- 专利标题: System for evaluating a pathological stage of prostate cancer
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申请号: US12584048申请日: 2009-08-28
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公开(公告)号: US09779213B2公开(公告)日: 2017-10-03
- 发明人: Michael Donovan , Faisal Khan , Jason Alter , Gerardo Fernandez , Ricardo Mesa-Tejada , Douglas Powell , Valentina Bayer Zubek , Stefan Hamann , Carlos Cordon-Cardo , Jose Costa
- 申请人: Michael Donovan , Faisal Khan , Jason Alter , Gerardo Fernandez , Ricardo Mesa-Tejada , Douglas Powell , Valentina Bayer Zubek , Stefan Hamann , Carlos Cordon-Cardo , Jose Costa
- 申请人地址: PT Lisbon
- 专利权人: FUNDACAO D. ANNA SOMMER CHAMPALIMAUD E DR. CARLOS MONTEZ CHAMPALIMAUD
- 当前专利权人: FUNDACAO D. ANNA SOMMER CHAMPALIMAUD E DR. CARLOS MONTEZ CHAMPALIMAUD
- 当前专利权人地址: PT Lisbon
- 代理机构: Leason Ellis LLP
- 主分类号: G06G7/48
- IPC分类号: G06G7/48 ; G06F19/00
摘要:
Clinical information, molecular information and/or computer-generated morphometric information is used in a predictive model for predicting the occurrence of a medical condition. In an embodiment, a model predicts whether a patient is likely to have a favorable pathological stage of prostate cancer, where the model is based on features including one or more (e.g., all) of preoperative PSA, Gleason Score, a measurement of expression of androgen receptor (AR) in epithelial and stromal nuclei and/or a measurement of expression of Ki67-positive epithelial nuclei, a morphometric measurement of a ratio of area of epithelial nuclei outside gland units to area of epithelial nuclei within gland units, and a morphometric measurement of area of epithelial nuclei distributed away from gland units. In some embodiments, quantitative measurements of protein expression in cell lines are utilized to objectively assess assay (e.g., multiplex immunofluorescence (IF)) performance and/or to normalize features for use within a predictive model.
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