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Image Search Results
Journal: Nucleic Acids Research
Article Title: TransposonUltimate: software for transposon classification, annotation and detection
doi: 10.1093/nar/gkac136
Figure Lengend Snippet: Three pipelines of the TransposonUltimate framework. ( A ) Given the nucleotide sequence of a transposon, relative k -mer frequencies (for k = 2, 3, 4) and binary protein features are extracted. These features are used by the random forest selective binary classifier (RFSB) to infer the transposon’s class. ( B ) Published transposon and protein annotation tools are applied to a given genome. Resulting annotations are filtered, merged and clustered using CD-HIT. Then, BLASTN is used to find additional full-length copies. ( C ) Sequencing reads obtained using a long-read technology from a probe genome are aligned onto a reference genome using ngmlr and pbmm2. Next, the alignments are used to discover structural variants. After filtering the structural variants, they are matched to the transposon annotations to detect transposition events.
Article Snippet: We employ the structural variant caller Sniffles on ngmlr ( ) alignments and PBSV ( https://github.com/PacificBiosciences/pbsv ) structural variant caller on
Techniques: Sequencing