JournalTOCs

Rheumatology and Therapy
Number of Followers: 3

This is an Open Access Journal

Open Access journal
ISSN (Print) 2198-6576 - ISSN (Online) 2198-6584
Published by Springer-Verlag

[2469 journals]

Development and Validation of a Machine Learning-Based Nomogram for
Prediction of Ankylosing Spondylitis
- Abstract: Introduction Ankylosing spondylitis (AS) is a chronic progressive inflammatory disease of the spine and its affiliated tissues. AS mainly affects the axial bone, sacroiliac joint, hip joint, spinal facet, and adjacent ligaments. We used machine learning (ML) methods to construct diagnostic models based on blood routine examination, liver function test, and kidney function test of patients with AS. This method will help clinicians enhance diagnostic efficiency and allow patients to receive systematic treatment as soon as possible. Methods We consecutively screened 348 patients with AS through complete blood routine examination, liver function test, and kidney function test at the First Affiliated Hospital of Guangxi Medical University according to the modified New York criteria (diagnostic criteria for AS). By using random sampling, the patients were randomly divided into training and validation cohorts. The training cohort included 258 patients with AS and 247 patients without AS, and the validation cohort included 90 patients with AS and 113 patients without AS. We used three ML methods (LASSO, random forest, and support vector machine recursive feature elimination) to screen feature variables and then took the intersection to obtain the prediction model. In addition, we used the prediction model on the validation cohort. Results Seven factors—erythrocyte sedimentation rate (ESR), red blood cell count (RBC), mean platelet volume (MPV), albumin (ALB), aspartate aminotransferase (AST), and creatinine (Cr)—were selected to construct a nomogram diagnostic model through ML. In the training cohort, the C value and area under the curve (AUC) value of this nomogram was 0.878 and 0.8779462, respectively. The C value and AUC value of the nomogram in the validation cohort was 0.823 and 0.8232055, respectively. Calibration curves in the training and validation cohorts showed satisfactory agreement between nomogram predictions and actual probabilities. The decision curve analysis showed that the nonadherence nomogram was clinically useful when intervention was decided at the nonadherence possibility threshold of 1%. Conclusion Our ML model can satisfactorily predict patients with AS. This nomogram can help orthopedic surgeons devise more personalized and rational clinical strategies.
  PubDate: 2022-08-06
Long-Term Efficacy and Safety of Risankizumab in Patients with Active
Psoriatic Arthritis: Results from a 76-Week Phase 2 Randomized Trial
- Abstract: Introduction The objective of this work was to assess the efficacy and safety of risankizumab in psoriatic arthritis (PsA) over 76 weeks. Methods In this double-blind, dose-ranging phase 2 study, adults with active PsA were randomized 2:2:2:1:2 to risankizumab 150 mg at weeks 0, 4, 8, 12, and 16 (arm 1), 150 mg at weeks 0, 4, and 16 (arm 2), 150 mg at weeks 0 and 12 (arm 3), 75 mg at week 0 (arm 4), or placebo (arm 5). Patients completing week 24 could receive risankizumab 150 mg in a 52-week open-label extension study. Efficacy assessments included American College of Rheumatology (ACR) responses, Psoriasis Area Severity Index (PASI) responses, minimal disease activity (MDA), and 28-joint Disease Activity Score based on C-reactive protein (DAS28[CRP]). Results Of 185 randomized patients, 173 (93.5%) completed week 16 and 145 (78.4%) entered the open-label extension. Significantly more patients in each risankizumab arm achieved ACR20 at week 16 versus placebo (primary endpoint: pooled arms 1 + 2 [59.5%] versus placebo [35.7%]; treatment difference [90% CI] 24.0 [9.3, 38.7]; P = 0.007). Similarly, significantly more patients in most risankizumab arms achieved ACR20/50/70, PASI75/90/100, MDA, and greater improvements in DAS28(CRP) versus placebo at week 16. These benefits of risankizumab were maintained long term. Treatment-emergent adverse events were comparable across treatment arms. Risankizumab 150 mg was well tolerated over 76 weeks. Conclusions Risankizumab improved joint and skin symptoms versus placebo in patients with active PsA over 16 weeks; improvements were sustained long term. Risankizumab was well tolerated over the long term with no new safety findings. Trial Registration Numbers NCT02719171 and NCT02986373.
