计算机辅助认知康复训练对脑卒中患者总体认知功能改善的Meta分析

公冶慧娟, 徐潇潇, 王皎, 刘沙沙

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  • ISSN 2096-5516 CN 10-1536/R
  • 主办单位:阿尔茨海默病防治协会
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阿尔茨海默病及相关病杂志 ›› 2024, Vol. 7 ›› Issue (3) : 204-209. DOI: 10.3969/j.issn.2096-5516.2024.03.008
论著

计算机辅助认知康复训练对脑卒中患者总体认知功能改善的Meta分析

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Computer aided cognitive rehabilitation training on overall cognitive function improvement in stroke patients: a meta-analysis

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摘要

目的: 评价计算机辅助认知康复训练对脑卒中后认知损害患者总体认知功能的改善效果。方法: 计算机检索Pubmed、EMbase、万方和CNKI数据库,搜集关于计算机辅助认知康复训练对脑卒中后认知损害患者总体认知功能改善效果的随机对照研究,时限为建库到2022年5月。文献的筛选、资料的提取和评价纳入研究的偏倚风险由2名研究者独立完成,最后采用RevMan5.3软件进行Meta分析。结果: 共纳入9个RCT研究,包括467例患者。Meta分析结果显示,MMSE的效应值是1.97 [0.52, 3.42],MoCA的效应值是3.24[2.41,4.07]。在认知功能改善方面,计算机辅助认知康复训练效果优于人工认知康复训练。结论: 4周及以上计算机辅助认知康复训练在改善脑卒中患者总体认知功能方面存在优势,临床上可根据不同患者、不同医院的具体情况制定康复方案,使认知功能得到有效的改善。受纳入研究数量和质量的限制,结论尚待更多高质量研究予以验证。

Abstract

Objective: To systematically evaluate the effect of computer aided cognitive rehabilitation training on the overall cognitive function of patients with cognitive impairment after stroke. Methods: Pubmed, EMbase, Wanfang and CNKI databases were searched by computer to collect randomized controlled trials on the effect of computer aided cognitive rehabilitation training on the improvement of overall cognitive function in patients with cognitive impairment after stroke. The time limit was from the establishment of the database to May 2022. Literature screening, data extraction and bias risk assessment of included studies were completed by two researchers independently. Finally, RevMan5.3 software was used for Meta-analysis. Results: Nine RCTs involving 467 patients were included. Meta-analysis results showed that the effect size of MMSE was 1.97 [0.52, 3.42]. Meta-analysis results showed that the effect size of MoCA was 3.24[2.41, 4.07].In terms of cognitive function improvement, computer aided cognitive rehabilitation training is better than artificial cognitive rehabilitation training. Conclusion: Computer aided cognitive rehabilitation training for more than 4 weeks has advantages in improving the cognitive function of stroke patients. Rehabilitation programs can be made according to the specific conditions of different patients and different hospitals, so as to improve the cognitive function effectively. Limited by the quantity and quality of the included studies, the conclusions need to be verified by more high-quality studies.

关键词

计算机辅助认知康复 / 脑卒中 / 总体认知功能 / Meta分析

Key words

Computer aided cognitive rehabilitation / Stroke / Global cognitive function / Meta analysis

