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1.
Comput Med Imaging Graph ; 108: 102273, 2023 09.
Article in English | MEDLINE | ID: mdl-37531811

ABSTRACT

Rheumatoid arthritis (RA) is a chronic autoimmune inflammatory disease that leads to progressive articular destruction and severe disability. Joint space narrowing (JSN) has been regarded as an important indicator for RA progression and has received significant attention. Radiology plays a crucial role in the diagnosis and monitoring of RA through the assessment of joint space. A new framework for monitoring joint space by quantifying joint space narrowing (JSN) progression through image registration in radiographic images has emerged as a promising research direction. This framework offers the advantage of high accuracy; however, challenges still exist in reducing mismatches and improving reliability. In this work, we utilize a deep intra-subject rigid registration network to automatically quantify JSN progression in the early stages of RA. In our experiments, the mean-square error of the Euclidean distance between the moving and fixed images was 0.0031, the standard deviation was 0.0661 mm and the mismatching rate was 0.48%. Our method achieves sub-pixel level accuracy, surpassing manual measurements significantly. The proposed method is robust to noise, rotation and scaling of joints. Moreover, it provides misalignment visualization, which can assist radiologists and rheumatologists in assessing the reliability of quantification, exhibiting potential for future clinical applications. As a result, we are optimistic that our proposed method will make a significant contribution to the automatic quantification of JSN progression in RA. Code is available at https://github.com/pokeblow/Deep-Registration-QJSN-Finger.git.


Subject(s)
Arthritis, Rheumatoid , Humans , Reproducibility of Results , Arthritis, Rheumatoid/diagnostic imaging , Radiography , Disease Progression
2.
Jpn J Radiol ; 41(5): 510-520, 2023 May.
Article in English | MEDLINE | ID: mdl-36538163

ABSTRACT

PURPOSE: We have developed an in-house software equipped with partial image phase-only correlation (PIPOC) which can automatically quantify radiographic joint space narrowing (JSN) progression. The purpose of this study was to evaluate the software in phantom and clinical assessments. MATERIALS AND METHODS: In the phantom assessment, the software's performance on radiographic images was compared to the joint space width (JSW) difference using a micrometer as ground truth. A phantom simulating a finger joint was scanned underwater. In the clinical assessment, 15 RA patients were included. The software measured the radiological progression of the finger joints between baseline and the 52nd week. The cases were also evaluated with the Genant-modified Sharp score (GSS), a conventional visual scoring method. We also quantitatively assessed these joints' synovial vascularity (SV) on power Doppler ultrasonography (0, 8, 20 and 52 weeks). RESULTS: In the phantom assessment, the PIPOC software could detect changes in JSN with a smallest detectable difference of 0.044 mm at 0.1 mm intervals. In the clinical assessment, the JSW change of the joints with GSS progression detected by the software was significantly greater than those without GSS progression (p = 0.004). The JSW change of joints with positive SV at baseline was significantly higher than those with negative SV (p = 0.024). CONCLUSION: Our in-house software equipped with PIPOC can automatically and quantitatively detect slight radiographic changes of JSW in clinically inactive RA patients.


Subject(s)
Arthritis, Rheumatoid , Humans , Arthritis, Rheumatoid/diagnostic imaging , Radiography , Finger Joint/diagnostic imaging , Software , Ultrasonography , Disease Progression
3.
Jpn J Radiol ; 38(10): 979-986, 2020 Oct.
Article in English | MEDLINE | ID: mdl-32488501

ABSTRACT

PURPOSE: Rheumatoid arthritis (RA) causes joint space narrowing (JSN) as a form of joint destruction. We developed an automatic system that can detect joint locations and compute the joint space difference index (JSDI), which was defined as the chronological change in JSN between two radiographs. This study aims to evaluate the application of "machine vision" for radiographic image of the finger joints. MATERIALS AND METHODS: Fifteen RA patients with long-term sustained clinical low disease activity were recruited. All patients underwent hand radiography and power Doppler ultrasonography (PDUS). The JSN was evaluated using the Genant-modified Sharp scoring (GSS) method and the automatic system. Synovial vascularity (SV) was assessed quantitatively using ultrasonography. RESULTS: There were no significant differences in the JSDI between the joints with JSN and those without JSN on GSS (p = 0.052). The JSDI of the joints with SV was significantly higher than those without SV (p = 0.043). The JSDI of the no therapeutic response group was significantly higher than those of the response group (p < 0.001). CONCLUSION: Our software can automatically evaluate temporal changes of JSN, which might free rheumatologists / radiologists from the burden of scoring hand radiography.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , Finger Joint/diagnostic imaging , Image Processing, Computer-Assisted , Radiography , Software , Adult , Aged , Disease Progression , Female , Humans , Male , Middle Aged , Ultrasonography, Doppler
4.
Sci Rep ; 10(1): 5648, 2020 03 27.
Article in English | MEDLINE | ID: mdl-32221385

