KetaminePlacebo

Effects of a dissociative drug on fronto-limbic resting-state functional connectivity in individuals with posttraumatic stress disorder: a randomized controlled pilot study

This randomised controlled pilot study (n=26) investigated the effect of ketamine on resting-state functional connectivity (RSFC) between amygdala and medial prefrontal cortex (mPFC) subregions. Contrary to expectations, ketamine did not increase RSFC between these areas but instead led to a transient decrease in vmPFC-amygdala RSFC in individuals with PTSD. These results challenge prior correlations and suggest a need for further exploration and a more nuanced understanding of the neurobiological basis of dissociative phenomena in PTSD.

Authors

  • Amen, S.
  • Ben-Zion, Z.
  • Danböck, S. K.

Published

Psychopharmacology
individual Study

Abstract

Rationale A subanesthetic dose of ketamine, a non-competitive N-methyl-D-aspartate glutamate receptor (NMDAR) antagonist, elicits dissociation in individuals with posttraumatic stress disorder (PTSD), who also often sufer from chronic dissociative symptoms in daily life. These debilitating symptoms have not only been linked to worse PTSD trajectories, but also to increased resting-state functional connectivity (RSFC) between medial prefrontal cortex (mPFC) and amygdala, supporting the conceptualization of dissociation as emotion overmodulation. Yet, as studies were observational, causal evidence is lacking.Objectives The present randomized controlled pilot study examines the efect of ketamine, a dissociative drug, on RSFC between mPFC subregions and amygdala in individuals with PTSD.Methods Twenty-six individuals with PTSD received either ketamine (0.5mg/kg; n = 12) or the control drug midazolam (0.045mg/kg; n = 14) during functional magnetic resonance imaging (fMRI). RSFC between amygdala and mPFC subregions, i.e., ventromedial PFC (vmPFC), dorsomedial PFC (dmPFC) and anterior-medial PFC (amPFC), was assessed at baseline and during intravenous drug infusion.Results Contrary to pre-registered predictions, ketamine did not promote a greater increase in RSFC between amygdala and mPFC subregions from baseline to infusion compared to midazolam. Instead, ketamine elicited a stronger transient decrease in vmPFC-amygdala RSFC compared to midazolam.Conclusions A dissociative drug did not increase fronto-limbic RSFC in individuals with PTSD. These preliminary experimental fndings contrast with prior correlative fndings and call for further exploration and, potentially, a more diferentiated view on the neurobiological underpinning of dissociative phenomena in PTSD.

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Research Summary of 'Effects of a dissociative drug on fronto-limbic resting-state functional connectivity in individuals with posttraumatic stress disorder: a randomized controlled pilot study'

Introduction

Dissociation involves disruptions of consciousness, memory, identity and body awareness and can occur acutely after pharmacological challenge or chronically in disorders such as posttraumatic stress disorder (PTSD). Prior observational work has linked a dissociative subtype of PTSD to a pattern of "emotion overmodulation": increased prefrontal activation and reduced limbic engagement during symptom provocation, and elevated resting-state functional connectivity (RSFC) between medial prefrontal cortex (mPFC) regions and the amygdala. However, those findings derive from group comparisons and are therefore limited in establishing causal links between dissociation and fronto-limbic connectivity. Danböck and colleagues set out to test causality by experimentally inducing dissociation with a subanesthetic ketamine infusion and measuring its acute effects on RSFC between the amygdala and mPFC subregions. The trial compared ketamine (0.5 mg/kg over 40 min) to an active control, midazolam (0.045 mg/kg over 40 min), in individuals with PTSD and primarily without chronic dissociative symptoms, with RSFC assessed at baseline and during infusion. The authors hypothesised that ketamine would produce a stronger increase in amygdala–mPFC connectivity than midazolam, consistent with the emotion overmodulation model of dissociation.

