Fluorescence in situ hybridization (FISH) with gene- and locus-specific probes provides a rapid means to assess copy numbers of specific sequences in individual interphase nuclei. Recent technical improvements have made FISH applicable to the analysis of both fresh and archival tissue specimens in research as well as in diagnostic laboratories. FISH is limited to analysis of one or a few loci at a time, making genome-wide surveys impractical. Comparative genomic hybridization (CGH) was developed as a means to screen entire genomes for DNA sequence copy number changes. CGH is based on the cohybridization of differentially labeled test and reference DNAs to normal metaphase chromosomes. Measurement of the test to reference fluorescence ratios along all chromosomes provides information on chromosomal regions that are over- or underrepresented in the test genome. The use of these two techniques will be illustrated in the analysis of genetic changes in solid tumors. The techniques are complementary to one another and have proven to be highly useful for identification of previously unknown genetic changes and genes that play an important role in tumor progression.