Broadening the scope: Multiple functional connectivity networks underlying threat and safety signaling
Cody A. CushingiD, Yujia PengiD, Zachary G. AndersoniD, Katherine Seaton YoungiD, Susan Y. BookheimeriD, Richard E. ZinbargiD, Robin NusslockiD, Michelle Genevieve CraskeiD
Abstract
IntroductionThreat learning and extinction processes are thought to be foundational to anxiety and fear-related disorders. However, the study of these processes in the human brain has largely focused on a priori regions of interest, owing partly to the ease of translating between these regions in human and non-human animals. Moving beyond analyzing focal regions of interest to whole-brain dynamics during threat learning is essential for understanding the neuropathology of fear-related disorders in humans. Methods223 participants completed a 2-day Pavlovian threat conditioning paradigm while undergoing fMRI. Participants completed threat acquisition and extinction. Extinction recall was assessed 48 hours later. Using a data-driven group independent component analysis (ICA), we examined large-scale functional connectivity networks during each phase of threat conditioning. Connectivity networks were tested to see how they responded to conditional stimuli during early and late phases of threat acquisition and extinction and during early trials of extinction recall. ResultsA network overlapping with the default mode network involving hippocampus, vmPFC, and posterior cingulate was implicated in threat acquisition and extinction. Another network overlapping with the salience network involving dACC, mPFC, and inferior frontal gyrus was implicated in threat acquisition and extinction recall. Other networks overlapping with parts of the salience, somatomotor, visual, and fronto-parietal networks were involved in the acquisition or extinction of learned threat responses. ConclusionsThese findings help confirm previous investigations of specific brain regions in a model-free fashion and introduce new findings of spatially independent networks during threat and safety learning. Rather than being a single process in a core network of regions, threat learning involves multiple brain networks operating in parallel coordinating different functions at different timescales. Understanding the nature and interplay of these dynamics will be critical for comprehensive understanding of the multiple processes that may be at play in the neuropathology of anxiety and fear-related disorders.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 1
- Organism
- 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
- Distinct and overlapping correlates of fear acquisition and extinction across different neuroimaging modalities
Arslan Gabdulkhakov, Christoph Fraenz, … Erhan Genç·bioRxiv·Aug 27, 2026
- Fear learning sculpts functional brain connectivity at rest beyond the traditional fear network in humans
Christoph Fraenz, Dorothea Metzen, … Erhan Genç·Behavioural Brain ResearchPeer-reviewed·Aug 6, 2025
- BOLD signals of learning dynamics across and within trials beyond the classical fear and extinction network
Arslan Gabdulkhakov, Christian J. Merz, … Erhan Genç·bioRxiv·May 19, 2026
- Multi-modal brain properties are associated with interindividual differences in fear acquisition and extinction
Christoph Fraenz, Dorothea Metzen, … Erhan Genç·bioRxiv·Apr 5, 2025
- Intersubject brain network organization during dynamic anxious anticipation
Mahshid Najafi, Joshua Kinnison, Luiz Pessoa·Frontiers in Human NeurosciencePeer-reviewed·Nov 21, 2017
- Predicting individual differences of fear and cognitive learning and extinction
Carlos Alexandre Gomes, Dominik R. Bach, … Nikolai Axmacher·Nature CommunicationsPeer-reviewed·Apr 23, 2026