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Gui Y, Zhao J, Xie W, Huang H, Zhang Z. The universal presence of poor prognostic factors based on EULAR recommendations: A real-world study in 1164 Chinese RA patients. Joint Bone Spine 2023; 90:105633. [PMID: 37684001 DOI: 10.1016/j.jbspin.2023.105633] [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: 05/01/2023] [Revised: 08/02/2023] [Accepted: 08/24/2023] [Indexed: 09/10/2023]
Abstract
INTRODUCTION Poor prognostic factors (PPFs) have been used in assisting therapeutic decision-making in rheumatoid arthritis (RA). There are no standard lists of PPFs for RA, and whether PPFs can guide RA treatment remains controversial. OBJECTIVES To analyze the profile of PPF based on EULAR recommendations in RA patients and explore the necessity of considering these PPFs in adjusting therapy. METHODS Prognostic factors including erythrocyte sedimentation rate (ESR) and C-reactive protein (CRP), rheumatoid factor (RF), anti-citrullinated protein antibody (ACPA), swollen joint count (SJC), early erosions, and response to first conventional synthetic disease-modifying anti-rheumatic drugs (csDMARD) therapy in 1164 RA patients were collected. The profile of PPFs was graphically displayed. The correlation between different PPFs was analyzed. RESULTS Elevated ESR/CRP was presented in 746 (64%) patients, and positive RF/ACPA in 1021 (88%) patients. Two hundred and sixty-eight (23%) patients had≥4 swollen joints. Three hundred (26%) patients had moderate or high disease activity (MDA/HDA) despite csDMARD therapy. Failure of≥2 csDMARDs was found in 30% (224/740) of patients. One hundred and fifty-three out of 459 (33%) patients had early bone erosions, usually coexisted with other PPFs. Ninety-seven percent of RA patients had≥1 PPF. Being MDA/HDA≥3 months was significantly correlated with elevated ESR/CRP or high SJC, however uncorrelated with RF/ACPA positivity or early erosions. CONCLUSIONS PPFs are universally present in RA patients. The reasonability of guiding treatment strategies just based on the presence or absence of PPFs requires further investigation. The categories of PPFs can be simplified and the role of different PPFs combinations in guiding treatment needs to be explored.
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Affiliation(s)
- Yanni Gui
- Rheumatology, Clinical Immunology Department, Peking University First Hospital, 100034 Beijing, China
| | - Juan Zhao
- Rheumatology, Clinical Immunology Department, Peking University First Hospital, 100034 Beijing, China
| | - Wenhui Xie
- Rheumatology, Clinical Immunology Department, Peking University First Hospital, 100034 Beijing, China
| | - Hong Huang
- Rheumatology, Clinical Immunology Department, Peking University First Hospital, 100034 Beijing, China
| | - Zhuoli Zhang
- Rheumatology, Clinical Immunology Department, Peking University First Hospital, 100034 Beijing, China.
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Yoshii I, Chijiwa T, Sawada N. The impact of time length to Boolean remission for tight disease activity control after acquisition in rheumatoid arthritis patients. Sci Rep 2023; 13:13908. [PMID: 37626142 PMCID: PMC10457332 DOI: 10.1038/s41598-023-39711-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2021] [Accepted: 07/29/2023] [Indexed: 08/27/2023] Open
Abstract
Clinical importance of time length from initiation under treat-to-target (T2T) strategy to acquisition of clinical remission (TL) in treating patients with rheumatoid arthritis (RA) on disease activity control, daily activities, and quality of life maintenance was investigated. In patients who achieved Boolean remission once or more, relationship between TL and patients' background data at initiation, and relationship between TL and mean simplified disease activity score (SDAI), Health Assessment Questionnaire Disability Index (HAQ-DI) score, pain score with visual analog scale (PS-VAS), Sharp/van der Heijde Score (SHS) and quality of life score (QOLS) at the first remission and thereafter were evaluated statistically. Patients were divided into two groups whether TL was within 6 months or longer (G ≤ 6 and G > 6). Change of the parameters and Boolean remission rate (BRR) after the first remission between the two groups were compared statistically. In 465 patients, TL correlated significantly with the SDAI score, the HAQ score, PS-VAS, SHS, and the QOLS after the remission. The SDAI score and the BRR after the remission were significantly better in the G ≤ 6 than in the G > 6. TL is an important key to guarantee good and stable clinical course in treating under T2T.
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Affiliation(s)
- Ichiro Yoshii
- Department of Rheumatology and Musculoskeletal Medicine, Yoshii Hospital, 6-7-5 Nakamura-Ohashidori, Shimanto, Kochi, 787-0033, Japan.
| | - Tatsumi Chijiwa
- Department of Rheumatology, Kochi Memorial Hospital, 4-13 Shiromi-Cho, Kochi, Kochi, 780-0824, Japan
| | - Naoya Sawada
- Department of Rheumatology, Dohgo Onsen Hospital, 21-21 Himetsuka-Otsu, Matsuyama, Ehime, 790-0858, Japan
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Adams C, Nair N, Plant D, Verstappen SMM, Quach HL, Quach DL, Carvidi A, Nititham J, Nakamura M, Graf J, Barton A, Criswell LA, Barcellos LF. Identification of Cell-Specific Differential DNA Methylation Associated With Methotrexate Treatment Response in Rheumatoid Arthritis. Arthritis Rheumatol 2023; 75:1088-1097. [PMID: 36716083 PMCID: PMC10313739 DOI: 10.1002/art.42464] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 01/13/2023] [Accepted: 01/26/2023] [Indexed: 01/31/2023]
Abstract
OBJECTIVE We undertook this study to estimate changes in cell-specific DNA methylation (DNAm) associated with methotrexate (MTX) response using whole blood samples collected from rheumatoid arthritis (RA) patients before and after initiation of MTX treatment. METHODS Patients included in this study were from the Rheumatoid Arthritis Medication Study (n = 66) and the University of California San Francisco Rheumatoid Arthritis study (n = 11). All patients met the American College of Rheumatology RA classification criteria. Blood samples were collected at baseline and following treatment. Disease Activity Scores in 28 joints using the C-reactive protein level were collected at baseline and after 3-6 months of treatment with MTX. Methylation profiles were generated using the Illumina Infinium HumanMethylation450 and MethylationEPIC v1.0 BeadChip arrays using DNA from whole blood. MTX response was defined using the EULAR response criteria (responders showed good/moderate response; nonresponders showed no response). Differentially methylated positions were identified using the Limma software package and Tensor Composition Analysis, which is a method for identifying cell-specific differential DNAm at the CpG level from tissue-level ("bulk") data. Differentially methylated regions were identified using Comb-p software. RESULTS We found evidence of differential global methylation between treatment response groups. Further, we found patterns of cell-specific differential global methylation associated with MTX response. After correction for multiple testing, 1 differentially methylated position was associated with differential DNAm between responders and nonresponders at baseline in CD4+ T cells, CD8+ T cells, and natural killer cells. Thirty-nine cell-specific differentially methylated regions associated with MTX treatment response were identified. There were no significant findings in analyses of whole blood samples. CONCLUSION We identified cell-specific changes in DNAm that were associated with MTX treatment response in RA patients. Future studies of DNAm and MTX treatment response should include measurements of DNAm from sorted cells.
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Affiliation(s)
- Cameron Adams
- School of Public Health, University of CaliforniaBerkeley
| | - Nisha Nair
- Centre of Genetics and Genomics Versus Arthritis, Manchester Academic Health Sciences Centre, The University of ManchesterManchesterUK
| | - Darren Plant
- Centre of Genetics and Genomics Versus Arthritis, Manchester Academic Health Sciences Centre, NIHR Manchester BRC, Manchester University Foundation Trust, The University of ManchesterManchesterUK
| | - Suzanne M. M. Verstappen
- NIHR Manchester BRC, Manchester University Foundation Trust, and Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, Manchester Academic Health Sciences Centre, The University of Manchester, Manchester, UK, Institute of Cellular Medicine, Newcastle University, and NIHR Newcastle BRC, Newcastle upon Tyne Hospitals NHS Foundation TrustNewcastle upon TyneUK
| | - Hong L. Quach
- School of Public Health, University of CaliforniaBerkeley
| | - Diana L. Quach
- School of Public Health, University of CaliforniaBerkeley
| | | | - Joanne Nititham
- National Human Genome Research Institute, NIHBethesdaMaryland
| | - Mary Nakamura
- University of California and San Francisco Veterans Administration Health SystemSan FranciscoCalifornia
| | | | - Anne Barton
- Centre of Genetics and Genomics Versus Arthritis, Manchester Academic Health Sciences Centre, NIHR Manchester BRC, Manchester University Foundation Trust, The University of ManchesterManchesterUK
| | | | - Lisa F. Barcellos
- School of Public Health, University of California, Berkeley, and National Human Genome Research Institute, NIHBethesdaMaryland
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Xu J, Zhang L, Xu Y, Yu J, Zhao L, Deng H, Li M, Zhang M, Lei X, Hu C, Jiao W, Dai Z, Liu L, Chen G. Effectiveness of Yishen Tongbi decoction versus methotrexate in patients with active rheumatoid arthritis: A double-blind, randomized, controlled, non-inferiority trial. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2023; 112:154704. [PMID: 36796186 DOI: 10.1016/j.phymed.2023.154704] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Revised: 01/13/2023] [Accepted: 02/02/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Yishen Tongbi decoction (YSTB) which is an herbal formula, has been used for the treatment of rheumatoid arthritis (RA) for more than ten years with a better curative effect. Methotrexate (MTX) is an effective anchoring agent used to treat rheumatoid arthritis. There were, however, no head-to-head comparative randomized controlled trials comparing traditional Chinese medicine (TCM) to MTX, Therefore, we performed this double-blind, double-model, randomized controlled trial of the efficacy and safety of YSTB and MTX in the treatment of active RA for 24 weeks. METHODS Patients who met the enrollment criteria were randomly selected (1:1) to receive either YSTB therapy (YSTB 150 ml once daily + MTX placebo 7.5-15 mg once weekly) or MTX therapy (MTX 7.5-15 mg once weekly + YSTB placebo 150 ml once daily) in treatment cycles lasting 24 weeks. The percentage of patients who achieve a clinical disease activity index (CDAI) response at week 24 is the primary efficacy outcome. A 10% risk differential non-inferiority margin was previously defined. The Chinese Clinical Trials Registry has recorded this trial (ChiCTR-1,900,024,902, registered on August 3rd 2019, http://www.chictr.org.cn/index.aspx). RESULTS Out of 118 patients whose eligibility was determined from September 2019 to May 2022, 100 patients (n = 50 for each group) were enrolled in the research overall. The 24-week trial was completed by 82% (40/49) of the YSTB group's patients and 86% (42/49) of the MTX group's patients. In the intention-to-treat analysis, 67.4% (33/49) of patients in the YSTB group met the main outcome of CDAI response criteria at week 24, compared to 57.1% (28/49) in the MTX group. The risk difference was 0.102 (95% CI -0.089 to 0.293), which demonstrated the non-inferiority of YSTB to MTX. After further testing for superiority, the ratio of CDAI responses achieved by the YSTB and MTX groups was not statistically significant (p = 0.298). At the same time, in week 24, secondary outcomes such as the ACR 20/50/70 response, the European Alliance of Associations for Rheumatology good or moderate response, remission rate, simplified disease activity index response, and low disease activity rate all showed similar statistically significant patterns. There was statistically significant attainment of ACR20 (p = 0.008) and EULAR good or moderate response (p = 0.009) in two groups at week 4. The intention-to-treat analysis results and the per-protocol analysis results were in agreement. The incidence of drug-related adverse events was not statistically different between the two groups (p = 0.487). CONCLUSIONS Previous studies have used TCM as an adjunct to conventional therapy, and few of them have directly compared it with MTX. In order to lessen disease activity in RA patients, this trial demonstrated that YSTB compound monotherapy was non-inferior to MTX monotherapy and had superior efficacy following short-term treatment. This study provided evidence-based medicine in the treatment of RA with compound prescriptions of TCM and contributed to promoting phytomedicine use in RA patients.
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Affiliation(s)
- Jia Xu
- First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China
| | - Lu Zhang
- First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China
| | - Yanping Xu
- First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China; Baiyun Hospital, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China
| | - Jiahui Yu
- First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China
| | - Lianyu Zhao
- First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China
| | - Hui Deng
- First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China
| | - Meiling Li
- First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China
| | - Mingying Zhang
- Department of Rheumatology, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China
| | - Xujie Lei
- Department of Rheumatology, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China
| | - Congqi Hu
- Department of Rheumatology, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China
| | - Wei Jiao
- First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China
| | - Zhao Dai
- First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China
| | - Lijuan Liu
- Department of Rheumatology, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China
| | - Guangxing Chen
- Department of Rheumatology, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China; Baiyun Hospital, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China.
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Abdelhafiz D, Baker T, Glascow DA, Abdelhafiz A. Biomarkers for the diagnosis and treatment of rheumatoid arthritis - a systematic review. Postgrad Med 2023; 135:214-223. [PMID: 35275765 DOI: 10.1080/00325481.2022.2052626] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND Rheumatoid arthritis (RA) is an autoimmune disease, symmetrically affecting the small joints. Biomarkers are tools that can be used in the diagnosis and monitoring of RA. AIM To systematically explore the role of the biomarkers: C-reactive protein (CRP), rheumatoid factor (RF), anti-cyclic citrullinated protein (Anti-CCP), 14-3-3η protein, and the multi-biomarker disease activity (MBDA) score for the diagnosis and treatment of RA. METHODS A systematic review of the English literature using four different databases was carried out. RESULTS CRP >7.1 mg/L predicted poor conventional synthetic disease-modifying antirheumatic drugs (csDMARDs) outcome in RA. Anti-CCP, CRP ≥0.3 mg/dL, and RF predicted bone erosion and cartilage destruction. Combination of high 14-3-3η protein with RF and CRP improved the prediction of rapid erosion progression (REP). Anti-CCP was not associated with disease activity but was associated with increased radiographic damage (r = 0.46, p = 0.048). RF was not associated with joint damage but correlated with ultrasound-detected bone erosion. The 14-3-3η protein significantly correlated with inflammation, bone rremodeling, and osteoporosis in RA patients (p < 0.05). In addition, the 14-3-3η protein positively correlated with RA duration (p = 0.003), disease aactivity, and positive RF (p = 0.025) and it distinguished early from established RA. Early MBDA scores correlated with later response in disease activity after 6 and 12 weeks of treatment (p < 0.05). The MBDA score was able to differentiate between small differences in disease activity, predicted remission over 1-year pperiod, and was a strong predictor of radiographic progression of RA. CONCLUSION The investigated biomarkers are helpful tools in clinical practice for diagnosis, monitoring of treatment, and predicting prognosis in RA patients. However, further research is still required to investigate novel biomarkers for the pre-treatment selection of potentially responsive patients before starting therapy for a precision medicine in this area.
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Affiliation(s)
| | - T Baker
- Department of Integrated Medicine, Rotherham General Hospital, Rotherham, UK
| | - D A Glascow
- Lancaster Medical School, Lancaster, UK
- Department of Integrated Medicine, Rotherham General Hospital, Rotherham, UK
| | - Ah Abdelhafiz
- Department of Integrated Medicine, Rotherham General Hospital, Rotherham, UK
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Yoshii I, Sawada N, Chijiwa T. Associations between clinical metrics of joint deformity, disease duration, disease activity, functional capacity, quality of life, pain, and fatigue in patients with rheumatoid arthritis. Clin Rheumatol 2023; 42:1027-1038. [PMID: 36371481 DOI: 10.1007/s10067-022-06432-4] [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: 04/29/2022] [Revised: 10/13/2022] [Accepted: 11/01/2022] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Aim of this study is to clarify associations between metrics of patient's clinical status statistically using retrospective cohort data. METHODS Patients with RA who were followed up more than 3 years were recruited. Their EuroQol-5th dimension (EQ5D) as an index of quality of life (QOL), Health Assessment Questionnaire Disability Index (HAQ) as an index of functional capacity (FC), simplified disease activity index (SDAI), pain score using visual analog scale (PS-VAS), and fatigue score using visual analog scale (FS-VAS) were monitored every three months. Sharp/van der Heijde score (SHS) was calculated annually. Associations between average values of these factors at beginning of follow-up (baseline) and change from baseline to final year in follow-up (change), and patient's sex, age, and disease duration (DD) were evaluated statistically. RESULTS A total of 447 patients were analyzed. EQ5D score correlated significantly with HAQ score both at baseline and change of that, and FS-VAS. HAQ score correlated significantly with EQ5D and HAQ score at baseline. SDAI score correlated significantly with SHS and FS-VAS at baseline. SHS correlated significantly with the SHS at baseline. PS-VAS correlated significantly with the PS-VAS, EQ5D at baseline, change of theEQ5D and HAQ scores. FS-VAS correlated significantly with change of the EQ5D score and FS-VAS at baseline. CONCLUSIONS These results suggested that these clinical metrics are influenced by each variable at baseline. QOL and fatigue are correlated each other, as well as QOL and FC, whereas disease activity correlated with joint deformity level and fatigue. Key Points • It is questionable whether improvement of disease activity leads to improvements in functional capacity and QOL in treating rheumatoid arthritis. • We evaluated the association among metrics of clinical outcomes, such as EQ5D, HAQ, SDAI, SHS, pain score, and fatigue score using retrospective cohort data. • Results suggested that metrics are influenced by each items at baseline, and QOL and fatigue are correlated each other, as well as QOL and functional capacity.
