International Business Machines Corporation

Jiri Novotny

Isidore Rigoutsos

Peter Riek

Robert M Graham

The relationship between an amino acid sequence of a protein and its three-dimensional structure is at the very core of structural biology and bioinformatics. The occurrence and conservation of non-canonical conformations is a 'local' phenomenon, i.e., non-canonical conformations are encoded intra-helically by short peptide sequences (heptapeptides at most). Effective descriptors can be formed for these short sequences employing training sets. Multiple, distinct patterns are created representing these sequences. A composite descriptor is formed by selecting from among the patterns discovered. The composite descriptor has a high level of sensitivity and specificity while, at the same time, a boosted signal-to-noise ratio.

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Fairlight, Australia

Jiri Novotny