As a result of primary screening, the hit-compounds were revealed, which possess the properties of microtubules stabilizer, inhibitor of butyrylcholinesterase, and NMDA-receptors, and also prevent the calcium-induced mitochondrial swelling and protect the neuroblastoma SH-SY5Y against calcium overload [16]. The gene discussed is BCHE; the disease is neuroblastoma.