Milou S C Sep1,2, Rosalie Gorter1, Vanessa A van Ast3, Marian Joëls2,4, Elbert Geuze1,5. 1. Brain Research and Innovation Centre, Ministry of Defence, Utrecht, the Netherlands. 2. Department of Translational Neuroscience, UMC Utrecht Brain Center, Utrecht University, Utrecht, the Netherlands. 3. Department of Clinical Psychology, University of Amsterdam, Amsterdam, the Netherlands. 4. University of Groningen, University Medical Center Groningen, Groningen, the Netherlands. 5. Department of Psychiatry, UMC Utrecht Brain Center, Utrecht University, Utrecht, the Netherlands.
Abstract
The formation of context-dependent fear memories (fear contextualization) can aid the recognition of danger in new, similar, situations. Overgeneralization of fear is often seen as hallmark of anxiety and trauma-related disorders. In this randomized-controlled study, we investigated whether exposure to a psychosocial stressor influences retention of fear contextualization and generalization in a time-dependent manner. The Trier Social Stress Test was used to induce psychosocial stress. Healthy male participants (n = 117) were randomly divided into three experimental groups that were subjected to the acquisition phase of the Fear Generalization Task: (1) without stress, (2) immediately after acute stress, or (3) 2 h after acute stress. In this task, a male with neutral facial expression (conditioned stimuli) was depicted in two different contexts that modulated the conditioned stimuli-unconditioned stimuli (=shock) association (threat, safe). Salivary alpha-amylase and cortisol levels were measured throughout the experiment. After a 24-h delay, context-dependency of fear memory was investigated with an unannounced memory test consisting of the threat and safe contexts alternated with a novel context (the generalization context). Multilevel analyses revealed that participants showed increased fear-potentiated startle responses to the conditioned stimuli in the threat compared to the safe context, at the end of the acquisition phase, indicating adequate fear contextualization. Directly after acquisition, there were no time-dependent effects of psychosocial stress on fear contextualization. Context-dependency of fear memories was retained 24 h later, as fear-potentiated startle responding was modulated by context (threat > safe or novel). At that time, the context-dependency of fear memories was also not influenced by the early or late effects of the endogenous stress response during acquisition. These results with experimental stress deviate in some aspects from those earlier obtained with exogenous hydrocortisone administration, suggesting a distinct role for stress mediators other than cortisol.
RCT Entities:
The formation of context-dependent fear memories (fear contextualization) can aid the recognition of danger in new, similar, situations. Overgeneralization of fear is often seen as hallmark of anxiety and trauma-related disorders. In this randomized-controlled study, we investigated whether exposure to a psychosocial stressor influences retention of fear contextualization and generalization in a time-dependent manner. The Trier Social Stress Test was used to induce psychosocial stress. Healthy male participants (n = 117) were randomly divided into three experimental groups that were subjected to the acquisition phase of the Fear Generalization Task: (1) without stress, (2) immediately after acute stress, or (3) 2 h after acute stress. In this task, a male with neutral facial expression (conditioned stimuli) was depicted in two different contexts that modulated the conditioned stimuli-unconditioned stimuli (=shock) association (threat, safe). Salivary alpha-amylase and cortisol levels were measured throughout the experiment. After a 24-h delay, context-dependency of fear memory was investigated with an unannounced memory test consisting of the threat and safe contexts alternated with a novel context (the generalization context). Multilevel analyses revealed that participants showed increased fear-potentiated startle responses to the conditioned stimuli in the threat compared to the safe context, at the end of the acquisition phase, indicating adequate fear contextualization. Directly after acquisition, there were no time-dependent effects of psychosocial stress on fear contextualization. Context-dependency of fear memories was retained 24 h later, as fear-potentiated startle responding was modulated by context (threat > safe or novel). At that time, the context-dependency of fear memories was also not influenced by the early or late effects of the endogenous stress response during acquisition. These results with experimental stress deviate in some aspects from those earlier obtained with exogenous hydrocortisone administration, suggesting a distinct role for stress mediators other than cortisol.