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公冶慧娟 , 徐潇潇 , 王皎 , 刘沙沙. 计算机辅助认知康复训练对脑卒中患者总体认知功能改善的Meta分析. 阿尔茨海默病及相关病杂志. 2024, 7(3): 204-209 https://doi.org/10.3969/j.issn.2096-5516.2024.03.008
Huijuan GONGYE , Xiaoxiao XU , Jiao WANG , Shasha LIU. Computer aided cognitive rehabilitation training on overall cognitive function improvement in stroke patients: a meta-analysis. Chinese Journal of Alzheimer's Disease and Related Disorders. 2024, 7(3): 204-209 https://doi.org/10.3969/j.issn.2096-5516.2024.03.008
脑卒中是一种常见的急性脑血管疾病,具有病情发展快、风险高的特点。92%患者会出现脑卒中后认知功能障碍( post-stroke cognitive impairment, PSCI),对卒中患者后期康复效果和预后影响极大,PSCI包括执行功能、记忆力、注意力等多个领域[1]。PSCI 持续时间长,影响广泛,60%的脑卒中患者在十余年后仍存在不同程度的认知功能障碍,严重影响生活质量[2-3]。首次发病的第一年内认知功能障碍症状会持续加重,但这一阶段也是康复的最佳时期。因此在早期对卒中后认知障碍患者采取有效的认知康复治疗手段显得尤为重要。成人卒中康复治疗指南强调了认知功能训练在卒中康复中的重要性,并推荐评估存在障碍的认知功能域及严重程度制定针对性康复干预方案[4]
计算机辅助认知康复 ( computer aided cognitive rehabilitation, CACR) 训练内容结合认知理论、日常生活,训练难度由易到难,循序渐进,训练内容包括执行功能、记忆力、注意力等多个领域,对于脑卒中患者具有针对性,是一种高效的康复手段,具有科学性、实用性。欧美国家率先将计算机辅助认知康复训练应用于痴呆患者和精神病患者的认知治疗,有研究表明计算机辅助认知训练的效果较好。但也有研究表明计算机认知康复训练与其他方式相比没有显著的干预效果[5-6]。所以本研究对计算机辅助认知训练对脑卒中后认知障碍的影响进行综述,为验证计算机辅助认知训练应用于脑卒后认知康复治疗的临床价值提供依据。

1 资料与方法

1.1 文献纳入排除标准

1.1.1 研究设计

计算机辅助认知康复训练对脑卒中后认知损害患者总体认知功能改善的随机对照试验。

1.1.2 研究对象

纳入标准:①符合中华医学会第五届全国脑血管病学术会议修订的脑卒中诊断标准,并经头颅CT和/或 MRI证实;②患者均为首次发作,病程为2周至6个月; ③病情稳定,意识清晰且可配合康复训练;④ 可完成简易精神状态检查( mini-mental state examination,MMSE) 和蒙特利尔认知评估量表(montreal cognitive assessment,MoCA) ;⑤年龄45~85岁。排除标准:①发病前即存在精神障碍及痴呆; ②完全性失语; ③严重视力及听力障碍者。

1.1.3 干预措施

干预组采取常规康复治疗+计算机辅助认知康复系统或单独采取计算机辅助认知康复系统,时间≥4周,每周>3次,每次≥30分钟。对照组采用常规治疗或常规康复训练或人工认知训练。

1.1.4 结局指标

总体认知功能指标的测量主要涉及2个量表,即MMSE和MoCA,这也是本研究的主要结局指标。

1.2 文献检索策略

1.2.1 检索数据库

本研究系统地检索中文和英文数据库中公开发表的临床试验研究型文章,其中,英文数据库包括Cochrane library、JBI循证护理数据库、Pubmed、EMbase。中文数据库包括万方和CNKI数据库。检索文献时间从建库至2022年5月。同时在Clinical Trails以及中国临床试验注册中心等网站检索非公开发表文献及临床试验。

1.2.2 检索词

中文数据库的检索词为(P:卒中OR 脑卒中OR 脑梗死OR中风OR脑梗塞OR脑血管意外;I:计算机认知训练 OR 计算机认知干预 OR 计算机辅助训练 OR 计算机辅助技术 OR 计算机辅助认知康复 OR 计算机辅助认知训练;O:认知功能 OR 认知状况)。英文数据库的检索词为[P: stroke(Mes)OR apoplexy OR celebrovascular accident OR vascular accident;I: omputer-based cognitive training OR computer-aided cognitive training OR online cognitive training OR CCT OR computer-based training programs OR computer-assisted cognitive rehabilitation OR CACR;O: cognition(Mesh)OR cognitive status OR cognitive functions]。

