计算机化认知训练可增加亨廷顿氏症患者的灰质体积:一项试点研究

IF 7.4 1区 医学 Q1 CLINICAL NEUROLOGY Movement Disorders Pub Date : 2024-08-09 DOI:10.1002/mds.29972
Katharine Huynh BPsych (Hons), Nellie Georgiou-Karistianis PhD, Amit Lampit PhD, M. Navyaan Siddiqui BSc (Hons), Julie C. Stout PhD, Sharna D. Jamadar PhD
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引用次数: 0

摘要

计算机化认知训练(CCT)旨在通过对目标认知领域任务的练习来提高认知能力。在健康的老年人和临床人群中,CCT 对认知和灰质结构的改善已被发现1, 2 ,但其对亨廷顿氏病(HD)的影响尚未得到深入研究。参与者在 3 个月内随机接受多领域 CCT(每周两次,每次 1 小时)或生活方式教育(每月一期通讯)。一部分参与者(CCT 6 人,生活方式教育 10 人)在基线和随访期间完成了结构磁共振成像和认知评估。我们预测,与生活方式教育组相比,CCT 组的灰质体积增加或保持不变。方法见补充数据 S1。基线时,各组在人口统计学或临床变量方面无显著差异(补充表 S1)。CCT的坚持率从96%到100%不等(5/6的参与者坚持率为100%)。基于体素的形态计量学分析表明,基线和随访期间灰质体积的变化在左侧丘脑、右侧赫氏回、右侧颞上回、右侧扣带回中部和右侧额叶中回间存在显著的组间差异(图 1A)。简单效应分析(图 1B;补充表 S2)显示,除左侧大脑突起外,生活方式教育组所有区域的体积均显著减少,而 CCT 组则显著增加。在左侧丘脑,生活方式教育组的体积明显减少,而 CCT 组的体积保持不变。灰质体积变化与认知结果之间的探索性相关性显示,体积增加与各种认知结果的改善之间存在正相关(补充数据 S2)。所有区域灰质体积的增加都与任务转换范式表现的改善相关。体积发生显著变化的脑区(putamen、Heschl's gyrus、颞上回、扣带回中部和额中回)可能对 CCT 更敏感,因为它们在显现前阶段已经萎缩。5 虽然我们的研究结果容易受到小样本偏差和效应大小高估的影响,但其结果与对老年人进行类似剂量训练的研究结果是一致的1。虽然生活方式教育组灰质体积在 3 个月内的明显下降出乎意料,但这可能是由于使用了一个为检测短期可塑性变化而优化的分割模型。然而,我们的数据表明,单靠多域 CCT 可能有助于保护 HD 发病前和发病初期的灰质体积。这些结果鼓励我们在这一领域开展进一步的研究,进行更大规模的多站点试验或对小型研究的数据进行综合:N.G-K.接受了弗里德里希共济失调研究联盟(美国)和美国纽约CHDI基金会的研究资助。J.C.S.是ZindaMetrix公司的董事(管理)和Stout Neuropsych公司的董事,并接受了澳大利亚PPD公司、澳大利亚国家健康与医学研究委员会和CHDI基金会的研究资助。K.H.、M.N.S.、A.L.和 S.D.J.声明没有其他需要披露的信息:A. 构思,B. 组织,C. 执行;(2)统计分析:A.设计,B.执行,C.审查和评论;(3) 手稿准备:K.H.: 1A, 1B, 1C, 2A, 2B, 2C, 3A, 3BN.G-K.: 1A, 1B, 2C, 3BA.L.: 1A, 2CM.N.S.: 1CJ.C.S.: 1A, 2C, 3BS.D.J.: 1A, 2A, 2C, 3B
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Computerized Cognitive Training Increases Gray Matter Volumes in Huntington's Disease: A Pilot Study

Computerized cognitive training (CCT) aims to improve cognition through practice on tasks that invoke targeted cognitive domains. CCT improvements to cognition and gray matter structure have been found in healthy older adults and clinical populations.1, 2 However, its effects in Huntington's disease (HD) have not been thoroughly examined.3

We conducted a pilot randomized controlled trial to examine the effects of CCT in pre-manifest and early-stage HD. Participants were randomized to either multidomain CCT (two 1-hour sessions weekly) or lifestyle education (monthly newsletters) over 3 months. A sub-sample of participants (n = 6 CCT, n = 10 lifestyle education) completed structural magnetic resonance imaging and cognitive assessments at baseline and follow up. We predicted increased or preserved gray matter volumes in the CCT group, compared to the lifestyle education group. Methods are provided in Supplementary Data S1.

