Brain predicted age difference mediates pain impact on physical performance in community dwelling middle to older aged adults

被引:2
作者
Peterson, Jessica A. [1 ,2 ]
Johnson, Alisa [1 ,2 ]
Nordarse, Chavier Laffitte [1 ,2 ]
Huo, Zhiguang [3 ]
Cole, James [4 ,5 ,6 ]
Fillingim, Roger B. [1 ,2 ]
Cruz-Almeida, Yenisel [1 ,2 ]
机构
[1] Univ Florida, Pain Res & Intervent Ctr Excellence, Gainesville, FL 32610 USA
[2] Univ Florida, Dept Community Dent & Behav Sci, Gainesville, FL 32610 USA
[3] Univ Florida, Dept Biostat, Gainesville, FL 32610 USA
[4] UCL, Ctr Med Image Comp, Dept Comp Sci, London, England
[5] Kings Coll London, Inst Psychiat, Psychol & Neurosci, London, England
[6] UCL, Inst Neurol, Dementia Res Ctr, London, England
基金
美国国家科学基金会;
关键词
Knee osteoarthritis; Knee pain; Neuroimaging; Aging; Physical performance; Mobility; CHRONIC BACK-PAIN; MUSCULOSKELETAL DISORDERS; WOMENS HEALTH; DISABILITY; OSTEOARTHRITIS; BURDEN; ASSOCIATION; ARTHRITIS; SEVERITY; BALANCE;
D O I
10.1016/j.gerinurse.2023.01.019
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
The purpose of the study was to examine associations between physical performance and brain aging in individuals with knee pain and whether the association between pain and physical performance is mediated by brain aging. Participants (n=202) with low impact knee pain (n=111), high impact knee pain (n=60) and pain-free controls (n=31) completed self-reported pain, magnetic resonance imaging (MRI), and a Short Physical Performance Battery (SPPB) that included balance, walking, and sit to stand tasks. Brain predicted age difference, calculated using machine learning from MRI images, significantly mediated the relationships between walking and knee pain impact (CI: -0.124; -0.013), walking and pain-severity (CI: -0.008; -0.001), total SPPB score and knee pain impact (CI: -0.232; -0.025), and total SPPB scores and pain-severity (CI: -0.019; -0.001). Brain-aging begins to explain the association between pain and physical performance, especially walking. This study supports the idea that a brain aging prediction can be calculated from shorter duration MRI sequences and possibly implemented in a clinical setting to be used to identify individuals with pain who are at risk for accelerated brain atrophy and increased likelihood of disability. (c) 2023 Elsevier Inc. All rights reserved.
引用
收藏
页码:181 / 187
页数:7
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