1.3 文献筛选和资料提取

2名研究者根据纳入和排除标准独立筛选文献,提取资料和对文献进行评价。提取主要内容包括:试验的基本情况,如文献题目、作者、文献出处;受试者的基线情况;纳入研究质量,如随机方法、分配隐藏方法、盲法、失访和/或退出情况等;干预措施;测量指标即MMSE得分和/或MoCA得分,见表1
表1 纳入研究的基本特征

Tab 1 Basic features of included studies

纳入研究 国家 样本量(人)
干预组/对照组
平均年龄(岁)
干预组/对照组
干预措施 结局指标 干预时间 具体值(x±s
李琴[7]2019 中国 30/30 64.67/66.57 常规康复治疗+计算机认知康复/常规康复治疗 MMSE和MoCA得分 4周 20.73±1. 82
23.57±2. 89
14.13±3. 10
16.57±4. 99
王明[8]2019 中国 15/15 未提及 常规康复治疗+计算机辅助认知训练/常规康复治疗 MoCA得分 8周 21.07±3.07
24.27±2.93
22.33±3.07
26.33±3.34
曹瀚元[9]2018 中国 25/25 57.12/56.96 常规康复治疗+计算机辅助康复治疗/常规康复治疗 MMSE和MoCA得分 8周 21.96±5.71
24.56±4.01
20.52±4.66
23.92±4.54
姜财[10]2015 中国 15/15 63.90/62.2 常规康复治疗+计算机辅助认知训练/常规康复治疗 MoCA得分 12周 8.34±4.57
13.13±7.06
许凤娟[11]2015 中国 36/36 60.65/56.71 常规康复治疗+计算机辅助认知障碍训练/常规康复治疗+人工认知训练 MMSE得分 8周 20.56±6.32
23.32±3.69
叶海程[12]2014 中国 30/30 60.33/60.33 常规康复治疗+计算机辅助认知训练/常规康复训练 MMSE和MoCA得分 8周 14.50±4.47
18.57±4.74
11.23±3.80
14.30±3.46
张凤香[13]2011 中国 15/15 65.95/64.59 常规康复训练+计算机认知康复训练/常规康复训练 MoCA得分 8周 21.07±2.52
24.26±2.58
Rosaria De Luca[14]2018 意大利 20/15 43.90/ 42.10 计算机认知康复/传统康复训练 MMSE得分 8周 22.70±2.50
27.00±2.50
23.80±3.50
25.90±3.00
Cai Jiang[15]2016 中国 51/49 63.90/62.20 常规康复治疗+计算机辅助认知康复/常规康复治疗 MMSE和MoCA得分 12周 19.88±4.13
21.06±3.78
16.69±5.66
18.02±4.97
注:使用2014版Cochrane偏倚风险评估工具对纳入的RCT研究进行评估
Note:The Cochrane Risk of Bias tool (version 2014) was used to evaluate the included RCT studies

1.4 质量评价

纳入研究的方法学质量依据cochrane handbook for systematic reviews of interventions5.1.0版推荐的偏倚风险评估工具评价,主要评价7个试验特征:随机方法、分配隐藏、干预者与参与者盲法、结果测量者盲法、不完整数据报告、选择性报告和其他偏倚,见图2
图2 纳入研究的偏倚风险评价结果

Fig 2 Results of bias risk assessment for included studies

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1.5 统计分析

采用RevMan5.3软件进行Meta分析。本研究仅涉及计量资料,采用加权均数差(mean difference, MD)。各效应值以95%可信区间(confident interval,CI)表示。纳入研究结果间的异质性采用Cochrane Q检验。各研究结果间无统计学异质性(P>0.1,I2<50%),Meta分析采用自由效应模型,见图3图4。绘制漏斗图进行发表偏倚评价,见图5
图3 MMSE评分比较的Meta分析结果

