i) First, regular expressions were used to extract from the assay description amino acid substitution patterns. This is, either a one-letter amino acid code followed by an unlimited number of digits and another one-letter code, or a three-letter amino acid code followed by digits and another three-letter code. Subsequently, three-letter codes were transformed into one-letter codes.