Genomewide detection of cytosine methylation by single molecule real-time sequencing
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https://www.omicsdi.org/dataset/ega/EGAS00001004642
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5-methylcytosine (5mC) is an important type of epigenetic modification. In this study, we enhanced 5mC detection using SMRT sequencing by holistically analyzing kinetic signals of a DNA polymerase and sequence context for every base within a measurement window. We employed a convolutional neural network to train a methylation classification model. This methodology has provided a system for simultaneous genome-wide genetic and epigenetic analyses. EGA study EGAS00001004642
创建时间:
2021-01-27