Fig 3 Meta-analysis results of MMSE score

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图4 MoCA评分比较的Meta分析结果

Fig 4 Meta-analysis results of MoCA score

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图5 偏倚性分析

Fig 5 Bias analysis

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2 结果

2.1 文献检索结果

共检索到中文文献61篇,英文文献217篇,排除不符合标准的文献后,最终纳入RCT文献9篇,见图1
图1 文献筛选流程

Fig 1 Literature screening process

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2.2 纳入文献的基本特征及质量评价

纳入发表于2011—2019年的9篇RCT,共467例患者,见表1。文献质量均为B级,研究总体质量尚可,见图2

2.3 纳入文献的发表偏倚分析

使用漏斗图显示发表偏倚较小,见图5

3 讨论

3.1 纳入文献质量

本研究共纳入9篇文献,多数文献没有清晰描述分配隐藏的方法。研究论文质量为B级,造成研究结果的准确性受到影响,但文献的发表偏倚较小。纳入的研究中,干预时间为4周到12周,干预时长、频率、干预的总时长、纳入人群的数量、年龄相差不大,这是异质性小的原因。

3.2 计算机辅助认知康复训练对脑卒中认知功能损害患者的总体认知功能有较好的康复效果

认知功能康复是脑卒中后认知功能损害患者主要的康复手段,可有效改善认知功能,预防进一步的认知损害,促进认知康复。目前临床上采用的认知康复手段主要包括传统认知康复、颅脑电刺激和计算机辅助认知康复等。
本文Meta分析结果显示,计算机辅助认知康复联合常规康复对脑卒中认知损害患者有效。本研究纳入文献中使用的计算机辅助认知康复系统均为神经康复训练而编制,并非单一普通的益智电子游戏,是基于人机互动上的一种康复方式,是较为完善和系统的、适用于不同人群,可以根据老年人个体情况进行训练难度的调整,适合老年人进行实时在线的个性化认知训练。因此本研究所纳入的患者,认知功能得分差异较大,均有改善作用。标准化的训练程序、快速给予训练反馈、训练界面有吸引力、可提供多领域认知训练项目等,能提高老年人对训练的兴趣和依从性,带来更好的训练效果。个性化难度调整能够持续挑战老年人的认知能力,增加训练效果。脑卒中认知损害是脑卒中常见的并发症,认知损害不是单一的损害,而是多个认知领域的下降包括记忆、执行功能、注意力等等,计算机认知康复训练可提供包括这些认知领域的多领域认知训练项目,带来更好的训练效果,有利于总体认知功能的提高。

3.3 MMSE和MoCA对脑卒中认知功能损害患者的总体认知功能干预效果效应值不同

MMSE和MoCA是临床上最常用的神经心理量表。MMSE仍是临床上最常用的认知评定量表之一,一方面因为它面世的时间比较早,另一方面它操作简单、方便、省时。MMSE测试难度相对较低,临床用于遴选认知功能受损较严重的患者时可操作性和患者的接受度都比较好。但是由于它的测试项目涵盖的认知范畴内容相对不够全面,测试项目难度也相对较低,对轻度认知障碍及受教育水平较高的人不敏感,容易产生天花板效应,所以不能很好地反映功能进展情况,这与此次调查的结果是一致的。MoCA认知范畴的增加使受损的认知亚项(如执行功能、注意力等)具体化,有助于针对性进行进一步的量表评定,从而指导临床方案的制定。由于它既添设了执行功能测试,又增加了延迟回忆的难度,所以更有利于轻度认知障碍的筛查。本研究未将脑卒中后认知功能障碍分类,因此为了更全面地评估计算机辅助认知康复训练对脑卒中认知功能损害患者的干预效果,本研究同时使用了两种评估量表。由表1可以看出受试者MMSE的得分普遍高于MoCA得分且差异较大,这可能限制了MMSE的提升空间,进而弱化了MMSE的效应值。今后的研究中在条件允许、原始研究进一步增多的情况下建议将脑卒中后认知功能障碍进行轻重程度的分类,分别探讨计算机辅助认知康复训练对不同程度认知功能障碍患者的干预效果。

