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Phylogenetic tumor evolution trees with distribution of variants in cell populations

机译:细胞群中变种分布的系统发育肿瘤进化树木

摘要

A computer-implemented method includes inputting, to a processor, an N×K SSV frequency matrix M and an error tolerance δ≥0, wherein N is a number of SSVs and K is a number of time points, wherein matrix M comprises a plurality of time-resolved mutation frequencies for each SSV; clustering, by the processor, matrix rows in M that satisfy the δ to provide a plurality of SSV clusters; assigning, by the processor, a mean cluster frequency to each SSV within each SSV cluster; calculating errors for removing low frequency rows, for rounding rows to 1 or 0; assigning a root node for all SSV clusters of frequency 1; and calculating, by the processor, a δ-compliant time-series evolution tree with error ≤δ comprising the root node and a plurality time-stratified nodes, wherein calculating includes assigning a clonal configuration, optionally re-configuring the clonal configuration, and calculating error for re-configuring.
机译:一种计算机实现的方法包括输入处理器N×K SSV频率矩阵M和误差容差Δ≥0,其中n是多个SSV和k是多个时间点,其中矩阵M包括多个时间点。每个SSV的时间分辨突变频率;通过处理器,通过处理器的群集矩阵行,其满足Δ以提供多个SSV簇;由处理器分配每个SSV集群内的每个SSV的平均群集频率;计算用于删除低频行的误差,舍入行为1或0;为所有SSV频率群分配根节点1;通过处理器计算Δ兼容的时序演进树,其包括根节点和多个时间分层节点的误差≤δ,其中计算包括分配克隆配置,可选地重新配置克隆配置,并计算重新配置时出错。

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