Quantification of bone marrow oedema and fat metaplasia in sacroiliac joints in spondyloarthritis patients using histographic magnetic resonance imaging analysis

被引:0
|
作者
Salaffi, F. [1 ]
Ceccarelli, L. [2 ]
Carotti, M. [3 ]
Di Carlo, M. [1 ]
Farah, S. [1 ]
Giovagnoni, A. [3 ]
机构
[1] Univ Politecn Marche, Osped Carlo Urbani, Dipartimento Sci Clin & Molecolari, Rheumatol Clin, Jesi, Italy
[2] Azienda AUSL Romagna, Osped Infermi, UO Radiol, Faenza, Italy
[3] Univ Politecn Marche, Dipartimento Sci Radiolog, Ospedali Riuniti, Ancona, Italy
关键词
spondyloarthritis; sacroiliac joints; magnetic resonance imaging; bone marrow oedema; histographic analysis; AXIAL SPONDYLOARTHRITIS; ANKYLOSING-SPONDYLITIS; INFLAMMATORY LESIONS; ACTIVE SACROILIITIS; MRI; BIOMARKERS; ADALIMUMAB; SPINE;
D O I
暂无
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective To demonstrate a possible basis for a quantitative magnetic resonance imaging (MRI) approach that uses histographic analysis to determine bone marrow oedema (BME) and fat metaplasia at sacroiliac joints (SIJs) level in patients with axial spondyloarthritis (axSpA). Methods In this prospective, cross-sectional study, consecutive axSpA patients with inflammatory low back pain underwent 1.5-T MRI. MRI images were scored on a 4-point (0-3) scoring system both for BME and fat metaplasia by two radiologists. A region-of-interest based histographic quantitative analysis was used to assess MRI images. Using the area under the receiver operating characteristic curve (AUC-ROC) approach was tested the diagnostic accuracy of histographic analysis for detecting BME vs. BME and fat metaplasia on MRI images. Result 17 of the 43 patients (39.5%) included only had a BME lesion, while the remaining 26 patients (60.5%) had both BME and fat metaplasia at the SIJ level. Inter-rater agreement between readers was good (weighted kappa 0.643). On MRI images, BME and BME+fat metaplasia showed significant difference in histographic analysis (p<0.001), with an AUC-ROC of 0.898, and an optimal cut-off point of 311 at histographic analysis in the distinction of BME vs. fat metaplasia. Conclusion Histographic analysis could represent a method for quantifying BME on MRI images of SIJs in patients with axSpA. This type analysis can provide important prognostic information and guide the choice of treatment in patients with sacroiliitis.
引用
收藏
页码:1385 / 1392
页数:8
相关论文
共 50 条
  • [21] The evaluation of bone marrow edema in sacroiliac joint in patients with ankylosing spondylitis using magnetic resonance imaging Dixon sequence
    Du, Ming-Shan
    Xiong, Xuan-Qi
    Liu, He
    Qin, Xin
    Hu, Xiao-Fei
    Chen, Wei
    BMC MUSCULOSKELETAL DISORDERS, 2021, 22 (01)
  • [22] Machine Learning Pipeline for Predicting Bone Marrow Edema Along the Sacroiliac Joints on Magnetic Resonance Imaging
    Roels, Joris
    De Craemer, Ann-Sophie
    Renson, Thomas
    de Hooge, Manouk
    Gevaert, Arne
    van den Berghe, Thomas
    Jans, Lennart
    Herregods, Nele
    Carron, Philippe
    van den Bosch, Filip
    Saeys, Yvan
    Elewaut, Dirk
    ARTHRITIS & RHEUMATOLOGY, 2023, 75 (12) : 2169 - 2177
  • [23] Can radiomics replace the SPARCC scoring system in evaluating bone marrow edema of sacroiliac joints in patients with axial spondyloarthritis?
    Zheng, Mo
    Miao, Shouliang
    Chen, Dan
    Yao, Fei
    Xiao, Qinqin
    Zhu, Guanxia
    Pan, Chenqiang
    Lei, Tao
    Ye, Chenhao
    Yang, Yunjun
    Ye, Lusi
    CLINICAL RHEUMATOLOGY, 2023, 42 (06) : 1675 - 1682
  • [24] MRI assessment of bone marrow oedema in the sacroiliac joints of patients with spondyloarthritis: is the SPAIR T2w technique comparable to STIR?
    Vitor Faeda Dalto
    Rodrigo Luppino Assad
    Michel Daoud Crema
    Paulo Louzada-Junior
    Marcello Henrique Nogueira-Barbosa
    European Radiology, 2017, 27 : 3669 - 3676
  • [25] Efficacy of long-term nonsteroidal antiinflammatory drug treatment on magnetic resonance imaging-determined bone marrow oedema in early, active axial spondyloarthritis patients
    Tang, Mei
    Xue, Leixi
    Shen, Yueping
    Bo, Lin
    Yang, Ru
    Wen, Jian
    Zhang, Yi
    Liu, Zhichun
    Fu, Jinxiang
    CLINICAL RHEUMATOLOGY, 2018, 37 (01) : 245 - 250
  • [26] Normal Magnetic Resonance Imaging Appearance of Marrow Adjacent to the Sacroiliac Joints in Children During Development
    Storey, Troy
    Borgia, Roberto Ezequiel
    Merritt, Parker
    Woolnough, Leandra
    JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2022, 46 (01) : 91 - 96
  • [27] Erosions Are the Most Relevant Magnetic Resonance Imaging Features in Quantification of Sacroiliac Joints in Ankylosing Spondylitis
    Wick, Marius C.
    Weiss, Ruediger J.
    Jaschke, Werner
    Klauser, Andrea S.
    JOURNAL OF RHEUMATOLOGY, 2010, 37 (03) : 622 - 627
  • [28] COLOR DOPPLER ULTRASOUND OF SACROILIAC JOINTS COMPARED WITH MAGNETIC RESONANCE IMAGING IN NON RADIOGRAPHIC SPONDYLOARTHRITIS
    Bouaziz, M.
    Ben Nessib, D.
    Riahi, H.
    Maatallah, K.
    Labbene, E.
    Ferjani, H.
    Kchir, M. M.
    Hamdi, W.
    Ladeb, F.
    ANNALS OF THE RHEUMATIC DISEASES, 2020, 79 : 1836 - 1836
  • [29] Degree of bone marrow oedema in sacroiliac joints of patients with axial spondyloarthritis is linked to gut inflammation and male sex: results from the GIANT cohort
    Van Praet, Liesbet
    Jans, Lennart
    Carron, Philippe
    Jacques, Peggy
    Glorieus, Elien
    Colman, Roos
    Cypers, Heleen
    Mielants, Herman
    De Vos, Martine
    Cuvelier, Claude
    Van den Bosch, Filip
    Elewaut, Dirk
    ANNALS OF THE RHEUMATIC DISEASES, 2014, 73 (06) : 1186 - 1189
  • [30] Deep-learning based quantification model for hip bone marrow edema and synovitis in patients with spondyloarthritis based on magnetic resonance images
    Zheng, Yan
    Bai, Chao
    Zhang, Kui
    Han, Qing
    Guan, Qingbiao
    Liu, Ying
    Zheng, Zhaohui
    Xia, Yong
    Zhu, Ping
    FRONTIERS IN PHYSIOLOGY, 2023, 14