Local and distributed cortical markers of effort expenditure during sustained goal pursuit
Abstract
The adaptive adjustment of behavior in pursuit of desired goals is critical for survival. To accomplish this complex feat, individuals must weigh the potential benefits of a given course of action against time, energy, and resource costs. Prior research in this domain has greatly advanced understanding of the cortico-striatal circuits that support the anticipation and receipt of desired outcomes, characterizing core aspects of subjective valuation at discrete points in time. However, motivated goal pursuit is not a static or cost neutral process and the brain mechanisms that underlie individual differences in the dynamic updating of effort expenditure across time remain unclear. Here, 38 healthy right-handed participants underwent functional MRI (fMRI) while completing a novel paradigm to examine their willingness to exert physical effort over a prolonged trial, either to obtain monetary rewards or avoid punishments. During sustained goal pursuit, medial prefrontal cortex (mPFC) response scaled with trial-to-trial differences in effort expenditure as a function of both monetary condition and eventual task earnings. Multivariate pattern analysis (MVPA) searchlights were used to examine relations linking prior trial-level effort expenditure to subsequent brain responses to feedback. At reward feedback, whole-brain searchlights identified signals reflecting past effort expenditure in dorsal and ventral mPFC, encompassing broad swaths of frontoparietal and dorsal attention networks. These results suggest a core role for mPFC in scaling effort expenditure during sustained goal pursuit, with the subsequent tracking of effort costs following successful goal attainment extending to incorporate distributed brain networks that support executive functioning and externally oriented attention. Significance StatementHistorically, much of the research on subjective valuation has focused on discrete points in time. Here, we examine brain responses associated with willingness to exert physical effort during the sustained pursuit of desired goals. Our analyses reveal a distributed pattern of brain activity encompassing aspects of ventral mPFC that tracks with trial-level variability in effort expenditure. Indicating that the brain represents echoes of effort at the point of feedback, searchlight analyses revealed signals associated with past effort expenditure in broad swaths of dorsal and medial PFC. These data have important implications for the study of how the brains valuation mechanisms contend with the complexity of real-world dynamic environments with relevance for the study of behavior across health and disease.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 4
- FWCI
- 0.26
- Field percentile
- 50th percentile
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Dissociable Roles of Ventromedial Prefrontal Cortex and Anterior Cingulate in Subjective Valuation of Prospective Effort
Patrick S. Hogan, Joseph K. Galaro, Vikram S. Chib·bioRxiv·Sep 13, 2017
- The neural basis of effort valuation: A meta-analysis of functional magnetic resonance imaging studies
Paula Lopez-Gamundi, Yuan‐Wei Yao, … Josep Marco‐Pallarés·Neuroscience & Biobehavioral ReviewsPeer-reviewed·Oct 25, 2021
- Neural correlates of effort-based valuation with prospective choices
Nadav Aridan, Nicholas J. Malecek, … Tom Schönberg·NeuroImagePeer-reviewed·Oct 20, 2018
- Value, confidence, deliberation: a functional partition of the medial prefrontal cortex demonstrated across rating and choice tasks
Nicolas Clairis, Mathias Pessiglione·Journal of NeurosciencePeer-reviewed·Jun 2, 2022
- Neural substrates underlying the expectation of rewards resulting from effortful exertion
Aram Kim, Vikram S. Chib·bioRxiv·Feb 1, 2024
- Trying harder: how cognitive effort sculpts neural representations during working memory
Sarah L. Master, Shanshan Li, Clayton E. Curtis·Journal of NeurosciencePeer-reviewed·May 20, 2024