defined by the Ministry of Health, Labour and Welfare in Japan to be the normal number teeth for that age and sex. Factors associated with tooth loss were analyzed by comparing the tooth loss-positive and loss-negative groups. Results The frequency of patients with tooth loss was 39.6%. The factors associated with tooth loss were smoking [odds ratio (OR) 1.638; 95% confidence interval (CI) 1.165-2.302], serum levels of albumin (OR 0.325; 95% CI 0.149-0.707) and 25-hydroxy vitamin D (OR 0.947; 95% CI 0.915-0.980), and total hip T score (OR 0.713; 95% CI 0.535-0.950). Conclusion This study revealed that tooth loss is associated with smoking, serum levels of albumin and 25-hydroxy vitamin D, and the total hip T score in patients with RA. Our findings may help prevent tooth loss in patients with RA.
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Affiliation(s)
- Takeshi Mochizuki
- Department of Rheumatology and Orthopaedic Surgery, Kamagaya General Hospital, Japan
| | - Kentaro Hoshi
- Department of Dental Surgery, Kamagaya General Hospital, Japan
| | - Koichiro Yano
- Department of Orthopaedic Surgery, Tokyo Women's Medical University, Japan
| | - Jun Koyama
- Department of Dental Surgery, Kamagaya General Hospital, Japan
| | | | - Katsunori Ikari
- Department of Orthopaedic Surgery, Tokyo Women's Medical University, Japan
| | - Ken Okazaki
- Department of Orthopaedic Surgery, Tokyo Women's Medical University, Japan
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3
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Watanabe R, Murakami K, Fujisaki T, Ito H, Murata K, Yamamoto W, Fujii T, Onizawa H, Onishi A, Tanaka M, Morinobu A, Hashimoto M. Baseline erythrocyte sedimentation rate level predicts long-term inhibition of radiographic progression by tocilizumab: the KURAMA cohort. Immunol Med 2023; 46:84-92. [PMID: 36688476 DOI: 10.1080/25785826.2023.2170384] [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: 01/24/2023] Open
Abstract
The short-term effect of tocilizumab (TCZ) on the radiographic progression of rheumatoid arthritis has been reported; however, reports on its long-term effects are scarce. In this study, we aimed to evaluate its long-term effects on joint destruction in patients who had been treated with TCZ for at least two years and for whom X-rays were available. Radiographic progression was evaluated with modified Total Sharp Score (mTSS), and structural remission was defined as the mean annual change in mTSS ≤0.5. Of the 59 patients included in this study (median age, 62 years; female, 81.4%), 34 patients (57.6%) achieved structural remission. Patients who achieved structural remission were relatively younger (59 years vs. 64 years, p = .06), had relatively higher proportion of anti-citrullinated protein antibody positivity (91.2% vs. 72.0%, p = .08), relatively lower C-reactive protein level (0.6 mg/dL vs. 2.2 mg/dL, p = .05), and significantly lower erythrocyte sedimentation rate (ESR) level (28.0 mm/h vs 65.5 mm/h, p = .003) than those who did not. Multivariate logistic regression analysis demonstrated that the baseline ESR level was significantly associated with structural remission (odds ratio, 0.98; 95% confidence interval: 0.96-0.99, p = .049). The baseline ESR level is a critical determinant of the long-term effect of TCZ on joint destruction.
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Affiliation(s)
- Ryu Watanabe
- Department of Clinical Immunology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Kosaku Murakami
- Division of Clinical Immunology and Cancer Immunotherapy, Center for Cancer Immunotherapy and Immunobiology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | | | - Hiromu Ito
- Department of Advanced Medicine for Rheumatic Diseases, Graduate School of Medicine, Kyoto University, Kyoto, Japan.,Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan.,Department of Orthopaedic Surgery, Kurashiki Central Hospital, Kurashiki, Japan
| | - Koichi Murata
- Department of Advanced Medicine for Rheumatic Diseases, Graduate School of Medicine, Kyoto University, Kyoto, Japan.,Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Wataru Yamamoto
- Department of Health Information Management, Kurashiki Sweet Hospital, Kurashiki, Japan
| | - Takayuki Fujii
- Department of Advanced Medicine for Rheumatic Diseases, Graduate School of Medicine, Kyoto University, Kyoto, Japan.,Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Hideo Onizawa
- Department of Advanced Medicine for Rheumatic Diseases, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Akira Onishi
- Department of Advanced Medicine for Rheumatic Diseases, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Masao Tanaka
- Department of Advanced Medicine for Rheumatic Diseases, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Akio Morinobu
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Motomu Hashimoto
- Department of Clinical Immunology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
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Impact of Posttranslational Modification in Pathogenesis of Rheumatoid Arthritis: Focusing on Citrullination, Carbamylation, and Acetylation. Int J Mol Sci 2021; 22:ijms221910576. [PMID: 34638916 PMCID: PMC8508717 DOI: 10.3390/ijms221910576] [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: 09/02/2021] [Revised: 09/23/2021] [Accepted: 09/26/2021] [Indexed: 12/24/2022] Open
Abstract
Rheumatoid arthritis (RA) is caused by prolonged periodic interactions between genetic, environmental, and immunologic factors. Posttranslational modifications (PTMs) such as citrullination, carbamylation, and acetylation are correlated with the pathogenesis of RA. PTM and cell death mechanisms such as apoptosis, autophagy, NETosis, leukotoxic hypercitrullination (LTH), and necrosis are related to each other and induce autoantigenicity. Certain microbial infections, such as those caused by Porphyromonasgingivalis, Aggregatibacter actinomycetemcomitans, and Prevotella copri, can induce autoantigens in RA. Anti-modified protein antibodies (AMPA) containing anti-citrullinated protein/peptide antibodies (ACPAs), anti-carbamylated protein (anti-CarP) antibodies, and anti-acetylated protein antibodies (AAPAs) play a role in pathogenesis as well as in prediction, diagnosis, and prognosis. Interestingly, smoking is correlated with both PTMs and AMPAs in the development of RA. However, there is lack of evidence that smoking induces the generation of AMPAs.