Fear can aid threat detection in the environment. It is well-known, from years of
research on classical Pavlovian fear conditioning, that both
animals and humans quickly learn to associate negative experiences (or unconditioned
stimuli; US) with their preceding signals (or conditioned stimuli; CS).[1-3] However, the actual threat
emanating from a danger signal is often determined by the environment (or context)
in which it occurs (c.f. a lion in the zoo vs. a lion in the wild). In other words,
the contextual information can change the predictive value of a CS for the US, by
acting as a so-called occasion setter.[4-7] Therefore, simple learning of
CS–US associations alone is likely insufficient for adaptive responding to
continuously changing environments.Through the process of fear contextualization, CS–US associations
can be enriched with implicit contextual information to form context-dependent fear
memories.[5,8,9] A recent review
underlined that the interaction between the hippocampus and amygdala underlies the
consolidation and storage of these memories.[10] Recollection of context-dependent fear memories in novel, potentially
dangerous, situations, can inform behavior through the mechanism of fear
generalization (i.e., the transfer of fear to stimuli with perceptual
similarities to the original stimulus[11,12]). The generalization of
fearful information appears to be mediated by the medial prefrontal cortex.[13]While fear generalization is highly adaptive, overgeneralization of fear to safe
stimuli or environments can predispose to pathological conditions,[5,14-17] like post-traumatic stress disorder,[18] generalized anxiety disorder,[19] and panic disorder.[20] Fear overgeneralization is often referred to as the hallmark of anxiety and
trauma-related disorders;[9,13] it has also been suggested that the context-dependency of fear
(memories and their extinction) influences the treatability of pathological fear and
anxiety.[10,21,22]Currently, it is not fully understood why and how adaptive fear contextualization
changes into overgeneralization in some individuals, but not in others. The
identification of factors that modulate these processes could help to understand
individual differences in vulnerability to anxiety disorders. A potentially
interesting modulator is the (acute) stress response, as it is the main
physiological reaction to threatening events, and known to influence learning and
memory processes.[23-26] Upon confrontation with a
stressor the autonomic nervous system (ANS) is activated, leading to catecholamines
release. Shortly thereafter, the hypothalamic–pituitary–adrenal (HPA)-axis becomes
active, resulting in enhanced corticosteroid levels for 1 to 2 h. Corticosteroids
can bind to receptors in limbic brain areas and induce non-genomic (immediate) and
genomic effects, the latter with a delay of >1 h.[23,27,28] Due to their distinct effects
on in brain, the rapid ANS and rapid non-genomic corticosteroid effects are
considered the immediate effects of stress (generally within 30 min post-stressor),
while the genomic corticosteroid effects are considered the delayed effects of
stress (>1 h post-stressor).[29,30] Interestingly, we have shown
that acute stress and glucocorticoid exposure can influence the context-dependency
of neutral and emotional memories, in a time-dependent manner.[25,31] Thus, it was
found that the contextualization of information is reduced directly after a peak in
cortisol—as in the case of fear memories—while the opposite is seen >1 h after
the cortisol peak.With respect to fear contextualization and context-dependent fear expression, most
clinical and pre-clinical studies have focused on the immediate effects of stress,
leaving the delayed effects largely unexplored. In mice, glucocorticoid injections
into the hippocampus immediately after fear conditioning (i.e., fear consolidation),
increased later fear generalization.[32] In humans, it was found that stressed participants are unable to use
situational cues (occasion setters) in a fear conditioning task (10-min post-stress),[33] pointing toward reduced fear contextualization. In agreement, two recent
studies in humans showed that the immediate effects of acute stress impair
contextual fear conditioning (up to 30-min post-stress) in men and women.[34,35] A previous
study with exogenous hydrocortisone administration immediately before acquisition
reported impairing effects on context-dependent fear expression in women but
enhancing effects on contextualization in men.[8] These sex differences could originate from the interaction between stress and
sex hormones in fear acquisition and generalization processes.[36] For example, brain areas involved in the fear neurocircuitry (including
amygdala, ventromedial prefrontal cortex, hippocampus), express sex-specific steroid receptors,[37] which allows sex hormones, like estrogens, to modulate responsiveness of the
circuitry in fear learning and extinction processes.[38,39] Noteworthy, it has also been
shown that the immediate effects of stress and cortisol prior to extinction learning
reduce the context-dependency of extinction memories.[40] Mostly based on findings about the immediate effects of stress, it has been
hypothesized that stress promotes the overgeneralization of fear, via its effects on
pattern separation in the hippocampus.[41,42] Interestingly, the delayed
effects of exogenous hydrocortisone were found to enhance hippocampal-dependent fear
memories in another paradigm (i.e., trace-conditioning).[43]The aim of the current project was to investigate the immediate and particularly the
currently unknown delayed effects of the endogenous stress response on (i) fear
contextualization during acquisition and (ii) subsequent context-dependency or
generalization of fear memories during retention. In this project, the immediate
effects were investigated 30 min post-stressor offset and the delayed effects
160 min post-stressor offset.[30] Based on the earlier findings, we hypothesized that contextualization of fear
is suppressed immediately after stress exposure and enhanced >2.5 h later. Only
male participants were included because sex-differences in fear-related
processes[36,38,39] and acute stress-reactivity[44] are substantial and previous studies with exogenous hydrocortisone were
conducted in males.
Methods
Participants
One hundred seventeen healthy male participants were included in this study (age:
M (SD) = 24.9 (6.7), range = 18.1–49.3, also see Online Appendix A.1). Sample
size was based on a priori power calculations with G*power (α = .05, power = .80),[45] using previously reported effect sizes of the delayed (d = .621) and
immediate (d = .561) of cortisol on the context-dependency of emotional memories.[31] All participants gave written informed consent and had (1) normal or
corrected-to-normal vision, (2) normal uncorrected hearing, (3) a body mass
index between 18.5 and 30, and (4) were fluent in the Dutch language.
Participants did not (1) use medication known to influence central nervous
system or endocrine systems, (2) have speech impairments, (3) have a (history
of) psychiatric, neurological, somatic, or endocrine diseases, (4) were not
color blind. Additional acute exclusion criteria were checked upon arrival at
the institute. If participants had (1) an acute illness, fever, or a severe
cold, (2) insufficient sleep during the previous night, (3) smoked within the
last 2 h, (4) drank anything other than water or ate within the last 2 h, (5)
ingested coffee or any caffeine-containing drink within the last 4 h, (6) used
alcohol within the last 24 h, (7) had physical exercise within the last 12 h, or
(8) used any recreational drugs within the last three days; appointments were
rescheduled. Inclusion/exclusion criteria were checked via a screening
questionnaire.