ABSTRACT

This research aimed to study the application of deep learning to the diagnosis of rheumatoid arthritis (RA). Definite criteria or direct markers for diagnosing RA are lacking. Rheumatologists diagnose RA according to an integrated assessment based on scientific evidence and clinical experience. Our novel idea was to convert various clinical information from patients into simple two-dimensional images and then use them to fine-tune a convolutional neural network (CNN) to classify RA or nonRA. We semi-quantitatively converted each type of clinical information to four coloured square images and arranged them as one image for each patient. One rheumatologist modified each patient's clinical information to increase learning data. In total, 1037 images (252 RA, 785 nonRA) were used to fine-tune a pretrained CNN with transfer learning. For clinical data (10 RA, 40 nonRA), which were independent of the learning data and were used as testing data, we compared the classification ability of the fine-tuned CNN with that of three expert rheumatologists. Our simple system could potentially support RA diagnosis and therefore might be useful for screening RA in both specialised hospitals and general clinics. This study paves the way to enabling deep learning in the diagnosis of RA.


Subject(s)
Arthritis, Rheumatoid/diagnosis , Arthritis, Rheumatoid/pathology , Deep Learning , Female , Humans , Male , Neural Networks, Computer
5.
Sci Rep ; 9(1): 8526, 2019 06 12.
Article in English | MEDLINE | ID: mdl-31189913

ABSTRACT

The visual assessment of joint space narrowing (JSN) on radiographs of rheumatoid arthritis (RA) patients such as the Genant-modified Sharp score (GSS) is widely accepted but limited by its subjectivity and insufficient sensitivity. We developed a software application which can assess JSN quantitatively using a temporal subtraction technique for radiographs, in which the chronological change in JSN between two radiographs was defined as the joint space difference index (JSDI). The aim of this study is to prove the superiority of the software in terms of detecting fine radiographic progression in finger JSN over human observers. A micrometer measurement apparatus that can adjust arbitrary joint space width (JSW) in a phantom joint was developed to define true JSW. We compared the smallest detectable changes in JSW between the JSDI and visual assessment using phantom images. In a clinical study, 222 finger joints without interval score change on GSS in 15 RA patients were examined. We compared the JSDI between joints with and without synovial vascularity (SV) on power Doppler ultrasonography during the follow-up period. True JSW difference was correlated with JSDI for JSW differences ranging from 0.10 to 1.00 mm at increments of 0.10 mm (R2 = 0.986 and P < 0.001). Rheumatologists were difficult to detect JSW difference of 0.30 mm or less. The JSDI of finger joints with SV was significantly higher than those without SV (P = 0.030). The software can detect fine differences in JSW that are visually unrecognizable.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , Finger Joint/diagnostic imaging , Phantoms, Imaging , Radiographic Image Interpretation, Computer-Assisted , Software , Adult , Aged , Disease Progression , Humans , Male , Middle Aged
6.
Int J Rheum Dis ; 22(4): 574-582, 2019 Apr.
Article in English | MEDLINE | ID: mdl-30338649

ABSTRACT

AIM: To identify the incidence and risk factors for hepatitis B virus (HBV) reactivation in rheumatoid arthritis (RA) patients with resolved HBV receiving biological disease-modifying antirheumatic drugs (bDMARDs). METHOD: Rheumatoid arthritis patients in whom bDMARD therapy was initiated in our departments from April 2009 to July 2016 were reviewed. The patients diagnosed with resolved HBV and whose HBV-DNA levels had been repeatedly measured were enrolled. The endpoint was HBV reactivation (a positive conversion of HBV-DNA or unquantifiable cases with positivity <20 IU/mL). Nucleic acid analogues (NAAs) were administered when the HBV-DNA levels increased beyond 20 IU/mL. The associations between HBV reactivation and the clinical findings were retrospectively analyzed. RESULTS: One hundred and fifty-two RA patients with resolved HBV were enrolled; 133 (88%) patients had antibodies against HBV surface antigen (anti-HBs). The medicines that were administered included: abatacept (n = 29), golimumab (n = 26), etanercept (n = 25), tocilizumab (n = 25), adalimumab (n = 19), infliximab (n = 17) and certolizumab pegol (n = 11). During the observation period (15 [interquartile range 4.0-34] months), 7 (4.6%) patients developed HBV reactivation. In 5 of these patients, the HBV-DNA levels became negative or remained at <20 IU/mL (+) without NAA therapy. HBV-DNA levels of >20 IU/mL were observed in 2 patients but the HBV-DNA levels became negative after NAA treatment. Patients who were negative for anti-HBs showed a significantly higher incidence of HBV reactivation (P = 0.013). CONCLUSION: HBV reactivation occurred in 4.6% of RA patients with resolved HBV during the treatment with bDMARDs and the absence of anti-HBs may be a risk factor for the reactivation of resolved HBV.


