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    Conifer: clonal tree inference for tumor heterogeneity with single-cell and bulk sequencing data

    , Article BMC Bioinformatics ; Volume 22, Issue 1 , 2021 ; 14712105 (ISSN) Baghaarabani, L ; Goliaei, S ; Foroughmand Araabi, M. H ; Shariatpanahi, P ; Goliaei, B ; Sharif University of Technology
    BioMed Central Ltd  2021
    Abstract
    Background: Genetic heterogeneity of a cancer tumor that develops during clonal evolution is one of the reasons for cancer treatment failure, by increasing the chance of drug resistance. Clones are cell populations with different genotypes, resulting from differences in somatic mutations that occur and accumulate during cancer development. An appropriate approach for identifying clones is determining the variant allele frequency of mutations that occurred in the tumor. Although bulk sequencing data can be used to provide that information, the frequencies are not informative enough for identifying different clones with the same prevalence and their evolutionary relationships. On the other...