Abstract
Objectives
To construct a predictive model for the Sharp/van der Heijde score (SHS) and assess its applicability in clinical research settings.
Material and methods
A prediction model for ...SHS was constructed in three steps using convolutional neural networks (CNN) and an in-house RA image database: orientation, detection and damage prediction. A predictive model for radiographic progression (ΔSHS >3/year) was developed using a graph convolutional network (GCN). A multiple regression model was used to assess the association between predicted SHS using the CNN model and clinical features.
Results
In the orientation and detection phases, 100% accuracy was achieved in the image orientation correction, and all predicted joint coordinates were within 10 pixels of the correct coordinates. In the damage prediction phase, the κ values between the model and expert 1 were 0.879 and 0.865 for erosion and joint space narrowing, respectively. Using a dataset scored by experts 1 and 2, a minimal overfitting was determined to the scoring by expert 1. High-titre RF was an independent risk factor of ΔSHS per year, as predicted by the CNN model in biologics users. The AUCs of the GCN model for predicting ΔSHS >3/year in patients with and without biologics at baseline were 0.753 and 0.734, respectively, superior to those of the other models. The RF titre was the most important feature in predicting ΔSHS >3/year in biologics users in the GCN model.
Conclusion
A high-performance scoring model for SHS that is applicable to clinical research was constructed.
Graphical Abstract
To evaluate the prevalence rate and factors associated with sarcopenia in Japanese patients with rheumatoid arthritis.
We enrolled 240 consecutive patients with rheumatoid arthritis aged ≥65 years in ...this study. We examined clinical data: age, sex, body mass index, disease duration, rheumatoid factor positivity, anti-cyclic citrullinated peptide antibody positivity, biological or target synthetic disease-modifying antirheumatic drug use, methotrexate use, glucocorticoid use, C-reactive protein level, disease activity score in 28 joints-erythrocyte sedimentation rate, Health Assessment Questionnaire Disability Index, bone mineral density of the lumbar spine and total hip, grip strength, gait speed, and relative skeletal muscle mass index by bioelectrical impedance analysis. Sarcopenia was defined according to a consensus report by the Asian Working Group for Sarcopenia.
The prevalence rate of sarcopenia was found to be 29.6%. Multivariate analysis identified the following factors to be associated with sarcopenia: age (P = 0.008; odds ratio 1.08), body mass index (P < 0.001; odds ratio 0.73), C-reactive protein (P = 0.017; odds ratio 1.76) and hip bone mineral density (P = 0.037; odds ratio 0.61).
The sarcopenia-associated factors were age, body mass index, C-reactive protein and hip bone mineral density in Japanese patients with rheumatoid arthritis. Because the Health Assessment Questionnaire Disability Index, a standard measurement of function, cannot predict sarcopenia, the muscle mass needs to be measured while assessing changes in grip strength, body mass index, C-reactive protein and hip bone mineral density. Geriatr Gerontol Int 2019; 19: 907-912.
Objectives We investigated the factors associated with the deterioration of the Health Assessment Questionnaire-Disability Index (HAQ-DI) over five years in patients with rheumatoid arthritis (RA). ...Methods Clinical data were obtained from 391 patients who were classified into 2 groups: a group with HAQ-DI deterioration (in which the HAQ-DI had worsened) and a group without HAQ-DI deterioration. A multivariable logistic regression analyses of the age, sex, disease duration, body mass index, anti-cyclic citrullinated peptide antibody, the use of biological disease-modifying antirheumatic drugs or targeted synthetic disease-modifying antirheumatic drugs, methotrexate use, glucocorticoid use, C-reactive protein, pain visual analog scale (pain VAS), disease activity score 28 erythrocyte sedimentation rate (DAS28-ESR), the HAQ-DI, and van der Heijde modified total Sharp score was performed at baseline and five years to determine significant factors associated with the HAQ-DI. Results The significant factors associated with HAQ-DI deterioration were age odds ratio (OR): 1.05; 95% confidence interval (CI): 1.02-1.08, glucocorticoid use (OR: 1.95; 95% CI: 1.03-3.71), DAS28-ESR (OR: 1.92; 95% CI: 1.33-2.79), change in pain VAS from baseline (OR: 1.02; 95% CI: 1.01-1.04), and change in DAS28-ESR from baseline (OR: 1.67; 95% CI: 1.15-2.44). Conclusion The present study suggests that glucocorticoid tapering as well as disease activity and pain control are required to prevent deterioration of the HAQ-DI in patients with RA.
