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BLAST (Basic Local Alignment Search Tool) is by far the most widely used application for rapid screening of large sequence databases. This paper describes TurboBLAST, a parallel implementation of BLAST suitable for execution on networked clusters of heterogeneous PCs, workstations, or Macintosh computers.