• Home
  • Search
  • Automated Compactness Quantitative Metrics for Wrist Bone on Conventional Radiography in Rheumatoid Arthritis: A Clinical Evaluation Study.
  • https://doi.org/10.3390/jimaging12020087Copy DOI Icon

Automated Compactness Quantitative Metrics for Wrist Bone on Conventional Radiography in Rheumatoid Arthritis: A Clinical Evaluation Study.

Show More
  • Abstract
  • Literature Map
  • Similar Papers
Abstract

Rheumatoid arthritis (RA) frequently affects the joints of the hands, with joint space narrowing (JSN) representing an important early marker of structural damage. The semi-quantitative Sharp/van der Heijde (SvdH) scoring system is widely used in clinical practice but is inherently subjective and susceptible to observer variability. Moreover, the complex anatomy of the wrist and substantial overlap of carpal bones pose challenges for automated quantitative assessment of wrist JSN on routine radiographs. This study aimed to introduce a novel quantitative assessment perspective and to clinically validate an automated, compactness-related quantification framework for evaluating wrist JSN in RA. This study initially enrolled 51 patients with RA. After excluding one case with severe carpal fusion that precluded anatomical differentiation, 50 patients (44 females and 6 males) were included in the final analysis. The cohort had a mean age of 61 years (range: 21-82), a median symptom duration of 9 years (IQR: 1-32), and a median follow-up interval for bilateral hand radiographs of 1.06 years (IQR: 0.82-1.30). To quantify global wrist JSN, 10 compactness-related metrics were computed based on the spatial distribution of bone centroids extracted from carpal segmentation masks. These metrics were validated against the wrist JSN subscore of the SvdH score (SvdH-JSN_wrist) and the total Sharp score (TSS) as gold standards. Several distance-based metrics among the compactness-related metrics showed significant negative correlations with the wrist joint space narrowing subscore of the Sharp/van der Heijde score (SvdH-JSN_wrist). Specifically, mean-pairwise-distance (MPD), root-mean-square-radius (RMSR), and median-radius (R50) showed moderate to strong correlations (r = -0.52 to -0.63, all p≤0.0001) that were consistent at BL and FU. Correlations with TSS were weaker overall, with only R50 and its normalized form showing stable negative correlations (r = -0.40 to -0.43, p < 0.01). Longitudinal analyses showed limited correlations between metric changes and clinical score changes. The proposed automated compactness quantification framework enables objective and reliable assessment of wrist JSN on standard radiographs and complements conventional scoring systems by supporting automated and standardized evaluation of RA-related wrist structural changes.

Similar Papers
  • Abstract

AB0237 Gradation of Changes in Axial and Peripheral Skeleton with Respect To The Age at Rheumatoid Arthritis (RA) Onset

  • Jun 01, 2016
  • Annals of the Rheumatic Diseases
  • I Dydykina +6
  • Abstract

SAT0622 The Clinical Use of Digital Joint Space Width and X-Ray Radiogrammetry as Markers for Early Radiographic Progression in RA

  • Jun 01, 2015
  • Annals of the Rheumatic Diseases
  • M Platten +4
  • Research Article

FRI0044 Early treatment with dmards improves radiological outcome in patients with rheumatoid arthritis

  • Jun 01, 2001
  • Annals of the Rheumatic Diseases
  • Cf Allaart +3
  • Research Article
  • Citations8

Erosive progression by high-resolution peripheral quantitative computed tomography and conventional radiography in rheumatoid arthritis.

  • May 15, 2024
  • Rheumatology (Oxford, England)
  • Josephine Therkildsen +8
  • Research Article
  • Citations23

Effectiveness of initial treatment allocation based on expert opinion for prevention of rapid radiographic progression in daily practice of an early RA cohort

  • Dec 21, 2010
  • Annals of the rheumatic diseases
  • Anne Durnez +4
  • Research Article
  • Citations9

Efficacy of Tocilizumab Monotherapy Versus Tocilizumab and Methotrexate Combination Therapy in the Prevention of Radiographic Progression in Rheumatoid Arthritis: An Analysis Using Individual Patient Data From Multiple Clinical Trials

  • Mar 25, 2022
  • Arthritis Care & Research
  • Maxime M A Verhoeven +8
  • Research Article
  • Citations23

A combination of biochemical markers of cartilage and bone turnover, radiographic damage and body mass index to predict the progression of joint destruction in patients with rheumatoid arthritis treated with disease-modifying anti-rheumatic drugs

  • Jun 01, 2009
  • Modern Rheumatology
  • Jun Hashimoto +8
  • Abstract

AB0258 Persistence of Extensive MRI Osteitis Associates RAPID Radiographic Progression with Predominant Loss of Joint SPACE Narrowing and Hand Grip in Patients with Rheumatoid Arthritis Inadequate Response to Methotrexate

  • Jun 01, 2014
  • Annals of the Rheumatic Diseases
  • K Katayama +6
  • Abstract

POS0052 FIVE-YEAR FOLLOW-UP OF A 2-YEAR MRI TREAT-TO-TARGET STRATEGY ON RADIOGRAPHIC DAMAGE PROGRESSION IN RHEUMATOID ARTHRITIS PATIENTS IN CLINICAL REMISSION - THE IMAGINE-MORE STUDY

  • May 30, 2023
  • Annals of the Rheumatic Diseases
  • S Møller-Bisgaard +20
  • Research Article
  • Citations1

Assessment of radiological changes involving the articular surface of the temporomandibular joint in patients with osteoarthritis and rheumatoid arthritis using computed tomography scan: A prospective clinico-radiological study

  • Jan 01, 2017
  • Archives of Medicine and Health Sciences
  • Abhisheksingh Nayyar +6
  • Discussion
  • Citations8

Lack of association between IL-15 genetic variants and progression of joint destruction in Japanese patients with rheumatoid arthritis

  • Nov 22, 2013
  • Annals of the rheumatic diseases
  • Shinji Yoshida +6
  • Supplementary Content
  • Citations109

Comparison of long term outcome of patients with rheumatoid arthritis presenting with undifferentiated arthritis or with rheumatoid arthritis: an observational cohort study

  • May 18, 2005
  • Annals of the rheumatic diseases
  • J Van Aken +5
  • Research Article
  • Citations15

14-3-3η Protein in serum and synovial fluid correlates with radiographic damage and progression in a longitudinal evaluation of patients with established rheumatoid arthritis

  • Jul 22, 2019
  • Modern Rheumatology
  • Nevin Hammam +4
  • Abstract

SAT0078 Severity of Periodontal Disease Impacts in Joint Damage in Patients with Rheumatoid Arthritis-A Cross Sectional Study in an Urban Peruvian Population.

  • Jun 01, 2013
  • Annals of the Rheumatic Diseases
  • R V Gamboa-Cardenas +13
  • Research Article

SAT0474 WHAT DETERMINES THE EFFECT OF THERAPY WITH DENOSUMAB ON BONE IN WOMEN WITH RHEUMATOID ARTHRITIS AND OSTEOPOROSIS

  • Jun 01, 2020
  • Annals of the Rheumatic Diseases
  • P Kovalenko +3
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.