Drug discovery for psychiatric disorders using high-content single-cell screening of signaling network responses ex vivo.
Santiago G LagoJakub TomasikGeertje F van ReesHannah SteebDavid A CoxNitin RustogiJordan M RamseyJoshua A BishopTracey L PetryshenStephen J HaggartyJavier Vázquez-BourgonSergi PapiolPaula Suarez-PinillaJacqueline Mayoral-van SonNico J van BeverenSabine BahnPublished in: Science advances (2019)
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.
Keyphrases
- drug discovery
- single cell
- signaling pathway
- induced apoptosis
- bipolar disorder
- rna seq
- end stage renal disease
- high throughput
- pi k akt
- ejection fraction
- chronic kidney disease
- peripheral blood
- cell cycle arrest
- adverse drug
- drug induced
- prognostic factors
- peritoneal dialysis
- epithelial mesenchymal transition
- risk assessment
- brain injury
- blood brain barrier
- human health
- cerebrospinal fluid
- smoking cessation