Abstract: A method of treating a patient suffering from multiple myeloma, comprising determining a plurality of protein activity values in a subject suffering from multiple myeloma (MM), each protein activity value corresponding to one of a set of proteins in the subject; determining a classification of the subject as a responder or non-responder to a therapy by a compound represented by structural formula (1); and administering a therapeutically effective amount of the compound represented by structural formula (1) or a pharmaceutically acceptable salt thereof.

Abstract: Methods for determining regulon enrichment in gene expression signatures are disclosed herein. An example method can include obtaining a set of transcriptional targets of a regulon. The method can include obtaining a gene expression signature by comparing a gene expression profile of a test sample to gene expression profiles of a plurality of samples representing control phenotypes. The method can include calculating a regulon enrichment score for each regulon in the gene expression signature. The method can including determining whether a number of control samples in the control phenotypes is above a predetermined threshold to support evaluation of statistical significance using permutation analysis. The method can include, in response to determining that the number of control samples is above the predetermined threshold, calculating a significance value by comparing each regulon enrichment score to a null model.

Abstract: Techniques to profile a disease or a disorder (e.g., a tumor) based on a protein activity signature are disclosed herein. An example method can include measuring quantitatively protein activity of a plurality of master regulator proteins in a sample from a disease or disorder; and profiling the tumor from the quantitative protein activity of the master regulator proteins. Also disclosed are methods of identifying a compound or compounds that treats diseases or disorders (e.g., inhibit tumor cell growth).

Abstract: Methods for determining regulon enrichment in gene expression signatures are disclosed herein. An example method can include obtaining a set of transcriptional targets of a regulon. The method can include obtaining a gene expression signature by comparing a gene expression profile of a test sample to gene expression profiles of a plurality of samples representing control phenotypes. The method can include calculating a regulon enrichment score for each regulon in the gene expression signature. The method can including determining whether a number of control samples in the control phenotypes is above a predetermined threshold to support evaluation of statistical significance using permutation analysis. The method can include, in response to determining that the number of control samples is above the predetermined threshold, calculating a significance value by comparing each regulon enrichment score to a null model.

Abstract: Techniques to profile a disease or a disorder (e.g., a tumor) based on a protein activity signature are disclosed herein. An example method can include measuring quantitatively protein activity of a plurality of master regulator proteins in a sample from a disease or disorder; and profiling the tumor from the quantitative protein activity of the master regulator proteins. Also disclosed are methods of identifying a compound or compounds that treats diseases or disorders (e.g., inhibit tumor cell growth).

Abstract: Methods for determining regulon enrichment in gene expression signatures are disclosed herein. An example method can include obtaining a set of transcriptional targets of a regulon. The method can include obtaining a gene expression signature by comparing a gene expression profile of a test sample to gene expression profiles of a plurality of samples representing control phenotypes. The method can include calculating a regulon enrichment score for each regulon in the gene expression signature. The method can including determining whether a number of control samples in the control phenotypes is above a predetermined threshold to support evaluation of statistical significance using permutation analysis. The method can include, in response to determining that the number of control samples is above the predetermined threshold, calculating a significance value by comparing each regulon enrichment score to a null model.

Abstract: Techniques to profile a disease or a disorder (e.g., a tumor) based on a protein activity signature are disclosed herein. An example method can include measuring quantitatively protein activity of a plurality of master regulator proteins in a sample from a disease or disorder; and profiling the tumor from the quantitative protein activity of the master regulator proteins. Also disclosed are methods of identifying a compound or compounds that treats diseases or disorders (e.g., inhibit tumor cell growth).