To explore the effect of NFKBIA amplification on the transcriptional program of cancer cells, an unsupervised neural network (a toroidal Kohonen Self-Organizing Map-SOMS) was initially trained using the normalized RNA-Seq data obtained from the Pancan12 dataset as input. The gene discussed is NFKBIA; the disease is cancer.