Objectives We aimed to investigate the safety of zoledronic acid (ZOL) combined with acetaminophen (APAP) regarding both the adverse events and the efficacy of ZOL combined with an eldecalcitol (ELD) ...in a randomized clinical trial conducted in patients with primary osteoporosis. Methods A total of 109 patients were administered ZOL 5 mg and then were randomly assigned to the following groups (3:2:1): those treated with ZOL, those treated with ZOL combined with APAP and ELD, and those treated with ZOL combined with ELD. For the analyses, the groups were classified into four treatment groups: patients treated with APAP (APAP group) and without APAP (non-APAP group), and those treated with ELD (ELD group) and without ELD (non-ELD group). The incidence rates of symptomatic adverse events were compared between the APAP and non-APAP groups, and the efficacy was compared between the ELD and non-ELD groups. Results In the APAP and non-APAP groups, the incidence rates of symptomatic adverse events were 20.6% and 44.6% (p=0.009), respectively. Age and APAP use were found to be significant factors associated with adverse events. The percent changes in the bone mineral density values from baseline (ΔBMD) in the ELD and non-ELD groups at 12 months were 8.2% and 6.2% for the lumbar spine, 4.2% and 4.0% for the total hip, and 3.9% and 2.2% for the femoral neck, respectively. The ΔBMD of all sites did not differ significantly between the ELD and non-ELD groups. Conclusion In ZOL treatment, the co-administration of APAP should thus be considered as a therapeutic option to reduce the occurrence of symptomatic adverse events stemming from ZOL treatment in Japanese patients with primary osteoporosis, particularly in younger patients.
Objective We evaluated the change in severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) antibody titers from three to six months after the administration of the BNT162b2 vaccine among ...healthcare workers. Methods A total of 337 healthcare workers who received 2 doses of the BNT162b2 vaccine were included in this study. Factors associated with SARS-CoV-2 antibody titers at three and six months and the change in SARS-CoV-2 antibody titers between three and six months after vaccine administration were analyzed using a logistic regression analysis. Results The SARS-CoV-2 antibody titer at 3 months was 4,812.1±3,762.9 AU/mL in all subjects and was lower in older workers than in younger ones. The SARS-CoV-2 antibody titer at 6 months was 1,368.9±1,412.3 AU/mL in all subjects. The SARS-CoV-2 antibody titers that were found to be high at three months were also high at six months. The change in SARS-CoV-2 antibody titers from 3 to 6 months was -68.9%±16.1%. The higher SARS-CoV-2 antibody titers at three months showed a more marked decrease from three to six months than lower titers. Conclusion This study demonstrates that SARS-CoV-2 antibody titers at three months decreased with age and were associated with the antibody titers at six months and the change in titer from three to six months. Older individuals in particular need to be aware of the declining SARS-CoV-2 antibody titers at six months after the BNT162b2 vaccine. The results of this study may provide insight into COVID-19 vaccine booster strategies.
Operative procedures for rheumatoid forefoot deformities have gradually changed from arthrodesis or resection arthroplasty to joint-preserving surgery. Although joint-preserving arthroplasty has ...yielded good outcomes, painful plantar callosities may occur post-operatively. This study aimed to reveal the radiographic factors associated with painful callosities after joint-preserving surgery for forefoot deformities in patients with rheumatoid arthritis (RA).
We retrospectively evaluated 166 feet in 133 patients with RA who underwent forefoot joint-preserving arthroplasty, including proximal rotational closing-wedge osteotomies of the first metatarsal, between January 2012 and December 2015. Logistic regression analysis was performed with the objective variable set as the presence/absence of painful plantar callosities at the final observation and the explanatory variables set as several radiographic factors, including post-operative relative first metatarsal length (RML), amount of dorsal dislocation of the fifth metatarsal (5DD), and arc failure of the lesser toes.