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Affiliation(s)
- Ichiro Yoshii
- Department of Musculoskeletal Medicine, Yoshii Hospital, 6-7-5 Nakamura-Ohashidori, Shimanto City, Kochi, 787-0033, Japan.
| | - Naoya Sawada
- Department of Rheumatology, Dohgo Onsen Hospital Rheumatology Center, 21-21 Himetsuka Otsu, Matsuyama, Ehime Prefecture, 790-0858, Japan
| | - Tatsumi Chijiwa
- Department of Rheumatology, Kochi Memorial Hospital, 4-13 Shiromi-Cho, Kochi, Kochi Prefecture, 780-0824, Japan
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Tanaka Y, Atsumi T, Aletaha D, Bartok B, Pechonkina A, Han L, Emoto K, Kano S, Rajendran V, Takeuchi T. Benefit of Filgotinib, a JAK1 Preferential Inhibitor, in Rheumatoid Arthritis Patients with Previous Rapid Radiographic Progression: Post Hoc Analysis of Two Trials. Rheumatol Ther 2023; 10:161-185. [PMID: 36327094 PMCID: PMC9931963 DOI: 10.1007/s40744-022-00503-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 10/11/2022] [Indexed: 11/06/2022] Open
Abstract
INTRODUCTION We conducted a post hoc analysis of efficacy and safety of filgotinib stratified by estimated radiographic progression rate before baseline (BL) in patients with rheumatoid arthritis (RA) who had inadequate response to methotrexate (MTX; FINCH 1; NCT02889796) or were naïve to it (FINCH 3; NCT02886728). METHODS Radiographic progression rate was BL-Modified Total Sharp Score (mTSS) divided by RA duration (BL mTSS/year); estimated rapid radiographic progression (e-RRP) was BL change in mTSS/year ≥ 5; and estimated nonrapid radiographic progression (e-NRRP) was BL mTSS/year < 5. Efficacy and safety were compared between subgroups. All p-values are nominal. RESULTS In FINCH 1 and FINCH 3, 558/1755 (31.8%) and 787/1249 (63.0%) patients, respectively, had BL e-RRP. BL characteristics were generally similar between subgroups within each trial. At week (W) 24, in FINCH 1, proportions achieving a Disease Activity Score 28 for rheumatoid arthritis with C-reactive protein < 2.6 were significantly greater with filgotinib 200 (FIL200) and 100 mg (FIL100) versus placebo among e-RRP and e-NRRP subgroups. In each study, proportions of FIL-treated patients achieving Clinical Disease Activity Index ≤ 2.8 and Simple Disease Activity Index ≤ 3.3 were similar between subgroups. In FINCH 3, disease activity measures were at least numerically improved among patients receiving FIL versus MTX monotherapy. At W24, mTSS changes from BL (CFB) were greater among patients with e-RRP in FINCH 1 and FINCH 3 versus e-NRRP (0.81 versus 0.19, p = 0.001; 0.67 versus 0.25, p = 0.31, respectively). At W52, in FINCH 1, mTSS CFBs were smaller among e-RRP patients treated with FIL200 (0.40; p < 0.001) and FIL100 (0.77; p = 0.024) versus adalimumab (ADA; 1.46). In FINCH 3 at W52, mTSS CFBs were significantly smaller with FIL200 versus MTX among e-RRP patients. Rates of treatment-emergent adverse events (AEs) were comparable between subgroups and across treatment arms. CONCLUSIONS Patients with previous e-RRP who received standard care tended to progress radiographically. FIL200 demonstrated persistent, consistent benefit for disease activity control among e-RRP and e-NRRP subgroups, and AE profiles were similar between subgroups. Although filgotinib efficacy was somewhat reduced among patients with e-RRP, filgotinib treatment slowed radiographic progression in both subgroups. TRIAL REGISTRATION Clinicaltrials.gov NCT02889796, NCT02886728.
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Affiliation(s)
- Yoshiya Tanaka
- The First Department of Internal Medicine, School of Medicine, University of Occupational and Environmental Health, Japan, 1-1 Iseigaoka, Yahata-Nishi, Kitakyushu, 807-8555, Japan.
| | - Tatsuya Atsumi
- Department of Rheumatology, Endocrinology and Nephrology, Faculty of Medicine, Hokkaido University, Hokkaido, Japan
| | | | | | | | - Ling Han
- Gilead Sciences, Inc., Foster City, CA, USA
| | | | | | | | - Tsutomu Takeuchi
- Division of Rheumatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan
- Saitama Medical University, Saitama, Japan
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Kovalenko PS, Dydykina IS, Smirnov AV, Nasonov EL. Bone resorption during therapy with denosumab in patients with rheumatoid arthritis, positive for the main immunological markers. RHEUMATOLOGY SCIENCE AND PRACTICE 2022. [DOI: 10.47360/1995-4484-2022-573-579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Objective. Inflammation in rheumatoid arthritis (RA) leads to the development of local and generalized bone loss. Rheumatoid factor (RF) and anti-cyclic citrullinated peptide antibodies (ACCP) are believed to play a negative role in the radiological progression of RA. The use of such antiresorptive therapy as denosumab – monoclonal antibodies to RANKL (receptor activator of nuclear factor kappa-B ligand), reduces the activity of osteoclasts, increases bone mineral density (BMD), and also potentially affects the erosive process at RA. The aim of the study is to evaluate the effect of denosumab therapy on BMD and erosion count in patients with RA and osteoporosis (OP) in consideration of the positivity in the RF and ACCP in serum and the baseline RA activity. Materials and methods. The 12-month prospective study of the efficacy of denosumab therapy (60 mg subcutaneously every 6 months) in patients with RA and OP included 66 postmenopausal women; age – 59.4±7.5 years, duration of RA – 17.8±10.6 years, RF-positive – 47 (72%) patients, ACCP-positive – 48 (74%) patients. At baseline and after 12 months, dual-energy X-ray absorptiometry was performed with an assessment of BMD in the lumbar spine (L1– L4), proximal femur (hip neck and total hip), distal forearm; X-ray of the hands and distal parts of the feet in direct projection, followed by assessment of erosive-destructive changes according to the Sharp/van der Heijde method. Results. A significant increase in BMD was established in all studied sites of the skeleton despite the positivity of the RF and ACCP (for the hip neck p=0.05), while a significant increase in BMD in the RF- and ACCP-negative group was detected only in L1–L4 site. The progression of the increase in erosion count was noted in the RF- and ACCP-positive group while in the RF- and ACCP-negative group this indicator did not change. Regardless of the baseline activity of RA (by DAS28 (Disease Activity Score 28)) the BMD of most parts of the skeleton were stabilized. In patients with moderate RA activity, BMD increased significantly in L1–L4 in both groups: RF- and ACCP-positive and -negative , as well as in the total hip – in RF- and ACCP-positive group. The dynamics of the erosion count in RA patients did not depend on the baseline degree of DAS28 activity, no significant changes were detected in the analyzed groups. Conclusions. RF and ACCP positivity in serum in patients with RA and OP treated with denosumab did not have a negative effect on the dynamics of BMD, while the number of erosions increased. The baseline RA activity level did not affect the dynamics of the erosion count and the dynamics of BMD in most subgroups – BMD levels have been increased or stabilized.
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Affiliation(s)
| | | | | | - E. L. Nasonov
- V.A. Nasonova Research Institute of Rheumatology; I.M. Sechenov First Moscow State Medical University of the Ministry
of Health Care of Russian Federation (Sechenov University)
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Comparison of the inhibitory effect of tocilizumab and etanercept on the progression of joint erosion in rheumatoid arthritis treatment. Sci Rep 2022; 12:17524. [PMID: 36266430 PMCID: PMC9585052 DOI: 10.1038/s41598-022-22152-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Accepted: 10/10/2022] [Indexed: 01/13/2023] Open
Abstract
We compared the efficacy of tocilizumab and etanercept in inhibiting radiographic progression of joint destruction in rheumatoid arthritis. Overall, 187 patients treated with etanercept or tocilizumab were selected. To adjust for baseline patient characteristics between the tocilizumab and etanercept treatment groups, a propensity score matching was performed. Radiographic progression of joint destruction was compared between patients treated with tocilizumab or etanercept. Clinical disease activity index (CDAI) and modified health assessment questionnaire (mHAQ) scores at the administration of biologic treatment and after 12 months of tocilizumab and etanercept therapy were measured and compared to radiographical parameters between the groups. Levels of C-reactive protein (CRP), matrix metalloproteinase-3 (MMP-3), CDAI, and mHAQ scores improved after 12 months of treatment in the two groups. Proportion of patients with no Sharp erosion score progression was significantly higher with tocilizumab treatment than with etanercept treatment (p = 0.032). Multivariate analysis demonstrated that Sharp erosion score was significantly associated with baseline CDAI (odds ratio, 1.05; 95% confidence interval, 1.003-1.099, p = 0.037). Tocilizumab treatment suppressed joint erosion progression compared to etanercept, and the progression correlated with baseline CDAI.
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Increasing trend of radiographic features of knee osteoarthritis in rheumatoid arthritis patients before total knee arthroplasty. Sci Rep 2022; 12:10452. [PMID: 35729263 PMCID: PMC9213507 DOI: 10.1038/s41598-022-14440-2] [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: 12/23/2021] [Accepted: 06/07/2022] [Indexed: 11/08/2022] Open
Abstract
To investigate the trend and factors related to the occurrence of osteoarthritis (OA)-like features on knee radiographs of rheumatoid arthritis (RA) patients undergoing total knee arthroplasty (TKA) in the recent decades. To classify antero-posterior knee radiographs into 'RA' and 'OA-like RA' groups, a deep learning model was developed by training the network using knee radiographs of end-stage arthropathy in RA patients obtained during 2002-2005 and in primary OA patients obtained during 2007-2009. We used this model to categorize 796 knee radiographs, which were recorded in RA patients before TKA during 2006-2020, into 'OA-like RA' and 'RA' groups. The annual ratio of 'OA-like RA' was investigated. Moreover, univariate and multivariate analyses were performed to identify the factors associated with the classification as OA-like RA using clinical data from 240 patients. The percentage of 'OA-like RA' had significant increasing trend from 20.9% in 2006 to 67.7% in 2020. Higher body mass index, use of biologics, and lower level of C-reactive protein were identified as independent factors for 'OA-like RA'. An increasing trend of knee radiographs with OA-like features was observed in RA patients in the recent decades, which might be attributed to recent advances in pharmacotherapy.
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11
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Platzer A, Alasti F, Smolen JS, Aletaha D, Radner H, Blüml S. Trajectory clusters of radiographic progression in patients with rheumatoid arthritis: associations with clinical variables. Ann Rheum Dis 2021; 81:175-183. [PMID: 34376384 DOI: 10.1136/annrheumdis-2021-220331] [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: 03/10/2021] [Accepted: 07/29/2021] [Indexed: 11/04/2022]
Abstract
OBJECTIVES Identification of trajectories of radiographic damage in rheumatoid arthritis (RA) by clustering patients according to the shape of their curve of Sharp-van der Heijde scores (SHSs) over time. Developing models to predict their progression cluster from baseline characteristics. METHODS Patient-level data over a 2-year period from five large randomised controlled trials on tumour necrosis factor inhibitors in RA were used. SHSs were clustered in a shape-respecting manner to identify distinct clusters of radiographic progression. Characteristics of patients within different progression clusters were compared at baseline and over time. Logistic regression models were developed to predict trajectory of radiographic progression using information at baseline. RESULTS In total, 1887 patients with 7738 X-rays were used for cluster analyses. We identified four distinct clusters with characteristic shapes of radiographic progression: one with a stable SHS over the whole 2-year period (C0/lowChange; 86%); one with relentless progression (C1/rise; 5.8%); one with decreasing SHS (C2/improvement; 6.9%); one going up and down (C3/bothWays; 1.4%) of the SHS. Robustness of clusters were confirmed using different clustering methods. Regression models identified disease duration, baseline C-reactive protein (CRP) and SHS and treatment status as predictors for cluster assignment. CONCLUSIONS We were able to identify and partly characterise four different clusters of radiographic progression over time in patients with RA, most remarkably one with relentless progression and another one with amelioration of joint damage over time, suggesting the existence of distinct patterns of joint damage accrual in RA.
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Affiliation(s)
- Alexander Platzer
- Department of Rheumatology, Medical University of Vienna, Wien, Vienna, Austria
| | - Farideh Alasti
- Department of Rheumatology, Medical University of Vienna, Wien, Vienna, Austria
| | - Josef S Smolen
- Department of Rheumatology, Medical University of Vienna, Wien, Vienna, Austria
| | - Daniel Aletaha
- Department of Rheumatology, Medical University of Vienna, Wien, Vienna, Austria
| | - Helga Radner
- Department of Rheumatology, Medical University of Vienna, Wien, Vienna, Austria
| | - Stephan Blüml
- Department of Rheumatology, Medical University of Vienna, Wien, Vienna, Austria
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12
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Aletaha D, Westhovens R, Gaujoux-Viala C, Adami G, Matsumoto A, Bird P, Messina OD, Buch MH, Bartok B, Yin Z, Guo Y, Hendrikx T, Burmester GR. Efficacy and safety of filgotinib in methotrexate-naive patients with rheumatoid arthritis with poor prognostic factors: post hoc analysis of FINCH 3. RMD Open 2021; 7:e001621. [PMID: 34385364 PMCID: PMC8362717 DOI: 10.1136/rmdopen-2021-001621] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Accepted: 07/24/2021] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVE This analysis evaluated efficacy and safety of filgotinib, a Janus-associated kinase 1-preferential inhibitor, in methotrexate (MTX)-naive patients with rheumatoid arthritis (RA) with multiple poor prognostic factors (PPFs). METHODS This was a post hoc analysis of the phase III, randomised, double-blind, active-controlled, FINCH 3 study (clinicaltrials.gov NCT02886728). Patients received once-daily oral filgotinib 200 or 100 mg plus once-weekly oral MTX ≤20 mg (FIL200 + MTX and FIL100 + MTX), filgotinib 200 mg monotherapy (FIL200), or oral MTX monotherapy (MTX-mono) for up to 52 weeks. PPFs investigated were seropositivity for rheumatoid factor or anticyclic citrullinated peptide antibodies, high-sensitivity C reactive protein (CRP) ≥4 mg/L, Disease Activity Score in 28 joints with CRP (DAS28(CRP)) >5.1, and presence of erosions. Filgotinib efficacy and safety in patients with all four PPFs at baseline were explored versus MTX-mono within this subgroup and compared informally with the overall population. RESULTS Of 1249 patients in FINCH 3, 510 (40.8%) had all PPFs. Efficacy of FIL200 + MTX among these patients was comparable to the overall population, with higher rates of 20%/50%/70% improvement from baseline by American College of Rheumatology criteria, DAS28(CRP) <2.6, and remission; greater improvement in physical function and pain; and better inhibition of structural damage relative to MTX-mono. FIL100 + MTX and FIL200 were not consistently more efficacious versus MTX-mono. Safety of filgotinib in patients with PPFs was comparable to the overall population; no new safety signals were observed. CONCLUSION FIL200 + MTX efficacy and safety in patients with multiple PPFs were similar to the overall population.