Stress and Control Manipulations and Measures of Stress (Re)Activity
The Trier Social Stress Test (TSST)[46] was used as stress manipulation (15 min) and the placebo version of the
TSST was used as control manipulation.[47] During the TSST[46] participants—after a 3-min preparation period—had to perform a free
speech simulating a job interview (5 min), followed by a mental arithmetic task
(3 min), in front of a nonresponsive jury while being video- and audio-taped.
Participants received verbal instructions ∼2 min before the preparation period;
and in-between the speech and arithmetic task, there was a ∼2-min delay for
saliva and questionnaire collection. Altogether, this added up to a 15-min
procedure. The placebo-TSST[47] mimics the physical (e.g., standing, speaking) and cognitive load of the
TSST, without the uncontrollable social evaluation threat of the TSST. During
the placebo-TSST, the participant was alone in a room, while performing a speech
and arithmetic task. Timing of the several task elements was exactly the same as
the TSST. Salivary alpha-amylase (sAA) and cortisol are frequently used measures
of sympathetic nervous system (SNS) and HPA activity, respectively.[48,49]
Salivettes® (Sarstedt, Nümbrecht, Germany) were used to collect saliva samples
at 14 timepoints during the experimental protocol to measure stress (re)activity
(Figure 3; also see
Online Appendix A.2). Samples were collected at T-210, T-165, T-160, T-145,
T-130, T-100, T-70, T-40, T-30, T-35, T-30, T0, and T30 relative to fear
acquisition onset; and at T-30 and T0 with respect to fear generalization
onset.
Figure 3.
The experimental timeline with salivary alpha-amylase and cortisol
levels. Mean salivary alpha-amylase (a) and cortisol (b) are shown per
experimental group, error bars represent 95% confidence intervals.
Natural logarithms were used to transform the endocrine data. Samples
T1–T12 were collected at day 1 and samples T13 and T14 were collected at
day 2. Eight minutes before T2 (i.e., 173 min before encoding),
participants were exposed to the (placebo-)TSST1, at T8 (i.e., 40 min
before encoding) participants performed the (placebo-)TSST2. Significant
Tukey adjusted post hoc pairwise comparisons between experimental groups
(p < .05) are indicated. FGT: Fear Generalization Task; TSST: Trier
Social Stress Test; CI: confidence interval.
Fear Contextualization and Generalization
Fear contextualization during acquisition and the tendency to generalize
context-dependent fear memories to non-threatening contexts were assessed using
the Fear Generalization Task (FGT; Figures 1 and 2) (freely modeled after Mühlberger et al.[50] and programmed in Presentation Version 18.1; Neurobehavioral Systems,
Inc, RRID:SCR_002521). The FGT is discussed in brief below (also see Online
Appendix A.3).
Figure 1.
The Fear Generalization Task. Twelve threat (CTX+) and 12 safe (CTX−)
trials were shown in the acquisition phase of the FGT task on day 1.
Twenty-four hours later, participants were surprised with the
unannounced test phase of the FGT. In this phase, they viewed six
unreinforced threat trials (CTX+ unreinforced), six safe trials (CTX−),
and six new trials (G-CTX). FGT: Fear Generalization Task.
Figure 2.
Timing of individual trials in the FGT. During the pre-acquisition and
pre-test NAh trials, nine NAh-probes were delivered with 9, 11, or 13 s
ITI (a). During an acquisition (b) and surprise test (c) phase trial,
contexts were shown for 15 s. After 6 or 9 s after context onset, a cue
was presented for 5 s. The CTX-probe was delivered 3 s before cue onset
and the CUE-probe was delivered 1 s before cue offset. ITI was 8 to
10 s. During the acquisition threat trials (CTX+), an US was presented
0.5 s before cue-offset. NAh: noise-alone habituation; ITI: inter-trial
interval; CS: conditioned stimuli.
The Fear Generalization Task. Twelve threat (CTX+) and 12 safe (CTX−)
trials were shown in the acquisition phase of the FGT task on day 1.
Twenty-four hours later, participants were surprised with the
unannounced test phase of the FGT. In this phase, they viewed six
unreinforced threat trials (CTX+ unreinforced), six safe trials (CTX−),
and six new trials (G-CTX). FGT: Fear Generalization Task.Timing of individual trials in the FGT. During the pre-acquisition and
pre-test NAh trials, nine NAh-probes were delivered with 9, 11, or 13 s
ITI (a). During an acquisition (b) and surprise test (c) phase trial,
contexts were shown for 15 s. After 6 or 9 s after context onset, a cue
was presented for 5 s. The CTX-probe was delivered 3 s before cue onset
and the CUE-probe was delivered 1 s before cue offset. ITI was 8 to
10 s. During the acquisition threat trials (CTX+), an US was presented
0.5 s before cue-offset. NAh: noise-alone habituation; ITI: inter-trial
interval; CS: conditioned stimuli.