Methods

This was a double-blind, randomised, controlled pilot study embedded in a larger trial. Twenty-eight participants meeting DSM-5 criteria for PTSD were randomised to receive either ketamine or midazolam; 26 participants completed the resting-state fMRI infusion session and constitute the analysed sample (ketamine n = 12; midazolam n = 14). Key exclusion criteria included lifetime bipolar disorder, borderline personality disorder, schizophrenia or schizoaffective disorder, current psychotic symptoms, moderate-to-high recent substance use disorder, significant traumatic brain injury, dementia, current suicide risk, or acute medical illness. The study procedures were IRB-approved and participants gave written informed consent. Participants underwent a 10-minute baseline resting-state scan (9:40 min acquisition) and a 40-minute resting-state scan during the intravenous infusion. To improve comparability between baseline and infusion and to capture temporal dynamics, infusion data were analysed in 10-minute segments (first, middle, last). Four participants had deviations in infusion timing (three ketamine, one midazolam) that shortened infusion to a minimum of 30 minutes, and for one participant infusion had begun ~7 minutes before the scan; the authors retained as much data as possible by extracting the first/middle/last 10-minute segments per individual and excluding segments with partially missing data. MRI was acquired on a Siemens 3T Prisma with a 32-channel head coil. Structural MPRAGE and multiband EPI functional scans were obtained (functional: TR = 1000 ms, TE = 30 ms, 2 mm isotropic voxels). Preprocessing used FMRIPrep v1.5.8, spatial smoothing (6 mm FWHM), and voxelwise denoising via nltools: regressors included average CSF and white matter signals, framewise displacement, six motion parameters plus their squares and derivatives, identified spike regressors, and linear and quadratic trends. The first five TRs of each sequence were excluded. Time series were extracted for bilateral non-overlapping functional parcels representing amygdala, ventromedial PFC (vmPFC), dorsomedial PFC (dmPFC), and anterior-medial PFC (amPFC), derived from meta-analytic coactivation maps. Static RSFC per segment was estimated as Spearman correlations between each mPFC parcel and the amygdala, Fisher z-transformed for analysis. For descriptive purposes, dynamic RSFC was visualised using the timecorr toolbox with a Laplace kernel (width 20). Statistical analysis used Bayesian multilevel regression models (brms in R) to test whether ketamine produced a stronger change in RSFC from baseline to infusion than midazolam. Three separate Gaussian models were fit for vmPFC–amygdala, dmPFC–amygdala, and amPFC–amygdala connectivity. Predictors were group (midazolam = 0, ketamine = 1), segment (categorical: baseline, first, middle, last 10 min), and their interaction; a random intercept accounted for repeated measures within subjects. Results are reported as regression coefficients (b), 89% credible intervals (CIs), and posterior probabilities of b being greater or less than zero (PP b>0, PP b<0). The authors considered effects significant when the 89% CI did not include zero. Model convergence diagnostics indicated acceptable Rhat and effective sample size.

Results

Baseline comparisons indicated no group differences in RSFC for any of the examined mPFC–amygdala pairs. vmPFC–amygdala: Contrary to the pre-registered hypothesis, ketamine did not increase vmPFC–amygdala connectivity relative to midazolam. Instead, the ketamine group showed a greater transient decrease in vmPFC–amygdala RSFC from baseline to the middle 10-minute infusion segment compared with midazolam (interaction b = -0.14, 89% CI = [-0.26, -0.01]; PP b<0 = 96%). During that middle segment, vmPFC–amygdala RSFC was lower in the ketamine than the midazolam group (b = -0.13, 89% CI = [-0.24, -0.02]; PP b<0 = 97%). Within-group baseline-to-middle changes did not reach significance for either group (ketamine: b = -0.07, 89% CI = [-0.16, 0.02]; midazolam: b = 0.07, 89% CI = [-0.02, 0.15]). No above-threshold evidence was found for group differences in change from baseline to the first or last 10-minute infusion segments. dmPFC–amygdala: There were no notable group differences at baseline (b = 0.04, 89% CI = [-0.09, 0.18]) and no above-threshold evidence for group × segment interactions for the first, middle, or last infusion segments (first: b = -0.11, 89% CI = [-0.26, 0.05]; middle: b = -0.10, 89% CI = [-0.25, 0.05]; last: b = 0.02, 89% CI = [-0.13, 0.17]). amPFC–amygdala: Similarly, no baseline differences were observed (b = -0.03, 89% CI = [-0.19, 0.12]) and no above-threshold evidence for group differences in RSFC change from baseline to any infusion segment (first: b = 0.07, 89% CI = [-0.06, 0.19]; middle: b = -0.04, 89% CI = [-0.17, 0.08]; last: b = 0.09, 89% CI = [-0.04, 0.22]). In sum, the main measurable effect was a transient reduction in vmPFC–amygdala coupling during the middle portion of ketamine infusion relative to midazolam; other mPFC–amygdala connections showed no reliable drug-related changes.

