Abstract
Background: Multi-region sequencing (MRS) has been widely used to analyze intra-tumor heterogeneity (ITH) and cancer evolution. However, comprehensive analysis of mutational data from MRS is still challenging, necessitating complicated integration of a plethora of computational and statistical approaches. Findings: Here, we present MesKit, an R/Bioconductor package that can assist in characterizing genetic ITH and tracing the evolutionary history of tumors based on somatic alterations detected by MRS. MesKit provides a wide range of analysis and visualization modules, including ITH evaluation, metastatic route inference, and mutational signature identification. In addition, MesKit implements an auto-layout algorithm to generate phylogenetic trees based on somatic mutations. The application of MesKit for 2 reported MRS datasets of hepatocellular carcinoma and colorectal cancer identified known heterogeneous features and evolutionary patterns, together with potential driver events during cancer evolution. Conclusions: In summary, MesKit is useful for interpreting ITH and tracing evolutionary trajectory based on MRS data. MesKit is implemented in R and available at https://bioconductor.org/packages/MesKit under the GPL v3 license.
Author supplied keywords
Cite
CITATION STYLE
Liu, M., Chen, J., Wang, X., Wang, C., Zhang, X., Xie, Y., … Zhao, Q. (2021). MesKit: A tool kit for dissecting cancer evolution of multi-region tumor biopsies through somatic alterations. GigaScience, 10(5). https://doi.org/10.1093/gigascience/giab036
Register to see more suggestions
Mendeley helps you to discover research relevant for your work.