Article ; Online: TOSCA: an automated Tumor Only Somatic CAlling workflow for somatic mutation detection without matched normal samples.
Bioinformatics advances
2022 Volume 2, Issue 1, Page(s) vbac070
Abstract: Motivation: Accurate classification of somatic variants in a tumor sample is often accomplished by utilizing a paired normal tissue sample from the same patient to enable the separation of private germline mutations from somatic variants. However, a ... ...
Abstract | Motivation: Accurate classification of somatic variants in a tumor sample is often accomplished by utilizing a paired normal tissue sample from the same patient to enable the separation of private germline mutations from somatic variants. However, a paired normal sample is not always available, making a reliable somatic variant calling more challenging. Results: To address these limitations, we developed TOSCA, the first automated tumor-only somatic calling workflow in whole-exome sequencing and targeted panel sequencing data which performs an end-to-end analysis from raw read files, via quality checks, alignment and variant calling to functional annotation, databases filtering, tumor purity and ploidy estimation and variant classification. Application of our workflow to tumor-only data provides estimates of somatic and germline variants that are consistent with results from paired analyses. Availability and implementation: TOSCA is a Snakemake-based workflow and freely available at https://github.com/mdelcorvo/TOSCA. Supplementary information: Supplementary data are available at |
---|---|
Language | English |
Publishing date | 2022-09-26 |
Publishing country | England |
Document type | Journal Article |
ISSN | 2635-0041 |
ISSN (online) | 2635-0041 |
DOI | 10.1093/bioadv/vbac070 |
Database | MEDical Literature Analysis and Retrieval System OnLINE |
More links
Kategorien
Order via subito
This service is chargeable due to the Delivery terms set by subito. Orders including an article and supplementary material will be classified as separate orders. In these cases, fees will be demanded for each order.
Inter-library loan at ZB MED
Your chosen title can be delivered directly to ZB MED Cologne location if you are registered as a user at ZB MED Cologne.