  PubDate: 2022-08-05
A Response to: Letter to the Editor Regarding Ultrasound Features of
Adhesive Capsulitis
- PubDate: 2022-08-01
Letter to the Editor Regarding “Ultrasound Features of Adhesive
Capsulitis”
- PubDate: 2022-08-01
A Response to: Letter to the Editor Regarding the Article: “Colchicine
Against SARS-CoV-2 Infection: What is the Evidence'”
- PubDate: 2022-08-01
Associations of Healthcare Utilization and Costs with Increasing Pain and
Treatment Intensity Levels in Osteoarthritis Patients: An 18-Year
Retrospective Study
- Abstract: Introduction Osteoarthritis (OA) is a complex disease, and prior studies have documented the health and economic burdens of patients with OA compared to those without OA. Our goal was to use two strategies to further stratify OA patients based on both pain and treatment intensity to examine healthcare utilization and costs using electronic records from 2001 to 2018 at a large integrated health system. Methods Adult patients with ≥1 pain numerical rating scale (NRS) and diagnosis of OA were included. Pain episodes of ≥90 days were defined as mild (0–3), moderate (4–6), or severe (7–10) based on initial NRS. Patients were initially classified as mild and moved to moderate-severe OA if any of eight treatment-based criteria were met. Outpatient visits (OP), emergency department visits (ED), inpatient days, and healthcare costs (both all-cause and OA-specific) were compared among pain levels and OA severity levels as frequencies and per-member-per-year rates, using generalized linear regression models adjusting for age, sex, and body mass index, with contrasts of p < 0.05 considered significant. Results We identified 127,656 patients, 92,576 with pain scores. Moderate and severe pain were associated with significantly higher rates of OA-related utilization and costs, and all-cause ED visits and pharmacy costs. Moderate-severe OA patients had significantly higher OA-related utilization and costs, and all-cause OP, ED and pharmacy costs. Conclusions Pain and treatment intensity were both strongly associated with OA-related utilization but not consistently with all-cause utilization. Our results provide promising evidence of better criteria and approaches for predicting disease burden and costs in the future.
  PubDate: 2022-08-01
A Review of the Clinical Effectiveness and Safety of Hybrid Cooperative
Complexes in Intra-articular Viscosupplementation
- Abstract: Abstract Viscosupplementation by intra-articular (i.a.) injection of the non-sulfated glycosaminoglycan (GAG) hyaluronic acid (HA) is a conservative therapy widely accepted in clinical practice for the management of osteoarthritis (OA) and joint diseases. The aim of viscosupplementation is to restore the rheological properties of the synovial fluid to relieve joint inflammation and pain and improve joint function through a chondroprotective effect. However, there is a range of hyaluronic acid products for OA that differ in preparation, molecular weight, rheological characteristics and concentration, and different i.a. formulations are more suited to particular patient populations and clinical situations, in part because of anatomical differences between joints. This paper focuses on innovative hybrid cooperative complexes of high and low molecular weight hyaluronic acid (HA-HL) and hyaluronic acid plus sodium chondroitin (HA-SC) that have been developed. Both products are formulated with pharmaceutical-grade, highly purified hyaluronic acid obtained with a multi-step biofermentation process, with properties that make them suitable across a range of degenerative joint diseases. They represent progress in building on the symptomatic and functional benefits of viscosupplementation in joint disease, with the additional beneficial effect of treating the patient with a high concentration of GAGs by a low number of injections. Here, we review the clinical evidence for the efficacy of a hybrid cooperative compound of HA-HL in various degenerative joint diseases, which suggests a synergistic effect of the different molecular weight hyaluronans that together more closely mimic the physiological composition of synovial fluid. Similarly, the evidence shows that HA-SC is safe, effective, and well tolerated in hip OA, with rapid and clinically significant improvements in pain symptoms and functionality. Such innovations in viscosupplementation expand the usefulness of the modality in the management of OA and other joint diseases, complemented by a lack of systemic or local side effects that allow the concurrent use of other drugs if needed.
