Genome biologyBioinformaticsPeer-reviewed journal article
RNA modification mapping with JACUSA2
Michael Piechotta, Isabel S. Naarmann‐de VriesiD, Qi WangiD, Janine AltmülleriD, Christoph DieterichiD
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- FWCI
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- top 2%
Abstract
A whole series of high-throughput antibody-free methods for RNA modification detection from sequencing data emerged lately. We present JACUSA2 as a versatile software solution and comprehensive analysis framework for RNA modification detection assays that are based on either the Illumina or Nanopore platform. Importantly, JACUSA2 can integrate information from multiple experiments (e.g. replicates and different conditions) and different library types (e.g. first- or secondstrand libraries). We demonstrate its utility by example, showing three analysis workflows for m6A detection on published data sets: 1) MazF m6a-sensitive RNA digestion (FTO+ vs FTO-), 2) DART-seq (YTHwt vs YTHmut) and 3) Nanopore profiling (METTL3 +/+ vs -/-). All assays have been conducted in HEK293 cells and complement one another.
- organism: human
- assay: bulk RNA-seq
- assay: long-read sequencing
- research focus: software / tool
- approach: statistical model
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