A. Giuliani et al., Mapping protein sequence spaces by recurrence quantification analysis: a case study on chimeric structures, PROTEIN ENG, 13(10), 2000, pp. 671-678
Recurrence quantification analysis (RQA) was used to characterize the foldi
ng properties of 22 chimeric sequences derived from two parent proteins of
similar length but different three-dimensional arrangement. A non-linear re
lation between sequence data and their RQA representation was revealed, whi
ch points to new information carried by this method as compared with classi
cal best-alignment methods. This new information is significantly correlate
d with the folding properties of the hybrid polypeptide chains, as substant
iated by careful statistical analysis of the recurrence plots' numerical de
scriptors, thus encouraging their systematic use to complement sequence dat
a in both proteomics and protein engineering tasks. Even the direct visual
screening of the qualitative graphical features of recurrence plots is show
n to provide useful hints to discriminate between different recurrence stru
ctures of protein sequences.