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Updated: Jan 12, 2026

Correlating Behavioral Responses to fMRI Signals from Human Prefrontal Cortex: Examining Cognitive Processes Using Task Analysis
Published on: June 20, 2012
Prefrontal inhibitory mechanisms associated with Putamen activity during valence learning revealed by multimodal
Tal Finkelman1,2, Edna Furman-Haran3, Kristoffer C Aberg1
1Department of Brain Sciences, Weizmann Institute of Science, Rehovot, Israel.
Abstract:
Learning from appetitive and aversive stimuli involves interactions between the prefrontal cortex and subcortical structures. Preclinical and theoretical studies indicate that gamma-aminobutyric acid (GABA) is essential in regulating the relevant neural circuitry. Here, we demonstrate that GABA, the main inhibitory neurotransmitter in the central nervous system, differentially affects how the dorsal anterior cingulate cortex (dACC) interacts with subcortical structures during appetitive and aversive reinforcement learning (RL) in humans. In a large cohort of healthy adults, we combined 7 T magnetic resonance spectroscopy (MRS) with whole-brain functional magnetic resonance imaging (fMRI) while they performed matched appetitive and aversive RL tasks. During appetitive RL, higher baseline GABA concentrations in the dACC were linked to superior learning performance, and greater GABA concentrations change during the task were associated with weaker blood-oxygen-level-dependent (BOLD) responses in the dACC and the putamen. None of these associations occurred during aversive RL, suggesting that dACC GABA selectively shapes cortico-striatal dynamics for appetitive RL, implicating distinct neurochemical mechanisms for appetitive versus aversive reinforcement in humans.
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