Discussion

The authors interpret these pilot results as evidence that acute pharmacological induction of dissociation with ketamine does not produce the predicted increase in fronto-limbic RSFC associated with the dissociative PTSD subtype. Rather, ketamine produced a transient decrease in vmPFC–amygdala connectivity during the middle 10 minutes of infusion. They note that this finding contrasts with prior correlational work that associated dissociation with increased top-down (vmPFC→amygdala) connectivity and suggest several reasons for the discrepancy. One major distinction is study design: observational comparisons between individuals with and without chronic dissociative symptoms may reflect shared aetiology or consequences of prolonged dissociation, whereas an acute pharmacological manipulation may reveal transient connectivity patterns directly linked to the dissociative state as it unfolds. The authors also highlight contextual differences: naturalistic dissociation is often triggered by aversive stimuli, cognitive overload, or tiredness, and those triggers themselves can modulate fronto-limbic circuitry. A pharmacological induction isolates the drug's effects from these contextual influences, so results need not match patterns seen during real-life dissociation. Neuropharmacology offers another possible account: naturally occurring dissociation might involve opioid mechanisms whereas ketamine acts primarily via glutamatergic (NMDAR) pathways; therefore, different neurotransmitter systems could produce qualitatively different neural signatures. The authors also point out that ketamine-induced dissociation may be less intense than real-life dissociation and that standard dissociation scales might not fully capture ketamine's subjective effects. Several limitations acknowledged by the authors temper interpretation. Dissociation was not rated during or immediately after the infusion scan, so it is unclear whether the observed vmPFC–amygdala decoupling temporally coincided with subjective dissociation. Using midazolam as an active control preserves blinding but constrains conclusions to relative drug effects; an inert placebo comparator would be needed to isolate ketamine-specific changes. Blinding was not formally assessed. Baseline scans were acquired with eyes open while infusion scans were eyes closed, which could interact with drug effects even though such eye-state differences mainly affect sensory networks not studied here. The authors did not apply additional correction for multiple comparisons beyond their pre-specified tests, and the sample size was modest, limiting power and generalisability. Nonetheless, they argue that small, rigorous pharmacological neuroimaging studies can provide useful discovery data that should be followed up in larger samples. Overall, the authors conclude that fronto-limbic alterations in dissociation may be context-dependent: dissociation can be associated with either increased or decreased amygdala–prefrontal coupling depending on how the state is induced and other boundary conditions, and that prefrontal involvement in dissociative phenomena remains an important area for further study. They recommend future research comparing multiple induction methods, including behavioural and pharmacological approaches, collecting time-resolved dissociation ratings, and testing inert control conditions to delineate mechanisms and boundary conditions of dissociation in PTSD.

Conclusion

This pilot randomised-controlled study is, to the authors' knowledge, the first to examine the acute effects of ketamine on fronto-limbic RSFC in individuals with PTSD. The findings do not support the hypothesis that induced dissociation necessarily corresponds to increased prefrontal–amygdala coupling (emotion overmodulation); instead, ketamine produced a transient decrease in vmPFC–amygdala connectivity in this sample. Divergent results across studies may reflect differences in experimental design, the circumstances eliciting dissociation, or distinct neurotransmitter systems involved. The authors propose further experimental comparisons of dissociation induction methods and the inclusion of dissociation ratings to clarify mechanisms and boundary conditions.

