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慢性背痛恢复力的脑白质通路的多中心验证。

A multisite validation of brain white matter pathways of resilience to chronic back pain.

作者信息

Mišić Mina, Lee Noah, Zidda Francesca, Sohn Kyungjin, Usai Katrin, Löffler Martin, Uddin Md Nasir, Farooqi Arsalan, Schifitto Giovanni, Zhang Zhengwu, Nees Frauke, Geha Paul, Flor Herta

机构信息

Institute of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.

Department of Psychiatry, University of Rochester Medical Center, Rochester, United States.

出版信息

Elife. 2024 Dec 24;13:RP96312. doi: 10.7554/eLife.96312.

Abstract

Chronic back pain (CBP) is a global health concern with significant societal and economic burden. While various predictors of back pain chronicity have been proposed, including demographic and psychosocial factors, neuroimaging studies have pointed to brain characteristics as predictors of CBP. However, large-scale, multisite validation of these predictors is currently lacking. In two independent longitudinal studies, we examined white matter diffusion imaging data and pain characteristics in patients with subacute back pain (SBP) over 6- and 12-month periods. Diffusion data from individuals with CBP and healthy controls (HC) were analyzed for comparison. Whole-brain tract-based spatial statistics analyses revealed that a cluster in the right superior longitudinal fasciculus (SLF) tract had larger fractional anisotropy (FA) values in patients who recovered (SBPr) compared to those with persistent pain (SBPp), and predicted changes in pain severity. The SLF FA values accurately classified patients at baseline and follow-up in a third publicly available dataset (Area under the Receiver Operating Curve ~0.70). Notably, patients who recovered had FA values larger than those of HC suggesting a potential role of SLF integrity in resilience to CBP. Structural connectivity-based models also classified SBPp and SBPr patients from the three data sets (validation accuracy 67%). Our results validate the right SLF . Cognitive and behavioral processes dependent on the right SLF, such as proprioception and visuospatial attention, should be analyzed in subacute stages as they could prove important for back pain chronicity.

摘要

慢性背痛(CBP)是一个全球性的健康问题,会带来重大的社会和经济负担。虽然已经提出了各种背痛慢性化的预测因素,包括人口统计学和心理社会因素,但神经影像学研究指出大脑特征是CBP的预测因素。然而,目前缺乏对这些预测因素的大规模、多地点验证。在两项独立的纵向研究中,我们在6个月和12个月的时间里检查了亚急性背痛(SBP)患者的白质扩散成像数据和疼痛特征。分析了CBP患者和健康对照(HC)个体的扩散数据以进行比较。基于全脑纤维束的空间统计分析显示,与持续疼痛的患者(SBPp)相比,恢复的患者(SBPr)右侧上纵束(SLF)纤维束中的一个簇具有更大的各向异性分数(FA)值,并预测了疼痛严重程度的变化。SLF的FA值在第三个公开可用的数据集中准确地对基线和随访时的患者进行了分类(受试者操作特征曲线下面积约为0.70)。值得注意的是,恢复的患者的FA值大于HC的FA值,这表明SLF完整性在抵抗CBP方面可能发挥作用。基于结构连接性的模型也对来自三个数据集的SBPp和SBPr患者进行了分类(验证准确率为67%)。我们的结果验证了右侧SLF。依赖于右侧SLF的认知和行为过程,如本体感觉和视觉空间注意力,应在亚急性阶段进行分析,因为它们可能对背痛慢性化很重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a42b/11668529/cd7043d61d37/elife-96312-fig1.jpg

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