  PubDate: 2022-08-01
Exploring the Association Between History of Psoriasis (PSO) and Disease
Activity in Patients with Psoriatic Arthritis (PsA)
- Abstract: Introduction Psoriatic arthritis (PsA) is a common inflammatory disease affecting the peripheral and axial skeleton. History of psoriasis (PSO), either personal or family history, is an important factor in the diagnosis of PsA. We investigated the association between history of PSO and clinical characteristics of PsA. Methods PsA patients were consecutive recruited from 2019 to 2020. These patients were subjected to clinical, biochemical, and radiographic examinations, and disease activity was evaluated. Continuous and categorical variables analyses were presented. Results All registered patients (296 cases) met the classification criteria of PsA. They were divided into three groups based on the history of psoriasis (PSO), as: (1) 145 patients with PSO themselves (pPsA); (2) 96 patients with family history of PSO (fPsA); (3) 55 patients with family history and coexisting PSO themselves (fPsA/PSO). Compared to fPsA/PSO, the levels of CRP, ESR, uric acid, DAPSA, BASDAI, ASDAS, and BASFI were lower in fPsA, but similar to pPsA. The severity of sacroiliitis tended to be more severe in fPsA/PSO than fPsA (OR2 vs. 3 0.508; 95% CI 0.272 to 0.949, p < 0.05). No significant differences were found in HLA-B-27 and common inflammatory articular and extra-articular manifestations among the three groups. Furthermore, there were no differences in LEI, TJC, SJC, and DAS28CRP. Interestingly, a correlation was found between the ages of individuals with PSO and the onset of arthritis, and the earliest arthritis onset occurred in fPsA/PSO patients (p < 0.001). Conclusions Our study demonstrates that currently existing cutaneous lesions in patients themselves are correlated with disease activity and severity of axial joint damage, whereas family history does not have an evident impact on the disease activity of PsA.
  PubDate: 2022-08-01
COVID-19 Outcomes and Vaccination in Patients with Spondyloarthritis
- Abstract: Abstract The rapid transmission of the highly infectious severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which causes coronavirus disease 2019 (COVID-19), led to widespread infection throughout the world. Concerns and challenges regarding COVID-19 illness have emerged for patients with immune-mediated inflammatory diseases, such as spondyloarthritis (SpA), who receive treatment with biologic or targeted synthetic disease-modifying antirheumatic drugs (DMARDs), because this population is vulnerable to infections and has a high prevalence of risk factors associated with severe COVID-19 illness. Available data on COVID-19 indicate that patients with SpA who are treated with DMARDs have SARS-CoV-2 infection rates comparable with those in the general population, with similar increased risk associated with older age and comorbidities. Novel vaccines against SARS-CoV-2 are approved or authorized for emergency use by the US Food and Drug Administration, and others are in development to prevent infection and serious illness. This review provides an overview of SpA, the mechanism of action for the SARS-CoV-2 infection, the clinical course of COVID-19, and the vaccines approved for, or in development against, SARS-CoV-2. Detailed information on the use of established vaccines in patients with SpA receiving DMARDs is provided, along with recommendations for COVID-19 vaccination. Available evidence has shown COVID-19 vaccination in patients with SpA, among other rheumatic diseases, to be safe and effective with most DMARD use; however, there is evidence of potential interference with some therapies used in SpA. Healthcare providers should educate patients to provide the knowledge and confidence to receive a COVID-19 vaccine, since the potential benefit outweighs the low risk of vaccine-related adverse events.
