Vogeley Christian, Nguyen Thach, Woeste Selina, Krutmann Jean, Haarmann-Stemmann Thomas, Rossi Andrea
IUF-Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany.
Front Genet. 2022 Aug 11;13:931996. doi: 10.3389/fgene.2022.931996. eCollection 2022.
Transcriptome analysis experiments enable researchers to gain extensive insights into the molecular mechanisms underlying cell physiology and disease. Oxford Nanopore Technologies (ONT) has recently been developed as a fast, miniaturized, portable, and cost-effective alternative to next-generation sequencing (NGS). However, RNA-Seq data analysis software that exploits ONT portability and allows scientists to easily analyze ONT data everywhere without bioinformatics expertise is not widely available. We developed Duesselpore, an easy-to-follow deep sequencing workflow that runs as a local webserver and allows the analysis of ONT data everywhere without requiring additional bioinformatics tools or internet connection. Duesselpore output includes differentially expressed genes and further downstream analyses, such as variance heatmap, disease and gene ontology plots, gene concept network plots, and exports customized pathways for different cellular processes. We validated Duesselpore by analyzing the transcriptomic changes induced by PCB126, a dioxin-like PCB, and a potent aryl hydrocarbon receptor (AhR) agonist in human HaCaT keratinocytes, a well-characterized model system. Duesselpore was specifically developed to analyze ONT data, but we also implemented NGS data analysis. Duesselpore is compatible with Linux, Microsoft, and Mac operating systems and allows convenient, reliable, and cost-effective analysis of ONT and NGS data.
转录组分析实验使研究人员能够深入了解细胞生理学和疾病背后的分子机制。牛津纳米孔技术公司(ONT)最近已被开发出来,作为下一代测序(NGS)的一种快速、小型化、便携式且经济高效的替代方案。然而,利用ONT便携性且能让科学家在无需生物信息学专业知识的情况下轻松在任何地方分析ONT数据的RNA测序数据分析软件并不广泛可用。我们开发了Duesselpore,这是一种易于遵循的深度测序工作流程,它作为本地网络服务器运行,能够在无需额外生物信息学工具或互联网连接的情况下在任何地方分析ONT数据。Duesselpore的输出包括差异表达基因以及进一步的下游分析,如方差热图、疾病和基因本体图、基因概念网络图,并为不同细胞过程导出定制途径。我们通过分析二恶英类多氯联苯PCB126(一种有效的芳烃受体(AhR)激动剂)在人HaCaT角质形成细胞(一个特征明确的模型系统)中诱导的转录组变化来验证Duesselpore。Duesselpore是专门为分析ONT数据而开发的,但我们也实现了NGS数据分析。Duesselpore与Linux、Microsoft和Mac操作系统兼容,能够方便、可靠且经济高效地分析ONT和NGS数据。