空间参数绘图法揭示腰椎旁肌肉内脂肪的三维空间分布。

IF 2.6 3区 医学 Q2 CLINICAL NEUROLOGY European Spine Journal Pub Date : 2024-11-18 DOI:10.1007/s00586-024-08559-1
K A Weber, E O Wesselink, J Gutierrez, C S W Law, S Mackey, J Ratliff, S Hu, A S Chaudhari, A Pool-Goudzwaard, M W Coppieters, J M Elliott, M Hancock, B De Leener
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引用次数: 0

摘要

目的:腰椎旁肌内脂肪(IMF)已成为腰背痛(LBP)的一个生物学因素。传统的评估方法测量的是整个肌肉或特定层次的肌内脂肪,可能会忽略肌内脂肪在腰背痛中作用的关键信息。尽管已知整个腰椎都存在差异,但 IMF 的三维(3D)分布尚未在不同人群中得到表征。在此,我们开发了一种基于模板的空间参数映射方法来探索腰椎旁IMF的三维空间分布:为了生成腰椎模板,我们使用了 76 名近期从腰痛中恢复的患者的 T2 加权磁共振成像。我们将高斯混合建模得出的脂肪概率图与模板进行了空间归一化处理,然后计算了IMF的组级空间参数图以及IMF与年龄、体重指数和性别之间的关联:该模板清晰地划分了神经、脊椎和肌肉结构。我们观察到腰椎肌肉特异性和空间变化的三维 IMF 模式,以及与年龄、体重指数和性别相关的关联。就腰部多裂肌和竖脊肌而言,IMF 向下增加,在前内侧肌肉边界处最大,而腰大肌的 IMF 分布更为均匀。IMF与年龄、体重指数和性别之间的关系在空间上各不相同,在单块肌肉中存在正负关系:结论:所开发的三维空间参数制图方法可对腰椎旁IMF进行全面评估,从而增强我们对腰椎功能和病理、治疗机制以及促进腰痛康复的可调节因素的了解。
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Three-dimensional spatial distribution of lumbar paraspinal intramuscular fat revealed by spatial parametric mapping.

Purpose: Lumbar paraspinal intramuscular fat (IMF) has emerged as a biological factor in low back pain (LBP). Traditional assessments measure IMF across the entire muscle or at specific levels and may miss key information on the role of IMF in LBP. Despite known variations across the lumbar spine, the three-dimensional (3D) distribution of IMF has not been characterized across people. Here we develop a template-based spatial parametric mapping approach to explore the 3D spatial distribution of lumbar paraspinal IMF.

Methods: To generate a lumbar spine template, we used T2-weighted magnetic resonance imaging from 76 people who recently recovered from LBP. We spatially normalized fat probability maps from Gaussian mixture modeling to the template and then calculated group-level spatial parametric maps of IMF and the associations between IMF and age, BMI, and sex.

Results: The template had clear delineation of the neural, vertebral, and muscular structures. We observed muscle-specific and spatially varying 3D patterns of IMF across the lumbar spine along with age-, BMI-, and sex-related associations. For the lumbar multifidus and erector spinae, IMF increased inferiorly and was greatest at the anterior-medial muscle borders, while psoas major IMF was more evenly distributed. The associations between IMF and age, BMI, and sex varied spatially with both positive and negative associations present within an individual muscle.

Conclusion: The developed 3D spatial parametric mapping approach provides a comprehensive assessment of lumbar paraspinal IMF, potentially enhancing our understanding of lumbar spine function and pathology, treatment mechanisms, and the modifiable factors promoting recovery from LBP.

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来源期刊
European Spine Journal
European Spine Journal 医学-临床神经学
CiteScore
4.80
自引率
10.70%
发文量
373
审稿时长
2-4 weeks
期刊介绍: "European Spine Journal" is a publication founded in response to the increasing trend toward specialization in spinal surgery and spinal pathology in general. The Journal is devoted to all spine related disciplines, including functional and surgical anatomy of the spine, biomechanics and pathophysiology, diagnostic procedures, and neurology, surgery and outcomes. The aim of "European Spine Journal" is to support the further development of highly innovative spine treatments including but not restricted to surgery and to provide an integrated and balanced view of diagnostic, research and treatment procedures as well as outcomes that will enhance effective collaboration among specialists worldwide. The “European Spine Journal” also participates in education by means of videos, interactive meetings and the endorsement of educative efforts. Official publication of EUROSPINE, The Spine Society of Europe
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