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Recall DNA methylation levels at low coverage sites using a CNN model in WGBS
DNA methylation is an important regulator of gene transcription. WGBS is the gold-standard approach for base-pair resolution quantitative of DNA methylation. It requires high sequencing depth. Many CpG sites with insufficient coverage in the WGBS data, resulting in inaccurate DNA methylation levels...
Autores principales: | Luo, Ximei, Wang, Yansu, Zou, Quan, Xu, Lei |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10266633/ https://www.ncbi.nlm.nih.gov/pubmed/37315069 http://dx.doi.org/10.1371/journal.pcbi.1011205 |
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