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Watanabe R, Igarashi T, Takahashi T, Kondo H, Okazaki S, Kudo M, Ohyanagi M, Gamoh M. Multidisciplinary Approach to Prevent de novo Hepatitis B in Patients with Rheumatoid Arthritis. TOHOKU J EXP MED 2021; 252:133-141. [PMID: 33028756 DOI: 10.1620/tjem.252.133] [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: 11/18/2022]
Abstract
The reactivation of hepatitis B virus (HBV) in patients with rheumatoid arthritis (RA) is currently a social problem. Our hospital has established a project team, which consisted of medical staff including doctors, nurses, pharmacists, and technicians, to prevent HBV reactivation and subsequent de novo hepatitis B in 2015. To verify the usefulness of the team, we aimed to examine the implementation rate of HBV screening tests in patients with RA in 2011, 2015, and 2018. We also examined the rate of HBV infection, as well as the rate of HBV reactivation during the course. In this study, medical records of patients who visited our hospital in 2011, 2015, and 2018 were retrospectively reviewed. HBV screening was completed when hepatitis B surface antigen (HBsAg), hepatitis B surface antibody (HBsAb), and hepatitis B core antibody (HBcAb) were all examined. The prevalence of patients who completed HBV screening dramatically increased from 2.4% in 2011 to 79.1% in 2015 and 86.9% in 2018. Patients who completed the screening had significantly higher rates of liver dysfunction, methotrexate use, and use of biological disease-modifying antirheumatic drugs than those who did not. Of the 767 patients who completed HBV screening in 2018, 157 patients (20.5%) had previously resolved HBV infection (HBsAg-negative but HBsAb- and/or HBcAb-positive). During a mean follow-up of 41.0 months, reactivation of HBV was observed in 10 out of the 157 patients (6.4%); however, none developed de novo hepatitis B. In conclusion, our multidisciplinary approach to prevent de novo hepatitis B is considered useful.
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Affiliation(s)
- Ryu Watanabe
- Department of Rheumatology, Osaki Citizen Hospital.,Department of Hematology and Rheumatology, Tohoku University Graduate School of Medicine
| | | | | | - Hinako Kondo
- Department of Rheumatology, Osaki Citizen Hospital.,Department of Nephrology and Endocrinology, Osaki Citizen Hospital
| | - Soshi Okazaki
- Department of Rheumatology, Osaki Citizen Hospital.,Department of Hematology and Rheumatology, Tohoku University Graduate School of Medicine
| | - Masataka Kudo
- Department of Rheumatology, Osaki Citizen Hospital.,Department of Nephrology and Endocrinology, Osaki Citizen Hospital
| | | | - Makio Gamoh
- Department of Medical Oncology, Osaki Citizen Hospital
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6
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Bugatti S, Bogliolo L, Manzo A, De Stefano L, Delvino P, Motta F, Montecucco C. Impact of Anti-Citrullinated Protein Antibodies on Progressive Systemic Bone Mineral Density Loss in Patients With Early Rheumatoid Arthritis After Two Years of Treat-to-Target. Front Immunol 2021; 12:701922. [PMID: 34194443 PMCID: PMC8236980 DOI: 10.3389/fimmu.2021.701922] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 06/01/2021] [Indexed: 01/05/2023] Open
Abstract
Objectives To investigate the association of anti-citrullinated protein antibodies (ACPA) with changes in systemic bone mineral density (BMD) in patients with early rheumatoid arthritis (RA) after two years of treat-to-target. Methods BMD was measured at the lumbar spine (LS) and femoral neck (FN) in 100 patients with recent onset RA at baseline and after 24 months of treatment aimed at low disease activity (LDA) according to the 28-joints disease activity score (DAS28 <3.2). Multivariable regression analyses were performed to determine independent associations between autoantibodies and other disease and treatment-related parameters with BMD loss. Results After 24 months, the majority of the patients were at least in LDA (78%), with slightly more ACPA-positive subjects achieving the target. The BMD had significantly decreased at both the LS (mean [SD] percent loss -1.8 [6.2], p=0.03) and the FN (-2.4 [7.3], p=0.03) in ACPA-positive but not in ACPA-negative patients. Consequently, the proportion of patients with reduced BMD (Z score ≤-1) after 24 months was significantly higher among ACPA-positive patients at both the spine (39.5% vs 19.3%, p=0.05) and the hip (37.2% vs 12.2%, p=0.007). The association between ACPA and BMD loss was independent of other variables including age, gender, disease activity, cumulative dose of glucocorticoids and duration of therapy with bisphosphonates at the LS but not the FN. Conclusions ACPA are associated with ongoing BMD loss at the spine despite suppression of inflammation and adoption of prophylactic measures. ACPA-positive RA patients should be therefore strictly monitored for the development of osteoporosis.
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Affiliation(s)
- Serena Bugatti
- Division of Rheumatology, IRCCS Policlinico San Matteo Foundation, Pavia, Italy.,Department of Internal Medicine and Therapeutics, University of Pavia, Pavia, Italy
| | - Laura Bogliolo
- Division of Rheumatology, IRCCS Policlinico San Matteo Foundation, Pavia, Italy
| | - Antonio Manzo
- Division of Rheumatology, IRCCS Policlinico San Matteo Foundation, Pavia, Italy.,Department of Internal Medicine and Therapeutics, University of Pavia, Pavia, Italy
| | - Ludovico De Stefano
- Division of Rheumatology, IRCCS Policlinico San Matteo Foundation, Pavia, Italy.,Department of Internal Medicine and Therapeutics, University of Pavia, Pavia, Italy
| | - Paolo Delvino
- Division of Rheumatology, IRCCS Policlinico San Matteo Foundation, Pavia, Italy.,Department of Internal Medicine and Therapeutics, University of Pavia, Pavia, Italy
| | - Francesca Motta
- Division of Rheumatology, IRCCS Policlinico San Matteo Foundation, Pavia, Italy.,Department of Internal Medicine and Therapeutics, University of Pavia, Pavia, Italy
| | - Carlomaurizio Montecucco
- Division of Rheumatology, IRCCS Policlinico San Matteo Foundation, Pavia, Italy.,Department of Internal Medicine and Therapeutics, University of Pavia, Pavia, Italy
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7
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Okazaki S, Watanabe R, Kondo H, Kudo M, Harigae H, Fujii H. High Relapse Rate in Patients with Polymyalgia Rheumatica despite the Combination of Immunosuppressants and Prednisolone: A Single Center Experience of 89 patients. TOHOKU J EXP MED 2021; 251:125-133. [PMID: 32581186 DOI: 10.1620/tjem.251.125] [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: 11/18/2022]
Abstract
Polymyalgia rheumatica (PMR) is an inflammatory disorder in the elderly and is characterized by pain in the shoulders and lower back. Previous studies from western countries have shown that relapse is frequent; however, there are only a few reports on the relapse rate in Japan. Here we examined the relapse rate, and sought to identify factors that predict recurrence in patients with PMR. Of 110 patients who fulfilled the Bird's criteria for PMR between May 2011 and June 2019, 21 patients were excluded, and the remaining 89 patients were followed up until July 2019. Relapse was defined when clinical symptoms were exacerbated and serum C-reactive protein level increased. The relapse-free survival curves were plotted using the Kaplan-Meier method, and log-rank test was used for statistical analysis. The mean age of the 89 patients (50 males and 39 females) was 71.8 years. The mean dose of initial prednisolone (PSL) was 11.8 mg/day. The 1-, 3-, and 5-year relapse-free survival rates were 81.6%, 58.0%, and 52.3% (N = 59, 21, and 7), respectively. In patients who experienced recurrence, the 1- and 3-year second relapse-free survival rates were 58.3% and 27.3% (N = 18 and 3), respectively. Immunosuppressants, such as methotrexate and tacrolimus, were added to PSL in 19 of 30 patients who experienced relapse at the discretion of the attending physicians; however, none of the immunosuppressants worked for preventing second relapses and had steroid-sparing effects. These results indicate that effective immunosuppressants are required to suppress relapse in the treatment of PMR.
