| Literature DB >> 35230681 |
Waleed Osman1, Alessandro Laganà2.
Abstract
Precision oncology mainly relies on genetic and molecular patient profiling from high-throughput sequencing data. The necessity to process and analyze large volumes of data has led to the development of robust computational tools and methods. The most challenging aspect in the implementation of a precision oncology workflow involves proper handling of large volume of data, while ensuring the results are reproducible and replicable. In this chapter, we provide a detailed description of the various tools available for the design and implementation of a precision oncology pipeline along with the technical considerations to make to utilize these tools effectively. We then provide a guide to the development of a precision oncology pipeline, with a specific emphasis on the software workflows and infrastructure needed.Entities:
Keywords: Bioinformatics; CWL; Genomics data processing; Pipeline; Precision oncology; Software infrastructure; Workflow; Workflow management system
Mesh:
Year: 2022 PMID: 35230681 DOI: 10.1007/978-3-030-91836-1_2
Source DB: PubMed Journal: Adv Exp Med Biol ISSN: 0065-2598 Impact factor: 2.622