Subject(s)
Antirheumatic Agents/adverse effects , Arthritis, Rheumatoid/drug therapy , Hepatitis B virus/pathogenicity , Hepatitis B/virology , Immunocompromised Host , Virus Activation , Aged , Antiviral Agents/therapeutic use , Arthritis, Rheumatoid/epidemiology , Arthritis, Rheumatoid/immunology , DNA, Viral/genetics , Female , Hepatitis B/drug therapy , Hepatitis B/epidemiology , Hepatitis B/immunology , Hepatitis B Antibodies/blood , Hepatitis B virus/drug effects , Hepatitis B virus/genetics , Hepatitis B virus/immunology , Host-Pathogen Interactions , Humans , Incidence , Male , Middle Aged , Retrospective Studies , Risk Factors , Treatment Outcome , Virus Activation/drug effects
7.
Int J Rheum Dis ; 21(10): 1809-1814, 2018 Oct.
Article in English | MEDLINE | ID: mdl-28160411

ABSTRACT

AIM: To clarify the relationship between active synovitis/osteitis and subsequent residual synovitis (R-synovitis) in patients with rheumatoid arthritis (RA). METHODS: Three hundred and twenty finger joints of 16 patients with active RA at baseline (Disease Activity Score with 28 joints - erythrocyte sedimentation rate > 3.2) who subsequently achieved clinical low disease activity or remission afterwards were analyzed. Synovial vascularity (SV) was assessed according to a semi-quantitative ultrasound score (grades 0-3). Active synovitis was defined by SV positivity at baseline. R-synovitis was defined by the presence of grade > 2 SV at the 24th week. Osteitis was detected by magnetic resonance imaging (MRI) at baseline as trabecular bone lesions with water content and indistinct margins. RESULTS: Ultrasonography detected active synovitis in 116 joints at baseline. Forty-seven joints had R-synovitis at the 24th week. MRI detected osteitis in 12 joints at baseline. The presence of active synovitis with osteitis at baseline was significantly correlated with R-synovitis at the 24th week. CONCLUSIONS: Active synovitis in the presence of osteitis predicted R-synovitis regardless of whether there was a clinical improvement in RA.


Subject(s)
Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Finger Joint/drug effects , Osteitis/drug therapy , Synovitis/drug therapy , Aged , Aged, 80 and over , Antirheumatic Agents/adverse effects , Arthritis, Rheumatoid/diagnostic imaging , Arthritis, Rheumatoid/physiopathology , Disease Progression , Female , Finger Joint/diagnostic imaging , Finger Joint/physiopathology , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Osteitis/diagnostic imaging , Osteitis/physiopathology , Recovery of Function , Remission Induction , Severity of Illness Index , Synovitis/diagnostic imaging , Synovitis/physiopathology , Time Factors , Treatment Outcome , Ultrasonography
8.
Acta Radiol ; 59(4): 460-467, 2018 Apr.
Article in English | MEDLINE | ID: mdl-28728431

ABSTRACT

Background Recent papers suggest that finger joints with positive synovial vascularity (SV) assessed by ultrasonography under clinical low disease activity (CLDA) in rheumatoid arthritis (RA) patients may cause joint space narrowing (JSN) progression. Purpose To investigate the performance of a computer-based method by directly comparing with the conventional scoring method in terms of the detectability of JSN progression in hand radiography of RA patients with CLDA. Material and Methods Fifteen RA patients (13 women, 2 men) with long-term sustained CLDA of >2 years were included. Radiological progression of finger joints was measured or scored using the computer-based method which can detect JSN progression between two radiographic images as the joint space difference index (JSDI), as well as the Genant-modified Sharp score (GSS). We also quantitatively assessed SV of these joints using ultrasonography. Results Out of 270 joints, we targeted 259 finger joints after excluding nine damaged joints (four ankylosis, three complete luxation, and two subluxation) and two improved joints according to the GSS results. The JSDI of finger joints with JSN progression was significantly higher than those without JSN progression ( P = 0.018). The JSDI of finger joints with ultrasonographic SV was significantly higher than those without ultrasonographic SV ( P = 0.004). Progression in JSDI showed stronger associations with ultrasonographic SV than progression in GSS (odds ratio [95% confidence interval]: 7.19 [3.37-15.36] versus 5.84 [2.76-12.33]). Conclusion The computer-based method was comparable to the conventional scoring method regarding the detectability of JSN progression in RA patients with CLDA.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , Disease Progression , Finger Joint/diagnostic imaging , Image Processing, Computer-Assisted/methods , Radiography/methods , Subtraction Technique , Adult , Aged , Female , Humans , Male , Middle Aged , Retrospective Studies , Severity of Illness Index , Ultrasonography , X-Rays
9.
J Digit Imaging ; 30(5): 648-656, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28378032

