Supporting data for "MesKit: a tool kit for dissecting cancer evolution of multi-region tumor biopsies through somatic alterations"
收藏DataCite Commons2025-05-26 更新2025-04-15 收录
下载链接:
http://gigadb.org/dataset/100891
下载链接
链接失效反馈官方服务:
资源简介:
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, which requires complicated integration of a plethora of computational and statistical approaches. 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 two reported MRS datasets of hepatocellular carcinoma (HCC) and colorectal cancer (CRC) identified known heterogeneous features and evolutionary patterns, together with potential driver events during cancer evolution.
提供机构:
GigaScience Database
创建时间:
2021-04-23



