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A survey of mapping algorithms in the long-reads era

It has been over a decade since the first publication of a method dedicated entirely to mapping long-reads. The distinctive characteristics of long reads resulted in methods moving from the seed-and-extend framework used for short reads to a seed-and-chain framework due to the seed abundance in each...

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Detalles Bibliográficos
Autores principales: Sahlin, Kristoffer, Baudeau, Thomas, Cazaux, Bastien, Marchet, Camille
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10236595/
https://www.ncbi.nlm.nih.gov/pubmed/37264447
http://dx.doi.org/10.1186/s13059-023-02972-3
Descripción
Sumario:It has been over a decade since the first publication of a method dedicated entirely to mapping long-reads. The distinctive characteristics of long reads resulted in methods moving from the seed-and-extend framework used for short reads to a seed-and-chain framework due to the seed abundance in each read. The main novelties are based on alternative seed constructs or chaining formulations. Dozens of tools now exist, whose heuristics have evolved considerably. We provide an overview of the methods used in long-read mappers. Since they are driven by implementation-specific parameters, we develop an original visualization tool to understand the parameter settings (http://bcazaux.polytech-lille.net/Minimap2/). SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-023-02972-3.