Local activity alterations in autism spectrum disorder correlate with neurotransmitter properties and ketamine induced brain changes.
Pascal Grumbach, Jan Kasper, Joerg F Hipp, Anna Forsyth, Sofie L Valk, Suresh Muthukumaraswamy, Simon B Eickhoff, Leonhard Schilbach, Juergen Dukart
medRxiv : the preprint server for health sciences October 21, 2024 preprint DOI: 10.1101/2024.10.20.24315801 via PubMed
Summary
AI-generated from the abstractAutism spectrum disorder involves altered resting-state brain function, and an imbalance between excitation and inhibition is a proposed mechanism. In two large independent cohorts, individuals with autism consistently showed reduced local brain activity in default mode network nodes and increased activity in temporal regions, cerebellum, and brainstem. These activity changes spatially overlapped with multiple neurotransmitter systems, including dopamine, glutamate, GABA, and acetylcholine. The NMDA-antagonist ketamine, but not the GABA-potentiator midazolam, induced activity changes resembling those seen in autism, suggesting that pharmacologically shifting the excitation-inhibition balance can mimic autism-related brain alterations.
Study at a glance
| Characteristics | Observational cohort |
|---|---|
| Sample size | 878 |
| Population | Individuals with autism spectrum disorder and neurotypical controls from ABIDE1 and ABIDE2 cohorts |
| Interventions | midazolam ketamine |
| Keywords | Neuroscience Autism spectrum disorders Brain chemistry Neurotransmitters Ketamine research |
| Citations | 1 |
| Key finding | Reduced local brain activity in default mode network nodes and increased activity in temporal regions, cerebellum, and brainstem in autism co-localized with multiple neurotransmitter systems, and ketamine-induced changes resembled these alterations. |
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental condition associated with altered resting-state brain function. An increased excitation-inhibition (E/I) ratio is discussed as a potential pathomechanism but in-vivo evidence of disturbed neurotransmission underlying these functional alterations remains scarce. We compared rs-fMRI local activity (LCOR) between ASD (N=405, N=395) and neurotypical controls (N=473, N=474) in two independent cohorts (ABIDE1 and ABIDE2). We then tested how these LCOR alterations co-localize with specific neurotransmitter systems derived from nuclear imaging and compared them with E/I changes induced by GABAergic (midazolam) and glutamatergic medication (ketamine). Across both cohorts, ASD subjects consistently exhibited reduced LCOR, particularly in higher-order default mode network nodes, alongside increases in bilateral temporal regions, the cerebellum, and brainstem. These LCOR alterations negatively co-localized with dopaminergic (D1, D2, DAT), glutamatergic (NMDA, mGluR5), GABAergic (GABAa) and cholinergic neurotransmission (VAChT). The NMDA-antagonist ketamine, but not GABAa-potentiator midazolam, induced LCOR changes which co-localize with D1, NMDA and GABAa receptors, thereby resembling alterations observed in ASD. We find consistent local activity alterations in ASD to be spatially associated with several major neurotransmitter systems. NMDA-antagonist ketamine induced neurochemical changes similar to ASD-related alterations, supporting the notion that pharmacological modulation of the E/I balance in healthy individuals can induce ASD-like functional brain changes. These findings provide novel insights into neurophysiological mechanisms underlying ASD.