Centre for Molecular and Medical Research, School of Medicine, Deakin University, Geelong, Australia.
The Florey Institute of Neuroscience and Mental Health, Parkville, Australia.
World J Biol Psychiatry. 2020 Dec;21(10):775-783. doi: 10.1080/15622975.2018.1492734. Epub 2018 Aug 3.
To create a gene expression signature (GES) to represent the biological effects of a combination of known drugs for bipolar disorder (BD) on cultured human neuronal cells (NT2-N) and rat brains, which also has evidence of differential expression in individuals with BD. To use the GES to identify new drugs for BD using Connectivity Map (CMap). NT2-N ( = 20) cells and rats ( = 8) were treated with a BD drug combination (lithium, valproate, quetiapine and lamotrigine) or vehicle for 24 and 6 h, respectively. Following next-generation sequencing, the differential expression of genes was assessed using edgeR in R. The derived GES was compared to differentially expressed genes in post-mortem brains of individuals with BD. The GES was then used in CMap analysis to identify similarly acting drugs. A total of 88 genes showed evidence of differential expression in response to the drug combination in both models, and therefore comprised the GES. Six of these genes showed evidence of differential expression in post-mortem brains of individuals with BD. CMap analysis identified 10 compounds (camptothecin, chlorambucil, flupenthixol, valdecoxib, rescinnamine, GW-8510, cinnarizine, lomustine, mifepristone and nimesulide) acting similarly to the BD drug combination. This study shows that GES and CMap can be used as tools to repurpose drugs for BD.
为了创建一个基因表达特征(GES),以代表已知双相情感障碍(BD)药物组合对培养的人类神经元细胞(NT2-N)和大鼠大脑的生物学效应,该 GES 也具有在 BD 个体中差异表达的证据。使用 GES 通过连接图谱(CMap)来识别 BD 的新药。NT2-N( = 20)细胞和大鼠( = 8)分别用 BD 药物组合(锂、丙戊酸、喹硫平和拉莫三嗪)或载体处理 24 和 6 小时。在下一代测序后,使用 R 中的 edgeR 评估基因的差异表达。将衍生的 GES 与 BD 个体死后大脑中的差异表达基因进行比较。然后将 GES 用于 CMap 分析以识别具有相似作用的药物。共有 88 个基因在两种模型中对药物组合的反应表现出差异表达的证据,因此构成了 GES。其中 6 个基因在 BD 个体的死后大脑中表现出差异表达的证据。CMap 分析确定了 10 种化合物(喜树碱、苯丁酸氮芥、氟哌啶醇、伐地考昔、瑞香素、GW-8510、桂利嗪、洛莫司汀、米非司酮和尼美舒利)与 BD 药物组合具有相似作用。这项研究表明,GES 和 CMap 可作为重新利用 BD 药物的工具。