Abbreviations: N-methyl-D-aspartate (NMDA), gamma-aminobuyric acid (GABA), α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid (AMPA).
Model population abbreviations:
Population nameAbbrv. Superficial layer pyramidal (L2/3) SP Superficial layer interneuron (L2/3) SI Spiny Stellate (Layer 4) SS Deep layer pyramidal (Layer 5) DP Deep layer interneuron (Layer 5) DI Thalamic projection pyramidal (Layer 6) TP Thalamic Reticular RT Thalamic Relay RL Abstract Cortical recordings of task-induced oscillations following subanaesthetic ketamine administration demonstrate alterations in amplitude, including increases at high-frequencies (gamma) and reductions at low frequencies (theta, alpha). To investigate the population-level interactions underlying these changes, we implemented a thalamo-cortical model capable of recapitulating broadband spectralresponses. Compared with placebo, ketamine was found to increase the decay rate of NMDA receptor currents, decrease the decay rate of GABA-B receptor currents, but had no effect on AMPA or GABA-A currents. Furthermore, ketamine decreased the inhibitory self-modulation of superficial pyramidal populations, increased the inhibitory self-modulation of inhibitory interneurons and increased the strength of the cortico-thalamic projection from layer 6 into thalamus. In-silico rectification of each of these parameters to their placebo state revealed the accompanying spectral changes. Similar broadband effects were demonstrated for the NMDA constant and intrinsic connectivity changes, whereby rectification resulted in normalising the amplitude of alpha (increased) and gamma (decreased). While supporting theories of superficial pyramidal disinhibition following ketamine administration, our results suggest a role for altered cortico-thalamic connectivity relevant to understanding ketamine induced cortical responses and potentially identifies a system-level mechanism contributing to its antidepressant effects.
Sample characteristicsDetails of the sample and procedures of this study have been reported previously, see Shaw et al 2015 11 . Twenty healthy (American Society of Anaesthesiologists, physical status Class 1), nonsmoking, male volunteers with a BMI of 18-30 kg/m 2 and aged between 18 -45 took part in the study.All subjects gave informed consent, with experimental procedures approved by the UK National Research Ethics Service in South East Wales. Subjects were screened for personal history of neurological or psychiatric disease by the Mini International Neuropsychiatric Interview 34 . Exclusion criteria further included contraindications to MEG or magnetic resonance imaging (MRI), and selfreported needle phobia. Visual paradigm Subjects were presented with an annular, stationary, square-wave visual grating of spatial frequency 3 cycles per degree on a mean luminance background. Gratings were displayed 150 times, with 75 at 100% contrast and 75 at 75% contrast 35 . Grating visual angle was 8º. Subjects were instructed to focus on a small, red, continually displayed dot at the centre o...