ABSTRACT

We have developed a refined computer-based method to detect joint space narrowing (JSN) progression with the joint space narrowing progression index (JSNPI) by superimposing sequential hand radiographs. The purpose of this study is to assess the validity of a computer-based method using images obtained from multiple institutions in rheumatoid arthritis (RA) patients. Sequential hand radiographs of 42 patients (37 females and 5 males) with RA from two institutions were analyzed by a computer-based method and visual scoring systems as a standard of reference. The JSNPI above the smallest detectable difference (SDD) defined JSN progression on the joint level. The sensitivity and specificity of the computer-based method for JSN progression was calculated using the SDD and a receiver operating characteristic (ROC) curve. Out of 314 metacarpophalangeal joints, 34 joints progressed based on the SDD, while 11 joints widened. Twenty-one joints progressed in the computer-based method, 11 joints in the scoring systems, and 13 joints in both methods. Based on the SDD, we found lower sensitivity and higher specificity with 54.2 and 92.8%, respectively. At the most discriminant cutoff point according to the ROC curve, the sensitivity and specificity was 70.8 and 81.7%, respectively. The proposed computer-based method provides quantitative measurement of JSN progression using sequential hand radiographs and may be a useful tool in follow-up assessment of joint damage in RA patients.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , Disease Progression , Image Processing, Computer-Assisted/methods , Metacarpophalangeal Joint/diagnostic imaging , Radiography/methods , Adult , Aged , Aged, 80 and over , Arthritis, Rheumatoid/physiopathology , Female , Humans , Male , Metacarpophalangeal Joint/physiopathology , Middle Aged , Reproducibility of Results , Sensitivity and Specificity , Severity of Illness Index
10.
Mod Rheumatol ; 26(1): 9-14, 2016.
Article in English | MEDLINE | ID: mdl-26382930

ABSTRACT

INTRODUCTION: We aimed to identify causes of false-positives in ultrasound scanning of synovial/tenosynovial/bursal inflammation and provide corresponding imaging examples. METHODS: We first performed systematic literature review to identify previously reported causes of false-positives. We next determined causes of false-positives and corresponding example images for educational material through Delphi exercises and discussion by 15 experts who were an instructor and/or a lecturer in the 2013 advanced course for musculoskeletal ultrasound organized by Japan College of Rheumatology Committee for the Standardization of Musculoskeletal Ultrasonography. RESULTS: Systematic literature review identified 11 articles relevant to sonographic false-positives of synovial/tenosynovial inflammation. Based on these studies, 21 candidate causes of false-positives were identified in the consensus meeting. Of these items, 11 achieved a predefined consensus (≥ 80%) in Delphi exercise and were classified as follows: (I) Gray-scale assessment [(A) non-specific synovial findings and (B) normal anatomical structures which can mimic synovial lesions due to either their low echogenicity or anisotropy]; (II) Doppler assessment [(A) Intra-articular normal vessels and (B) reverberation)]. Twenty-four corresponding examples with 49 still and 23 video images also achieved consensus. CONCLUSIONS: Our study provides a set of representative images that can help sonographers to understand false-positives in ultrasound scanning of synovitis and tenosynovitis.


Subject(s)
Rheumatology/standards , Synovial Membrane/diagnostic imaging , Synovitis/diagnostic imaging , Tenosynovitis/diagnostic imaging , Consensus , Delphi Technique , False Positive Reactions , Humans , Japan , Ultrasonography
11.
Rheumatology (Oxford) ; 53(9): 1608-12, 2014 Sep.
Article in English | MEDLINE | ID: mdl-24706991

ABSTRACT

OBJECTIVE: In this study we investigated the relationship between synovial vascularity (SV) and structural alteration of finger joints in patients with RA and long-term sustained clinical low disease activity (CLDA). METHODS: RA patients with CLDA of >2 years (minimum 1 year of CLDA for study entry plus 1 year of observation) were analysed. Quantitative SV values were sequentially measured in each finger joint using power Doppler ultrasonography (0, 8, 20 and 52 weeks). Radiological progression of local finger joints was evaluated according to the Genant-modified Sharp score (0-52 weeks). RESULTS: Of the 25 patients enrolled, 15 patients were finally analysed after excluding 10 patients who failed to maintain CLDA during the observational period. Changes in radiological progression of MCP and PIP joints with positive SV were significantly greater than those in joints with negative SV. Joint space narrowing (JSN) was strongly related to structural alteration of finger joints. In joints with positive SV, changes in structural alteration did not relate to total SV values, which reflect total exposure to inflammation in an observational period. CONCLUSION: Even in patients with a long period of CLDA, finger joints with positive SV showed structural alteration, especially in the progression of JSN. TRIAL REGISTRATION: University Hospital Medical Information Network Clinical Trials Registry, http://www.umin.ac.jp/ctr/, UMIN000007305.