  PubDate: 2022-08-01
Diabetes-Related Complications and Costs in Medicare Beneficiaries with
Comorbid Rheumatoid Arthritis and Diabetes Treated with Abatacept Versus
Other Targeted DMARDs
- Abstract: Introduction Targeted DMARD (tDMARD) use in patients with rheumatoid arthritis (RA) and type 2 diabetes mellitus (T2DM) may increase whole-body insulin sensitivity. Evidence comparing the T2DM-related clinical and economic impact of abatacept versus other tDMARDs is limited. This study compared differences in T2DM-related healthcare resource utilization (HCRU) and costs in patients with RA and T2DM. Methods This retrospective study used 100% Medicare Fee-for-Service claims (parts A/B/D) to identify patients ≥ 65 age, diagnosed with RA and T2DM, and were either TNFi-experienced (switched from a TNFi to another tDMARD) or tDMARD-naïve, initiating their first tDMARD (abatacept, TNFi, or non-TNFi) between 2010 and 2017. Abatacept users were propensity-score (PS) matched to TNFi and other non-TNFi users separately on baseline demographics, comorbidities, medications, T2DM-related HCRU, and costs. Post-index follow-up: until discontinuation of index treatment, disenrollment, death, or end of study period, whichever occurred first. T2DM-related complications and HCRU were assessed. Costs were normalized to per-patient-per-month (PPPM) and inflated to 2019 US$. Results The TNFi-experienced group included 2169 abatacept/TNFi and 2118 abatacept/other non-TNFi PS-matched pairs; the tDMARD-naïve group included 2667 abatacept/TNFi and 2247 abatacept/other non-TNFi PS-matched pairs. For TNFi-experienced patients, T2DM-related complication rates for inpatient settings PPPM trended lower for abatacept than TNFi (21 vs. 24, p = 0.046) and other non-TNFi groups (21 vs. 26; p < 0.0001). T2DM-related total costs PPPM for TNFi-experienced patients demonstrated lower trends for abatacept than TNFi ($489 vs. $594, p = 0.016) and other non-TNFi users ($493 vs. $606, p = 0.012). Conclusions Medicare beneficiaries with RA and T2DM who switch to/initiate abatacept as their first tDMARD have directionally lower rates and costs of T2DM-related complications compared with patients switching to/initiating other tDMARDs. Abatacept treatment may help reduce clinical and economic burdens associated with T2DM in patients with RA.
  PubDate: 2022-08-01
Real-World Effectiveness and Treatment Retention of Secukinumab in
Patients with Psoriatic Arthritis and Axial Spondyloarthritis: A
Descriptive Observational Analysis of the Spanish BIOBADASER Registry
- Abstract: Abstract Rheumatic diseases are extensively managed with biological disease-modifying antirheumatic drugs (bDMARDs), but a notable proportion of patients withdraw in the long term because of lack of effectiveness, adverse events, or the patient’s decision. The present real-world analysis showed the effectiveness, retention, and safety data collected in the Spanish BIOBADASER registry for patients with psoriatic arthritis (PsA) and axial spondyloarthritis (axSpA, including ankylosing spondylitis (AS) and non-radiographic axSpA) treated with secukinumab, a human antibody against interleukin-17A (IL-17A), for more than 12 months. Six hundred and thirty-nine patients were analysed (350, 262, and 27 PsA, AS, and nr-axSpA patients, respectively). The results showed an improvement in the disease activity after 1 year of treatment, in terms of decreases of the mean Disease Activity Score 28 using C-reactive protein (DAS28-CRP), the mean Disease Activity Psoriatic Arthritis (DAPSA) score, swollen joint counts (SJC), and tender joint counts (TJC) in PsA patients and decreases in the mean Bath Ankylosing Spondylitis Disease Activity Index (BASDAI) and the mean Ankylosing Spondylitis Disease Activity Score (ASDAS) in axSpA patients. This improvement was maintained or increased after 2 and 3 years of treatment, indicating that secukinumab is effective in both naïve and non-responder patients. Retention rates were higher when secukinumab was used as the first-line biological treatment, although they were also adequate in the second and third lines of treatment. Collected safety data were consistent with previous reports.
