The aim of the tool PaSiMap is to map protein sequences as coordinates based on their pairwise similarities.
In order to determine the pairwise similarities, PaSiMap first computes global alignments for each pair of sequences. The similarity of each aligned pair of sequences is then quantified as a number in order to allow the mapping with the multidimensional scaling method cc_analysis.
For more details please refer to PaSiMap paper.