Representational similarity analysis offers a preview of the noradrenergic modulation of long-term fear memory at the time of encoding
Abstract
Neuroimaging research on emotional memory has greatly advanced our understanding of the pathogenesis of anxiety disorders. While the behavioral expression of fear at the time of encoding does not predict whether an aversive experience will evolve into long-term fear memory, the application of multi-voxel pattern analysis (MVPA) for the analysis of BOLD-MRI data has recently provided a unique marker for memory formation. Here, we aimed to further investigate the utility of this marker by modulating the strength of fear memory with an α2-adrenoceptor antagonist (yohimbine HCl). Fifty-two healthy participants were randomly assigned to two conditions – either receiving 20 mg yohimbine or a placebo pill (double-blind) – prior to differential fear conditioning and MRI-scanning. We examined the strength of fear associations during acquisition and retention of fear (48 h later) by assessing the similarity of BOLD-MRI patterns and pupil dilation responses. Additionally, participants returned for a follow-up test outside the scanner (2–4 weeks), during which we assessed fear-potentiated startle responses. Replicating our previous findings, neural pattern similarity reflected the development of fear associations over time, and unlike average activation or pupil dilation, predicted the later expression of fear memory (pupil dilation 48 h later). While no effect of yohimbine was observed on markers of autonomic arousal, including salivary α-amylase (sAA), we obtained indirect evidence for the noradrenergic enhancement of fear memory consolidation: sAA levels showed a strong increase prior to fMRI scanning, irrespective of whether participants had received yohimbine, and this increase correlated with the subsequent expression of fear (48 h later). Remarkably, this noradrenergic enhancement of fear was associated with changes in neural response patterns at the time of learning. These findings provide further evidence that representational similarity analysis is a sensitive tool for studying (enhanced) memory formation.
Authors
Renée M. Visser, Department of Psychology, University of Amsterdam, The Netherlands; Amsterdam Brain and Cognition (ABC), University of Amsterdam, The Netherlands Anna E. Kunze, Department of Psychology, University of Amsterdam, The Netherlands; Amsterdam Brain and Cognition (ABC), University of Amsterdam, The Netherlands Bianca Westhoff, Department of Psychology, University of Amsterdam, The Netherlands H. Steven Scholte, Department of Psychology, University of Amsterdam, The Netherlands; Amsterdam Brain and Cognition (ABC), University of Amsterdam, The Netherlands Merel Kindt, Department of Psychology, University of Amsterdam, The Netherlands; Amsterdam Brain and Cognition (ABC), University of Amsterdam, The Netherlands
Year
2015
DOI of Publication
10.1016/j.psyneuen.2015.01.021
Is Version of
Where was the data collected?
University of Amsterdam, The Netherlands
How to Cite
Visser, R. M., Kunze, A. E., Westhoff, B., Scholte, H. S., & Kindt, M. (2015). Representational similarity analysis offers a preview of the noradrenergic modulation of long-term fear memory at the time of encoding. Psychoneuroendocrinology, 55, 8-20.
Participant Information
Participant Age
Participant Sex
Experimental Group
20 mg yohimbine HCl prior to acq vs. no pharmacology group
Stimuli
Drug Administration
YesConditioning Protocol
Instructions CS-US Contingencies
Number of Different US
US Modality
US Duration (ms)
Time Between CS and US Onset (ms)
Number of Different CS+
CS+ Duration (ms)
CS+ 1: Reinforcement Rate (%)
CS+ 2: Reinforcement Rate (%)
CS+ 3: Reinforcement Rate (%)
Number of Different CS-
CS- Duration (ms)
CS Modality
Data Collected During MRI
YesMeasures
pupil size
Pupil size.
US expectancy rating
US expectancy rating of stimuli.
US Intensity Rating
US intensity rating.
Anxiety Sensitivity Index (ASI)
State Trait Anxiety Inventory (STAI-T)
| Name | Description | |
|---|---|---|
| pupil size | Pupil size. | |
| US expectancy rating | US expectancy rating of stimuli. | |
| US Intensity Rating | US intensity rating. | |
| Anxiety Sensitivity Index (ASI) | ||
| State Trait Anxiety Inventory (STAI-T) |