Cancer research generates vast amounts of data, from genomic sequences to clinical trial results and patient records. MapReduce can help in managing and analyzing this data efficiently. In the Map phase, raw data is parsed and categorized into key-value pairs. During the Reduce phase, these pairs are aggregated to generate meaningful insights.