Neuroimaging correlates and predictors of response to repeated-dose intravenous ketamine in PTSD: preliminary evidence
Agnes Norbury, Sarah B. Rutter, Abigail B. Collins, Sara Costi, Manish K. Jha, Sarah R. Horn, Marin Kautz, Morgan Corniquel, Katherine A. Collins, Andrew M. Glasgow, Jess Brallier, Lisa M. Shin, Dennis S. Charney, James W. Murrough, Adriana Feder
medRxiv Preprint Server April 10, 2021 preprint DOI: 10.1101/2021.04.10.21255127 via medRxiv
Summary
AI-generated from the abstractIn a small randomized clinical trial, repeated doses of ketamine improved PTSD symptoms more than midazolam. Brain scans showed that symptom improvement was linked to increased communication between the ventromedial prefrontal cortex and amygdala when viewing emotional faces, especially in those who received ketamine. Ketamine-related improvement was also predicted by decreased activity in the dorsal anterior cingulate during emotional conflict and increased resting-state connectivity between the ventromedial prefrontal cortex and anterior insula. Further analysis indicated that ketamine specifically strengthened the prefrontal cortex's ability to inhibit amygdala responses to threatening social cues, suggesting a normalization of brain circuits involved in fear regulation.
Study at a glance
| Characteristics | Randomized clinical trial Preregistered |
|---|---|
| Sample size | 21 |
| Population | Participants with post-traumatic stress disorder (PTSD) |
| Interventions | intravenous ketamine midazolam |
| Topics | Psychedelic-assisted therapy PTSD |
| Keywords | Mental health condition Ketamine therapy Ketamine treatment |
| Citations | 1 |
| Key finding | Improvements in PTSD symptoms under ketamine were associated with increased functional connectivity between the ventromedial prefrontal cortex and amygdala during emotional face-viewing, reflecting normalization of prefrontal control over amygdala responses to threat. |
Abstract
Promising initial data indicate that the glutamate N-methyl-D-aspartate (NMDA) receptor antagonist ketamine may be beneficial in post-traumatic stress disorder (PTSD). Here, we explore the neural correlates of ketamine-related changes in PTSD symptoms, using a rich battery of functional imaging data (two emotion-processing tasks and one task-free scan), collected from a subset of participants of a randomized clinical trial of repeated-dose intravenous ketamine vs midazolam (total N=21). In a pre-registered analysis, we tested whether changes in an a priori set of imaging measures from a target neural circuit were predictive of improvement in PTSD symptoms, using leave-one-out cross-validated elastic-net regression models (regions of interest in the target circuit consisted of the dorsal and rostral anterior cingulate cortex, ventromedial prefrontal cortex, anterior hippocampus, anterior insula, and amygdala). Improvements in PTSD severity were associated with increased functional connectivity between the ventromedial prefrontal cortex (vmPFC) and amygdala during emotional face-viewing (change score retained in model with minimum predictive error in left-out subjects, standardized regression coefficient [β]=2.90). This effect was stronger in participants who received ketamine compared to midazolam (interaction β=0.86), and persisted following inclusion of concomitant change in depressive symptoms in the analysis model (β=0.69). Improvement following ketamine was also predicted by decreased dorsal anterior cingulate activity during emotional conflict regulation, and increased task-free connectivity between the vmPFC and anterior insula (βs=-2.82, 0.60). Exploratory follow-up analysis via dynamic causal modelling revealed that whilst improvement in PTSD symptoms following either drug was associated with decreased excitatory modulation of amygdala→vmPFC connectivity during emotional face-viewing, increased top-down inhibition of the amygdala by the vmPFC was only observed in participants who improved under ketamine. Individuals with low prefrontal inhibition of amygdala responses to faces at baseline also showed greater improvements following ketamine treatment. These preliminary findings suggest that, specifically under ketamine, improvements in PTSD symptoms are accompanied by normalization of hypofrontal control over amygdala responses to social signals of threat.