  PubDate: 2022-08-01
Publisher Correction to: Collagen Turnover Biomarkers Associate with
Active Psoriatic Arthritis and Decrease with Guselkumab Treatment in a
Phase 3 Clinical Trial (DISCOVER-2)
- PubDate: 2022-07-02
A Randomized Pharmacokinetic Study in Healthy Male Subjects Comparing a
High-concentration, Citrate-free SB5 Formulation (40 mg/0.4 ml) and
Prior SB5 (Adalimumab Biosimilar)
- Abstract: Introduction SB5 is an approved biosimilar of adalimumab, a monoclonal anti-tumor necrosis factor (anti-TNF) antibody. This study compared pharmacokinetics (PK), safety, tolerability, and immunogenicity between a new high-concentration, low-volume, and citrate-free formulation (40 mg/0.4 ml, SB5-HC) and the current low-concentration formulation with higher volume (40 mg/0.8 ml, SB5-LC) to evaluate the bioequivalence of the two formulations. Methods This study was a randomized, single-blind, two-arm, parallel-group, single-dose study in healthy male subjects. Subjects were randomized to receive either SB5-HC or SB5-LC via subcutaneous injection using a pre-filled syringe. Primary endpoints were the area under the curve of the concentration–time curve from zero to infinity (AUCinf) and maximum serum concentration (Cmax). Bioequivalence was achieved if the 90% confidence intervals (CIs) for the ratios of the geometric least squares mean (LSMean) of primary endpoints were within the pre-defined bioequivalence margins of 0.80–1.25. Secondary endpoints included safety, tolerability, and immunogenicity. Results Subjects (n = 188) were randomized to SB5-HC (n = 94) or SB5-LC (n = 94). Baseline characteristics were comparable between the two treatment groups. The mean values for AUCinf and Cmax were similar between the SB5-HC and SB5-LC groups. For the primary endpoints, the geometric LSMean ratios (90% CI) for AUCinf and Cmax were 0.920 (0.8262–1.0239) and 0.984 (0.9126–1.0604), respectively, placing the corresponding 90% CIs well within the pre-defined bioequivalence margin of 0.80–1.25. All treatment-emergent adverse events (TEAEs) were considered mild to moderate and were reported for 44.7% and 51.1% of subjects in the SB5-HC and SB5-LC groups, respectively. Immunogenicity assessed by frequency of occurrence of anti-drug antibodies (ADAs) and neutralizing antibodies (NAbs) was comparable between groups. Conclusions This bridging study demonstrated PK equivalence and comparable safety and tolerability of subcutaneous injection of SB5 via SB5-HC or SB5-LC. Clinicaltrials.gov identifier https://clinicaltrials.gov/ct2/show/NCT04514796.
  PubDate: 2022-07-01
A Response to: Letter to the Editor Regarding [Esophageal Dysfunction and
Systemic Sclerosis: Drugs Should be Kept in Mind]
- PubDate: 2022-06-18
Letter to the Editor Regarding Esophageal Dysfunction and Systemic
Sclerosis: Drugs Should be Kept in Mind
- PubDate: 2022-06-18
Efficacy of Abatacept Versus Tumor Necrosis Factor Inhibitors in
Anti-citrullinated Protein Antibody-Positive Patients with Rheumatoid
Arthritis: Results from a Korean Nationwide Biologics Registry
- Abstract: Introduction To compare the efficacy of abatacept and tumor necrosis factor inhibitor (TNFi) in patients with anti-citrullinated protein antibody (ACPA)-positive rheumatoid arthritis (RA) and identify those who benefit most from abatacept over TNFi. Methods This observational study identified RA patients who were ACPA-positive and initiated abatacept or TNFi from the Korean College of Rheumatology Biologics and Targeted therapy registry. Propensity score (PS) matching was performed to balance baseline confounding in abatacept- or TNFi-treated patients. The major endpoints were changes in Clinical Disease Activity Index (CDAI) and achievement of CDAI remission/low disease activity after 1 year of treatment. Subgroup analysis was mainly performed stratified by prior biologics use. Results A total of 291 PS-matched, ACPA-positive RA patients who initiated abatacept (n = 97) and TNFi (n = 194) were included. From baseline CDAI scores of 26.52 in the abatacept group and 26.38 in the TNFi group, the mean changes after 1 year were − 16.78 and − 13.61, respectively (difference − 3.17, p = 0.020). The proportion of patients achieving CDAI remission/low disease activity was 68.0% with abatacept and 52.6% with TNFi (p = 0.013). In the subgroup analysis, patients that were biologics-naïve had better improvement in CDAI after treatment with abatacept than TNFi (difference − 3.35, p = 0.021). Conclusions This real-world study suggests that abatacept may have better clinical response compared to TNFi in patients with established ACPA-positive RA, especially in those that were biologics-naïve.