Stimuli
The unconditioned stimulus was an electric pulse (200 µs, 100–400 V),
generated by constant current stimulator (DS7A, Digitimer Ltd., Letchworth
Garden City, UK). US intensity was calibrated using a previously described
shock workup procedure, in which each participant selected a “highly
uncomfortable, but not painful” intensity (M: 27.98, SD: 22.93; range:
3–99.9 mA).[51-53] The CS consisted of an image of a Caucasian male in a
suit, with a neutral facial expression (CUE). This CUE image, with high
similarity to our participants (Caucasian, male), was selected because early
perception might be different for ingroup/outgroup faces[54] and fear responses can be stronger toward male (compared to female) cues.[55] Three images of different office rooms were counterbalanced across
participants to serve as threat (CTX+), safe (CTX−), and new (G-CTX) context
(Figure 1). A
startle probe (40 ms burst of white noise of 104 dB delivered via
headphones) was used to evoke (fear-potentiated) startle responses (FPS). In
total, 91 startle probes (different types: see Task Performance section) and
10 US were delivered during the FGT.
Task Phases
The FGT consists of an acquisition and a surprise test phase, separated by a
24-h delay (Figure
1; Online Appendix A.3.2). To reduce initial startle reactivity, both
phases began with nine noise-alone habituation trials (NAh-probe; Figure 2(a)). The
acquisition phase consisted of 24 trials (four-trial blocks). Half of the
trials commenced with the presentation of the CTX+ (i.e., threat trials),
the other half with the presentation of the CTX− (i.e., safe trials). The
CUE appeared randomly after 6 to 9 s as partial overlay of the CTX. In 10 of
the 12 threat trials, the US was presented 0.5 s before the CUE off-set
(i.e., 83% reinforcement; NB: third and seventh threat trials were
unreinforced). The timing of a single acquisition trial is depicted in Figure 2(b). The
surprise test phase, 24 h later, contained six unreinforced threat trials
(CTX+), six safe trials (CTX−), and six new trials (G-CTX) in semi-random
order in six-trial blocks. The timing of a single surprise test trial is
depicted in Figure
2(c), importantly no US was delivered in this task phase. During
both phases, one startle probe per block was presented during the
inter-trial interval (ITI-probe).
Task Performance
FPS eyeblink responses to the NAh, CTX, CUE, and ITI startle probes were used
to measure FGT performance (see Online Appendix A.3.3 for preprocessing
details). In this task, the NAh and ITI probes represent initial and
baseline startle responsiveness, the CUE probes reflect fear for a stimulus
in the environment (i.e., cue in context) and the CTX probes symbolize fear
for the environment itself (i.e., context). FPS responses to the
environments (CTX probes) and ambiguous stimulus–environment combinations
(CUE probes in G-CTX trials) serve as a marker for fear generalization.
Experimental Design and Procedure
This study was part of a larger project that also investigated the time-dependent
effects of psychological stress on the contextualization of neutral and
emotional memories (and for which participants perform another behavioral task).
Details about this project and task have been published elsewhere[25] (also see Online Appendix A.4). In this randomized-controlled,
single-blind study design, participants were randomly allocated to one of the
three experimental groups using an a priori generated list from the random
sequence generator of www.random.org. Each
experimental group was subjected to two interventions (TSST or placebo-TSST) in
a different sequence (Figure
3): (i) delayed-stress group (n = 35): TSST1-placeboTSST2; (ii)
immediate-stress group (n = 42): placeboTSST1-TSST2; and (iii) no-stress group
(n = 40): placeboTSST1-placeboTSST2. Note the first and second interventions
ended, respectively, 160 and 30 min before fear acquisition. Prior and during
study participation, all participants were blind to the study aims and
experimental groups. This study was approved by the Medical Ethics Committee of
the University Medical Center Utrecht and conducted in accordance with the ICH
Guidelines for “Good Clinical Practice” and the Declaration of Helsinki.[56]The experimental timeline with salivary alpha-amylase and cortisol
levels. Mean salivary alpha-amylase (a) and cortisol (b) are shown per
experimental group, error bars represent 95% confidence intervals.
Natural logarithms were used to transform the endocrine data. Samples
T1–T12 were collected at day 1 and samples T13 and T14 were collected at
day 2. Eight minutes before T2 (i.e., 173 min before encoding),
participants were exposed to the (placebo-)TSST1, at T8 (i.e., 40 min
before encoding) participants performed the (placebo-)TSST2. Significant
Tukey adjusted post hoc pairwise comparisons between experimental groups
(p < .05) are indicated. FGT: Fear Generalization Task; TSST: Trier
Social Stress Test; CI: confidence interval.
Statistical Analysis
Additional information can be found in Online Appendix A.5, and data and code are
available via Open Science Framework (https://osf.io/xbt5k/).The effects of the control and stress manipulation were checked with linear mixed
models (LMMs) fitted to the sAA and cortisol data, to investigate hormone levels
over the course of the experiment. Visual inspection of residual plots did not
reveal any obvious deviations from normality of the residuals and
homoscedasticity, after log-transformation of the sAA and cortisol values.
Group, time, and their interaction were entered as fixed effects with the
intercept, and intercepts for participants were entered as random effects in
both LMMs. Endocrine levels of experimental groups were compared at each
timepoint using Tukey adjusted post hoc pairwise comparisons.Multiple imputations were used to deal with missing FPS responses (in total 10.4%
of the trials, which is common for FPS measures[57]). For all FPS analyses, LMM assumptions were checked and satisfied within
each imputed data set, after log-transformation of FPS responses. LMM analyses
were also performed within each imputed dataset. For the NAh trials, preceding
both task phase, LMMs with Group and Trialnumber as fixed effects and random
intercepts for all participants were fitted to ln(FPS). For analysis of the
habituation phase, EMMs were calculated for the three experimental groups if the
analyses revealed significant (main or interaction) effects of Group on
NAh-probes. The influence of experimental group on mean ln(FPS) responses to ITI
probes during the acquisition and test phase was analyzed using linear models
with Group as fixed effect. To analyze fear contextualization during acquisition
and generalization during retention, LMMs were fitted to ln(FPS) responses to
CUE- and CTX-probes during (1) the acquisition and (2) surprise test phase. In
these models Group, Trialnumber and Trialtype (Threat, Safe, or New) and their
interactions were entered as fixed effects with the intercept, the random
effects contained intercepts for all participants. If this overall analysis
revealed a significant (main or interaction) effects of factor “Trialnumber,”
together with a significant (main or interaction) effect of Group or Trialtype,
mean ln(FPS) levels during the early, mid, and late task-epochs of the
acquisition and surprise test phase were calculated. Subsequently, LMMs with
fixed effects Group and Trialtype and random intercepts for all participants
were fitted to these means. To follow-up significant (main or interaction)
effects of Group within a specific task-epoch, the mean FPS of each experimental
group within that epoch was estimated by the EMMs.
