Abstract

Voluntary actions require the concurrent engagement and coordinated control of complex temporal (e.g., rhythm) and ordinal motor processes. Using high-resolution functional magnetic resonance imaging (fMRI) and multi-voxel pattern analysis (MVPA), we sought to determine the degree to which these complex motor processes are dissociable in basal ganglia and cortical networks. We employed three different finger-tapping tasks that differed in the demand on the sequential temporal rhythm or sequential ordering of submovements. Our results demonstrate that sequential rhythm and sequential order tasks were partially dissociable based on activation differences. The sequential rhythm task activated a widespread network centered around the supplementary motor area (SMA) and basal-ganglia regions including the dorsomedial putamen and caudate nucleus, while the sequential order task preferentially activated a fronto-parietal network. There was also extensive overlap between sequential rhythm and sequential order tasks, with both tasks commonly activating bilateral premotor, supplementary motor, and superior/inferior parietal cortical regions, as well as regions of the caudate/putamen of the basal ganglia and the ventro-lateral thalamus. Importantly, within the cortical regions that were active for both complex movements, MVPA could accurately classify different patterns of activation for the sequential rhythm and sequential order tasks. In the basal ganglia, however, overlapping activation for the sequential rhythm and sequential order tasks, which was found in classic motor circuits of the putamen and ventro-lateral thalamus, could not be accurately differentiated by MVPA. Overall, our results highlight the convergent architecture of the motor system, where complex motor information that is spatially distributed in the cortex converges into a more compact representation in the basal ganglia.

Highlights

  • In order to perform skilled actions, such as playing a musical instrument, individual movements must be precise in their execution and timing

  • multi-voxel pattern analysis (MVPA) Results As highlighted above, conjunction null analysis revealed an extensive cortical and subcortical network that was commonly activated by sequential rhythm and sequential order (Figure 3)

  • Searchlight decoding analysis in commonly active voxels conducted at the whole-brain level (Figure 3, lower panel) and in commonly active voxels within the basal ganglia and thalamus did not find any portions of the basal ganglia or thalamus that could accurately differentiate sequential rhythm and sequential order

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Summary

Introduction

In order to perform skilled actions, such as playing a musical instrument, individual movements must be precise in their execution and timing. The brain must determine both the sequential order and individual timing of each movement, requiring neural processes for temporal and ordinal aspects of complex movement to be highly integrated. Representation of rhythm and order processes in the production of fine motor skills, the nature of how temporal and ordinal movement information is represented in the brain has been long debated. It may be that temporal or rhythmic features of skilled movements are represented independently, or in an integrated fashion with the ordinal features (Conditt and Mussa-Ivaldi, 1999; Shin and Ivry, 2002; Ullén, 2007; O’Reilly et al, 2008; Ali et al, 2013; Kornysheva et al, 2013; Kornysheva and Diedrichsen, 2014). According to Kornysheva et al (2013), independently represented temporal and ordinal information is integrated in a multiplicative fashion when new action sequences are acquired. Performance advantages associated with the initial temporal structure can only occur once the new ordinal representation has been formed

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