4.7 Article

MultiMotifMaker: A Multi-Thread Tool for Identifying DNA Methylation Motifs from Pacbio Reads

Publisher

IEEE COMPUTER SOC
DOI: 10.1109/TCBB.2018.2861399

Keywords

Genomics; Bioinformatics; DNA; Tools; Sequential analysis; Instruction sets; Pipelines; DNA methylation motifs; motif finding; multi threads; MultiMotifMaker; Pacbio reads

Funding

  1. National Natural Science Foundation of China [61772552, 61420106009, 61622213]
  2. 111 Project [B18059]

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The methylation of DNA is an important mechanism to control biological processes. Recently, the Pacbio SMRT technology provides a new way to identify base methylation in the genome. MotifMaker is a tool developed by Pacbio for discovering DNA methylation motifs from methylated DNA sequences. However, MotifMaker is single-threaded and computational expensive for identifying methylation motifs from large genomes. Here, we present an efficient motif finding algorithm (MultiMotifMaker) by implementing multi threads of the MotifMaker. The MultiMotifMaker speeds up the motif search about 8-9 times on a 32 core computer comparing to MotifMaker. MultiMotifMaker makes it possible to identify methylation motifs from Pacbio reads for large genomes.

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