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一种基于智能手机的新型多发性硬化症认知筛查组合测试(icognition):验证研究

A New Smartphone-Based Cognitive Screening Battery for Multiple Sclerosis (icognition): Validation Study.

作者信息

Denissen Stijn, Van Laethem Delphine, Baijot Johan, Costers Lars, Descamps Annabel, Van Remoortel Ann, Van Merhaegen-Wieleman Annick, D'hooghe Marie, D'Haeseleer Miguel, Smeets Dirk, Sima Diana M, Van Schependom Jeroen, Nagels Guy

机构信息

AIMS Lab, Center for Neurosciences, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels, Belgium.

icometrix, Leuven, Belgium.

出版信息

J Med Internet Res. 2025 Jan 20;27:e53503. doi: 10.2196/53503.

Abstract

BACKGROUND

Cognitive deterioration is common in multiple sclerosis (MS) and requires regular follow-up. Currently, cognitive status is measured in clinical practice using paper-and-pencil tests, which are both time-consuming and costly. Remote monitoring of cognitive status could offer a solution because previous studies on telemedicine tools have proved its feasibility and acceptance among people with MS. However, existing smartphone-based apps include designs that are prone to motor interference and focus primarily on information processing speed, although memory is also commonly affected.

OBJECTIVE

This study aims to validate a smartphone-based cognitive screening battery, icognition, to detect deterioration in both memory and information processing speed.

METHODS

The icognition screening battery consists of 3 tests: the Symbol Test for information processing speed, the Dot Test for visuospatial short-term memory and learning, and the visual Backward Digit Span (vBDS) for working memory. These tests are based on validated paper-and-pencil tests: the Symbol Digit Modalities Test, the 10/36 Spatial Recall Test, and the auditory Backward Digit Span, respectively. To establish the validity of icognition, 101 people with MS and 82 healthy participants completed all tests. Of the 82 healthy participants, 20 (24%) repeated testing 2 to 3 weeks later. For each icognition test, validity was established by the correlation with its paper-and-pencil equivalent (concurrent validity), the correlation and intraclass correlation coefficient (ICC) between baseline and follow-up testing (test-retest reliability), the difference between people with MS and healthy participants, and the correlation with other clinical parameters such as the Expanded Disability Status Scale.

RESULTS

All icognition tests correlated well with their paper-and-pencil equivalents (Symbol Test: r=0.67; P<.001; Dot Test: r=0.31; P=.002; vBDS: r=0.69; P<.001), negatively correlated with the Expanded Disability Status Scale (Symbol Test: ρ=-0.34; P<.001; Dot Test: ρ=-0.32; P=.003; vBDS: ρ=-0.21; P=.04), and showed moderate test-retest reliability (Symbol Test: ICC=0.74; r=0.85; P<.001; Dot Test: ICC=0.71; r=0.74; P<.001; vBDS: ICC=0.72; r=0.83; P<.001). Test performance was comparable between people with MS and healthy participants for all cognitive tests, both in icognition (Symbol Test: U=4431; P=.42; Dot Test: U=3516; P=.32; vBDS: U=3708; P=.27) and the gold standard paper-and-pencil tests (Symbol Digit Modalities Test: U=4060.5, P=.82; 10/36 Spatial Recall Test: U=3934; P=.74; auditory Backward Digit Span: U=3824.5, P=.37).

CONCLUSIONS

icognition is a valid tool to remotely screen cognitive performance in people with MS. It is planned to be included in a digital health platform that includes volumetric brain analysis and patient-reported outcome measures. Future research should establish the usability and psychometric properties of icognition in a remote setting.

摘要

背景

认知功能衰退在多发性硬化症(MS)中很常见,需要定期随访。目前,临床实践中使用纸笔测试来测量认知状态,这既耗时又昂贵。远程监测认知状态可能提供一种解决方案,因为先前关于远程医疗工具的研究已证明其在MS患者中的可行性和可接受性。然而,现有的基于智能手机的应用程序设计容易受到运动干扰,并且主要关注信息处理速度,尽管记忆也通常受到影响。

目的

本研究旨在验证一种基于智能手机的认知筛查组合测试icognition,以检测记忆和信息处理速度的衰退。

方法

icognition筛查组合测试由3项测试组成:用于信息处理速度的符号测试、用于视觉空间短期记忆和学习的点测试以及用于工作记忆的视觉倒背数字广度(vBDS)测试。这些测试分别基于经过验证的纸笔测试:符号数字模态测试、10/36空间回忆测试和听觉倒背数字广度测试。为了确定icognition的有效性,101名MS患者和82名健康参与者完成了所有测试。在82名健康参与者中,20名(24%)在2至3周后重复测试。对于每项icognition测试,通过与其纸笔等效测试的相关性(同时效度)、基线测试与随访测试之间的相关性和组内相关系数(ICC)(重测信度)、MS患者与健康参与者之间的差异以及与其他临床参数(如扩展残疾状态量表)的相关性来确定有效性。

结果

所有icognition测试与其纸笔等效测试相关性良好(符号测试:r = 0.67;P <.001;点测试:r = 0.31;P =.002;vBDS:r = 0.69;P <.001),与扩展残疾状态量表呈负相关(符号测试:ρ = -0.34;P <.001;点测试:ρ = -0.32;P =.003;vBDS:ρ = -0.21;P =.04),并显示出中等的重测信度(符号测试:ICC = 0.74;r = 0.85;P <.001;点测试:ICC = 0.71;r = 0.74;P <.001;vBDS:ICC = 0.72;r = 0.83;P <.001)。在所有认知测试中,MS患者和健康参与者在icognition(符号测试:U = 4431;P =.42;点测试:U = 3516;P =.32;vBDS:U = 3708;P =.27)和金标准纸笔测试(符号数字模态测试:U = 4060.5,P =.82;10/36空间回忆测试:U = 3934;P =.74;听觉倒背数字广度:U = 3824.5,P =.37)中的测试表现相当。

结论

icognition是一种用于远程筛查MS患者认知表现的有效工具。计划将其纳入一个数字健康平台,该平台包括脑容量分析和患者报告的结局指标。未来的研究应确定icognition在远程环境中的可用性和心理测量特性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9fa/11791456/0b49acf815f4/jmir_v27i1e53503_fig1.jpg

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