Sj. Hubbard et al., ASSESSMENT OF CONFORMATIONAL PARAMETERS AS PREDICTORS OF LIMITED PROTEOLYTIC SITES IN NATIVE PROTEIN STRUCTURES, Protein engineering (Print), 11(5), 1998, pp. 349-359
Despite the importance of limited proteolysis in biological systems it
is often difficult to rationalize why a proteinase hydrolyses a parti
cular bond, given a simple sequence specificity alone. Understanding o
f the structural properties limiting the proteolysis represents a firs
t step on the pathway to control and manipulation of this phenomena. A
n expanded set of nick-sites in proteins of known tertiary structure,
cut by both narrow and broad specificity proteinases, has been generat
ed yielding a robust data set of strictly limited sites. A critical ev
aluation of an expanded set of conformational parameters revealed a st
rong correlation with limited proteolytic sites, although they are onl
y modest predictors in isolation. The overall predictive power is sign
ificantly improved when the conformational parameters are combined in
a weighted predictive scheme that permits their relative importance to
be compared via a Metropolis search protocol. A subset of the paramet
ers performs equally well demonstrating the key determinants of suscep
tibility. The derived predictive algorithm has been made available via
the internet. Its utility for predicting other surface-correlated fea
tures is also discussed.