ISSLS PRIZE in Clinical Science 2023: comparison of degenerative MRI features of the intervertebral disc between those with and without chronic low back pain. An exploratory study of two large female populations using automated annotation

被引:4
作者
Jamaludin, A. [1 ]
Kadir, T. [2 ]
Zisserman, A. [1 ]
McCall, I. [7 ]
Williams, F. M. K. [4 ]
Lang, H. [3 ]
Buchanan, E. [6 ]
Urban, J. P. G. [5 ]
Fairbank, J. C. T. [3 ,6 ]
机构
[1] Univ Oxford, Dept Engn Sci, Oxford OX1 3PJ, England
[2] Plexalis Ltd, 30 Upper High St, Thame OX9 3EZ, England
[3] Univ Oxford, Nuffield Dept Orthopaed Rheumatol & Musculoskeleta, Oxford OX3 7LD, England
[4] Kings Coll London, Dept Twin Res & Genet Epidemiol, London SE1 7EH, England
[5] Univ Oxford, Dept Physiol Anat & Genet, Oxford OX3 7LD, England
[6] Oxford Univ Hosp NHS Trust, Nuffield Orthopaed Ctr, Oxford OX3 7HE, England
[7] Robert Jones & Agnes Hunt Hosp, Dept Radiol, Oswestry SY10 7AG, England
基金
英国工程与自然科学研究理事会;
关键词
Epidemiology; Pfirrmann grading; Modic signs; Spinal stenosis; Age-related degenerative changes; Automated annotation of MRI; LUMBAR SPINE; MODIC CHANGES; CLASSIFICATION; COHORT;
D O I
10.1007/s00586-023-07604-9
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objectives The relationship of degeneration to symptoms has been questioned. MRI detects apparently similar disc degeneration and degenerative changes in subjects both with and without back pain. We aimed to overcome these problems by re-annotating MRIs from asymptomatic and symptomatics groups onto the same grading system. Methods We analysed disc degeneration in pre-existing large MRI datasets. Their MRIs were all originally annotated on different scales. We re-annotated all MRIs independent of their initial grading system, using a verified, rapid automated MRI annotation system (SpineNet) which reported degeneration on the Pfirrmann (1-5) scale, and other degenerative features (herniation, endplate defects, marrow signs, spinal stenosis) as binary present/absent. We compared prevalence of degenerative features between symptomatics and asymptomatics. Results Pfirrmann degeneration grades in relation to age and spinal level were very similar for the two independent groups of symptomatics over all ages and spinal levels. Severe degenerative changes were significantly more prevalent in discs of symptomatics than asymptomatics in the caudal but not the rostral lumbar discs in subjects < 60 years. We found high coexistence of degenerative features in both populations. Degeneration was minimal in around 30% of symptomatics < 50 years. Conclusions We confirmed age and disc level are significant in determining imaging differences between asymptomatic and symptomatic populations and should not be ignored. Automated analysis, by rapidly combining and comparing data from existing groups with MRIs and information on LBP, provides a way in which epidemiological and 'big data' analysis could be advanced without the expense of collecting new groups.
引用
收藏
页码:1504 / 1516
页数:13
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