Neural correlates of home-based intervention effects on value-based sequential decision-making in healthy older adults

IF 1.7 Q3 CLINICAL NEUROLOGY Aging brain Pub Date : 2024-01-01 DOI:10.1016/j.nbas.2024.100109
Kathleen Kang , Daria Antonenko , Franka Glöckner , Agnes Flöel , Shu-Chen Li
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Abstract

Older adults demonstrate difficulties in sequential decision-making, which is partly attributed to under-recruitment of prefrontal networks. It is, therefore, important to understand the mechanisms that may improve this ability. This study investigated the effectiveness of an 18-sessions, home-based cognitive intervention and the neural mechanisms that underpin individual differences in intervention effects. Participants were required to learn sequential choices in a 3-stage Markov decision-making task that would yield the most rewards. Participants were assigned to better or worse responders group based on their performance at the last intervention session (T18). Better responders improved significantly starting from the fifth intervention session while worse responders did not improve across all training sessions. At post-intervention, only better responders showed condition-dependent modulation of the dorsolateral prefrontal cortex (DLPFC) as measured by fNIRS, with higher DLPFC activity in the delayed condition. Despite large individual differences, our data showed that value-based sequential-decision-making and its corresponding neural mechanisms can be remediated via home-based cognitive intervention in some older adults; moreover, individual differences in recruiting prefrontal activities after the intervention are associated with variations in intervention outcomes. Intervention-related gains were also maintained at three months after post-intervention. However, future studies should investigate the potential of combining other intervention methods such as non-invasive brain stimulation with cognitive intervention for older adults who do not respond to the intervention, thus emphasizing the importance of developing individualized intervention programs for older adults.

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家庭干预对健康老年人基于价值的顺序决策影响的神经相关性
老年人在顺序决策方面表现出困难,部分原因是前额叶网络招募不足。因此,了解提高这种能力的机制非常重要。本研究调查了一项为期 18 个疗程、基于家庭的认知干预的有效性,以及导致干预效果个体差异的神经机制。参与者需要在一个三阶段马尔可夫决策任务中学习如何做出能获得最多奖励的顺序选择。根据参与者在最后一个干预环节(T18)的表现,将他们分配到反应较好或反应较差组。从第五次干预课程开始,反应较好的学员的成绩有了明显提高,而反应较差的学员在所有培训课程中的成绩都没有提高。在干预后,根据 fNIRS 测量,只有反应较好者的背外侧前额叶皮层(DLPFC)表现出与条件相关的调节,延迟条件下的 DLPFC 活性较高。尽管个体差异很大,但我们的数据表明,基于价值的顺序决策及其相应的神经机制可以通过基于家庭的认知干预对一些老年人进行补救;此外,干预后前额叶活动的个体差异与干预结果的变化有关。干预后三个月,与干预相关的收益也得以保持。不过,未来的研究应探讨将其他干预方法(如无创脑刺激)与认知干预相结合的可能性,以帮助那些对干预没有反应的老年人,从而强调为老年人制定个性化干预方案的重要性。
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Aging brain
Aging brain Neuroscience (General), Geriatrics and Gerontology
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