Baseline Mismatch Negativity Amplitude Predicts Direction and Magnitude of Ketamine Effect in Healthy Volunteers -- A ''Disordinal '' Effect
Cecchi, M.; Johannesen, J.; Farley, B.; Quirk, M. C.; Mahmoud-Zadeh, M.; Uslaner, J. M.; Terry-Lorenzo, R.; Smith, D. G.; Ruhl, D. A.; Rotte, M.; Reese, A. L.; O'Donnell, P.; Mollon, J. E.; Missling, C.; Matsuoka, Y.; Marino, M.; Lee, S.; Korolev, I. O.; Klamer, D.; Jeong, A.; Honda, S.; Fadem, K. C.; Doherty, J.; Cohen, E. A.; Christensen, S.; Chadchankar, H.; Buhl, D. L.; Adachi, M.; D'Souza, D. C.; Hamilton, H. K.; Ranganathan, M.; Roach, B. J.; Ereshefsky, L.; Walling, D. P.; Potter, W. Z.; Javitt, D. C.; Mathalon, D. H.
Show abstract
BackgroundMismatch negativity (MMN) is a component of the auditory event-related potential (ERP) that is elicited during a passive oddball paradigm where task-irrelevant infrequent deviants are presented in a stream of more frequent standard stimuli. MMN is believed to index a pre-attentive stage of auditory information processing closely linked to N-methyl-D-aspartate receptors (NMDAR). Ketamine is thought to act primarily as an NMDAR antagonist, has been used in clinical trials to model the symptoms of schizophrenia and is increasingly used in the clinic to treat depression. Various studies have reported that ketamine reduces MMN amplitude which, in turn, might reflect reduced function of NMDAR-mediated neurotransmission. Nonetheless, there is growing evidence showing MMN amplitude either having high variability or, paradoxically, moving in the opposite direction after ketamine in different individuals. MethodsIn here, we analyzed results from three independent ERP studies to test the hypothesis of a cross-over interaction ("disordinal" drug effect) between the duration-deviant MMN at baseline (without ketamine) and the direction and magnitude of the ketamine effect. To rule out regression to the mean (RTM), a statistical phenomenon that may also partially explain this cross-over interaction, we separately estimated RTM using a drug-free test-retest study. ResultsOur results are the first to statistically demonstrate the existence of a disordinal drug response to ketamine, where the direction and magnitude of ketamine-induced changes in MMN amplitude can be predicted by baseline MMN amplitude. ConclusionsThese new insights may contribute to novel precision medicine approaches to treatment of CNS disorders.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Amphetamine alters an EEG marker of reward processing in humans and mice 93%
- Effects of Repeated Treatment with Monoamine-Transporter-Inhibitor Antidepressants on Pain-Related Depression of Intracranial Self-Stimulation in Rats 92%
- The acute effects of cannabidiol on emotional processing and anxiety: a neurocognitive imaging study 92%
Similar papers in this journal
- Low dose oral ketamine treatment on post-traumatic stress disorder (PTSD) (OKTOP): An open-label pilot study 94%
- Effects of cannabis use on antidepressant treatment response to repetitive transcranial magnetic stimulation and ketamine 94%
- Comparative analysis of anticholinergic burden scales to explain iatrogenic cognitive impairment and self-reported side effects in the euthymic phase of bipolar disorders: results from the FACE-BD cohort 91%
Similar papers in this journal
- Early visual processing as a marker of disease, not vulnerability: Event-related potential (ERP) evidence from 22q11.2 deletion syndrome, a population at high risk for schizophrenia 92%
- The efficacy of transcranial magnetic stimulation (TMS) for negative symptoms in schizophrenia: A systematic review and meta-analysis 92%
- Mediation and Longitudinal Analysis to interpret the association between clozapine pharmacokinetics, pharmacogenomics, and absolute neutrophil count 91%
Similar papers in this journal
- Durability of the Benefit of Vagus Nerve Stimulation in Markedly Treatment-Resistant Major Depression: A RECOVER Trial Report 92%
- Transcranial random noise stimulation for the acute treatment of depression: a randomized-controlled trial 92%
- Depressive-like behaviors induced by somatostatin-positive GABA neuron silencing are rescued by alpha 5 GABA-A receptor potentiation 90%
Similar papers in this journal
- Sequential Bilateral Accelerated Theta Burst Stimulation in Adolescents With Suicidal Ideation Associated With Major Depressive Disorder: Protocol for a Randomized Controlled Trial 94%
- Trace amine-associated receptor gene polymorphism increases drug craving 92%
- Longer chronic cannabis use in humans is associated with impaired implicit motor learning and supranormal resting state cortical activity 92%
"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.