Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai, China.
CAS Center for Excellence in Brain Science and Intelligence Technology, Shanghai, China.
CNS Neurosci Ther. 2020 Dec;26(12):1266-1277. doi: 10.1111/cns.13470. Epub 2020 Nov 22.
To identify transcriptome signatures underlying epileptogenesis in temporal lobe epilepsy (TLE).
Robust rank aggregation analysis was used to integrate multiple microarrays in rodent models of TLE and determine differentially expressed genes (DEGs) in acute, latent, and chronic stages. Functional annotation and protein-protein interaction analysis were performed to explore the potential functions of the DEGs and identify hub genes with the highest intramodular connectivity. The association between hub genes and hippocampal sclerosis/seizure frequency was analyzed using publicly available RNA-sequencing datasets from TLE patients. We subsequently established a pilocarpine-induced status epilepticus (SE) model in rats and validated mRNA expression of hub genes by quantitative reverse transcription PCR (qRT-PCR).
The DEGs in the acute, latent, and chronic phases of TLE in animal models were prominently enriched in inflammatory response. Hub genes identified in the acute phase mainly participated in biological processes including inflammation, blood-brain barrier damage, and cell adhesion. The hub genes in the latent phase were related to microglia/macrophage activation (Emr1 and Aif1) and phagocytosis (Cd68, Tyrobp, and Lyz). In the chronic phase, the hub genes were associated with activation of complements and microglia/macrophages. We further found that some hub genes identified in human TLE, such as Tlr2, Lgals3, and Stat3, were positively correlated with seizure frequency. Other hub genes, including Lgals3 and Serpine1, were associated with hippocampus sclerosis. qRT-PCR analysis confirmed that the mRNA levels of hub genes in rat hippocampus were significantly up-regulated after SE induction.
Our integrated analysis identified hub genes in different stages of epilepsy. The functional annotations suggest that the activation and phagocytic activities of microglia/macrophages may play critical roles in epileptogenesis of TLE.
鉴定颞叶癫痫(TLE)发病机制中的转录组特征。
采用稳健秩聚合分析整合 TLE 啮齿动物模型中的多个微阵列,并确定急性、潜伏和慢性阶段的差异表达基因(DEG)。进行功能注释和蛋白质-蛋白质相互作用分析,以探讨 DEG 的潜在功能,并确定具有最高模块内连接性的枢纽基因。使用 TLE 患者的公共 RNA-seq 数据集分析枢纽基因与海马硬化/癫痫发作频率的相关性。随后,我们在大鼠中建立匹罗卡品诱导的癫痫持续状态(SE)模型,并通过定量逆转录 PCR(qRT-PCR)验证枢纽基因的 mRNA 表达。
动物模型 TLE 的急性、潜伏和慢性阶段的 DEG 主要富集在炎症反应中。急性相鉴定的枢纽基因主要参与炎症、血脑屏障损伤和细胞黏附等生物学过程。潜伏相的枢纽基因与小胶质细胞/巨噬细胞激活(Emr1 和 Aif1)和吞噬作用(Cd68、Tyrobp 和 Lyz)有关。在慢性阶段,枢纽基因与补体和小胶质细胞/巨噬细胞的激活有关。我们进一步发现,一些在人类 TLE 中鉴定的枢纽基因,如 Tlr2、Lgals3 和 Stat3,与癫痫发作频率呈正相关。其他枢纽基因,包括 Lgals3 和 Serpine1,与海马硬化有关。qRT-PCR 分析证实 SE 诱导后大鼠海马中枢纽基因的 mRNA 水平显著上调。
我们的综合分析确定了癫痫不同阶段的枢纽基因。功能注释表明小胶质细胞/巨噬细胞的激活和吞噬作用可能在 TLE 的癫痫发生中起关键作用。