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Affiliation(s)
- Soshi Okazaki
- Department of Rheumatology, Osaki Citizen Hospital.,Department of Hematology and Rheumatology, Tohoku University Graduate School of Medicine
| | - Ryu Watanabe
- Department of Rheumatology, Osaki Citizen Hospital.,Department of Hematology and Rheumatology, Tohoku University Graduate School of Medicine
| | - Hinako Kondo
- Department of Rheumatology, Osaki Citizen Hospital.,Department of Nephrology and Endocrinology, Osaki Citizen Hospital
| | - Masataka Kudo
- Department of Rheumatology, Osaki Citizen Hospital.,Department of Nephrology and Endocrinology, Osaki Citizen Hospital
| | - Hideo Harigae
- Department of Hematology and Rheumatology, Tohoku University Graduate School of Medicine
| | - Hiroshi Fujii
- Department of Hematology and Rheumatology, Tohoku University Graduate School of Medicine
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8
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Koga T, Kawakami A, Tsokos GC. Current insights and future prospects for the pathogenesis and treatment for rheumatoid arthritis. Clin Immunol 2021; 225:108680. [DOI: 10.1016/j.clim.2021.108680] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 01/16/2021] [Indexed: 12/27/2022]
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9
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Kida D, Takahashi N, Kaneko A, Hirano Y, Fujibayashi T, Kanayama Y, Hanabayashi M, Yabe Y, Takagi H, Oguchi T, Kato T, Funahashi K, Matsumoto T, Ando M, Kuwatsuka Y, Tanaka E, Yasuoka H, Kaneko Y, Hirata S, Murakami K, Sobue Y, Nishiume T, Suzuki M, Yokota Y, Terabe K, Asai S, Ishiguro N, Kojima T. A retrospective analysis of the relationship between anti-cyclic citrullinated peptide antibody and the effectiveness of abatacept in rheumatoid arthritis patients. Sci Rep 2020; 10:19717. [PMID: 33184461 PMCID: PMC7661716 DOI: 10.1038/s41598-020-76842-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 11/02/2020] [Indexed: 11/09/2022] Open
Abstract
This study aimed to evaluate the effectiveness of abatacept (ABA) by anti-cyclic citrullinated peptide (ACPA) status on disease activity as well as radiographic progression in patients with rheumatoid arthritis (RA) in clinical settings. A retrospective cohort study was conducted using data from a multicenter registry. Data from a total of 553 consecutive RA patients treated with intravenous ABA were included. We primarily compared the status of disease activity (SDAI) and radiographic progression (van der Heijde modified total Sharp score: mTSS) between the ACPA-negative (N = 107) and ACPA-positive (N = 446) groups. 'ACPA positive' was defined as ≥ 13.5 U/mL of anti-CCP antibody. Baseline characteristics between groups were similar. The proportion of patients who achieved low disease activity (LDA; SDAI ≤ 11) at 52 weeks was significantly higher in the ACPA-positive group. Multivariate logistic regression analysis identified ACPA positivity as an independent predictor for achievement of LDA at 52 weeks. Drug retention rate at 52 weeks estimated by the Kaplan-Meier curve was significantly higher in the ACPA-positive group. Achievement rate of structural remission (ΔmTSS ≤ 0.5) at 52 weeks was similar between groups. ABA treatment demonstrated a significantly higher clinical response and higher drug retention rate in ACPA-positive patients. Progression of joint destruction was similar between the ACPA-negative and ACPA-positive groups. Close attention should be paid to joint destruction even in patients showing a favorable response to ABA, especially when the ACPA status is positive.
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Affiliation(s)
- Daihei Kida
- Department of Orthopedic Surgery and Rheumatology, Nagoya Medical Center, 4-1-1 Sanno-maru, Naka-ku, Nagoya, Aichi, Japan
| | - Nobunori Takahashi
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan.
| | - Atsushi Kaneko
- Department of Orthopedic Surgery and Rheumatology, Nagoya Medical Center, 4-1-1 Sanno-maru, Naka-ku, Nagoya, Aichi, Japan
| | - Yuji Hirano
- Department of Rheumatology, Toyohashi Municipal Hospital, 50 Hakken-nishi, Aotake-cho, Toyohashi, Japan
| | - Takayoshi Fujibayashi
- Department of Orthopedic Surgery, Konan Kosei Hospital, 137 Oomatsubara, Takaya-cho, Konan, Aichi, Japan
| | - Yasuhide Kanayama
- Department of Orthopedic Surgery, Toyota Kosei Hospital, 500-1 Ibohara, Josui-cho, Toyota, Aichi, Japan
| | - Masahiro Hanabayashi
- Department of Orthopedic Surgery, Ichinomiya Municipal Hospital, 2-2-22 Bunkyo, Ichinomiya, Aichi, Japan
| | - Yuichiro Yabe
- Department of Rheumatology, Tokyo Shinjuku Medical Center, 5-1 Tsukudo-cho, Shinjuku-ku, Tokyo, Japan
| | - Hideki Takagi
- Department of Orthopedic Surgery, Nagoya Central Hospital, 3-7-7 Taiko, Nakamura-ku, Nagoya, Aichi, Japan
| | - Takeshi Oguchi
- Department of Orthopedic Surgery, Anjo Kosei Hospital, 28 Higashihirokute, Anjo, Aichi, Japan
| | - Takefumi Kato
- Kato Orthopedic Clinic, 8-4 Minami-myoudaiji-cho, Okazaki, Aichi, Japan
| | - Koji Funahashi
- Department of Orthopedic Surgery, Kariya-Toyota General Hospital, 5-15 Sumiyoshi-cho, Kariya, Aichi, Japan
| | - Takuya Matsumoto
- Department of Orthopedic Surgery, Shizuoka Kosei Hospital, 23 Kitaban-cho, Aoi-ku, Shizuoka, Japan
| | - Masahiko Ando
- Department of Advanced Medicine, Nagoya University Hospital, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, Japan
| | - Yachiyo Kuwatsuka
- Department of Advanced Medicine, Nagoya University Hospital, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, Japan
| | - Eiichi Tanaka
- Department of Rheumatology, School of Medicine, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, Japan
| | - Hidekata Yasuoka
- Division of Rheumatology, Department of Internal Medicine, Fujita Health University School of Medicine, 1-98 Dengakugakubo, Kutsukake-cho, Toyoake, Aichi, Japan
| | - Yuko Kaneko
- Department of Internal Medicine, Keio University Hospital, 35 Shinanomachi, Shinjuku-ku, Tokyo, Japan
| | - Shintaro Hirata
- Department of Clinical Immunology and Rheumatology, Hiroshima University Hospital, 1-2-3 Kasumi, Minami-ku, Hiroshima, Japan
| | - Kosaku Murakami
- Department of Rheumatology and Clinical Immunology, Kyoto University Graduate School of Medicine, 54 Kawaharacho, Shogoin, Sakyo-ku, Kyoto, Japan