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INTRODUCTION

Dissociation is characterized by disruptions in and fragmentation of the usually integrated functions of consciousness, memory, identity, body awareness, and perception of the self and the environment (American Psychiatric Association 2013). A well-established pharmacological manipulation of dissociation is intravenous infusion of ketamine, a non-competitive N-methyl-D-aspartate glutamate receptor (NMDAR) antagonist often coined as "dissociative drug". After initial observations of altered consciousness and awareness of the self and environment during administration of subanesthetic doses of ketamine in the 1960s, many studies in healthy and clinical populations have replicated ketamine's dissociative effects (e.g.,. The present study focuses on ketamine administered at 0.5mg/kg over 40 min, a subanesthetic dose and infusion time frequently studied in individuals with psychiatric disorders. Under these conditions, dissociation arises shortly after infusion onset and remits about 120 min later. Importantly, ketamine-induced dissociation psychometrically resembles chronic dissociative symptomsexperienced by many individuals with PTSD. Those posttraumatic dissociative symptoms have not only been linked to higher PTSD severity, chronicity, functional impairment, and suicidality, prompting the introduction of a dissociative PTSD subtype in the Diagnostic and Statistical Manual of Mental Disorders-Fifth Edition (DSM-5; American Psychiatric Association 2013), but have also been associated with a unique neural profile. While PTSD is usually characterized by emotion undermodulation mediated by limbic hyperactivation and decreased prefrontal regulation, the dissociative subtype was characterized by emotion overmodulation mediated by increased prefrontal activation and limbic hypoactivation during symptom provocation. Beyond task-based activations, the dissociative PTSD subtype was also characterized by a unique resting-state functional connectivity (RSFC) profile. In line with the emotion overmodulation model, individuals with the dissociative PTSD subtype displayed increased RSFC between amygdala and prefrontal cortex (PFC) regions in charge of emotional regulation. Moreover, directed connectivity analyses in these individuals supported a predominant "top-down" connectivity, from the ventromedial PFC (vmPFC) to the amygdala, as opposed to a more "bottom-up" connectivity in PTSD individuals without dissociative symptoms. Other studies also yielded differences between PTSD individuals with and without dissociative symptoms in whole-brain seed-based RSFC analyses using various seed regions including insula, bed nucleus of the stria terminalis, cerebellum, periaqueductal gray, vestibular nuclei, pulvinar and superior colliculi). However, as all studies were observational by nature, i.e., relied on group comparisons between individuals with and without dissociative symptoms, it is unclear whether findings are linked to the dissociation phenomenon itself or to other differences between groups like prior traumatic exposure or comorbidity. Hence, experimentally inducing dissociation in individuals with PTSD is indispensable to draw conclusions about the specificity of RSFC alterations for dissociation in this population. Here, we examined effects of ketamine, a dissociative drug, on RSFC in individuals with PTSD. Controlling for potential effects of chronic dissociative symptoms on state dissociation, our sample mainly consisted of individuals with PTSD without chronic dissociative symptoms. Participants received either ketamine (0.5mg/kg over 40 min), a drug which has previously been shown to elicit dissociation in this population at this dose and infusion time, or the control drug midazolam (0.045mg/ kg over 40 min), a benzodiazepine which has previously been used in this population at this dose and infusion time to account for subjective effects of ketamine other than dissociation (e.g., blurred vision, dry mouth, fatigue, and headache) and preserve blinding. RSFC was assessed at baseline and during intravenous drug infusion. As the fronto-limbic system has been deemed important for trauma-related dissociation during symptom provocation and at rest, we a priori restricted our analyses to the link between amygdala and mPFC (see our pre-registration:. org/ 10. 17605/ OSF. IO/ 3RFEG). Previous studies varied in their definition of examined amygdala and mPFC (sub-)regions. Hence, we decided to use non-overlapping bilateral functional parcels based on meta-analytic coactivation derived from over 10,000 studies (de lafor amygdala, vmPFC, dorsomedial PFC (dmPFC), and anterior-medial PFC (amPFC). We tentatively hypothesized that ketamine would promote a stronger increase in RSFC between amygdala and mPFC subregions from baseline to infusion than midazolam.

PARTICIPANTS

Twenty-eight participants with PTSD according to the Clinician-Administered PTSD Scale for DSM-5and currently not engaged in trauma-focused therapy were randomized to either ketamine or midazolam infusion as part of a registered double-blind clinical trial described elsewhere. Of those, 26 participants completed the ketamine (n = 12)/ midazolam (n = 14) infusion during functional MRI (fMRI) constituting the sample for the current secondary analyses (for a CONSORT flow diagram see Supplements, Figure). Sample characteristics are displayed in Table. Exclusion criteria included lifetime bipolar disorder, borderline personality disorder, obsessive-compulsive disorder, schizophrenia or schizoaffective disorder, or current psychotic symptoms assessed by the Structured Clinical Interview for DSM-IV. Moreover, no participants with dementia, current suicide risk, moderate-to-high severity of substance use disorder (in the three months prior to randomization), history of mild-to-severe traumatic brain injury, or acute medical illness were included in the trial. The authors assert that all procedures contributing to this work comply with the ethical standards of the relevant national and institutional committees on human experimentation and with the Helsinki Declaration of 1975, as revised in 2008. All procedures involving human subjects were approved by the Yale University Institutional Review Board (IRB). Written informed consent was obtained from all participants.

