Ketamine-Induced Unresponsiveness Shows a Harmonic Shift from Global to Localised Functional Organisation.
Van Maldegem, M.; Vohryzek, J.; Atasoy, S.; Alnagger, N.; Cardone, P.; Bonhomme, V.; Vanhaudenhuyse, A.; Demertzi, A.; Jaquet, O.; Bahri, M. A.; Kringelbach, M. L.; Stamatakis, E. A.; Luppi, A. I.
Show abstract
Ketamine is classified as a dissociative anaesthetic that, in sub-anaesthetic doses, can produce an altered state of consciousness characterised by dissociative symptoms, visual and auditory hallucinations, and perceptual distortions. Given the anaesthetic-like and psychedelic-like nature of this compound, it is expected to have different effects on brain dynamics in anaesthetic doses than in low, sub-anaesthetic doses. We investigated this question using connectome harmonic decomposition (CHD), a recently developed method to decompose brain activity in terms of the network organisation of the underlying human structural connectome. Previous research using this method has revealed connectome harmonic signatures of consciousness and responsiveness, with increased influence of global network structure in disorders of consciousness and propofol-induced sedation, and increased influence of localised patterns under the influence of classic psychedelics and sub-anaesthetic doses of ketamine, as compared to normal wakefulness. When we applied the CHD analytical framework to resting-state fMRI data of volunteers during ketamine-induced unresponsiveness, we found increased prevalence of localised harmonics, reminiscent of altered states of consciousness. This is different from traditional GABAergic sedation, where instead the prevalence of global rather than localised harmonics seems to increase with higher doses. In addition, we found that ketamines harmonic signature shows higher alignment with those seen in LSD- or psilocybin-induced psychedelic states than those seen in unconscious individuals, whether due to propofol sedation or brain injury. Together, the results indicate that ketamine-induced unresponsiveness, which does not necessarily suppress conscious experience, seems to influence the prevalence of connectome harmonics in the opposite way compared to GABAergic hypnotics. We conclude that the CHD framework offers the possibility to track alterations in conscious awareness (e.g., dreams, sensations) rather than behavioural responsiveness - a discovery made possible by ketamines unique property of decoupling these two facets.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Serotonergic psychedelic drugs LSD and psilocybin reduce the hierarchical differentiation of unimodal and transmodal cortex 96%
- Hierarchical disruption in the cortex of anesthetized monkeys as a new signature of consciousness loss 96%
- Muting, not fragmentation, of functional brain networks under general anesthesia 96%
Similar papers in this journal
- Flicker light stimulation induces thalamocortical hyperconnectivity with LGN and higher-order thalamic nuclei 96%
- Spine-Prints: Transposing Brain Fingerprints to the Spinal Cord 96%
- Dynamic medial parietal and hippocampal deactivations under DMT relate to sympathetic output and altered sense of time, space, and the self 95%
Similar papers in this journal
- The unique neural signature of your trip: Functional connectome fingerprints of subjective psilocybin experience 96%
- Multi-timescale hybrid components of the functional brain connectome: A bimodal EEG-fMRI decomposition 96%
- Transcranial ultrasound stimulation effect in the redundant and synergistic networks consistent across macaques 96%
Similar papers in this journal
- Structural control energy of resting-state functional brain states reveals inefficient brain dynamics in psychosis vulnerability. 96%
- The Role of the Dorsolateral Prefrontal Cortex in Ego Dissolution and Emotional Arousal During the Psychedelic State 96%
- Maximizing Dissimilarity in Resting State detects Heterogeneous Subtypes in Healthy population associated with High Substance-Use and Problems in Antisocial Personality 95%
Similar papers in this journal
- Dynamical structure-function correlations provide robust and generalizable signatures of consciousness in humans 97%
- Psychedelic Concentrations of Nitrous Oxide Reduce Functional Differentiation in Frontoparietal and Somatomotor Cortical Networks 96%
- Time-resolved network control analysis links reduced control energy under DMT with the serotonin 2a receptor, signal diversity, and subjective experience. 96%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.