Subject(s)
Arthritis, Rheumatoid/complications , Finger Joint/diagnostic imaging , Synovitis/diagnostic imaging , Adult , Aged , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Disease Progression , Female , Finger Joint/blood supply , Follow-Up Studies , Humans , Male , Middle Aged , Neovascularization, Pathologic/diagnostic imaging , Neovascularization, Pathologic/etiology , Severity of Illness Index , Synovial Membrane/blood supply , Synovial Membrane/diagnostic imaging , Synovitis/etiology , Ultrasonography, Doppler
12.
Arthritis Rheumatol ; 66(3): 523-32, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24574211

ABSTRACT

OBJECTIVE: The aim of this pilot study was to provide groundwork that could be utilized to optimize the global ultrasound (US) assessment of the whole joint for synovial pathologic features in patients with rheumatoid arthritis (RA). METHODS: US images of the second metacarpophalangeal joint in 8 predefined imaging planes, comprising regions that comprehensively capture the synovial pathologic features of the whole joint, were obtained from 30 patients with RA. Twelve experienced sonographers evaluated these images at the level of both the individual image and the whole joint, using a visual analog scale (VAS) to assess pathologic severity. Interrater reproducibility of the VAS scores was evaluated with intraclass correlation coefficients (ICCs), and factors that independently influenced the global assessment of the whole joint were identified using multiple linear regression analysis. RESULTS: A total of 14,276 VAS scores were analyzed. Interrater reproducibility of any eligible VAS assessment of synovial pathologic features was good (ICC 0.65). US assessment of synovial pathologic features in joints with mild inflammation was less reproducible than that in joints with severe inflammation. Although the most severely affected region in a joint did not always represent the average pathologic severity among the 8 regions, global assessment of the whole joint strongly correlated with assessment of the most severely affected region (P < 0.001). Importantly, the standard, midline imaging plane was not the most influential plane on the global assessment of the whole joint. Assessment of synovial fluid accumulation was not reproducible (ICCs 0.20-0.42) and did not substantially influence the global assessment of synovial inflammation (ß = 0.06). CONCLUSION: The results of this study provide a unique data set that could be utilized to optimize the global US assessment of synovial pathologic features of the whole joint in patients with RA.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , Metacarpophalangeal Joint/diagnostic imaging , Synovial Membrane/diagnostic imaging , Adult , Aged , Arthritis, Rheumatoid/pathology , Female , Humans , Male , Metacarpophalangeal Joint/pathology , Middle Aged , Reproducibility of Results , Severity of Illness Index , Synovial Membrane/pathology , Synovitis/diagnostic imaging , Synovitis/pathology , Ultrasonography
13.
Mod Rheumatol ; 24(3): 419-25, 2014 May.
Article in English | MEDLINE | ID: mdl-24252040

ABSTRACT

OBJECTIVES: This pilot multicenter exercise aimed to evaluate the inter-observer reproducibility of synovial power Doppler (PD) signals in rheumatoid arthritis (RA) patients and to determine the factors influencing the measurements. METHODS: Two representative RA patients were assessed by four independent experienced sonographers. The influence of machine difference, deterioration of the transducer and pulse repetition frequency (PRF) on the assessment of synovial PD signals was investigated. RESULTS: Intra-class correlation coefficient (ICC) for the scanner-reader reproducibility of semi-quantitative PD score was high (0.867). ICC for the inter-scanner reproducibility of synovial PD pixel count was higher than that of semi-quantitative PD score. The assessment of PD signals significantly differed between two machines with quantitative measurements but did not with semi-quantitative score. The assessment of PD signals with a deteriorated transducer was much less sensitive than that with an intact one. The semi-quantitative scores for PD signals were comparable between three different PRFs (500/800/1,300 Hz), whereas the pixel count was significantly lower with the highest one in the knee joint. CONCLUSIONS: Measurement of PD signal can be substantially affected by deteriorated quality of the transducer, whereas the differences are relatively modest between machines with similar specifications and also between PRF settings within a low range.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , Knee Joint/diagnostic imaging , Synovial Membrane/diagnostic imaging , Female , Humans , Japan , Male , Middle Aged , Pilot Projects , Reproducibility of Results , Synovitis/diagnostic imaging , Ultrasonography, Doppler
14.
Rheumatology (Oxford) ; 53(4): 586-91, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24049097