PROCEDURE

Embedded in a larger study protocol described elsewhere, participants completed a 10-min baseline resting-state scan (9:40 min of actual acquisition) and a 40-min resting-state scan during ketamine (0.5mg/kg) or midazolam (0.045mg/kg) infusion. Overall, analyses were performed on 10-min time segments, to increase comparability between baseline and infusion data and to take into account dynamic changes during infusion. Due to technical problems, the infusion rate was higher and thus infusion was completed earlier for four subjects (ketamine: n = 3, midazolam: n = 1) with a minimum infusion duration of 30 min. Moreover, infusion started approximately 7 min before the infusion resting-state scan for one subject (midazolam: n = 1), which is why infusion data was missing for the first 7 min of infusion for this subject. To deal with these divergences, we opted for an approach preserving as much data as possible while ensuring comparability of infusion data between subjects: using the first, the middle and the last 10-min segment of each participant's individual infusion time and only excluding those segments for which data was partially not obtained (i.e., the first 10 min of the one subject of whom a substantial amount of the first 10 min of infusion were not recorded).

MRI DATA ACQUISITION AND PREPROCESSING

MRI data were collected with a Siemens 3T Prisma scanner with a 32-channel receiver array head coil. High-resolution structural images were acquired by Magnetization-Prepared Rapid Gradient-Echo (MPRAGE) imaging (TR = 1.9 s, TE = 2.77 ms, TI = 900 ms, flip angle = 9°, 176 sagittal slices, voxel size = 1 ×1 × 1 mm, 256 × 256 matrix in a 256-mm FOV). Functional MRI scans were acquired using a multiband Echo-planar Imaging (EPI) sequence (multi-band factor = 4, TR = 1000 ms, TE = 30 ms, flip angle = 60°, voxel size = 2 × 2 × 2 mm 3 , 60 2-mm-thick slices, in-plane resolution = 2 × 2 mm 2 , FOV = 220 mm). After preprocessing using FMRIPrep version 1.5.8, we smoothed the data (fwhm = 6 mm) and performed voxelwise denoising using nltools (. com/ cosan lab/ nltoo ls). Specifically, we regressed out the following parameters: average cerebral spinal fluid activity, white matter signal, framewise displacement, six rotation and translations parameters, their squares, derivatives, and squared derivatives, dummy coded spikes identified from global signal and frame differencing outliers (defined as greater than three SDs above the mean), and linear and quadratic trends. We excluded the first five TRs of both the baseline and the infusion sequence and performed the analyses on the remaining time series.

PARCELLATION AND RSFC ESTIMATES

We extracted vmPFC, dmPFC, amPFC, and amygdala time series using a set of non-overlapping, bilateral parcels (ifiers. org/ neuro vault. colle ction: 2099) that have been created based on meta-analytic coactivation in over 10,000 published studies available in the Neurosynth database (de la. For statistical analyses, we computed (static) RSFC estimates per segment (baseline; first, middle, and last 10 min of infusion). Specifically, we calculated Spearman correlations between vmPFC-amygdala, dmPFC-amygdala, and amPFC-amygdala time series for all segments of interest and standardized them using a Fisher z-transformation. For descriptive purposes, we also computed and plotted timepoint-by-timepoint (i.e., dynamic) RSFC estimates using a computational approach developed by. We used the python-based toolbox timecorr provided by the authors and a Laplace kernel with a width of 20 which has demonstrated good performance in detecting true correlations across 100 synthetic datasets for a variety of time-dependent correlation changes (e.g., stable correlations over time, smoothly varying correlations, event-based varying correlations;.

STATISTICAL ANALYSES

Using the Stan-based package brms) in R 4.0.3 (R Core Team 2020), we computed Bayesian multilevel regression models to assess whether ketamine causes a stronger increase in RSFC from baseline to infusion between the amygdala and mPFC regions than midazolam. We calculated three separate models with (1) vmPFC-amygdala, (2) dmPFC-amygdala, and (3) amPFCamygdala RSFC fitted with Gaussian distributions as outcomes. As predictors, we entered group and segment as dummy coded variables (group: midazolam = 0, ketamine = 1; segment: baseline = 0, first 10 min of infusion = 1, middle 10 min of infusion = 2, last 10 min of infusion = 3), as well as the interaction between group and segment. Segment was entered as a categorical variable as descriptive inspection of RSFC estimates denoted a nonlinear development of RSFC over time. We accounted for the four repeated measurements per subject by including a random intercept into each model. We report regression coefficients (bs) and, as recommended, 89% credible intervals (CIs), i.e., Bayesian confidence intervals, for group differences in RSFC at baseline and for group × segment interactions (i.e., group differences in RSFC changes from baseline to the first, middle, and last 10 min of infusion). Additionally, we report the posterior probability of each coefficient being greater (PP b>0 ) and smaller (PP b<0 ) than zero, i.e., the percentage of posterior draws being greater/smaller than zero. Effects were considered significantly different from zero if the estimate's 89%CIs did not include zero. For significant interactions, we also report bs and 89%CIs for within-group changes from baseline to the respective infusion segment and for within-segment differences between groups. We used weakly or non-informative default priors of brms whose influence on results is negligible. All Bayesian multilevel regression models converged as indicated by common algorithms-agnostic) and algorithm-specific diagnostics. There were no divergent transitions (Rhat < 1.01 and ESS > 400) for all relevant parameters.