3.4 计算机认知康复训练在我国脑卒中后认知损害老年人出院后的可行性讨论

由于研究人群多集中在医院,但脑卒中后患者经过一段时间治疗后会回归家庭,因此在家庭和社区中能否继续进行计算机认知康复训练也是影响后续效果的一个重要因素。与其他认知训练方式不同,计算机认知康复训练需以电子设备和网络为载体实现人机互动。电子设备包括计算机、手机、平板电脑或ipad等。互联网上网人数10.67亿人,其中手机上网人数10.65亿人。互联网普及率为75.6%,其中农村地区互联网普及率为61.9%[16]。60岁以上高龄群体使用互联网的占比由2016年底的4.0%提升到5.2%,互联网继续向高龄人群渗透[17]。这为脑卒中患者出院后使用互联网的电子设备进行计算机认知康复训练提供了一定的基础。另一方面,本研究纳入文献中使用的计算机辅助认知康复训练系统大多由国内研究者开发,或在国外系统的基础上进行本土化,安装方便,只需要一个网址和一个帐号密码即可登录,登录后按照自身需求按时续费即可。因此,患者出院后在社区、养老院或家庭中可继续使用,实现认知功能的可持续改善。
本研究存在一定局限性,由于其他认知领域研究数量较少和结局指标差异性大的原因,本研究只探索了计算机辅助认知训练对总体认知功能的康复效果。

4 小结

综上所述,当前证据表明,4周及以上计算机辅助认知康复在改善脑卒中认知损害患者的总体认知功能方面有明显优势,临床上可根据自身条件制定4周及以上的计算机辅助认知康复方案。计算机辅助认知康复方案训练内容结合认知理论、日常生活,训练内容由易到难,循序渐进,可根据患者的认知表现进行改变训练难度,因此在实际应用时要将患者按照疾病的严重程度和认知障碍领域进行分类,有针对性地进行训练,这样可得到更明确的训练效果。另外,认知功能的提高并不是最终目的,最终目的是促进病人回归家庭和社会,减轻家庭和社会照护负担,因此今后的研究中应考虑将日常生活能力、情绪和照护者负担纳入最终的结局指标,进一步探索计算机辅助认知康复训练对脑卒中后认知损害患者的干预效果。

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The aim of this study was to identify the clinical efficacy of acupuncture in combination with RehaCom cognitive training in poststroke patients with cognitive dysfunction.This study was a 2 × 2 factorial design randomized controlled trial comparing acupuncture, computer-assisted cognitive rehabilitation, and the usual treatment by per-protocol analysis. The trial was completed by 204 stroke patients, including 49 patients in a control group, 52 patients in an acupuncture treatment group, 51 patients in a RehaCom training group, and 52 patients in an acupuncture combined with RehaCom group. All of the patients accepted basic treatment and health education. The interventions continued for 12 weeks (30 minutes per day, 5 days per week). The relative cognitive and functional outcomes were measured at baseline and 12 weeks (at the end of intervention) using the Mini-Mental State Examination (MMSE), Montreal Cognitive Assessment (MoCA), and Functional Independence Measure (FIM) scales.After 12 weeks of treatment, the functional statuses of the patients in each of the 4 groups showed varying degrees of improvement. Multiple comparisons of the changes in the MMSE, MoCA, and FIM scores indicated that acupuncture combined with RehaCom cognitive training (ACR) had enhanced therapeutic effects on the functional statuses of the stroke patients (P < .05). In addition, ACR had similar therapeutic effects on the functional statuses of the stroke patients according to each of the assessment scales applied (P△ MMSE = 0.399, P△MoCA = 0.794, P△FIM = 0.862). The interaction effect values between acupuncture and RehaCom training (acceptance or nonacceptance) were as follows: △MMSE: F = 6.251, P = .013; △MoCA: F = 4.991, P = .027; and △FIM: F = 6.317, P = .013. Further, the main effect values for acupuncture and RehaCom training were both significant (P < .05).There is an interaction effect in the treatment of stroke patients using ACR. The use of acupuncture in combination with RehaCom training has better therapeutic effects on the functional statuses of poststroke patients than the use of either treatment alone, demonstrating the clinical significance of this combination therapy.Copyright © 2016 AMDA – The Society for Post-Acute and Long-Term Care Medicine. Published by Elsevier Inc. All rights reserved.
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