Computational modelling of EEG and fMRI paradigms reveals a consistent loss of pyramidal cell synaptic gain in schizophrenia — Rick A. Adams (2021) | RDL Network
Computational modelling of EEG and fMRI paradigms reveals a consistent loss of pyramidal cell synaptic gain in schizophrenia
Preprint 2021 en
Authors
RA
Rick A. Adams
DP
Dimitris A. Pinotsis
KT
Konstantinos Tsirlis
Abstract
1 min read
Abstract Diminished synaptic gain – the sensitivity of postsynaptic responses to neural inputs – may be a fundamental synaptic pathology in schizophrenia. Evidence for this is indirect, however. Furthermore, it is unclear whether pyramidal cells or interneurons (or both) are affected, or how these deficits relate to symptoms. Participants with schizophrenia (Scz, n=108), their relatives (n=57), and controls (n=107) underwent three electroencephalography paradigms – resting, mismatch negativity, and 40 Hz auditory steady-state response – and resting functional magnetic resonance imaging. Dynamic causal modelling was used to quantify synaptic connectivity in cortical microcircuits. Across all four paradigms, characteristic Scz data features were best explained by models with greater self-inhibition (decreased synaptic gain), in pyramidal cells. Furthermore, disinhibition in auditory areas predicted abnormal auditory perception (and positive symptoms) in Scz, in three paradigms. Thus, psychotic symptoms of Scz may result from a downregulation of inhibitory interneurons that may compensate for diminished postsynaptic gain in pyramidal cells.
Rick A. Adams, Dimitris A. Pinotsis, Konstantinos Tsirlis, Leonhardt Unruh, Aashna Mahajan, Ana Montero Horas, Laura Convertino, Ann Summerfelt, Hemalatha Sampath, Xiaoming Du, Peter Kochunov, Jie Lisa Ji, Grega Repovš, John D. Murray, Karl Friston, L. Elliot Hong, Alan Anticevic
Julia Rodriguez-Sanchez, Daniel J. Hauke, Dimitris A. Pinotsis, Lioba C S Berndt, Hope Oloye, Spero Nicholas, Holly Hamilton, Brian J. Roach, Peter Bachman, Ayşenil Belger, Ricardo E. Carrión, Erica Duncan, Jason Johannesen, Gregory A. Light, Margaret Niznikiewicz, Karl Friston, Jean Addington, Carrie E. Bearden, Kristin S. Cadenhead, Diana O. Perkins, Elaine F. Walker,
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