| | - Yasumori Sobue
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan
| | - Tsuyoshi Nishiume
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan
| | - Mochihito Suzuki
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan
| | - Yutaka Yokota
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan
| | - Kenya Terabe
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan
| | - Shuji Asai
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan
| | - Naoki Ishiguro
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan
| | - Toshihisa Kojima
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan
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10
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Ziegelasch M, Boman A, Martinsson K, Thyberg I, Jacobs C, Nyhäll-Wåhlin BM, Svärd A, Berglin E, Rantapää-Dahlqvist S, Skogh T, Kastbom A. Anti-cyclic citrullinated peptide antibodies are associated with radiographic damage but not disease activity in early rheumatoid arthritis diagnosed in 2006-2011. Scand J Rheumatol 2020; 49:434-442. [PMID: 32856532 DOI: 10.1080/03009742.2020.1771761] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Objective: The discovery of anti-citrullinated protein antibodies (ACPAs) and the introduction of new therapeutic options have had profound impacts on early rheumatoid arthritis (RA) care. Since ACPA status, most widely assessed as reactivity to cyclic citrullinated peptides (CCPs), influences treatment decisions in early RA, we aimed to determine whether anti-CCP remains a predictor of disease activity and radiographic joint damage in more recent 'real-world' early RA. Method: Two observational early RA cohorts from Sweden enrolled patients in 1996-1999 (TIRA-1, n = 239) and 2006-2009 (TIRA-2, n = 444). Clinical and radiographic data and ongoing treatment were prospectively collected up to 3 years. Two other cohorts served as confirmation cohorts (TRAM-1, with enrolment 1996-2000, n = 249; and TRAM-2, 2006-2011, n = 528). Baseline anti-CCP status was related to disease activity, pharmacotherapy, and radiographic joint damage according to Larsen score. Results: In the TIRA-1 cohort, anti-CCP-positive patients had significantly higher 28-joint Disease Activity Score, swollen joint count, C-reactive protein level, and erythrocyte sedimentation rate during follow-up compared with anti-CCP-negative patients. In TIRA-2, no such differences were found, but baseline anti-CCP positivity was associated with higher 3 year Larsen score (5.4 vs 3.5, p = 0.039). In TRAM-2, anti-CCP also predicted radiographic damage (8.9 vs 6.7, p = 0.027), with no significant differences in disease activity. Conclusion: In the early RA cohorts recruiting patients in 2006-2011, baseline anti-CCP positivity was not associated with disease activity over time, but was associated with increased radiographic damage at follow-up. Hence, close radiographic monitoring is warranted in early anti-CCP-positive RA regardless of disease activity.
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Affiliation(s)
- M Ziegelasch
- Department of Rheumatology in Östergötland, and Department of Biomedical and Clinical Sciences, Linköping University , Linköping, Sweden
| | - A Boman
- Department of Public Health and Clinical Medicine, Rheumatology, Umeå University , Umeå, Sweden
| | - K Martinsson
- Department of Rheumatology in Östergötland, and Department of Biomedical and Clinical Sciences, Linköping University , Linköping, Sweden
| | - I Thyberg
- Department of Rheumatology in Östergötland, and Department of Biomedical and Clinical Sciences, Linköping University , Linköping, Sweden
| | - C Jacobs
- Department of Rheumatology in Östergötland, and Department of Biomedical and Clinical Sciences, Linköping University , Linköping, Sweden
| | | | - A Svärd
- Department of Rheumatology, Falun Hospital, Falun, Sweden.,Center for Clinical Research Dalarna, Uppsala University , Uppsala, Sweden
| | - E Berglin
- Department of Public Health and Clinical Medicine, Rheumatology, Umeå University , Umeå, Sweden
| | - S Rantapää-Dahlqvist
- Department of Public Health and Clinical Medicine, Rheumatology, Umeå University , Umeå, Sweden
| | - T Skogh
- Department of Rheumatology in Östergötland, and Department of Biomedical and Clinical Sciences, Linköping University , Linköping, Sweden
| | - A Kastbom
- Department of Rheumatology in Östergötland, and Department of Biomedical and Clinical Sciences, Linköping University , Linköping, Sweden
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11
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Wu CY, Yang HY, Lai JH. Anti-Citrullinated Protein Antibodies in Patients with Rheumatoid Arthritis: Biological Effects and Mechanisms of Immunopathogenesis. Int J Mol Sci 2020; 21:ijms21114015. [PMID: 32512739 PMCID: PMC7312469 DOI: 10.3390/ijms21114015] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 05/30/2020] [Accepted: 06/02/2020] [Indexed: 12/11/2022] Open
Abstract
Individuals with high anti-citrullinated protein antibody (ACPA) titers have an increased risk of developing rheumatoid arthritis (RA). Although our knowledge of the generation and production of ACPAs has continuously advanced during the past decade, our understanding on the pathogenic mechanisms of how ACPAs interact with immune cells to trigger articular inflammation is relatively limited. Citrullination disorders drive the generation and maintenance of ACPAs, with profound clinical significance in patients with RA. The loss of tolerance to citrullinated proteins, however, is essential for ACPAs to exert their pathogenicity. N-linked glycosylation, cross-reactivity and the structural interactions of ACPAs with their citrullinated antigens further direct their biological functions. Although questions remain in the pathogenicity of ACPAs acting as agonists for a receptor-mediated response, immune complex (IC) formation, complement system activation, crystallizable fragment gamma receptor (FcγR) activation, cross-reactivity to joint cartilage and neutrophil extracellular trap (NET)-related mechanisms have all been suggested recently. This paper presents a critical review of the characteristics and possible biological effects and mechanisms of the immunopathogenesis of ACPAs in patients with RA.
