Hevel Joan M, Olson-Buelow Laura C, Ganesan Balasubramanian, Stevens John R, Hardman Jared P, Aust Ann E
Department of Chemistry and Biochemistry, Utah State University, Logan, USA.
BMC Genomics. 2008 Aug 7;9:376. doi: 10.1186/1471-2164-9-376.
Although exposure to asbestos is now regulated, patients continue to be diagnosed with mesothelioma, asbestosis, fibrosis and lung carcinoma because of the long latent period between exposure and clinical disease. Asbestosis is observed in approximately 200,000 patients annually and asbestos-related deaths are estimated at 4,000 annually. Although advances have been made using single gene/gene product or pathway studies, the complexity of the response to asbestos and the many unanswered questions suggested the need for a systems biology approach. The objective of this study was to generate a comprehensive view of the transcriptional changes induced by crocidolite asbestos in A549 human lung epithelial cells.
A statistically robust, comprehensive data set documenting the crocidolite-induced changes in the A549 transcriptome was collected. A systems biology approach involving global observations from gene ontological analyses coupled with functional network analyses was used to explore the effects of crocidolite in the context of known molecular interactions. The analyses uniquely document a transcriptome with function-based networks in cell death, cancer, cell cycle, cellular growth, proliferation, and gene expression. These functional modules show signs of a complex interplay between signaling pathways consisting of both novel and previously described asbestos-related genes/gene products. These networks allowed for the identification of novel, putative crocidolite-related genes, leading to several new hypotheses regarding genes that are important for the asbestos response. The global analysis revealed a transcriptome that bears signatures of both apoptosis/cell death and cell survival/proliferation.
Our analyses demonstrate the power of combining a statistically robust, comprehensive dataset and a functional network genomics approach to 1) identify and explore relationships between genes of known importance 2) identify novel candidate genes, and 3) observe the complex interplay between genes/gene products that function in seemingly different processes. This study represents the first function-based global approach toward understanding the response of human lung epithelial cells to the carcinogen crocidolite. Importantly, our investigation paints a much broader landscape for the crocidolite response than was previously appreciated and reveals novel paths to study. Our graphical representations of the function-based global network will be a valuable resource to model new research findings.
尽管目前对石棉暴露已进行管制,但由于暴露与临床疾病之间存在较长的潜伏期,仍有患者被诊断出患有间皮瘤、石棉肺、肺纤维化和肺癌。每年约有20万名患者被诊断出患有石棉肺,估计每年有4000人死于与石棉相关的疾病。尽管在单基因/基因产物或信号通路研究方面取得了进展,但石棉反应的复杂性以及许多未解决的问题表明需要采用系统生物学方法。本研究的目的是全面了解青石棉在A549人肺上皮细胞中诱导的转录变化。
收集了一个统计上可靠的、全面的数据集,记录了青石棉诱导的A549转录组变化。采用系统生物学方法,结合基因本体分析的全局观察和功能网络分析,在已知分子相互作用的背景下探索青石棉的作用。这些分析独特地记录了一个转录组,其基于功能的网络涉及细胞死亡、癌症、细胞周期、细胞生长、增殖和基因表达。这些功能模块显示出由新的和先前描述的与石棉相关的基因/基因产物组成的信号通路之间复杂的相互作用迹象。这些网络有助于识别新的、假定的与青石棉相关的基因,从而产生了几个关于对石棉反应重要的基因的新假设。全局分析揭示了一个兼具凋亡/细胞死亡和细胞存活/增殖特征的转录组。
我们的分析证明了将统计上可靠的、全面的数据集与功能网络基因组学方法相结合的力量,以1)识别和探索已知重要基因之间的关系;2)识别新的候选基因;3)观察在看似不同过程中起作用的基因/基因产物之间的复杂相互作用。本研究代表了第一种基于功能的全局方法,用于理解人肺上皮细胞对致癌物青石棉的反应。重要的是,我们的研究描绘了比以前所认识到的更广泛的青石棉反应图景,并揭示了新的研究途径。我们基于功能的全局网络的图形表示将成为模拟新研究发现的宝贵资源。