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:
Jun. 17, 2014

Filed:

May. 31, 2011
Applicants:

Ty Matthew Thomson, Arlington, MA (US);

Dexter Roydon Pratt, Reading, MA (US);

William M. Ladd, Cambridge, MA (US);

Inventors:

Ty Matthew Thomson, Arlington, MA (US);

Dexter Roydon Pratt, Reading, MA (US);

William M. Ladd, Cambridge, MA (US);

Assignee:

Selventa, Inc., Cambridge, MA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06E 1/00 (2006.01); G06E 3/00 (2006.01); G06F 15/18 (2006.01); G06G 7/00 (2006.01); G06N 99/00 (2010.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06E 1/00 (2013.01); G06E 3/00 (2013.01); G06F 15/18 (2013.01); G06G 7/00 (2013.01); G06N 99/005 (2013.01); G06N 3/08 (2013.01);
Abstract

One or more measurement signatures are derived from a knowledge base of casual biological facts, where a signature is a collection of measured node entities and their expected directions of change with respect to a reference node. The knowledge base may be a directed network of experimentally-observed casual relationships among biological entities and processes, and a reference node represents a perturbation. A degree of activation of a signature is then assessed by scoring one or more 'differential' data sets against the signature to compute an amplitude score. The amplitude score quantifies fold-changes of measurements in the signature. In one particular embodiment, the amplitude score is a weighted average of adjusted log-fold changes of measured node entities in the signature, wherein an adjustment applied to the log-fold changes is based on their expected direction of change. In an alternative embodiment, the amplitude score is based on quantity effects.


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