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Affiliation(s)
- Chao-Yi Wu
- Division of Allergy, Asthma, and Rheumatology, Department of Pediatrics, Chang Gung Memorial Hospital, Taoyuan 333, Taiwan;
- Chang Gung University, College of Medicine, Taoyuan 333, Taiwan;
| | - Huang-Yu Yang
- Chang Gung University, College of Medicine, Taoyuan 333, Taiwan;
- Department of Nephrology, Chang Gung Memorial Hospital, Taoyuan 333, Taiwan
| | - Jenn-Haung Lai
- Division of Allergy, Immunology, and Rheumatology, Department of Internal Medicine, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan 333, Taiwan
- Graduate Institute of Medical Science, National Defense Medical Center, Taipei 114, Taiwan
- Correspondence: ; Tel.: +886-2-8791-8382; Fax: +886-2-8791-8382
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12
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Autoantibodies against a novel citrullinated fibrinogen peptide related to smoking status, disease activity and therapeutic response to methotrexate in cuban patients with early rheumatoid arthritis. Rheumatol Int 2020; 40:1873-1881. [DOI: 10.1007/s00296-020-04580-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Accepted: 04/07/2020] [Indexed: 02/07/2023]
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13
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Harrold LR, Shan Y, Connolly SE, Alemao E, Rebello S, Guo L, Kremer JM. Association among anti-citrullinated protein antibody status, erosive disease and healthcare resource utilization in patients with rheumatoid arthritis. Curr Med Res Opin 2020; 36:337-342. [PMID: 31612736 DOI: 10.1080/03007995.2019.1680354] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Objective: To characterize the rate of healthcare resource utilization (HCRU) between anti-cyclic citrullinated peptide (CCP; a surrogate for anti-citrullinated protein antibodies [ACPAs]) positive (+) patients with rheumatoid arthritis (RA), either with or without erosions, who initiated biologic disease-modifying antirheumatic drug (bDMARD) treatment.Methods: Data from the Corrona RA registry, a prospective registry of adult patients with RA from 177 sites across 42 states in the US, were analyzed. Annual rates of HCRU (measured based on rates of all-cause hospitalization, joint surgery, imaging procedures and use of assistive devices) were estimated in anti-CCP + patients with and without erosions following bDMARD initiation using a Poisson regression model.Results: Among the 3333 patients with known anti-CCP and erosion status and 12-month post-bDMARD follow-up information in the Corrona registry, 2047 were anti-CCP + and included in this analysis; 868 with and 1179 without erosions. Baseline characteristics were generally well balanced between patients with and without erosions; however, those with erosions had a longer mean RA duration and a higher prior DMARD use. Over 12 months, among anti-CCP + patients, those with erosions had significantly higher rates of all HCRU, except joint surgery, than those without erosions. Age-adjusted risk ratios (95% confidence interval) were as follows: all-cause hospitalization, 1.47 (1.14, 1.90); all-cause imaging, 1.25 (1.03, 1.53); and assistive device use 1.12 (1.00, 1.25). The rate of joint surgery visits was also numerically higher in patients with versus without erosion.Conclusions: ACPA seropositivity with erosive disease was associated with higher rates of HCRU compared with seropositivity without erosions. These findings suggest that providers may want to manage anti-CCP + patients aggressively to achieve better disease control to prevent the development of erosions and the associated increase in HCRU.
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Affiliation(s)
| | | | | | - Evo Alemao
- Bristol-Myers Squibb, Princeton, NJ, USA
| | | | - Lin Guo
- Corrona, LLC, Waltham, MA, USA
| | - Joel M Kremer
- Albany Medical College and The Center for Rheumatology, Albany, NY, USA
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14
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Takeuchi T, Soen S, Ishiguro N, Yamanaka H, Tanaka S, Kobayashi M, Okubo N, Nitta T, Tanaka Y. Predictors of new bone erosion in rheumatoid arthritis patients receiving conventional synthetic disease-modifying antirheumatic drugs: Analysis of data from the DRIVE and DESIRABLE studies. Mod Rheumatol 2020; 31:34-41. [PMID: 31826682 DOI: 10.1080/14397595.2019.1703484] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE To investigate new bone erosion and cartilage destruction predictors in rheumatoid arthritis (RA) patients treated with conventional synthetic disease-modifying antirheumatic drugs (csDMARDs). METHODS Placebo-treated patient data from two 12-month, randomized, double-blind, phase 2 (DRIVE) and 3 (DESIRABLE) trials that evaluated denosumab efficacy in csDMARD-treated RA patients were used. Change from baseline in erosion score (ES) of ≥1.0 at 12 months was considered new bone erosion; predictors were identified using a multivariate model. RESULTS Among 306 patients, mean ± standard deviation disease activity score 28-C-reactive protein (CRP) at baseline was 3.58 ± 1.03. New bone erosion was observed in 90 patients (29.4%). Univariate analysis identified female sex, anti-cyclic citrullinated peptide (CCP) antibody positivity, rheumatoid factor (RF) positivity, tender joint count ≥6, CRP ≥0.3 mg/dL, erythrocyte sedimentation rate (ESR) ≥28 mm/h, and baseline ES ≥3 as significant predictors for new bone erosion. In multivariate analysis, predictors were anti-CCP antibody positivity, CRP ≥0.3 mg/dL, and baseline ES ≥3; RF and ESR were excluded as they strongly correlated with anti-CCP antibody and CRP, respectively. CONCLUSION In RA patients treated with csDMARDs, new bone erosion predictors were seropositivity, elevated inflammatory markers, and baseline ES ≥3. TRIAL REGISTRATION NUMBER DRIVE, JapicCTI-101263; DESIRABLE, NCT01973569.
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Affiliation(s)
- Tsutomu Takeuchi
- Department of Internal Medicine, Division of Rheumatology, Keio University School of Medicine, Tokyo, Japan
| | - Satoshi Soen
- Department of Orthopaedic Surgery and Rheumatology, Kindai University Nara Hospital, Nara, Japan
| | - Naoki Ishiguro
- Department of Orthopaedics/Rheumatology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | | | - Sakae Tanaka
- Orthopaedic Surgery and Spinal Surgery, The University of Tokyo Hospital, Tokyo, Japan
| | - Makiko Kobayashi
- Medical Science Department, Medical Affairs Division, Daiichi Sankyo Co. Ltd, Tokyo, Japan
| | - Naoki Okubo
- Biostatistics and Data Management Department, R&D Division, Daiichi Sankyo Co. Ltd, Tokyo, Japan
| | - Takaya Nitta
- Clinical Development Department, R&D Division, Daiichi Sankyo Co. Ltd, Tokyo, Japan
| | - Yoshiya Tanaka
- The First Department of Internal Medicine, School of Medicine, Graduate School of Medical Science, University of Occupational and Environmental Health, Kitakyushu, Japan
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15
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Okazaki S, Watanabe R, Harigae H, Fujii H. Better Retention of Abatacept Is Associated with High Rheumatoid Factor: A Five-Year Follow-Up Study of Patients with Rheumatoid Arthritis. TOHOKU J EXP MED 2020; 250:153-159. [DOI: 10.1620/tjem.250.153] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Affiliation(s)
| | - Ryu Watanabe
- Department of Rheumatology, Osaki Citizen Hospital
- Department of Hematology and Rheumatology, Tohoku University Graduate School of Medicine
| | - Hideo Harigae
- Department of Hematology and Rheumatology, Tohoku University Graduate School of Medicine
| | - Hiroshi Fujii
- Department of Hematology and Rheumatology, Tohoku University Graduate School of Medicine
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16
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Volkov M, van Schie KA, van der Woude D. Autoantibodies and B Cells: The ABC of rheumatoid arthritis pathophysiology. Immunol Rev 2019; 294:148-163. [PMID: 31845355 PMCID: PMC7065213 DOI: 10.1111/imr.12829] [Citation(s) in RCA: 74] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Accepted: 11/07/2019] [Indexed: 12/16/2022]
Abstract
Rheumatoid arthritis (RA) is an autoimmune disease characterized by joint inflammation. In the last few decades, new insights into RA‐specific autoantibodies and B cells have greatly expanded our understanding of the disease. The best‐known autoantibodies in RA—rheumatoid factor (RF) and anti‐citrullinated protein antibodies (ACPA)—are present long before disease onset, and both responses show signs of maturation around the time of the first manifestation of arthritis. A very intriguing characteristic of ACPA is their remarkably high abundance of variable domain glycans. Since these glycans may convey an important selection advantage of citrulline‐reactive B cells, they may be the key to understanding the evolution of the autoimmune response. Recently discovered autoantibodies targeting other posttranslational modifications, such as anti‐carbamylated and anti‐acetylated protein antibodies, appear to be closely related to ACPA, which makes it possible to unite them under the term of anti‐modified protein antibodies (AMPA). Despite the many insights gained about these autoantibodies, it is unclear whether they are pathogenic or play a causal role in disease development. Autoreactive B cells from which the autoantibodies originate have also received attention as perhaps more likely disease culprits. The development of autoreactive B cells in RA largely depends on the interaction with T cells in which HLA “shared epitope” and HLA DERAA may play an important role. Recent technological advances made it possible to identify and characterize citrulline‐reactive B cells and acquire ACPA monoclonal antibodies, which are providing valuable insights and help to understand the nature of the autoimmune response underlying RA. In this review, we summarize what is currently known about the role of autoantibodies and autoreactive B cells in RA and we discuss the most prominent hypotheses aiming to explain the origins and the evolution of autoimmunity in RA.
