abstract |
This invention provides biomarkers based on the gene expression profiling which can discriminate between patients who response to and/or with longer progression free survival and patients who do not response to and/or with shorter progression free survival from copanlisib treatment in lymphoma including indolent and aggressive NHLs and CLLs. The present invention relates to the use of genes from the BCR, PI3K, NFkB, IL6, inflammation and stromal processes as predictive biomarkers for various human cancers including but not limited to NHLs. |