DID KETAMINE INCREASE VMPFC-AMYGDALA RSFC?

Effects of group and segment on vmPFC-amygdala RSFC are illustrated in Fig.. Groups did not differ in vmPFCamygdala RSFC during baseline (b = 0.00, 89%CI =, PP b>0 = 51%, PP b<0 = 49%). Contrary to our predictions, our data showed no above-threshold evidence for group differences in the change of vmPFCamygdala connectivity from baseline to the first 10 min of infusion (b = -0.12, 89%CI = [-0.25, 0.00], PP b>0 = 6%, PP b<0 = 94%) and the last 10 min of infusion (b = 0.01, 89%CI = [-0.11, 0.14], PP b>0 = 57%, PP b<0 = 43%). However, ketamine was associated with a larger reduction in vmPFC-amygdala RSFC from baseline to the middle 10 min of infusion compared to midazolam (b = -0.14, 89%CI = [-0.26, -0.01], PP b>0 = 4%, PP b<0 = 96%). Specifically, while ketamine and midazolam did not differ in vmPFC-amygdala RSFC at baseline (b = 0.00, 89%CI =, PP b>0 = 51%, PP b<0 = 49%), ketamine was associated with lower vmPFC-amygdala RSFC than midazolam during the middle 10 min of infusion (b = -0.13, 89%CI = [-0.24, -0.02], PP b>0 = 3%, PP b<0 = 97%). Within-group changes from baseline to the middle 10 min of infusion did not reach significance (ketamine: b = -0.07, 89%CI = [-0.16, 0.02], PP b>0 = 12%, PP b<0 = 88%; midazolam: b = 0.07, 89%CI = [-0.02, 0.15], PP b>0 = 90%, PP b<0 = 10%).

DID KETAMINE INCREASE DMPFC-AMYGDALA RSFC?

Groups did not differ in dmPFC-amygdala RSFC during baseline (b = 0.04, 89%CI = [-0.09, 0.18], PP b>0 = 71%, PP b<0 = 29%). Contrary to our predictions, our data showed no above-threshold evidence for group differences in the change of dmPFC-amygdala RSFC from baseline to the first (b = -0.11, 89%CI = [-0.26, 0.05], PP b>0 = 13%, PP b<0 = 87%), the middle (b = -0.10, 89%CI = [-0.25, 0.05], PP b>0 = 13%, PP b<0 = 87%), and the last (b = 0.02, 89%CI = [-0.13, 0.17], PP b>0 = 59%, PP b<0 = 41%) 10 min of infusion (see Supplements, Figure).

DID KETAMINE INCREASE AMPFC-AMYGDALA RSFC?

Groups did not differ in amPFC-amygdala RSFC during baseline (b = -0.03 , 89%CI = [-0.19, 0.12], PP b>0 = 36%, PP b<0 = 64%). Contrary to our predictions, our data showed no above-threshold evidence for group differences in the change of vmPFC-amygdala RSFC from baseline to the first (b = 0.07, 89%CI = [-0.06, 0.19], PP b>0 = 80%, PP b<0 = 20%), the middle (b = -0.04, 89%CI = [-0.17, 0.08], PP b>0 = 29%, PP b<0 = 71%), and the last (b = 0.09, 89%CI = [-0.04, 0.22], PP b>0 = 86%, PP b<0 = 14%) 10 min of infusion (see Supplements, Figure).

