Multimodal evidence for a mechanistic model of working memory deficits in schizophrenia
Mäki-Marttunen, T.; Parker, N.; Mäki-Marttunen, V.; Neymotin, S. A.; Shadrin, A.; Akkouh, I.; Saether, L. S.; Ueland, T.; Linne, M.-L. A.; Elvsashagen, T.; Djurovic, S.; Andreassen, O.; Einevoll, G.
Show abstract
Working memory (WM) deficits are central to schizophrenia (SCZ), yet their mechanistic basis remains unclear. We combined computational modelling with genetic, transcriptomic, behavioural, and fMRI data to construct a mechanistic account of WM impairment in SCZ. Post-mortem RNA expression from prefrontal and anterior cingulate cortex (ACC) was integrated with single-cell, network, and synaptic plasticity models to show how SCZ-related changes in ion channel-encoding and plasticity-regulating genes alter sustained delay-period activity and long-term potentiation, suggesting an impairment of WM. The model predictions were supported by behavioural WM test (letter-number sequencing) results and polygenic risk scores for SCZ based on ion channel and plasticity gene sets. Mendelian randomization, together with nominally significant single-gene risk analyses, implicated specific ion channel genes, particularly CACNA1I, as putatively causal for both SCZ liability and WM deficits. fMRI N-back data supported ACC-specific delay-period impairments. These multimodal findings highlight candidate, druggable mechanisms for cognition-focused interventions in SCZ.
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