Invention Application
- Patent Title: METHOD FOR ESTIMATION OF INFORMATION FLOW IN BIOLOGICAL NETWORKS
- Patent Title (中): 生物网络信息流估计方法
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Application No.: PCT/IB2012050405Application Date: 2012-01-30
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Publication No.: WO2012104764A2Publication Date: 2012-08-09
- Inventor: VARADAN VINAY , MITTAL PRATEEK , KAMALAKARAN SITHARTHAN , DIMITROVA NEVENKA , JANEVSKI ANGEL , BANERJEE NIIANJANA
- Applicant: KONINKL PHILIPS ELECTRONICS NV , VARADAN VINAY , MITTAL PRATEEK , KAMALAKARAN SITHARTHAN , DIMITROVA NEVENKA , JANEVSKI ANGEL , BANERJEE NIIANJANA
- Assignee: KONINKL PHILIPS ELECTRONICS NV,VARADAN VINAY,MITTAL PRATEEK,KAMALAKARAN SITHARTHAN,DIMITROVA NEVENKA,JANEVSKI ANGEL,BANERJEE NIIANJANA
- Current Assignee: KONINKL PHILIPS ELECTRONICS NV,VARADAN VINAY,MITTAL PRATEEK,KAMALAKARAN SITHARTHAN,DIMITROVA NEVENKA,JANEVSKI ANGEL,BANERJEE NIIANJANA
- Priority: US201161439414 2011-02-04
- Main IPC: G06F19/12
- IPC: G06F19/12
Abstract:
The present invention relates to a method for stratifying a patient into a clinically relevant group comprising the identification of the probability of an alteration within one or more sets of molecular data from a patient sample in comparison to a database of molecular data of known phenotypes, the inference of the activity of a biological network on the basis of the probabilities, the identification of a network information flow probability for the patient via the probability of interactions in the network, the creation of multiple instances of network information flow for the patient sample and the calculation of the distance of the patient from other subjects in a patient database using multiple instances of the network information flow. The invention further relates to a biomedical marker or group of biomedical markers associated with a high likelihood of responsiveness of a subject to a cancer therapy wherein the biomedical marker or group of biomedical markers comprises altered biological pathway markers, as well as to an assay for detecting, diagnosing, graduating, monitoring or prognosticating a medical condition, or for detecting, diagnosing, monitoring or prognosticating the responsiveness of a subject to a therapy against said medical condition, in particular ovarian cancer. Furthermore, a corresponding clinical decision support system is provided.
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