ABSTRACT

RA is a condition of multiple synovitis. Abnormal synovial vascularity (SV) is evident with the onset of joint inflammation. The idea of estimating the level of joint inflammation by sonographic SV was conceived with the advancement of US. The ideal treatment strategy, called treat to target (T2T), requires early diagnosis and assessment of RA. Detection of positive SV can be useful for proving the presence of synovitis and finally diagnosing RA. In the assessment of RA, US-based global scores aimed at assessing overall disease activity have the potential to be useful for the achievement of T2T because US can directly detect changes in synovitis. Remaining SV in local joints increases the risk of structural deterioration. RA requires both improvement of overall disease activity and the disappearance of local SV for remission. The evaluation of SV provides various information and contributes to the clinical treatment of RA.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , Neovascularization, Pathologic/diagnostic imaging , Synovial Membrane/diagnostic imaging , Synovitis/diagnostic imaging , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/complications , Arthritis, Rheumatoid/drug therapy , Humans , Severity of Illness Index , Synovial Membrane/blood supply , Synovitis/drug therapy , Synovitis/etiology , Treatment Outcome , Ultrasonography, Doppler
15.
Rheumatology (Oxford) ; 52(3): 523-8, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23192908

ABSTRACT

OBJECTIVE: To investigate the relationship between synovial vascularity and joint damage progression in each finger joint of patients with RA under low disease activity during treatment with biologic agents. METHODS: We studied 310 MCP and 310 PIP joints of 31 patients with active RA who were administered adalimumab (ADA) or tocilizumab (TCZ). Patients were examined with clinical and laboratory assessments. Power Doppler sonography was performed at baseline and at weeks 8, 20 and 40. Synovial vascularity was evaluated according to quantitative measurement. Hand and foot radiography was performed at baseline and at week 50. RESULTS: Composite scores of the DAS with 28 joints and the Simplified Disease Activity Index (SDAI) were significantly decreased from baseline to week 8, being sustained at a low level by biologic agents during the observational period. MCP and PIP joints with positive synovial vascularity after week 8 showed more subsequent joint damage progression than joints without synovial vascularity throughout the follow-up. The changes in radiographic progression in these joints were independent of the sum of synovial vascularity from baseline to week 40 or the occasional occurrence of positive synovial vascularity. CONCLUSION: Smouldering inflammation reflected by positive synovial vascularity under low disease activity was linked to joint damage. The damage progressed irrespective of the severity of positive synovial vascularity. Even with a favourable overall therapeutic response, monitoring of synovial vascularity has the potential to provide useful joint information to tailor treatment strategies. Trial registration. University Hospital Medical Information Network Clinical Trials Registry; http://www.umin.ac.jp/ctr/; UMIN000004476.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , Finger Joint/diagnostic imaging , Metacarpophalangeal Joint/diagnostic imaging , Neovascularization, Pathologic/diagnostic imaging , Synovial Membrane/diagnostic imaging , Synovitis/diagnostic imaging , Adalimumab , Adult , Aged , Antibodies, Monoclonal, Humanized/therapeutic use , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Disease Progression , Female , Humans , Male , Middle Aged , Radiography , Severity of Illness Index , Synovial Membrane/blood supply , Synovitis/drug therapy , Treatment Outcome , Ultrasonography, Doppler , Young Adult
16.
Arthritis Care Res (Hoboken) ; 63(9): 1247-53, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21671420

ABSTRACT

OBJECTIVE: To investigate the relationship between synovial vascularity and progression of structural bone damage in each finger joint in patients with rheumatoid arthritis (RA) and to demonstrate synovial vascularity as a potential therapeutic marker. METHODS: We studied 250 metacarpophalangeal (MCP) and 250 proximal interphalangeal (PIP) joints of 25 patients with active RA who were administered adalimumab or tocilizumab. Patients were examined with clinical and laboratory assessments. Power Doppler sonography was performed at baseline and at the fourth and eighth weeks. Synovial vascularity was evaluated according to quantitative measurement. Hand and foot radiography was performed at baseline and the twentieth week. RESULTS: Clinical indices such as the 28-joint Disease Activity Score, the Clinical Disease Activity Index, and the Simplified Disease Activity Index were significantly decreased by biologic agents. The MCP and PIP joints with no response in synovial vascularity between baseline and the eighth week (vascularity improvement of ≤70% at the eighth week) showed a higher risk of radiographic progression compared with responsive joints (vascularity improvement of >70% at the eighth week; relative risk 2.33-9). Radiographic progression at the twentieth week was significantly lower in responsive joints than in nonresponsive joints. CONCLUSION: The improvement of synovial vascularity following treatment with biologic agents led to suppression of radiographic progression of RA in each finger joint. The alteration in synovial vascularity numerically reflected therapeutic efficacy. Using vascularity as a marker to determine the most suitable therapeutic approach would be beneficial for patients with active RA.


