Pai Shruta Sandesh, Ranjan Saumya, Mathew Aimee Rachel, Anindya Roy, Meur Gargi
Department of Biotechnology, Indian Institute of Technology Hyderabad, Kandi, Sangareddy-502284, India.
National Institute of Nutrition, Hyderabad-500007, India.
Access Microbiol. 2022 Jun 10;4(6):acmi000363. doi: 10.1099/acmi.0.000363. eCollection 2022 Aug.
Modification of DNA bases plays important roles in the epigenetic regulation of eukaryotic gene expression. Among the different types of DNA methylation, 5-methylcytosine (5mC) is common in higher eukaryotes. Although bisulfite sequencing is the established detection method for this modification, newer methods, such as Oxford nanopore sequencing, have been developed as quick and reliable alternatives. An earlier study using sensitive liquid chromatography tandem mass spectrometry (LC-MS/MS) indicated the presence of 5mC at very low concentration in . More recently, a comprehensive study of the yeast genome found 40 5mC sites using the computational tool Nanopolish on nanopore sequencing output raw data. In the present study, we are trying to validate the prediction of the 5mC modifications in yeast with Nanopolish and two other nanopore software tools, Tombo and DeepSignal. Using publicly available genome sequencing data, we compared the open-access computational tools, including Tombo, Nanopolish and DeepSignal, for predicting 5mC. Our results suggest that these tools are indeed capable of predicting DNA 5mC modifications at a specific location from Oxford nanopore sequencing data. We also predicted that 5mC present in the genome might be located predominantly at the locus of chromosome 12.
DNA碱基修饰在真核基因表达的表观遗传调控中发挥着重要作用。在不同类型的DNA甲基化中,5-甲基胞嘧啶(5mC)在高等真核生物中很常见。虽然亚硫酸氢盐测序是这种修饰的既定检测方法,但诸如牛津纳米孔测序等更新的方法已被开发出来,作为快速且可靠的替代方法。一项早期使用灵敏的液相色谱串联质谱法(LC-MS/MS)的研究表明,在……中存在极低浓度的5mC。最近,一项对酵母基因组的全面研究使用计算工具Nanopolish对纳米孔测序输出的原始数据进行分析,发现了40个5mC位点。在本研究中,我们试图用Nanopolish以及其他两个纳米孔软件工具Tombo和DeepSignal来验证酵母中5mC修饰的预测。利用公开可用的基因组测序数据,我们比较了包括Tombo、Nanopolish和DeepSignal在内的开放获取计算工具对5mC的预测能力。我们的结果表明,这些工具确实能够从牛津纳米孔测序数据中预测特定位置的DNA 5mC修饰。我们还预测,基因组中存在的5mC可能主要位于12号染色体的……位点。