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Affiliation(s)
- Daniel Aletaha
- Division of Rheumatology, Medical University of Vienna, Wien, Austria
| | - René Westhovens
- Department of Development and Regeneration, KU Leuven University Hospitals Leuven, Leuven, Belgium
| | - Cecile Gaujoux-Viala
- Department of Rheumatologie, Centre Hospitalier Universitaire de Nîmes, Nimes, France
- UMR 1302 Institute Desbrest of Epidemiology and Public Health, INSERM, Université de Montpellier, Montpellier, France
| | - Giovanni Adami
- Division of Rheumatology, University of Verona, Verona, Italy
| | - Alan Matsumoto
- Arthritis and Rheumatism Associates PC, Wheaton, Maryland, USA
| | - Paul Bird
- St George and Sutherland Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Osvaldo Daniel Messina
- Department of Rheumatology and Metabolic Bone Diseases, Investigaciones Reumatológicas y Osteológicas srl, Buenos Aires, Argentina
| | - Maya H Buch
- Centre for Musculoskeletal Research, Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, The University of Manchester, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester, UK
| | | | - Zhaoyu Yin
- Gilead Sciences Inc, Foster City, California, USA
| | - Ying Guo
- Gilead Sciences Inc, Foster City, California, USA
| | | | - Gerd R Burmester
- Department of Rheumatology and Clinical Immunology, Charité Universitätsmedizin Berlin, Berlin, Germany
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13
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Versteeg GA, Steunebrink L, Vonkeman HE, Ten Klooster PM, Van Der Bijl AE, Van De Laar M. Early radiological progression remains associated with long-term joint damage in real-world rheumatoid arthritis patients treated to the target of remission. Scand J Rheumatol 2021; 51:87-96. [PMID: 34151716 DOI: 10.1080/03009742.2021.1917161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Objective: To evaluate radiological damage and to explore characteristics associated with radiological progression in rheumatoid arthritis (RA) treated to the target of remission in a real-world setting.Method: Baseline to 6 year follow-up data were used from an observational early RA cohort. Radiographs of hands and feet at baseline, 6 months, and 1, 3, and 6 years were scored using the modified Sharp/van der Heijde score (SHS). The threshold for rapid radiological progression (RRP) after 6 months was based on the calculated smallest detectable change of 3.95. Negative binomial generalized linear mixed model and logistic regression analyses were performed to examine which variables were associated with RRP and 6 year radiological progression.Results: Most radiological damage occurred in the first year of treatment [median 2.0 interquartile range (IQR) 1.0-4.0 SHS points] compared to the subsequent 5 years of follow-up (median 3.0 IQR 1.0-5.0 SHS points). While low disease activity was achieved within 6 months on average, 18.8% of the patients developed RRP. Anti-cyclic citrullinated peptide (anti-CCP) positivity [incidence rate ratio (IRR) 1.42, p = 0.03], baseline erosive disease (IRR 1.60, p = 0.02), and RRP (IRR 3.28, p < 0.001) were associated with 6 year radiological progression. Erosive disease was the strongest predictor of RRP (odds ratio 8.8, p < 0.001).Conclusion: Long-term radiological outcome is limited in most real-world RA patients treated to the target of remission, but RRP still occurs. Anti-CCP positivity, baseline erosive disease, and RRP remain associated with long-term radiological outcome.
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Affiliation(s)
- G A Versteeg
- Department of Psychology, Health & Technology, Faculty of Behavioural, Management and Social Sciences, University of Twente, Enschede, The Netherlands.,Department of Rheumatology, Deventer Hospital, Deventer, The Netherlands
| | - Lmm Steunebrink
- Department of Psychology, Health & Technology, Faculty of Behavioural, Management and Social Sciences, University of Twente, Enschede, The Netherlands
| | - H E Vonkeman
- Department of Psychology, Health & Technology, Faculty of Behavioural, Management and Social Sciences, University of Twente, Enschede, The Netherlands.,Department of Rheumatology, Arthritis Centre Twente, Medisch Spectrum Twente, Enschede, The Netherlands
| | - P M Ten Klooster
- Department of Psychology, Health & Technology, Faculty of Behavioural, Management and Social Sciences, University of Twente, Enschede, The Netherlands
| | - A E Van Der Bijl
- Department of Rheumatology, Isala Hospital, Zwolle, The Netherlands
| | - Mafj Van De Laar
- Department of Psychology, Health & Technology, Faculty of Behavioural, Management and Social Sciences, University of Twente, Enschede, The Netherlands.,Department of Rheumatology, Arthritis Centre Twente, Medisch Spectrum Twente, Enschede, The Netherlands
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14
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Tanaka Y, Soen S, Ishiguro N, Yamanaka H, Yoneda T, Tanaka S, Ohira T, Nitta T, Okubo N, Genant H, van der Heijde D, Takeuchi T. Identifying the preferable rheumatoid arthritis subgroups for intervention with the anti-RANKL antibody denosumab to reduce progression of joint destruction. RMD Open 2021; 6:rmdopen-2020-001249. [PMID: 32732353 PMCID: PMC7722273 DOI: 10.1136/rmdopen-2020-001249] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 06/06/2020] [Accepted: 06/25/2020] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVES To clarify which rheumatoid arthritis (RA) patients benefit most from the anti-receptor activator of nuclear factor-κB ligand antibody denosumab to reduce the progression of joint destruction. METHODS We pooled patient data from the 12-month, double-blind, placebo-controlled DRIVE (phase II) and DESIRABLE (phase III) studies. In DRIVE, concomitant treatment was limited to methotrexate, salazosulfapyridine and bucillamine. In DESIRABLE, patients could receive any disease-modifying antirheumatic drug. RA patients were randomised to denosumab 60 mg every 6 months (Q6M), every 3 months (Q3M) or placebo. Efficacy was assessed by van der Heijde-modified total Sharp score (mTSS), bone erosion score (ES) and joint space narrowing score (JSNS). Change in mTSS was assessed in subgroups stratified by risk factors for radiographic damage if the interaction factor was significant. RESULTS The pooled analysis included 909 patients. Denosumab reduced worsening of mTSS (mean (SD)) at 12 months in the Q6M (0.88 (3.30), p=0.0024) and Q3M (0.66 (2.16), p=0.0002) groups versus placebo (1.50 (3.73)). This reduction in mTSS progression was due to the change in ES (Q6M, 0.44 (1.89), p=0.0006; Q3M, 0.20 (0.86), p<0.0001) versus placebo (0.98 (2.54)); no effect was observed on JSNS. Anti-cyclic citrullinated peptide (CCP) antibodies, glucocorticoid use and baseline ES showed a significant interaction. Denosumab was particularly effective in patients who were anti-CCP antibody positive (p<0.05). Changes in mTSS versus placebo were observed in all denosumab dose groups, regardless of glucocorticoid use and baseline ES. CONCLUSIONS Denosumab broadly reduced the progression of joint destruction in RA patients with risk factors for radiographic damage such as especially anti-CCP antibody positivity.
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Affiliation(s)
- Yoshiya Tanaka
- First Department of Internal Medicine, University of Occupational and Environmental Health, Japan, Kitakyushu, Japan
| | - Satoshi Soen
- Department of Orthopaedic Surgery and Rheumatology, Kindai University Nara Hospital, Ikoma, Japan
| | - Naoki Ishiguro
- Department of Orthopaedics, Nagoya University Graduate School of Medicine, Aichi, Japan
| | | | - Toshiyuki Yoneda
- Department of Biochemistry, Osaka University Graduate School of Dentistry, Osaka, Japan
| | - Sakae Tanaka
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | - Takeshi Ohira
- Clinical Development Department, Daiichi Sankyo Co Ltd, Tokyo, Japan
| | - Takaya Nitta
- Clinical Development Department, Daiichi Sankyo Co Ltd, Tokyo, Japan
| | - Naoki Okubo
- Data Intelligence Department, Daiichi Sankyo Co Ltd, Tokyo, Japan
| | - Harry Genant
- Departments of Radiology, University of California San Francisco, California, USA
| | | | - Tsutomu Takeuchi
- Division of Rheumatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan
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15
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Matsuo H, Tabuchi Y, Yukimatsu R, Imamura A, Shimizu M, Inagaki M, Tsuji Y, Nakabo S, Tsuji H, Nakajima T, Hashimoto M, Ito H, Morinobu A, Fujii Y. Positive rate and prognostic significance of the superb microvascular imaging signal in joints of rheumatoid arthritis patients in remission with normal C-reactive protein levels and erythrocyte sedimentation rates. J Med Ultrason (2001) 2021; 48:353-359. [PMID: 34014426 DOI: 10.1007/s10396-021-01102-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Accepted: 05/07/2021] [Indexed: 10/21/2022]
Abstract
PURPOSE This study aimed to evaluate the positive rate and prognostic significance of superb microvascular imaging (SMI) in rheumatoid arthritis (RA) patients in remission with normal C-reactive protein (CRP) levels and erythrocyte sedimentation rates (ESR). METHODS The study enrolled 112 RA patients, and ultrasound (US) assessment was performed on 28 joints of each patient. RESULTS The SMI signal-positive rates for each joint were: metacarpophalangeal (MCP) joints: 20.5%, wrist joints: 43.8%, metatarsophalangeal (MTP) joints: 17.0%, and other foot joints: 25.0%. Investigation of the prognostic significance of the SMI signal in each joint revealed that only in the MTP joints was the total score of the SMI signal in the patients with relapse significantly higher than that in the patients with remission (P = 0.01). Comparison of the receiver operating characteristics curves for predicting relapse showed that the area under the curve (AUC) of the MTP joints was the highest (AUC = 0.66) of the investigated joints. The optimal threshold for the total MTP SMI score was 1 (accuracy = 83.3%). Positive/negative data of the SMI signal in the MTP joints were not significantly associated with the values of conventional disease activity markers. CONCLUSION In RA patients in remission with normal CRP and ESR levels, the percentage of positive SMI signal was highest in the wrist joints. However, the accuracy of the SMI signal for predicting relapse was greatest for the MTP joints, suggesting that US assessment of the MTP joints by SMI is useful for predicting relapse in these patients.
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Affiliation(s)
- Hidemasa Matsuo
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan.
| | - Yuya Tabuchi
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Risako Yukimatsu
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Akari Imamura
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Madoka Shimizu
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Maiko Inagaki
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Yuko Tsuji
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Shuichiro Nakabo
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Hideaki Tsuji
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Toshiki Nakajima
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Motomu Hashimoto
- Department of Advanced Medicine for Rheumatic Diseases, 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 Orthopedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Akio Morinobu
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Yasutomo Fujii
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
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16
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Lyu S, Ding R, Yang S, Chen W, Rao Y, OuYang H, Liu P, Feng Y. Establishment of a clinical diagnostic model for gouty arthritis based on the serum biochemical profile: A case-control study. Medicine (Baltimore) 2021; 100:e25542. [PMID: 33879701 PMCID: PMC8078334 DOI: 10.1097/md.0000000000025542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 03/24/2021] [Indexed: 01/04/2023] Open
Abstract
The disease progression of gouty arthritis (GA) is relatively clear, with the 4 stages of hyperuricemia (HUA), acute gouty arthritis (AGA), gouty arthritis during the intermittent period (GIP), and chronic gouty arthritis (CGA). This paper attempts to construct a clinical diagnostic model based on blood routine test data, in order to avoid the need for bursa fluid examination and other tedious steps, and at the same time to predict the development direction of GA.Serum samples from 579 subjects were collected within 3 years in this study and were divided into a training set (n = 379) and validation set (n = 200). After a series of multivariate statistical analyses, the serum biochemical profile was obtained, which could effectively distinguish different stages of GA. A clinical diagnosis model based on the biochemical index of the training set was established to maximize the probability of the stage as a diagnosis, and the serum biochemical data from 200 patients were used for validation.The total area under the curve (AUC) of the clinical diagnostic model was 0.9534, and the AUCs of the 5 models were 0.9814 (Control), 0.9288 (HUA), 0.9752 (AGA), 0.9056 (GIP), and 0.9759 (CGA). The kappa coefficient of the clinical diagnostic model was 0.80.This clinical diagnostic model could be applied clinically and in research to improve the accuracy of the identification of the different stages of GA. Meanwhile, the serum biochemical profile revealed by this study could be used to assist the clinical diagnosis and prediction of GA.
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Affiliation(s)
- Shang Lyu
- National Pharmaceutical Engineering Center for Solid Preparation in Chinese Herbal Medicine, Jiangxi University of Traditional Chinese Medicine
| | - Ruowen Ding
- National Pharmaceutical Engineering Center for Solid Preparation in Chinese Herbal Medicine, Jiangxi University of Traditional Chinese Medicine
| | - Shilin Yang
- National Pharmaceutical Engineering Center for Solid Preparation in Chinese Herbal Medicine, Jiangxi University of Traditional Chinese Medicine
| | - Wanyuan Chen
- Department of Pathology, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou
| | - Yi Rao
- National Pharmaceutical Engineering Center for Solid Preparation in Chinese Herbal Medicine, Jiangxi University of Traditional Chinese Medicine
| | - Hui OuYang
- National Pharmaceutical Engineering Center for Solid Preparation in Chinese Herbal Medicine, Jiangxi University of Traditional Chinese Medicine
- State Key Laboratory of Innovative Drug and Efficient Energy-Saving Pharmaceutical Equipment, Nanchang, China
| | - Peng Liu
- National Pharmaceutical Engineering Center for Solid Preparation in Chinese Herbal Medicine, Jiangxi University of Traditional Chinese Medicine
| | - Yulin Feng
- National Pharmaceutical Engineering Center for Solid Preparation in Chinese Herbal Medicine, Jiangxi University of Traditional Chinese Medicine
- State Key Laboratory of Innovative Drug and Efficient Energy-Saving Pharmaceutical Equipment, Nanchang, China
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17
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Carrier N, de Brum-Fernandes AJ, Liang P, Masetto A, Roux S, Biln NK, Maksymowych WP, Boire G. Impending radiographic erosive progression over the following year in a cohort of consecutive patients with inflammatory polyarthritis: prediction by serum biomarkers. RMD Open 2021; 6:rmdopen-2020-001191. [PMID: 32371434 PMCID: PMC7299510 DOI: 10.1136/rmdopen-2020-001191] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Revised: 03/15/2020] [Accepted: 04/04/2020] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND/PURPOSE To evaluate biomarkers as predictors of impending erosion progression. METHODS Variables were measured at baseline and annually up to 5 years in patients with recent-onset polyarthritis treated to zero swollen joints. Erosive status was defined as ≥5 Units in Sharp/van der Heijde Erosion Score; Rapid Erosive Progression (REP) was defined as an increase ≥5 Units in Erosion Scores between consecutive visits. Generalised estimating equations (GEEs) evaluated the effect on REP of positive anticyclic citrullinated peptides (ACPAs) and/or rheumatoid factor (RF), C-reactive protein ˃8.0 mg/L (High-CRP) and 14-3-3η protein ≥0.50 ng/mL (High-14-3-3η), alone and in combinations. RESULTS Out of 2155 evaluations in 749 consecutive patients, REP occurred after 186 (8.6%) visits, including 13 (2.2%) in patients recruited since 2010. Only 18/537 (3.4%; 6/411 (1.5%) in non-erosive vs 12/126 (9.5%) in patients already erosive) visits without any positive biomarker were followed by REP; at least one biomarker was positive prior to REP in 168/186 (90.3%) visits. Being positive for all four biomarkers conferred a positive predictive value (PPV) of 30.0% (RR 21.8) in patients non-erosive at the visit versus 35.5% (RR 3.07) in those already erosive. High-14-3-3η increased REP only in visits with High-CRP (eg, RR 2.5 to 3.9 when ACPA also positive) and in patients with non-erosive status (eg, RR from 4.3 to 9.4 when also High-CRP). CONCLUSIONS Adding High-14-3-3η to positive antibodies and CRP improves prediction of impending REP. Although REP is becoming rarer, signatures of biomarkers might help to adapt treatment strategies in at-risk individuals, even those already erosive.