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Affiliation(s)
- Mikhail Volkov
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Karin Anna van Schie
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Diane van der Woude
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
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17
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Hirano T, Nishide M, Nonaka N, Seita J, Ebina K, Sakurada K, Kumanogoh A. Development and validation of a deep-learning model for scoring of radiographic finger joint destruction in rheumatoid arthritis. Rheumatol Adv Pract 2019; 3:rkz047. [PMID: 31872173 PMCID: PMC6921374 DOI: 10.1093/rap/rkz047] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Revised: 11/04/2019] [Indexed: 12/15/2022] Open
Abstract
Objective The purpose of this research was to develop a deep-learning model to assess radiographic finger joint destruction in RA. Methods The model comprises two steps: a joint-detection step and a joint-evaluation step. Among 216 radiographs of 108 patients with RA, 186 radiographs were assigned to the training/validation dataset and 30 to the test dataset. In the training/validation dataset, images of PIP joints, the IP joint of the thumb or MCP joints were manually clipped and scored for joint space narrowing (JSN) and bone erosion by clinicians, and then these images were augmented. As a result, 11 160 images were used to train and validate a deep convolutional neural network for joint evaluation. Three thousand seven hundred and twenty selected images were used to train machine learning for joint detection. These steps were combined as the assessment model for radiographic finger joint destruction. Performance of the model was examined using the test dataset, which was not included in the training/validation process, by comparing the scores assigned by the model and clinicians. Results The model detected PIP joints, the IP joint of the thumb and MCP joints with a sensitivity of 95.3% and assigned scores for JSN and erosion. Accuracy (percentage of exact agreement) reached 49.3–65.4% for JSN and 70.6–74.1% for erosion. The correlation coefficient between scores by the model and clinicians per image was 0.72–0.88 for JSN and 0.54–0.75 for erosion. Conclusion Image processing with the trained convolutional neural network model is promising to assess radiographs in RA.
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Affiliation(s)
- Toru Hirano
- Department of Respiratory Medicine and Clinical Immunology, Internal Medicine, Graduate School of Medicine, Osaka University, Suita, Osaka
| | - Masayuki Nishide
- Department of Respiratory Medicine and Clinical Immunology, Internal Medicine, Graduate School of Medicine, Osaka University, Suita, Osaka
| | - Naoki Nonaka
- Medical Sciences Innovation Hub Program, RIKEN, Yokohama, Kanagawa
| | - Jun Seita
- Medical Sciences Innovation Hub Program, RIKEN, Yokohama, Kanagawa
| | - Kosuke Ebina
- Department of Musculoskeletal Regenerative Medicine, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
| | | | - Atsushi Kumanogoh
- Department of Respiratory Medicine and Clinical Immunology, Internal Medicine, Graduate School of Medicine, Osaka University, Suita, Osaka
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18
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Multiple hit infection and autoimmunity: the dysbiotic microbiota-ACPA connection in rheumatoid arthritis. Curr Opin Rheumatol 2019. [PMID: 29538012 DOI: 10.1097/bor.0000000000000503] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
PURPOSE OF REVIEW This review highlights the most recent data obtained in this field and provides clues toward the better understanding of the close interplay between microbiota and host, leading to autoimmune diseases. RECENT FINDINGS A well-described model of microbiota/host interaction of relevance to autoimmunity is linking anti-citrullinated peptide antibody positive rheumatoid arthritis and alterations of microbiota largely concentrating on Porphyromonas gingivalis and more recently of Aggregatibacter actinomycetemcomitans and Prevotella copri. SUMMARY The perception of the classical link between microbial infection and development of autoimmune disease has evolved to the more recent concept of the connection between the microbiome/dysbiosis and breaking of immunological tolerance.
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19
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Joo YB, Park YJ, Park KS, Kim KJ. Association of cumulative anti-cyclic citrullinated protein antibodies with radiographic progression in patients with rheumatoid arthritis. Clin Rheumatol 2019; 38:2423-2432. [PMID: 31049760 DOI: 10.1007/s10067-019-04554-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2018] [Revised: 04/01/2019] [Accepted: 04/08/2019] [Indexed: 10/26/2022]
Abstract
INTRODUCTION Antibody against cyclic citrullinated protein (ACPA) is counted as one of the most important biomarkers in diagnosis, classification, and prognosis of rheumatoid arthritis (RA). We examined the evolution of ACPA during disease course and assess predictive value of time-weighted cumulative ACPA titer on radiographic progression in RA patients. METHOD A group of 734 patients with RA was followed longitudinally over 2 years, with annual measurements of ACPA. The cumulative titers of ACPA were calculated using the trapezoidal rule and were divided into three categories: negative, low-to-moderate, and high. Radiographs of the hands were scored with the modified Sharp score (SHS). Multivariable logistic regression models were performed to identify independent predictors over follow-up for individual patients with different combinations of risk factors. The effect size was computed by Cohen's d method. RESULTS The patients with radiographic progression had a higher SHS at baseline; and smoking status, diabetes, RF positivity, and use of biologic DMARDs were independently associated with radiographic progression (all P < 0.05). As for ACPA, reversion happened more commonly in men and was associated with younger onset age and lower titer at baseline, but it had no direct relevance to radiographic outcome. In multivariable regression analysis, only high cumulative or baseline titer of ACPA had a predictive power for rapid radiographic progression (all P < 0.05), and cumulative ACPA titer was superior in terms of statistical significance (Cohen's d, 0.637 versus 0.583). CONCLUSIONS High cumulative ACPA titer was independently associated with accelerated radiographic progression, especially with initiation of joint damage.
