The invention relates generally to the changes in gene expression in human tissues from cancer patients. The invention relates specifically to human gene families which are differentially expressed in cancer tissues of breast, colon, esophagus, kidney, liver, lung, lymph node, ovary, pancreas, prostate, rectum, and/or stomach compared to corresponding normal tissues.