Journal of NeuroscienceNeurosciencePeer-reviewed journal article
Anterior Cingulate Cortex Signals the Need to Control Intrusive Thoughts During Motivated Forgetting
Maité Crespo‐GarcíaiD, Yulin WangiD, Mojun Jiang, Michael C. AndersoniD, Xu LeiiD
Abstract
How do people limit awareness of unwanted memories? Evidence suggests that when unwelcome memories intrude, a retrieval stopping process engages the right dorsolateral prefrontal cortex (rDLPFC; Anderson et al., 2004) to inhibit hippocampal activity (Benoit and Anderson, 2012; Benoit et al., 2015; Gagnepain et al., 2017) and disrupt retrieval. It remains unknown how and when the need to engage prefrontal control is detected, and whether control operates proactively to prevent an unwelcome memory from being retrieved, or must respond reactively, to counteract its intrusion. We hypothesized that dorsal anterior cingulate cortex (dACC) achieves this function by detecting signals indicating that an unwanted trace is emerging in awareness, and transmitting the need for inhibitory control to right DLPFC (Alexander and Brown, 2011; Botvinick et al., 2001). During a memory suppression task, we measured trial-by-trial variations in dACCs theta power and N2 amplitude, two electroencephalographic (EEG) markers of the need for enhanced control (Cavanagh and Frank, 2014). With simultaneous EEG-fMRI recordings, we tracked dynamic interactions between the dACC, rDLPFC and hippocampus during suppression. EEG analyses revealed a clear role of dACC in detecting the need for memory control, and in upregulating prefrontal inhibition. Importantly, we identified dACC contributions before episodic retrieval could have occurred (500 ms) and afterwards, indicating distinct proactive and reactive control signalling. Stronger proactive control by the dACC led to reduced hippocampal activity and diminished overall blood-oxygen-level-dependent (BOLD) signal in dACC and rDLPFC, suggesting that pre-empting retrieval early reduced overall control demands. However, when dACC activity followed the likely onset of recollection, retrieval was cancelled reactively: effective connectivity analyses revealed robust communication from dACC to rDLPFC and from rDLPFC to hippocampus, tied to successful forgetting. Together, our findings support a model in which dACC detects the emergence of unwanted content, triggering top-down inhibitory control, and in which rDLPFC countermands intruding thoughts that penetrate awareness.
- organism: human
- assay: electronic health records
- research focus: cell type annotation
- approach: statistical model
- Citations
- 52
- FWCI
- 5.03
- Field percentile
- top 3%
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
- Macaque anterior cingulate cortex deactivation impairs performance and alters lateral prefrontal oscillatory activities in a rule-switching task
Liya Ma, Jason L. Chan, … Stefan Everling·PLoS BiologyPeer-reviewed·Jul 11, 2019
- Dopamine modulates adaptive forgetting in medial prefrontal cortex
F. T. Gallo, M. B. Zanoni-Saad, … P. Bekinschtein·bioRxiv·Apr 8, 2021
- Meta-Reinforcement Learning reconciles surprise, value and control in the anterior cingulate cortex.
Tim Vriens, Eliana Vassena, … Massimo Silvetti·PLoS Computational BiologyPeer-reviewed·Apr 22, 2025
- Hindering memory suppression by perturbing the right dorsolateral prefrontal cortex
Davide Francesco Stramaccia, Frederik Bergmann, … Roland Georg Benoit·Journal of Cognitive NeurosciencePeer-reviewed·Aug 14, 2025
- Stimulating the medial prefrontal cortex disrupts inhibitory control over memory by modulating frontal and parietal brain regions
Ahsan Khan, Chun Hang Eden Ti, … Raymond Kai‐Yu Tong·bioRxiv·Jan 30, 2024
- Observing the suppression of individual aversive memories from conscious awareness
Xuanyi Lin, Danni Chen, … Xiaoqing Hu·Cerebral CortexPeer-reviewed·Feb 19, 2024