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Affiliation(s)
- Young Bin Joo
- Division of Rheumatology, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, 93 Jungbu-daero, Paldal-gu, Suwon, Gyeonggi-do, 16247, Republic of Korea
| | - Yune-Jung Park
- Division of Rheumatology, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, 93 Jungbu-daero, Paldal-gu, Suwon, Gyeonggi-do, 16247, Republic of Korea
| | - Kyung-Su Park
- Division of Rheumatology, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, 93 Jungbu-daero, Paldal-gu, Suwon, Gyeonggi-do, 16247, Republic of Korea
| | - Ki-Jo Kim
- Division of Rheumatology, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, 93 Jungbu-daero, Paldal-gu, Suwon, Gyeonggi-do, 16247, Republic of Korea.
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Giacomelli R, Afeltra A, Alunno A, Bartoloni-Bocci E, Berardicurti O, Bombardieri M, Bortoluzzi A, Caporali R, Caso F, Cervera R, Chimenti MS, Cipriani P, Coloma E, Conti F, D'Angelo S, De Vita S, Di Bartolomeo S, Distler O, Doria A, Feist E, Fisher BA, Gerosa M, Gilio M, Guggino G, Liakouli V, Margiotta DPE, Meroni P, Moroncini G, Perosa F, Prete M, Priori R, Rebuffi C, Ruscitti P, Scarpa R, Shoenfeld Y, Todoerti M, Ursini F, Valesini G, Vettori S, Vitali C, Tzioufas AG. Guidelines for biomarkers in autoimmune rheumatic diseases - evidence based analysis. Autoimmun Rev 2019; 18:93-106. [PMID: 30408582 DOI: 10.1016/j.autrev.2018.08.003] [Citation(s) in RCA: 85] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Accepted: 08/11/2018] [Indexed: 12/21/2022]
Abstract
Autoimmune rheumatic diseases are characterised by an abnormal immune system response, complement activation, cytokines dysregulation and inflammation. In last years, despite many progresses in managing these patients, it has been shown that clinical remission is reached in less than 50% of patients and a personalised and tailored therapeutic approach is still lacking resulting in a significant gap between guidelines and real-world practice. In this context, the need for biomarkers facilitating early diagnosis and profiling those individuals at the highest risk for a poor outcome has become of crucial interest. A biomarker generally refers to a measured characteristic which may be used as an indicator of some biological state or condition. Three different types of medical biomarkers has been suggested: i. mechanistic markers; ii. clinical disease markers; iii. therapeutic markers. A combination of biomarkers from these different groups could be used for an ideal more accurate diagnosis and treatment. However, although a growing body of evidence is focused on improving biomarkers, a significant amount of this information is not integrated on standard clinical care. The overarching aim of this work was to clarify the meaning of specific biomarkers during autoimmune diseases; their possible role in confirming diagnosis, predicting outcome and suggesting specific treatments.
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Affiliation(s)
- Roberto Giacomelli
- Department of Biotechnological and Applied Clinical Science, Rheumatology Unit, School of Medicine, University of L'Aquila, Delta 6 Building, Via dell'Ospedale, 67100 L'Aquila, Italy.
| | - Antonella Afeltra
- Department of Medicine, Unit of Allergology, Immunology, Rheumatology, Campus Bio-Medico University of Rome, Via Álvaro del Portillo 21, 00128 Rome, Italy
| | - Alessia Alunno
- Rheumatology Unit, Department of Medicine, University of Perugia, Perugia, Italy
| | | | - Onorina Berardicurti
- Department of Biotechnological and Applied Clinical Science, Rheumatology Unit, School of Medicine, University of L'Aquila, Delta 6 Building, Via dell'Ospedale, 67100 L'Aquila, Italy
| | - Michele Bombardieri
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Queen Mary University of London, London, UK
| | - Alessandra Bortoluzzi
- Department of Medical Science, Section of Rheumatology, University of Ferrara and Azienda Ospedaliero-Universitaria S.Anna, Cona, Ferrara, Italy
| | - Roberto Caporali
- IRCCS Policlinico San Matteo Foundation, Division of Rheumatology, University of Pavia, Pavia, Italy
| | - Francesco Caso
- Department of Clinical Medicine and Surgery, Rheumatology Unit, University of Naples Federico II, Naples, Italy
| | - Ricard Cervera
- Department of Autoimmune Diseases, Hospital Clínic, Barcelona, Catalonia, Spain
| | - Maria Sole Chimenti
- Department of Medicina dei Sistemi, Rheumatology, Allergology and Clinical Immunology, University of Rome Tor Vergata, Rome, Italy
| | - Paola Cipriani
- Department of Biotechnological and Applied Clinical Science, Rheumatology Unit, School of Medicine, University of L'Aquila, Delta 6 Building, Via dell'Ospedale, 67100 L'Aquila, Italy
| | - Emmanuel Coloma
- Department of Autoimmune Diseases, Hospital Clínic, Barcelona, Catalonia, Spain
| | - Fabrizio Conti
- Department of Internal Medicine and Medical Specialties, Rheumatology Unit, Sapienza University of Rome, Rome, Italy
| | - Salvatore D'Angelo
- PhD Scholarship in Life Sciences, Department of Health Sciences, University of Catanzaro "Magna Graecia", Catanzaro, Italy
| | - Salvatore De Vita
- Department of Medical and Biological Sciences, Rheumatology Clinic, Azienda Ospedaliero Universitaria S. Maria della Misericordia, University of Udine, Udine, Italy
| | - Salvatore Di Bartolomeo
- Department of Biotechnological and Applied Clinical Science, Rheumatology Unit, School of Medicine, University of L'Aquila, Delta 6 Building, Via dell'Ospedale, 67100 L'Aquila, Italy
| | - Oliver Distler
- Department of Rheumatology, University Hospital Zurich, Zurich, Switzerland
| | - Andrea Doria
- Rheumatology Unit, Department of Medicine, DIMED, University of Padua, Padua, Italy
| | - Eugen Feist
- Department of Rheumatology and Clinical Immunology of the Charité, Universitätsmedizin Berlin, Berlin, Germany
| | - Benjamin A Fisher
- Rheumatology Research Group and Arthritis Research UK Rheumatoid Arthritis Pathogenesis Centre of Excellence (RACE), University of Birmingham, Birmingham, UK; Department of Rheumatology, University Hospitals Birmingham NHS Trust, Birmingham, UK
| | - Maria Gerosa
- Immunorheumatology Research Laboratory, Istituto Auxologico Italiano, Milan, Italy
| | - Michele Gilio
- PhD Scholarship in Life Sciences, Department of Health Sciences, University of Catanzaro "Magna Graecia", Catanzaro, Italy
| | - Giuliana Guggino
- Dipartimento Biomedico di Medicina Interna e Specialistica, Rheumatology section, University of Palermo, Italy
| | - Vasiliki Liakouli
