Coimbra Roney S, Voisin Veronique, de Saizieu Antoine B, Lindberg Raija L P, Wittwer Matthias, Leppert David, Leib Stephen L
Institute for Infectious Diseases, University of Bern, Friedbühlstrasse 51, CH-3010, Bern, Switzerland.
BMC Biol. 2006 Jun 2;4:15. doi: 10.1186/1741-7007-4-15.
Pneumococcal meningitis is associated with high mortality (approximately 30%) and morbidity. Up to 50% of survivors are affected by neurological sequelae due to a wide spectrum of brain injury mainly affecting the cortex and hippocampus. Despite this significant disease burden, the genetic program that regulates the host response leading to brain damage as a consequence of bacterial meningitis is largely unknown. We used an infant rat model of pneumococcal meningitis to assess gene expression profiles in cortex and hippocampus at 22 and 44 hours after infection and in controls at 22 h after mock-infection with saline. To analyze the biological significance of the data generated by Affymetrix DNA microarrays, a bioinformatics pipeline was used combining (i) a literature-profiling algorithm to cluster genes based on the vocabulary of abstracts indexed in MEDLINE (NCBI) and (ii) the self-organizing map (SOM), a clustering technique based on covariance in gene expression kinetics.
Among 598 genes differentially regulated (change factor > or = 1.5; p < or = 0.05), 77% were automatically assigned to one of 11 functional groups with 94% accuracy. SOM disclosed six patterns of expression kinetics. Genes associated with growth control/neuroplasticity, signal transduction, cell death/survival, cytoskeleton, and immunity were generally upregulated. In contrast, genes related to neurotransmission and lipid metabolism were transiently downregulated on the whole. The majority of the genes associated with ionic homeostasis, neurotransmission, signal transduction and lipid metabolism were differentially regulated specifically in the hippocampus. Of the cell death/survival genes found to be continuously upregulated only in hippocampus, the majority are pro-apoptotic, while those continuously upregulated only in cortex are anti-apoptotic.
Temporal and spatial analysis of gene expression in experimental pneumococcal meningitis identified potential targets for therapy.
肺炎球菌性脑膜炎与高死亡率(约30%)和高发病率相关。高达50%的幸存者会受到神经后遗症的影响,这是由于广泛的脑损伤主要影响皮质和海马体所致。尽管这种疾病负担很重,但导致细菌性脑膜炎后脑损伤的宿主反应调控基因程序在很大程度上仍不清楚。我们使用肺炎球菌性脑膜炎幼鼠模型来评估感染后22小时和44小时时皮质和海马体中的基因表达谱,并与用生理盐水进行假感染后22小时的对照组进行比较。为了分析Affymetrix DNA微阵列产生的数据的生物学意义,我们使用了一种生物信息学流程,该流程结合了(i)一种基于MEDLINE(NCBI)中索引摘要词汇对基因进行聚类的文献分析算法,以及(ii)自组织映射(SOM),一种基于基因表达动力学协方差的聚类技术。
在598个差异调节基因(变化因子≥1.5;p≤0.05)中,77%被自动归入11个功能组之一,准确率达94%。SOM揭示了六种表达动力学模式。与生长控制/神经可塑性、信号转导、细胞死亡/存活、细胞骨架和免疫相关的基因通常上调。相比之下,与神经传递和脂质代谢相关的基因总体上短暂下调。与离子稳态、神经传递、信号转导和脂质代谢相关的大多数基因在海马体中特异性差异调节。在仅在海马体中持续上调的细胞死亡/存活基因中,大多数是促凋亡的,而仅在皮质中持续上调的那些基因是抗凋亡的。
实验性肺炎球菌性脑膜炎中基因表达的时空分析确定了潜在的治疗靶点。