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Affiliation(s)
- Nathalie Carrier
- Centre intégré universitaire de santé et de services sociaux de l'Estrie - Centre Hospitalier Universitaire de Sherbrooke (CIUSSSE-CHUS), Quebec, Canada
| | - Artur J de Brum-Fernandes
- Centre intégré universitaire de santé et de services sociaux de l'Estrie - Centre Hospitalier Universitaire de Sherbrooke (CIUSSSE-CHUS), Quebec, Canada.,Université de Sherbrooke, Sherbrooke, Quebec, Canada
| | - Patrick Liang
- Centre intégré universitaire de santé et de services sociaux de l'Estrie - Centre Hospitalier Universitaire de Sherbrooke (CIUSSSE-CHUS), Quebec, Canada.,Université de Sherbrooke, Sherbrooke, Quebec, Canada
| | - Ariel Masetto
- Centre intégré universitaire de santé et de services sociaux de l'Estrie - Centre Hospitalier Universitaire de Sherbrooke (CIUSSSE-CHUS), Quebec, Canada.,Université de Sherbrooke, Sherbrooke, Quebec, Canada
| | - Sophie Roux
- Centre intégré universitaire de santé et de services sociaux de l'Estrie - Centre Hospitalier Universitaire de Sherbrooke (CIUSSSE-CHUS), Quebec, Canada.,Université de Sherbrooke, Sherbrooke, Quebec, Canada
| | - Norma K Biln
- Augurex Life Sciences Corp, Vancouver, British Columbia, Canada
| | | | - Gilles Boire
- Centre intégré universitaire de santé et de services sociaux de l'Estrie - Centre Hospitalier Universitaire de Sherbrooke (CIUSSSE-CHUS), Quebec, Canada .,Université de Sherbrooke, Sherbrooke, Quebec, Canada
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18
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Végh E, Gaál J, Géher P, Gömöri E, Kovács A, Kovács L, Nagy K, Posta EF, Tamási L, Tóth E, Varga E, Domján A, Szekanecz Z, Szűcs G. Assessing the risk of rapid radiographic progression in Hungarian rheumatoid arthritis patients. BMC Musculoskelet Disord 2021; 22:325. [PMID: 33794855 PMCID: PMC8017697 DOI: 10.1186/s12891-021-04192-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 03/23/2021] [Indexed: 12/17/2022] Open
Abstract
Background The outcome of rheumatoid arthritis (RA) should be determined early. Rapid radiological progression (RRP) is > or = 5 units increase according to the van der Heijde-Sharp score within a year. The risk of RRP can be estimated by a matrix model using non-radiographic indicators, such as C-reactive protein (CRP), rheumatoid factor (RF) and swollen joint count (SJC). Patients and methods A non-interventional, cross-sectional, retrospective study was conducted in eleven Hungarian arthritis centres. We assessed RRP risk in biologic-naïve RA patients with the prevalence of high RRP risk as primary endpoint. RRP was calculated according to this matrix model. As a secondary endpoint, we compared RRP in methotrexate (MTX) responders vs non-responders. Results We analyzed data from 1356 patients. Mean CRP was 17.7 mg/l, RF was 139.3 IU/ml, mean 28-joint disease activity score (DAS28) was 5.00 and mean SJC was 6.56. Altogether 18.2% of patients had high risk (≥40%) of RRP. RA patients with high RRP risk of RRP (n = 247) had significantly lower age compared to those with RRP < 40% (n = 1109). MTX non-response (OR: 16.84), male gender (OR: 1.67), erosions at baseline (OR: 1.50) and ACPA seropositivity (OR: 2.18) were independent predictors of high-risk RRP. Male gender (OR: 5.20), ACPA seropositivity (OR: 4.67) and erosions (OR: 7.98) were independent predictors of high RRP risk in MTX responders. Conclusions In this Hungarian study, high RRP risk occurred in 18% of RA patients. These patients differ from others in various parameters. RRP was associated with non-response to MTX.
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Affiliation(s)
- Edit Végh
- Department of Rheumatology, University of Debrecen, Faculty of Medicine, Nagyerdei str 98, Debrecen, 4032, Hungary
| | - János Gaál
- Department of Rheumatology, University of Debrecen Kenézy Teaching Hospital, Debrecen, Hungary
| | - Pál Géher
- Department of Rheumatology and Immunology, Faculty of Medicine, Semmelweis University, Budapest, Hungary
| | - Edina Gömöri
- Department of Rheumatology, Pándy Hospital, Gyula, Hungary.,Department of Rheumatology, Aladár Petz Hospital, Győr, Hungary
| | - Attila Kovács
- Department of Rheumatology, Hospital of State Railways, Szolnok, Hungary.,Semmelweis Hospital, Kiskunhalas, Hungary
| | - László Kovács
- Department of Rheumatology and Immunology, University of Szeged, Faculty of Medicine, Szeged, Hungary
| | - Katalin Nagy
- Department of Rheumatology, Ferenc Markhot Hospital, Eger, Hungary
| | - Edit Feketéné Posta
- Department of Rheumatology, University of Debrecen, Faculty of Medicine, Nagyerdei str 98, Debrecen, 4032, Hungary.,Department of Rheumatology, András Jósa Hospital, Nyiregyháza, Hungary
| | - László Tamási
- Department of Rheumatology, Borsod-Abaúj-Zemplén County Hospital and University Teaching Hospital, Miskolc, Hungary
| | - Edit Tóth
- Department of Rheumatology, Ferenc Flór Hospital, Kistarcsa, Hungary
| | - Eszter Varga
- Department of Rheumatology, Markusovszky Hospital, Szombathely, Hungary
| | - Andrea Domján
- Department of Rheumatology, University of Debrecen, Faculty of Medicine, Nagyerdei str 98, Debrecen, 4032, Hungary
| | - Zoltán Szekanecz
- Department of Rheumatology, University of Debrecen, Faculty of Medicine, Nagyerdei str 98, Debrecen, 4032, Hungary.
| | - Gabriella Szűcs
- Department of Rheumatology, University of Debrecen, Faculty of Medicine, Nagyerdei str 98, Debrecen, 4032, Hungary
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19
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Narváez J, Otón T, Calvo-Alén J, Escudero-Contreras A, Muñoz-Fernández S, Rodríguez-Heredia JM, Romero-Yuste S, Vela-Casasempere P, Luján S, Baquero JL, Carmona L. Influence of prognosis factors on the prescription of targeted treatments in rheumatoid arthritis: A Delphi survey. Joint Bone Spine 2021; 88:105172. [PMID: 33689842 DOI: 10.1016/j.jbspin.2021.105172] [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: 01/12/2021] [Accepted: 02/17/2021] [Indexed: 10/22/2022]
Abstract
OBJECTIVES To explore current evidence on the management of poor prognostic factors in rheumatoid arthritis (RA) and to investigate whether this evidence is taken into account by clinicians when deciding on treatment in daily clinical practice. METHODS We performed a systematic literature review (SLR) to analyse the effects of currently available biologic disease-modifying antirheumatic drugs (bDMARDs) and Janus kinase inhibitors (JAKi) on the classically accepted poor prognostic factors of RA. All randomized controlled trials reporting subgroup analyses about effects on prognostic factors were identified and synthesized. In a second phase, a two-round Delphi survey was carried out to contrast the SLR results with the grade of agreement of a large group of rheumatologists about the effectiveness of each drug class on each prognostic factor. RESULTS According to the Delphi results, the only prognostic factor that significantly influenced the selection of treatment was the presence of interstitial lung disease (ILD), being the preferred treatment in this scenario abatacept or rituximab. The rest of the poor prognostic factors (including high disease activity at baseline, disability as measured by the Health Assessment Questionnaire index, seropositivity, elevated acute-phase reactants, and evidence of erosions based on plain radiography or ultrasonography) did not seem to significantly influence rheumatologists when choosing a treatment. The results of the SLR results did not show solid evidence regarding the use of any specific therapy in the management of patients with specific poor factors, except in the case of RA-ILD, although the data in the literature in this regard are not free of bias. CONCLUSIONS The only prognostic factor that seems to significantly influence the selection of treatment is the presence of RA-ILD.
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Affiliation(s)
| | - Teresa Otón
- Instituto de Salud Musculoesquelética (InMusc), Calle Ofelia Nieto, 10, Madrid, Spain
| | | | - Alejandro Escudero-Contreras
- Hospital Universitario Reina Sofía, Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC), Universidad de Córdoba, Córdoba, Spain
| | | | | | | | | | - Sara Luján
- Medical Department, Bristol-Myers Squibb, Madrid, Spain
| | | | - Loreto Carmona
- Instituto de Salud Musculoesquelética (InMusc), Calle Ofelia Nieto, 10, Madrid, Spain.
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20
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Tian X, Wang Q, Li M, Zhao Y, Zhang Z, Huang C, Liu Y, Xu H, Chen Y, Wu L, Su Y, Xiao W, Zhang M, Zhao D, Sun L, Zuo X, Lei J, Li X, Zeng X. 2018 Chinese Guidelines for the Diagnosis and Treatment of Rheumatoid Arthritis. RHEUMATOLOGY AND IMMUNOLOGY RESEARCH 2021; 2:1-14. [PMID: 36467901 PMCID: PMC9524773 DOI: 10.2478/rir-2021-0002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 02/04/2021] [Indexed: 02/05/2023]
Abstract
A multidisciplinary guideline development group was established to formulate this evidence-based diagnosis and treatment guidelines for rheumatoid arthritis (RA) in China. The grading of recommendations, assessment, development, and evaluation (GRADE) system was used to rate the quality of the evidence and the strength of recommendations, which were derived from research articles and guided by the analysis of the benefits and harms as well as patients' values and preferences. A total of 10 recommendations for the diagnosis and treatment of RA were developed. This new guideline covered the classification criteria, disease activity assessment and monitoring, and the role of disease modifying antirheumatic drugs (DMARDs), biologics, small molecule synthetic targeting drugs, and glucocorticoids in the treat-to-target approach of RA. This guideline is intended to serve as a tool for clinicians and patients to implement decision-making strategies and improve the practices of RA management in China.
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Affiliation(s)
- Xinping Tian
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Chinese Rheumatism Data Center (CRDC), Chinese SLE Treatment and Research Group (CSTAR), Beijing, China
| | - Qian Wang
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Chinese Rheumatism Data Center (CRDC), Chinese SLE Treatment and Research Group (CSTAR), Beijing, China
| | - Mengtao Li
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Chinese Rheumatism Data Center (CRDC), Chinese SLE Treatment and Research Group (CSTAR), Beijing, China
| | - Yan Zhao
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Chinese Rheumatism Data Center (CRDC), Chinese SLE Treatment and Research Group (CSTAR), Beijing, China
| | - Zhiyi Zhang
- Department of Rheumatology, the First Affiliated Hospital Affiliated to Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Cibo Huang
- Department of Rheumatology, Beijing Hospital, Beijing, China
| | - Yi Liu
- Department of Rheumatology and Immunology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Huji Xu
- Department of Rheumatology and Immunology, Shanghai Changzheng Hospital, the Second Military Medical University, Shanghai, China
| | - Yaolong Chen
- Institute of Health Data Science, Lanzhou University, Chinese GRADE Center, Lanzhou, Gansu Province, China
| | - Lijun Wu
- Department of Rheumatology, Xinjiang Uygur Autonomous Region People's Hospital, Urumuqi, Xinjiang Uygur Autonomous Region, China
| | - Yin Su
- Department of Rheumatology, Peking University People's Hospital, Beijing, China
| | - Weiguo Xiao
- Department of Rheumatology, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning Province, China
| | - Miaojia Zhang
- Department of Rheumatology, The First Affiliated Hospital with Nanjing Medical University. Nanjing, JiangSu Province, China
| | - Dongbao Zhao
- Department of Rheumatology and Immunology, Changhai Hospital, The Second Military Medical University/Naval Medical University, Shanghai, China
| | - Linyun Sun
- Department of Rheumatology, Nanjing Drum Tower Hospital of Nanjing University Medical School
| | - Xiaoxia Zuo
- Department of Rheumatology and Immunology, Xiangya Hospital of Central South University, Rheumatic Diseases Research Center of Hunan Province, Changsha, China
| | - Junqiang Lei
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu Province, China
| | - Xiaofeng Li
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Chinese Rheumatism Data Center (CRDC), Chinese SLE Treatment and Research Group (CSTAR), Beijing, China
| | - Xiaofeng Zeng
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Chinese Rheumatism Data Center (CRDC), Chinese SLE Treatment and Research Group (CSTAR), Beijing, China
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21
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Hayashi S, Matsubara T, Fukuda K, Maeda T, Funahashi K, Hashimoto M, Kamenaga T, Takashima Y, Kuroda R. A genome-wide association study identifying the SNPs predictive of rapid joint destruction in patients with rheumatoid arthritis. Biomed Rep 2021; 14:31. [PMID: 33585033 PMCID: PMC7873586 DOI: 10.3892/br.2021.1407] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Accepted: 12/18/2020] [Indexed: 12/30/2022] Open
Abstract
Rheumatoid arthritis (RA) is a common chronic autoimmune disease leading to joint destruction. The aim of the present study was to identify the genomic factors predictive of susceptibility to joint destruction in patients with RA by performing a genome-wide association study of genetic variants, including single nucleotide polymorphisms (SNPs). The study sample included 228 patients with a diagnosis of RA in the past 5 years. Patients were classified into rapid (total Sharp score/years of RA, ≥50) and slow (total Sharp score/years of RA, <50) joint destruction groups for analysis. The association between the genome-wide SNP analysis and joint destruction was evaluated. The following SNPs were strongly associated with rapid radiographic joint destruction: rs2295926 (P<1x10-7), belonging to the N-acetylgalactosaminyltransferase 12 (GALNT12) gene and rs11958855 (P<1x10-6), belonging to the KCNN2 gene (associated with the potassium calcium-activated channel subfamily). The identification of genetic predictors of rapid joint destruction in RA (GALNT12 and KCNN2) may provide information regarding potential therapeutic targets, and this information may be used to assist in the management RA disease progression, thereby improving the functional outcomes for patients.
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Affiliation(s)
- Shinya Hayashi
- Department of Orthopaedic Surgery, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
| | - Tsukasa Matsubara
- Department of Orthopaedic Surgery, Matsubara Mayflower Hospital, Kato, Hyogo 673-1462, Japan
| | - Koji Fukuda
- Department of Orthopaedic Surgery, Matsubara Mayflower Hospital, Kato, Hyogo 673-1462, Japan
| | - Toshihisa Maeda
- Department of Orthopaedic Surgery, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
| | - Keiko Funahashi
- Research Institute of Joint Diseases, Kobe, Hyogo 650-0004, Japan
| | - Marowa Hashimoto
- Research Institute of Joint Diseases, Kobe, Hyogo 650-0004, Japan
| | - Tomoyuki Kamenaga
- Department of Orthopaedic Surgery, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
| | - Yoshinori Takashima
- Department of Orthopaedic Surgery, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
| | - Ryosuke Kuroda
- Department of Orthopaedic Surgery, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
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22
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Curtis JR, Weinblatt ME, Shadick NA, Brahe CH, Østergaard M, Hetland ML, Saevarsdottir S, Horton M, Mabey B, Flake DD, Ben-Shachar R, Sasso EH, Huizinga TW. Validation of the adjusted multi-biomarker disease activity score as a prognostic test for radiographic progression in rheumatoid arthritis: a combined analysis of multiple studies. Arthritis Res Ther 2021; 23:1. [PMID: 33397438 PMCID: PMC7784276 DOI: 10.1186/s13075-020-02389-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 12/09/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The multi-biomarker disease activity (MBDA) test measures 12 serum protein biomarkers to quantify disease activity in RA patients. A newer version of the MBDA score, adjusted for age, sex, and adiposity, has been validated in two cohorts (OPERA and BRASS) for predicting risk for radiographic progression. We now extend these findings with additional cohorts to further validate the adjusted MBDA score as a predictor of radiographic progression risk and compare its performance with that of other risk factors. METHODS Four cohorts were analyzed: the BRASS and Leiden registries and the OPERA and SWEFOT studies (total N = 953). Treatments included conventional DMARDs and anti-TNFs. Associations of radiographic progression (ΔTSS) per year with the adjusted MBDA score, seropositivity, and clinical measures were evaluated using linear and logistic regression. The adjusted MBDA score was (1) validated in Leiden and SWEFOT, (2) compared with other measures in all four cohorts, and (3) used to generate curves for predicting risk of radiographic progression. RESULTS Univariable and bivariable analyses validated the adjusted MBDA score and found it to be the strongest, independent predicator of radiographic progression (ΔTSS > 5) compared with seropositivity (rheumatoid factor and/or anti-CCP), baseline TSS, DAS28-CRP, CRP SJC, or CDAI. Neither DAS28-CRP, CDAI, SJC, nor CRP added significant information to the adjusted MBDA score as a predictor, and the frequency of radiographic progression agreed with the adjusted MBDA score when it was discordant with these measures. The rate of progression (ΔTSS > 5) increased from < 2% in the low (1-29) adjusted MBDA category to 16% in the high (45-100) category. A modeled risk curve indicated that risk increased continuously, exceeding 40% for the highest adjusted MBDA scores. CONCLUSION The adjusted MBDA score was validated as an RA disease activity measure that is prognostic for radiographic progression. The adjusted MBDA score was a stronger predictor of radiographic progression than conventional risk factors, including seropositivity, and its prognostic ability was not significantly improved by the addition of DAS28-CRP, CRP, SJC, or CDAI.
