Abstract
Work in animal and human neuroscience has identified neural regions forming a network involved in the production of motivated, goal-directed behaviour. In particular, the nucleus accumbens and anterior cingulate cortex are recognized as key network nodes underlying decisions of whether to exert effort for reward, to drive behaviour. Previous work has convincingly shown that this cognitive mechanism, known as effort-based decision making, is altered in people with Parkinson’s disease with a syndrome of reduced goal-directed behaviour—apathy. Building on this work, we investigated whether the neural regions implementing effort-based decision-making were associated with apathy in Parkinson’s disease, and more importantly, whether changes to these regions were evident prior to apathy development.
We performed a large, multimodal neuroimaging analysis in a cohort of people with Parkinson’s disease (
n
= 199
)
with and without apathy at baseline. All participants had ∼2-year follow-up apathy scores, enabling examination of brain structure and function specifically in those with normal motivation who converted to apathy by ∼2-year follow-up. In addition, of the people with normal motivation, a subset (
n
= 56) had follow-up neuroimaging data, allowing for examination of the ‘rate of change’ in key nodes over time in those who did, and did not, convert to apathy. Healthy control (
n
= 54) data were also included to aid interpretation of findings.
Functional connectivity between the nucleus accumbens and dorsal anterior cingulate cortex was higher in people with normal motivation who later converted to apathy compared to those who did not, whereas no structural differences were evident between these groups. In contrast, grey matter volume in these regions was reduced in the group with existing apathy. Furthermore, of those with normal motivation who had undergone longitudinal neuroimaging, converters to apathy showed a higher rate of change in grey matter volume within the nucleus accumbens.
Overall, we show that changes in functional connectivity between nucleus accumbens and anterior cingulate cortex precedes apathy in people with Parkinson’s disease, with conversion to apathy associated with higher rate of grey matter volume loss in nucleus accumbens, despite no baseline differences. These findings significantly add to an accumulating body of transdiagnostic evidence that apathy arises from disruption to key nodes within a network in which normal goal-directed behaviour is instantiated, and raise the possibility of identifying those at risk for developing apathy before overt motivational deficits have arisen.
Morris
et al.
show that apathy in Parkinson’s disease is preceded by functional connectivity changes and accompanied by structural changes in neural regions underpinning motivated behaviour—specifically the nucleus accumbens and anterior cingulate cortex—demonstrating a plausible causal pathway to loss of motivation.
See Mosley and Robinson (
https://doi.org/10.1093/brain/awad180
) for a scientific commentary on this article.