There were no significant differences between groups on demographic or clinical variables at baseline (Supplementary Table S1). Adherence to CCT ranged from 96% to 100% (5/6 participants had 100% adherence). Voxel-based morphometry analyses showed that change in gray matter volumes between baseline and follow up significantly differed between groups in the left putamen, right Heschl's gyrus, right superior temporal gyrus, right middle cingulate, and right middle frontal gyrus (Fig. 1A). Analyses of simple effects (Fig. 1B; Supplementary Table S2) revealed that in all regions, except left putamen, volumes significantly decreased in the lifestyle education group and significantly increased in the CCT group. In left putamen, volume significantly decreased in the lifestyle education group and was preserved in the CCT group. Examination of individual effects showed consistency in directions of effects across participants in each group.

Exploratory correlations between changes in gray matter volumes and cognitive outcomes revealed positive correlations between increased volumes and improvement on various cognitive outcomes (Supplementary Data S2). Increased volumes in all regions correlated with improved performance on a task switching paradigm.

The brain regions showing significant change in volume (putamen, Heschl's gyrus, superior temporal gyrus, middle cingulate, and middle frontal gyrus) may be more responsive to CCT given their atrophy in the pre-manifest stage.4 Similarly, deficits in task switching can occur decades prior to diagnosis as it engages a widespread brain network.5

Although our results are susceptible to small sample bias and overestimated effect sizes, results are consistent with studies in older adults with similar training doses.1 Although significant decline in gray matter volumes in the lifestyle education group over 3 months was unexpected, this may be due to use of a segmentation model optimized for detecting short-term plasticity changes.6 Our results complement studies that demonstrate significant change in gray matter volumes in early-stage HD across intervals as short as 6 months.7

We urge caution when interpreting our results considering the small sample size, imbalanced numbers across groups, and potential self-selection bias. However, our data suggest that multidomain CCT alone may help preserve gray matter volumes in pre-manifest and early-stage HD. These results encourage further research in this area, with larger multi-site trials or synthesis of data across smaller studies.

Financial Disclosures for the Preceding 12 Months: N.G-K. received research funding from Friedreich Ataxia Research Alliance (USA) and CHDI Foundation New York, USA. J.C.S. is the Director (Managing) of ZindaMetrix, Director of Stout Neuropsych, and received research funding from PPD Australia, Australia National Health and Medical Research Council, and CHDI Foundation. K.H., M.N.S., A.L., and S.D.J., declare that there are no additional disclosures to report.

(1) Research Project: A. Conception, B. Organization, C. Execution; (2) Statistical Analysis: A. Design, B. Execution, C. Review and Critique; (3) Manuscript Preparation: A. Writing the First Draft, B. Review and Critique.

K.H.: 1A, 1B, 1C, 2A, 2B, 2C, 3A, 3B

N.G-K.: 1A, 1B, 2C, 3B

A.L.: 1A, 2C

M.N.S.: 1C

J.C.S.: 1A, 2C, 3B

S.D.J.: 1A, 2A, 2C, 3B

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来源期刊
Movement Disorders
Movement Disorders 医学-临床神经学
CiteScore
13.30
自引率
8.10%
发文量
371
审稿时长
12 months
期刊介绍: Movement Disorders publishes a variety of content types including Reviews, Viewpoints, Full Length Articles, Historical Reports, Brief Reports, and Letters. The journal considers original manuscripts on topics related to the diagnosis, therapeutics, pharmacology, biochemistry, physiology, etiology, genetics, and epidemiology of movement disorders. Appropriate topics include Parkinsonism, Chorea, Tremors, Dystonia, Myoclonus, Tics, Tardive Dyskinesia, Spasticity, and Ataxia.
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