Native learning ability and not age determines the effects of brain stimulation.

IF 3.6 1区 心理学 Q1 EDUCATION & EDUCATIONAL RESEARCH npj Science of Learning Pub Date : 2024-11-27 DOI:10.1038/s41539-024-00278-y
Pablo Maceira-Elvira, Traian Popa, Anne-Christine Schmid, Andéol Cadic-Melchior, Henning Müller, Roger Schaer, Leonardo G Cohen, Friedhelm C Hummel
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Abstract

Healthy aging often entails a decline in cognitive and motor functions, affecting independence and quality of life in older adults. Brain stimulation shows potential to enhance these functions, but studies show variable effects. Previous studies have tried to identify responders and non-responders through correlations between behavioral change and baseline parameters, but results lack generalization to independent cohorts. We propose a method to predict an individual's likelihood of benefiting from stimulation, based on baseline performance of a sequential motor task. Our results show that individuals with less efficient learning mechanisms benefit from stimulation, while those with optimal learning strategies experience none or even detrimental effects. This differential effect, first identified in a public dataset and replicated here in an independent cohort, was linked to one's ability to integrate task-relevant information and not age. This study constitutes a further step towards personalized clinical-translational interventions based on brain stimulation.

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决定大脑刺激效果的是本土学习能力,而不是年龄。
健康老龄化通常会导致认知和运动功能下降,影响老年人的独立性和生活质量。脑刺激具有增强这些功能的潜力,但研究显示效果不一。以前的研究试图通过行为变化和基线参数之间的相关性来识别响应者和非响应者,但结果缺乏对独立队列的普遍性。我们提出了一种方法,根据连续运动任务的基线表现来预测个体从刺激中获益的可能性。我们的研究结果表明,学习机制效率较低的个体可从刺激中获益,而学习策略最优的个体则不会从刺激中获益,甚至会受到不利影响。这种差异效应首次在一个公共数据集中被发现,并在这里的一个独立队列中得到了复制,它与一个人整合任务相关信息的能力有关,而与年龄无关。这项研究为基于脑刺激的个性化临床转化干预迈出了新的一步。
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来源期刊
CiteScore
5.40
自引率
7.10%
发文量
29
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