Laboratorio de Inmunogenómica y Enfermedades Metabólicas, Instituto Nacional de Medicina Genómica, Ciudad de México, Mexico.
Subdireccion de Investigación Básica, Instituto Nacional de Cancerología, Ciudad de México, Mexico.
Gene. 2019 Aug 30;711:143941. doi: 10.1016/j.gene.2019.143941. Epub 2019 Jun 23.
Inorganic arsenic is a well-known carcinogen associated with several types of cancer, but the mechanisms involved in arsenic-induced carcinogenesis are not fully understood. Recent evidence points to epigenetic dysregulation as an important mechanism in this process; however, the effects of epigenetic alterations in gene expression have not been explored in depth. Using microarray data and applying a multivariate clustering analysis in a Gaussian mixture model, we describe the alterations in DNA methylation around the promoter region and the impact on gene expression in HaCaT cells during the transformation process caused by chronic exposure to arsenic. Using this clustering approach, the genes were grouped according to their methylation and expression status in the epigenetic landscape, and the changes that occurred during the cellular transformation were identified adequately. Thus, we present a valuable method for identifying epigenomic dysregulation.
无机砷是一种众所周知的致癌物质,与多种癌症有关,但砷诱导致癌的机制尚未完全阐明。最近的证据表明,表观遗传失调是这一过程中的一个重要机制;然而,表观遗传改变对基因表达的影响尚未得到深入探讨。本研究使用微阵列数据,并在高斯混合模型中应用多元聚类分析,描述了慢性砷暴露引起的 HaCaT 细胞转化过程中启动子区域周围 DNA 甲基化的改变及其对基因表达的影响。通过这种聚类方法,根据表观遗传景观中的甲基化和表达状态对基因进行分组,并充分识别细胞转化过程中发生的变化。因此,我们提出了一种识别表观基因组失调的有价值的方法。