A genomic DNA fragment (pAA7-2) amplified by a random amplified polymorphic DNA primer from the rice cultivar IR68 was used to assess the genetic variation and genetic relationships among the species of genus Oryza. A Southern hybridization experiment of diverse upland rice accessions using a single restriction enzyme HindIII generated unique DNA fingerprint for each accession. The differential hybridization pattern reflecting the copy number variation of pAA7-2 in a collection of wild species and cultivated species of rice provided insight about the genetic relationships among them. All AA genome species exhibited clear banding pattern suggesting presence of fewer copies of this sequence. Strongest hybridization signal was obtained in species belonging to BB, CC, GG, BBCC, CCDD genomes, whereas weakest hybridization signal was visible in EE, FF, and HHJJ genome species. Oryza brachyantha was the most divergent species. Clear difference in banding pattern was evident between Oryza schlechteri and Oryza coarctata belonging to HHKK genome. Although pAA7-2 had no repetitive sequences often associated with hypervariable loci, homology to a putative unclassified expressed retrotransposon distributed over several rice chromosomes was responsible for the complex banding patterns. There were more sites homologous to pAA7-2 sequence in corn and sorghum genome compared with the rice genome. The study demonstrates the potential of pAA7-2 as a powerful molecular tool for DNA fingerprinting, genetic diversity, phylogenetic, and evolutionary studies in Oryza sativa and its wild relatives and other grasses.