Results
Manipulation Check: Stress (Re)Activity
LMMs fitted to salivary ln(sAA) showed a significant group × time interaction
(χ2(26) = 215.550, p < .001) and a main effect of time
(χ2(13) = 415.682, p < .001; Online Table B.1.1). The TSST
reliably increased sAA levels during the intervention, indicated by Tukey
adjusted post hoc pairwise comparisons of the experimental groups at each
timepoint (Figure 3(a),
Online Table B.1.2). At T2, individuals who performed the TSST (delayed-stress
group) had higher ln(sAA) levels than participants who performed the placebo
treatment in the immediate-stress group (t(171.513)=2.554, p = .031, d = .390)
(but not the control group). The second (placebo-)TSST (=TSST2) had similar
effects. The participants who performed the TSST at this timepoint
(immediate-stress group) had higher ln(sAA) levels than the individuals who
performed the placebo-TSST (delayed-stress group (T10: t(171.513)=−2.912,
p = .011, d=−0.445) and no-stress group (T9: t(172.356)=3.670, p = .001,
d = .0.559; T10: t(171.513)=3.528, p = .002, d = .539). The sAA levels did not
differ between experimental groups at other timepoints (Figure 3(a), Online Table B.1.2).LMMs fitted to salivary ln(cortisol) revealed a significant group × time
interaction (χ2(26)=473.831, p < .001), and main effects of time
(χ2(13)=372.543, p < .001) and group
(χ2(13)=20.325, p < .001; Online Table B.1.3). The TSST led to an
increase in cortisol levels after the intervention, indicated by Tukey adjusted
post hoc pairwise comparisons of the experimental groups at each timepoint
(Figure 3(b), Online
Table B.1.4). Cortisol levels in the delayed-stress group were significantly
higher for 1 h immediately after the TSST1 (T3-T6) than after the placebo-TSST1
in the immediate and no-stress groups (all p < .001; Online Table B.1.4).
Exposure to the TSST2 also elevated cortisol levels (in the immediate-stress
group), compared to exposure to the placebo-TSST2 (in the delayed-stress and
no-stress groups (T10-T12, all p < .05; Online Table B.1.4).
Fear Acquisition
Noise Alone Trials
FPS responses to the pre-acquisition NAh trials are depicted in Figure 4(a). LMMs
fitted to these ln(FPS) revealed a main effect of Trialnumber (Dm = 3.673,
rm = 3.232, df1 = 8, df2 = 1353.484, p < .001) and no interaction effects
(Online Table B.2.1). The FPS responses to ITI probes are shown in Figure 4(b) and (c).
LMM fitted to the mean ln(FPS) to ITI-probes revealed no main effect of
group (Dm = 2.687, rm = .043, df1 = 2, df2 = 111383.053, p = .068).
Figure 4.
Fear contextualization. FPS responses to the pre-acquisition
NAh-probes (a), CUE-probes (b), and CTX-probes (c) from the
acquisition phase of the FGT, per experimental group. Response to
the ITI-probes is depicted in (b) and (c). Error bars represent 95%
confidence intervals. At the end of the acquisition phase, FPS
responses to CTX+ trials were higher than responses to the CTX−
trials. NAh: noise-alone habituation; ITI: inter-trial interval; CI:
confidence interval; FPS: fear-potentiated startle.
Fear contextualization. FPS responses to the pre-acquisition
NAh-probes (a), CUE-probes (b), and CTX-probes (c) from the
acquisition phase of the FGT, per experimental group. Response to
the ITI-probes is depicted in (b) and (c). Error bars represent 95%
confidence intervals. At the end of the acquisition phase, FPS
responses to CTX+ trials were higher than responses to the CTX−
trials. NAh: noise-alone habituation; ITI: inter-trial interval; CI:
confidence interval; FPS: fear-potentiated startle.
Contextualization of Cued Fear
FPS responses to CUE-probes during acquisition are depicted in Figure 4(b). LMMs
fitted to ln(FPS) revealed a significant Trialnumber × Trialtype (Threat vs.
Safe) interaction (Dm = 5.353, rm = .135, df1 = 11, df2 = 76891.243,
p < .001), as well as a main effect of Trialnumber (Dm = 28.621,
rm = .133, df1 = 11, df2 = 78745.138, p < .001) and Trialtype
(Dm = 20.509, rm = .120, df1 = 1, df2 = 8040.907, p < .001). To decompose
this two-way interaction, mean ln(FPS) in the early, mid, and late epochs
were analyzed separately. In the early (Trial1–4) and mid (Trial5–8) epochs,
there were no significant effects. In the late epoch (Trial9–12), there was
a significant effect of Trialtype (Dm = 4.455, rm = .356, df1 = 1,
df2 = 1339.001, p = .035), indicating successful contextualization of cued
fear (Threat: pooled-EMM (95% confidence interval (CI)) = 4.050
(3.416–4.685); Safe: pooled-EMM (95% CI) = 3.828 (3.190–4.466). The
contextualization of cued fear was not influenced by experimental group
(Dm = 2.008, rm = .003, df1 = 2, df2 = 26224040.478, p = .134). Statistics
for all analyses are shown in Online Table B.2.1, all pooled-EMMs (95% CI)
are shown in Online Table B.2.3.