DISCUSSION

The present randomized-controlled pilot study examined effects of ketamine, a dissociation-inducing drug, on mPFC-amygdala RSFC in individuals with PTSD. Contrary to our pre-registered hypotheses, individuals who received ketamine did not show a stronger increase in RSFC between amygdala and mPFC subregions from baseline to infusion than individuals who received the control drug midazolam. Instead, our data suggest that ketamine even promoted a greater decrease in vmPFC-amygdala RSFC from baseline to the middle 10 min of infusion compared to midazolam. These preliminary experimental findings contrast with previous theoretical and (correlative) empirical work on the association between dissociation and fronto-limbic RSFC in PTSDand call for further exploration, and potentially, a more differentiated view. Initial observations of increased (top-down) fronto-limbic RSFC in individuals with the dissociative subtype of PTSDhave supported the idea that dissociation can be conceptualized as enhanced downregulation of negative emotions, i.e., emotion overmodulation. However, a recent large study (N = 145) did not link persistent dissociation two weeks post trauma to fronto-limbic RSFC). Consistent with these findings, we did not observe increased fronto-limbic RSFC during infusion of a dissociative drug in individuals with PTSD. Instead, our study even linked dissociative drug infusion to a greater transient decrease in fronto-limbic RSFC. This decrease was observed specifically for the vmPFC, a region substantially involved in implicit emotion regulation, i.e., emotion regulation automatically evoked by a stimulus, running without conscious monitoring, and potentially happening without insight and awareness (e.g., inhibition of fear;. However, it was not observed in two other regions of the mPFC: the dmPFC, a region linked to more explicit emotion regulation strategies (e.g., reappraisal;, and the amPFC, a region associated with evaluative judgment and self-referential processes. The observed decrease in vmPFC-amygdala coupling might thus denote that acute dissociation can, under specific circumstances, be coupled with deficient implicit emotion regulation, for instance, with deficient fear inhibition. The observed decoupling seems to be strongest in the middle 10 min of infusion, i.e., starting 10 to 15 min after infusion onset. Previous ketamine infusion studies reported the experience of dissociation within 30 min after infusion onsetwhich is why, in our case, in the absence of dissociation rating data, it is unclear whether the observed decoupling might precede or accompany ketamineinduced dissociation experience. By pharmacologically manipulating dissociation, our study adds a new angle to the understanding of the link between dissociation and fronto-limbic RSFC in PTSD. However, as our study extends previous work in various aspects, we cannot yet determine why exactly our results deviate from previous findings. One essential advantage differentiating the current from previous studies is the study design. Previous correlative findingsmight have been driven by shared etiology (e.g., early lifetime adversities) of dissociation and maladaptive emotion regulation strategies like emotional suppressionand the link between emotional suppression and increased fronto-limbic RSFC. Moreover, previous studies) might as well have captured a RSFC pattern resulting from the chronic experience of dissociative symptoms, i.e., the repeated and prolonged occurrence of dissociative symptoms for at least one month, which defines the dissociative PTSD subtype (American Psychiatric Association 2013). The RSFC under this condition does not necessarily resemble the RSFC pattern during acute dissociation. In contrast, our experimental findings could have captured a transient connectivity pattern causally linked to dissociation itself as it unfolds. To examine whether our findings denote a causal relation between decreased frontolimbic connectivity and dissociation (and not our specific dissociation induction method), future studies might employ other dissociation induction methods like mirror gazing, hypnosis, or inducedcatalepsy) and try to weigh in our findings. This study also differs from others in the circumstances under which dissociation was observed. Here, we employed a dissociative drug to examine RSFC alterations independently from circumstances accompanying naturally occurring dissociation. In contrast, in previous observational studies), real-life triggers of dissociation, like aversive (traumarelated) stimuli, cognitive overstimulation, and tiredness, might have driven dissociative responding. As those real-life triggers may themselves affect the fronto-limbic system, they might account for heterogenous findings on fronto-limbic connectivity during dissociation. Future studies might therefore compare effects of artificial pharmacological and behavioral manipulations of dissociation) to effects of real-life triggers of dissociation) on frontolimbic coupling. If fronto-limbic connectivity turns out to be differentially affected by the circumstances under which dissociation emerges, dissociation might be conceptualized independently from its complex relationship with emotion and emotion regulation. Last, it could also be that diverging findings are related to different neurotransmitter systems involved in ketamineinduced and naturally occurring dissociation. As Salvia divinorum, an opioid receptor agonist, has been shown to produce an altered state of consciousness similar to dissociative symptoms, it has been argued that naturally occurring dissociation could be mediated by the opioid system. In contrast, ketamine-induced dissociation might, similarly to ketamine-induced psychotic symptoms, be mediated by glutamatergic dysfunction. To examine pharmacological models of trauma-related dissociation, subjective qualities of ketamine/ opioid-induced dissociation and naturally occurring dissociation need to be compared. Initial findings indicate