Maceira-Elvira Pablo, Popa Traian, Schmid Anne-Christine, Cadic-Melchior Andéol, Müller Henning, Schaer Roger, Cohen Leonardo G, Hummel Friedhelm C
Defitech Chair for Clinical Neuroengineering, Neuro-X Institute (INX), École Polytechnique Fédérale de Lausanne (EPFL), Geneva, Switzerland.
Defitech Chair for Clinical Neuroengineering, Neuro-X Institute (INX), EPFL Valais, Clinique Romande de Réadaptation, Sion, Switzerland.
NPJ Sci Learn. 2024 Nov 27;9(1):69. doi: 10.1038/s41539-024-00278-y.
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.
健康老龄化往往伴随着认知和运动功能的衰退,影响老年人的独立性和生活质量。脑刺激显示出增强这些功能的潜力,但研究表明其效果存在差异。先前的研究试图通过行为变化与基线参数之间的相关性来识别反应者和无反应者,但结果缺乏对独立队列的普遍性。我们提出了一种基于连续运动任务的基线表现来预测个体从刺激中获益可能性的方法。我们的结果表明,学习机制效率较低的个体从刺激中受益,而那些具有最佳学习策略的个体则没有受益甚至产生有害影响。这种差异效应首先在一个公共数据集中被发现,并在一个独立队列中得到复制,它与个体整合任务相关信息的能力有关,而与年龄无关。这项研究朝着基于脑刺激的个性化临床转化干预又迈进了一步。