Contextual Fear Expression During Acquisition
Figure 4(c) shows FPS
responses to CTX-probes during acquisition. LMMs fitted to ln(FPS) showed a
main effect of Trialnumber (Dm = 50.493, rm = .113, df1 = 5,
df2 = 47360.576, p < .001) and Trialtype (Dm = 7.310, rm = .134, df1 = 1,
df2 = 6582.796, p = .007), there were no interaction effects. Ln(FPS)
responses were higher in the threat context (pooled-EMM (95% CI) = 3.885
(3.231–4.540) than for the safe context (pooled-EMM (95% CI) = 3.775
(3.120–4.430). In the follow-up analyses, there were no significant main or
interaction effects of group or Trialtype on the early (Trial1–2), mid
(Trial3–4), or late (Trial5–6) task-epoch. Contextual fear expression during
acquisition was not influenced by experimental group (Dm = 2.402, rm = .005,
df1 = 2, df2 = 8324193.439, p = .091). Statistics for all analyses are shown
in Online Table B.2.1, all pooled-EMMs (95% CI) are shown in Online Table
B.2.3.
Fear Memory
The FPS responses to the pre-memory test NAh trials are depicted in Figure 5(a). LMMs
fitted to these ln(FPS) revealed no significant effects (Online Table
B.2.2). FPS responses to ITI-probes are shown in Figure 5(b) and (c). The LMM fitted
to the mean ln(FPS) to ITI-probes showed a marginal significant effect of
group (Dm = 2.849, rm = .007, df1 = 2, df2 = 3647519.031, p = .058).
Follow-up inspection of the pooled-EMMs suggest that the ln(FPS) responses
to ITI probes in the delayed-stress group (pooled-EMM (95% CI) = 3.582
(2.751–4.414) were lower than in the immediate-stress (pooled-EMM (95%
CI) = 3.982 (3.187–4.777) and no-stress group (pooled-EMM (95% CI) = 3.992
(3.187–4.798).
Figure 5.
Context-dependent fear memory. FPS responses to the pre-test
NAh-probes (a), CUE-probes (b), and CTX-probes (c) from the surprise
test phase of the FGT, per experimental group. Response to the
ITI-probes is depicted in (b) and (c). Error bars represent 95%
confidence intervals. FPS responses were the highest in CTX+ trials.
NAh: noise-alone habituation; ITI: inter-trial interval; CI:
confidence interval; FPS: fear-potentiated startle.
Context-dependent fear memory. FPS responses to the pre-test
NAh-probes (a), CUE-probes (b), and CTX-probes (c) from the surprise
test phase of the FGT, per experimental group. Response to the
ITI-probes is depicted in (b) and (c). Error bars represent 95%
confidence intervals. FPS responses were the highest in CTX+ trials.
NAh: noise-alone habituation; ITI: inter-trial interval; CI:
confidence interval; FPS: fear-potentiated startle.
Context-Dependency of Cued Fear Memories
FPS responses to CUE-probes during the test phase are shown in Figure 5(b). LMMs
fitted to ln(FPS) showed a main effect of Trialnumber (Dm = 81.029,
rm = .110, df1 = 5, df2 = 49364.528, p < .001) and Trialtype (Threat,
Safe, New) (Dm = 27.175, rm = .120, df1 = 2, df2 = 16718.773, p < .001).
Follow-up analyses showed main effects of Trialtype in the early (Trial1–2)
(Dm = 5.075, rm = .321, df1 = 2, df2 = 3239.173, p = .006), mid (Trial3–4)
(Dm = 6.787, rm = .269, df1 = 2, df2 = 4262.980, p = .001), and late
(Trial5–6) (Dm = 4.141, rm = .318, df1 = 2, df2 = 3278.485, p = .016)
task-epochs. Pooled-EMMs indicate that ln(FPS) responses were the highest to
CUE-probes in the threat context in the early, mid, and late epochs,
pointing toward context-dependent fear memories (Online Table B.2.3).
However, the context dependency of fear memories was not influenced by
experimental group (Dm = .473, rm = .002, df1 = 2, df2 = 67494641.497,
p = .623). Statistics for all analyses are shown in Online Table B.2.2, all
pooled-EMMs (95% CI) are shown in Online Table B.2.3.
Contextual Fear Expression During Memory Test
Figure 5(c) shows FPS
responses to CTX-probes during the test phase. LMMs fitted to ln(FPS) showed
a main effect of Trialnumber (Dm = 43.240, rm = .118, df1 = 2,
df2 = 17094.434, p < .001) and no interaction effects. Contextual fear
expression during the memory test was not influenced by experimental group
(Dm = .888, rm = .004, df1 = 2, df2 = 10882635.914, p = .412). Statistics
for all analyses are shown in Online Table B.2.2.
Discussion
In the current randomized-controlled study, we investigated the time-dependent effect
of the endogenous stress response on fear contextualization and subsequent
context-dependency of fear memories in healthy males.
