The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Apr. 12, 2022

Filed:

May. 11, 2015
Applicant:

The Trustees of Columbia University IN the City of New York, New York, NY (US);

Inventors:

Andrea Califano, New York, NY (US);

Mukesh Bansal, New York, NY (US);

Yishai Shimoni, New York, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G16C 20/10 (2019.01); G16B 5/00 (2019.01); G16B 35/00 (2019.01); G16B 40/00 (2019.01); G16C 20/60 (2019.01); G16B 5/20 (2019.01);
U.S. Cl.
CPC ...
G16C 20/10 (2019.02); G16B 5/00 (2019.02); G16B 5/20 (2019.02); G16B 35/00 (2019.02); G16B 40/00 (2019.02); G16C 20/60 (2019.02);
Abstract

Techniques to identify a mechanism of action of a compound using network dysregulation are disclosed herein. An example method can include selecting at least a first interaction involving at least a first gene, determining a first n-dimensional probability density of gene expression levels for the first gene and one or more genes in a control state, determining a second n-dimensional probability density of gene expression levels for the first gene and one or more genes following treatment using at least one compound, estimating changes between the first probability density and the second probability density, and determining whether the estimated changes are statistically significant.


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