Movement Control and Neuroplasticity Research Group, Department of Movement Sciences, Group Biomedical Sciences, KU Leuven, Leuven, Belgium.
Leuven Brain Institute (LBI), KU Leuven, Leuven, Belgium.
Sci Rep. 2024 Feb 8;14(1):3251. doi: 10.1038/s41598-024-53901-8.
We aimed to investigate transfer of learning, whereby previously acquired skills impact new task learning. While it has been debated whether such transfer may yield positive, negative, or no effects on performance, very little is known about the underlying neural mechanisms, especially concerning the role of inhibitory (GABA) and excitatory (Glu) (measured as Glu + glutamine (Glx)) neurometabolites, as measured by magnetic resonance spectroscopy (MRS). Participants practiced a bimanual coordination task across four days. The Experimental group trained a task variant with the right hand moving faster than the left (Task A) for three days and then switched to the opposite variant (Task B) on Day4. The control group trained Task B across four days. MRS data were collected before, during, and after task performance on Day4 in the somatosensory (S1) and visual (MT/V5) cortex. Results showed that both groups improved performance consistently across three days. On Day4, the Experimental group experienced performance decline due to negative task transfer while the control group continuously improved. GABA and Glx concentrations obtained during task performance showed no significant group-level changes. However, individual Glx levels during task performance correlated with better (less negative) transfer performance. These findings provide a first window into the neurochemical mechanisms underlying task transfer.
我们旨在研究学习迁移,即先前获得的技能如何影响新任务的学习。虽然关于这种迁移是否会对表现产生积极、消极或无影响存在争议,但关于潜在的神经机制,特别是关于抑制性(GABA)和兴奋性(Glu)(以磁共振波谱(MRS)测量为 Glu+谷氨酸盐(Glx))神经代谢物的作用,人们知之甚少。参与者在四天内练习了一项双手协调任务。实验组在前三天训练一种右手比左手移动更快的任务变体(任务 A),然后在第四天切换到相反的变体(任务 B)。对照组在四天内训练任务 B。在第四天的任务执行前后,在躯体感觉(S1)和视觉(MT/V5)皮层中采集了 MRS 数据。结果表明,两组在三天内的表现都持续提高。在第四天,实验组由于负向任务迁移而经历了表现下降,而对照组则持续提高。在任务执行过程中获得的 GABA 和 Glx 浓度没有显示出显著的组间变化。然而,在任务执行过程中个体 Glx 水平与更好(负向更小)的迁移表现相关。这些发现为任务迁移的神经化学机制提供了第一个窗口。