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Affiliation(s)
- Jeffrey R Curtis
- University of Alabama at Birmingham, 510 20th Street S, Birmingham, AL, USA
| | - Michael E Weinblatt
- Divison of Rheumatology, Inflammation and Immunity, Brigham and Women's Hospital, Boston, MA, USA
| | - Nancy A Shadick
- Divison of Rheumatology, Inflammation and Immunity, Brigham and Women's Hospital, Boston, MA, USA
| | - Cecilie H Brahe
- Copenhagen Center for Arthritis Research and DANBIO, Center for Rheumatology and Spine Diseases, Rigshospitalet, Valdemar Hansens vej 17, Glostrup, Denmark.,Department of Clinical Medicine, University of Copenhagen, Blegdamsvej 3B, Copenhagen, Denmark
| | - Mikkel Østergaard
- Copenhagen Center for Arthritis Research and DANBIO, Center for Rheumatology and Spine Diseases, Rigshospitalet, Valdemar Hansens vej 17, Glostrup, Denmark.,Department of Clinical Medicine, University of Copenhagen, Blegdamsvej 3B, Copenhagen, Denmark
| | - Merete Lund Hetland
- Copenhagen Center for Arthritis Research and DANBIO, Center for Rheumatology and Spine Diseases, Rigshospitalet, Valdemar Hansens vej 17, Glostrup, Denmark.,Department of Clinical Medicine, University of Copenhagen, Blegdamsvej 3B, Copenhagen, Denmark
| | - Saedis Saevarsdottir
- Division of Rheumatology and Clinical Epidemiology, Department of Medicine, Solna, Karolinska Institutet, SE-171 77, Stockholm, Sweden.,Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland
| | - Megan Horton
- Myriad Genetics, Inc., 320 Wakara Way, Salt Lake City, UT, USA
| | - Brent Mabey
- Myriad Genetics, Inc., 320 Wakara Way, Salt Lake City, UT, USA
| | - Darl D Flake
- Myriad Genetics, Inc., 320 Wakara Way, Salt Lake City, UT, USA
| | | | - Eric H Sasso
- Crescendo Bioscience, Inc., 180 Kimball Way, South San Francisco, CA, USA.
| | - T W Huizinga
- Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, Netherlands
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23
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Zhang L, Chen F, Geng S, Wang X, Gu L, Lang Y, Li T, Ye S. Methotrexate (MTX) Plus Hydroxychloroquine versus MTX Plus Leflunomide in Patients with MTX-Resistant Active Rheumatoid Arthritis: A 2-Year Cohort Study in Real World. J Inflamm Res 2020; 13:1141-1150. [PMID: 33376379 PMCID: PMC7755368 DOI: 10.2147/jir.s282249] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Accepted: 11/18/2020] [Indexed: 11/30/2022] Open
Abstract
Purpose To compare the efficacy, safety, and cost-effectiveness of methotrexate (MTX) plus hydroxychloroquine (HCQ) vs MTX plus leflunomide (LEF) in established rheumatoid arthritis (RA) with inadequate response to MTX monotherapy in a real-world Chinese cohort. Patients and Methods A prospective RA cohort (n=549) was screened with eligible patients who had inadequate response (disease activity score in 28 joints using erythrocyte sedimentation rate, DAS28-ESR>3.2) to initial MTX monotherapy and subsequently received either MTX+HCQ or MTX+LEF. Propensity score matching (PSM) was applied to adjust the possible baseline confounders between two groups. The primary outcome was the proportion of patients achieving first remission (DAS28-ESR<2.6) during follow-up by log rank test. Secondary outcomes were changes of DAS28, glucocorticoids (GCs) exposure, safety, cost-effectiveness, sustained remission, and low disease activity (LDA) rate after 24-month follow-up. Results Overall, 222 eligible patients were subjected to the aforementioned two treatment protocols (MTX+HCQ, n=102; MTX+LEF, n=120). After PSM adjustment, 97 patients in each group were analyzed. A higher remission rate was observed in the MTX+HCQ group than in the MTX+LEF group (70.1% vs 56.7%, P=0.048). The median time to remission was 11 and 16 months in the two groups, respectively. At the endpoint, more patients achieved remission (46.8% vs 32.5%, P=0.063) and maintained sustained LDA in the HCQ group (53.2% vs 38.6%, P=0.062) and also more patients withdrew GCs in this group (32% vs 16.7%, P=0.053) than those in the LEF group. Safety profiles were non-alarming, with no significant difference between the two groups. The incremental cost-effectiveness ratio yielded by MTX+HCQ over MTX+LEF was $1,111.8 per quality-adjusted life-year (QALY), within the cost-effective threshold set as the per capita gross domestic product (GDP) of China. Conclusion The MTX+HCQ combination was seemingly superior to MTX+LEF in a real-world cohort of Chinese RA patients with inadequate response to methotrexate monotherapy in respect of the efficacy and cost-effectiveness.
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Affiliation(s)
- Le Zhang
- Department of Pharmacy, Ren Ji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, People's Republic of China.,Department of Rheumatology, Ren Ji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, People's Republic of China
| | - Fangfang Chen
- Department of Rheumatology, Ren Ji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, People's Republic of China
| | - Shikai Geng
- Department of Rheumatology, Ren Ji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, People's Republic of China
| | - Xiaodong Wang
- Department of Rheumatology, Ren Ji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, People's Republic of China
| | - Liyang Gu
- Department of Rheumatology, Ren Ji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, People's Republic of China
| | - Yitian Lang
- Department of Pharmacy, Ren Ji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, People's Republic of China
| | - Ting Li
- Department of Rheumatology, Ren Ji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, People's Republic of China
| | - Shuang Ye
- Department of Rheumatology, Ren Ji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, People's Republic of China
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24
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Curtis JR, Xie F, Zhou H, Salchert D, Yun H. Use of ICD-10 diagnosis codes to identify seropositive and seronegative rheumatoid arthritis when lab results are not available. Arthritis Res Ther 2020; 22:242. [PMID: 33059732 PMCID: PMC7560310 DOI: 10.1186/s13075-020-02310-z] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Accepted: 09/03/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Rheumatoid factor (RF) and anti-cyclic citrullinated peptide (CCP) antibody tests are often measured at the time of rheumatoid arthritis (RA) diagnosis but may not be repeated and therefore not available in electronic health record (EHR) data; lab test results are unavailable in most administrative claims databases. ICD10 coding allows discrimination between rheumatoid factor positive (M05) ("seropositive") and seronegative (M06) patients, but the validity of these codes has not been examined. METHODS Using the ACR's Rheumatology Informatics System for Effectiveness (RISE) EHR-based registry and U.S. MarketScan data where some patients have lab test results, we assembled two cohorts. Seropositive RA was defined having a M05 diagnosis code on the second rheumatologist encounter, M06 similarly identified seronegative RA, and RF and anti-CCP lab test results were the gold standard. We calculated sensitivity (Se) and positive predicted value (PPV) of the M05/M06 diagnosis codes. RESULTS We identified 43,581 eligible RA patients (RISE) and 1185 (MarketScan) with RF or anti-CCP lab test results available. Using M05 as the proxy for seropositive RA, sensitivity = 0.76, PPV = 0.82 in RISE, and Se = 0.73, PPV = 0.84 in MarketScan. Results for M06 as a proxy for seronegative RA were comparable in RISE, albeit somewhat lower in MarketScan. Over 3 consecutive visits, approximately 90% of RA patients were coded consistently using either M05 or M06 at each visit. CONCLUSION Under ICD10, M05 and M06 diagnosis codes are reasonable proxies to identify seropositive and seronegative RA with high sensitivity and positive predictive values if lab test results are not available.
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Affiliation(s)
- Jeffrey R Curtis
- Division of Clinical Immunology & Rheumatology, University of Alabama at Birmingham, Birmingham, AL, USA. .,Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA. .,Department of Computer Science, University of Alabama at Birmingham, Birmingham, AL, USA.
| | - Fenglong Xie
- Division of Clinical Immunology & Rheumatology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Hong Zhou
- Division of Clinical Immunology & Rheumatology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - David Salchert
- Division of Clinical Immunology & Rheumatology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Huifeng Yun
- Division of Clinical Immunology & Rheumatology, University of Alabama at Birmingham, Birmingham, AL, USA.,Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
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25
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Smolen JS, Kang YM, Yoo WH, Emery P, Weinblatt ME, Keystone EC, Genovese MC, Myung G, Baek I, Ghil J. Radiographic progression based on baseline characteristics from TNF inhibitor biosimilar studies in patients with rheumatoid arthritis. Arthritis Res Ther 2020; 22:188. [PMID: 32795341 PMCID: PMC7427775 DOI: 10.1186/s13075-020-02267-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Accepted: 07/09/2020] [Indexed: 02/07/2023] Open
Abstract
Objective Phase III clinical trials of the tumour necrosis factor inhibitors SB4, SB2, and SB5 (biosimilars to etanercept, infliximab, and adalimumab, respectively) have demonstrated efficacy in moderate-to-severe rheumatoid arthritis (RA). Data from these trials were used to identify baseline characteristics associated with radiographic progression and to build a matrix risk model for its prediction. Methods Patients with radiographic progression and baseline demographic and disease characteristic data were pooled across the 3 phase III studies of each biosimilar and its reference product. Baseline demographics and disease characteristics were evaluated for their relationship with radiographic progression (1-year mean change in mTSS > 0); 3 factors were selected based on strongest Pearson’s correlation coefficient with the change in modified Total Sharp Score. Univariate logistic regression was performed to assess the association between each baseline factor and the rate of radiographic progression, with subsequent matrix model development performed using multivariate logistic regression. Results A total of 1371 patients were included in the analysis, with a radiographic progression rate of 27.4%. The 3 baseline predictors of radiographic progression, based on Pearson’s correlation coefficient, were 28 swollen joint count (SJC28), C-reactive protein (CRP), and physician global assessment (PhGA). A matrix model showed that the predicted risk of radiographic progression was higher with the increased level of SJC28, CRP, and PhGA (P < 0.001). Conclusions In this pooled analysis of phase III clinical trial data of biosimilars for RA, identifiable baseline factors (SJC28, CRP, and PhGA) associated with radiographic progression were similar to those described in prior studies. Even though radiographic progression was minimal, a small number of patients who have increased SJC28, CRP, and PhGA at baseline should be closely monitored and follow treat-to-target approach. Clinical trial registration numbers EudraCT 2012-005026-30. Registered 30 April 2013, https://www.clinicaltrialsregister.eu/ctr-search/trial/2012-005026-30/results EudraCT 2012-005733-37. Registered 10 July 2013, https://www.clinicaltrialsregister.eu/ctr-search/trial/2012-005733-37/results EudraCT 2013-005013-13. Registered 01 April 2014, https://www.clinicaltrialsregister.eu/ctr-search/trial/2013-005013-13/results
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Affiliation(s)
- Josef S Smolen
- Division of Rheumatology, Department of Medicine, Medical University of Vienna, Waehinger Guertel 18-20, A-1090, Vienna, Austria.
| | - Young Mo Kang
- Division of Rheumatology, Department of Internal Medicine, Kyungpook National University School of Medicine, Daegu, Republic of Korea
| | - Wan-Hee Yoo
- Division of Rheumatology, Department of Internal Medicine, Chonbuk National University Hospital, Jeonju, Republic of Korea
| | - Paul Emery
- University of Leeds, Leeds Institute of Rheumatic and Musculoskeletal Medicine, Leeds, UK
| | - Michael E Weinblatt
- Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Edward C Keystone
- Division of Rheumatology, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Mark C Genovese
- Division of Immunology and Rheumatology, Stanford University Medical Center, Stanford, CA, USA
| | - Gihyun Myung
- Samsung Bioepis Co., Ltd., Incheon, Republic of Korea
| | - Inyoung Baek
- Samsung Bioepis Co., Ltd., Incheon, Republic of Korea
| | - Jeehoon Ghil
- Samsung Bioepis Co., Ltd., Incheon, Republic of Korea
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26
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Periarticular osteophyte formation protects against total knee arthroplasty in rheumatoid arthritis patients with advanced joint damage. Clin Rheumatol 2020; 39:3331-3339. [DOI: 10.1007/s10067-020-05140-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 04/10/2020] [Accepted: 05/01/2020] [Indexed: 02/07/2023]
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Imaging evaluation of the cartilage in rheumatoid arthritis patients with an x-ray phase imaging apparatus based on Talbot-Lau interferometry. Sci Rep 2020; 10:6561. [PMID: 32300128 PMCID: PMC7162962 DOI: 10.1038/s41598-020-63155-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Accepted: 03/20/2020] [Indexed: 12/05/2022] Open
Abstract
X-ray Talbot-Lau interferometry is one of the x-ray phase imaging methods that has high sensitivity in depicting soft tissues. Unlike earlier x-ray phase imaging methods that required particular types of x-ray sources, such as a synchrotron or a micro-focus x-ray tube, x-ray Talbot-Lau interferometry enables to perform clinical x-ray phase imaging using a conventional x-ray source with a relatively compact configuration. We developed an apparatus to depict cartilage in the metacarpophalangeal joints of the hands. In addition, we examined the apparatus performance by applying it to healthy volunteers and patients with rheumatoid arthritis (RA). Cartilage deformation, which is thought to be a precursor of destruction of the joints, was successfully depicted by the apparatus, suggesting a potential early diagnosis of RA.
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Precision medicine and management of rheumatoid arthritis. J Autoimmun 2020; 110:102405. [PMID: 32276742 DOI: 10.1016/j.jaut.2020.102405] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Accepted: 01/05/2020] [Indexed: 12/20/2022]
Abstract
Precision medicine (PM) is a very commonly used term that implies a highly individualized and tailored approach to patient management. There are, however, many layers of precision, as for example taking an appropriate patient history, or performing additional lab or imaging tests are already helping to better tailor treatments to the right patient. All this adds to the narrower definition of PM, which implies using the unique molecular characteristics of a patient for management decisions. Big data has become an essential part of PM, including as much information as possible to improve precision of disease management, although integration of multi-source data continues to be a challenge in practical application. In research big data can identify new (sub-)phenotypes in unsupervised analyses, which ultimately advance precision by allowing new targeted therapeutic approaches. We will discuss the current status of PM in rheumatoid arthritis (RA) in the management areas of diagnosis, prognosis, selection of therapy, and decision to reduce therapy. PM markers for diagnosis of RA are usually markers of RA classification rather than diagnosis, and subtypes of RA are potentially underrecognized. Prognostic precision is well established for RA, including markers of disease activity or structure, as well as autoantibodies and genetics. The choice of the right compound in a patient identified to have a poor prognosis, however, remains widely arbitrary. Finally and most recently, the most reliable markers for a safe withdrawal of therapy continue to be lower levels of disease activity and longer presence of remission.
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Studenic P, Felson D, de Wit M, Alasti F, Stamm TA, Smolen JS, Aletaha D. Testing different thresholds for patient global assessment in defining remission for rheumatoid arthritis: are the current ACR/EULAR Boolean criteria optimal? Ann Rheum Dis 2020; 79:445-452. [PMID: 32024651 PMCID: PMC10564460 DOI: 10.1136/annrheumdis-2019-216529] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 12/21/2019] [Accepted: 01/22/2020] [Indexed: 12/21/2022]
Abstract
OBJECTIVES This study aimed to evaluate different patient global assessment (PGA) cut-offs required in the American College of Rheumatology/European League Against Rheumatism (ACR/EULAR) Boolean remission definition for their utility in rheumatoid arthritis (RA). METHODS We used data from six randomised controlled trials in early and established RA. We increased the threshold for the 0-10 score for PGA gradually from 1 to 3 in steps of 0.5 (Boolean1.5 to Boolean3.0) and omitted PGA completely (BooleanX) at 6 and 12 months. Agreement with the index-based (Simplified Disease Activity Index (SDAI)) remission definition was analysed using kappa, recursive partitioning (classification and regression tree (CART)) and receiver operating characteristics. The impact of achieving each definition on functional and radiographic outcomes after 1 year was explored. RESULTS Data from 1680 patients with early RA and 920 patients with established RA were included. The proportion of patients achieving Boolean remission increased with higher thresholds for PGA from 12.4% to 19.7% in early and 5.9% to 12.3% in established RA at 6 months. Best agreement with SDAI remission occurred at PGA cut-offs of 1.5 and 2.0, while agreement decreased with higher PGA (CART: optimal agreement at PGA≤1.6 cm; sensitivity of PGA≤1.5 95%). Changing PGA thresholds at 6 months did not affect radiographic progression at 12 months (mean ꙙsmTSS for Boolean, 1.5, 2.0, 2.5, 3.0, BooleanX: 0.35±5.4, 0.38±5.14, 0.41±5.1, 0.37±4.9, 0.34±4.9, 0.27±4.7). However, the proportion attaining HAQ≤0.5 was 90.2%, 87.9%, 85.2%, 81.1%, 80.7% and 73.1% for the respective Boolean definitions. CONCLUSION Increasing the PGA cut-off to 1.5 cm would provide high consistency between Boolean with the index-based remission; the integer cut-off of 2.0 cm performed similarly.
