Drug discovery for psychiatric disorders using high-content single-cell screening of signaling network responses ex vivo

利用体外信号网络反应的高内涵单细胞筛选发现精神疾病药物

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作者:Santiago G Lago, Jakub Tomasik, Geertje F van Rees, Hannah Steeb, David A Cox, Nitin Rustogi, Jordan M Ramsey, Joshua A Bishop, Tracey Petryshen, Stephen J Haggarty, Javier Vázquez-Bourgon, Sergi Papiol, Paula Suarez-Pinilla, Benedicto Crespo-Facorro, Nico J van Beveren, Sabine Bahn

Abstract

There is a paucity of efficacious new compounds to treat neuropsychiatric disorders. We present a novel approach to neuropsychiatric drug discovery based on high-content characterization of druggable signaling network responses at the single-cell level in patient-derived lymphocytes ex vivo. Primary T lymphocytes showed functional responses encompassing neuropsychiatric medications and central nervous system ligands at established (e.g., GSK-3β) and emerging (e.g., CrkL) drug targets. Clinical application of the platform to schizophrenia patients over the course of antipsychotic treatment revealed therapeutic targets within the phospholipase Cγ1-calcium signaling pathway. Compound library screening against the target phenotype identified subsets of L-type calcium channel blockers and corticosteroids as novel therapeutically relevant drug classes with corresponding activity in neuronal cells. The screening results were validated by predicting in vivo efficacy in an independent schizophrenia cohort. The approach has the potential to discern new drug targets and accelerate drug discovery and personalized medicine for neuropsychiatric conditions.

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