At the final follow-up, 42 of the 166 feet (25.3%) had painful callosities under the metatarsal heads post-operatively. Logistic regression analysis showed that the RML, 5DD, and lesser toes' arc failure were significantly associated with painful callosities.
We identified that RML, 5DD, and arc failure of the lesser toes were associated with painful plantar callosities after the surgery.
To evaluate effects of the COVID-19 pandemic on body composition among patients with rheumatoid arthritis (RA).
A total 102 patients with RA were enrolled. We examined muscle mass, fat-free mass ...index (FFMI) and fat mass index (FMI) values using bioelectrical impedance analysis between November 2019 and January 2020 (for the first measurement) and September 2020 and January 2021 (for the second measurement).
The muscle mass was significantly decreased from a median of 34.6 kg at the first measurement to a median of 33.9 kg at the second measurement (p = 0.002). The FFMI was significantly decreased from a median of 15.3 at the first measurement to a median of 14.8 at the second measurement (p = 0.011).
The present study reveals that muscle mass and FFMI decreased among patients with RA during the COVID-19 pandemic.
This study aimed to evaluate the prevalence of, and the factors associated with, frailty in Japanese patients with rheumatoid arthritis (RA). Patients with RA enrolled in the Institute of ...Rheumatology Rheumatoid Arthritis (IORRA) cohort completed self-administered questionnaires, which included the 5-item frailty screening index. Patients were classified as frail, prefrail, or robust based on the 5 components of the frailty screening index. Logistic regression analyses were used to evaluate associations between clinical variables and frailty. Among 3,290 Japanese patients with RA (86.7% female, mean age 62.4 years) who participated this frailty study, 549 (16.7%) patients were categorized as frailty, 2,063 (62.7%) as prefrailty, and 678 (20.6%) as robust. In multivariable models, body mass index (BMI) ≥ 25 kg/m
2
(odds ratio OR 1.87, 95% confidence interval CI 1.41 to 2.47), BMI < 18.5 kg/m
2
(OR 1.31, 95% CI 1.00 to 1.71), disease activity scores in 28 joints (DAS28) (OR 1.32, 95% CI 1.18 to 1.47), Japanese version of Health Assessment Questionnaire disability index (J-HAQ) (OR 1.26, 95% CI 1.04 to 1.52), the European Quality of Life-5 Dimensions (EQ-5D) (OR 0.80, 95% CI 0.74 to 0.85), non-steroidal anti-inflammatory drug (NSAID) use (OR 1.59, 95% CI 1.23 to 1.98), and methotrexate (MTX) use (OR 0.75, 95% CI 0.60 to 0.94) were significantly (
P
< 0.05) associated with frailty. BMI (both overweight and underweight), DAS28, J-HAQ, EQ-5D, NSAID use, and MTX nonuse appear to be associated with frailty in Japanese patients with RA.
Key Points
• This is the largest study showing the prevalence and the associated factors of frailty in patients with RA.
• Maintaining normal BMI appears to be important for preventing frailty in patients with RA.
• We confirmed the significant associations of frailty with high disease activity, high degree of disability, and poor health related QOL in Japanese patients with RA.
• NSAID use and MTX nonuse were associated with the frailty in Japanese patients with RA, which could be explained by patients’ background.
To examine the deterioration of interstitial lung disease (ILD) in patients with rheumatoid arthritis (RA) treated with abatacept over the long-term.
We examined 131 patients with RA who had been ...treated with abatacept for more than 1 year. All patients underwent high-resolution computed tomographic (HRCT) scanning of the chest before administration of abatacept, and we examined deterioration of ILD over a follow-up period after administration of abatacept was initiated.
Eleven patients (8.4%) showed deterioration of ILD over a mean follow-up period of 47.8 months. The factors related to ILD deterioration were use of methotrexate (MTX) odds ratio 12.75, 95% confidence interval (CI) 1.09-148.77, and change in Krebs von-den Lungen-6 (odds ratio 1.00, 95% CI 1.00-1.01), according to multivariate logistic regression analysis.
MTX in patients with RA treated with abatacept was a risk factor for deterioration of ILD. Discontinuation of MTX should be considered one of treatment reduction to prevent the deterioration of ILD.
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