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Affiliation(s)
- Paul Studenic
- Department of Internal Medicine 3, Division of Rheumatology, Medical University of Vienna, Wien, Austria
| | - David Felson
- Section of Rheumatology, Boston University School of Medicine, Boston, Massachusetts, USA
- Centre for Epidemiology, The University of Manchester, Manchester, UK
| | - Maarten de Wit
- Standing Committee of People with Arthritis/Rheumatism in Europe (PARE), EULAR, Zurich, Switzerland
| | - Farideh Alasti
- Department of Internal Medicine 3, Division of Rheumatology, Medical University of Vienna, Wien, Austria
| | - Tanja A Stamm
- Center for Medical Statistics, Informatics, and Intelligent Systems, Section for Outcomes Research, Medical University of Vienna, Wien, Austria
| | - Josef S Smolen
- Department of Internal Medicine 3, Division of Rheumatology, Medical University of Vienna, Wien, Austria
| | - Daniel Aletaha
- Department of Internal Medicine 3, Division of Rheumatology, Medical University of Vienna, Wien, Austria
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Ochi S, Saito K, Mizoguchi F, Kato S, Tanaka Y. Insensitivity versus poor response to tumour necrosis factor inhibitors in rheumatoid arthritis: a retrospective cohort study. Arthritis Res Ther 2020; 22:41. [PMID: 32131890 PMCID: PMC7057565 DOI: 10.1186/s13075-020-2122-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Accepted: 02/06/2020] [Indexed: 12/28/2022] Open
Abstract
Background With advancement in the treatment options of rheumatoid arthritis (RA), optimising the outcomes of difficult-to-treat patients has become increasingly important in clinical practice. In particular, insensitivity to first-line biologic disease-modifying anti-rheumatic drugs (bDMARD) is becoming a significant problem because it may decrease the treatment adherence of patients. This study aimed to compare RA patients with an insensitivity and those with a poor response to initial treatment with tumour necrosis factor inhibitors (TNFis), which are the most frequently used bDMARDs. Methods This is a retrospective cohort study using clinical data from the FIRST registry. bDMARD-naïve RA patients treated with tumour necrosis factor inhibitors (TNFis) from August 2003 to May 2019 were included and categorised into three groups: TNFi insensitivity, poor response to TNFis and controls. TNFi insensitivity was defined as follows: (1) discontinuation of TNFi treatment within 22 weeks due to lack of any response, or (2) an increase in the disease activity score in 28 joints–C-reactive protein (DAS28-CRP) of > 0.6 at week 22 compared with week 0. Among the remaining patients, those with a DAS28-CRP > 2.6 at week 22 were categorised in the poor response group. Results Of the included patients, 94 were classified in the insensitivity, 604 in the poor response and 915 in the control. A higher DAS28-CRP before treatment was a risk factor for a poor response but not for insensitivity. In contrast, dose escalation of infliximab decreased the risk of a poor response but not that of insensitivity. Conclusions In future research, poor and insensitivity to bDMARDs should be assessed separately to fully elucidate the aetiology of, and risk factors for, bDMARD refractoriness.
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Affiliation(s)
- Sae Ochi
- Department of Laboratory Medicine, Jikei University School of Medicine, Nishi-shinbashi 3-25-8, Minatoku, Tokyo, 105-8461, Japan. .,First Department, University of Occupational and Environmental Health, Iseigaoka 1-1, Yawatanishi-ku, Kitakyushu, Fukuoka, 80708556, Japan.
| | - Kazuyoshi Saito
- First Department, University of Occupational and Environmental Health, Iseigaoka 1-1, Yawatanishi-ku, Kitakyushu, Fukuoka, 80708556, Japan
| | - Fumitaka Mizoguchi
- Department of Rheumatology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University (TMDU), Yushima 1-5-45, Bunkyo-ku, Tokyo, 113-8510, Japan
| | - Shigeaki Kato
- Center for Regional Cooperation, Iwaki Meisei University, Chuodai Iino 5-5-1, Iwaki, Fukushima, 970-8551, Japan
| | - Yoshiya Tanaka
- First Department, University of Occupational and Environmental Health, Iseigaoka 1-1, Yawatanishi-ku, Kitakyushu, Fukuoka, 80708556, Japan
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Abstract
Insights into rheumatoid arthritis (RA) have slowly evolved over the last century, but with breathtaking speed over the last 2 decades. While only aspirin and parenteral gold were available in early 20th century, the efficacy of sulfasalazine, glucocorticoids and methotrexate was established around its middle. Identification of pathogenetic pathways was slow, and until today the role of T-cells is enigmatic, while it is clear that genetics via the shared epitope and other genes as well as environmental factors including the metagenome play major roles. More clarity evolved on importance of proinflammatory cytokines, especially TNF and IL-6. The activation of osteoclasts, the culprits of bony joint damage, is amplified by the proinflammatory cytokines. The realization of TNF's central role led to the successful introduction of TNF-inhibitors and subsequently also inhibitors of other cytokines and cells as well as signal transduction. In parallel, the evolution of outcomes research has contributed importantly to RA management. At the turn to the 21st century, improvement criteria and continuous indices were created, allowing reliable therapeutic response determination, including definition of endpoints like remission. Also our understanding of the role of disease activity relative to disease pathology has increased, ultimately fostering the treat-to-target concept and recommendations and, thus, optimal outcomes for RA patients as never been seen before. Similar developments are now ultimately being introduced in the field of psoriatic arthritis. Here many of these aspects are reviewed from a very personal perspective of the author in the hopes of further helping parients with chronic forms of arthritis.
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Affiliation(s)
- Josef S Smolen
- Division of Rheumatology, Department of Medicine 3, Medical University of Vienna, Austria.
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Ishiguro N, Tanaka Y, Yamanaka H, Yoneda T, Ohira T, Okubo N, Genant HK, van der Heijde D, Takeuchi T. Efficacy of denosumab with regard to bone destruction in prognostic subgroups of Japanese rheumatoid arthritis patients from the phase II DRIVE study. Rheumatology (Oxford) 2020; 58:997-1005. [PMID: 30602032 PMCID: PMC6532444 DOI: 10.1093/rheumatology/key416] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Revised: 11/14/2018] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVES To evaluate the efficacy of denosumab for progressive bone erosion in risk factor subgroups of Japanese RA patients. METHODS This study included 340 RA patients on MTX from the dose-response study of Denosumab in patients with RheumatoId arthritis on methotrexate to Validate inhibitory effect on bone Erosion (DRIVE study-a 12-month, multicentre, randomized, double-blind, placebo-controlled, phase II study). The patients were randomized to receive placebo or denosumab 60 mg every 6 months, 3 months or 2 months. Subgroup analyses involved baseline RF, ACPA, swollen joint count, CRP level, RA duration, ESR and glucocorticoid use. RESULTS Patients with risk factor positivity generally showed consistent results for the primary endpoint of the change in the modified Sharp erosion score at 12 months from baseline. In the placebo, every 6 months, every 3 months and every 2 months groups, the mean changes in the erosion score, according to the RF status (RF-positive vs -negative subgroups), were 1.18 vs 0.59, 0.25 (P = 0.0601 vs placebo) vs 0.31 (P = 0.0827), 0.21 (P = 0.0422) vs -0.02 (P = 0.0631) and 0.15 (P = 0.0010) vs -0.05 (P = 0.0332), respectively, while the mean changes in the erosion score, according to the ACPA status (ACPA-positive vs -negative subgroups), were 1.30 vs 0.07, 0.26 (P = 0.0142) vs 0.33 (P = 0.2748), 0.16 (P = 0.0058) vs 0.08 (P = 0.7166) and 0.09 (P < 0.0001) vs 0.08 (P = 0.8939), respectively. CONCLUSION Denosumab is a potentially useful treatment option for RA patients who are positive for RF, ACPA and other possible risk factors. TRIAL REGISTRATION JAPIC Clinical Trials Information, http://www.clinicaltrials.jp/user/cteSearch_e.jsp, JapicCTI-101263.
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Affiliation(s)
- Naoki Ishiguro
- Department of Orthopaedics, Nagoya University Graduate School of Medicine, Nagoya, Aichi
| | - Yoshiya Tanaka
- First Department of Internal Medicine, University of Occupational and Environmental Health, Kitakyushu
| | - Hisashi Yamanaka
- Institute of Rheumatology, Tokyo Women's Medical University, Tokyo
| | - Toshiyuki Yoneda
- Department of Biochemistry, Osaka University Graduate School of Dentistry, Osaka
| | | | | | - Harry K Genant
- Departments of Radiology, Medicine and Orthopaedic Surgery, University of California, San Francisco, CA, USA
| | | | - Tsutomu Takeuchi
- Division of Rheumatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan
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33
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Ørnbjerg LM, Østergaard M. Assessment of structural damage progression in established rheumatoid arthritis by conventional radiography, computed tomography, and magnetic resonance imaging. Best Pract Res Clin Rheumatol 2020; 33:101481. [PMID: 32001166 DOI: 10.1016/j.berh.2019.101481] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Structural damage progression in patients with established rheumatoid arthritis (RA) has traditionally been assessed by conventional radiography (CR), which has proven its value in clinical practice and clinical trials over the past decades. The most prominent abnormalities visualized by CR in RA patients are erosions as a consequence of bone destruction and joint space narrowing (JSN) as a consequence of cartilage damage. Several validated scoring systems to quantify the structural joint damage and progression herein are available. Computed tomography and magnetic resonance imaging are newer, more sensitive methods for detection and monitoring of structural joint damage. A validated scoring system for magnetic resonance imaging of the hands and wrists exists, while no consensus has been reached on a scoring system for computed tomography. Structural damage identified by either CR or magnetic resonance imaging predicts a poorer disease course in patients with both early and established rheumatoid arthritis.
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Affiliation(s)
- Lykke Midtbøll Ørnbjerg
- Copenhagen Center for Arthritis Research, COPECARE, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Valdemar Hansens Vej 17, 2600, Glostrup, Denmark.
| | - Mikkel Østergaard
- Copenhagen Center for Arthritis Research, COPECARE, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Valdemar Hansens Vej 17, 2600, Glostrup, Denmark.
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34
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Smolen JS, Landewé RBM, Bijlsma JWJ, Burmester GR, Dougados M, Kerschbaumer A, McInnes IB, Sepriano A, van Vollenhoven RF, de Wit M, Aletaha D, Aringer M, Askling J, Balsa A, Boers M, den Broeder AA, Buch MH, Buttgereit F, Caporali R, Cardiel MH, De Cock D, Codreanu C, Cutolo M, Edwards CJ, van Eijk-Hustings Y, Emery P, Finckh A, Gossec L, Gottenberg JE, Hetland ML, Huizinga TWJ, Koloumas M, Li Z, Mariette X, Müller-Ladner U, Mysler EF, da Silva JAP, Poór G, Pope JE, Rubbert-Roth A, Ruyssen-Witrand A, Saag KG, Strangfeld A, Takeuchi T, Voshaar M, Westhovens R, van der Heijde D. EULAR recommendations for the management of rheumatoid arthritis with synthetic and biological disease-modifying antirheumatic drugs: 2019 update. Ann Rheum Dis 2020; 79:685-699. [PMID: 31969328 DOI: 10.1136/annrheumdis-2019-216655] [Citation(s) in RCA: 1582] [Impact Index Per Article: 395.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2019] [Revised: 12/16/2019] [Accepted: 12/18/2019] [Indexed: 02/06/2023]
Abstract
OBJECTIVES To provide an update of the European League Against Rheumatism (EULAR) rheumatoid arthritis (RA) management recommendations to account for the most recent developments in the field. METHODS An international task force considered new evidence supporting or contradicting previous recommendations and novel therapies and strategic insights based on two systematic literature searches on efficacy and safety of disease-modifying antirheumatic drugs (DMARDs) since the last update (2016) until 2019. A predefined voting process was applied, current levels of evidence and strengths of recommendation were assigned and participants ultimately voted independently on their level of agreement with each of the items. RESULTS The task force agreed on 5 overarching principles and 12 recommendations concerning use of conventional synthetic (cs) DMARDs (methotrexate (MTX), leflunomide, sulfasalazine); glucocorticoids (GCs); biological (b) DMARDs (tumour necrosis factor inhibitors (adalimumab, certolizumab pegol, etanercept, golimumab, infliximab), abatacept, rituximab, tocilizumab, sarilumab and biosimilar (bs) DMARDs) and targeted synthetic (ts) DMARDs (the Janus kinase (JAK) inhibitors tofacitinib, baricitinib, filgotinib, upadacitinib). Guidance on monotherapy, combination therapy, treatment strategies (treat-to-target) and tapering on sustained clinical remission is provided. Cost and sequencing of b/tsDMARDs are addressed. Initially, MTX plus GCs and upon insufficient response to this therapy within 3 to 6 months, stratification according to risk factors is recommended. With poor prognostic factors (presence of autoantibodies, high disease activity, early erosions or failure of two csDMARDs), any bDMARD or JAK inhibitor should be added to the csDMARD. If this fails, any other bDMARD (from another or the same class) or tsDMARD is recommended. On sustained remission, DMARDs may be tapered, but not be stopped. Levels of evidence and levels of agreement were mostly high. CONCLUSIONS These updated EULAR recommendations provide consensus on the management of RA with respect to benefit, safety, preferences and cost.