Subject(s)
Arthritis, Rheumatoid/diagnosis , Finger Joint/diagnostic imaging , Metacarpophalangeal Joint/diagnostic imaging , Synovial Membrane/blood supply , Ultrasonography, Doppler, Pulsed , Adalimumab , Adult , Aged , Antibodies, Monoclonal/therapeutic use , Antibodies, Monoclonal, Humanized , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/diagnostic imaging , Arthritis, Rheumatoid/drug therapy , Disease Progression , Female , Finger Joint/drug effects , Humans , Japan , Male , Metacarpophalangeal Joint/drug effects , Middle Aged , Observer Variation , Pilot Projects , Predictive Value of Tests , Radiography , Reproducibility of Results , Severity of Illness Index , Synovial Membrane/drug effects , Time Factors , Treatment Outcome
17.
Skeletal Radiol ; 40(1): 65-74, 2011 Jan.
Article in English | MEDLINE | ID: mdl-20454961

ABSTRACT

OBJECTIVES: To determine an optimal threshold in a simplified 3D-based volumetry of abnormal signals in rheumatoid wrists utilizing contrast and non-contrast MR data, and investigate the feasibility and reliability of this method. MATERIALS AND METHODS: MR images of bilateral hands of 15 active rheumatoid patients were assessed before and 5 months after the initiation of tocilizumab infusion protocol. The volumes of abnormal signals were measured on STIR and post-contrast fat-suppressed T1-weighted images. Three-dimensional volume rendering of the images was used for segmentation of the wrist by an MR technologist and a radiologist. Volumetric data were obtained with variable thresholding (1, 1.25, 1.5, 1.75, and 2 times the muscle signal), and were compared to clinical data and semiquantitative MR scoring (RAMRIS) of the wrist. Intra- and interobserver variability and time needed for volumetry measurements were assessed. RESULTS: The volumetric data correlated favorably with clinical parameters almost throughout the pre-determined thresholds. Interval differences in volumetric data correlated favorably with those of RAMRIS when the threshold was set at more than 1.5 times the muscle signal. The repeatability index was lower than the average of the interval differences in volumetric data when the threshold was set at 1.5-1.75 for STIR data. Intra- and interobserver variability for volumetry was 0.79-0.84. The time required for volumetry was shorter than that for RAMRIS. CONCLUSIONS: These results suggest that a simplified MR volumetric data acquisition may provide gross estimates of disease activity when the threshold is set properly. Such estimation can be achieved quickly by non-imaging specialists and without contrast administration.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , Magnetic Resonance Spectroscopy , Wrist Joint/diagnostic imaging , Adult , Antibodies, Monoclonal/therapeutic use , Antibodies, Monoclonal, Humanized , Arthritis, Rheumatoid/drug therapy , Contrast Media , Follow-Up Studies , Humans , Men , Pilot Projects , Radiography , Women
18.
Skeletal Radiol ; 40(6): 745-55, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21076827

ABSTRACT

OBJECTIVES: To compare quantitative magnetic resonance imaging (MRI) and power Doppler ultrasonography (PDUS) with conventional measures of disease activity in rheumatoid arthritis (RA) patients treated with the anti-interleukin 6 (anti-IL 6) receptor antibody tocilizumab in terms of responsiveness at a few months to disease activity and ability to predict structural damage at 1 year. METHODS: A cohort of patients with RA (n = 29) was evaluated clinically including disease activity score 28 (DAS28) and by semiquantitative (SQ-) and quantitative (Q-) PDUS (bilateral metacarpophalangeal joints) and MRI (one hand and wrist) at initiation of treatment with anti-IL 6 receptor antibody agents and after 2 and 5 months. Conventional radiography for both hands and wrists was performed at baseline and at 12 months. Responsiveness was assessed by standardized response means (SRM). Areas under the curve (AUC) for measures at baseline, 2 and 5 months were correlated with structural damage at 1 year. RESULTS: Among the laboratory and clinical parameters, DAS28-ESR was the most responsive with a large effect size of SRM. Structural damage progressions for radiography and MR erosion were correlated with AUC of MR bone erosion and Q-PDUS, respectively. CONCLUSIONS: In the evaluation of disease activity in RA patients in the first few months after starting anti-IL 6 receptor antibody tocilizumab treatment, the semiquantitative MR bone erosion score of the hand and quantitative value for power Doppler signal in the finger joint were both responsive and predictive of structural damage progression at 1 year.


