In this presentation, I will introduce bioinformatics approaches to study genetic, epigenetic and transcriptome variations in cancer. I demonstrate how we can analyze whole genome, exome sequencing and amplicon sequencing data in order to find small mutations, copy number changes and large structural variants in cancer DNA. I will talk about the analysis of RNA-seq and ChIP-seq data in cancer studies.