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Affiliation(s)
- Josef S Smolen
- Division of Rheumatology, Department of Medicine 3, Medical University of Vienna, Vienna, Austria
| | - Robert B M Landewé
- Amsterdam University Medical Center, Amsterdam, The Netherlands.,Zuyderland Medical Center, Heerlen, The Netherlands
| | - Johannes W J Bijlsma
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Gerd R Burmester
- Department of Rheumatology and Clinical Immunology, Charité - University Medicine Berlin, Free University and Humboldt University Berlin, Berlin, Germany
| | - Maxime Dougados
- Rhumatologie B, Hopital Cochin, 27 rue du Fbg Saint-Jacques, Paris, France
| | - Andreas Kerschbaumer
- Division of Rheumatology, Department of Medicine 3, Medical University of Vienna, Vienna, Austria
| | - Iain B McInnes
- Institute of Infection, Immunity and Inflammation, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Alexandre Sepriano
- NOVA Medical School, Universidade Nova de Lisboa, Lisbon, Portugal, and Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Maarten de Wit
- EULAR Patient Research Partner; Department Medical Humanities, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Daniel Aletaha
- Division of Rheumatology, Department of Medicine 3, Medical University of Vienna, Vienna, Austria
| | - Martin Aringer
- Division of Rheumatology, Department of Medicine III, University Medical Center and Faculty of Medicine Carl Gustav Carus, Dresden, Germany
| | - John Askling
- Department of Rheumatology, Karolinska University Hospital, Stockholm, Sweden
| | - Alejandro Balsa
- Servicio de Reumatologia Hospital Universitario La Paz, Instituto de Investigacion IdiPAZ, Madrid, Spain
| | - Maarten Boers
- Department of Epidemiology and Biostatistics and Amsterdam Rheumatology and Immunology Center, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | | | - Maya H Buch
- Division of Musculoskeletal and Dermatological Sciences, University of Manchester; NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Frank Buttgereit
- Department of Rheumatology and Clinical Immunology, Charité - University Medicine Berlin, Free University and Humboldt University Berlin, Berlin, Germany
| | - Roberto Caporali
- Department of Clinical Sciences and Community Health, University of Milan, and IRCCS S Matteo Foundation, Pavia, Italy
| | | | - Diederik De Cock
- Department of Development and Regeneration, Skeletal Biology and Engineering Research Center, KU Leuven; Rheumatology, University Hospitals Leuven, Leuven, Belgium
| | - Catalin Codreanu
- Center of Rheumatic Diseases, University of Medicine and Pharmacy, Bucharest, Romania
| | - Maurizio Cutolo
- Research Laboratory and Division of Clinical Rheumatology, Department of Internal Medicine - University of Genoa, Genoa, Italy
| | - Christopher John Edwards
- Musculoskeletal Research Unit, NIHR Clinical Research Facility, University Hospital Southampton, Southampton, UK
| | - Yvonne van Eijk-Hustings
- Department of Patient & Care and Department of Rheumatology, University of Maastricht, Maastricht, The Netherlands
| | - Paul Emery
- NIHR Leeds Musculoskeletal Biomedical Research Unit, Leeds Teaching Hospitals NHS Trust and Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK
| | - Axel Finckh
- Division of Rheumatology, University Hospitals of Geneva, Geneva, Switzerland
| | - Laure Gossec
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Paris and Pitié Salpêtrière hospital, AP-HP, Rheumatology Department, Paris, France
| | - Jacques-Eric Gottenberg
- Strasbourg University Hospital and University of Strasbourg, CNRS, Institut de Biologie Moléculaire et Cellulaire, Immunopathologie, et Chimie Thérapeutique, Strasbourg, France
| | - Merete Lund Hetland
- Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Tom W J Huizinga
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Marios Koloumas
- European League Against Rheumatism, Zurich, Switzerland.,Cyprus League against Rheumatism, Nikosia, Cyprus
| | - Zhanguo Li
- Department of Rheumatology and Immunology, Beijing University People's Hospital, Beijing, China
| | - Xavier Mariette
- Université Paris-Sud, AP-HP, Université Paris-Saclay, Le Kremlin Bicêtre, France
| | - Ulf Müller-Ladner
- Department of Rheumatology and Clinical Immunology, Campus Kerckhoff, Justus-Liebig University Giessen, Bad Nauheim, Germany
| | | | - Jose A P da Silva
- Serviço de Reumatologia, Centro Hospitalar e Universitário de Coimbra Praceta Mota Pinto, and Coimbra Institute for Clinical and Biomedical Research (i-CRB), Faculty of Medicine of Coimbra, Coimbra, Portugal
| | - Gyula Poór
- National Institute of Rheumatology & Physiology, Semmelweis University, Budapest, Hungary
| | - Janet E Pope
- University of Western Ontario, Schulich School of Medicine & Dentistry, Department of Medicine, London, Ontario, Canada
| | | | | | - Kenneth G Saag
- Department of Medicine, Division of Rheumatology, University of Alabama at Birmingham, Brmingham, Alabama, USA
| | - Anja Strangfeld
- Programme Area Epidemiology, Deutsches Rheumaforschungszentrum Berlin, Berlin, Germany
| | - Tsutomu Takeuchi
- Keio University School of Medicine, Keio University Hospital, Tokyo, Japan
| | - Marieke Voshaar
- Department of Psychology, Health and Technology, University of Twente, Enschede, The Netherlands
| | - René Westhovens
- Department of Development and Regeneration, Skeletal Biology and Engineering Research Center, KU Leuven; Rheumatology, University Hospitals Leuven, Leuven, Belgium
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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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36
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Nasonov EL, Beketova TV, Ananyeva LP, Vasilyev VI, Solovyev SK, Avdeeva AS. PROSPECTS FOR ANTI-B-CELL THERAPY IN IMMUNO-INFLAMMATORY RHEUMATIC DISEASES. RHEUMATOLOGY SCIENCE AND PRACTICE 2019. [DOI: 10.14412/1995-4484-2019-3-40] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- E L. Nasonov
- V.A. Nasonova Research Institute of Rheumatology; I.M. Sechenov First Moscow State Medical University (Sechenov University), Ministry of Health of Russia
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37
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Vanier A, Smolen JS, Allaart CF, Van Vollenhoven R, Verschueren P, Vastesaeger N, Saevarsdottir S, Visser K, Aletaha D, Combe B, Fautrel B. An updated matrix to predict rapid radiographic progression of early rheumatoid arthritis patients: pooled analyses from several databases. Rheumatology (Oxford) 2019; 59:1842-1852. [DOI: 10.1093/rheumatology/kez542] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Revised: 09/19/2019] [Indexed: 01/23/2023] Open
Abstract
Abstract
Objective
In early RA, some patients exhibit rapid radiographic progression (RRP) after one year, associated with poor functional prognosis. Matrices predicting this risk have been proposed, lacking precision or inadequately calibrated. We developed a matrix to predict RRP with high precision and adequate calibration.
Methods
Post-hoc analysis by pooling individual data from cohorts (ESPOIR and Leuven cohorts) and clinical trials (ASPIRE, BeSt and SWEFOT trials). Adult DMARD-naïve patients with active early RA for which the first therapeutic strategy after inclusion was to prescribe methotrexate or leflunomide were included. A logistic regression model to predict RRP was built. The best model was selected by 10-fold stratified cross-validation by maximizing the Area Under the Curve. Calibration and discriminatory power of the model were checked. The probabilities of RRP for each combination of levels of baseline characteristics were estimated.
Results
1306 patients were pooled. 20.6% exhibited RRP. Four predictors were retained: rheumatoid factor positivity, presence of at least one RA erosion on X-rays, CRP > 30mg/l, number of swollen joints. The matrix estimates RRP probability for 36 combinations of level of baseline characteristics with a greatly enhanced precision compared with previously published matrices (95% CI: from ± 0.02 minimum to ± 0.08 maximum) and model calibration is excellent (P = 0.79).
Conclusion
A matrix proposing RRP probability with high precision and excellent calibration in early RA was built. Although the matrix has moderate sensitivity and specificity, it is easily usable and may help physicians and patients to make treatment decisions in daily clinical practice.
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Affiliation(s)
- Antoine Vanier
- Department of Biostatistics Public Health and Medical Informatics, Sorbonne University, APHP, University Hospitals Pitié-Salpêtrière Charles-Foix, Paris
- University Bretagne-Loire, University of Nantes, University of Tours, Inserm UMR U1246 SPHERE ‘Methods in patient-centered outcomes and health research’, Nantes
| | - Josef S Smolen
- Division of Rheumatology and Department of Medicine 3, University of Vienna, Vienna, Austria
| | - Cornelia F Allaart
- Department of Rheumatology, Leiden University Medical Centre, Leiden, The Netherlands
| | - Ronald Van Vollenhoven
- Rheumatology Unit, Department of Medicine, Karolinska Institute and Karolinska University Hospital, Solna, Stockholm, Sweden
| | | | | | - Saedis Saevarsdottir
- Rheumatology Unit, Department of Medicine, Karolinska Institute and Karolinska University Hospital, Solna, Stockholm, Sweden
| | - Karen Visser
- Department of Rheumatology, Leiden University Medical Centre, Leiden, The Netherlands
| | - Daniel Aletaha
- Division of Rheumatology and Department of Medicine 3, University of Vienna, Vienna, Austria
| | - Bernard Combe
- Department of Rheumatology, Montpellier 1 University, Montpellier University Hospital
| | - Bruno Fautrel
- Department of Rheumatology, Sorbonne University, GRC-08 (EEMOIS), APHP, University Hospitals Pitié-Salpêtrière Charles-Foix, Paris, France
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Ten Klooster PM, Versteeg LGA, Oude Voshaar MAH, de la Torre I, De Leonardis F, Fakhouri W, Zaremba-Pechmann L, van de Laar M. Radiographic progression can still occur in individual patients with low or moderate disease activity in the current treat-to-target paradigm: real-world data from the Dutch Rheumatoid Arthritis Monitoring (DREAM) registry. Arthritis Res Ther 2019; 21:237. [PMID: 31718678 PMCID: PMC6852758 DOI: 10.1186/s13075-019-2030-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Accepted: 10/09/2019] [Indexed: 11/26/2022] Open
Abstract
Background The aim of this retrospective study was to examine the longitudinal association between disease activity and radiographic damage in a cohort of patients with early RA (symptom onset < 1 year) treated according to treat-to-target (T2T) therapy. Methods Baseline to 3-year follow-up data were used from patients included in the DREAM remission induction cohort. Patients received protocolized T2T treatment, aimed at 28-joint disease activity score-erythrocyte sedimentation rate (DAS28-ESR) remission. Disease activity (DAS28-ESR and C-reactive protein, CRP) were assessed at least every 3 months; X-rays of the hand and feet at inclusion, 6 months, and 1, 2, and 3 years were scored using modified Sharp/van der Heijde scoring (SHS). Between and within-person associations between time-integrated disease activity and radiographic progression over time were examined. Results A subset of 229 out of 534 included patients were available for analysis. At the between-patient level, time-integrated DAS28-ESR scores were not significantly correlated with progression at the 6 month and 2-year follow-up and only weakly at the 1-year (Pearson’s correlation coefficient r = 0.17, P < 0.05) and 3-year follow-up (r = 0.21, P < 0.05). Individual slopes of the relationship between DAS28-ESR and progression scores in each time interval were significantly correlated over time and the slope of the first 6 months was moderately associated with this slope at later time points (r between 0.39 and 0.59; P values < 0.001). Between 15.9 to 22.7% and 16.7 to 38.5% of patients with low and moderate time-integrated disease activity, respectively, experienced relevant (ΔSHS ≥ 3) radiographic progression at the different time intervals. Analyses using CRP showed similar results. Conclusions In early RA patients treated according to T2T, radiographic progression appears to be an individually determined disease process, driven by factors other than consistent high disease activity. For individual patients, the intra-patient relation between disease activity and cumulative radiographic damage during the first 6 months is a good indicator for this relation in later years. Trial registration Netherlands Trial Register NTR578, 12 January 2006.
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Affiliation(s)
- Peter M Ten Klooster
- Transparency in Healthcare, Hengelo, the Netherlands. .,Arthritis Centre Twente, University of Twente, Enschede, the Netherlands. .,Department of Psychology, Health & Technology, University of Twente, PO BOX 217, 7500 AE, Enschede, the Netherlands.
| | - Letty G A Versteeg
- Arthritis Centre Twente, University of Twente, Enschede, the Netherlands.,Arthritis Centre Twente, Medisch Spectrum Twente, Enschede, the Netherlands
| | - Martijn A H Oude Voshaar
- Transparency in Healthcare, Hengelo, the Netherlands.,Arthritis Centre Twente, University of Twente, Enschede, the Netherlands
| | | | | | | | | | - Mart van de Laar
- Transparency in Healthcare, Hengelo, the Netherlands.,Arthritis Centre Twente, University of Twente, Enschede, the Netherlands.,Arthritis Centre Twente, Medisch Spectrum Twente, Enschede, the Netherlands
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Risk profiling for a refractory course of rheumatoid arthritis. Semin Arthritis Rheum 2019; 49:211-217. [DOI: 10.1016/j.semarthrit.2019.02.004] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2018] [Revised: 01/20/2019] [Accepted: 02/04/2019] [Indexed: 01/06/2023]
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Curtis JR, Brahe CH, Østergaard M, Lund Hetland M, Hambardzumyan K, Saevarsdottir S, Wang X, Flake Ii DD, Sasso EH, Huizinga TW. Predicting risk for radiographic damage in rheumatoid arthritis: comparative analysis of the multi-biomarker disease activity score and conventional measures of disease activity in multiple studies. Curr Med Res Opin 2019; 35:1483-1493. [PMID: 30777458 DOI: 10.1080/03007995.2019.1585064] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Objective: To compare the multi-biomarker disease activity (MBDA) score with the DAS28-CRP and CRP for predicting risk of radiographic progression in patients with rheumatoid arthritis.Methods: Published studies of the MBDA score and radiographic progression with ≥100 patients per cohort were evaluated. Rates of radiographic progression over 1 year were determined across the low/moderate/high categories for MBDA score (low/moderate/high: <30, 30-44, >44), DAS28-CRP (low/moderate/high: ≤2.67, >2.67-4.09, >4.09) and CRP (low/moderate/high: ≤10, >10-30, >30 mg/L), with positive and negative predictive value (PPV, NPV) and relative risk (RR) determined for high vs. not-high (i.e. low and moderate combined) categories. Patient-level data from studies having all three measures was pooled to: (1) determine a combined RR for radiographic progression in the high vs. not-high categories for each measure; and (2) compare the predictive ability of MBDA score vs. DAS28-CRP by comparing the rates of radiographic progression observed in subgroups created by cross-classifying the high and not-high categories of each measure.Results: Five cohorts were identified for inclusion (total N=929). In each, radiographic progression was more frequent with increasing MBDA scores. Among the three cohorts with requisite data, PPVs were generally similar using categories of MBDA score, DAS28-CRP or CRP but NPVs were greater for MBDA score (93-97%) than DAS28-CRP or CRP (77-87%). RRs for radiographic progression were greater when based on categories of MBDA score than DAS28-CRP or CRP and the combined RR was greater for MBDA score (4.6, p < .0001) than DAS28-CRP (1.7, p = .02) or CRP (1.7, p = .002). For patients cross-classified by MBDA score and DAS28-CRP, high vs. not-high MBDA score significantly predicted radiographic progression independently of DAS28-CRP.Conclusions: High and not-high MBDA scores were associated with increased and low risk, respectively, for radiographic progression over one year. MBDA score was a better predictor of radiographic progression than DAS28-CRP or CRP.
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Affiliation(s)
| | - Cecilie H Brahe
- Copenhagen Center for Arthritis Research and DANBIO, Center for Rheumatology and Spine Diseases, Glostrup, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Mikkel Østergaard
- Copenhagen Center for Arthritis Research and DANBIO, Center for Rheumatology and Spine Diseases, Glostrup, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Merete Lund Hetland
- Copenhagen Center for Arthritis Research and DANBIO, Center for Rheumatology and Spine Diseases, Glostrup, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Karen Hambardzumyan
- Rheumatology Unit, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
| | - Saedis Saevarsdottir
- Rheumatology Unit, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Xingbin Wang
- Crescendo Bioscience Inc., South San Francisco, CA, USA
| | | | - Eric H Sasso
- Crescendo Bioscience Inc., South San Francisco, CA, USA
| | - T W Huizinga
- Leiden University Medical Center, Leiden, Netherlands
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Soluble Lectin-like Oxidized Low-Density Lipoprotein Receptor 1 Predicts the Changes of Rheumatoid Factor Titers in Rheumatoid Arthritis. J Clin Rheumatol 2019; 26:295-300. [PMID: 31397763 DOI: 10.1097/rhu.0000000000001116] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVE The aim of this longitudinal study was to examine the clinical significance of soluble lectin-like oxidized low-density lipoprotein receptor 1 (sLOX-1) in patients with rheumatoid arthritis. METHODS We gathered demographic and clinical data for a large rheumatoid arthritis cohort at 3 time points. Blood samples were collected at each time point; the number of samples was 282 cases in 2012, 431 cases in 2013, and 500 cases in 2014. Plasma sLOX-1 was measured by enzyme-linked immunosorbent assay. Correlations between sLOX-1 and clinical data were analyzed. Predictive factors associated with changes in sLOX-1 and rheumatoid factor (RF) were analyzed by multivariate linear regression. RESULTS Plasma sLOX-1 level was significantly correlated with RF titer and other clinical parameters. The longitudinal analyses showed that changes in sLOX-1 were significantly correlated with changes in RF titers and with those at baseline. Multivariate linear regression analysis revealed that changes in RF and baseline RF were predictive factors for changes in sLOX-1. Conversely, the changes in RF were significantly correlated with the changes in sLOX-1 in all years. A stepwise regression analysis showed that the change in sLOX-1 was a predictive factor for the change in RF. CONCLUSIONS The change in sLOX-1 has predictive value for assessing the change in RF, indicating the usefulness of sLOX-1 in clinical practice.
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Melsheimer R, Geldhof A, Apaolaza I, Schaible T. Remicade ® (infliximab): 20 years of contributions to science and medicine. Biologics 2019; 13:139-178. [PMID: 31440029 PMCID: PMC6679695 DOI: 10.2147/btt.s207246] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 05/16/2019] [Indexed: 12/17/2022]
Abstract
On August 24, 1998, Remicade® (infliximab), the first tumor necrosis factor-α (TNF) inhibitor, received its initial marketing approval from the US Food and Drug Administration for the treatment of Crohn’s disease. Subsequently, Remicade was approved in another five adult and two pediatric indications both in the USA and across the globe. In the 20 years since this first approval, Remicade has made several important contributions to the advancement of science and medicine: 1) clinical trials with Remicade established the proof of concept that targeted therapy can be effective in immune-mediated inflammatory diseases; 2) as the first monoclonal antibody approved for use in a chronic condition, Remicade helped in identifying methods of administering large, foreign proteins repeatedly while limiting the body’s immune response to them; 3) the need to establish Remicade’s safety profile required developing new methods and setting new standards for postmarketing safety studies, specifically in the real-world setting, in terms of approach, size, and duration of follow-up; 4) the study of Remicade has improved our understanding of TNF’s role in the immune system, as well as our understanding of the pathophysiology of a range of diseases characterized by chronic inflammation; and 5) Remicade and other TNF inhibitors have transformed treatment practices in these chronic inflammatory diseases: remission has become a realistic goal of therapy and long-term disability resulting from structural damage can be prevented. This paper reviews how, over the course of its development and 20 years of use in clinical practice, Remicade was able to make these contributions.