Stress Induction
Independent of the order in which participants performed the control and stress
manipulation tests, the TSST consistently increased sAA and cortisol levels,
while the placebo-TSST did not. The analyses confirm that participants in the
immediate-stress group had higher cortisol levels during fear acquisition than
participants in the delayed and no-stress groups. Cortisol levels in the delayed
group were increased approximately 2 h prior to acquisition but, at the time of
acquisition, comparable to the no-stress group. Notably, sAA levels of the
experimental groups did not differ during fear acquisition, although sAA levels
had been elevated approximately 30 min or 2 h prior to learning in the immediate
and delayed group, respectively. No differences in hormone levels between the
experimental groups were found when the context-dependency of fear memories was
tested. This confirms that we indeed investigated the time-dependent effects of
psychosocial stress on fear contextualization and the subsequent
context-dependency of these fear memories.
Context-Dependent Expression of Fear
In line with our expectations, participants displayed context-dependent
expression of fear to the CS at the end of the acquisition phase, indicating
adequate fear contextualization. The FPS response, as expression of fear, was
also increased in the threatening context (compared to the safe context) in
absence of the CS, which suggests that fear (for the US) (partially) generalized
to the threatening environment itself. Adequate fear contextualization led to
context-dependent fear memories for the CS in the threat context, measured 24 h
later.
No Time-Dependent Effect of Psychosocial Stress on Fear
Contextualization
In contrast to our expectations, we found no immediate or delayed effects of
psychosocial stress on fear expression, fear contextualization, or subsequent
generalization of fear memories. The absence of an acute effect
of psychosocial stress on fear contextualization in our study contrasts with
previous studies that described impairing effects.[8,32-34,41] Possibly, we were not able
to demonstrate the fast and immediate effect of acute stress in the current
study, due to the relatively long delay between the acute stressor and fear
acquisition (Figure 3).
In the present study, fear contextualization was measured between 40 and 70 min
after acute stress exposure onset (in the immediate-stress group), which is
later than in earlier published studies[8,33-35] and slightly overlaps with
potential delayed effects. This is a limitation of our design (see “No
Time-Dependent Effect of Psychosocial Stress on Fear Contextualization” section)
which was optimized to investigate the delayed effects of stress, since these
(as opposed to immediate actions) are heavily understudied. In line with this
reasoning, Antov et al. investigated fear (but not context-dependency) and found
no effects of acute stress >50 min prior to acquisition in healthy males,
while stress 10 min before a cued fear condition task enhanced fear maintenance
in their study.[58,59] It has been suggested that cued fear learning is enhanced
after acute stress via noradrenergic enhancement of amygdala functioning.[60] Our analyses show that sAA levels (an indicator of SNS activity in this
study) were not heightened at the time of encoding in the immediate-stress
group. The absence of immediate effects in our study could imply that SNS
activity, rather than HPA-axis activity, following acute stress modulates fear
contextualization in previous studies. This would be in line with the findings
of Antov et al. in a cued-fear conditioning paradigm,[58] but contrasts with earlier studies that identified a direct relation
between context-dependency of emotional information and cortisol-responses
following hydrocortisone administration[8,31] or psychosocial stress.[35] Importantly, these studies used different tasks to measure
context-dependency of emotional information, including an episodic memory task[31] and fear conditioning tasks with skin conductance responses
(SCR)[8,35,58] and FPS responses[8] as outcome measures. Since emotional episodic memory involves a different
neurocircuit than fear conditioning[61] and SCR reflects different dimensions of fear learning than FPS responses,[62] it is likely that these tasks are also differentially affected by stress
or cortisol. In addition, although the cortisol levels of the immediate-stress
group were still increased during encoding (allowing immediate cortisol effects
to occur), we cannot rule out interference of the delayed effects, which develop
approximately 1 h after acute stress.[23,28,30] Another explanation for
the discrepancy between the effect of hydrocortisone and psychosocial stress
might be that a psychosocial stressor is a learning event in itself (whereas
hydrocortisone administration is not).[63,64] As a consequence,
processing of (emotional) characteristics from this event could interfere with
subsequent learning experiences.[63,64] Our contradictory findings
can also be modulated by methodological factors. For example, there could be
important sex differences in the effects of acute stress on fear
contextualization. We only investigated males in our study, yet are aware of the
importance of sex differences. One study found impairing effects of acute
exogenous hydrocortisone on context-dependent fear expression (as indicator for
fear contextualization) in women, but enhancing effects in men.[8] It has also been shown that the effect of exogenous cortisol on
hippocampal responses during differential fear conditioning is different in men
and women. When women are using (oral) contraceptives, cortisol enhances
differential fear conditioning, while it reduces differential conditioning in
men (and free-cycling women).[65] The influence of hippocampal processing in fear contextualization[10] could contribute to a different relation between stress and fear
contextualization in men and women. Besides, the acute effects of stress might
differentially affect psychological (self-report) and physiological responses to
fear. For example, one study found impairing effects of acute stress on
self-reported US-expectancy, fear and valence ratings, but no effects on
physiological measures in a contextual fear conditioning paradigm.[34]Despite the fact that our design was optimized to observe potential delayed
stress effects, we observed no effect of stress in this experimental group
either. This differs from previously reported delayed effect of
exogenous hydrocortisone administration on trace
conditioning, which, similar to fear contextualization, involves hippocampal activity.[43] It also contrasts with the enhancing late effect of stress on memory