that dissociative states induced by ketamine and other NMDAR antagonists) psychometrically resemble dissociative states experienced by individuals with trauma-related psychopathology. However, ketamine-induced dissociation seems to be less intense) than real-life dissociation in trauma-exposed populations, and qualitative interviews suggest that ketamine's psychoactive effects might not be fully captured by standard dissociation measures. Hence, in sum, there is some, albeit preliminary, evidence supporting a glutamatergic model of dissociation, while the field is still awaiting investigations on the opioid model. Altogether, evidence on the relationship between dissociation and fronto-limbic RSFC is mixed, including positive, no; the present study), and negative associations (the present study). Interestingly, this picture converges with recent studies examining limbic activation during emotional tasksand not being able to replicate the previously shown link between dissociation and decreased limbic activation). Together, recent findings might imply that alterations in the fronto-limbic circuitry are highly context-dependent) which limits their potential as neural markers of trauma-related dissociation. However, it is worth noting that, while findings regarding fronto-limbic circuitry and limbic activation appear to be quite inconclusive, evidence for the general involvement of prefrontal regions in dissociation seems to accumulate (as also reviewed by. Interestingly, this also converges with initial studies pointing towards effects of ketamine, a dissociationinducing-drug, on prefrontal global functional connectivity; but see also, stressing the potential of an in-depth exploration of prefrontal alterations during acute dissociative states. In a similar vein, recent work has already started to explore the relationship of dissociation with alterations in neural networks related to consciousness, awareness of the bodily self, proprioception, and interoceptive awareness) which might inform an updated conceptualization of dissociation in PTSD. Despite the promising nature of the current preliminary findings, several limitations of the current work should be noted. First, we did not assess dissociation experience during or directly after the infusion taking place in the fMRI. However, a large body of studies has documented ketamine's dissociative effect in healthy and clinical populations) with many studies employing a similar ketamine dose and infusion time (i.e., 0.5mg/kg over 40min) in similar populations (i.e., individuals with PTSD and/or depression;. Nevertheless, future studies might include dissociation ratings at 10, 20, and 30 min after infusion onset to determine the temporal dynamics of RSFC alterations and level of reported dissociation and explore alternative explanations for the present findings. Second, we chose midazolam, an active psychotropic drug as control condition to account for unspecific behavioral effects of ketamine (e.g., blurred vision, drymouth, fatigue, and headache) and preserve blinding. This limits our conclusions to the relative effects of ketamine and midazolam. Based on the present data (i.e., the respective posterior probabilities), it appears likely that both ketamine and midazolam have contributed to the present findings, with only the contribution of ketamine being the focus of the present study. Future studies might follow-up on this specific effect by comparing ketamine infusion to an inert control condition. Third, we did not assess blinding. However, we deem it unlikely that the subject's potential capacity to guess which drug they were assigned to affects our RSFC findings. Fourth, while the infusion resting-state data were collected with eyes closed (as recommended for psychedelic resting-state neuroimaging;, baseline data were acquired with eyes open. However, differences between eyes open and eyes closed conditions in RSFC have mainly been found for visual, auditory, and sensorimotor networkswhich were not examined within the present study. Nevertheless, we encourage future studies to also collect baseline data with eyes closed to rule out interactions between eye closure and drug type. Fifth, as our analysis was specific and limited to the three hypotheses tested, we did not employ an additional correction for multiple comparisons. Last, due to the high costs and intricate complexities of pharmacological fMRI studies in clinical populations, our sample size was relatively small. Nevertheless, as also recently pointed out by, small-sample neuroimaging should not be underestimated in the context of complex and hard to conduct studies and experimental interventions, as efficient discovery might involve numerous smaller studies using rigorous methods and scaling up promising results to larger samples. In this vein, future work might weigh in the findings of our initial discovery study in further smaller and larger studies in other subsamples of the PTSD population.

CONCLUSION

To the best of our knowledge, the present pilot study was the first randomized-controlled study examining effects of ketamine, a dissociative drug, on fronto-limbic RSFC in individuals with PTSD. Altogether, our findings suggest that dissociation may not necessarily include downregulation of negative emotions mediated by fronto-limbic hyperconnectivity (emotion overmodulation). Instead, it might, in some instances, also include deficient emotion regulation mediated by fronto-limbic hypoconnectivity. Diverging findings might result from different designs, different circumstances under which dissociation arises, or from different neurotransmittersystems involved. Future studies might therefore expand on the observational studies examining the dissociative subtype of PTSD and compare a broad range of experimental dissociation induction methods along with dissociation ratings to provide novel insights into the mechanisms and boundary conditions of dissociation in PTSD.

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