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Affiliation(s)
| | - Anja Geldhof
- Medical Affairs, Janssen Biologics BV, Leiden, the Netherlands
| | - Isabel Apaolaza
- Medical Affairs, Janssen Biologics BV, Leiden, the Netherlands
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Mariette X, Schaeverbeke T, Gaudin P, Chartier M, Heitzmann J, Vannier-Moreau V, Hilliquin P, Cantagrel A. Two-year abatacept retention rate in clinical practice in the French ACTION cohort. Joint Bone Spine 2019; 86:753-759. [PMID: 31352138 DOI: 10.1016/j.jbspin.2019.07.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/12/2019] [Indexed: 02/07/2023]
Abstract
OBJECTIVES Abatacept retention rates were evaluated in the French cohort in the prospective ACTION study (2010-2013), which included patients with moderate-to-severe rheumatoid arthritis managed in everyday clinical practice and started on intravenous abatacept therapy. METHODS Two-year abatacept retention rates were evaluated in 455 patients classified according to treatment line, body mass index (BMI), and status for rheumatoid factor (RF) and anti-citrullinated peptide antibody (ACPA). RESULTS After 2 years, the overall abatacept retention rate was 44%. The retention rate was non-significantly higher in the patients with vs. without a history of unresponsiveness to at least one biologic (48.1% vs. 41.8%, respectively). No significant retention rate differences were found across BMI categories (444 patients; <25, 45.5%; ≥25 to <30, 48.9%; and ≥30, 36.6%). Neither were any significant differences demonstrated according to RF and ACPA status (RF+ and ACPA+, 45.7%; RF+ or ACPA+, 43.8%; and FR- and ACPA-, 39.1%). CONCLUSION The 44% 2-year retention rate in the French ACTION cohort supports the usefulness of abatacept therapy. In this study, retention was not associated with treatment line, BMI, or antibody status.
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Affiliation(s)
- Xavier Mariette
- Université Paris-Sud, AP-HP, Hôpitaux universitaires Paris-Sud, Inserm UMR1184, 94270 Le Kremlin-Bicêtre, France.
| | - Thierry Schaeverbeke
- Département de rhumatologie, Hôpital Pellegrin, place Amélie Raba-Léon, 33000 Bordeaux, France
| | - Philippe Gaudin
- Département de rhumatologie, Hôpital Sud, CHU de Grenoble, 38130 Echirolles, France; GREPI - UGA EA 7408, Domaine de la Merci, 38700 La Tronche, France
| | - Mélanie Chartier
- Département « Global Clinical Trial Strategy & Operations », Bristol-Myers Squibb, 92500 Rueil-Malmaison, France
| | | | | | - Pascal Hilliquin
- Département de rhumatologie, Centre Hospitalier Sud Francilien, 91100 Corbeil-Essonnes, France
| | - Alain Cantagrel
- Centre de rhumatologie, hôpital Pierre-Paul-Riquet, CHU de Toulouse, place du Dr Baylac, TSA 40 031, 31059 Toulouse cedex 9, France; CPTP, Inserm UMR 1043, CHU Purpan, BP 3028, 31024 Toulouse cedex 3, France
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Smolen JS, Pedersen R, Jones H, Mahgoub E, Marshall L. Impact of flare on radiographic progression after etanercept continuation, tapering or withdrawal in patients with rheumatoid arthritis. Rheumatology (Oxford) 2019; 59:153-164. [DOI: 10.1093/rheumatology/kez224] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Revised: 04/18/2019] [Indexed: 11/12/2022] Open
Abstract
Abstract
Objectives
The structural consequences of flare after dose reduction/discontinuation of biologic DMARDs in patients with RA who achieve remission are unclear. We compared the incidence of radiographic progression in patients with RA who did and did not experience flare after etanercept (ETN) reduction/withdrawal.
Methods
Eligible adults with moderately active RA despite MTX received ETN 50 mg plus MTX weekly in a 36-week, open-label induction period; patients achieving sustained low disease activity by week 36 were randomized to ETN 50 mg plus MTX, ETN 25 mg plus MTX, or placebo plus MTX in a 52-week, double-blind maintenance period. In post hoc analyses, radiographic progression (Δ modified total Sharp score ⩾0.5 units/year) was compared in patients with and without flare [based on DAS28 relapse (main analysis), and clinical disease activity index and simplified disease activity index relapse (sensitivity analyses)]. Findings from patients receiving full- and reduced-dose combination therapy were pooled for comparison with those from patients receiving MTX only.
Results
Significantly more patients receiving MTX monotherapy experienced flare, defined as DAS28 relapse (62% vs 21%; P < 0.0001) and radiographic progression (17% vs 9%; P < 0.001), than patients receiving full-/reduced-dose combination therapy in the double-blind period. Patients with flare defined as clinical disease activity index and simplified disease activity index relapse had higher rates of radiographic progression than those without flare in the full-/reduced-dose combination therapy group (P < 0.01).
Conclusion
Radiographic progression may be a consequence of flare after biologic DMARD dose reduction/withdrawal in patients with RA. If these approaches are taken, careful monitoring for signs/symptoms of relapse is needed.
Trial registration
ClinicalTrials.gov, https://clinicaltrials.gov, NCT00565409.
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Affiliation(s)
- Josef S Smolen
- Division of Rheumatology, Department of Medicine 3, Medical University of Vienna, Vienna, Austria
| | | | - Heather Jones
- Global Medical Affairs, Pfizer, Collegeville, PA, USA
| | - Ehab Mahgoub
- Global Medical Affairs, Pfizer, Collegeville, PA, USA
| | - Lisa Marshall
- Global Medical Affairs, Pfizer, Collegeville, PA, USA
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Baganz L, Richter A, Albrecht K, Schneider M, Burmester GR, Zink A, Strangfeld A. Are prognostic factors adequately selected to guide treatment decisions in patients with rheumatoid arthritis? A collaborative analysis from three observational cohorts. Semin Arthritis Rheum 2019; 48:976-982. [DOI: 10.1016/j.semarthrit.2018.09.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2018] [Revised: 08/24/2018] [Accepted: 09/07/2018] [Indexed: 10/28/2022]
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Archer R, Hock E, Hamilton J, Stevens J, Essat M, Poku E, Clowes M, Pandor A, Stevenson M. Assessing prognosis and prediction of treatment response in early rheumatoid arthritis: systematic reviews. Health Technol Assess 2019; 22:1-294. [PMID: 30501821 DOI: 10.3310/hta22660] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Rheumatoid arthritis (RA) is a chronic, debilitating disease associated with reduced quality of life and substantial costs. It is unclear which tests and assessment tools allow the best assessment of prognosis in people with early RA and whether or not variables predict the response of patients to different drug treatments. OBJECTIVE To systematically review evidence on the use of selected tests and assessment tools in patients with early RA (1) in the evaluation of a prognosis (review 1) and (2) as predictive markers of treatment response (review 2). DATA SOURCES Electronic databases (e.g. MEDLINE, EMBASE, The Cochrane Library, Web of Science Conference Proceedings; searched to September 2016), registers, key websites, hand-searching of reference lists of included studies and key systematic reviews and contact with experts. STUDY SELECTION Review 1 - primary studies on the development, external validation and impact of clinical prediction models for selected outcomes in adult early RA patients. Review 2 - primary studies on the interaction between selected baseline covariates and treatment (conventional and biological disease-modifying antirheumatic drugs) on salient outcomes in adult early RA patients. RESULTS Review 1 - 22 model development studies and one combined model development/external validation study reporting 39 clinical prediction models were included. Five external validation studies evaluating eight clinical prediction models for radiographic joint damage were also included. c-statistics from internal validation ranged from 0.63 to 0.87 for radiographic progression (different definitions, six studies) and 0.78 to 0.82 for the Health Assessment Questionnaire (HAQ). Predictive performance in external validations varied considerably. Three models [(1) Active controlled Study of Patients receiving Infliximab for the treatment of Rheumatoid arthritis of Early onset (ASPIRE) C-reactive protein (ASPIRE CRP), (2) ASPIRE erythrocyte sedimentation rate (ASPIRE ESR) and (3) Behandelings Strategie (BeSt)] were externally validated using the same outcome definition in more than one population. Results of the random-effects meta-analysis suggested substantial uncertainty in the expected predictive performance of models in a new sample of patients. Review 2 - 12 studies were identified. Covariates examined included anti-citrullinated protein/peptide anti-body (ACPA) status, smoking status, erosions, rheumatoid factor status, C-reactive protein level, erythrocyte sedimentation rate, swollen joint count (SJC), body mass index and vascularity of synovium on power Doppler ultrasound (PDUS). Outcomes examined included erosions/radiographic progression, disease activity, physical function and Disease Activity Score-28 remission. There was statistical evidence to suggest that ACPA status, SJC and PDUS status at baseline may be treatment effect modifiers, but not necessarily that they are prognostic of response for all treatments. Most of the results were subject to considerable uncertainty and were not statistically significant. LIMITATIONS The meta-analysis in review 1 was limited by the availability of only a small number of external validation studies. Studies rarely investigated the interaction between predictors and treatment. SUGGESTED RESEARCH PRIORITIES Collaborative research (including the use of individual participant data) is needed to further develop and externally validate the clinical prediction models. The clinical prediction models should be validated with respect to individual treatments. Future assessments of treatment by covariate interactions should follow good statistical practice. CONCLUSIONS Review 1 - uncertainty remains over the optimal prediction model(s) for use in clinical practice. Review 2 - in general, there was insufficient evidence that the effect of treatment depended on baseline characteristics. STUDY REGISTRATION This study is registered as PROSPERO CRD42016042402. FUNDING The National Institute for Health Research Health Technology Assessment programme.
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Affiliation(s)
- Rachel Archer
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Emma Hock
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Jean Hamilton
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - John Stevens
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Munira Essat
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Edith Poku
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Mark Clowes
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Abdullah Pandor
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Matt Stevenson
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
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Roodenrijs NMT, van der Goes MC, Welsing PMJ, Tekstra J, van Laar JM, Lafeber FPJG, Bijlsma JWJ, Jacobs JWG. Is prediction of clinical response to methotrexate in individual rheumatoid arthritis patients possible? A systematic literature review. Joint Bone Spine 2019; 87:13-23. [PMID: 30981868 DOI: 10.1016/j.jbspin.2019.04.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Accepted: 04/02/2019] [Indexed: 01/11/2023]
Abstract
OBJECTIVES To identify, by a systematic literature review, predictors of clinical response to methotrexate treatment in rheumatoid arthritis patients, which would facilitate personalised treatment. METHODS PubMed and Embase databases were searched for original articles. Additionally, congress abstracts of European League Against Rheumatism and American College of Rheumatology annual meetings of the past 2 years were screened. Articles describing predictors of clinical response to methotrexate after 3 to 6 months were included, since this reflects the time span used to determine treatment effectiveness and decide on treatment changes in treat-to-target recommendations. RESULTS Thirty articles were included, containing 100 different predictors and 11 predictive models. Nineteen predictors and 2 predictive models were studied in multiple cohorts. Female gender was found to be a predictor of non-response in two studies (odds ratios 0.55 and 0.54), but these findings could not be replicated in two other studies. In two studies, smoking predicted non-response (adjusted odds ratios 0.35 and 0.60), although this was inconsistent over all response criteria assessed. Rheumatoid factor positivity predicted non-response in two studies (adjusted hazard ratio 0.61, adjusted odds ratio 0.4), but this was not found in three other studies. Heterogeneity in studies prohibited further comparison of predictive values between studies. Additionally, a validated epigenetic model was found (area under the curve 0.90 and 0.91). CONCLUSIONS No predictors were identified reliably predicting clinical response to methotrexate after 3 to 6 months in the individual patient: clinical predictors were weak. However, a promising epigenetic model was found that needs further validation.
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Affiliation(s)
- Nadia M T Roodenrijs
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, PO Box 85500, 3508 GA Utrecht, The Netherlands.
| | - Marlies C van der Goes
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, PO Box 85500, 3508 GA Utrecht, The Netherlands
| | - Paco M J Welsing
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, PO Box 85500, 3508 GA Utrecht, The Netherlands
| | - Janneke Tekstra
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, PO Box 85500, 3508 GA Utrecht, The Netherlands
| | - Jacob M van Laar
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, PO Box 85500, 3508 GA Utrecht, The Netherlands
| | - Floris P J G Lafeber
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, PO Box 85500, 3508 GA Utrecht, The Netherlands
| | - Johannes W J Bijlsma
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, PO Box 85500, 3508 GA Utrecht, The Netherlands
| | - Johannes W G Jacobs
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, PO Box 85500, 3508 GA Utrecht, The Netherlands
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Daien C, Hua C, Gaujoux-Viala C, Cantagrel A, Dubremetz M, Dougados M, Fautrel B, Mariette X, Nayral N, Richez C, Saraux A, Thibaud G, Wendling D, Gossec L, Combe B. Update of French society for rheumatology recommendations for managing rheumatoid arthritis. Joint Bone Spine 2019; 86:135-150. [DOI: 10.1016/j.jbspin.2018.10.002] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/06/2018] [Indexed: 02/07/2023]
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Radiographic scoring methods in rheumatoid arthritis and psoriatic arthritis. Radiol Med 2019; 124:1071-1086. [DOI: 10.1007/s11547-019-01001-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Accepted: 01/30/2019] [Indexed: 02/07/2023]
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Bay-Jensen AC, Platt A, Jenkins MA, Weinblatt ME, Byrjalsen I, Musa K, Genovese MC, Karsdal MA. Tissue metabolite of type I collagen, C1M, and CRP predicts structural progression of rheumatoid arthritis. BMC Rheumatol 2019; 3:3. [PMID: 30886991 PMCID: PMC6390574 DOI: 10.1186/s41927-019-0052-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2018] [Accepted: 01/03/2019] [Indexed: 01/30/2023] Open
Abstract
Background Biomarkers of rheumatoid arthritis (RA) disease activity typically measure inflammation or autoimmunity (e.g. CRP, RF). C1M and C3M, metabolites of type I and III collagen, are markers reflecting tissue metabolism. These markers have been documented to provide additional prognostic and predictive value compared to commonly used biomarkers. We investigated the relationship of high serum levels of C1M or C3M to radiographic progression, and benchmarked them to CRP and RF. Methods Placebo treated patients of the OSK1, 2 and 3 studies (Phase III clinical trials testing efficacy of fostamatinib) with baseline serum biomarkers C1M, C3M, CRP and RF were included (nBL = 474). Van der Heijde mTSS was calculated at baseline and 24-week (n24 = 261). Progression was defined as moderate or rapid by ΔmTSS ≥0.5 or ≥ 5 units/year. Patients were divided into subgroups; low (L), high (H) or very high (V) C1M, C3M and CRP, or RF negative, positive and high positive. Difference in clinical parameters were analyzed by Mann-Whitney or χ2tests, and modelling for prediction of progression by logistic regression including covariates (age, gender, BMI, and clinical assessment scores). Results Levels of C1M, C3M, CRP and RF were significantly (p < 0.05) associated with measures of disease activity and mTSS at baseline. For prognostic measures, there were 2.5 and 4-fold as many rapid progressors in the C1MH and CRPH (p < 0.05), and in the C1MV and CRPV groups (p < 0.001) compared C1ML and CRPL, respectively. C1M and CRP performed similarly in the predictive analysis, where high levels predicted moderate and rapid progression with odds ratio of 2.1 to 3.8 and 3.7 to 13.1 after adjustment for covariates. C3M and RF did not provide prognostic value alone. Discussion Serum C1M and CRP showed prognostic value and may be tools for enrichment of clinical trials with structural progressor. The two markers reflect two different aspect of disease pathogenesis (tissue turnover vs. inflammation), thus may provide individual and supplementary information. Electronic supplementary material The online version of this article (10.1186/s41927-019-0052-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Anne C Bay-Jensen
- 1Rheumatology, Nordic Bioscience, Biomarkers and Research, Herlev Hovedgade 205-207, 2730 Herlev, Denmark
| | - Adam Platt
- 2Precision Medicine and Genomics, IMED Biotech Unit, AstraZeneca, Cambridge, UK
| | | | - Michael E Weinblatt
- 4Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA USA
| | - Inger Byrjalsen
- 1Rheumatology, Nordic Bioscience, Biomarkers and Research, Herlev Hovedgade 205-207, 2730 Herlev, Denmark
| | - Kishwar Musa
- 1Rheumatology, Nordic Bioscience, Biomarkers and Research, Herlev Hovedgade 205-207, 2730 Herlev, Denmark
| | - Mark C Genovese
- 5Division of Immunology and Rheumatology, Stanford University, Palo Alto, California, USA
| | - Morten A Karsdal
- 1Rheumatology, Nordic Bioscience, Biomarkers and Research, Herlev Hovedgade 205-207, 2730 Herlev, Denmark
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