  PubDate: 2022-06-18
Letter to the Editor Regarding “Colchicine Against SARS-CoV-2 Infection:
What is the Evidence'”
- PubDate: 2022-06-13
Interim 2-Year Analysis from SERENA: A Real-World Study in Patients with
Psoriatic Arthritis or Ankylosing Spondylitis Treated with Secukinumab
- Abstract: Introduction Sustained improvement of high degree in clinical outcomes have been demonstrated in phase 3 trials with secukinumab in both psoriatic arthritis (PsA) and ankylosing spondylitis (AS). The objective of the SERENA study was to evaluate the effectiveness, retention rates, and safety of secukinumab in patients with PsA and AS. Methods SERENA is an ongoing, longitudinal, real-world observational study involving patients with moderate-to-severe psoriasis, PsA, or AS. Patients had received at least 16 weeks of secukinumab treatment before recruitment to the study. Retention rate was defined as percentage of patients who continued secukinumab treatment over the course of study. Effectiveness of secukinumab in AS and PsA cohorts was assessed using descriptive statistics. Results The current interim analysis included 1004 patients with PsA or AS. Overall secukinumab retention rates at 2 years after enrolment were 74.9 and 78.9% in patients with PsA and AS, respectively. At baseline and at 2 years, swollen joint count [3.3 (5.8) vs. 2.9 (5.8)], tender joint count [6.3 (9.4) vs. 5.6 (7.2)] in patients with PsA and BASDAI scores [3.2 (2.3) vs. 2.9 (2.3)] in patients with AS, suggest sustained effectiveness for patients remaining on secukinumab for at least 2 years after enrolment. A total of 73 patients had treatment interruption; 78% of these patients reinitiated secukinumab without a loading dose. No new or unexpected safety signals were reported. Conclusions After more than 2 years since initiation, secukinumab demonstrated high retention rates and favorable safety profile as well as sustained effectiveness in patients who continued secukinumab treatment.
  PubDate: 2022-06-08
The Non-medical Switch from Reference Adalimumab to Biosimilar Adalimumab
is Highly Successful in a Large Cohort of Patients with Stable
Inflammatory Rheumatic Joint Diseases: A Real-Life Observational Study
- Abstract: Introduction The adalimumab biosimilar (ADAbio) Amgevita® has a similar efficacy and safety profile as the adalimumab reference (ADA) Humira®. We studied the clinical consequences of a non-medical switch from ADA to ADAbio in adult patients with mainly established rheumatoid arthritis (RA), psoriatic arthritis (PsA), and spondyloarthritis (SpA). Methods Patients that received treatment with ADA for at least three months were switched to ADAbio. Data was collected retrospectively from 1 year before the switch up to 6 months after. Results A total of 603 patients were switched from ADA to ADAbio (switch group). During a 1-year follow-up, over 93% of all patients underwent a successful transition in terms of disease activity and safety from ADA to biosimilar, supporting the bioequivalence of both drugs in patients with stable inflammatory rheumatic joint diseases. Forty patients (6.6%) switched back to ADA (re-switch group). There were no objective changes in disease activity score in 28 joints using C-reactive protein (DAS28-CRP), or adverse effects before and after the switch between both groups. Conclusions In line with earlier reports, the transition to ADAbio went successful in the majority of patients with stable inflammatory rheumatic joint diseases. Patient-reported symptoms without objective signs that indicate a flare of disease activity after the switch to ADAbio are probably explained by nocebo effects. A pre-emptive approach to counteract nocebo effects and stimulate placebo response may have a positive impact on health outcomes for patients and preserve the economic benefits of cost savings that can be achieved by prescribing a biosimilar instead of the reference drug.
  PubDate: 2022-06-03
Correction to: Real-world Treatment Patterns and Clinical Outcomes of
Baricitinib in Rheumatoid Arthritis patients in Spain: Results of a
multicenter, observational study in routine clinical practice (The
ORBIT-RA Study)
- PubDate: 2022-06-02