Genetic analysis of the toxic effect of Tachyplesin I on the embryonic development of zebrafish

Hongya Zhao, Jianguo Dai, Gang Jin
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Abstract

Tachyplesin I (TP-I) is an antimicrobial peptide isolated from the hemocytes of the horseshoe crab, Tachypleus tridentatus. In recent years, a series of biochemical analysis has been performed to gain insight into the mechanism of its strong antimicrobial and anticancer activity. With the development of microarray technology, the genetic analysis of the toxic effect of TP-I on embryo is originally considered in our recent study. Based on our microarray data of the embryonic samples treated with the different doses of TP-I, we perform a series of statistical data analysis to explore the biological process of TP-I on genomic level. In this paper, we employ the hexaMplot to illustrate the continuous variation of the gene expressions with the different dose. The hexaMplot was proved to be an intuitive and effective tool to illustrate the interrelations of genes within the different phenotypes. The strength of gradual alternation in gene expression can be implied in the modified hexaMplot by comparing the microarray data among the different doses of TP-I. The probabilistic model-based Hough transform (HT) is used to classify these co-expressed genes. Three line rays supported with the corresponding 174 genes are detected in our analysis. The feature genes identified on the same line ray of hexaMplot may show the similar expression patterns in varying the doses of TP-I. The functional groups of these genes, such as antigen processing, nuclear chromatin, structural constituent of eye lens, show the coherent biological function with the high significant as detected by Gene Ontology analysis.
速胞素1对斑马鱼胚胎发育毒性作用的遗传分析
Tachyplesin I (TP-I)是从马蹄蟹(Tachypleus tridentatus)的血细胞中分离出来的抗菌肽。近年来,人们对其进行了一系列的生化分析,以深入了解其强大的抗菌和抗癌活性的机制。随着微阵列技术的发展,tp - 1对胚胎毒性作用的遗传分析逐渐成为我们研究的重点。基于不同剂量TP-I处理的胚胎样品的微阵列数据,我们进行了一系列的统计数据分析,以探索TP-I在基因组水平上的生物学过程。在本文中,我们使用hexaMplot来说明基因表达随不同剂量的连续变化。hexaMplot被证明是一种直观和有效的工具,可以说明不同表型内基因的相互关系。通过比较不同剂量TP-I的微阵列数据,可以在修改后的hexaMplot中暗示基因表达逐渐变化的强度。利用基于概率模型的霍夫变换(Hough transform, HT)对这些共表达基因进行分类。在我们的分析中检测到三条线射线,对应的174个基因。在hexaMplot的同一线射线上鉴定的特征基因在不同剂量的TP-I中可能表现出相似的表达模式。通过基因本体分析发现,这些基因的抗原加工、核染色质、晶状体结构等功能群表现出一致的高显著性生物学功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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