Subject(s)
Antibodies, Monoclonal/therapeutic use , Arthritis, Rheumatoid/drug therapy , Magnetic Resonance Imaging/methods , Ultrasonography, Doppler/methods , Adult , Aged , Antibodies, Monoclonal, Humanized , Area Under Curve , Arthritis, Rheumatoid/diagnostic imaging , Arthritis, Rheumatoid/pathology , Biomarkers/blood , Female , Finger Joint/pathology , Humans , Image Interpretation, Computer-Assisted , Male , Middle Aged , Prospective Studies , Treatment Outcome , Wrist Joint/pathology
19.
Arthritis Care Res (Hoboken) ; 62(5): 657-63, 2010 May.
Article in English | MEDLINE | ID: mdl-20191472

ABSTRACT

OBJECTIVE: To investigate the relationship between synovial vascularity assessed by quantitative power Doppler sonography (PDS) and progression of structural bone damage in a single finger joint in patients with rheumatoid arthritis (RA). METHODS: We studied 190 metacarpophalangeal (MCP) joints and 190 proximal interphalangeal (PIP) joints of 19 patients with active RA who had initial treatment with disease-modifying antirheumatic drugs (DMARDs). Patients were examined by clinical and laboratory assessments throughout the study. Hand and foot radiography was performed at baseline and the twentieth week. Magnetic resonance imaging (MRI) was performed at baseline. PDS was performed at baseline and the eighth week. Synovial vascularity was evaluated according to both quantitative and semiquantitative methods. RESULTS: Quantitative PDS was significantly correlated with the enhancement rate of MRI in each single finger joint. Comparing quantitative synovial vascularity and radiographic change in single MCP or PIP joints, the level of vascularity at baseline showed a significant positive correlation with radiographic progression at the twentieth week. The change of vascularity in response to DMARDs, defined as the percentage change in vascularity by the eighth week from baseline, was inversely correlated with radiographic progression in each MCP joint. The quantitative PDS method was more useful than the semiquantitative method for the evaluation of synovial vascularity in a single finger joint. CONCLUSION: The change of synovial vascularity in a single finger joint determined by quantitative PDS could numerically predict its radiographic progression. Using vascularity as a guide to consider a therapeutic approach would have benefits for patients with active RA.


Subject(s)
Arthritis, Rheumatoid/pathology , Finger Joint/pathology , Synovial Membrane/blood supply , Adult , Aged , Aged, 80 and over , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/diagnostic imaging , Arthritis, Rheumatoid/drug therapy , Arthrography , Disease Progression , Female , Finger Joint/blood supply , Finger Joint/diagnostic imaging , Humans , Longitudinal Studies , Magnetic Resonance Imaging , Male , Middle Aged , Reproducibility of Results , Sensitivity and Specificity , Statistics, Nonparametric , Synovial Membrane/diagnostic imaging , Synovial Membrane/pathology , Ultrasonography, Doppler , Young Adult
20.
Mod Rheumatol ; 19(5): 502-6, 2009.
Article in English | MEDLINE | ID: mdl-19533268

ABSTRACT

Power Doppler ultrasonography (PD-US) has proved to be a useful technique to measure synovial vascularity due to its capability to provide data that can be used to evaluate the level of joint inflammation and assess rheumatoid arthritis (RA). We have developed a novel PD-US finger joint scoring method that introduces quantitative measurements into the conventional PD-US assessment method. A comparison of the two methods revealed that our novel PD-US method strongly correlates with the conventional method in terms of RA assessment. We performed finger joint PD-US on 69 patients with RA and 70 patients who had multiple joint pain but showed no evidence of inflammatory diseases (non-inflammatory disease, NI) and measured the synovial vascularity of the metacarpophalangeal joints 1-5 and proximal interphalangeal (PIP) joints 1-5 for each patient. We analyzed the data with receiver operating characteristic analysis and, based on the results for the total vascularity of 20 finger joints, defined a cut-off value of 36% as discriminating between RA and NI. This cut-off value was found to be a valuable tool in screening for RA. We conclude that our finger joint PD-US scoring system is both useful and applicable for diagnosing RA.


Subject(s)
Arthralgia/diagnostic imaging , Arthritis, Rheumatoid/diagnostic imaging , Finger Joint/diagnostic imaging , Diagnosis, Differential , Female , Humans , Image Processing, Computer-Assisted , Inflammation/diagnostic imaging , Male , Middle Aged , Reproducibility of Results , Synovial Fluid/diagnostic imaging , Synovial Membrane/diagnostic imaging , Ultrasonography, Doppler
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