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Time-series phylogenetic tumor evolution trees

机译:时间序列系统发育肿瘤进化树

摘要

A computer-implemented method incudes calculating, by a processor, based on sequence data for a tumor from a subject at a plurality of time points, a mutation frequency for each of a plurality of SSVs at each of the time points to provide a plurality of time-resolved mutation frequencies (between 0 and 1) for each of the plurality of SSVs, the sequence data including a plurality of simple somatic variations (SSVs) at each of the time points; binning, by the processor, the plurality of time-resolved mutation frequencies for each SSV at each of the time points to provide a matrix of SSVs and time points; converting, by the processor, the matrix cells to pseudo-clones; and constructing, by the processor, a time-series tumor evolution tree from the pseudo-clones, wherein each time point in the time-series evolution tree represents an event in the subject's cancer treatment.
机译:通过处理器基于从多个时间点的对象的序列数据基于从对象的序列数据计算,用于在每个时间点处提供多个SSV的突变频率以提供多个时间点的突变频率 多个SSV中的每一个的时间分辨突变频率(在0和1之间),每个时间点在每个时间点处包括多个简单的体内变化(SSV)的序列数据; 通过处理器,在每个时间点处的每个SSV的多个时间分辨突变频率以提供SSV和时间点的矩阵; 通过处理器将矩阵单元转换为伪克隆; 由处理器构造来自伪克隆的时间序列肿瘤演化树,其中时间序列演化树中的每个时间点代表了受试者的癌症治疗中的事件。

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