- Department of Biotechnological and Applied Clinical Science, Rheumatology Unit, School of Medicine, University of L'Aquila, Delta 6 Building, Via dell'Ospedale, 67100 L'Aquila, Italy
| | - Domenico Paolo Emanuele Margiotta
- Department of Medicine, Unit of Allergology, Immunology, Rheumatology, Campus Bio-Medico University of Rome, Via Álvaro del Portillo 21, 00128 Rome, Italy
| | - Pierluigi Meroni
- Immunorheumatology Research Laboratory, Istituto Auxologico Italiano, Milan, Italy
| | - Gianluca Moroncini
- Department of Clinical and Molecular Sciences, Università Politecnica delle Marche, Ancona, Italy
| | - Federico Perosa
- Department of Biomedical Sciences and Human Oncology (DIMO), Systemic Rheumatic and Autoimmune Diseases Unit, University of Bari Medical School, Bari, Italy
| | - Marcella Prete
- Department of Biomedical Sciences and Human Oncology (DIMO), Systemic Rheumatic and Autoimmune Diseases Unit, University of Bari Medical School, Bari, Italy
| | - Roberta Priori
- Department of Internal Medicine and Medical Specialties, Rheumatology Unit, Sapienza University of Rome, Rome, Italy
| | - Chiara Rebuffi
- Grant Office and Scientific Documentation Center, IRCCS Policlinico San Matteo Foundation, Pavia, Italy
| | - Piero Ruscitti
- Department of Biotechnological and Applied Clinical Science, Rheumatology Unit, School of Medicine, University of L'Aquila, Delta 6 Building, Via dell'Ospedale, 67100 L'Aquila, Italy
| | - Raffaele Scarpa
- Department of Clinical Medicine and Surgery, Rheumatology Unit, University of Naples Federico II, Naples, Italy
| | - Yehuda Shoenfeld
- Zabludowitz Centre for Autoimmune Diseases, Sheba Medical Centre, Tel-Hashomer, Israel
| | - Monica Todoerti
- IRCCS Policlinico San Matteo Foundation, Division of Rheumatology, University of Pavia, Pavia, Italy
| | - Francesco Ursini
- Department of Health Sciences, University of Catanzaro "Magna Graecia", Catanzaro, Italy
| | - Guido Valesini
- Department of Internal Medicine and Medical Specialties, Rheumatology Unit, Sapienza University of Rome, Rome, Italy
| | - Serena Vettori
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy
| | | | - Athanasios G Tzioufas
- Pathophysiology Department, General Hospital of Athens "Laiko", Medical School, National and Kapodistrian University of Athens, Greece
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21
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Asteriou E, Gkoutzourelas A, Mavropoulos A, Katsiari C, Sakkas LI, Bogdanos DP. Curcumin for the Management of Periodontitis and Early ACPA-Positive Rheumatoid Arthritis: Killing Two Birds with One Stone. Nutrients 2018; 10:nu10070908. [PMID: 30012973 PMCID: PMC6073415 DOI: 10.3390/nu10070908] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Revised: 07/10/2018] [Accepted: 07/12/2018] [Indexed: 12/13/2022] Open
Abstract
We propose curcumin as a preventive measure to avoid/manage periodontitis (PD), and as a natural immunosuppressant for rheumatoid arthritis (RA). PD, mainly caused by Porphyromonas gingivalis forming biofilm and leading to tooth decay, is a major public health issue and a risk factor for the development of RA in humans. P. gingivalis is able to trigger experimental autoimmune arthritis in animal models and in humans can induce citrullinated peptides, which not only are a source of anti-citrullinated antibodies (ACPAs), but also participate in autoreactive responses and disease development. Curcumin appears to have efficient anti-bacterial activity against P. gingivalis infection and biofilm formation. In addition to antibacterial, anti-oxidant, and anti-inflammatory action, curcumin exerts unique immunosuppressant properties via the inhibition of Th17 pro-inflammatory responses and promotion of regulatory T cells, thus suppressing autoimmunity. We introduce curcumin as a natural product for the management of both PD and RA-related autoreactivity, possibly also as a preventive measure in early RA or individuals at high risk to develop RA.
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Affiliation(s)
- Eleni Asteriou
- Department of Rheumatology and Clinical Immunology, Faculty of Medicine, School of Health Sciences, University of Thessaly and University General Hospital of Larissa, 41110 Larissa, Greece.
| | - Athanasios Gkoutzourelas
- Department of Rheumatology and Clinical Immunology, Faculty of Medicine, School of Health Sciences, University of Thessaly and University General Hospital of Larissa, 41110 Larissa, Greece.
| | - Athanasios Mavropoulos
- Department of Rheumatology and Clinical Immunology, Faculty of Medicine, School of Health Sciences, University of Thessaly and University General Hospital of Larissa, 41110 Larissa, Greece.
| | - Christina Katsiari
- Department of Rheumatology and Clinical Immunology, Faculty of Medicine, School of Health Sciences, University of Thessaly and University General Hospital of Larissa, 41110 Larissa, Greece.
| | - Lazaros I Sakkas
- Department of Rheumatology and Clinical Immunology, Faculty of Medicine, School of Health Sciences, University of Thessaly and University General Hospital of Larissa, 41110 Larissa, Greece.
| | - Dimitrios P Bogdanos
- Department of Rheumatology and Clinical Immunology, Faculty of Medicine, School of Health Sciences, University of Thessaly and University General Hospital of Larissa, 41110 Larissa, Greece.
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22
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Heinlen L, Humphrey MB. Skeletal complications of rheumatoid arthritis. Osteoporos Int 2017; 28:2801-2812. [PMID: 28779302 DOI: 10.1007/s00198-017-4170-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Accepted: 07/20/2017] [Indexed: 12/27/2022]
Abstract
Rheumatoid arthritis (RA) is associated with local and systemic inflammation that induces many changes in the skeletal health. Locally, periarticular bone loss and juxta-articular bone erosions may occur while joint ankylosis, generalized bone loss, osteoporosis, and fractures may develop secondary to inflammation. The aim of this narrative review is to summarize the clinical evidence for abnormal skeletal health in RA, the effects of disease modifying anti-rheumatic drugs (DMARDS) on bone health, and the effects of drugs for the prevention or treatment of osteoporosis in the RA population.
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Affiliation(s)
- L Heinlen
- University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - M B Humphrey
- University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.
- Veterans Affairs Medical Center, Oklahoma City, OK, USA.
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