FASTQ files are the starting point for many bioinformatics pipelines in cancer research. They provide the raw sequence data obtained from tumor samples. Researchers use these files to map reads to a reference genome, identify mutations, and perform other analyses such as RNA sequencing to study gene expression patterns in cancerous tissues. These analyses help in understanding the molecular basis of cancer, identifying potential targets for therapy, and developing personalized treatment plans.