TCGA has studied over 30 different types of cancer, including common cancers like breast, lung, and colon cancer, as well as rare cancers such as glioblastoma and adrenocortical carcinoma. This extensive coverage allows for a comprehensive understanding of the genomic landscape across various cancer types.