骨关节炎
基于体素的形态计量学
脑形态计量学
医学
神经影像学
慢性疼痛
扣带皮质
体素
物理医学与康复
心理学
磁共振成像
物理疗法
内科学
白质
病理
放射科
中枢神经系统
精神科
替代医学
作者
Joana Barroso,Andrew D. Vigotsky,Paulo Branco,Ana Mafalda Reis,Thomas J. Schnitzer,Vasco Galhardo,A. Vania Apkarian
出处
期刊:Pain
[Ovid Technologies (Wolters Kluwer)]
日期:2020-05-04
卷期号:161 (9): 2167-2178
被引量:39
标识
DOI:10.1097/j.pain.0000000000001904
摘要
Abstract The interaction between osteoarthritis (OA) pain and brain properties remains minimally understood, although anatomical and functional neuroimaging studies suggest that OA, similar to other chronic pain conditions, may impact as well as partly be determined by brain properties. Here, we studied brain gray matter (GM) properties in OA patients scheduled to undergo total joint replacement surgery. We tested the hypothesis that brain regional GM volume is distinct between hip OA (HOA) and knee OA (KOA) patients, relative to healthy controls and moreover, that these properties are related to OA pain. Voxel-based morphometry group contrasts showed lower anterior cingulate GM volume only in HOA. When we reoriented the brains (flipped) to examine the hemisphere contralateral to OA pain, precentral GM volume was lower in KOA and HOA, and 5 additional brain regions showed distortions between groups. These GM changes, however, did not reflect clinical parameters. Next, we subdivided the brain into larger regions, approximating Brodmann areas, and performed univariable and machine learning-based multivariable contrasts. The univariable analyses approximated voxel-based morphometry results. Our multivariable model distinguished between KOA and controls, was validated in a KOA hold-out sample, and generalized to HOA. The multivariable model in KOA, but not HOA, was related to neuropathic OA pain. These results were mapped into term space (using Neurosynth), providing a meta-analytic summary of brain anatomical distortions in OA. Our results indicate more subtle cortical anatomical differences in OA than previously reported and also emphasize the interaction between OA pain, namely its neuropathic component, and OA brain anatomy.
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