In the context of cancer, metagenomics is used to investigate the microbiome associated with tumors and other tissues. This involves analyzing the DNA of bacteria, viruses, fungi, and other microorganisms present in cancerous tissues. Researchers are particularly interested in understanding how these microbial communities interact with cancer cells and influence cancer development, progression, and response to treatment.