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46 results about "Pathway activity" patented technology

Abnormal tumour cell pathway identification method capable of overcoming signal distortion

The invention provides an abnormal tumour cell pathway identification method capable of overcoming signal distortion. The abnormal tumour cell pathway identification method comprises the following steps: performing pathway deconstruction of a gene expression profile image matrix by utilizing a non-negative matrix decomposition algorithm so as to obtain a pathway expression profile matrix; drawing an abnormal activity curved line of each pathway according to an operation characteristic curved line of a receiver and the pathway expression profile matrix; calculating an abnormal activity value of each pathway according to the abnormal activity curved line of each pathway; and comparing the abnormal activity value of each pathway with a pre-set threshold value, and taking the pathway as an abnormal tumour cell activity pathway when the abnormal activity value of the pathway is higher than the pre-set threshold value. According to the invention, distortion defects to pathway activity modelling in the traditional method are overcome; influence of pathway related noise to pathway activity evaluation is eliminated; the abnormal tumour cell pathway identification method has high precision, stability and reliability for detecting abnormal tumour cell pathways; and the abnormal tumour cell pathway identification method disclosed by the invention can be applicable to detecting and identifying drug targets in research and development of drugs and personalized medication.
Owner:HEFEI INSTITUTES OF PHYSICAL SCIENCE - CHINESE ACAD OF SCI
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