PARADIGM DRUG RESPONSE NETWORKS
    9.
    发明申请
    PARADIGM DRUG RESPONSE NETWORKS 审中-公开
    PARADIGM药物反应网络

    公开(公告)号:US20160103949A1

    公开(公告)日:2016-04-14

    申请号:US14893403

    申请日:2014-05-28

    IPC分类号: G06F19/10 G06F19/00

    CPC分类号: G16B99/00 G16B5/00 G16H50/20

    摘要: Systems and methods are presented in which omics data from multiple cell or tissue samples are used to identify pathway elements that are associated with a treatment parameter of the cell or tissue (e.g., resistance towards a specific drug). So identified pathway elements are then modulated in silico in a statistical factor graph model to provide a modified data set that is re-evaluated with respect to the treatment parameter. Such systems and models are particularly useful for recommendation of multi-drug treatments for treatment-nave patients.

    摘要翻译: 提出了系统和方法,其中来自多个细胞或组织样品的氨基酸数据用于鉴定与细胞或组织的治疗参数相关的途径元件(例如对特定药物的抵抗力)。 然后,在统计因子图模型中,以计算机调制所识别的通路元件,以提供相对于治疗参数重新评估的修改数据集。 这样的系统和模型对于治疗患者的多药物治疗的推荐特别有用。