- 专利标题: Functional analysis of time-series phylogenetic tumor evolution tree
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申请号: US16022088申请日: 2018-06-28
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公开(公告)号: US11189361B2公开(公告)日: 2021-11-30
- 发明人: Filippo Utro , Kahn Rhrissorrakrai , Chaya Levovitz , Laxmi Parida
- 申请人: INTERNATIONAL BUSINESS MACHINES CORPORATION
- 申请人地址: US NY Armonk
- 专利权人: INTERNATIONAL BUSINESS MACHINES CORPORATION
- 当前专利权人: INTERNATIONAL BUSINESS MACHINES CORPORATION
- 当前专利权人地址: US NY Armonk
- 代理机构: Cantor Colburn LLP
- 代理商 Kristofer Haggerty
- 主分类号: G16B10/00
- IPC分类号: G16B10/00 ; G16H50/20 ; G16B40/00
摘要:
A computer-implemented method includes determining, by a processor, from a time-series evolution tree comprising one or more clones at each of the plurality of time points, that the one or more clones are sensitive clones or resistant clones, wherein the time-series evolution tree is based on sequence data for a tumor from a subject at a plurality of time points, wherein each time point in the time-series evolution tree represents an event in the subject's cancer treatment, and wherein a clone is a collection of gene alterations; based at least in part on determining that the one or more clones that are the sensitive or resistant clones, determining, by the processor, a geneset composition of the one or more clones that are the sensitive or resistant clones; and based at least in part on determining the geneset composition, determining by the processor, a further treatment for the subject.
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