contextualization observed in a different paradigm.[25,31] Interestingly, in the
latter task the delayed effects of cortisol released during an
endogenous stress response improved the contextualization
of neutral information[25] whereas exogenously administered cortisol improved
contextualization of emotional information.[31] This suggests that exposure to stress, which not only releases cortisol
but also many other stress mediators, may preferentially affect neutral rather
than fear-related contextual information, which would explain the lack of
effects in the current study. It has been found before that catecholamines,
including noradrenaline, can affect cognitive performance in different
directions than corticosteroids.[66,67] More specifically, rodent
and human studies have shown that immediately after stress, monoamines (and
rapid corticosteroid effects via the MR-receptor) facilitate emotional
processing by stimulating the amygdala/striatal circuits, at the cost of
hippocampal and prefrontal circuits.[29,30] Conversely, corticosteroid
actions via the GR-receptor, that develop after >1 h, promote activity in the
hippocampal and prefrontal circuits, and facilitate (contextual) memory and
reward-based decision making.[29,30]
Strengths and Limitations
The current study employed a robust design, with a reliable stress induction and
confirmation that participants acquired the behavioral task. Moreover, the study
was well-powered, which enables us to draw clear conclusions. Yet, there are
also several limitations. As mentioned earlier, fear contextualization was
measured 40 and 70 min after acute stress exposure onset, which may have been
too long a delay to study rapid-onset stress effects alone. Moreover, as this
study was part of a larger project, the participants performed another
behavioral task before the acquisition and test phase of the FGT. Although tasks
combinations have been used before,[31,43] we cannot completely rule
out interference effects. Although most demographics of participants in the
experimental groups did not differ, recreational drug use was more prevalent in
the no-stress group compared to the immediate-stress group (Online Appendix
A.1). In addition, we included only males in our dataset, which precludes our
study from making any inferences with respect to gender, as stress and
fear-related processes are substantially affected by sex.[36,65,68] Future
studies should employ a sufficient number of both male and female participants
to shed more light on how gender influences fear contextualization. It is
important to emphasize that etiological models of anxiety disorders point out
that sensitivity to stressful events varies for the two sexes, and has been
associated with higher prevalence of mood and anxiety disorders in
women.[69-71] Because of
time-constraints, we did not include an unambiguously safe CUE (i.e. a specific
CS-image cue), thus slight generalization between the present cue in the
different contexts may have taken place. Furthermore, in the current study we
used the TSST, a commonly used and robust method for stress induction. However,
the TSST was not part of the “to-be-remembered” material, which is the case in
real-life situations. Perhaps our results would have been different if a mode of
stress induction was used which more accurately reflects experiences in
real-life. Finally, since the effect of stress (and cortisol) levels on
hippocampus-dependent learning follows an inverted-U-shaped curve,[72-74] it is highly likely that
similar dose-dependent effects exists with respect to fear contextualization. It
must be noted that methodological factors can influence cortisol levels. For
example it is known that 10 mg hydrocortisone administration can lead to higher
cortisol concentrations than a psychosocial stress manipulation.[26] Moreover, it has been shown that another stress protocol (the Socially
Evaluated Cold Pressor Test) can lead to lower cortisol levels than the TSST
that was used in the current experiment.[75] In addition, the TSST can result in different cortisol levels in males,
free cycling females and females taking oral contraceptives.[65] Future studies on the dose-dependent relation between stress and fear
contextualization might be of particular relevance with respect to the
generalizability of our finding to conditions of heightened baseline cortisol
levels, like depression or Cushing’s syndrome.[76,77]
Implications
As arousal facilitates the encoding of salient details from a stressful
experience,[60,78] a healthy endogenous stress response might time-dependently
boost the context-dependent encoding of neutral information, thereby leading to
a comprehensive memory representation of the event. Interestingly, it has
recently been observed that stress indeed enhances memory for both negative and
neutral material from the context in which the stressor occurred.[79] The balance between salient and neutral detail encoding might be
disturbed by abnormalities in the endogenous stress response; something that may
have remained unnoticed in the healthy individuals included in the current
investigation but could become apparent when examining a population at risk for
psychopathology. Moreover, it is known that early life stress influences
HPA-axis functioning, thereby predisposing to stress-related disorders.[80] Our findings might also imply a role for other characteristics than the
stress response (alone) in determining why some people (over)generalize fear and
others do not. This would agree with a recent meta-analysis in which we showed
that the personality characteristic trait anxiety increases fear generalization
in healthy humans.[81] Future strategies for prevention and therapy for anxiety and
trauma-related disorders could benefit from more mechanistic insight into the
factors that influence fear contextualization and context-dependent fear
memories.Click here for additional data file.Supplemental material, CSS896547 Supplemental Material1 for No Time-Dependent
Effects of Psychosocial Stress on Fear Contextualization and Generalization: A
Randomized-Controlled Study With Healthy Participants by Milou S. C. Sep,
Rosalie Gorter, Vanessa A. van Ast, Marian Joëls and Elbert Geuze in Chronic
StressClick here for additional data file.Supplemental material, CSS896547 Supplemental Material2 for No Time-Dependent
Effects of Psychosocial Stress on Fear Contextualization and Generalization: A
Randomized-Controlled Study With Healthy Participants by Milou S. C. Sep,
Rosalie Gorter, Vanessa A. van Ast, Marian Joëls and Elbert Geuze in Chronic
Stress
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